From 6f4e63162faf91f263e02f3edfedaa95a35a6a91 Mon Sep 17 00:00:00 2001 From: "Michael S. Molina" <70410625+michael-s-molina@users.noreply.github.com> Date: Mon, 11 Sep 2023 08:26:43 -0300 Subject: [PATCH 001/105] fix: Clearing the currency format has no effect on the chart (#25238) --- .../components/controls/CurrencyControl/CurrencyControl.tsx | 2 ++ 1 file changed, 2 insertions(+) diff --git a/superset-frontend/src/explore/components/controls/CurrencyControl/CurrencyControl.tsx b/superset-frontend/src/explore/components/controls/CurrencyControl/CurrencyControl.tsx index 5bbe2711501ab..9c71e6edb54ea 100644 --- a/superset-frontend/src/explore/components/controls/CurrencyControl/CurrencyControl.tsx +++ b/superset-frontend/src/explore/components/controls/CurrencyControl/CurrencyControl.tsx @@ -107,6 +107,7 @@ export const CurrencyControl = ({ onChange={(symbolPosition: string) => { onChange({ ...currency, symbolPosition }); }} + onClear={() => onChange({ ...currency, symbolPosition: undefined })} value={currency?.symbolPosition} allowClear {...symbolSelectOverrideProps} @@ -118,6 +119,7 @@ export const CurrencyControl = ({ onChange={(symbol: string) => { onChange({ ...currency, symbol }); }} + onClear={() => onChange({ ...currency, symbol: undefined })} value={currency?.symbol} allowClear allowNewOptions From 894f250229455427a0317f3a2f6aa801a6c26748 Mon Sep 17 00:00:00 2001 From: Kamil Gabryjelski Date: Mon, 11 Sep 2023 13:42:24 +0200 Subject: [PATCH 002/105] fix: Don't apply number formatting to the label in Treemap (#25249) --- .../plugins/plugin-chart-echarts/src/Treemap/transformProps.ts | 1 - 1 file changed, 1 deletion(-) diff --git a/superset-frontend/plugins/plugin-chart-echarts/src/Treemap/transformProps.ts b/superset-frontend/plugins/plugin-chart-echarts/src/Treemap/transformProps.ts index 340ccdc93d45c..8a076748ad8cb 100644 --- a/superset-frontend/plugins/plugin-chart-echarts/src/Treemap/transformProps.ts +++ b/superset-frontend/plugins/plugin-chart-echarts/src/Treemap/transformProps.ts @@ -168,7 +168,6 @@ export default function transformProps( treeNodes.map(treeNode => { const { name: nodeName, value, groupBy } = treeNode; const name = formatSeriesName(nodeName, { - numberFormatter, timeFormatter: getTimeFormatter(dateFormat), ...(coltypeMapping[groupBy] && { coltype: coltypeMapping[groupBy], From ea21e800a799e7da0817f67cdae893be701569f5 Mon Sep 17 00:00:00 2001 From: Kamil Gabryjelski Date: Mon, 11 Sep 2023 16:48:39 +0200 Subject: [PATCH 003/105] fix: Currency formatting in Table raw mode (#25248) --- .../plugin-chart-table/src/transformProps.ts | 2 +- .../src/utils/isEqualColumns.ts | 4 +- .../test/TableChart.test.tsx | 41 +++++++++++++++++++ .../plugin-chart-table/test/testData.ts | 29 +++++++++++++ 4 files changed, 74 insertions(+), 2 deletions(-) diff --git a/superset-frontend/plugins/plugin-chart-table/src/transformProps.ts b/superset-frontend/plugins/plugin-chart-table/src/transformProps.ts index 4a48cdc8df38b..a4eb2e5e18a94 100644 --- a/superset-frontend/plugins/plugin-chart-table/src/transformProps.ts +++ b/superset-frontend/plugins/plugin-chart-table/src/transformProps.ts @@ -159,7 +159,7 @@ const processColumns = memoizeOne(function processColumns( } else if (isPercentMetric) { // percent metrics have a default format formatter = getNumberFormatter(numberFormat || PERCENT_3_POINT); - } else if (isMetric || (isNumber && numberFormat)) { + } else if (isMetric || (isNumber && (numberFormat || currency))) { formatter = currency ? new CurrencyFormatter({ d3Format: numberFormat, diff --git a/superset-frontend/plugins/plugin-chart-table/src/utils/isEqualColumns.ts b/superset-frontend/plugins/plugin-chart-table/src/utils/isEqualColumns.ts index fc060e6138523..28731c73c271d 100644 --- a/superset-frontend/plugins/plugin-chart-table/src/utils/isEqualColumns.ts +++ b/superset-frontend/plugins/plugin-chart-table/src/utils/isEqualColumns.ts @@ -39,6 +39,8 @@ export default function isEqualColumns( JSON.stringify(a.formData.extraFilters || null) === JSON.stringify(b.formData.extraFilters || null) && JSON.stringify(a.formData.extraFormData || null) === - JSON.stringify(b.formData.extraFormData || null) + JSON.stringify(b.formData.extraFormData || null) && + JSON.stringify(a.rawFormData.column_config || null) === + JSON.stringify(b.rawFormData.column_config || null) ); } diff --git a/superset-frontend/plugins/plugin-chart-table/test/TableChart.test.tsx b/superset-frontend/plugins/plugin-chart-table/test/TableChart.test.tsx index bd859b467c81c..9bc3d90a09dd9 100644 --- a/superset-frontend/plugins/plugin-chart-table/test/TableChart.test.tsx +++ b/superset-frontend/plugins/plugin-chart-table/test/TableChart.test.tsx @@ -123,6 +123,47 @@ describe('plugin-chart-table', () => { expect(cells[4]).toHaveTextContent('$ 2.47k'); }); + it('render raw data', () => { + const props = transformProps({ + ...testData.raw, + rawFormData: { ...testData.raw.rawFormData }, + }); + render( + ProviderWrapper({ + children: , + }), + ); + const cells = document.querySelectorAll('td'); + expect(document.querySelectorAll('th')[0]).toHaveTextContent('num'); + expect(cells[0]).toHaveTextContent('1234'); + expect(cells[1]).toHaveTextContent('10000'); + expect(cells[1]).toHaveTextContent('0'); + }); + + it('render raw data with currencies', () => { + const props = transformProps({ + ...testData.raw, + rawFormData: { + ...testData.raw.rawFormData, + column_config: { + num: { + currencyFormat: { symbol: 'USD', symbolPosition: 'prefix' }, + }, + }, + }, + }); + render( + ProviderWrapper({ + children: , + }), + ); + const cells = document.querySelectorAll('td'); + expect(document.querySelectorAll('th')[0]).toHaveTextContent('num'); + expect(cells[0]).toHaveTextContent('$ 1.23k'); + expect(cells[1]).toHaveTextContent('$ 10k'); + expect(cells[2]).toHaveTextContent('$ 0'); + }); + it('render empty data', () => { wrap.setProps({ ...transformProps(testData.empty), sticky: false }); tree = wrap.render(); diff --git a/superset-frontend/plugins/plugin-chart-table/test/testData.ts b/superset-frontend/plugins/plugin-chart-table/test/testData.ts index 3f464181b7dc9..1f255703f57c1 100644 --- a/superset-frontend/plugins/plugin-chart-table/test/testData.ts +++ b/superset-frontend/plugins/plugin-chart-table/test/testData.ts @@ -21,6 +21,7 @@ import { ChartProps, DatasourceType, GenericDataType, + QueryMode, supersetTheme, } from '@superset-ui/core'; import { TableChartProps, TableChartFormData } from '../src/types'; @@ -173,6 +174,33 @@ const advanced: TableChartProps = { ], }; +const raw = { + ...advanced, + rawFormData: { + ...advanced.rawFormData, + query_mode: QueryMode.raw, + columns: ['num'], + }, + queriesData: [ + { + ...basicQueryResult, + colnames: ['num'], + coltypes: [GenericDataType.NUMERIC], + data: [ + { + num: 1234, + }, + { + num: 10000, + }, + { + num: 0, + }, + ], + }, + ], +}; + const advancedWithCurrency = { ...advanced, datasource: { @@ -198,4 +226,5 @@ export default { advanced, advancedWithCurrency, empty, + raw, }; From 83fc553841ea0e76ab30afd686941ee7a89099eb Mon Sep 17 00:00:00 2001 From: John Bodley <4567245+john-bodley@users.noreply.github.com> Date: Mon, 11 Sep 2023 08:31:18 -0700 Subject: [PATCH 004/105] refactor: Remove obsolete HiveEngineSpec.fetch_logs method (#20631) --- superset/db_engine_specs/hive.py | 51 ++------------------------------ 1 file changed, 2 insertions(+), 49 deletions(-) diff --git a/superset/db_engine_specs/hive.py b/superset/db_engine_specs/hive.py index 335b570fafd1b..4a881e15b276b 100644 --- a/superset/db_engine_specs/hive.py +++ b/superset/db_engine_specs/hive.py @@ -149,7 +149,6 @@ def patch(cls) -> None: hive.TCLIService = patched_TCLIService hive.constants = patched_constants hive.ttypes = patched_ttypes - hive.Cursor.fetch_logs = fetch_logs @classmethod def fetch_data(cls, cursor: Any, limit: int | None = None) -> list[tuple[Any, ...]]: @@ -361,7 +360,8 @@ def handle_cursor( # pylint: disable=too-many-locals break try: - log = cursor.fetch_logs() or "" + logs = cursor.fetch_logs() + log = "\n".join(logs) if logs else "" except Exception: # pylint: disable=broad-except logger.warning("Call to GetLog() failed") log = "" @@ -632,50 +632,3 @@ def get_view_names( cursor.execute(sql) results = cursor.fetchall() return {row[0] for row in results} - - -# TODO: contribute back to pyhive. -def fetch_logs( # pylint: disable=protected-access - self: Cursor, - _max_rows: int = 1024, - orientation: TFetchOrientation | None = None, -) -> str: - """Mocked. Retrieve the logs produced by the execution of the query. - Can be called multiple times to fetch the logs produced after - the previous call. - :returns: list - :raises: ``ProgrammingError`` when no query has been started - .. note:: - This is not a part of DB-API. - """ - # pylint: disable=import-outside-toplevel - from pyhive import hive - from TCLIService import ttypes - from thrift import Thrift - - orientation = orientation or ttypes.TFetchOrientation.FETCH_NEXT - try: - req = ttypes.TGetLogReq(operationHandle=self._operationHandle) - logs = self._connection.client.GetLog(req).log - return logs - # raised if Hive is used - except (ttypes.TApplicationException, Thrift.TApplicationException) as ex: - if self._state == self._STATE_NONE: - raise hive.ProgrammingError("No query yet") from ex - logs = [] - while True: - req = ttypes.TFetchResultsReq( - operationHandle=self._operationHandle, - orientation=ttypes.TFetchOrientation.FETCH_NEXT, - maxRows=self.arraysize, - fetchType=1, # 0: results, 1: logs - ) - response = self._connection.client.FetchResults(req) - hive._check_status(response) - assert not response.results.rows, "expected data in columnar format" - assert len(response.results.columns) == 1, response.results.columns - new_logs = hive._unwrap_column(response.results.columns[0]) - logs += new_logs - if not new_logs: - break - return "\n".join(logs) From 37742c40ca86d2d9670556af1fbbe026da237301 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Mon, 11 Sep 2023 10:00:05 -0700 Subject: [PATCH 005/105] build(deps-dev): bump @types/node from 20.5.7 to 20.6.0 in /superset-websocket (#25253) Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- superset-websocket/package-lock.json | 14 +++++++------- superset-websocket/package.json | 2 +- 2 files changed, 8 insertions(+), 8 deletions(-) diff --git a/superset-websocket/package-lock.json b/superset-websocket/package-lock.json index b5f40aac94b50..4b554d1322587 100644 --- a/superset-websocket/package-lock.json +++ b/superset-websocket/package-lock.json @@ -22,7 +22,7 @@ "@types/ioredis": "^4.27.8", "@types/jest": "^27.0.2", "@types/jsonwebtoken": "^9.0.2", - "@types/node": "^20.5.7", + "@types/node": "^20.6.0", "@types/uuid": "^9.0.3", "@types/ws": "^8.5.5", "@typescript-eslint/eslint-plugin": "^5.61.0", @@ -1327,9 +1327,9 @@ } }, "node_modules/@types/node": { - "version": "20.5.7", - "resolved": "https://registry.npmjs.org/@types/node/-/node-20.5.7.tgz", - "integrity": "sha512-dP7f3LdZIysZnmvP3ANJYTSwg+wLLl8p7RqniVlV7j+oXSXAbt9h0WIBFmJy5inWZoX9wZN6eXx+YXd9Rh3RBA==", + "version": "20.6.0", + "resolved": "https://registry.npmjs.org/@types/node/-/node-20.6.0.tgz", + "integrity": "sha512-najjVq5KN2vsH2U/xyh2opaSEz6cZMR2SetLIlxlj08nOcmPOemJmUK2o4kUzfLqfrWE0PIrNeE16XhYDd3nqg==", "dev": true }, "node_modules/@types/prettier": { @@ -7070,9 +7070,9 @@ } }, "@types/node": { - "version": "20.5.7", - "resolved": "https://registry.npmjs.org/@types/node/-/node-20.5.7.tgz", - "integrity": "sha512-dP7f3LdZIysZnmvP3ANJYTSwg+wLLl8p7RqniVlV7j+oXSXAbt9h0WIBFmJy5inWZoX9wZN6eXx+YXd9Rh3RBA==", + "version": "20.6.0", + "resolved": "https://registry.npmjs.org/@types/node/-/node-20.6.0.tgz", + "integrity": "sha512-najjVq5KN2vsH2U/xyh2opaSEz6cZMR2SetLIlxlj08nOcmPOemJmUK2o4kUzfLqfrWE0PIrNeE16XhYDd3nqg==", "dev": true }, "@types/prettier": { diff --git a/superset-websocket/package.json b/superset-websocket/package.json index 41e8a2ab5e019..e9918970aacaa 100644 --- a/superset-websocket/package.json +++ b/superset-websocket/package.json @@ -29,7 +29,7 @@ "@types/ioredis": "^4.27.8", "@types/jest": "^27.0.2", "@types/jsonwebtoken": "^9.0.2", - "@types/node": "^20.5.7", + "@types/node": "^20.6.0", "@types/uuid": "^9.0.3", "@types/ws": "^8.5.5", "@typescript-eslint/eslint-plugin": "^5.61.0", From baf713aad57d2b47827f53857208faf4677f8e2b Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Hugo=20Sj=C3=B6berg?= Date: Mon, 11 Sep 2023 13:40:49 -0700 Subject: [PATCH 006/105] fix(dockefile): broken docker image (#25251) --- Dockerfile | 8 ++++++++ 1 file changed, 8 insertions(+) diff --git a/Dockerfile b/Dockerfile index 754f23d5bde01..4558e27f85587 100644 --- a/Dockerfile +++ b/Dockerfile @@ -25,6 +25,14 @@ ARG BUILDPLATFORM=${BUILDPLATFORM:-amd64} FROM --platform=${BUILDPLATFORM} node:16-slim AS superset-node ARG NPM_BUILD_CMD="build" + +RUN apt-get update -q \ + && apt-get install -yq --no-install-recommends \ + python3 \ + make \ + gcc \ + g++ + ENV BUILD_CMD=${NPM_BUILD_CMD} \ PUPPETEER_SKIP_CHROMIUM_DOWNLOAD=true # NPM ci first, as to NOT invalidate previous steps except for when package.json changes From 55ac01b6751229433db580f82da0375a68a6f17c Mon Sep 17 00:00:00 2001 From: "Hugh A. Miles II" Date: Tue, 12 Sep 2023 14:48:07 +0200 Subject: [PATCH 007/105] feat: Tags ListView Page (#24964) --- .../src/components/ListView/ListView.tsx | 40 ++++- .../components/MetadataBar/ContentConfig.tsx | 4 +- .../src/components/MetadataBar/ContentType.ts | 2 +- .../PageHeaderWithActions/index.tsx | 40 ++--- superset-frontend/src/components/Tags/Tag.tsx | 2 +- .../components/Header/Header.test.tsx | 1 + .../src/features/tags/BulkTagModal.tsx | 118 ++++++++++++++ .../src/features/tags/TagModal.test.tsx | 28 +++- .../src/features/tags/TagModal.tsx | 62 ++++--- superset-frontend/src/features/tags/tags.ts | 6 +- .../src/pages/AlertReportList/index.tsx | 3 + .../src/pages/AllEntities/index.tsx | 152 ++++++++++++++---- .../src/pages/AnnotationLayerList/index.tsx | 3 + .../src/pages/AnnotationList/index.tsx | 3 + .../src/pages/ChartList/index.tsx | 5 + .../src/pages/CssTemplateList/index.tsx | 3 + .../src/pages/DashboardList/index.tsx | 5 + .../src/pages/DatabaseList/index.tsx | 3 + .../src/pages/DatasetList/index.tsx | 3 + .../src/pages/ExecutionLogList/index.tsx | 9 +- .../src/pages/QueryHistoryList/index.tsx | 4 + .../src/pages/RowLevelSecurityList/index.tsx | 3 + .../src/pages/SavedQueryList/index.tsx | 5 + superset-frontend/src/pages/Tags/index.tsx | 18 ++- superset-frontend/src/views/CRUD/types.ts | 10 +- superset/daos/tag.py | 14 +- superset/tags/api.py | 104 +++++++++--- superset/tags/commands/create.py | 7 +- superset/tags/exceptions.py | 10 ++ superset/tags/schemas.py | 12 +- tests/integration_tests/tags/api_tests.py | 54 +++++++ 31 files changed, 604 insertions(+), 129 deletions(-) create mode 100644 superset-frontend/src/features/tags/BulkTagModal.tsx diff --git a/superset-frontend/src/components/ListView/ListView.tsx b/superset-frontend/src/components/ListView/ListView.tsx index 0a1c14ddb4ccf..82cf6b187846a 100644 --- a/superset-frontend/src/components/ListView/ListView.tsx +++ b/superset-frontend/src/components/ListView/ListView.tsx @@ -17,7 +17,7 @@ * under the License. */ import { t, styled } from '@superset-ui/core'; -import React, { useCallback, useEffect, useRef } from 'react'; +import React, { useCallback, useEffect, useRef, useState } from 'react'; import Alert from 'src/components/Alert'; import cx from 'classnames'; import Button from 'src/components/Button'; @@ -25,6 +25,7 @@ import Icons from 'src/components/Icons'; import IndeterminateCheckbox from 'src/components/IndeterminateCheckbox'; import Pagination from 'src/components/Pagination'; import TableCollection from 'src/components/TableCollection'; +import BulkTagModal from 'src/features/tags/BulkTagModal'; import CardCollection from './CardCollection'; import FilterControls from './Filters'; import { CardSortSelect } from './CardSortSelect'; @@ -98,7 +99,7 @@ const BulkSelectWrapper = styled(Alert)` padding: ${theme.gridUnit * 2}px 0; } - .deselect-all { + .deselect-all, .tag-btn { color: ${theme.colors.primary.base}; margin-left: ${theme.gridUnit * 4}px; } @@ -207,6 +208,9 @@ export interface ListViewProps { count: number; pageSize: number; fetchData: (conf: FetchDataConfig) => any; + refreshData: () => void; + addSuccessToast: (msg: string) => void; + addDangerToast: (msg: string) => void; loading: boolean; className?: string; initialSort?: SortColumn[]; @@ -227,6 +231,8 @@ export interface ListViewProps { showThumbnails?: boolean; emptyState?: EmptyStateProps; columnsForWrapText?: string[]; + enableBulkTag?: boolean; + bulkTagResourceName?: string; } function ListView({ @@ -235,6 +241,7 @@ function ListView({ count, pageSize: initialPageSize, fetchData, + refreshData, loading, initialSort = [], className = '', @@ -250,6 +257,10 @@ function ListView({ highlightRowId, emptyState, columnsForWrapText, + enableBulkTag = false, + bulkTagResourceName, + addSuccessToast, + addDangerToast, }: ListViewProps) { const { getTableProps, @@ -278,6 +289,7 @@ function ListView({ renderCard: Boolean(renderCard), defaultViewMode, }); + const allowBulkTagActions = bulkTagResourceName && enableBulkTag; const filterable = Boolean(filters.length); if (filterable) { const columnAccessors = columns.reduce( @@ -302,6 +314,7 @@ function ListView({ }, [query.filters]); const cardViewEnabled = Boolean(renderCard); + const [showBulkTagModal, setShowBulkTagModal] = useState(false); useEffect(() => { // discard selections if bulk select is disabled @@ -310,6 +323,17 @@ function ListView({ return ( + {allowBulkTagActions && ( + setShowBulkTagModal(false)} + /> + )}
{cardViewEnabled && ( @@ -375,6 +399,17 @@ function ListView({ {action.name} ))} + {enableBulkTag && ( + setShowBulkTagModal(true)} + > + {t('Add Tag')} + + )} )} @@ -425,7 +460,6 @@ function ListView({ )}
- {rows.length > 0 && (
{ tooltip: (
- + {!!contentType.owners && ( + + )}
), diff --git a/superset-frontend/src/components/MetadataBar/ContentType.ts b/superset-frontend/src/components/MetadataBar/ContentType.ts index 13c0707391085..f5428aa61f4df 100644 --- a/superset-frontend/src/components/MetadataBar/ContentType.ts +++ b/superset-frontend/src/components/MetadataBar/ContentType.ts @@ -51,7 +51,7 @@ export type LastModified = { export type Owner = { type: MetadataType.OWNER; createdBy: string; - owners: string[]; + owners?: string[]; createdOn: string; onClick?: (type: string) => void; }; diff --git a/superset-frontend/src/components/PageHeaderWithActions/index.tsx b/superset-frontend/src/components/PageHeaderWithActions/index.tsx index 9209ab818d44f..6e515efa9e941 100644 --- a/superset-frontend/src/components/PageHeaderWithActions/index.tsx +++ b/superset-frontend/src/components/PageHeaderWithActions/index.tsx @@ -108,6 +108,7 @@ export type PageHeaderWithActionsProps = { showTitlePanelItems: boolean; certificatiedBadgeProps?: CertifiedBadgeProps; showFaveStar: boolean; + showMenuDropdown?: boolean; faveStarProps: FaveStarProps; titlePanelAdditionalItems: ReactNode; rightPanelAdditionalItems: ReactNode; @@ -129,6 +130,7 @@ export const PageHeaderWithActions = ({ rightPanelAdditionalItems, additionalActionsMenu, menuDropdownProps, + showMenuDropdown = true, tooltipProps, }: PageHeaderWithActionsProps) => { const theme = useTheme(); @@ -149,25 +151,27 @@ export const PageHeaderWithActions = ({
{rightPanelAdditionalItems}
- - - + + + )}
diff --git a/superset-frontend/src/components/Tags/Tag.tsx b/superset-frontend/src/components/Tags/Tag.tsx index eaa00b973d6fa..ad3df8af67f68 100644 --- a/superset-frontend/src/components/Tags/Tag.tsx +++ b/superset-frontend/src/components/Tags/Tag.tsx @@ -58,7 +58,7 @@ const Tag = ({ {id ? ( diff --git a/superset-frontend/src/dashboard/components/Header/Header.test.tsx b/superset-frontend/src/dashboard/components/Header/Header.test.tsx index f8c474272e53b..2df5fa8318912 100644 --- a/superset-frontend/src/dashboard/components/Header/Header.test.tsx +++ b/superset-frontend/src/dashboard/components/Header/Header.test.tsx @@ -95,6 +95,7 @@ const createProps = () => ({ maxUndoHistoryToast: jest.fn(), dashboardInfoChanged: jest.fn(), dashboardTitleChanged: jest.fn(), + showMenuDropdown: true, }); const props = createProps(); const editableProps = { diff --git a/superset-frontend/src/features/tags/BulkTagModal.tsx b/superset-frontend/src/features/tags/BulkTagModal.tsx new file mode 100644 index 0000000000000..adacef1f47c7a --- /dev/null +++ b/superset-frontend/src/features/tags/BulkTagModal.tsx @@ -0,0 +1,118 @@ +/** + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, + * software distributed under the License is distributed on an + * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY + * KIND, either express or implied. See the License for the + * specific language governing permissions and limitations + * under the License. + */ +import React, { useState, useEffect } from 'react'; +import { t, SupersetClient } from '@superset-ui/core'; +import { FormLabel } from 'src/components/Form'; +import Modal from 'src/components/Modal'; +import AsyncSelect from 'src/components/Select/AsyncSelect'; +import Button from 'src/components/Button'; +import { loadTags } from 'src/components/Tags/utils'; +import { TaggableResourceOption } from 'src/features/tags/TagModal'; + +interface BulkTagModalProps { + onHide: () => void; + refreshData: () => void; + addSuccessToast: (msg: string) => void; + addDangerToast: (msg: string) => void; + show: boolean; + selected: any[]; + resourceName: string; +} + +const BulkTagModal: React.FC = ({ + show, + selected = [], + onHide, + refreshData, + resourceName, + addSuccessToast, + addDangerToast, +}) => { + useEffect(() => {}, []); + + const onSave = async () => { + await SupersetClient.post({ + endpoint: `/api/v1/tag/bulk_create`, + jsonPayload: { + tags: tags.map(tag => tag.value), + objects_to_tag: selected.map(item => [resourceName, +item.original.id]), + }, + }) + .then(({ json = {} }) => { + addSuccessToast(t('Tagged %s items', selected.length)); + }) + .catch(err => { + addDangerToast(t('Failed to tag items')); + }); + + refreshData(); + onHide(); + setTags([]); + }; + + const [tags, setTags] = useState([]); + + return ( + { + setTags([]); + onHide(); + }} + footer={ +
+ + +
+ } + > + <> + <>{t('You are adding tags to the %s entities', selected.length)} +
+ {t('tags')} + setTags(tags)} + placeholder={t('Select Tags')} + mode="multiple" + /> + + + ); +}; + +export default BulkTagModal; diff --git a/superset-frontend/src/features/tags/TagModal.test.tsx b/superset-frontend/src/features/tags/TagModal.test.tsx index a033b44cec257..5f4fd4e2b9348 100644 --- a/superset-frontend/src/features/tags/TagModal.test.tsx +++ b/superset-frontend/src/features/tags/TagModal.test.tsx @@ -1,3 +1,21 @@ +/** + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, + * software distributed under the License is distributed on an + * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY + * KIND, either express or implied. See the License for the + * specific language governing permissions and limitations + * under the License. + */ import React from 'react'; import { render, screen } from 'spec/helpers/testing-library'; import TagModal from 'src/features/tags/TagModal'; @@ -36,7 +54,15 @@ test('renders correctly in edit mode', () => { description: 'A test tag', type: 'dashboard', changed_on_delta_humanized: '', - created_by: {}, + created_on_delta_humanized: '', + created_by: { + first_name: 'joe', + last_name: 'smith', + }, + changed_by: { + first_name: 'tom', + last_name: 'brown', + }, }; render(); diff --git a/superset-frontend/src/features/tags/TagModal.tsx b/superset-frontend/src/features/tags/TagModal.tsx index bbe32102c6980..90d6391e8b554 100644 --- a/superset-frontend/src/features/tags/TagModal.tsx +++ b/superset-frontend/src/features/tags/TagModal.tsx @@ -21,14 +21,20 @@ import rison from 'rison'; import Modal from 'src/components/Modal'; import AsyncSelect from 'src/components/Select/AsyncSelect'; import { FormLabel } from 'src/components/Form'; -import { t, SupersetClient } from '@superset-ui/core'; +import { t, styled, SupersetClient } from '@superset-ui/core'; import { Input } from 'antd'; import { Divider } from 'src/components'; import Button from 'src/components/Button'; import { Tag } from 'src/views/CRUD/types'; import { fetchObjects } from 'src/features/tags/tags'; -interface TaggableResourceOption { +const StyledModalBody = styled.div` + .ant-select-dropdown { + max-height: ${({ theme }) => theme.gridUnit * 25}px; + } +`; + +export interface TaggableResourceOption { label: string; value: number; key: number; @@ -46,6 +52,7 @@ interface TagModalProps { addSuccessToast: (msg: string) => void; addDangerToast: (msg: string) => void; show: boolean; + clearOnHide?: boolean; editTag?: Tag | null; } @@ -56,6 +63,7 @@ const TagModal: React.FC = ({ refreshData, addSuccessToast, addDangerToast, + clearOnHide = false, }) => { const [dashboardsToTag, setDashboardsToTag] = useState< TaggableResourceOption[] @@ -235,11 +243,13 @@ const TagModal: React.FC = ({ { - setTagName(''); - setDescription(''); - setDashboardsToTag([]); - setChartsToTag([]); - setSavedQueriesToTag([]); + if (clearOnHide) { + setTagName(''); + setDescription(''); + setDashboardsToTag([]); + setChartsToTag([]); + setSavedQueriesToTag([]); + } onHide(); }} show={show} @@ -262,22 +272,22 @@ const TagModal: React.FC = ({ } > - <> - {t('Tag Name')} - - {t('Description')} - - + {t('Tag name')} + + {t('Description')} + + + = ({ allowClear /> = ({ allowClear /> = ({ onChange={value => handleOptionChange(TaggableResources.SavedQuery, value) } - header={{t('Saved Queries')}} + header={{t('Saved queries')}} allowClear /> - + ); }; diff --git a/superset-frontend/src/features/tags/tags.ts b/superset-frontend/src/features/tags/tags.ts index 97b5b094b3dbe..45c4e88fc56e6 100644 --- a/superset-frontend/src/features/tags/tags.ts +++ b/superset-frontend/src/features/tags/tags.ts @@ -56,12 +56,12 @@ export function fetchAllTags( } export function fetchSingleTag( - name: string, + id: number, callback: (json: JsonObject) => void, error: (response: Response) => void, ) { - SupersetClient.get({ endpoint: `/api/v1/tag` }) - .then(({ json }) => callback(json)) + SupersetClient.get({ endpoint: `/api/v1/tag/${id}` }) + .then(({ json }) => callback(json.result)) .catch(response => error(response)); } diff --git a/superset-frontend/src/pages/AlertReportList/index.tsx b/superset-frontend/src/pages/AlertReportList/index.tsx index 45504eb3c7e05..b0cd0a46226db 100644 --- a/superset-frontend/src/pages/AlertReportList/index.tsx +++ b/superset-frontend/src/pages/AlertReportList/index.tsx @@ -612,6 +612,9 @@ function AlertList({ bulkActions={bulkActions} bulkSelectEnabled={bulkSelectEnabled} disableBulkSelect={toggleBulkSelect} + refreshData={refreshData} + addDangerToast={addDangerToast} + addSuccessToast={addSuccessToast} pageSize={PAGE_SIZE} /> ); diff --git a/superset-frontend/src/pages/AllEntities/index.tsx b/superset-frontend/src/pages/AllEntities/index.tsx index 7dfef8eb96feb..eaa8e35703e3f 100644 --- a/superset-frontend/src/pages/AllEntities/index.tsx +++ b/superset-frontend/src/pages/AllEntities/index.tsx @@ -16,15 +16,31 @@ * specific language governing permissions and limitations * under the License. */ -import React, { useMemo } from 'react'; -import { ensureIsArray, styled, t } from '@superset-ui/core'; -import { StringParam, useQueryParam } from 'use-query-params'; -import withToasts from 'src/components/MessageToasts/withToasts'; -import AsyncSelect from 'src/components/Select/AsyncSelect'; -import { SelectValue } from 'antd/lib/select'; -import { loadTags } from 'src/components/Tags/utils'; -import { getValue } from 'src/components/Select/utils'; +import React, { useEffect, useState } from 'react'; +import { styled, t, css, SupersetTheme } from '@superset-ui/core'; +import { NumberParam, useQueryParam } from 'use-query-params'; import AllEntitiesTable from 'src/features/allEntities/AllEntitiesTable'; +import Button from 'src/components/Button'; +import MetadataBar, { + MetadataType, + Description, + Owner, + LastModified, +} from 'src/components/MetadataBar'; +import { PageHeaderWithActions } from 'src/components/PageHeaderWithActions'; +import { fetchSingleTag } from 'src/features/tags/tags'; +import { Tag } from 'src/views/CRUD/types'; +import TagModal from 'src/features/tags/TagModal'; +import withToasts, { useToasts } from 'src/components/MessageToasts/withToasts'; + +const additionalItemsStyles = (theme: SupersetTheme) => css` + display: flex; + align-items: center; + margin-left: ${theme.gridUnit}px; + & > span { + margin-right: ${theme.gridUnit * 3}px; + } +`; const AllEntitiesContainer = styled.div` ${({ theme }) => ` @@ -39,7 +55,11 @@ const AllEntitiesContainer = styled.div` font-size: ${theme.gridUnit * 3}px; color: ${theme.colors.grayscale.base}; margin-bottom: ${theme.gridUnit * 1}px; - }`} + } + .entities { + margin: ${theme.gridUnit * 7.5}px; 0px; + } + `} `; const AllEntitiesNav = styled.div` @@ -50,43 +70,107 @@ const AllEntitiesNav = styled.div` .navbar-brand { margin-left: ${theme.gridUnit * 2}px; font-weight: ${theme.typography.weights.bold}; - }`}; + } + .header { + font-weight: ${theme.typography.weights.bold}; + margin-right: ${theme.gridUnit * 3}px; + text-align: left; + font-size: ${theme.gridUnit * 4.5}px; + padding: ${theme.gridUnit * 3}px; + display: inline-block; + line-height: ${theme.gridUnit * 9}px; + } + `}; `; function AllEntities() { - const [tagsQuery, setTagsQuery] = useQueryParam('tags', StringParam); + const [tagId] = useQueryParam('id', NumberParam); + const [tag, setTag] = useState(null); + const [showTagModal, setShowTagModal] = useState(false); + const { addSuccessToast, addDangerToast } = useToasts(); + const editableTitleProps = { + title: tag?.name || '', + placeholder: 'testing', + onSave: (newDatasetName: string) => {}, + canEdit: false, + label: t('dataset name'), + }; - const onTagSearchChange = (value: SelectValue) => { - const tags = ensureIsArray(value).map(tag => getValue(tag)); - const tagSearch = tags.join(','); - setTagsQuery(tagSearch); + const description: Description = { + type: MetadataType.DESCRIPTION, + value: tag?.description || '', }; - const tagsValue = useMemo( - () => - tagsQuery - ? tagsQuery.split(',').map(tag => ({ value: tag, label: tag })) - : [], - [tagsQuery], - ); + const owner: Owner = { + type: MetadataType.OWNER, + createdBy: `${tag?.created_by.first_name} ${tag?.created_by.last_name}`, + createdOn: tag?.created_on_delta_humanized || '', + }; + const lastModified: LastModified = { + type: MetadataType.LAST_MODIFIED, + value: tag?.changed_on_delta_humanized || '', + modifiedBy: `${tag?.changed_by.first_name} ${tag?.changed_by.last_name}`, + }; + const items = [description, owner, lastModified]; + + useEffect(() => { + // fetch single tag met + if (tagId) { + fetchSingleTag( + tagId, + (tag: Tag) => { + setTag(tag); + }, + (error: Response) => { + addDangerToast(t('Error Fetching Tagged Objects')); + }, + ); + } + }, [tagId]); return ( + { + setShowTagModal(false); + }} + editTag={tag} + addSuccessToast={addSuccessToast} + addDangerToast={addDangerToast} + refreshData={() => {}} // todo(hugh): implement refreshData on table reload + /> - {t('All Entities')} - -
-
{t('search by tags')}
- } + editableTitleProps={editableTitleProps} + faveStarProps={{ itemId: 1, saveFaveStar: () => {} }} + showFaveStar={false} + showTitlePanelItems + titlePanelAdditionalItems={ +
+ +
+ } + rightPanelAdditionalItems={ + <> + + + } + menuDropdownProps={{ + disabled: true, + }} /> + +
+
- ); } diff --git a/superset-frontend/src/pages/AnnotationLayerList/index.tsx b/superset-frontend/src/pages/AnnotationLayerList/index.tsx index 47981a206c51c..fc909538c0d94 100644 --- a/superset-frontend/src/pages/AnnotationLayerList/index.tsx +++ b/superset-frontend/src/pages/AnnotationLayerList/index.tsx @@ -384,7 +384,10 @@ function AnnotationLayersList({ bulkActions={bulkActions} bulkSelectEnabled={bulkSelectEnabled} disableBulkSelect={toggleBulkSelect} + addDangerToast={addDangerToast} + addSuccessToast={addSuccessToast} emptyState={emptyState} + refreshData={refreshData} /> ); }} diff --git a/superset-frontend/src/pages/AnnotationList/index.tsx b/superset-frontend/src/pages/AnnotationList/index.tsx index ee25502169232..980a18ba72e49 100644 --- a/superset-frontend/src/pages/AnnotationList/index.tsx +++ b/superset-frontend/src/pages/AnnotationList/index.tsx @@ -321,6 +321,9 @@ function AnnotationList({ disableBulkSelect={toggleBulkSelect} emptyState={emptyState} fetchData={fetchData} + addDangerToast={addDangerToast} + addSuccessToast={addSuccessToast} + refreshData={refreshData} initialSort={initialSort} loading={loading} pageSize={PAGE_SIZE} diff --git a/superset-frontend/src/pages/ChartList/index.tsx b/superset-frontend/src/pages/ChartList/index.tsx index e47f479811fab..6f97b938b2f35 100644 --- a/superset-frontend/src/pages/ChartList/index.tsx +++ b/superset-frontend/src/pages/ChartList/index.tsx @@ -851,12 +851,17 @@ function ChartList(props: ChartListProps) { count={chartCount} data={charts} disableBulkSelect={toggleBulkSelect} + refreshData={refreshData} fetchData={fetchData} filters={filters} initialSort={initialSort} loading={loading} pageSize={PAGE_SIZE} renderCard={renderCard} + enableBulkTag + bulkTagResourceName="chart" + addSuccessToast={addSuccessToast} + addDangerToast={addDangerToast} showThumbnails={ userSettings ? userSettings.thumbnails diff --git a/superset-frontend/src/pages/CssTemplateList/index.tsx b/superset-frontend/src/pages/CssTemplateList/index.tsx index 7e2882d211f69..f777f8e743ee4 100644 --- a/superset-frontend/src/pages/CssTemplateList/index.tsx +++ b/superset-frontend/src/pages/CssTemplateList/index.tsx @@ -356,6 +356,9 @@ function CssTemplatesList({ bulkActions={bulkActions} bulkSelectEnabled={bulkSelectEnabled} disableBulkSelect={toggleBulkSelect} + addDangerToast={addDangerToast} + addSuccessToast={addSuccessToast} + refreshData={refreshData} /> ); }} diff --git a/superset-frontend/src/pages/DashboardList/index.tsx b/superset-frontend/src/pages/DashboardList/index.tsx index 2b6252309ddd4..29bb51b961c71 100644 --- a/superset-frontend/src/pages/DashboardList/index.tsx +++ b/superset-frontend/src/pages/DashboardList/index.tsx @@ -755,10 +755,13 @@ function DashboardList(props: DashboardListProps) { data={dashboards} disableBulkSelect={toggleBulkSelect} fetchData={fetchData} + refreshData={refreshData} filters={filters} initialSort={initialSort} loading={loading} pageSize={PAGE_SIZE} + addSuccessToast={addSuccessToast} + addDangerToast={addDangerToast} showThumbnails={ userKey ? userKey.thumbnails @@ -770,6 +773,8 @@ function DashboardList(props: DashboardListProps) { ? 'card' : 'table' } + enableBulkTag + bulkTagResourceName="dashboard" /> ); diff --git a/superset-frontend/src/pages/DatabaseList/index.tsx b/superset-frontend/src/pages/DatabaseList/index.tsx index b2c18cecec6e5..d2308bd117f61 100644 --- a/superset-frontend/src/pages/DatabaseList/index.tsx +++ b/superset-frontend/src/pages/DatabaseList/index.tsx @@ -570,6 +570,9 @@ function DatabaseList({ addDangerToast, addSuccessToast }: DatabaseListProps) { filters={filters} initialSort={initialSort} loading={loading} + addDangerToast={addDangerToast} + addSuccessToast={addSuccessToast} + refreshData={() => {}} pageSize={PAGE_SIZE} /> diff --git a/superset-frontend/src/pages/DatasetList/index.tsx b/superset-frontend/src/pages/DatasetList/index.tsx index 76d96757c08ed..d86d7a7b0ffd5 100644 --- a/superset-frontend/src/pages/DatasetList/index.tsx +++ b/superset-frontend/src/pages/DatasetList/index.tsx @@ -811,6 +811,9 @@ const DatasetList: FunctionComponent = ({ bulkActions={bulkActions} bulkSelectEnabled={bulkSelectEnabled} disableBulkSelect={toggleBulkSelect} + addDangerToast={addDangerToast} + addSuccessToast={addSuccessToast} + refreshData={refreshData} renderBulkSelectCopy={selected => { const { virtualCount, physicalCount } = selected.reduce( (acc, e) => { diff --git a/superset-frontend/src/pages/ExecutionLogList/index.tsx b/superset-frontend/src/pages/ExecutionLogList/index.tsx index 2e32fe01c4007..a94cc15099566 100644 --- a/superset-frontend/src/pages/ExecutionLogList/index.tsx +++ b/superset-frontend/src/pages/ExecutionLogList/index.tsx @@ -56,7 +56,11 @@ interface ExecutionLogProps { isReportEnabled: boolean; } -function ExecutionLog({ addDangerToast, isReportEnabled }: ExecutionLogProps) { +function ExecutionLog({ + addDangerToast, + addSuccessToast, + isReportEnabled, +}: ExecutionLogProps) { const { alertId }: any = useParams(); const { state: { loading, resourceCount: logCount, resourceCollection: logs }, @@ -191,6 +195,9 @@ function ExecutionLog({ addDangerToast, isReportEnabled }: ExecutionLogProps) { fetchData={fetchData} initialSort={initialSort} loading={loading} + addDangerToast={addDangerToast} + addSuccessToast={addSuccessToast} + refreshData={() => {}} pageSize={PAGE_SIZE} /> diff --git a/superset-frontend/src/pages/QueryHistoryList/index.tsx b/superset-frontend/src/pages/QueryHistoryList/index.tsx index 95944dd32aec0..1d735fd69ed2b 100644 --- a/superset-frontend/src/pages/QueryHistoryList/index.tsx +++ b/superset-frontend/src/pages/QueryHistoryList/index.tsx @@ -50,6 +50,7 @@ import { QueryObject, QueryObjectColumns } from 'src/views/CRUD/types'; import Icons from 'src/components/Icons'; import QueryPreviewModal from 'src/features/queries/QueryPreviewModal'; +import { addSuccessToast } from 'src/components/MessageToasts/actions'; const PAGE_SIZE = 25; const SQL_PREVIEW_MAX_LINES = 4; @@ -443,6 +444,9 @@ function QueryList({ addDangerToast }: QueryListProps) { loading={loading} pageSize={PAGE_SIZE} highlightRowId={queryCurrentlyPreviewing?.id} + refreshData={() => {}} + addDangerToast={addDangerToast} + addSuccessToast={addSuccessToast} /> ); diff --git a/superset-frontend/src/pages/RowLevelSecurityList/index.tsx b/superset-frontend/src/pages/RowLevelSecurityList/index.tsx index e07f7e0e4ba19..3c1e3b8aae865 100644 --- a/superset-frontend/src/pages/RowLevelSecurityList/index.tsx +++ b/superset-frontend/src/pages/RowLevelSecurityList/index.tsx @@ -337,6 +337,9 @@ function RowLevelSecurityList(props: RLSProps) { filters={filters} initialSort={initialSort} loading={loading} + addDangerToast={addDangerToast} + addSuccessToast={addSuccessToast} + refreshData={() => {}} pageSize={PAGE_SIZE} /> diff --git a/superset-frontend/src/pages/SavedQueryList/index.tsx b/superset-frontend/src/pages/SavedQueryList/index.tsx index f0d89dba27fba..a2f3479b90f1e 100644 --- a/superset-frontend/src/pages/SavedQueryList/index.tsx +++ b/superset-frontend/src/pages/SavedQueryList/index.tsx @@ -569,9 +569,14 @@ function SavedQueryList({ loading={loading} pageSize={PAGE_SIZE} bulkActions={bulkActions} + addSuccessToast={addSuccessToast} + addDangerToast={addDangerToast} bulkSelectEnabled={bulkSelectEnabled} disableBulkSelect={toggleBulkSelect} highlightRowId={savedQueryCurrentlyPreviewing?.id} + enableBulkTag + bulkTagResourceName="query" + refreshData={refreshData} /> ); }} diff --git a/superset-frontend/src/pages/Tags/index.tsx b/superset-frontend/src/pages/Tags/index.tsx index bbd79d0e75573..e252e3d9f98c2 100644 --- a/superset-frontend/src/pages/Tags/index.tsx +++ b/superset-frontend/src/pages/Tags/index.tsx @@ -145,13 +145,11 @@ function TagList(props: TagListProps) { { Cell: ({ row: { - original: { name: tagName }, + original: { id, name: tagName }, }, }: any) => ( - - {tagName} - + {tagName} ), Header: t('Name'), @@ -309,7 +307,11 @@ function TagList(props: TagListProps) { // render new 'New Tag' btn subMenuButtons.push({ - name: t('New Tag'), + name: ( + <> + {t('Tag')} + + ), buttonStyle: 'primary', 'data-test': 'bulk-select', onClick: () => setShowTagModal(true), @@ -330,6 +332,7 @@ function TagList(props: TagListProps) { refreshData={refreshData} addSuccessToast={addSuccessToast} addDangerToast={addDangerToast} + clearOnHide /> !tag.name.includes(':'))} disableBulkSelect={toggleBulkSelect} + refreshData={refreshData} emptyState={emptyState} fetchData={fetchData} filters={filters} initialSort={initialSort} loading={loading} + addDangerToast={addDangerToast} + addSuccessToast={addSuccessToast} pageSize={PAGE_SIZE} showThumbnails={ userKey diff --git a/superset-frontend/src/views/CRUD/types.ts b/superset-frontend/src/views/CRUD/types.ts index 0b37997f16e30..5a53b57696f53 100644 --- a/superset-frontend/src/views/CRUD/types.ts +++ b/superset-frontend/src/views/CRUD/types.ts @@ -138,9 +138,17 @@ export type ImportResourceName = export interface Tag { changed_on_delta_humanized: string; + changed_by: { + first_name: string; + last_name: string; + }; + created_on_delta_humanized: string; name: string; id: number; - created_by: object; + created_by: { + first_name: string; + last_name: string; + }; description: string; type: string; } diff --git a/superset/daos/tag.py b/superset/daos/tag.py index 1a0843cc0e0a0..b55397a325b64 100644 --- a/superset/daos/tag.py +++ b/superset/daos/tag.py @@ -367,7 +367,9 @@ def favorited_ids(tags: list[Tag]) -> list[int]: @staticmethod def create_tag_relationship( - objects_to_tag: list[tuple[ObjectTypes, int]], tag: Tag + objects_to_tag: list[tuple[ObjectTypes, int]], + tag: Tag, + bulk_create: bool = False, ) -> None: """ Creates a tag relationship between the given objects and the specified tag. @@ -401,9 +403,13 @@ def create_tag_relationship( TaggedObject(object_id=object_id, object_type=object_type, tag=tag) ) - for object_type, object_id in tagged_objects_to_delete: - # delete objects that were removed - TagDAO.delete_tagged_object(object_type, object_id, tag.name) # type: ignore + if not bulk_create: + # delete relationships that aren't retained from single tag create + for object_type, object_id in tagged_objects_to_delete: + # delete objects that were removed + TagDAO.delete_tagged_object( + object_type, object_id, tag.name # type: ignore + ) db.session.add_all(tagged_objects) db.session.commit() diff --git a/superset/tags/api.py b/superset/tags/api.py index a760b33921c03..50807ec078e06 100644 --- a/superset/tags/api.py +++ b/superset/tags/api.py @@ -32,7 +32,6 @@ ) from superset.tags.commands.delete import DeleteTaggedObjectCommand, DeleteTagsCommand from superset.tags.commands.exceptions import ( - TagCreateFailedError, TagDeleteFailedError, TaggedObjectDeleteFailedError, TaggedObjectNotFoundError, @@ -47,6 +46,7 @@ openapi_spec_methods_override, TaggedObjectEntityResponseSchema, TagGetResponseSchema, + TagPostBulkSchema, TagPostSchema, TagPutSchema, ) @@ -72,6 +72,7 @@ class TagRestApi(BaseSupersetModelRestApi): "add_favorite", "remove_favorite", "favorite_status", + "bulk_create", } resource_name = "tag" @@ -88,6 +89,7 @@ class TagRestApi(BaseSupersetModelRestApi): "changed_by.first_name", "changed_by.last_name", "changed_on_delta_humanized", + "created_on_delta_humanized", "created_by.first_name", "created_by.last_name", ] @@ -102,6 +104,7 @@ class TagRestApi(BaseSupersetModelRestApi): "changed_by.first_name", "changed_by.last_name", "changed_on_delta_humanized", + "created_on_delta_humanized", "created_by.first_name", "created_by.last_name", "created_by", @@ -192,14 +195,81 @@ def post(self) -> Response: return self.response(201) except TagInvalidError as ex: return self.response_422(message=ex.normalized_messages()) - except TagCreateFailedError as ex: - logger.error( - "Error creating model %s: %s", - self.__class__.__name__, - str(ex), - exc_info=True, - ) - return self.response_500(message=str(ex)) + + @expose("/bulk_create", methods=("POST",)) + @protect() + @safe + @statsd_metrics + @event_logger.log_this_with_context( + action=lambda self, *args, **kwargs: f"{self.__class__.__name__}.bulk_create", + log_to_statsd=False, + ) + def bulk_create(self) -> Response: + """Bulk create tags and tagged objects + --- + post: + summary: Get all objects associated with a tag + parameters: + - in: path + schema: + type: integer + name: tag_id + requestBody: + description: Tag schema + required: true + content: + application/json: + schema: + type: object + properties: + tags: + description: list of tag names to add to object + type: array + items: + type: string + objects_to_tag: + description: list of object names to add to object + type: array + items: + type: array + responses: + 200: + description: Tag added to favorites + content: + application/json: + schema: + type: object + properties: + result: + type: object + 302: + description: Redirects to the current digest + 400: + $ref: '#/components/responses/400' + 401: + $ref: '#/components/responses/401' + 404: + $ref: '#/components/responses/404' + 500: + $ref: '#/components/responses/500' + """ + try: + item = TagPostBulkSchema().load(request.json) + except ValidationError as error: + return self.response_400(message=error.messages) + try: + for tag in item.get("tags"): + tagged_item: dict[str, Any] = self.add_model_schema.load( + {"name": tag, "objects_to_tag": item.get("objects_to_tag")} + ) + CreateCustomTagWithRelationshipsCommand( + tagged_item, bulk_create=True + ).run() + return self.response(201) + except TagNotFoundError: + return self.response_404() + except TagInvalidError as ex: + return self.response_422(message=ex.message) @expose("/", methods=("PUT",)) @protect() @@ -329,14 +399,6 @@ def add_objects(self, object_type: ObjectTypes, object_id: int) -> Response: ) except TagInvalidError: return self.response(422, message="Invalid tag") - except TagCreateFailedError as ex: - logger.error( - "Error creating model %s: %s", - self.__class__.__name__, - str(ex), - exc_info=True, - ) - return self.response_500(message=str(ex)) @expose("////", methods=("DELETE",)) @protect() @@ -515,14 +577,6 @@ def get_objects(self) -> Response: return self.response(200, result=result) except TagInvalidError as ex: return self.response_422(message=ex.normalized_messages()) - except TagCreateFailedError as ex: - logger.error( - "Error creating model %s: %s", - self.__class__.__name__, - str(ex), - exc_info=True, - ) - return self.response_500(message=str(ex)) @expose("/favorite_status/", methods=("GET",)) @protect() diff --git a/superset/tags/commands/create.py b/superset/tags/commands/create.py index 5c30b548bda3a..3f05ccd23e93e 100644 --- a/superset/tags/commands/create.py +++ b/superset/tags/commands/create.py @@ -65,10 +65,11 @@ def validate(self) -> None: class CreateCustomTagWithRelationshipsCommand(CreateMixin, BaseCommand): - def __init__(self, data: dict[str, Any]): + def __init__(self, data: dict[str, Any], bulk_create: bool = False): self._tag = data["name"] self._objects_to_tag = data.get("objects_to_tag") self._description = data.get("description") + self._bulk_create = bulk_create def run(self) -> None: self.validate() @@ -76,7 +77,9 @@ def run(self) -> None: tag = TagDAO.get_by_name(self._tag.strip(), TagTypes.custom) if self._objects_to_tag: TagDAO.create_tag_relationship( - objects_to_tag=self._objects_to_tag, tag=tag + objects_to_tag=self._objects_to_tag, + tag=tag, + bulk_create=self._bulk_create, ) if self._description: diff --git a/superset/tags/exceptions.py b/superset/tags/exceptions.py index d1d9005bb962c..f252ecd0a242a 100644 --- a/superset/tags/exceptions.py +++ b/superset/tags/exceptions.py @@ -17,6 +17,8 @@ from flask_babel import lazy_gettext as _ from marshmallow.validate import ValidationError +from superset.commands.exceptions import CommandException, UpdateFailedError + class InvalidTagNameError(ValidationError): """ @@ -27,3 +29,11 @@ def __init__(self) -> None: super().__init__( [_("Tag name is invalid (cannot contain ':')")], field_name="name" ) + + +class TagUpdateFailedError(UpdateFailedError): + message = _("Tag could not be updated.") + + +class TagNotFoundError(CommandException): + message = _("Tag could not be found.") diff --git a/superset/tags/schemas.py b/superset/tags/schemas.py index 89f15d4bf8f54..8aafbb76b59bf 100644 --- a/superset/tags/schemas.py +++ b/superset/tags/schemas.py @@ -56,7 +56,15 @@ class TagGetResponseSchema(Schema): class TagPostSchema(Schema): name = fields.String() - description = fields.String(required=False) + description = fields.String(required=False, allow_none=True) + # resource id's to tag with tag + objects_to_tag = fields.List( + fields.Tuple((fields.String(), fields.Int())), required=False + ) + + +class TagPostBulkSchema(Schema): + tags = fields.List(fields.String()) # resource id's to tag with tag objects_to_tag = fields.List( fields.Tuple((fields.String(), fields.Int())), required=False @@ -65,7 +73,7 @@ class TagPostSchema(Schema): class TagPutSchema(Schema): name = fields.String() - description = fields.String(required=False) + description = fields.String(required=False, allow_none=True) # resource id's to tag with tag objects_to_tag = fields.List( fields.Tuple((fields.String(), fields.Int())), required=False diff --git a/tests/integration_tests/tags/api_tests.py b/tests/integration_tests/tags/api_tests.py index e0f4de87eb750..06e4a73e19130 100644 --- a/tests/integration_tests/tags/api_tests.py +++ b/tests/integration_tests/tags/api_tests.py @@ -46,6 +46,8 @@ ) from tests.integration_tests.fixtures.tags import with_tagging_system_feature from tests.integration_tests.base_tests import SupersetTestCase +from superset.daos.tag import TagDAO +from superset.tags.models import ObjectTypes TAGS_FIXTURE_COUNT = 10 @@ -57,6 +59,7 @@ "changed_by.first_name", "changed_by.last_name", "changed_on_delta_humanized", + "created_on_delta_humanized", "created_by.first_name", "created_by.last_name", ] @@ -501,3 +504,54 @@ def test_put_tag(self): .one_or_none() ) assert tag is not None + + @pytest.mark.usefixtures("load_world_bank_dashboard_with_slices") + @pytest.mark.usefixtures("create_tags") + def test_failed_put_tag(self): + self.login(username="admin") + + tag_to_update = db.session.query(Tag).first() + uri = f"api/v1/tag/{tag_to_update.id}" + rv = self.client.put(uri, json={"foo": "bar"}) + + self.assertEqual(rv.status_code, 400) + + @pytest.mark.usefixtures("load_world_bank_dashboard_with_slices") + def test_post_bulk_tag(self): + self.login(username="admin") + uri = "api/v1/tag/bulk_create" + dashboard = ( + db.session.query(Dashboard) + .filter(Dashboard.dashboard_title == "World Bank's Data") + .first() + ) + chart = db.session.query(Slice).first() + tags = ["tag1", "tag2", "tag3"] + rv = self.client.post( + uri, + json={ + "tags": ["tag1", "tag2", "tag3"], + "objects_to_tag": [["dashboard", dashboard.id], ["chart", chart.id]], + }, + ) + + self.assertEqual(rv.status_code, 201) + + result = TagDAO.get_tagged_objects_for_tags(tags, ["dashboard"]) + assert len(result) == 1 + + result = TagDAO.get_tagged_objects_for_tags(tags, ["chart"]) + assert len(result) == 1 + + tagged_objects = db.session.query(TaggedObject).filter( + TaggedObject.object_id == dashboard.id, + TaggedObject.object_type == ObjectTypes.dashboard, + ) + assert tagged_objects.count() == 3 + + tagged_objects = db.session.query(TaggedObject).filter( + # TaggedObject.tag_id.in_([tag.id for tag in tags]), + TaggedObject.object_id == chart.id, + TaggedObject.object_type == ObjectTypes.chart, + ) + assert tagged_objects.count() == 3 From 242921bb4cdd97eb9d219543076610e3a82629a3 Mon Sep 17 00:00:00 2001 From: Kamil Gabryjelski Date: Tue, 12 Sep 2023 15:11:34 +0200 Subject: [PATCH 008/105] fix: Add line height to metadata bar (#25268) --- superset-frontend/src/components/MetadataBar/MetadataBar.tsx | 1 + 1 file changed, 1 insertion(+) diff --git a/superset-frontend/src/components/MetadataBar/MetadataBar.tsx b/superset-frontend/src/components/MetadataBar/MetadataBar.tsx index b2809ae53c2c7..a05e4574cd072 100644 --- a/superset-frontend/src/components/MetadataBar/MetadataBar.tsx +++ b/superset-frontend/src/components/MetadataBar/MetadataBar.tsx @@ -104,6 +104,7 @@ const StyledItem = styled.div<{ text-overflow: ${collapsed ? 'unset' : 'ellipsis'}; white-space: nowrap; text-decoration: ${onClick ? 'underline' : 'none'}; + line-height: 1.4; } `} `; From a9512c1eef562e432a845ff289a2e0ef4f1965c0 Mon Sep 17 00:00:00 2001 From: Lily Kuang Date: Tue, 12 Sep 2023 23:19:21 +0900 Subject: [PATCH 009/105] fix: inability to remove chart filter when dashboard time filter is applied (#25217) --- .../src/explore/actions/saveModalActions.js | 25 +++++++++++++------ .../explore/actions/saveModalActions.test.js | 14 +---------- 2 files changed, 19 insertions(+), 20 deletions(-) diff --git a/superset-frontend/src/explore/actions/saveModalActions.js b/superset-frontend/src/explore/actions/saveModalActions.js index 8c864eceacd2d..0bf7ced475e44 100644 --- a/superset-frontend/src/explore/actions/saveModalActions.js +++ b/superset-frontend/src/explore/actions/saveModalActions.js @@ -59,6 +59,11 @@ const extractAddHocFiltersFromFormData = formDataToHandle => {}, ); +const hasTemporalRangeFilter = formData => + (formData?.adhoc_filters || []).some( + filter => filter.operator === Operators.TEMPORAL_RANGE, + ); + export const getSlicePayload = ( sliceName, formDataWithNativeFilters, @@ -66,7 +71,7 @@ export const getSlicePayload = ( owners, formDataFromSlice = {}, ) => { - let adhocFilters = extractAddHocFiltersFromFormData( + const adhocFilters = extractAddHocFiltersFromFormData( formDataWithNativeFilters, ); @@ -76,18 +81,24 @@ export const getSlicePayload = ( // would end up as an extra filter and when overwriting the chart the original // time range adhoc_filter was lost if (isEmpty(adhocFilters?.adhoc_filters) && !isEmpty(formDataFromSlice)) { - adhocFilters = extractAddHocFiltersFromFormData(formDataFromSlice); + formDataFromSlice?.adhoc_filters?.forEach(filter => { + if (filter.operator === Operators.TEMPORAL_RANGE && !filter.isExtra) { + adhocFilters.adhoc_filters.push({ ...filter, comparator: 'No filter' }); + } + }); } // This loop iterates through the adhoc_filters array in formDataWithNativeFilters. // If a filter is of type TEMPORAL_RANGE and isExtra, it sets its comparator to // 'No filter' and adds the modified filter to the adhocFilters array. This ensures that all // TEMPORAL_RANGE filters are converted to 'No filter' when saving a chart. - formDataWithNativeFilters?.adhoc_filters?.forEach(filter => { - if (filter.operator === Operators.TEMPORAL_RANGE && filter.isExtra) { - adhocFilters.adhoc_filters.push({ ...filter, comparator: 'No filter' }); - } - }); + if (!hasTemporalRangeFilter(adhocFilters)) { + formDataWithNativeFilters?.adhoc_filters?.forEach(filter => { + if (filter.operator === Operators.TEMPORAL_RANGE && filter.isExtra) { + adhocFilters.adhoc_filters.push({ ...filter, comparator: 'No filter' }); + } + }); + } const formData = { ...formDataWithNativeFilters, diff --git a/superset-frontend/src/explore/actions/saveModalActions.test.js b/superset-frontend/src/explore/actions/saveModalActions.test.js index dedddfb4cd725..4c0da5132dd70 100644 --- a/superset-frontend/src/explore/actions/saveModalActions.test.js +++ b/superset-frontend/src/explore/actions/saveModalActions.test.js @@ -302,19 +302,7 @@ describe('getSlicePayload', () => { formDataWithNativeFilters, dashboards, owners, - { - datasource: '22__table', - viz_type: 'pie', - adhoc_filters: [ - { - clause: 'WHERE', - subject: 'year', - operator: 'TEMPORAL_RANGE', - comparator: 'No filter', - expressionType: 'SIMPLE', - }, - ], - }, + formDataFromSlice, ); expect(result).toHaveProperty('params'); expect(result).toHaveProperty('slice_name', sliceName); From a747eaa740604542f9a4c8ddec061c41a795d1ac Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Tue, 12 Sep 2023 09:46:18 -0700 Subject: [PATCH 010/105] build(deps-dev): bump eslint from 8.48.0 to 8.49.0 in /superset-websocket (#25263) Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- superset-websocket/package-lock.json | 46 ++++++++++++++-------------- superset-websocket/package.json | 2 +- 2 files changed, 24 insertions(+), 24 deletions(-) diff --git a/superset-websocket/package-lock.json b/superset-websocket/package-lock.json index 4b554d1322587..5b6db3452bf57 100644 --- a/superset-websocket/package-lock.json +++ b/superset-websocket/package-lock.json @@ -27,7 +27,7 @@ "@types/ws": "^8.5.5", "@typescript-eslint/eslint-plugin": "^5.61.0", "@typescript-eslint/parser": "^5.62.0", - "eslint": "^8.48.0", + "eslint": "^8.49.0", "eslint-config-prettier": "^9.0.0", "jest": "^27.3.1", "prettier": "^3.0.2", @@ -755,18 +755,18 @@ } }, "node_modules/@eslint/js": { - "version": "8.48.0", - "resolved": "https://registry.npmjs.org/@eslint/js/-/js-8.48.0.tgz", - "integrity": "sha512-ZSjtmelB7IJfWD2Fvb7+Z+ChTIKWq6kjda95fLcQKNS5aheVHn4IkfgRQE3sIIzTcSLwLcLZUD9UBt+V7+h+Pw==", + "version": "8.49.0", + "resolved": "https://registry.npmjs.org/@eslint/js/-/js-8.49.0.tgz", + "integrity": "sha512-1S8uAY/MTJqVx0SC4epBq+N2yhuwtNwLbJYNZyhL2pO1ZVKn5HFXav5T41Ryzy9K9V7ZId2JB2oy/W4aCd9/2w==", "dev": true, "engines": { "node": "^12.22.0 || ^14.17.0 || >=16.0.0" } }, "node_modules/@humanwhocodes/config-array": { - "version": "0.11.10", - "resolved": "https://registry.npmjs.org/@humanwhocodes/config-array/-/config-array-0.11.10.tgz", - "integrity": "sha512-KVVjQmNUepDVGXNuoRRdmmEjruj0KfiGSbS8LVc12LMsWDQzRXJ0qdhN8L8uUigKpfEHRhlaQFY0ib1tnUbNeQ==", + "version": "0.11.11", + "resolved": "https://registry.npmjs.org/@humanwhocodes/config-array/-/config-array-0.11.11.tgz", + "integrity": "sha512-N2brEuAadi0CcdeMXUkhbZB84eskAc8MEX1By6qEchoVywSgXPIjou4rYsl0V3Hj0ZnuGycGCjdNgockbzeWNA==", "dev": true, "dependencies": { "@humanwhocodes/object-schema": "^1.2.1", @@ -2493,16 +2493,16 @@ } }, "node_modules/eslint": { - "version": "8.48.0", - "resolved": "https://registry.npmjs.org/eslint/-/eslint-8.48.0.tgz", - "integrity": "sha512-sb6DLeIuRXxeM1YljSe1KEx9/YYeZFQWcV8Rq9HfigmdDEugjLEVEa1ozDjL6YDjBpQHPJxJzze+alxi4T3OLg==", + "version": "8.49.0", + "resolved": "https://registry.npmjs.org/eslint/-/eslint-8.49.0.tgz", + "integrity": "sha512-jw03ENfm6VJI0jA9U+8H5zfl5b+FvuU3YYvZRdZHOlU2ggJkxrlkJH4HcDrZpj6YwD8kuYqvQM8LyesoazrSOQ==", "dev": true, "dependencies": { "@eslint-community/eslint-utils": "^4.2.0", "@eslint-community/regexpp": "^4.6.1", "@eslint/eslintrc": "^2.1.2", - "@eslint/js": "8.48.0", - "@humanwhocodes/config-array": "^0.11.10", + "@eslint/js": "8.49.0", + "@humanwhocodes/config-array": "^0.11.11", "@humanwhocodes/module-importer": "^1.0.1", "@nodelib/fs.walk": "^1.2.8", "ajv": "^6.12.4", @@ -6590,15 +6590,15 @@ } }, "@eslint/js": { - "version": "8.48.0", - "resolved": "https://registry.npmjs.org/@eslint/js/-/js-8.48.0.tgz", - "integrity": "sha512-ZSjtmelB7IJfWD2Fvb7+Z+ChTIKWq6kjda95fLcQKNS5aheVHn4IkfgRQE3sIIzTcSLwLcLZUD9UBt+V7+h+Pw==", + "version": "8.49.0", + "resolved": "https://registry.npmjs.org/@eslint/js/-/js-8.49.0.tgz", + "integrity": "sha512-1S8uAY/MTJqVx0SC4epBq+N2yhuwtNwLbJYNZyhL2pO1ZVKn5HFXav5T41Ryzy9K9V7ZId2JB2oy/W4aCd9/2w==", "dev": true }, "@humanwhocodes/config-array": { - "version": "0.11.10", - "resolved": "https://registry.npmjs.org/@humanwhocodes/config-array/-/config-array-0.11.10.tgz", - "integrity": "sha512-KVVjQmNUepDVGXNuoRRdmmEjruj0KfiGSbS8LVc12LMsWDQzRXJ0qdhN8L8uUigKpfEHRhlaQFY0ib1tnUbNeQ==", + "version": "0.11.11", + "resolved": "https://registry.npmjs.org/@humanwhocodes/config-array/-/config-array-0.11.11.tgz", + "integrity": "sha512-N2brEuAadi0CcdeMXUkhbZB84eskAc8MEX1By6qEchoVywSgXPIjou4rYsl0V3Hj0ZnuGycGCjdNgockbzeWNA==", "dev": true, "requires": { "@humanwhocodes/object-schema": "^1.2.1", @@ -7940,16 +7940,16 @@ } }, "eslint": { - "version": "8.48.0", - "resolved": "https://registry.npmjs.org/eslint/-/eslint-8.48.0.tgz", - "integrity": "sha512-sb6DLeIuRXxeM1YljSe1KEx9/YYeZFQWcV8Rq9HfigmdDEugjLEVEa1ozDjL6YDjBpQHPJxJzze+alxi4T3OLg==", + "version": "8.49.0", + "resolved": "https://registry.npmjs.org/eslint/-/eslint-8.49.0.tgz", + "integrity": "sha512-jw03ENfm6VJI0jA9U+8H5zfl5b+FvuU3YYvZRdZHOlU2ggJkxrlkJH4HcDrZpj6YwD8kuYqvQM8LyesoazrSOQ==", "dev": true, "requires": { "@eslint-community/eslint-utils": "^4.2.0", "@eslint-community/regexpp": "^4.6.1", "@eslint/eslintrc": "^2.1.2", - "@eslint/js": "8.48.0", - "@humanwhocodes/config-array": "^0.11.10", + "@eslint/js": "8.49.0", + "@humanwhocodes/config-array": "^0.11.11", "@humanwhocodes/module-importer": "^1.0.1", "@nodelib/fs.walk": "^1.2.8", "ajv": "^6.12.4", diff --git a/superset-websocket/package.json b/superset-websocket/package.json index e9918970aacaa..73caa169154a7 100644 --- a/superset-websocket/package.json +++ b/superset-websocket/package.json @@ -34,7 +34,7 @@ "@types/ws": "^8.5.5", "@typescript-eslint/eslint-plugin": "^5.61.0", "@typescript-eslint/parser": "^5.62.0", - "eslint": "^8.48.0", + "eslint": "^8.49.0", "eslint-config-prettier": "^9.0.0", "jest": "^27.3.1", "prettier": "^3.0.2", From 8eff5a75b433592462fba3841419efbe264f9745 Mon Sep 17 00:00:00 2001 From: John Bodley <4567245+john-bodley@users.noreply.github.com> Date: Tue, 12 Sep 2023 14:39:38 -0700 Subject: [PATCH 011/105] chore: Remove the ability to switch to filter-box chart when DASHBOARD_NATIVE_FILTERS feature is enabled (#25275) --- .../explore/components/controls/VizTypeControl/index.tsx | 9 +++++++++ superset-frontend/src/pages/ChartCreation/index.tsx | 2 +- 2 files changed, 10 insertions(+), 1 deletion(-) diff --git a/superset-frontend/src/explore/components/controls/VizTypeControl/index.tsx b/superset-frontend/src/explore/components/controls/VizTypeControl/index.tsx index bdfcf1e40a87d..ec78b4267d870 100644 --- a/superset-frontend/src/explore/components/controls/VizTypeControl/index.tsx +++ b/superset-frontend/src/explore/components/controls/VizTypeControl/index.tsx @@ -23,6 +23,8 @@ import { getChartMetadataRegistry, styled, SupersetTheme, + isFeatureEnabled, + FeatureFlag, } from '@superset-ui/core'; import { usePluginContext } from 'src/components/DynamicPlugins'; import Modal from 'src/components/Modal'; @@ -46,6 +48,13 @@ const bootstrapData = getBootstrapData(); const denyList: string[] = bootstrapData.common.conf.VIZ_TYPE_DENYLIST || []; const metadataRegistry = getChartMetadataRegistry(); +if ( + isFeatureEnabled(FeatureFlag.DASHBOARD_NATIVE_FILTERS) && + !denyList.includes('filter_box') +) { + denyList.push('filter_box'); +} + export const VIZ_TYPE_CONTROL_TEST_ID = 'viz-type-control'; function VizSupportValidation({ vizType }: { vizType: string }) { diff --git a/superset-frontend/src/pages/ChartCreation/index.tsx b/superset-frontend/src/pages/ChartCreation/index.tsx index 18b8080db7aef..c09172e99d4f5 100644 --- a/superset-frontend/src/pages/ChartCreation/index.tsx +++ b/superset-frontend/src/pages/ChartCreation/index.tsx @@ -70,7 +70,7 @@ const denyList: string[] = bootstrapData.common.conf.VIZ_TYPE_DENYLIST || []; if ( isFeatureEnabled(FeatureFlag.DASHBOARD_NATIVE_FILTERS) && - !('filter_box' in denyList) + !denyList.includes('filter_box') ) { denyList.push('filter_box'); } From 426aa777fb78ee14199981da9187a0aae1686563 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Wed, 13 Sep 2023 09:49:00 -0700 Subject: [PATCH 012/105] build(deps): bump uuid from 9.0.0 to 9.0.1 in /superset-websocket (#25279) Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- superset-websocket/package-lock.json | 18 +++++++++++------- superset-websocket/package.json | 2 +- 2 files changed, 12 insertions(+), 8 deletions(-) diff --git a/superset-websocket/package-lock.json b/superset-websocket/package-lock.json index 5b6db3452bf57..7037b231212e7 100644 --- a/superset-websocket/package-lock.json +++ b/superset-websocket/package-lock.json @@ -13,7 +13,7 @@ "hot-shots": "^10.0.0", "ioredis": "^4.28.0", "jsonwebtoken": "^9.0.2", - "uuid": "^9.0.0", + "uuid": "^9.0.1", "winston": "^3.10.0", "ws": "^8.13.0" }, @@ -5756,9 +5756,13 @@ "integrity": "sha1-RQ1Nyfpw3nMnYvvS1KKJgUGaDM8=" }, "node_modules/uuid": { - "version": "9.0.0", - "resolved": "https://registry.npmjs.org/uuid/-/uuid-9.0.0.tgz", - "integrity": "sha512-MXcSTerfPa4uqyzStbRoTgt5XIe3x5+42+q1sDuy3R5MDk66URdLMOZe5aPX/SQd+kuYAh0FdP/pO28IkQyTeg==", + "version": "9.0.1", + "resolved": "https://registry.npmjs.org/uuid/-/uuid-9.0.1.tgz", + "integrity": "sha512-b+1eJOlsR9K8HJpow9Ok3fiWOWSIcIzXodvv0rQjVoOVNpWMpxf1wZNpt4y9h10odCNrqnYp1OBzRktckBe3sA==", + "funding": [ + "https://github.com/sponsors/broofa", + "https://github.com/sponsors/ctavan" + ], "bin": { "uuid": "dist/bin/uuid" } @@ -10389,9 +10393,9 @@ "integrity": "sha1-RQ1Nyfpw3nMnYvvS1KKJgUGaDM8=" }, "uuid": { - "version": "9.0.0", - "resolved": "https://registry.npmjs.org/uuid/-/uuid-9.0.0.tgz", - "integrity": "sha512-MXcSTerfPa4uqyzStbRoTgt5XIe3x5+42+q1sDuy3R5MDk66URdLMOZe5aPX/SQd+kuYAh0FdP/pO28IkQyTeg==" + "version": "9.0.1", + "resolved": "https://registry.npmjs.org/uuid/-/uuid-9.0.1.tgz", + "integrity": "sha512-b+1eJOlsR9K8HJpow9Ok3fiWOWSIcIzXodvv0rQjVoOVNpWMpxf1wZNpt4y9h10odCNrqnYp1OBzRktckBe3sA==" }, "v8-compile-cache-lib": { "version": "3.0.1", diff --git a/superset-websocket/package.json b/superset-websocket/package.json index 73caa169154a7..a9670ef295a12 100644 --- a/superset-websocket/package.json +++ b/superset-websocket/package.json @@ -20,7 +20,7 @@ "hot-shots": "^10.0.0", "ioredis": "^4.28.0", "jsonwebtoken": "^9.0.2", - "uuid": "^9.0.0", + "uuid": "^9.0.1", "winston": "^3.10.0", "ws": "^8.13.0" }, From e1ddba9c0f41a4cdedc69b70b426f596c5c6c3f6 Mon Sep 17 00:00:00 2001 From: Josh Soref <2119212+jsoref@users.noreply.github.com> Date: Thu, 14 Sep 2023 08:31:56 -0400 Subject: [PATCH 013/105] docs: rewrite superset docker localhost prose (#25296) Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com> --- .../installing-superset-using-docker-compose.mdx | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/docs/docs/installation/installing-superset-using-docker-compose.mdx b/docs/docs/installation/installing-superset-using-docker-compose.mdx index 9493cca4357aa..d0451fb19a4f4 100644 --- a/docs/docs/installation/installing-superset-using-docker-compose.mdx +++ b/docs/docs/installation/installing-superset-using-docker-compose.mdx @@ -138,9 +138,9 @@ password: admin ### 5. Connecting Superset to your local database instance -When running Superset using `docker` or `docker-compose` it runs in its own docker container, as if the Superset was running in a separate machine entirely. Therefore attempts to connect to your local database with hostname `localhost` won't work as `localhost` refers to the docker container Superset is running in, and not your actual host machine. Fortunately, docker provides an easy way to access network resources in the host machine from inside a container, and we will leverage this capability to connect to our local database instance. +When running Superset using `docker` or `docker-compose` it runs in its own docker container, as if the Superset was running in a separate machine entirely. Therefore attempts to connect to your local database with the hostname `localhost` won't work as `localhost` refers to the docker container Superset is running in, and not your actual host machine. Fortunately, docker provides an easy way to access network resources in the host machine from inside a container, and we will leverage this capability to connect to our local database instance. Here the instructions are for connecting to postgresql (which is running on your host machine) from Superset (which is running in its docker container). Other databases may have slightly different configurations but gist would be same and boils down to 2 steps - -1. **(Mac users may skip this step)** Configuring the local postgresql/database instance to accept public incoming connections. By default postgresql only allows incoming connections from `localhost` only, but re-iterating once again, `localhosts` are different for host machine and docker container. For postgresql this involves make one-line changes to the files `postgresql.conf` and `pg_hba.conf`, you can find helpful links tailored to your OS / PG version on the web easily for this task. For docker it suffices to only whitelist IPs `172.0.0.0/8` instead of `*`, but in any case you are _warned_ that doing this in a production database _may_ have disastrous consequences as you are opening your database to the public internet. -2. Instead of `localhost`, try using `host.docker.internal` (Mac users, Ubuntu) or `172.18.0.1` (Linux users) as the host name when attempting to connect to the database. This is docker internal detail, what is happening is that in Mac systems docker creates a dns entry for the host name `host.docker.internal` which resolves to the correct address for the host machine, whereas in linux this is not the case (at least by default). If neither of these 2 hostnames work then you may want to find the exact host name you want to use, for that you can do `ifconfig` or `ip addr show` and look at the IP address of `docker0` interface that must have been created by docker for you. Alternately if you don't even see the `docker0` interface try (if needed with sudo) `docker network inspect bridge` and see if there is an entry for `"Gateway"` and note the IP address. +1. **(Mac users may skip this step)** Configuring the local postgresql/database instance to accept public incoming connections. By default, postgresql only allows incoming connections from `localhost` and under Docker, unless you use `--network=host`, `localhost` will refer to different endpoints on the host machine and in a docker container respectively. Allowing postgresql to accept connections from the Docker involves making one-line changes to the files `postgresql.conf` and `pg_hba.conf`; you can find helpful links tailored to your OS / PG version on the web easily for this task. For Docker it suffices to only whitelist IPs `172.0.0.0/8` instead of `*`, but in any case you are _warned_ that doing this in a production database _may_ have disastrous consequences as you are opening your database to the public internet. +2. Instead of `localhost`, try using `host.docker.internal` (Mac users, Ubuntu) or `172.18.0.1` (Linux users) as the hostname when attempting to connect to the database. This is a Docker internal detail -- what is happening is that, in Mac systems, Docker Desktop creates a dns entry for the hostname `host.docker.internal` which resolves to the correct address for the host machine, whereas in Linux this is not the case (at least by default). If neither of these 2 hostnames work then you may want to find the exact hostname you want to use, for that you can do `ifconfig` or `ip addr show` and look at the IP address of `docker0` interface that must have been created by Docker for you. Alternately if you don't even see the `docker0` interface try (if needed with sudo) `docker network inspect bridge` and see if there is an entry for `"Gateway"` and note the IP address. From bb002d6147c82de692f6692e77f59bd729953495 Mon Sep 17 00:00:00 2001 From: Beto Dealmeida Date: Thu, 14 Sep 2023 09:05:19 -0700 Subject: [PATCH 014/105] fix: is_select with UNION (#25290) --- superset/sql_parse.py | 10 +++++++--- tests/unit_tests/sql_parse_tests.py | 10 ++++++++++ 2 files changed, 17 insertions(+), 3 deletions(-) diff --git a/superset/sql_parse.py b/superset/sql_parse.py index 34fc354730536..d75551bef0767 100644 --- a/superset/sql_parse.py +++ b/superset/sql_parse.py @@ -229,13 +229,17 @@ def _check_cte_is_select(self, oxide_parse: list[dict[str, Any]]) -> bool: :param oxide_parse: parsed CTE :return: True if CTE is a SELECT statement """ + + def is_body_select(body: dict[str, Any]) -> bool: + if op := body.get("SetOperation"): + return is_body_select(op["left"]) and is_body_select(op["right"]) + return all(key == "Select" for key in body.keys()) + for query in oxide_parse: parsed_query = query["Query"] cte_tables = self._get_cte_tables(parsed_query) for cte_table in cte_tables: - is_select = all( - key == "Select" for key in cte_table["query"]["body"].keys() - ) + is_select = is_body_select(cte_table["query"]["body"]) if not is_select: return False return True diff --git a/tests/unit_tests/sql_parse_tests.py b/tests/unit_tests/sql_parse_tests.py index 73074d3df64bf..341ba9d789396 100644 --- a/tests/unit_tests/sql_parse_tests.py +++ b/tests/unit_tests/sql_parse_tests.py @@ -1623,3 +1623,13 @@ def test_is_select() -> None: Test `is_select`. """ assert not ParsedQuery("SELECT 1; DROP DATABASE superset").is_select() + assert ParsedQuery( + "with base as(select id from table1 union all select id from table2) select * from base" + ).is_select() + assert ParsedQuery( + """ +WITH t AS ( + SELECT 1 UNION ALL SELECT 2 +) +SELECT * FROM t""" + ).is_select() From ec6191023263ac5f8292dd37f037805c3196e029 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Thu, 14 Sep 2023 09:49:54 -0700 Subject: [PATCH 015/105] build(deps): bump ws from 8.13.0 to 8.14.1 in /superset-websocket (#25293) Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- superset-websocket/package-lock.json | 14 +++++++------- superset-websocket/package.json | 2 +- 2 files changed, 8 insertions(+), 8 deletions(-) diff --git a/superset-websocket/package-lock.json b/superset-websocket/package-lock.json index 7037b231212e7..96352f156c763 100644 --- a/superset-websocket/package-lock.json +++ b/superset-websocket/package-lock.json @@ -15,7 +15,7 @@ "jsonwebtoken": "^9.0.2", "uuid": "^9.0.1", "winston": "^3.10.0", - "ws": "^8.13.0" + "ws": "^8.14.1" }, "devDependencies": { "@types/cookie": "^0.5.1", @@ -5958,9 +5958,9 @@ } }, "node_modules/ws": { - "version": "8.13.0", - "resolved": "https://registry.npmjs.org/ws/-/ws-8.13.0.tgz", - "integrity": "sha512-x9vcZYTrFPC7aSIbj7sRCYo7L/Xb8Iy+pW0ng0wt2vCJv7M9HOMy0UoN3rr+IFC7hb7vXoqS+P9ktyLLLhO+LA==", + "version": "8.14.1", + "resolved": "https://registry.npmjs.org/ws/-/ws-8.14.1.tgz", + "integrity": "sha512-4OOseMUq8AzRBI/7SLMUwO+FEDnguetSk7KMb1sHwvF2w2Wv5Hoj0nlifx8vtGsftE/jWHojPy8sMMzYLJ2G/A==", "engines": { "node": ">=10.0.0" }, @@ -10554,9 +10554,9 @@ } }, "ws": { - "version": "8.13.0", - "resolved": "https://registry.npmjs.org/ws/-/ws-8.13.0.tgz", - "integrity": "sha512-x9vcZYTrFPC7aSIbj7sRCYo7L/Xb8Iy+pW0ng0wt2vCJv7M9HOMy0UoN3rr+IFC7hb7vXoqS+P9ktyLLLhO+LA==", + "version": "8.14.1", + "resolved": "https://registry.npmjs.org/ws/-/ws-8.14.1.tgz", + "integrity": "sha512-4OOseMUq8AzRBI/7SLMUwO+FEDnguetSk7KMb1sHwvF2w2Wv5Hoj0nlifx8vtGsftE/jWHojPy8sMMzYLJ2G/A==", "requires": {} }, "xml-name-validator": { diff --git a/superset-websocket/package.json b/superset-websocket/package.json index a9670ef295a12..a92757a281a1d 100644 --- a/superset-websocket/package.json +++ b/superset-websocket/package.json @@ -22,7 +22,7 @@ "jsonwebtoken": "^9.0.2", "uuid": "^9.0.1", "winston": "^3.10.0", - "ws": "^8.13.0" + "ws": "^8.14.1" }, "devDependencies": { "@types/cookie": "^0.5.1", From 467e062e8eb93ff6491806cc76a692ed125e0c31 Mon Sep 17 00:00:00 2001 From: Aleksey Karpov <86011874+alekseyolg@users.noreply.github.com> Date: Fri, 15 Sep 2023 00:23:48 +0300 Subject: [PATCH 016/105] build(docker): bump geckodriver and firefox to latest (#25287) --- Dockerfile | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/Dockerfile b/Dockerfile index 4558e27f85587..5d6a64dbf7499 100644 --- a/Dockerfile +++ b/Dockerfile @@ -104,8 +104,8 @@ CMD ["/usr/bin/run-server.sh"] # Dev image... ###################################################################### FROM lean AS dev -ARG GECKODRIVER_VERSION=v0.32.0 \ - FIREFOX_VERSION=106.0.3 +ARG GECKODRIVER_VERSION=v0.33.0 \ + FIREFOX_VERSION=117.0.1 USER root From 14c324950a54111a6643bb5fc7651e665fd6402c Mon Sep 17 00:00:00 2001 From: Stepan <66589759+Always-prog@users.noreply.github.com> Date: Fri, 15 Sep 2023 01:57:08 +0300 Subject: [PATCH 017/105] feat(datasource): Checkbox for always filtering main dttm in datasource (#25204) Co-authored-by: Elizabeth Thompson --- .../Datasource/DatasourceEditor.jsx | 10 +++ .../components/Datasource/DatasourceModal.tsx | 1 + .../src/features/datasets/types.ts | 1 + superset/connectors/sqla/models.py | 4 ++ superset/connectors/sqla/views.py | 7 ++ superset/dashboards/schemas.py | 1 + superset/datasets/api.py | 2 + superset/datasets/commands/duplicate.py | 1 + superset/datasets/schemas.py | 4 ++ superset/db_engine_specs/README.md | 38 ----------- superset/db_engine_specs/base.py | 1 - superset/db_engine_specs/clickhouse.py | 1 - superset/db_engine_specs/elasticsearch.py | 2 - superset/db_engine_specs/kusto.py | 2 - superset/db_engine_specs/lib.py | 1 - superset/db_engine_specs/solr.py | 1 - ...0b4400c_added_time_secondary_column_to_.py | 67 +++++++++++++++++++ superset/models/helpers.py | 6 +- superset/views/datasource/schemas.py | 4 ++ superset/views/datasource/views.py | 2 + tests/integration_tests/dashboard_utils.py | 7 +- tests/integration_tests/datasets/api_tests.py | 1 + .../datasets/commands_tests.py | 2 + tests/integration_tests/datasource_tests.py | 58 ++++++++++++++++ .../fixtures/importexport.py | 2 + .../datasets/commands/export_test.py | 2 + 26 files changed, 180 insertions(+), 48 deletions(-) create mode 100755 superset/migrations/versions/2023-09-06_13-18_317970b4400c_added_time_secondary_column_to_.py diff --git a/superset-frontend/src/components/Datasource/DatasourceEditor.jsx b/superset-frontend/src/components/Datasource/DatasourceEditor.jsx index 3d0cc7da57a71..b695a634aa7a1 100644 --- a/superset-frontend/src/components/Datasource/DatasourceEditor.jsx +++ b/superset-frontend/src/components/Datasource/DatasourceEditor.jsx @@ -766,6 +766,7 @@ class DatasourceEditor extends React.PureComponent { ? encodeURIComponent(datasource.table_name) : datasource.table_name, normalize_columns: datasource.normalize_columns, + always_filter_main_dttm: datasource.always_filter_main_dttm, }; Object.entries(params).forEach(([key, value]) => { // rison can't encode the undefined value @@ -1003,6 +1004,15 @@ class DatasourceEditor extends React.PureComponent { )} control={} /> + } + /> ); } diff --git a/superset-frontend/src/components/Datasource/DatasourceModal.tsx b/superset-frontend/src/components/Datasource/DatasourceModal.tsx index f9c40c47ba02e..d4239136a7d1d 100644 --- a/superset-frontend/src/components/Datasource/DatasourceModal.tsx +++ b/superset-frontend/src/components/Datasource/DatasourceModal.tsx @@ -129,6 +129,7 @@ const DatasourceModal: FunctionComponent = ({ description: currentDatasource.description, main_dttm_col: currentDatasource.main_dttm_col, normalize_columns: currentDatasource.normalize_columns, + always_filter_main_dttm: currentDatasource.always_filter_main_dttm, offset: currentDatasource.offset, default_endpoint: currentDatasource.default_endpoint, cache_timeout: diff --git a/superset-frontend/src/features/datasets/types.ts b/superset-frontend/src/features/datasets/types.ts index 9163306267b89..6ac19a7649174 100644 --- a/superset-frontend/src/features/datasets/types.ts +++ b/superset-frontend/src/features/datasets/types.ts @@ -64,4 +64,5 @@ export type DatasetObject = { extra?: string; is_managed_externally: boolean; normalize_columns: boolean; + always_filter_main_dttm: boolean; }; diff --git a/superset/connectors/sqla/models.py b/superset/connectors/sqla/models.py index cdebe8724cf64..b680b8df864e5 100644 --- a/superset/connectors/sqla/models.py +++ b/superset/connectors/sqla/models.py @@ -545,6 +545,7 @@ class SqlaTable( template_params = Column(Text) extra = Column(Text) normalize_columns = Column(Boolean, default=False) + always_filter_main_dttm = Column(Boolean, default=False) baselink = "tablemodelview" @@ -564,6 +565,7 @@ class SqlaTable( "fetch_values_predicate", "extra", "normalize_columns", + "always_filter_main_dttm", ] update_from_object_fields = [f for f in export_fields if f != "database_id"] export_parent = "database" @@ -761,6 +763,8 @@ def data(self) -> dict[str, Any]: data_["health_check_message"] = self.health_check_message data_["extra"] = self.extra data_["owners"] = self.owners_data + data_["always_filter_main_dttm"] = self.always_filter_main_dttm + data_["normalize_columns"] = self.normalize_columns return data_ @property diff --git a/superset/connectors/sqla/views.py b/superset/connectors/sqla/views.py index d79f5f6358edd..1ba10f18b216a 100644 --- a/superset/connectors/sqla/views.py +++ b/superset/connectors/sqla/views.py @@ -314,6 +314,7 @@ class TableModelView( # pylint: disable=too-many-ancestors "template_params", "extra", "normalize_columns", + "always_filter_main_dttm", ] base_filters = [["id", DatasourceFilter, lambda: []]] show_columns = edit_columns + ["perm", "slices"] @@ -384,6 +385,12 @@ class TableModelView( # pylint: disable=too-many-ancestors "Allow column names to be changed to case insensitive format, " "if supported (e.g. Oracle, Snowflake)." ), + "always_filter_main_dttm": _( + "Datasets can have a main temporal column (main_dttm_col), " + "but can also have secondary time columns. " + "When this attribute is true, whenever the secondary columns are filtered, " + "the same filter is applied to the main datetime column." + ), } label_columns = { "slices": _("Associated Charts"), diff --git a/superset/dashboards/schemas.py b/superset/dashboards/schemas.py index 7384d4877586b..73c613f05f422 100644 --- a/superset/dashboards/schemas.py +++ b/superset/dashboards/schemas.py @@ -245,6 +245,7 @@ class DashboardDatasetSchema(Schema): time_grain_sqla = fields.List(fields.List(fields.Str())) granularity_sqla = fields.List(fields.List(fields.Str())) normalize_columns = fields.Bool() + always_filter_main_dttm = fields.Bool() class BaseDashboardSchema(Schema): diff --git a/superset/datasets/api.py b/superset/datasets/api.py index 9bbb6acd218f0..5c722cc0df963 100644 --- a/superset/datasets/api.py +++ b/superset/datasets/api.py @@ -143,6 +143,7 @@ class DatasetRestApi(BaseSupersetModelRestApi): "description", "main_dttm_col", "normalize_columns", + "always_filter_main_dttm", "offset", "default_endpoint", "cache_timeout", @@ -221,6 +222,7 @@ class DatasetRestApi(BaseSupersetModelRestApi): "description", "main_dttm_col", "normalize_columns", + "always_filter_main_dttm", "offset", "default_endpoint", "cache_timeout", diff --git a/superset/datasets/commands/duplicate.py b/superset/datasets/commands/duplicate.py index 9fc05c0960a5f..12ae96e0aee47 100644 --- a/superset/datasets/commands/duplicate.py +++ b/superset/datasets/commands/duplicate.py @@ -68,6 +68,7 @@ def run(self) -> Model: table.schema = self._base_model.schema table.template_params = self._base_model.template_params table.normalize_columns = self._base_model.normalize_columns + table.always_filter_main_dttm = self._base_model.always_filter_main_dttm table.is_sqllab_view = True table.sql = ParsedQuery(self._base_model.sql).stripped() db.session.add(table) diff --git a/superset/datasets/schemas.py b/superset/datasets/schemas.py index 66d80e1842b9a..0b137e96a7da9 100644 --- a/superset/datasets/schemas.py +++ b/superset/datasets/schemas.py @@ -99,6 +99,7 @@ class DatasetPostSchema(Schema): is_managed_externally = fields.Boolean(allow_none=True, dump_default=False) external_url = fields.String(allow_none=True) normalize_columns = fields.Boolean(load_default=False) + always_filter_main_dttm = fields.Boolean(load_default=False) class DatasetPutSchema(Schema): @@ -111,6 +112,7 @@ class DatasetPutSchema(Schema): description = fields.String(allow_none=True) main_dttm_col = fields.String(allow_none=True) normalize_columns = fields.Boolean(allow_none=True, dump_default=False) + always_filter_main_dttm = fields.Boolean(load_default=False) offset = fields.Integer(allow_none=True) default_endpoint = fields.String(allow_none=True) cache_timeout = fields.Integer(allow_none=True) @@ -250,6 +252,7 @@ def fix_extra(self, data: dict[str, Any], **kwargs: Any) -> dict[str, Any]: is_managed_externally = fields.Boolean(allow_none=True, dump_default=False) external_url = fields.String(allow_none=True) normalize_columns = fields.Boolean(load_default=False) + always_filter_main_dttm = fields.Boolean(load_default=False) class GetOrCreateDatasetSchema(Schema): @@ -266,6 +269,7 @@ class GetOrCreateDatasetSchema(Schema): metadata={"description": "Template params for the table"} ) normalize_columns = fields.Boolean(load_default=False) + always_filter_main_dttm = fields.Boolean(load_default=False) class DatasetSchema(SQLAlchemyAutoSchema): diff --git a/superset/db_engine_specs/README.md b/superset/db_engine_specs/README.md index 7f84a81029915..2f82b42c68567 100644 --- a/superset/db_engine_specs/README.md +++ b/superset/db_engine_specs/README.md @@ -156,44 +156,6 @@ FROM GROUP BY UPPER(country_of_origin) ``` - -### `time_secondary_columns = False` - -Datasets can have a main datetime column (`main_dttm_col`), but can also have secondary time columns. When this attribute is true, wheneve the secondary columns are filtered, the same filter is applied to the main datetime column. - -This might be useful if you have a table partitioned on a daily `ds` column in Hive (which doesn't support indexes), and a secondary column with the timestamp of the events, ie: - -| ds | event | ... | -| ---------- | ------------------- | --- | -| 2023-01-01 | 2023-01-01 23:58:41 | ... | -| 2023-01-02 | 2023-01-02 00:03:17 | ... | -| 2023-01-02 | 2023-01-02 00:14:02 | ... | - -With the table above, filtering only on `event` can be very innefective. For example, this query: - -```sql -SELECT - * -FROM - some_table -WHERE - event BETWEEN '2023-01-02 00:00:00' AND '2023-01-02 01:00:00' -``` - -Would scan all the `ds` partitions, even though only one is needed! By setting the attribute to true, if `ds` is set as the main datetime column then the query would be generated as: - -```sql -SELECT - * -FROM - some_table -WHERE - event BETWEEN '2023-01-02 00:00:00' AND '2023-01-02 01:00:00' AND - ds BETWEEN '2023-01-02 00:00:00' AND '2023-01-02 01:00:00' -``` - -Which reads data from a single partition instead. - ### `time_groupby_inline = False` In theory this attribute should be used to ommit time filters from the self-joins. When the attribute is false the time attribute will be present in the subquery used to compute limited series, eg: diff --git a/superset/db_engine_specs/base.py b/superset/db_engine_specs/base.py index 4ca71340a95f2..a30b5dc426403 100644 --- a/superset/db_engine_specs/base.py +++ b/superset/db_engine_specs/base.py @@ -326,7 +326,6 @@ class BaseEngineSpec: # pylint: disable=too-many-public-methods # Does database support join-free timeslot grouping time_groupby_inline = False limit_method = LimitMethod.FORCE_LIMIT - time_secondary_columns = False allows_joins = True allows_subqueries = True allows_alias_in_select = True diff --git a/superset/db_engine_specs/clickhouse.py b/superset/db_engine_specs/clickhouse.py index af38c15e0b378..4c5ec44d56f57 100644 --- a/superset/db_engine_specs/clickhouse.py +++ b/superset/db_engine_specs/clickhouse.py @@ -52,7 +52,6 @@ class ClickHouseBaseEngineSpec(BaseEngineSpec): """Shared engine spec for ClickHouse.""" - time_secondary_columns = True time_groupby_inline = True _time_grain_expressions = { diff --git a/superset/db_engine_specs/elasticsearch.py b/superset/db_engine_specs/elasticsearch.py index 173302d58b526..ae6d9b9628b33 100644 --- a/superset/db_engine_specs/elasticsearch.py +++ b/superset/db_engine_specs/elasticsearch.py @@ -36,7 +36,6 @@ class ElasticSearchEngineSpec(BaseEngineSpec): # pylint: disable=abstract-metho engine = "elasticsearch" engine_name = "ElasticSearch (SQL API)" time_groupby_inline = True - time_secondary_columns = True allows_joins = False allows_subqueries = True allows_sql_comments = False @@ -98,7 +97,6 @@ def convert_dttm( class OpenDistroEngineSpec(BaseEngineSpec): # pylint: disable=abstract-method time_groupby_inline = True - time_secondary_columns = True allows_joins = False allows_subqueries = True allows_sql_comments = False diff --git a/superset/db_engine_specs/kusto.py b/superset/db_engine_specs/kusto.py index 554e8b029f098..332d1c1c6a835 100644 --- a/superset/db_engine_specs/kusto.py +++ b/superset/db_engine_specs/kusto.py @@ -37,7 +37,6 @@ class KustoSqlEngineSpec(BaseEngineSpec): # pylint: disable=abstract-method engine = "kustosql" engine_name = "KustoSQL" time_groupby_inline = True - time_secondary_columns = True allows_joins = True allows_subqueries = True allows_sql_comments = False @@ -116,7 +115,6 @@ class KustoKqlEngineSpec(BaseEngineSpec): # pylint: disable=abstract-method engine = "kustokql" engine_name = "KustoKQL" time_groupby_inline = True - time_secondary_columns = True allows_joins = True allows_subqueries = True allows_sql_comments = False diff --git a/superset/db_engine_specs/lib.py b/superset/db_engine_specs/lib.py index 584cc4299c469..81b695bf3ed7e 100644 --- a/superset/db_engine_specs/lib.py +++ b/superset/db_engine_specs/lib.py @@ -125,7 +125,6 @@ def diagnose(spec: type[BaseEngineSpec]) -> dict[str, Any]: "subqueries": spec.allows_subqueries, "alias_in_select": spec.allows_alias_in_select, "alias_in_orderby": spec.allows_alias_in_orderby, - "secondary_time_columns": spec.time_secondary_columns, "time_groupby_inline": spec.time_groupby_inline, "alias_to_source_column": not spec.allows_alias_to_source_column, "order_by_not_in_select": spec.allows_hidden_orderby_agg, diff --git a/superset/db_engine_specs/solr.py b/superset/db_engine_specs/solr.py index c9f6264670eb1..bf7ad6429d3c4 100644 --- a/superset/db_engine_specs/solr.py +++ b/superset/db_engine_specs/solr.py @@ -25,7 +25,6 @@ class SolrEngineSpec(BaseEngineSpec): # pylint: disable=abstract-method engine_name = "Apache Solr" time_groupby_inline = False - time_secondary_columns = False allows_joins = False allows_subqueries = False diff --git a/superset/migrations/versions/2023-09-06_13-18_317970b4400c_added_time_secondary_column_to_.py b/superset/migrations/versions/2023-09-06_13-18_317970b4400c_added_time_secondary_column_to_.py new file mode 100755 index 0000000000000..859a6fe5903ea --- /dev/null +++ b/superset/migrations/versions/2023-09-06_13-18_317970b4400c_added_time_secondary_column_to_.py @@ -0,0 +1,67 @@ +# Licensed to the Apache Software Foundation (ASF) under one +# or more contributor license agreements. See the NOTICE file +# distributed with this work for additional information +# regarding copyright ownership. The ASF licenses this file +# to you under the Apache License, Version 2.0 (the +# "License"); you may not use this file except in compliance +# with the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, +# software distributed under the License is distributed on an +# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +# KIND, either express or implied. See the License for the +# specific language governing permissions and limitations +# under the License. +"""Added always_filter_main_dttm to datasource + +Revision ID: 317970b4400c +Revises: ec54aca4c8a2 +Create Date: 2023-09-06 13:18:59.597259 + +""" + +# revision identifiers, used by Alembic. +revision = "317970b4400c" +down_revision = "ec54aca4c8a2" + +import sqlalchemy as sa +from alembic import op +from sqlalchemy.ext.declarative import declarative_base +from sqlalchemy.orm import Session + +from superset import db +from superset.migrations.shared.utils import paginated_update + +Base = declarative_base() + + +class SqlaTable(Base): + __tablename__ = "tables" + + id = sa.Column(sa.Integer, primary_key=True) + always_filter_main_dttm = sa.Column(sa.Boolean()) + + +def upgrade(): + op.add_column( + "tables", + sa.Column( + "always_filter_main_dttm", + sa.Boolean(), + nullable=True, + default=False, + server_default=sa.false(), + ), + ) + + bind = op.get_bind() + session = db.Session(bind=bind) + + for table in paginated_update(session.query(SqlaTable)): + table.always_filter_main_dttm = False + + +def downgrade(): + op.drop_column("tables", "always_filter_main_dttm") diff --git a/superset/models/helpers.py b/superset/models/helpers.py index 6ae1e4d0a014a..83ec9ba37c4fa 100644 --- a/superset/models/helpers.py +++ b/superset/models/helpers.py @@ -752,6 +752,10 @@ def offset(self) -> int: def main_dttm_col(self) -> Optional[str]: raise NotImplementedError() + @property + def always_filter_main_dttm(self) -> Optional[bool]: + return False + @property def dttm_cols(self) -> list[str]: raise NotImplementedError() @@ -1676,7 +1680,7 @@ def get_sqla_query( # pylint: disable=too-many-arguments,too-many-locals,too-ma # Use main dttm column to support index with secondary dttm columns. if ( - db_engine_spec.time_secondary_columns + self.always_filter_main_dttm and self.main_dttm_col in self.dttm_cols and self.main_dttm_col != dttm_col.column_name ): diff --git a/superset/views/datasource/schemas.py b/superset/views/datasource/schemas.py index 9c4b95b8da7d8..73496b02b2855 100644 --- a/superset/views/datasource/schemas.py +++ b/superset/views/datasource/schemas.py @@ -29,6 +29,7 @@ class ExternalMetadataParams(TypedDict): schema_name: str table_name: str normalize_columns: Optional[bool] + always_filter_main_dttm: Optional[bool] get_external_metadata_schema = { @@ -37,6 +38,7 @@ class ExternalMetadataParams(TypedDict): "schema_name": "string", "table_name": "string", "normalize_columns": "boolean", + "always_filter_main_dttm": "boolean", } @@ -46,6 +48,7 @@ class ExternalMetadataSchema(Schema): schema_name = fields.Str(allow_none=True) table_name = fields.Str(required=True) normalize_columns = fields.Bool(allow_none=True) + always_filter_main_dttm = fields.Bool(allow_none=True) # pylint: disable=unused-argument @post_load @@ -60,6 +63,7 @@ def normalize( schema_name=data.get("schema_name", ""), table_name=data["table_name"], normalize_columns=data["normalize_columns"], + always_filter_main_dttm=data["always_filter_main_dttm"], ) diff --git a/superset/views/datasource/views.py b/superset/views/datasource/views.py index 06dd37fbd9a35..56acbd85807e3 100644 --- a/superset/views/datasource/views.py +++ b/superset/views/datasource/views.py @@ -77,7 +77,9 @@ def save(self) -> FlaskResponse: datasource_dict = json.loads(data) normalize_columns = datasource_dict.get("normalize_columns", False) + always_filter_main_dttm = datasource_dict.get("always_filter_main_dttm", False) datasource_dict["normalize_columns"] = normalize_columns + datasource_dict["always_filter_main_dttm"] = always_filter_main_dttm datasource_id = datasource_dict.get("id") datasource_type = datasource_dict.get("type") database_id = datasource_dict["database"].get("id") diff --git a/tests/integration_tests/dashboard_utils.py b/tests/integration_tests/dashboard_utils.py index e284e21ca4bd9..c08a3ec292b33 100644 --- a/tests/integration_tests/dashboard_utils.py +++ b/tests/integration_tests/dashboard_utils.py @@ -53,7 +53,12 @@ def create_table_metadata( table = get_table(table_name, database, schema) if not table: - table = SqlaTable(schema=schema, table_name=table_name, normalize_columns=False) + table = SqlaTable( + schema=schema, + table_name=table_name, + normalize_columns=False, + always_filter_main_dttm=False, + ) if fetch_values_predicate: table.fetch_values_predicate = fetch_values_predicate table.database = database diff --git a/tests/integration_tests/datasets/api_tests.py b/tests/integration_tests/datasets/api_tests.py index d0b7d32fe74f5..f060d36739c98 100644 --- a/tests/integration_tests/datasets/api_tests.py +++ b/tests/integration_tests/datasets/api_tests.py @@ -582,6 +582,7 @@ def test_create_dataset_item_normalize(self): "schema": None, "table_name": "ab_permission", "normalize_columns": True, + "always_filter_main_dttm": False, } uri = "api/v1/dataset/" rv = self.post_assert_metric(uri, table_data, "post") diff --git a/tests/integration_tests/datasets/commands_tests.py b/tests/integration_tests/datasets/commands_tests.py index 19caa9e1a111a..a718c81e29cde 100644 --- a/tests/integration_tests/datasets/commands_tests.py +++ b/tests/integration_tests/datasets/commands_tests.py @@ -171,6 +171,7 @@ def test_export_dataset_command(self, mock_g): }, ], "normalize_columns": False, + "always_filter_main_dttm": False, "offset": 0, "params": None, "schema": get_example_default_schema(), @@ -231,6 +232,7 @@ def test_export_dataset_command_key_order(self, mock_g): "fetch_values_predicate", "extra", "normalize_columns", + "always_filter_main_dttm", "uuid", "metrics", "columns", diff --git a/tests/integration_tests/datasource_tests.py b/tests/integration_tests/datasource_tests.py index 12293325d118d..c2865f7b63f6a 100644 --- a/tests/integration_tests/datasource_tests.py +++ b/tests/integration_tests/datasource_tests.py @@ -17,6 +17,7 @@ """Unit tests for Superset""" import json from contextlib import contextmanager +from datetime import datetime, timedelta from unittest import mock import prison @@ -76,6 +77,58 @@ def test_external_metadata_for_physical_table(self): col_names, {"num_boys", "num", "gender", "name", "ds", "state", "num_girls"} ) + def test_always_filter_main_dttm(self): + self.login(username="admin") + session = db.session + database = get_example_database() + + sql = f"SELECT DATE() as default_dttm, DATE() as additional_dttm, 1 as metric;" + if database.backend == "sqlite": + pass + elif database.backend in ["postgresql", "mysql"]: + sql = sql.replace("DATE()", "NOW()") + else: + return + + query_obj = { + "columns": ["metric"], + "filter": [], + "from_dttm": datetime.now() - timedelta(days=1), + "granularity": "additional_dttm", + "orderby": [], + "to_dttm": datetime.now() + timedelta(days=1), + "series_columns": [], + "row_limit": 1000, + "row_offset": 0, + } + table = SqlaTable( + table_name="dummy_sql_table", + database=database, + schema=get_example_default_schema(), + main_dttm_col="default_dttm", + columns=[ + TableColumn(column_name="default_dttm", type="DATETIME", is_dttm=True), + TableColumn( + column_name="additional_dttm", type="DATETIME", is_dttm=True + ), + ], + sql=sql, + ) + + session.add(table) + session.commit() + + table.always_filter_main_dttm = False + result = str(table.get_sqla_query(**query_obj).sqla_query.whereclause) + assert "default_dttm" not in result and "additional_dttm" in result + + table.always_filter_main_dttm = True + result = str(table.get_sqla_query(**query_obj).sqla_query.whereclause) + assert "default_dttm" in result and "additional_dttm" in result + + session.delete(table) + session.commit() + def test_external_metadata_for_virtual_table(self): self.login(username="admin") session = db.session @@ -106,6 +159,7 @@ def test_external_metadata_by_name_for_physical_table(self): "schema_name": tbl.schema, "table_name": tbl.table_name, "normalize_columns": tbl.normalize_columns, + "always_filter_main_dttm": tbl.always_filter_main_dttm, } ) url = f"/datasource/external_metadata_by_name/?q={params}" @@ -135,6 +189,7 @@ def test_external_metadata_by_name_for_virtual_table(self): "schema_name": tbl.schema, "table_name": tbl.table_name, "normalize_columns": tbl.normalize_columns, + "always_filter_main_dttm": tbl.always_filter_main_dttm, } ) url = f"/datasource/external_metadata_by_name/?q={params}" @@ -154,6 +209,7 @@ def test_external_metadata_by_name_from_sqla_inspector(self): "table_name": "test_table", "schema_name": get_example_default_schema(), "normalize_columns": False, + "always_filter_main_dttm": False, } ) url = f"/datasource/external_metadata_by_name/?q={params}" @@ -168,6 +224,7 @@ def test_external_metadata_by_name_from_sqla_inspector(self): "database_name": "foo", "table_name": "bar", "normalize_columns": False, + "always_filter_main_dttm": False, } ) url = f"/datasource/external_metadata_by_name/?q={params}" @@ -185,6 +242,7 @@ def test_external_metadata_by_name_from_sqla_inspector(self): "database_name": example_database.database_name, "table_name": "fooooooooobarrrrrr", "normalize_columns": False, + "always_filter_main_dttm": False, } ) url = f"/datasource/external_metadata_by_name/?q={params}" diff --git a/tests/integration_tests/fixtures/importexport.py b/tests/integration_tests/fixtures/importexport.py index cda9dd0bcc379..8fa61539dcc4b 100644 --- a/tests/integration_tests/fixtures/importexport.py +++ b/tests/integration_tests/fixtures/importexport.py @@ -313,6 +313,7 @@ "table_name": "birth_names_2", "template_params": None, "normalize_columns": False, + "always_filter_main_dttm": False, } } ], @@ -496,6 +497,7 @@ "params": None, "template_params": {}, "normalize_columns": False, + "always_filter_main_dttm": False, "filter_select_enabled": True, "fetch_values_predicate": None, "extra": '{ "certification": { "certified_by": "Data Platform Team", "details": "This table is the source of truth." }, "warning_markdown": "This is a warning." }', diff --git a/tests/unit_tests/datasets/commands/export_test.py b/tests/unit_tests/datasets/commands/export_test.py index e9c217a1916e4..be6a637f8fb38 100644 --- a/tests/unit_tests/datasets/commands/export_test.py +++ b/tests/unit_tests/datasets/commands/export_test.py @@ -82,6 +82,7 @@ def test_export(session: Session) -> None: template_params=json.dumps({"answer": "42"}), schema_perm=None, normalize_columns=False, + always_filter_main_dttm=False, extra=json.dumps({"warning_markdown": "*WARNING*"}), ) @@ -110,6 +111,7 @@ def test_export(session: Session) -> None: extra: warning_markdown: '*WARNING*' normalize_columns: false +always_filter_main_dttm: false uuid: null metrics: - metric_name: cnt From 78cbdc3e4233135bf72a65a04e0d065bc0a1de28 Mon Sep 17 00:00:00 2001 From: Evan Rusackas Date: Thu, 14 Sep 2023 16:01:00 -0700 Subject: [PATCH 018/105] chore: changing one word (disablement -> disabling) (#25291) --- CHANGELOG.md | 2 +- CONTRIBUTING.md | 2 +- docs/docs/contributing/hooks-and-linting.mdx | 2 +- 3 files changed, 3 insertions(+), 3 deletions(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index 4b31d644052c7..bcc523115cea1 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -2708,7 +2708,7 @@ under the License. - [#17045](https://github.com/apache/superset/pull/17045) docs: add vscode linter instructions to CONTRIBUTING.md (@suddjian) - [#16993](https://github.com/apache/superset/pull/16993) style: Update text for SLL Tooltip (@gabester78) - [#16959](https://github.com/apache/superset/pull/16959) chore(Dashboard): Implement dedicated message for missing dataset (@geido) -- [#17016](https://github.com/apache/superset/pull/17016) docs(pylint): Add context about disablement of Pylint messages (@john-bodley) +- [#17016](https://github.com/apache/superset/pull/17016) docs(pylint): Add context about disabling of Pylint messages (@john-bodley) - [#17009](https://github.com/apache/superset/pull/17009) chore: bump superset-ui 0.18.10 (@zhaoyongjie) - [#16974](https://github.com/apache/superset/pull/16974) refactor(filterset): improve response body (@ofekisr) - [#16999](https://github.com/apache/superset/pull/16999) chore: no direct use of supersetTheme (or bad LESS vars) in SqlEditor (@rusackas) diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md index 94573f2a9e3f4..10a60d65dba72 100644 --- a/CONTRIBUTING.md +++ b/CONTRIBUTING.md @@ -720,7 +720,7 @@ We use [Pylint](https://pylint.org/) for linting which can be invoked via: tox -e pylint ``` -In terms of best practices please avoid blanket disablement of Pylint messages globally (via `.pylintrc`) or top-level within the file header, albeit there being a few exceptions. Disablement should occur inline as it prevents masking issues and provides context as to why said message is disabled. +In terms of best practices please avoid blanket disabling of Pylint messages globally (via `.pylintrc`) or top-level within the file header, albeit there being a few exceptions. Disabling should occur inline as it prevents masking issues and provides context as to why said message is disabled. Additionally, the Python code is auto-formatted using [Black](https://github.com/python/black) which is configured as a pre-commit hook. There are also numerous [editor integrations](https://black.readthedocs.io/en/stable/integrations/editors.html) diff --git a/docs/docs/contributing/hooks-and-linting.mdx b/docs/docs/contributing/hooks-and-linting.mdx index 8539ecb6b2600..509a12ac11127 100644 --- a/docs/docs/contributing/hooks-and-linting.mdx +++ b/docs/docs/contributing/hooks-and-linting.mdx @@ -39,7 +39,7 @@ We use [Pylint](https://pylint.org/) for linting which can be invoked via: tox -e pylint ``` -In terms of best practices please avoid blanket disablement of Pylint messages globally (via `.pylintrc`) or top-level within the file header, albeit there being a few exceptions. Disablement should occur inline as it prevents masking issues and provides context as to why said message is disabled. +In terms of best practices please avoid blanket disabling of Pylint messages globally (via `.pylintrc`) or top-level within the file header, albeit there being a few exceptions. Disabling should occur inline as it prevents masking issues and provides context as to why said message is disabled. Additionally, the Python code is auto-formatted using [Black](https://github.com/python/black) which is configured as a pre-commit hook. There are also numerous [editor integrations](https://black.readthedocs.io/en/stable/integrations/editors.html) From 52faa2e17d240f48b28e2499729df09fd0049df3 Mon Sep 17 00:00:00 2001 From: "JUST.in DO IT" Date: Fri, 15 Sep 2023 09:43:45 -0700 Subject: [PATCH 019/105] chore(sqllab): Migrate tests to typescript (#25274) --- .../HighlightedSql/HighlightedSql.test.jsx | 64 ------------------- .../HighlightedSql/HighlightedSql.test.tsx | 48 ++++++++++++++ ...abel.test.jsx => QueryStateLabel.test.tsx} | 34 +++++----- .../components/QueryStateLabel/index.tsx | 2 +- ...ueryTable.test.jsx => QueryTable.test.tsx} | 54 ++++++++-------- 5 files changed, 91 insertions(+), 111 deletions(-) delete mode 100644 superset-frontend/src/SqlLab/components/HighlightedSql/HighlightedSql.test.jsx create mode 100644 superset-frontend/src/SqlLab/components/HighlightedSql/HighlightedSql.test.tsx rename superset-frontend/src/SqlLab/components/QueryStateLabel/{QueryStateLabel.test.jsx => QueryStateLabel.test.tsx} (59%) rename superset-frontend/src/SqlLab/components/QueryTable/{QueryTable.test.jsx => QueryTable.test.tsx} (55%) diff --git a/superset-frontend/src/SqlLab/components/HighlightedSql/HighlightedSql.test.jsx b/superset-frontend/src/SqlLab/components/HighlightedSql/HighlightedSql.test.jsx deleted file mode 100644 index 66ddf287d2c69..0000000000000 --- a/superset-frontend/src/SqlLab/components/HighlightedSql/HighlightedSql.test.jsx +++ /dev/null @@ -1,64 +0,0 @@ -/** - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, - * software distributed under the License is distributed on an - * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY - * KIND, either express or implied. See the License for the - * specific language governing permissions and limitations - * under the License. - */ -import React from 'react'; -import SyntaxHighlighter from 'react-syntax-highlighter'; -import { mount, shallow } from 'enzyme'; - -import HighlightedSql from 'src/SqlLab/components/HighlightedSql'; -import ModalTrigger from 'src/components/ModalTrigger'; -import { supersetTheme, ThemeProvider } from '@superset-ui/core'; - -describe('HighlightedSql', () => { - const sql = - "SELECT * FROM test WHERE something='fkldasjfklajdslfkjadlskfjkldasjfkladsjfkdjsa'"; - it('renders with props', () => { - expect(React.isValidElement()).toBe(true); - }); - it('renders a ModalTrigger', () => { - const wrapper = shallow(); - expect(wrapper.find(ModalTrigger)).toExist(); - }); - it('renders a ModalTrigger while using shrink', () => { - const wrapper = shallow(); - expect(wrapper.find(ModalTrigger)).toExist(); - }); - it('renders two SyntaxHighlighter in modal', () => { - const wrapper = mount( - , - { - wrappingComponent: ThemeProvider, - wrappingComponentProps: { - theme: supersetTheme, - }, - }, - ); - const pre = wrapper.find('pre'); - expect(pre).toHaveLength(1); - pre.simulate('click'); - setTimeout(() => { - const modalBody = mount(wrapper.state().modalBody); - expect(modalBody.find(SyntaxHighlighter)).toHaveLength(2); - }, 10); - }); -}); diff --git a/superset-frontend/src/SqlLab/components/HighlightedSql/HighlightedSql.test.tsx b/superset-frontend/src/SqlLab/components/HighlightedSql/HighlightedSql.test.tsx new file mode 100644 index 0000000000000..e932c35e085ab --- /dev/null +++ b/superset-frontend/src/SqlLab/components/HighlightedSql/HighlightedSql.test.tsx @@ -0,0 +1,48 @@ +/** + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, + * software distributed under the License is distributed on an + * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY + * KIND, either express or implied. See the License for the + * specific language governing permissions and limitations + * under the License. + */ +import React from 'react'; + +import HighlightedSql from 'src/SqlLab/components/HighlightedSql'; +import { fireEvent, render } from 'spec/helpers/testing-library'; + +const sql = + "SELECT * FROM test WHERE something='fkldasjfklajdslfkjadlskfjkldasjfkladsjfkdjsa'"; +test('renders HighlightedSql component with sql prop', () => { + expect(React.isValidElement()).toBe(true); +}); +test('renders a ModalTrigger component', () => { + const { getByTestId } = render(); + expect(getByTestId('span-modal-trigger')).toBeInTheDocument(); +}); +test('renders a ModalTrigger component with shrink prop and maxWidth prop set to 20', () => { + const { getByTestId } = render( + , + ); + expect(getByTestId('span-modal-trigger')).toBeInTheDocument(); +}); +test('renders two code elements in modal when rawSql prop is provided', () => { + const { getByRole, queryByRole, getByTestId } = render( + , + ); + expect(queryByRole('dialog')).not.toBeInTheDocument(); + fireEvent.click(getByTestId('span-modal-trigger')); + expect(queryByRole('dialog')).toBeInTheDocument(); + const codeElements = getByRole('dialog').getElementsByTagName('code'); + expect(codeElements.length).toEqual(2); +}); diff --git a/superset-frontend/src/SqlLab/components/QueryStateLabel/QueryStateLabel.test.jsx b/superset-frontend/src/SqlLab/components/QueryStateLabel/QueryStateLabel.test.tsx similarity index 59% rename from superset-frontend/src/SqlLab/components/QueryStateLabel/QueryStateLabel.test.jsx rename to superset-frontend/src/SqlLab/components/QueryStateLabel/QueryStateLabel.test.tsx index a14e08a9fe722..6adbe7f972552 100644 --- a/superset-frontend/src/SqlLab/components/QueryStateLabel/QueryStateLabel.test.jsx +++ b/superset-frontend/src/SqlLab/components/QueryStateLabel/QueryStateLabel.test.tsx @@ -17,23 +17,21 @@ * under the License. */ import React from 'react'; -import { styledMount as mount } from 'spec/helpers/theming'; -import Label from 'src/components/Label'; -import QueryStateLabel from 'src/SqlLab/components/QueryStateLabel'; +import type { QueryState } from '@superset-ui/core'; +import { render } from 'spec/helpers/testing-library'; +import QueryStateLabel from '.'; -describe('SavedQuery', () => { - const mockedProps = { - query: { - state: 'running', - }, - }; - it('is valid', () => { - expect(React.isValidElement()).toBe( - true, - ); - }); - it('has an Overlay and a Popover', () => { - const wrapper = mount(); - expect(wrapper.find(Label)).toExist(); - }); +jest.mock('src/components/Label', () => () => } > - {t('Tag name')} - - {t('Description')} - - + {t('Tag name')} + + {t('Description')} + + = ({ allowClear /> = ({ allowClear /> { // fetch single tag met @@ -159,6 +165,7 @@ function AllEntities() { data-test="bulk-select-action" buttonStyle="secondary" onClick={() => setShowTagModal(true)} + showMarginRight={false} > {t('Edit Tag')}{' '} From ff95d0face88f4d62e1041aa13b0fab53b81b6ef Mon Sep 17 00:00:00 2001 From: Kamil Gabryjelski Date: Wed, 4 Oct 2023 06:51:58 +0200 Subject: [PATCH 081/105] feat: Implement using Playwright for taking screenshots in reports (#25247) --- RESOURCES/FEATURE_FLAGS.md | 1 + docker/docker-bootstrap.sh | 8 + requirements/testing.in | 2 +- requirements/testing.txt | 4 +- setup.py | 1 + .../components/ErrorMessage/ErrorAlert.tsx | 1 + superset/config.py | 10 +- superset/utils/machine_auth.py | 68 ++++- superset/utils/screenshots.py | 11 +- superset/utils/webdriver.py | 288 +++++++++++++++--- tests/integration_tests/thumbnails_tests.py | 24 +- 11 files changed, 340 insertions(+), 78 deletions(-) diff --git a/RESOURCES/FEATURE_FLAGS.md b/RESOURCES/FEATURE_FLAGS.md index f2263f1ee0674..d029ca6c3cbd6 100644 --- a/RESOURCES/FEATURE_FLAGS.md +++ b/RESOURCES/FEATURE_FLAGS.md @@ -52,6 +52,7 @@ These features are **finished** but currently being tested. They are usable, but - GENERIC_CHART_AXES - GLOBAL_ASYNC_QUERIES [(docs)](https://github.com/apache/superset/blob/master/CONTRIBUTING.md#async-chart-queries) - HORIZONTAL_FILTER_BAR +- PLAYWRIGHT_REPORTS_AND_THUMBNAILS - RLS_IN_SQLLAB - SSH_TUNNELING [(docs)](https://superset.apache.org/docs/installation/setup-ssh-tunneling) - USE_ANALAGOUS_COLORS diff --git a/docker/docker-bootstrap.sh b/docker/docker-bootstrap.sh index 2f86342714760..7d53f92898fb8 100755 --- a/docker/docker-bootstrap.sh +++ b/docker/docker-bootstrap.sh @@ -35,6 +35,14 @@ else echo "Skipping local overrides" fi +# +# playwright is an optional package - run only if it is installed +# +if command -v playwright > /dev/null 2>&1; then + playwright install-deps + playwright install chromium +fi + case "${1}" in worker) echo "Starting Celery worker..." diff --git a/requirements/testing.in b/requirements/testing.in index b991be1040d4a..5b498bb09005d 100644 --- a/requirements/testing.in +++ b/requirements/testing.in @@ -16,7 +16,7 @@ # -r development.in -r integration.in --e file:.[bigquery,hive,presto,prophet,trino,gsheets] +-e file:.[bigquery,hive,presto,prophet,trino,gsheets,playwright] docker flask-testing freezegun diff --git a/requirements/testing.txt b/requirements/testing.txt index da79433632307..6f52842026396 100644 --- a/requirements/testing.txt +++ b/requirements/testing.txt @@ -1,4 +1,4 @@ -# SHA1:78d0270a4f583095e0587aa21f57fc2ff7fe8b84 +# SHA1:95300275481abb1413eb98a5c79fb7cf96814cdd # # This file is autogenerated by pip-compile-multi # To update, run: @@ -104,6 +104,8 @@ parameterized==0.9.0 # via -r requirements/testing.in pathable==0.4.3 # via jsonschema-spec +playwright==1.37.0 + # via apache-superset prophet==1.1.1 # via apache-superset proto-plus==1.22.2 diff --git a/setup.py b/setup.py index 6190eaf65c782..f43097b0bfc2a 100644 --- a/setup.py +++ b/setup.py @@ -183,6 +183,7 @@ def get_git_sha() -> str: ], "oracle": ["cx-Oracle>8.0.0, <8.1"], "pinot": ["pinotdb>=0.3.3, <0.4"], + "playwright": ["playwright>=1.37.0, <2"], "postgres": ["psycopg2-binary==2.9.6"], "presto": ["pyhive[presto]>=0.6.5"], "trino": ["trino>=0.324.0"], diff --git a/superset-frontend/src/components/ErrorMessage/ErrorAlert.tsx b/superset-frontend/src/components/ErrorMessage/ErrorAlert.tsx index cf2522b4e43ce..672d7466454e0 100644 --- a/superset-frontend/src/components/ErrorMessage/ErrorAlert.tsx +++ b/superset-frontend/src/components/ErrorMessage/ErrorAlert.tsx @@ -181,6 +181,7 @@ export default function ErrorAlert({ level={level} show={isModalOpen} onHide={() => setIsModalOpen(false)} + destroyOnClose title={
{level === 'error' ? ( diff --git a/superset/config.py b/superset/config.py index f2daaf5dea577..7463d3083f580 100644 --- a/superset/config.py +++ b/superset/config.py @@ -500,6 +500,10 @@ class D3Format(TypedDict, total=False): # returned from each database in the ``SUPERSET_META_DB_LIMIT`` configuration value # in this file. "ENABLE_SUPERSET_META_DB": False, + # Set to True to replace Selenium with Playwright to execute reports and thumbnails. + # Unlike Selenium, Playwright reports support deck.gl visualizations + # Enabling this feature flag requires installing "playwright" pip package + "PLAYWRIGHT_REPORTS_AND_THUMBNAILS": False, } # ------------------------------ @@ -1347,9 +1351,11 @@ def EMAIL_HEADER_MUTATOR( # pylint: disable=invalid-name,unused-argument "pixel_density": 1, } -# An optional override to the default auth hook used to provide auth to the -# offline webdriver +# An optional override to the default auth hook used to provide auth to the offline +# webdriver (when using Selenium) or browser context (when using Playwright - see +# PLAYWRIGHT_REPORTS_AND_THUMBNAILS feature flag) WEBDRIVER_AUTH_FUNC = None +BROWSER_CONTEXT_AUTH_FUNC = None # Any config options to be passed as-is to the webdriver WEBDRIVER_CONFIGURATION: dict[Any, Any] = {"service_log_path": "/dev/null"} diff --git a/superset/utils/machine_auth.py b/superset/utils/machine_auth.py index 1340ddbdc6d16..6cd1c0ba7449e 100644 --- a/superset/utils/machine_auth.py +++ b/superset/utils/machine_auth.py @@ -18,7 +18,8 @@ from __future__ import annotations import logging -from typing import Callable, TYPE_CHECKING +from typing import Any, Callable, TYPE_CHECKING +from urllib.parse import urlparse from flask import current_app, Flask, request, Response, session from flask_login import login_user @@ -33,14 +34,24 @@ if TYPE_CHECKING: from flask_appbuilder.security.sqla.models import User + try: + from playwright.sync_api import BrowserContext + except ModuleNotFoundError: + BrowserContext = Any + class MachineAuthProvider: def __init__( - self, auth_webdriver_func_override: Callable[[WebDriver, User], WebDriver] + self, + auth_webdriver_func_override: Callable[[WebDriver, User], WebDriver], + auth_context_func_override: Callable[[BrowserContext, User], BrowserContext], ): - # This is here in order to allow for the authenticate_webdriver func to be - # overridden via config, as opposed to the entire provider implementation + # This is here in order to allow for the authenticate_webdriver + # or authenticate_browser_context (if PLAYWRIGHT_REPORTS_AND_THUMBNAILS is + # enabled) func to be overridden via config, as opposed to the entire + # provider implementation self._auth_webdriver_func_override = auth_webdriver_func_override + self._auth_context_func_override = auth_context_func_override def authenticate_webdriver( self, @@ -58,17 +69,54 @@ def authenticate_webdriver( # Setting cookies requires doing a request first driver.get(headless_url("/login/")) + cookies = self.get_cookies(user) + + for cookie_name, cookie_val in cookies.items(): + driver.add_cookie({"name": cookie_name, "value": cookie_val}) + + return driver + + def authenticate_browser_context( + self, + browser_context: BrowserContext, + user: User, + ) -> BrowserContext: + # Short-circuit this method if we have an override configured + if self._auth_context_func_override: # type: ignore + return self._auth_context_func_override(browser_context, user) + + url = urlparse(current_app.config["WEBDRIVER_BASEURL"]) + + # Setting cookies requires doing a request first + page = browser_context.new_page() + page.goto(headless_url("/login/")) + + cookies = self.get_cookies(user) + + browser_context.clear_cookies() + browser_context.add_cookies( + [ + { + "name": cookie_name, + "value": cookie_val, + "domain": url.netloc, + "path": "/", + "sameSite": "Lax", + "httpOnly": True, + } + for cookie_name, cookie_val in cookies.items() + ] + ) + return browser_context + + def get_cookies(self, user: User | None) -> dict[str, str]: if user: cookies = self.get_auth_cookies(user) elif request.cookies: cookies = request.cookies else: cookies = {} - - for cookie_name, cookie_val in cookies.items(): - driver.add_cookie({"name": cookie_name, "value": cookie_val}) - - return driver + return cookies @staticmethod def get_auth_cookies(user: User) -> dict[str, str]: @@ -102,7 +150,7 @@ def __init__(self) -> None: def init_app(self, app: Flask) -> None: self._auth_provider = load_class_from_name( app.config["MACHINE_AUTH_PROVIDER_CLASS"] - )(app.config["WEBDRIVER_AUTH_FUNC"]) + )(app.config["WEBDRIVER_AUTH_FUNC"], app.config["BROWSER_CONTEXT_AUTH_FUNC"]) @property def instance(self) -> MachineAuthProvider: diff --git a/superset/utils/screenshots.py b/superset/utils/screenshots.py index 2743f85195b3d..8609d65038273 100644 --- a/superset/utils/screenshots.py +++ b/superset/utils/screenshots.py @@ -22,12 +22,15 @@ from flask import current_app +from superset import feature_flag_manager from superset.utils.hashing import md5_sha_from_dict from superset.utils.urls import modify_url_query from superset.utils.webdriver import ( ChartStandaloneMode, DashboardStandaloneMode, - WebDriverProxy, + WebDriver, + WebDriverPlaywright, + WebDriverSelenium, WindowSize, ) @@ -61,9 +64,11 @@ def __init__(self, url: str, digest: str): self.url = url self.screenshot: bytes | None = None - def driver(self, window_size: WindowSize | None = None) -> WebDriverProxy: + def driver(self, window_size: WindowSize | None = None) -> WebDriver: window_size = window_size or self.window_size - return WebDriverProxy(self.driver_type, window_size) + if feature_flag_manager.is_feature_enabled("PLAYWRIGHT_REPORTS_AND_THUMBNAILS"): + return WebDriverPlaywright(self.driver_type, window_size) + return WebDriverSelenium(self.driver_type, window_size) def cache_key( self, diff --git a/superset/utils/webdriver.py b/superset/utils/webdriver.py index 39c6d514d6fa9..720c399b2a67a 100644 --- a/superset/utils/webdriver.py +++ b/superset/utils/webdriver.py @@ -18,6 +18,7 @@ from __future__ import annotations import logging +from abc import ABC, abstractmethod from enum import Enum from time import sleep from typing import Any, TYPE_CHECKING @@ -34,16 +35,26 @@ from selenium.webdriver.support import expected_conditions as EC from selenium.webdriver.support.ui import WebDriverWait +from superset import feature_flag_manager from superset.extensions import machine_auth_provider_factory from superset.utils.retries import retry_call WindowSize = tuple[int, int] logger = logging.getLogger(__name__) - if TYPE_CHECKING: from flask_appbuilder.security.sqla.models import User +if feature_flag_manager.is_feature_enabled("PLAYWRIGHT_REPORTS_AND_THUMBNAILS"): + from playwright.sync_api import ( + BrowserContext, + ElementHandle, + Error, + Page, + sync_playwright, + TimeoutError as PlaywrightTimeout, + ) + class DashboardStandaloneMode(Enum): HIDE_NAV = 1 @@ -56,67 +67,188 @@ class ChartStandaloneMode(Enum): SHOW_NAV = 0 -def find_unexpected_errors(driver: WebDriver) -> list[str]: - error_messages = [] +# pylint: disable=too-few-public-methods +class WebDriverProxy(ABC): + def __init__(self, driver_type: str, window: WindowSize | None = None): + self._driver_type = driver_type + self._window: WindowSize = window or (800, 600) + self._screenshot_locate_wait = current_app.config["SCREENSHOT_LOCATE_WAIT"] + self._screenshot_load_wait = current_app.config["SCREENSHOT_LOAD_WAIT"] - try: - alert_divs = driver.find_elements(By.XPATH, "//div[@role = 'alert']") - logger.debug( - "%i alert elements have been found in the screenshot", len(alert_divs) - ) + @abstractmethod + def get_screenshot(self, url: str, element_name: str, user: User) -> bytes | None: + """ + Run webdriver and return a screenshot + """ - for alert_div in alert_divs: - # See More button - alert_div.find_element(By.XPATH, ".//*[@role = 'button']").click() - # wait for modal to show up - modal = WebDriverWait( - driver, current_app.config["SCREENSHOT_WAIT_FOR_ERROR_MODAL_VISIBLE"] - ).until( - EC.visibility_of_any_elements_located( - (By.CLASS_NAME, "ant-modal-content") - ) - )[ - 0 - ] +class WebDriverPlaywright(WebDriverProxy): + @staticmethod + def auth(user: User, context: BrowserContext) -> BrowserContext: + return machine_auth_provider_factory.instance.authenticate_browser_context( + context, user + ) - err_msg_div = modal.find_element(By.CLASS_NAME, "ant-modal-body") + @staticmethod + def find_unexpected_errors(page: Page) -> list[str]: + error_messages = [] - # collect error message - error_messages.append(err_msg_div.text) + try: + alert_divs = page.get_by_role("alert").all() - # close modal after collecting error messages - modal.find_element(By.CLASS_NAME, "ant-modal-close").click() + logger.debug( + "%i alert elements have been found in the screenshot", len(alert_divs) + ) - # wait until the modal becomes invisible - WebDriverWait( - driver, current_app.config["SCREENSHOT_WAIT_FOR_ERROR_MODAL_INVISIBLE"] - ).until(EC.invisibility_of_element(modal)) + for alert_div in alert_divs: + # See More button + alert_div.get_by_role("button").click() + + # wait for modal to show up + page.wait_for_selector( + ".ant-modal-content", + timeout=current_app.config[ + "SCREENSHOT_WAIT_FOR_ERROR_MODAL_VISIBLE" + ] + * 1000, + state="visible", + ) + err_msg_div = page.locator(".ant-modal-content .ant-modal-body") + # + # # collect error message + error_messages.append(err_msg_div.text_content()) + # + # # Use HTML so that error messages are shown in the same style (color) + error_as_html = err_msg_div.inner_html().replace("'", "\\'") + # + # # close modal after collecting error messages + page.locator(".ant-modal-content .ant-modal-close").click() + # + # # wait until the modal becomes invisible + page.wait_for_selector( + ".ant-modal-content", + timeout=current_app.config[ + "SCREENSHOT_WAIT_FOR_ERROR_MODAL_INVISIBLE" + ] + * 1000, + state="detached", + ) + try: + # Even if some errors can't be updated in the screenshot, + # keep all the errors in the server log and do not fail the loop + alert_div.evaluate( + "(node, error_html) => node.innerHtml = error_html", + [error_as_html], + ) + except Error: + logger.exception("Failed to update error messages using alert_div") + except Error: + logger.exception("Failed to capture unexpected errors") - # Use HTML so that error messages are shown in the same style (color) - error_as_html = err_msg_div.get_attribute("innerHTML").replace("'", "\\'") + return error_messages + def get_screenshot(self, url: str, element_name: str, user: User) -> bytes | None: + with sync_playwright() as playwright: + browser = playwright.chromium.launch() + pixel_density = current_app.config["WEBDRIVER_WINDOW"].get( + "pixel_density", 1 + ) + context = browser.new_context( + bypass_csp=True, + viewport={ + "height": self._window[1], + "width": self._window[0], + }, + device_scale_factor=pixel_density, + ) + self.auth(user, context) + page = context.new_page() + page.goto(url) + img: bytes | None = None + selenium_headstart = current_app.config["SCREENSHOT_SELENIUM_HEADSTART"] + logger.debug("Sleeping for %i seconds", selenium_headstart) + page.wait_for_timeout(selenium_headstart * 1000) + element: ElementHandle try: - # Even if some errors can't be updated in the screenshot, - # keep all the errors in the server log and do not fail the loop - driver.execute_script( - f"arguments[0].innerHTML = '{error_as_html}'", alert_div + try: + # page didn't load + logger.debug( + "Wait for the presence of %s at url: %s", element_name, url + ) + element = page.wait_for_selector( + f".{element_name}", + timeout=self._screenshot_locate_wait * 1000, + ) + except PlaywrightTimeout as ex: + logger.exception("Timed out requesting url %s", url) + raise ex + + try: + # chart containers didn't render + logger.debug("Wait for chart containers to draw at url: %s", url) + page.wait_for_selector( + ".slice_container", timeout=self._screenshot_locate_wait * 1000 + ) + except PlaywrightTimeout as ex: + logger.exception( + "Timed out waiting for chart containers to draw at url %s", + url, + ) + raise ex + try: + # charts took too long to load + logger.debug( + "Wait for loading element of charts to be gone at url: %s", url + ) + page.wait_for_selector( + ".loading", + timeout=self._screenshot_locate_wait * 1000, + state="detached", + ) + except PlaywrightTimeout as ex: + logger.exception( + "Timed out waiting for charts to load at url %s", url + ) + raise ex + + selenium_animation_wait = current_app.config[ + "SCREENSHOT_SELENIUM_ANIMATION_WAIT" + ] + logger.debug( + "Wait %i seconds for chart animation", selenium_animation_wait + ) + page.wait_for_timeout(selenium_animation_wait * 1000) + logger.debug( + "Taking a PNG screenshot of url %s as user %s", + url, + user.username, + ) + if current_app.config["SCREENSHOT_REPLACE_UNEXPECTED_ERRORS"]: + unexpected_errors = WebDriverPlaywright.find_unexpected_errors(page) + if unexpected_errors: + logger.warning( + "%i errors found in the screenshot. URL: %s. Errors are: %s", + len(unexpected_errors), + url, + unexpected_errors, + ) + img = element.screenshot() + except PlaywrightTimeout: + # raise again for the finally block, but handled above + pass + except StaleElementReferenceException: + logger.exception( + "Selenium got a stale element while requesting url %s", + url, ) except WebDriverException: - logger.exception("Failed to update error messages using alert_div") - except WebDriverException: - logger.exception("Failed to capture unexpected errors") - - return error_messages - + logger.exception( + "Encountered an unexpected error when requeating url %s", url + ) + return img -class WebDriverProxy: - def __init__(self, driver_type: str, window: WindowSize | None = None): - self._driver_type = driver_type - self._window: WindowSize = window or (800, 600) - self._screenshot_locate_wait = current_app.config["SCREENSHOT_LOCATE_WAIT"] - self._screenshot_load_wait = current_app.config["SCREENSHOT_LOAD_WAIT"] +class WebDriverSelenium(WebDriverProxy): def create(self) -> WebDriver: pixel_density = current_app.config["WEBDRIVER_WINDOW"].get("pixel_density", 1) if self._driver_type == "firefox": @@ -166,6 +298,64 @@ def destroy(driver: WebDriver, tries: int = 2) -> None: except Exception: # pylint: disable=broad-except pass + @staticmethod + def find_unexpected_errors(driver: WebDriver) -> list[str]: + error_messages = [] + + try: + alert_divs = driver.find_elements(By.XPATH, "//div[@role = 'alert']") + logger.debug( + "%i alert elements have been found in the screenshot", len(alert_divs) + ) + + for alert_div in alert_divs: + # See More button + alert_div.find_element(By.XPATH, ".//*[@role = 'button']").click() + + # wait for modal to show up + modal = WebDriverWait( + driver, + current_app.config["SCREENSHOT_WAIT_FOR_ERROR_MODAL_VISIBLE"], + ).until( + EC.visibility_of_any_elements_located( + (By.CLASS_NAME, "ant-modal-content") + ) + )[ + 0 + ] + + err_msg_div = modal.find_element(By.CLASS_NAME, "ant-modal-body") + + # collect error message + error_messages.append(err_msg_div.text) + + # close modal after collecting error messages + modal.find_element(By.CLASS_NAME, "ant-modal-close").click() + + # wait until the modal becomes invisible + WebDriverWait( + driver, + current_app.config["SCREENSHOT_WAIT_FOR_ERROR_MODAL_INVISIBLE"], + ).until(EC.invisibility_of_element(modal)) + + # Use HTML so that error messages are shown in the same style (color) + error_as_html = err_msg_div.get_attribute("innerHTML").replace( + "'", "\\'" + ) + + try: + # Even if some errors can't be updated in the screenshot, + # keep all the errors in the server log and do not fail the loop + driver.execute_script( + f"arguments[0].innerHTML = '{error_as_html}'", alert_div + ) + except WebDriverException: + logger.exception("Failed to update error messages using alert_div") + except WebDriverException: + logger.exception("Failed to capture unexpected errors") + + return error_messages + def get_screenshot(self, url: str, element_name: str, user: User) -> bytes | None: driver = self.auth(user) driver.set_window_size(*self._window) @@ -229,7 +419,7 @@ def get_screenshot(self, url: str, element_name: str, user: User) -> bytes | Non ) if current_app.config["SCREENSHOT_REPLACE_UNEXPECTED_ERRORS"]: - unexpected_errors = find_unexpected_errors(driver) + unexpected_errors = WebDriverSelenium.find_unexpected_errors(driver) if unexpected_errors: logger.warning( "%i errors found in the screenshot. URL: %s. Errors are: %s", diff --git a/tests/integration_tests/thumbnails_tests.py b/tests/integration_tests/thumbnails_tests.py index eb2be859ba3ac..df558105b52a4 100644 --- a/tests/integration_tests/thumbnails_tests.py +++ b/tests/integration_tests/thumbnails_tests.py @@ -34,7 +34,7 @@ from superset.tasks.types import ExecutorType from superset.utils.screenshots import ChartScreenshot, DashboardScreenshot from superset.utils.urls import get_url_path -from superset.utils.webdriver import find_unexpected_errors, WebDriverProxy +from superset.utils.webdriver import WebDriverSelenium from tests.integration_tests.conftest import with_feature_flags from tests.integration_tests.fixtures.birth_names_dashboard import ( load_birth_names_dashboard_with_slices, @@ -79,11 +79,11 @@ def test_get_async_dashboard_screenshot(self): class TestWebDriverScreenshotErrorDetector(SupersetTestCase): @patch("superset.utils.webdriver.WebDriverWait") @patch("superset.utils.webdriver.firefox") - @patch("superset.utils.webdriver.find_unexpected_errors") + @patch("superset.utils.webdriver.WebDriverSelenium.find_unexpected_errors") def test_not_call_find_unexpected_errors_if_feature_disabled( self, mock_find_unexpected_errors, mock_firefox, mock_webdriver_wait ): - webdriver_proxy = WebDriverProxy("firefox") + webdriver_proxy = WebDriverSelenium("firefox") user = security_manager.get_user_by_username( app.config["THUMBNAIL_SELENIUM_USER"] ) @@ -94,12 +94,12 @@ def test_not_call_find_unexpected_errors_if_feature_disabled( @patch("superset.utils.webdriver.WebDriverWait") @patch("superset.utils.webdriver.firefox") - @patch("superset.utils.webdriver.find_unexpected_errors") + @patch("superset.utils.webdriver.WebDriverSelenium.find_unexpected_errors") def test_call_find_unexpected_errors_if_feature_enabled( self, mock_find_unexpected_errors, mock_firefox, mock_webdriver_wait ): app.config["SCREENSHOT_REPLACE_UNEXPECTED_ERRORS"] = True - webdriver_proxy = WebDriverProxy("firefox") + webdriver_proxy = WebDriverSelenium("firefox") user = security_manager.get_user_by_username( app.config["THUMBNAIL_SELENIUM_USER"] ) @@ -115,7 +115,7 @@ def test_find_unexpected_errors_no_alert(self): webdriver.find_elements.return_value = [] - unexpected_errors = find_unexpected_errors(driver=webdriver) + unexpected_errors = WebDriverSelenium.find_unexpected_errors(driver=webdriver) assert len(unexpected_errors) == 0 assert "alert" in webdriver.find_elements.call_args_list[0][0][1] @@ -128,7 +128,7 @@ def test_find_unexpected_errors(self, mock_webdriver_wait): webdriver.find_elements.return_value = [alert_div] alert_div.find_elements.return_value = MagicMock() - unexpected_errors = find_unexpected_errors(driver=webdriver) + unexpected_errors = WebDriverSelenium.find_unexpected_errors(driver=webdriver) assert len(unexpected_errors) == 1 # attempt to find alerts @@ -141,14 +141,14 @@ def test_find_unexpected_errors(self, mock_webdriver_wait): assert alert_div == webdriver.execute_script.call_args_list[0][0][1] -class TestWebDriverProxy(SupersetTestCase): +class TestWebDriverSelenium(SupersetTestCase): @patch("superset.utils.webdriver.WebDriverWait") @patch("superset.utils.webdriver.firefox") @patch("superset.utils.webdriver.sleep") def test_screenshot_selenium_headstart( self, mock_sleep, mock_webdriver, mock_webdriver_wait ): - webdriver = WebDriverProxy("firefox") + webdriver = WebDriverSelenium("firefox") user = security_manager.get_user_by_username( app.config["THUMBNAIL_SELENIUM_USER"] ) @@ -161,7 +161,7 @@ def test_screenshot_selenium_headstart( @patch("superset.utils.webdriver.firefox") def test_screenshot_selenium_locate_wait(self, mock_webdriver, mock_webdriver_wait): app.config["SCREENSHOT_LOCATE_WAIT"] = 15 - webdriver = WebDriverProxy("firefox") + webdriver = WebDriverSelenium("firefox") user = security_manager.get_user_by_username( app.config["THUMBNAIL_SELENIUM_USER"] ) @@ -173,7 +173,7 @@ def test_screenshot_selenium_locate_wait(self, mock_webdriver, mock_webdriver_wa @patch("superset.utils.webdriver.firefox") def test_screenshot_selenium_load_wait(self, mock_webdriver, mock_webdriver_wait): app.config["SCREENSHOT_LOAD_WAIT"] = 15 - webdriver = WebDriverProxy("firefox") + webdriver = WebDriverSelenium("firefox") user = security_manager.get_user_by_username( app.config["THUMBNAIL_SELENIUM_USER"] ) @@ -187,7 +187,7 @@ def test_screenshot_selenium_load_wait(self, mock_webdriver, mock_webdriver_wait def test_screenshot_selenium_animation_wait( self, mock_sleep, mock_webdriver, mock_webdriver_wait ): - webdriver = WebDriverProxy("firefox") + webdriver = WebDriverSelenium("firefox") user = security_manager.get_user_by_username( app.config["THUMBNAIL_SELENIUM_USER"] ) From dab18250d715d3d928583163ff464075077f4716 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Wed, 4 Oct 2023 10:27:28 -0700 Subject: [PATCH 082/105] build(deps): bump ws and @types/ws in /superset-websocket (#25508) Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- superset-websocket/package-lock.json | 28 ++++++++++++++-------------- superset-websocket/package.json | 4 ++-- 2 files changed, 16 insertions(+), 16 deletions(-) diff --git a/superset-websocket/package-lock.json b/superset-websocket/package-lock.json index a33c478483b25..263f8bd8cef49 100644 --- a/superset-websocket/package-lock.json +++ b/superset-websocket/package-lock.json @@ -15,7 +15,7 @@ "jsonwebtoken": "^9.0.2", "uuid": "^9.0.1", "winston": "^3.10.0", - "ws": "^8.14.1" + "ws": "^8.14.2" }, "devDependencies": { "@types/cookie": "^0.5.1", @@ -24,7 +24,7 @@ "@types/jsonwebtoken": "^9.0.3", "@types/node": "^20.8.2", "@types/uuid": "^9.0.4", - "@types/ws": "^8.5.5", + "@types/ws": "^8.5.6", "@typescript-eslint/eslint-plugin": "^5.61.0", "@typescript-eslint/parser": "^5.62.0", "eslint": "^8.49.0", @@ -1357,9 +1357,9 @@ "dev": true }, "node_modules/@types/ws": { - "version": "8.5.5", - "resolved": "https://registry.npmjs.org/@types/ws/-/ws-8.5.5.tgz", - "integrity": "sha512-lwhs8hktwxSjf9UaZ9tG5M03PGogvFaH8gUgLNbN9HKIg0dvv6q+gkSuJ8HN4/VbyxkuLzCjlN7GquQ0gUJfIg==", + "version": "8.5.6", + "resolved": "https://registry.npmjs.org/@types/ws/-/ws-8.5.6.tgz", + "integrity": "sha512-8B5EO9jLVCy+B58PLHvLDuOD8DRVMgQzq8d55SjLCOn9kqGyqOvy27exVaTio1q1nX5zLu8/6N0n2ThSxOM6tg==", "dev": true, "dependencies": { "@types/node": "*" @@ -5958,9 +5958,9 @@ } }, "node_modules/ws": { - "version": "8.14.1", - "resolved": "https://registry.npmjs.org/ws/-/ws-8.14.1.tgz", - "integrity": "sha512-4OOseMUq8AzRBI/7SLMUwO+FEDnguetSk7KMb1sHwvF2w2Wv5Hoj0nlifx8vtGsftE/jWHojPy8sMMzYLJ2G/A==", + "version": "8.14.2", + "resolved": "https://registry.npmjs.org/ws/-/ws-8.14.2.tgz", + "integrity": "sha512-wEBG1ftX4jcglPxgFCMJmZ2PLtSbJ2Peg6TmpJFTbe9GZYOQCDPdMYu/Tm0/bGZkw8paZnJY45J4K2PZrLYq8g==", "engines": { "node": ">=10.0.0" }, @@ -7104,9 +7104,9 @@ "dev": true }, "@types/ws": { - "version": "8.5.5", - "resolved": "https://registry.npmjs.org/@types/ws/-/ws-8.5.5.tgz", - "integrity": "sha512-lwhs8hktwxSjf9UaZ9tG5M03PGogvFaH8gUgLNbN9HKIg0dvv6q+gkSuJ8HN4/VbyxkuLzCjlN7GquQ0gUJfIg==", + "version": "8.5.6", + "resolved": "https://registry.npmjs.org/@types/ws/-/ws-8.5.6.tgz", + "integrity": "sha512-8B5EO9jLVCy+B58PLHvLDuOD8DRVMgQzq8d55SjLCOn9kqGyqOvy27exVaTio1q1nX5zLu8/6N0n2ThSxOM6tg==", "dev": true, "requires": { "@types/node": "*" @@ -10554,9 +10554,9 @@ } }, "ws": { - "version": "8.14.1", - "resolved": "https://registry.npmjs.org/ws/-/ws-8.14.1.tgz", - "integrity": "sha512-4OOseMUq8AzRBI/7SLMUwO+FEDnguetSk7KMb1sHwvF2w2Wv5Hoj0nlifx8vtGsftE/jWHojPy8sMMzYLJ2G/A==", + "version": "8.14.2", + "resolved": "https://registry.npmjs.org/ws/-/ws-8.14.2.tgz", + "integrity": "sha512-wEBG1ftX4jcglPxgFCMJmZ2PLtSbJ2Peg6TmpJFTbe9GZYOQCDPdMYu/Tm0/bGZkw8paZnJY45J4K2PZrLYq8g==", "requires": {} }, "xml-name-validator": { diff --git a/superset-websocket/package.json b/superset-websocket/package.json index e43bc9a0af258..a5c97e4eedb40 100644 --- a/superset-websocket/package.json +++ b/superset-websocket/package.json @@ -22,7 +22,7 @@ "jsonwebtoken": "^9.0.2", "uuid": "^9.0.1", "winston": "^3.10.0", - "ws": "^8.14.1" + "ws": "^8.14.2" }, "devDependencies": { "@types/cookie": "^0.5.1", @@ -31,7 +31,7 @@ "@types/jsonwebtoken": "^9.0.3", "@types/node": "^20.8.2", "@types/uuid": "^9.0.4", - "@types/ws": "^8.5.5", + "@types/ws": "^8.5.6", "@typescript-eslint/eslint-plugin": "^5.61.0", "@typescript-eslint/parser": "^5.62.0", "eslint": "^8.49.0", From b92957e510ade609b3a89ac342af466591aa1a2d Mon Sep 17 00:00:00 2001 From: "JUST.in DO IT" Date: Wed, 4 Oct 2023 11:06:01 -0700 Subject: [PATCH 083/105] fix(sqllab): Broken query containing 'children' (#25490) --- .../FilterableTable/FilterableTable.test.tsx | 8 ++++---- .../src/components/FilterableTable/index.tsx | 1 + superset-frontend/src/components/Table/index.tsx | 10 ++++++++++ 3 files changed, 15 insertions(+), 4 deletions(-) diff --git a/superset-frontend/src/components/FilterableTable/FilterableTable.test.tsx b/superset-frontend/src/components/FilterableTable/FilterableTable.test.tsx index 17e9cad2faa98..aebf2c44b2319 100644 --- a/superset-frontend/src/components/FilterableTable/FilterableTable.test.tsx +++ b/superset-frontend/src/components/FilterableTable/FilterableTable.test.tsx @@ -25,11 +25,11 @@ import userEvent from '@testing-library/user-event'; describe('FilterableTable', () => { const mockedProps = { - orderedColumnKeys: ['a', 'b', 'c'], + orderedColumnKeys: ['a', 'b', 'c', 'children'], data: [ - { a: 'a1', b: 'b1', c: 'c1', d: 0 }, - { a: 'a2', b: 'b2', c: 'c2', d: 100 }, - { a: null, b: 'b3', c: 'c3', d: 50 }, + { a: 'a1', b: 'b1', c: 'c1', d: 0, children: 0 }, + { a: 'a2', b: 'b2', c: 'c2', d: 100, children: 2 }, + { a: null, b: 'b3', c: 'c3', d: 50, children: 1 }, ], height: 500, }; diff --git a/superset-frontend/src/components/FilterableTable/index.tsx b/superset-frontend/src/components/FilterableTable/index.tsx index b27bc330102ec..9861d0af586fc 100644 --- a/superset-frontend/src/components/FilterableTable/index.tsx +++ b/superset-frontend/src/components/FilterableTable/index.tsx @@ -366,6 +366,7 @@ const FilterableTable = ({ usePagination={false} columns={columns} data={filteredList} + childrenColumnName="" virtualize bordered /> diff --git a/superset-frontend/src/components/Table/index.tsx b/superset-frontend/src/components/Table/index.tsx index 84ca7883f5757..12fdcec1d8e7d 100644 --- a/superset-frontend/src/components/Table/index.tsx +++ b/superset-frontend/src/components/Table/index.tsx @@ -150,6 +150,12 @@ export interface TableProps { * only supported for virtualize == true */ allowHTML?: boolean; + + /** + * The column that contains children to display. + * Check https://ant.design/components/table#table for more details. + */ + childrenColumnName?: string; } const defaultRowSelection: React.Key[] = []; @@ -259,6 +265,7 @@ export function Table( recordCount, onRow, allowHTML = false, + childrenColumnName, } = props; const wrapperRef = useRef(null); @@ -392,6 +399,9 @@ export function Table( theme, height: bodyHeight, bordered, + expandable: { + childrenColumnName, + }, }; return ( From ba541e802278bde10f77a543b66a9b4da3bc15cf Mon Sep 17 00:00:00 2001 From: "JUST.in DO IT" Date: Wed, 4 Oct 2023 11:06:22 -0700 Subject: [PATCH 084/105] chore: Expand error detail on screencapture (#25519) --- .../ErrorMessage/ErrorAlert.test.tsx | 24 +++++++++++++++++++ .../components/ErrorMessage/ErrorAlert.tsx | 6 +++-- 2 files changed, 28 insertions(+), 2 deletions(-) diff --git a/superset-frontend/src/components/ErrorMessage/ErrorAlert.test.tsx b/superset-frontend/src/components/ErrorMessage/ErrorAlert.test.tsx index 38006c2ec409e..2c2f1c2349877 100644 --- a/superset-frontend/src/components/ErrorMessage/ErrorAlert.test.tsx +++ b/superset-frontend/src/components/ErrorMessage/ErrorAlert.test.tsx @@ -21,6 +21,7 @@ import React from 'react'; import userEvent from '@testing-library/user-event'; import { render, screen } from 'spec/helpers/testing-library'; import { supersetTheme } from '@superset-ui/core'; +import { isCurrentUserBot } from 'src/utils/isBot'; import ErrorAlert from './ErrorAlert'; import { ErrorLevel, ErrorSource } from './types'; @@ -31,6 +32,10 @@ jest.mock( , ); +jest.mock('src/utils/isBot', () => ({ + isCurrentUserBot: jest.fn(), +})); + const mockedProps = { body: 'Error body', level: 'warning' as ErrorLevel, @@ -41,6 +46,14 @@ const mockedProps = { description: 'we are unable to connect db.', }; +beforeEach(() => { + (isCurrentUserBot as jest.Mock).mockReturnValue(false); +}); + +afterEach(() => { + jest.clearAllMocks(); +}); + test('should render', () => { const { container } = render(); expect(container).toBeInTheDocument(); @@ -100,6 +113,17 @@ test('should render the See more button', () => { expect(screen.getByText('See more')).toBeInTheDocument(); }); +test('should render the error subtitle and body defaultly for the screen capture request', () => { + const seemoreProps = { + ...mockedProps, + source: 'explore' as ErrorSource, + }; + (isCurrentUserBot as jest.Mock).mockReturnValue(true); + render(); + expect(screen.getByText('Error subtitle')).toBeInTheDocument(); + expect(screen.getByText('Error body')).toBeInTheDocument(); +}); + test('should render the modal', () => { render(, { useRedux: true }); const button = screen.getByText('See more'); diff --git a/superset-frontend/src/components/ErrorMessage/ErrorAlert.tsx b/superset-frontend/src/components/ErrorMessage/ErrorAlert.tsx index 672d7466454e0..da5894e887fd0 100644 --- a/superset-frontend/src/components/ErrorMessage/ErrorAlert.tsx +++ b/superset-frontend/src/components/ErrorMessage/ErrorAlert.tsx @@ -21,6 +21,7 @@ import { styled, useTheme, t } from '@superset-ui/core'; import { noOp } from 'src/utils/common'; import Modal from 'src/components/Modal'; import Button from 'src/components/Button'; +import { isCurrentUserBot } from 'src/utils/isBot'; import Icons from 'src/components/Icons'; import { ErrorLevel, ErrorSource } from './types'; @@ -102,9 +103,10 @@ export default function ErrorAlert({ const theme = useTheme(); const [isModalOpen, setIsModalOpen] = useState(false); - const [isBodyExpanded, setIsBodyExpanded] = useState(false); + const [isBodyExpanded, setIsBodyExpanded] = useState(isCurrentUserBot()); - const isExpandable = ['explore', 'sqllab'].includes(source); + const isExpandable = + isCurrentUserBot() || ['explore', 'sqllab'].includes(source); const iconColor = theme.colors[level].base; return ( From 87c8e872eec29ac194fb803744b339b42ac20949 Mon Sep 17 00:00:00 2001 From: VED PRAKASH KASHYAP Date: Thu, 5 Oct 2023 00:07:52 +0530 Subject: [PATCH 085/105] docs: fix for domain sharding results in failed requests with "Missing Authorization Header" (#24481) Co-authored-by: Evan Rusackas Co-authored-by: John Bodley <4567245+john-bodley@users.noreply.github.com> --- docs/docs/installation/networking-settings.mdx | 9 +++++++++ 1 file changed, 9 insertions(+) diff --git a/docs/docs/installation/networking-settings.mdx b/docs/docs/installation/networking-settings.mdx index 9ea49fcdc6550..1eb6b0ae03e16 100644 --- a/docs/docs/installation/networking-settings.mdx +++ b/docs/docs/installation/networking-settings.mdx @@ -33,6 +33,15 @@ Add the following setting in your `superset_config.py` file: - `SUPERSET_WEBSERVER_DOMAINS`: list of allowed hostnames for domain sharding feature. +Please create your domain shards as subdomains of your main domain for authorization to +work properly on new domains. For Example: + +- `SUPERSET_WEBSERVER_DOMAINS=['superset-1.mydomain.com','superset-2.mydomain.com','superset-3.mydomain.com','superset-4.mydomain.com']` + +or add the following setting in your `superset_config.py` file if domain shards are not subdomains of main domain. + +- `SESSION_COOKIE_DOMAIN = '.mydomain.com'` + ### Middleware Superset allows you to add your own middleware. To add your own middleware, update the From af661ceee2bf0f57743bd33a0dcbe78b034d60a6 Mon Sep 17 00:00:00 2001 From: Lily Kuang Date: Wed, 4 Oct 2023 12:07:27 -0700 Subject: [PATCH 086/105] chore(tags): move tags column in dashboard and chart list (#25504) --- .../src/pages/ChartList/index.tsx | 42 +++++++-------- .../src/pages/DashboardList/index.tsx | 51 +++++++++---------- 2 files changed, 46 insertions(+), 47 deletions(-) diff --git a/superset-frontend/src/pages/ChartList/index.tsx b/superset-frontend/src/pages/ChartList/index.tsx index 6f97b938b2f35..14ff62695fe36 100644 --- a/superset-frontend/src/pages/ChartList/index.tsx +++ b/superset-frontend/src/pages/ChartList/index.tsx @@ -407,6 +407,27 @@ function ChartList(props: ChartListProps) { size: 'xxl', hidden: true, }, + { + Cell: ({ + row: { + original: { tags = [] }, + }, + }: any) => ( + // Only show custom type tags + + tag.type + ? tag.type === 1 || tag.type === 'TagTypes.custom' + : true, + )} + maxTags={3} + /> + ), + Header: t('Tags'), + accessor: 'tags', + disableSortBy: true, + hidden: !isFeatureEnabled(FeatureFlag.TAGGING_SYSTEM), + }, { Cell: ({ row: { @@ -448,27 +469,6 @@ function ChartList(props: ChartListProps) { disableSortBy: true, size: 'xl', }, - { - Cell: ({ - row: { - original: { tags = [] }, - }, - }: any) => ( - // Only show custom type tags - - tag.type - ? tag.type === 1 || tag.type === 'TagTypes.custom' - : true, - )} - maxTags={3} - /> - ), - Header: t('Tags'), - accessor: 'tags', - disableSortBy: true, - hidden: !isFeatureEnabled(FeatureFlag.TAGGING_SYSTEM), - }, { Cell: ({ row: { original } }: any) => { const handleDelete = () => diff --git a/superset-frontend/src/pages/DashboardList/index.tsx b/superset-frontend/src/pages/DashboardList/index.tsx index d7760ffbbc62c..97898b3720c42 100644 --- a/superset-frontend/src/pages/DashboardList/index.tsx +++ b/superset-frontend/src/pages/DashboardList/index.tsx @@ -305,7 +305,31 @@ function DashboardList(props: DashboardListProps) { Header: t('Title'), accessor: 'dashboard_title', }, - + { + Cell: ({ + row: { + original: { tags = [] }, + }, + }: { + row: { + original: { + tags: Tag[]; + }; + }; + }) => ( + // Only show custom type tags + tag.type === 'TagTypes.custom' || tag.type === 1, + )} + maxTags={3} + /> + ), + Header: t('Tags'), + accessor: 'tags', + disableSortBy: true, + hidden: !isFeatureEnabled(FeatureFlag.TAGGING_SYSTEM), + }, { Cell: ({ row: { @@ -360,31 +384,6 @@ function DashboardList(props: DashboardListProps) { disableSortBy: true, size: 'xl', }, - { - Cell: ({ - row: { - original: { tags = [] }, - }, - }: { - row: { - original: { - tags: Tag[]; - }; - }; - }) => ( - // Only show custom type tags - tag.type === 'TagTypes.custom' || tag.type === 1, - )} - maxTags={3} - /> - ), - Header: t('Tags'), - accessor: 'tags', - disableSortBy: true, - hidden: !isFeatureEnabled(FeatureFlag.TAGGING_SYSTEM), - }, { Cell: ({ row: { original } }: any) => { const handleDelete = () => From 5ab1e7eae45b789c08c0b99612b4a410bbb986b8 Mon Sep 17 00:00:00 2001 From: "JUST.in DO IT" Date: Wed, 4 Oct 2023 12:21:41 -0700 Subject: [PATCH 087/105] feat(sqllab): SPA migration (#25151) --- .../sqllab/_skip.sourcePanel.index.test.js | 2 +- .../cypress/e2e/sqllab/query.test.ts | 2 +- .../e2e/sqllab/sqllab.applitools.test.ts | 2 +- .../cypress/e2e/sqllab/tabs.test.ts | 2 +- superset-frontend/package-lock.json | 2 +- .../spec/helpers/reducerIndex.ts | 3 +- superset-frontend/src/SqlLab/App.jsx | 84 ---------------- .../AceEditorWrapper/useKeywords.test.ts | 2 +- .../src/SqlLab/components/App/App.test.jsx | 5 +- .../src/SqlLab/components/App/index.jsx | 12 ++- .../SqlLab/components/QueryTable/index.tsx | 2 +- .../components/SqlEditor/SqlEditor.test.jsx | 2 +- .../SqlEditorLeftBar.test.jsx | 2 +- .../TabbedSqlEditors.test.jsx | 14 +-- .../components/TabbedSqlEditors/index.jsx | 5 +- superset-frontend/src/SqlLab/index.tsx | 23 ----- .../src/SqlLab/reducers/common.js | 21 ---- .../src/SqlLab/reducers/localStorageUsage.js | 21 ---- .../src/components/Chart/chartAction.js | 12 ++- .../components/ExploreChartHeader/index.jsx | 13 ++- .../DatasourceControl.test.tsx | 84 +++++++++++----- .../controls/DatasourceControl/index.jsx | 50 +++++----- .../controls/ViewQueryModalFooter.tsx | 11 ++- .../databases/DatabaseModal/index.tsx | 14 +-- .../DatasetPanel/DatasetPanel.test.tsx | 19 +++- .../DatasetPanel/MessageContent.tsx | 15 ++- .../DatasetLayout/DatasetLayout.test.tsx | 15 ++- .../src/features/home/ActivityTable.tsx | 2 +- .../src/features/home/EmptyState.tsx | 28 +++--- .../src/features/home/Menu.test.tsx | 2 +- .../src/features/home/RightMenu.test.tsx | 2 +- .../src/features/home/RightMenu.tsx | 2 +- .../src/features/home/SavedQueries.tsx | 25 ++--- .../src/features/home/SubMenu.tsx | 2 +- .../src/features/home/commonMenuData.ts | 2 +- .../src/hooks/apiResources/queryApi.ts | 9 +- .../DatasetCreation/DatasetCreation.test.tsx | 2 +- .../src/pages/QueryHistoryList/index.tsx | 10 +- .../src/pages/SavedQueryList/index.tsx | 17 ++-- .../SqlLab/LocationContext.tsx} | 31 +++--- .../src/pages/SqlLab/SqlLab.test.tsx | 99 +++++++++++++++++++ superset-frontend/src/pages/SqlLab/index.tsx | 78 +++++++++++++++ superset-frontend/src/views/CRUD/hooks.ts | 4 +- superset-frontend/src/views/routes.tsx | 10 +- superset-frontend/webpack.config.js | 1 - superset/initialization/__init__.py | 6 +- superset/jinja_context.py | 2 +- superset/models/core.py | 2 +- superset/models/sql_lab.py | 4 +- superset/sqllab/api.py | 2 + superset/views/core.py | 27 ++--- superset/views/sqllab.py | 46 +++++++++ tests/integration_tests/core_tests.py | 21 +++- tests/integration_tests/sqllab_tests.py | 4 +- 54 files changed, 518 insertions(+), 361 deletions(-) delete mode 100644 superset-frontend/src/SqlLab/App.jsx delete mode 100644 superset-frontend/src/SqlLab/index.tsx delete mode 100644 superset-frontend/src/SqlLab/reducers/common.js delete mode 100644 superset-frontend/src/SqlLab/reducers/localStorageUsage.js rename superset-frontend/src/{SqlLab/reducers/index.js => pages/SqlLab/LocationContext.tsx} (56%) create mode 100644 superset-frontend/src/pages/SqlLab/SqlLab.test.tsx create mode 100644 superset-frontend/src/pages/SqlLab/index.tsx create mode 100644 superset/views/sqllab.py diff --git a/superset-frontend/cypress-base/cypress/e2e/sqllab/_skip.sourcePanel.index.test.js b/superset-frontend/cypress-base/cypress/e2e/sqllab/_skip.sourcePanel.index.test.js index be455a4a99b7f..ece1581714113 100644 --- a/superset-frontend/cypress-base/cypress/e2e/sqllab/_skip.sourcePanel.index.test.js +++ b/superset-frontend/cypress-base/cypress/e2e/sqllab/_skip.sourcePanel.index.test.js @@ -20,7 +20,7 @@ import { selectResultsTab } from './sqllab.helper'; describe.skip('SqlLab datasource panel', () => { beforeEach(() => { - cy.visit('/superset/sqllab'); + cy.visit('/sqllab'); }); // TODO the test bellow is flaky, and has been disabled for the time being diff --git a/superset-frontend/cypress-base/cypress/e2e/sqllab/query.test.ts b/superset-frontend/cypress-base/cypress/e2e/sqllab/query.test.ts index 0d36692b2ad0c..86502e86555b0 100644 --- a/superset-frontend/cypress-base/cypress/e2e/sqllab/query.test.ts +++ b/superset-frontend/cypress-base/cypress/e2e/sqllab/query.test.ts @@ -25,7 +25,7 @@ function parseClockStr(node: JQuery) { describe('SqlLab query panel', () => { beforeEach(() => { - cy.visit('/superset/sqllab'); + cy.visit('/sqllab'); }); it.skip('supports entering and running a query', () => { diff --git a/superset-frontend/cypress-base/cypress/e2e/sqllab/sqllab.applitools.test.ts b/superset-frontend/cypress-base/cypress/e2e/sqllab/sqllab.applitools.test.ts index fdbaefb158f1d..cc4cf7ac03f12 100644 --- a/superset-frontend/cypress-base/cypress/e2e/sqllab/sqllab.applitools.test.ts +++ b/superset-frontend/cypress-base/cypress/e2e/sqllab/sqllab.applitools.test.ts @@ -19,7 +19,7 @@ describe('SqlLab view', () => { beforeEach(() => { - cy.visit('/superset/sqllab'); + cy.visit('/sqllab'); }); it('should load the SqlLab', () => { diff --git a/superset-frontend/cypress-base/cypress/e2e/sqllab/tabs.test.ts b/superset-frontend/cypress-base/cypress/e2e/sqllab/tabs.test.ts index b2c7a180ad836..0deeabde8dc1b 100644 --- a/superset-frontend/cypress-base/cypress/e2e/sqllab/tabs.test.ts +++ b/superset-frontend/cypress-base/cypress/e2e/sqllab/tabs.test.ts @@ -18,7 +18,7 @@ */ describe('SqlLab query tabs', () => { beforeEach(() => { - cy.visit('/superset/sqllab'); + cy.visit('/sqllab'); }); const tablistSelector = '[data-test="sql-editor-tabs"] > [role="tablist"]'; diff --git a/superset-frontend/package-lock.json b/superset-frontend/package-lock.json index 694cfd9193285..4c0fa255e1e00 100644 --- a/superset-frontend/package-lock.json +++ b/superset-frontend/package-lock.json @@ -77984,7 +77984,7 @@ "@mapbox/geojson-extent": "^1.0.1", "@math.gl/web-mercator": "^3.2.2", "@types/d3-array": "^2.0.0", - "@types/mapbox__geojson-extent": "*", + "@types/mapbox__geojson-extent": "^1.0.0", "@types/underscore": "^1.11.6", "@types/urijs": "^1.19.19", "bootstrap-slider": "^10.0.0", diff --git a/superset-frontend/spec/helpers/reducerIndex.ts b/superset-frontend/spec/helpers/reducerIndex.ts index a9cadc4f81368..95fe4d3f1ccf8 100644 --- a/superset-frontend/spec/helpers/reducerIndex.ts +++ b/superset-frontend/spec/helpers/reducerIndex.ts @@ -29,7 +29,6 @@ import messageToasts from 'src/components/MessageToasts/reducers'; import saveModal from 'src/explore/reducers/saveModalReducer'; import explore from 'src/explore/reducers/exploreReducer'; import sqlLab from 'src/SqlLab/reducers/sqlLab'; -import localStorageUsageInKilobytes from 'src/SqlLab/reducers/localStorageUsage'; import reports from 'src/features/reports/ReportModal/reducer'; import getBootstrapData from 'src/utils/getBootstrapData'; @@ -59,7 +58,7 @@ export default { saveModal, explore, sqlLab, - localStorageUsageInKilobytes, + localStorageUsageInKilobytes: noopReducer(0), reports, common: noopReducer(common), user: noopReducer(user), diff --git a/superset-frontend/src/SqlLab/App.jsx b/superset-frontend/src/SqlLab/App.jsx deleted file mode 100644 index ae8b81f4a8a42..0000000000000 --- a/superset-frontend/src/SqlLab/App.jsx +++ /dev/null @@ -1,84 +0,0 @@ -/** - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, - * software distributed under the License is distributed on an - * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY - * KIND, either express or implied. See the License for the - * specific language governing permissions and limitations - * under the License. - */ -import React from 'react'; -import { Provider } from 'react-redux'; -import { hot } from 'react-hot-loader/root'; -import { - FeatureFlag, - ThemeProvider, - initFeatureFlags, - isFeatureEnabled, -} from '@superset-ui/core'; -import { GlobalStyles } from 'src/GlobalStyles'; -import { setupStore, userReducer } from 'src/views/store'; -import setupExtensions from 'src/setup/setupExtensions'; -import getBootstrapData from 'src/utils/getBootstrapData'; -import { persistSqlLabStateEnhancer } from 'src/SqlLab/middlewares/persistSqlLabStateEnhancer'; -import getInitialState from './reducers/getInitialState'; -import { reducers } from './reducers/index'; -import App from './components/App'; -import { rehydratePersistedState } from './utils/reduxStateToLocalStorageHelper'; -import setupApp from '../setup/setupApp'; - -import '../assets/stylesheets/reactable-pagination.less'; -import { theme } from '../preamble'; -import { SqlLabGlobalStyles } from './SqlLabGlobalStyles'; - -setupApp(); -setupExtensions(); - -const bootstrapData = getBootstrapData(); - -initFeatureFlags(bootstrapData.common.feature_flags); - -const initialState = getInitialState(bootstrapData); - -export const store = setupStore({ - initialState, - rootReducers: { ...reducers, user: userReducer }, - ...(!isFeatureEnabled(FeatureFlag.SQLLAB_BACKEND_PERSISTENCE) && { - enhancers: [persistSqlLabStateEnhancer], - }), -}); - -rehydratePersistedState(store.dispatch, initialState); - -// Highlight the navbar menu -const menus = document.querySelectorAll('.nav.navbar-nav li.dropdown'); -const sqlLabMenu = Array.prototype.slice - .apply(menus) - .find(element => element.innerText.trim() === 'SQL Lab'); -if (sqlLabMenu) { - const classes = sqlLabMenu.getAttribute('class'); - if (classes.indexOf('active') === -1) { - sqlLabMenu.setAttribute('class', `${classes} active`); - } -} - -const Application = () => ( - - - - - - - -); - -export default hot(Application); diff --git a/superset-frontend/src/SqlLab/components/AceEditorWrapper/useKeywords.test.ts b/superset-frontend/src/SqlLab/components/AceEditorWrapper/useKeywords.test.ts index 12bd95b402368..7aa306d8bc258 100644 --- a/superset-frontend/src/SqlLab/components/AceEditorWrapper/useKeywords.test.ts +++ b/superset-frontend/src/SqlLab/components/AceEditorWrapper/useKeywords.test.ts @@ -28,7 +28,7 @@ import { schemaApiUtil } from 'src/hooks/apiResources/schemas'; import { tableApiUtil } from 'src/hooks/apiResources/tables'; import { addTable } from 'src/SqlLab/actions/sqlLab'; import { initialState } from 'src/SqlLab/fixtures'; -import { reducers } from 'src/SqlLab/reducers'; +import reducers from 'spec/helpers/reducerIndex'; import { SCHEMA_AUTOCOMPLETE_SCORE, TABLE_AUTOCOMPLETE_SCORE, diff --git a/superset-frontend/src/SqlLab/components/App/App.test.jsx b/superset-frontend/src/SqlLab/components/App/App.test.jsx index d56ea4780e9f9..d3db1d5fb87b2 100644 --- a/superset-frontend/src/SqlLab/components/App/App.test.jsx +++ b/superset-frontend/src/SqlLab/components/App/App.test.jsx @@ -17,12 +17,13 @@ * under the License. */ import React from 'react'; +import { combineReducers } from 'redux'; import configureStore from 'redux-mock-store'; import thunk from 'redux-thunk'; import { render } from 'spec/helpers/testing-library'; import App from 'src/SqlLab/components/App'; -import sqlLabReducer from 'src/SqlLab/reducers/index'; +import reducers from 'spec/helpers/reducerIndex'; import { LOCALSTORAGE_MAX_USAGE_KB } from 'src/SqlLab/constants'; import { LOG_EVENT } from 'src/logger/actions'; import { @@ -37,6 +38,8 @@ jest.mock('src/SqlLab/components/QueryAutoRefresh', () => () => (
)); +const sqlLabReducer = combineReducers(reducers); + describe('SqlLab App', () => { const middlewares = [thunk]; const mockStore = configureStore(middlewares); diff --git a/superset-frontend/src/SqlLab/components/App/index.jsx b/superset-frontend/src/SqlLab/components/App/index.jsx index ff47e6173b85f..aab4e78d4f234 100644 --- a/superset-frontend/src/SqlLab/components/App/index.jsx +++ b/superset-frontend/src/SqlLab/components/App/index.jsx @@ -20,9 +20,9 @@ import React from 'react'; import PropTypes from 'prop-types'; import { bindActionCreators } from 'redux'; import { connect } from 'react-redux'; +import { Redirect } from 'react-router-dom'; import { css, styled, t } from '@superset-ui/core'; import throttle from 'lodash/throttle'; -import ToastContainer from 'src/components/MessageToasts/ToastContainer'; import { LOCALSTORAGE_MAX_USAGE_KB, LOCALSTORAGE_WARNING_THRESHOLD, @@ -186,7 +186,14 @@ class App extends React.PureComponent { render() { const { queries, queriesLastUpdate } = this.props; if (this.state.hash && this.state.hash === '#search') { - return window.location.replace('/superset/sqllab/history/'); + return ( + + ); } return ( @@ -195,7 +202,6 @@ class App extends React.PureComponent { queriesLastUpdate={queriesLastUpdate} /> - ); } diff --git a/superset-frontend/src/SqlLab/components/QueryTable/index.tsx b/superset-frontend/src/SqlLab/components/QueryTable/index.tsx index b5eaeb01e6586..6ddae08e68520 100644 --- a/superset-frontend/src/SqlLab/components/QueryTable/index.tsx +++ b/superset-frontend/src/SqlLab/components/QueryTable/index.tsx @@ -61,7 +61,7 @@ interface QueryTableProps { } const openQuery = (id: number) => { - const url = `/superset/sqllab?queryId=${id}`; + const url = `/sqllab?queryId=${id}`; window.open(url); }; diff --git a/superset-frontend/src/SqlLab/components/SqlEditor/SqlEditor.test.jsx b/superset-frontend/src/SqlLab/components/SqlEditor/SqlEditor.test.jsx index 23424ff264baf..ff335e14ea77d 100644 --- a/superset-frontend/src/SqlLab/components/SqlEditor/SqlEditor.test.jsx +++ b/superset-frontend/src/SqlLab/components/SqlEditor/SqlEditor.test.jsx @@ -20,7 +20,7 @@ import React from 'react'; import { act } from 'react-dom/test-utils'; import { fireEvent, render, waitFor } from 'spec/helpers/testing-library'; import fetchMock from 'fetch-mock'; -import { reducers } from 'src/SqlLab/reducers'; +import reducers from 'spec/helpers/reducerIndex'; import SqlEditor from 'src/SqlLab/components/SqlEditor'; import { setupStore } from 'src/views/store'; import { diff --git a/superset-frontend/src/SqlLab/components/SqlEditorLeftBar/SqlEditorLeftBar.test.jsx b/superset-frontend/src/SqlLab/components/SqlEditorLeftBar/SqlEditorLeftBar.test.jsx index d12938a23508b..6665091572d32 100644 --- a/superset-frontend/src/SqlLab/components/SqlEditorLeftBar/SqlEditorLeftBar.test.jsx +++ b/superset-frontend/src/SqlLab/components/SqlEditorLeftBar/SqlEditorLeftBar.test.jsx @@ -26,7 +26,7 @@ import SqlEditorLeftBar from 'src/SqlLab/components/SqlEditorLeftBar'; import { table, initialState, defaultQueryEditor } from 'src/SqlLab/fixtures'; import { api } from 'src/hooks/apiResources/queryApi'; import { setupStore } from 'src/views/store'; -import { reducers } from 'src/SqlLab/reducers'; +import reducers from 'spec/helpers/reducerIndex'; const mockedProps = { tables: [table], diff --git a/superset-frontend/src/SqlLab/components/TabbedSqlEditors/TabbedSqlEditors.test.jsx b/superset-frontend/src/SqlLab/components/TabbedSqlEditors/TabbedSqlEditors.test.jsx index 90d1de2528a61..5d782590a1dfc 100644 --- a/superset-frontend/src/SqlLab/components/TabbedSqlEditors/TabbedSqlEditors.test.jsx +++ b/superset-frontend/src/SqlLab/components/TabbedSqlEditors/TabbedSqlEditors.test.jsx @@ -110,23 +110,17 @@ describe('TabbedSqlEditors', () => { it('should handle id', async () => { uriStub.returns({ id: 1 }); await mountWithAct(); - expect(window.history.replaceState.getCall(0).args[2]).toBe( - '/superset/sqllab', - ); + expect(window.history.replaceState.getCall(0).args[2]).toBe('/sqllab'); }); it('should handle savedQueryId', async () => { uriStub.returns({ savedQueryId: 1 }); await mountWithAct(); - expect(window.history.replaceState.getCall(0).args[2]).toBe( - '/superset/sqllab', - ); + expect(window.history.replaceState.getCall(0).args[2]).toBe('/sqllab'); }); it('should handle sql', async () => { uriStub.returns({ sql: 1, dbid: 1 }); await mountWithAct(); - expect(window.history.replaceState.getCall(0).args[2]).toBe( - '/superset/sqllab', - ); + expect(window.history.replaceState.getCall(0).args[2]).toBe('/sqllab'); }); it('should handle custom url params', async () => { uriStub.returns({ @@ -137,7 +131,7 @@ describe('TabbedSqlEditors', () => { }); await mountWithAct(); expect(window.history.replaceState.getCall(0).args[2]).toBe( - '/superset/sqllab?custom_value=str&extra_attr1=true', + '/sqllab?custom_value=str&extra_attr1=true', ); }); }); diff --git a/superset-frontend/src/SqlLab/components/TabbedSqlEditors/index.jsx b/superset-frontend/src/SqlLab/components/TabbedSqlEditors/index.jsx index 95d0c2529b242..166cce18f92bd 100644 --- a/superset-frontend/src/SqlLab/components/TabbedSqlEditors/index.jsx +++ b/superset-frontend/src/SqlLab/components/TabbedSqlEditors/index.jsx @@ -29,6 +29,7 @@ import { detectOS } from 'src/utils/common'; import * as Actions from 'src/SqlLab/actions/sqlLab'; import { EmptyStateBig } from 'src/components/EmptyState'; import getBootstrapData from 'src/utils/getBootstrapData'; +import { locationContext } from 'src/pages/SqlLab/LocationContext'; import SqlEditor from '../SqlEditor'; import SqlEditorTabHeader from '../SqlEditorTabHeader'; @@ -75,7 +76,7 @@ const userOS = detectOS(); class TabbedSqlEditors extends React.PureComponent { constructor(props) { super(props); - const sqlLabUrl = '/superset/sqllab'; + const sqlLabUrl = '/sqllab'; this.state = { sqlLabUrl, }; @@ -132,6 +133,7 @@ class TabbedSqlEditors extends React.PureComponent { new: isNewQuery, ...urlParams } = { + ...this.context.requestedQuery, ...bootstrapData.requested_query, ...queryParameters, }; @@ -332,6 +334,7 @@ class TabbedSqlEditors extends React.PureComponent { } TabbedSqlEditors.propTypes = propTypes; TabbedSqlEditors.defaultProps = defaultProps; +TabbedSqlEditors.contextType = locationContext; function mapStateToProps({ sqlLab, common }) { return { diff --git a/superset-frontend/src/SqlLab/index.tsx b/superset-frontend/src/SqlLab/index.tsx deleted file mode 100644 index c257009e64fd5..0000000000000 --- a/superset-frontend/src/SqlLab/index.tsx +++ /dev/null @@ -1,23 +0,0 @@ -/** - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, - * software distributed under the License is distributed on an - * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY - * KIND, either express or implied. See the License for the - * specific language governing permissions and limitations - * under the License. - */ -import React from 'react'; -import ReactDOM from 'react-dom'; -import App from './App'; - -ReactDOM.render(, document.getElementById('app')); diff --git a/superset-frontend/src/SqlLab/reducers/common.js b/superset-frontend/src/SqlLab/reducers/common.js deleted file mode 100644 index 05a7968a88ffe..0000000000000 --- a/superset-frontend/src/SqlLab/reducers/common.js +++ /dev/null @@ -1,21 +0,0 @@ -/** - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, - * software distributed under the License is distributed on an - * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY - * KIND, either express or implied. See the License for the - * specific language governing permissions and limitations - * under the License. - */ -export default function commonReducer(state = {}) { - return state; -} diff --git a/superset-frontend/src/SqlLab/reducers/localStorageUsage.js b/superset-frontend/src/SqlLab/reducers/localStorageUsage.js deleted file mode 100644 index eafbb078168ce..0000000000000 --- a/superset-frontend/src/SqlLab/reducers/localStorageUsage.js +++ /dev/null @@ -1,21 +0,0 @@ -/** - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, - * software distributed under the License is distributed on an - * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY - * KIND, either express or implied. See the License for the - * specific language governing permissions and limitations - * under the License. - */ -export default function localStorageUsageReducer(state = 0) { - return state; -} diff --git a/superset-frontend/src/components/Chart/chartAction.js b/superset-frontend/src/components/Chart/chartAction.js index d1dcfd3a001ba..fcf45a4946b20 100644 --- a/superset-frontend/src/components/Chart/chartAction.js +++ b/superset-frontend/src/components/Chart/chartAction.js @@ -39,7 +39,6 @@ import { addDangerToast } from 'src/components/MessageToasts/actions'; import { logEvent } from 'src/logger/actions'; import { Logger, LOG_ACTIONS_LOAD_CHART } from 'src/logger/LogUtils'; import { getClientErrorObject } from 'src/utils/getClientErrorObject'; -import { safeStringify } from 'src/utils/safeStringify'; import { allowCrossDomain as domainShardingEnabled } from 'src/utils/hostNamesConfig'; import { updateDataMask } from 'src/dataMask/actions'; import { waitForAsyncData } from 'src/middleware/asyncEvent'; @@ -571,17 +570,20 @@ export function postChartFormData( ); } -export function redirectSQLLab(formData) { +export function redirectSQLLab(formData, history) { return dispatch => { getChartDataRequest({ formData, resultFormat: 'json', resultType: 'query' }) .then(({ json }) => { - const redirectUrl = '/superset/sqllab/'; + const redirectUrl = '/sqllab/'; const payload = { datasourceKey: formData.datasource, sql: json.result[0].query, }; - SupersetClient.postForm(redirectUrl, { - form_data: safeStringify(payload), + history.push({ + pathname: redirectUrl, + state: { + requestedQuery: payload, + }, }); }) .catch(() => diff --git a/superset-frontend/src/explore/components/ExploreChartHeader/index.jsx b/superset-frontend/src/explore/components/ExploreChartHeader/index.jsx index 958aa16a31994..6e11eaf1c5ca6 100644 --- a/superset-frontend/src/explore/components/ExploreChartHeader/index.jsx +++ b/superset-frontend/src/explore/components/ExploreChartHeader/index.jsx @@ -17,6 +17,7 @@ * under the License. */ import React, { useCallback, useEffect, useMemo, useState } from 'react'; +import { useHistory } from 'react-router-dom'; import { useDispatch } from 'react-redux'; import PropTypes from 'prop-types'; import { Tooltip } from 'src/components/Tooltip'; @@ -151,12 +152,22 @@ export const ExploreChartHeader = ({ [dispatch], ); + const history = useHistory(); + const { redirectSQLLab } = actions; + + const redirectToSQLLab = useCallback( + formData => { + redirectSQLLab(formData, history); + }, + [redirectSQLLab, history], + ); + const [menu, isDropdownVisible, setIsDropdownVisible] = useExploreAdditionalActionsMenu( latestQueryFormData, canDownload, slice, - actions.redirectSQLLab, + redirectToSQLLab, openPropertiesModal, ownState, metadata?.dashboards, diff --git a/superset-frontend/src/explore/components/controls/DatasourceControl/DatasourceControl.test.tsx b/superset-frontend/src/explore/components/controls/DatasourceControl/DatasourceControl.test.tsx index 6def65d7d2d6d..4531719246bb9 100644 --- a/superset-frontend/src/explore/components/controls/DatasourceControl/DatasourceControl.test.tsx +++ b/superset-frontend/src/explore/components/controls/DatasourceControl/DatasourceControl.test.tsx @@ -18,6 +18,7 @@ */ import React from 'react'; +import { Route } from 'react-router-dom'; import fetchMock from 'fetch-mock'; import userEvent from '@testing-library/user-event'; import { DatasourceType, JsonObject, SupersetClient } from '@superset-ui/core'; @@ -27,6 +28,17 @@ import DatasourceControl from '.'; const SupersetClientGet = jest.spyOn(SupersetClient, 'get'); +const mockDatasource = { + id: 25, + database: { + name: 'examples', + }, + name: 'channels', + type: 'table', + columns: [], + owners: [{ first_name: 'john', last_name: 'doe', id: 1, username: 'jd' }], + sql: 'SELECT * FROM mock_datasource_sql', +}; const createProps = (overrides: JsonObject = {}) => ({ hovered: false, type: 'DatasourceControl', @@ -35,16 +47,7 @@ const createProps = (overrides: JsonObject = {}) => ({ description: null, value: '25__table', form_data: {}, - datasource: { - id: 25, - database: { - name: 'examples', - }, - name: 'channels', - type: 'table', - columns: [], - owners: [{ first_name: 'john', last_name: 'doe', id: 1, username: 'jd' }], - }, + datasource: mockDatasource, validationErrors: [], name: 'datasource', actions: { @@ -91,20 +94,20 @@ async function openAndSaveChanges(datasource: any) { test('Should render', async () => { const props = createProps(); - render(); + render(, { useRouter: true }); expect(await screen.findByTestId('datasource-control')).toBeVisible(); }); test('Should have elements', async () => { const props = createProps(); - render(); + render(, { useRouter: true }); expect(await screen.findByText('channels')).toBeVisible(); expect(screen.getByTestId('datasource-menu-trigger')).toBeVisible(); }); test('Should open a menu', async () => { const props = createProps(); - render(); + render(, { useRouter: true }); expect(screen.queryByText('Edit dataset')).not.toBeInTheDocument(); expect(screen.queryByText('Swap dataset')).not.toBeInTheDocument(); @@ -131,7 +134,7 @@ test('Should not show SQL Lab for non sql_lab role', async () => { username: 'gamma', }, }); - render(); + render(, { useRouter: true }); userEvent.click(screen.getByTestId('datasource-menu-trigger')); @@ -154,7 +157,7 @@ test('Should show SQL Lab for sql_lab role', async () => { username: 'sql', }, }); - render(); + render(, { useRouter: true }); userEvent.click(screen.getByTestId('datasource-menu-trigger')); @@ -178,6 +181,7 @@ test('Click on Swap dataset option', async () => { render(, { useRedux: true, + useRouter: true, }); userEvent.click(screen.getByTestId('datasource-menu-trigger')); @@ -198,6 +202,7 @@ test('Click on Edit dataset', async () => { ); render(, { useRedux: true, + useRouter: true, }); userEvent.click(screen.getByTestId('datasource-menu-trigger')); @@ -223,6 +228,7 @@ test('Edit dataset should be disabled when user is not admin', async () => { render(, { useRedux: true, + useRouter: true, }); userEvent.click(screen.getByTestId('datasource-menu-trigger')); @@ -235,21 +241,41 @@ test('Edit dataset should be disabled when user is not admin', async () => { test('Click on View in SQL Lab', async () => { const props = createProps(); - const postFormSpy = jest.spyOn(SupersetClient, 'postForm'); - postFormSpy.mockImplementation(jest.fn()); - render(, { - useRedux: true, - }); + const { queryByTestId, getByTestId } = render( + <> + ( +
+ {JSON.stringify(location.state)} +
+ )} + /> + + , + { + useRedux: true, + useRouter: true, + }, + ); userEvent.click(screen.getByTestId('datasource-menu-trigger')); - expect(postFormSpy).toBeCalledTimes(0); + expect(queryByTestId('mock-sqllab-route')).not.toBeInTheDocument(); await act(async () => { userEvent.click(screen.getByText('View in SQL Lab')); }); - expect(postFormSpy).toBeCalledTimes(1); + expect(getByTestId('mock-sqllab-route')).toBeInTheDocument(); + expect(JSON.parse(`${getByTestId('mock-sqllab-route').textContent}`)).toEqual( + { + requestedQuery: { + datasourceKey: `${mockDatasource.id}__${mockDatasource.type}`, + sql: mockDatasource.sql, + }, + }, + ); }); test('Should open a different menu when datasource=query', async () => { @@ -261,7 +287,7 @@ test('Should open a different menu when datasource=query', async () => { type: DatasourceType.Query, }, }; - render(); + render(, { useRouter: true }); expect(screen.queryByText('Query preview')).not.toBeInTheDocument(); expect(screen.queryByText('View in SQL Lab')).not.toBeInTheDocument(); @@ -284,7 +310,10 @@ test('Click on Save as dataset', async () => { }, }; - render(, { useRedux: true }); + render(, { + useRedux: true, + useRouter: true, + }); userEvent.click(screen.getByTestId('datasource-menu-trigger')); userEvent.click(screen.getByText('Save as dataset')); @@ -327,6 +356,7 @@ test('should set the default temporal column', async () => { }; render(, { useRedux: true, + useRouter: true, }); await openAndSaveChanges(overrideProps.datasource); @@ -362,6 +392,7 @@ test('should set the first available temporal column', async () => { }; render(, { useRedux: true, + useRouter: true, }); await openAndSaveChanges(overrideProps.datasource); @@ -397,6 +428,7 @@ test('should not set the temporal column', async () => { }; render(, { useRedux: true, + useRouter: true, }); await openAndSaveChanges(overrideProps.datasource); @@ -410,7 +442,7 @@ test('should not set the temporal column', async () => { test('should show missing params state', () => { const props = createProps({ datasource: fallbackExploreInitialData.dataset }); - render(, { useRedux: true }); + render(, { useRedux: true, useRouter: true }); expect(screen.getByText(/missing dataset/i)).toBeVisible(); expect(screen.getByText(/missing url parameters/i)).toBeVisible(); expect( @@ -426,7 +458,7 @@ test('should show missing dataset state', () => { // @ts-ignore window.location = { search: '?slice_id=152' }; const props = createProps({ datasource: fallbackExploreInitialData.dataset }); - render(, { useRedux: true }); + render(, { useRedux: true, useRouter: true }); expect(screen.getAllByText(/missing dataset/i)).toHaveLength(2); expect( screen.getByText( diff --git a/superset-frontend/src/explore/components/controls/DatasourceControl/index.jsx b/superset-frontend/src/explore/components/controls/DatasourceControl/index.jsx index bf85716206b97..707138d5067c2 100644 --- a/superset-frontend/src/explore/components/controls/DatasourceControl/index.jsx +++ b/superset-frontend/src/explore/components/controls/DatasourceControl/index.jsx @@ -20,13 +20,7 @@ import React from 'react'; import PropTypes from 'prop-types'; -import { - DatasourceType, - SupersetClient, - styled, - t, - withTheme, -} from '@superset-ui/core'; +import { DatasourceType, styled, t, withTheme } from '@superset-ui/core'; import { getTemporalColumns } from '@superset-ui/chart-controls'; import { getUrlParam } from 'src/utils/urlUtils'; import { AntdDropdown } from 'src/components'; @@ -50,8 +44,8 @@ import ModalTrigger from 'src/components/ModalTrigger'; import ViewQueryModalFooter from 'src/explore/components/controls/ViewQueryModalFooter'; import ViewQuery from 'src/explore/components/controls/ViewQuery'; import { SaveDatasetModal } from 'src/SqlLab/components/SaveDatasetModal'; -import { safeStringify } from 'src/utils/safeStringify'; import { isString } from 'lodash'; +import { Link } from 'react-router-dom'; const propTypes = { actions: PropTypes.object.isRequired, @@ -126,7 +120,6 @@ const Styles = styled.div` `; const CHANGE_DATASET = 'change_dataset'; -const VIEW_IN_SQL_LAB = 'view_in_sql_lab'; const EDIT_DATASET = 'edit_dataset'; const QUERY_PREVIEW = 'query_preview'; const SAVE_AS_DATASET = 'save_as_dataset'; @@ -238,19 +231,6 @@ class DatasourceControl extends React.PureComponent { this.toggleEditDatasourceModal(); break; - case VIEW_IN_SQL_LAB: - { - const { datasource } = this.props; - const payload = { - datasourceKey: `${datasource.id}__${datasource.type}`, - sql: datasource.sql, - }; - SupersetClient.postForm('/superset/sqllab/', { - form_data: safeStringify(payload), - }); - } - break; - case SAVE_AS_DATASET: this.toggleSaveDatasetModal(); break; @@ -286,6 +266,10 @@ class DatasourceControl extends React.PureComponent { const canAccessSqlLab = userHasPermission(user, 'SQL Lab', 'menu_access'); const editText = t('Edit dataset'); + const requestedQuery = { + datasourceKey: `${datasource.id}__${datasource.type}`, + sql: datasource.sql, + }; const defaultDatasourceMenu = ( @@ -310,7 +294,16 @@ class DatasourceControl extends React.PureComponent { )} {t('Swap dataset')} {!isMissingDatasource && canAccessSqlLab && ( - {t('View in SQL Lab')} + + + {t('View in SQL Lab')} + + )} ); @@ -340,7 +333,16 @@ class DatasourceControl extends React.PureComponent { /> {canAccessSqlLab && ( - {t('View in SQL Lab')} + + + {t('View in SQL Lab')} + + )} {t('Save as dataset')} diff --git a/superset-frontend/src/explore/components/controls/ViewQueryModalFooter.tsx b/superset-frontend/src/explore/components/controls/ViewQueryModalFooter.tsx index 4f4af039b1a23..fbc87d7f9f62f 100644 --- a/superset-frontend/src/explore/components/controls/ViewQueryModalFooter.tsx +++ b/superset-frontend/src/explore/components/controls/ViewQueryModalFooter.tsx @@ -18,8 +18,9 @@ */ import React from 'react'; import { isObject } from 'lodash'; -import { t, SupersetClient } from '@superset-ui/core'; +import { t } from '@superset-ui/core'; import Button from 'src/components/Button'; +import { useHistory } from 'react-router-dom'; interface SimpleDataSource { id: string; @@ -42,12 +43,18 @@ const ViewQueryModalFooter: React.FC = (props: { changeDatasource: () => void; datasource: SimpleDataSource; }) => { + const history = useHistory(); const viewInSQLLab = (id: string, type: string, sql: string) => { const payload = { datasourceKey: `${id}__${type}`, sql, }; - SupersetClient.postForm('/superset/sqllab/', payload); + history.push({ + pathname: '/sqllab', + state: { + requestedQuery: payload, + }, + }); }; const openSQL = () => { diff --git a/superset-frontend/src/features/databases/DatabaseModal/index.tsx b/superset-frontend/src/features/databases/DatabaseModal/index.tsx index 555b21be79c8f..0c1ac56369692 100644 --- a/superset-frontend/src/features/databases/DatabaseModal/index.tsx +++ b/superset-frontend/src/features/databases/DatabaseModal/index.tsx @@ -32,6 +32,7 @@ import React, { useReducer, Reducer, } from 'react'; +import { useHistory } from 'react-router-dom'; import { setItem, LocalStorageKeys } from 'src/utils/localStorageHelpers'; import { UploadChangeParam, UploadFile } from 'antd/lib/upload/interface'; import Tabs from 'src/components/Tabs'; @@ -141,7 +142,6 @@ interface DatabaseModalProps { show: boolean; databaseId: number | undefined; // If included, will go into edit mode dbEngine: string | undefined; // if included goto step 2 with engine already set - history?: any; } export enum ActionType { @@ -526,7 +526,6 @@ const DatabaseModal: FunctionComponent = ({ show, databaseId, dbEngine, - history, }) => { const [db, setDB] = useReducer< Reducer | null, DBReducerActionType> @@ -627,6 +626,7 @@ const DatabaseModal: FunctionComponent = ({ (DB: DatabaseObject) => DB.backend === engine || DB.engine === engine, )?.parameters !== undefined; const showDBError = validationErrors || dbErrors; + const history = useHistory(); const dbModel: DatabaseForm = availableDbs?.databases?.find( @@ -700,13 +700,7 @@ const DatabaseModal: FunctionComponent = ({ }; const redirectURL = (url: string) => { - /* TODO (lyndsiWilliams): This check and passing history - as a prop can be removed once SQL Lab is in the SPA */ - if (!isEmpty(history)) { - history?.push(url); - } else { - window.location.href = url; - } + history.push(url); }; // Database import logic @@ -1583,7 +1577,7 @@ const DatabaseModal: FunctionComponent = ({ onClick={() => { setLoading(true); fetchAndSetDB(); - redirectURL(`/superset/sqllab/?db=true`); + redirectURL(`/sqllab?db=true`); }} > {t('QUERY DATA IN SQL LAB')} diff --git a/superset-frontend/src/features/datasets/AddDataset/DatasetPanel/DatasetPanel.test.tsx b/superset-frontend/src/features/datasets/AddDataset/DatasetPanel/DatasetPanel.test.tsx index 19262c91bc20d..62fdc0dfd0687 100644 --- a/superset-frontend/src/features/datasets/AddDataset/DatasetPanel/DatasetPanel.test.tsx +++ b/superset-frontend/src/features/datasets/AddDataset/DatasetPanel/DatasetPanel.test.tsx @@ -45,7 +45,9 @@ jest.mock( describe('DatasetPanel', () => { test('renders a blank state DatasetPanel', () => { - render(); + render(, { + useRouter: true, + }); const blankDatasetImg = screen.getByRole('img', { name: /empty/i }); expect(blankDatasetImg).toBeVisible(); @@ -73,6 +75,9 @@ describe('DatasetPanel', () => { columnList={[]} loading={false} />, + { + useRouter: true, + }, ); const blankDatasetImg = screen.getByRole('img', { name: /empty/i }); @@ -91,6 +96,9 @@ describe('DatasetPanel', () => { columnList={[]} loading />, + { + useRouter: true, + }, ); const blankDatasetImg = screen.getByAltText(ALT_LOADING); @@ -107,6 +115,9 @@ describe('DatasetPanel', () => { columnList={[]} loading={false} />, + { + useRouter: true, + }, ); const errorTitle = screen.getByText(ERROR_TITLE); @@ -124,6 +135,9 @@ describe('DatasetPanel', () => { columnList={exampleColumns} loading={false} />, + { + useRouter: true, + }, ); expect(await screen.findByText(tableName)).toBeVisible(); expect(screen.getByText(COLUMN_TITLE)).toBeVisible(); @@ -148,6 +162,9 @@ describe('DatasetPanel', () => { loading={false} datasets={exampleDataset} />, + { + useRouter: true, + }, ); // This is text in the info banner diff --git a/superset-frontend/src/features/datasets/AddDataset/DatasetPanel/MessageContent.tsx b/superset-frontend/src/features/datasets/AddDataset/DatasetPanel/MessageContent.tsx index 5d0ef5eda736e..6824e1c50117e 100644 --- a/superset-frontend/src/features/datasets/AddDataset/DatasetPanel/MessageContent.tsx +++ b/superset-frontend/src/features/datasets/AddDataset/DatasetPanel/MessageContent.tsx @@ -20,6 +20,7 @@ import React from 'react'; import { t, styled } from '@superset-ui/core'; import { EmptyStateBig } from 'src/components/EmptyState'; +import { Link } from 'react-router-dom'; const StyledContainer = styled.div` padding: ${({ theme }) => theme.gridUnit * 8}px @@ -50,15 +51,11 @@ export const VIEW_DATASET_MESSAGE = t( const renderEmptyDescription = () => ( <> {SELECT_MESSAGE} - { - window.location.href = `/superset/sqllab`; - }} - tabIndex={0} - > - {CREATE_MESSAGE} - + + + {CREATE_MESSAGE} + + {VIEW_DATASET_MESSAGE} ); diff --git a/superset-frontend/src/features/datasets/DatasetLayout/DatasetLayout.test.tsx b/superset-frontend/src/features/datasets/DatasetLayout/DatasetLayout.test.tsx index 66cbf6f0c44ff..36278ed3dd283 100644 --- a/superset-frontend/src/features/datasets/DatasetLayout/DatasetLayout.test.tsx +++ b/superset-frontend/src/features/datasets/DatasetLayout/DatasetLayout.test.tsx @@ -35,7 +35,7 @@ jest.mock('react-router-dom', () => ({ describe('DatasetLayout', () => { it('renders nothing when no components are passed in', () => { - render(); + render(, { useRouter: true }); const layoutWrapper = screen.getByTestId('dataset-layout-wrapper'); expect(layoutWrapper).toHaveTextContent(''); @@ -55,7 +55,7 @@ describe('DatasetLayout', () => { it('renders a LeftPanel when passed in', async () => { render( null} />} />, - { useRedux: true }, + { useRedux: true, useRouter: true }, ); expect( @@ -65,7 +65,9 @@ describe('DatasetLayout', () => { }); it('renders a DatasetPanel when passed in', () => { - render(} />); + render(} />, { + useRouter: true, + }); const blankDatasetImg = screen.getByRole('img', { name: /empty/i }); const blankDatasetTitle = screen.getByText(/select dataset source/i); @@ -75,13 +77,16 @@ describe('DatasetLayout', () => { }); it('renders a RightPanel when passed in', () => { - render(); + render(, { useRouter: true }); expect(screen.getByText(/right panel/i)).toBeVisible(); }); it('renders a Footer when passed in', () => { - render(} />, { useRedux: true }); + render(} />, { + useRedux: true, + useRouter: true, + }); expect(screen.getByText(/Cancel/i)).toBeVisible(); }); diff --git a/superset-frontend/src/features/home/ActivityTable.tsx b/superset-frontend/src/features/home/ActivityTable.tsx index cd38c021f84c7..b3f43eac5e0c6 100644 --- a/superset-frontend/src/features/home/ActivityTable.tsx +++ b/superset-frontend/src/features/home/ActivityTable.tsx @@ -105,7 +105,7 @@ const getEntityIcon = (entity: ActivityObject) => { }; const getEntityUrl = (entity: ActivityObject) => { - if ('sql' in entity) return `/superset/sqllab?savedQueryId=${entity.id}`; + if ('sql' in entity) return `/sqllab?savedQueryId=${entity.id}`; if ('url' in entity) return entity.url; return entity.item_url; }; diff --git a/superset-frontend/src/features/home/EmptyState.tsx b/superset-frontend/src/features/home/EmptyState.tsx index 47e7817ae374d..d36d1bdbd6b1e 100644 --- a/superset-frontend/src/features/home/EmptyState.tsx +++ b/superset-frontend/src/features/home/EmptyState.tsx @@ -17,6 +17,7 @@ * under the License. */ import React from 'react'; +import { Link } from 'react-router-dom'; import Button from 'src/components/Button'; import { Empty } from 'src/components'; import { TableTab } from 'src/views/CRUD/types'; @@ -81,7 +82,7 @@ export default function EmptyState({ const mineRedirects: Redirects = { [WelcomeTable.Charts]: '/chart/add', [WelcomeTable.Dashboards]: '/dashboard/new', - [WelcomeTable.SavedQueries]: '/superset/sqllab?new=true', + [WelcomeTable.SavedQueries]: '/sqllab?new=true', }; const favRedirects: Redirects = { [WelcomeTable.Charts]: '/chart/list', @@ -140,20 +141,17 @@ export default function EmptyState({ > {tableName !== WelcomeTable.Recents && ( - + + + )} diff --git a/superset-frontend/src/features/home/Menu.test.tsx b/superset-frontend/src/features/home/Menu.test.tsx index b40a5ab075252..428a7366f024a 100644 --- a/superset-frontend/src/features/home/Menu.test.tsx +++ b/superset-frontend/src/features/home/Menu.test.tsx @@ -62,7 +62,7 @@ const dropdownItems = [ }, { label: 'SQL query', - url: '/superset/sqllab?new=true', + url: '/sqllab?new=true', icon: 'fa-fw fa-search', perm: 'can_sqllab', view: 'Superset', diff --git a/superset-frontend/src/features/home/RightMenu.test.tsx b/superset-frontend/src/features/home/RightMenu.test.tsx index 95d61def4c21a..97b9fb20bd593 100644 --- a/superset-frontend/src/features/home/RightMenu.test.tsx +++ b/superset-frontend/src/features/home/RightMenu.test.tsx @@ -73,7 +73,7 @@ const dropdownItems = [ }, { label: 'SQL query', - url: '/superset/sqllab?new=true', + url: '/sqllab?new=true', icon: 'fa-fw fa-search', perm: 'can_sqllab', view: 'Superset', diff --git a/superset-frontend/src/features/home/RightMenu.tsx b/superset-frontend/src/features/home/RightMenu.tsx index 831ae85ba39f3..b79ebb65f888b 100644 --- a/superset-frontend/src/features/home/RightMenu.tsx +++ b/superset-frontend/src/features/home/RightMenu.tsx @@ -210,7 +210,7 @@ const RightMenu = ({ }, { label: t('SQL query'), - url: '/superset/sqllab?new=true', + url: '/sqllab?new=true', icon: 'fa-fw fa-search', perm: 'can_sqllab', view: 'Superset', diff --git a/superset-frontend/src/features/home/SavedQueries.tsx b/superset-frontend/src/features/home/SavedQueries.tsx index 9417f03bea457..f5ac37563fa19 100644 --- a/superset-frontend/src/features/home/SavedQueries.tsx +++ b/superset-frontend/src/features/home/SavedQueries.tsx @@ -17,6 +17,7 @@ * under the License. */ import React, { useState } from 'react'; +import { Link } from 'react-router-dom'; import { styled, SupersetClient, t, useTheme } from '@superset-ui/core'; import SyntaxHighlighter from 'react-syntax-highlighter/dist/cjs/light'; import sql from 'react-syntax-highlighter/dist/cjs/languages/hljs/sql'; @@ -193,12 +194,8 @@ const SavedQueries = ({ const renderMenu = (query: Query) => ( {canEdit && ( - { - window.location.href = `/superset/sqllab?savedQueryId=${query.id}`; - }} - > - {t('Edit')} + + {t('Edit')} )} + {t('SQL Query')} - + ), buttonStyle: 'tertiary', - onClick: () => { - window.location.href = '/superset/sqllab?new=true'; - }, }, { name: t('View All »'), @@ -278,15 +272,10 @@ const SavedQueries = ({ {queries.length > 0 ? ( {queries.map(q => ( - { - window.location.href = `/superset/sqllab?savedQueryId=${q.id}`; - }} - key={q.id} - > + JsonValue; urlParams?: Record; - } + }, + JsonValue, + ClientErrorObject > = ( { endpoint, diff --git a/superset-frontend/src/pages/DatasetCreation/DatasetCreation.test.tsx b/superset-frontend/src/pages/DatasetCreation/DatasetCreation.test.tsx index 41b32965e81b7..8f412283158ad 100644 --- a/superset-frontend/src/pages/DatasetCreation/DatasetCreation.test.tsx +++ b/superset-frontend/src/pages/DatasetCreation/DatasetCreation.test.tsx @@ -31,7 +31,7 @@ jest.mock('react-router-dom', () => ({ describe('AddDataset', () => { it('renders a blank state AddDataset', async () => { - render(, { useRedux: true }); + render(, { useRedux: true, useRouter: true }); const blankeStateImgs = screen.getAllByRole('img', { name: /empty/i }); diff --git a/superset-frontend/src/pages/QueryHistoryList/index.tsx b/superset-frontend/src/pages/QueryHistoryList/index.tsx index 1d735fd69ed2b..63e916e399299 100644 --- a/superset-frontend/src/pages/QueryHistoryList/index.tsx +++ b/superset-frontend/src/pages/QueryHistoryList/index.tsx @@ -17,6 +17,7 @@ * under the License. */ import React, { useMemo, useState, useCallback, ReactElement } from 'react'; +import { Link, useHistory } from 'react-router-dom'; import { QueryState, styled, @@ -102,6 +103,7 @@ function QueryList({ addDangerToast }: QueryListProps) { useState(); const theme = useTheme(); + const history = useHistory(); const handleQueryPreview = useCallback( (id: number) => { @@ -334,9 +336,9 @@ function QueryList({ addDangerToast }: QueryListProps) { }, }: any) => ( - + - + ), }, @@ -427,9 +429,7 @@ function QueryList({ addDangerToast }: QueryListProps) { query={queryCurrentlyPreviewing} queries={queries} fetchData={handleQueryPreview} - openInSqlLab={(id: number) => - window.location.assign(`/superset/sqllab?queryId=${id}`) - } + openInSqlLab={(id: number) => history.push(`/sqllab?queryId=${id}`)} show /> )} diff --git a/superset-frontend/src/pages/SavedQueryList/index.tsx b/superset-frontend/src/pages/SavedQueryList/index.tsx index a2f3479b90f1e..8c1ce2b3ddcec 100644 --- a/superset-frontend/src/pages/SavedQueryList/index.tsx +++ b/superset-frontend/src/pages/SavedQueryList/index.tsx @@ -25,6 +25,7 @@ import { t, } from '@superset-ui/core'; import React, { useState, useMemo, useCallback } from 'react'; +import { Link, useHistory } from 'react-router-dom'; import rison from 'rison'; import moment from 'moment'; import { @@ -127,6 +128,7 @@ function SavedQueryList({ sshTunnelPrivateKeyPasswordFields, setSSHTunnelPrivateKeyPasswordFields, ] = useState([]); + const history = useHistory(); const openSavedQueryImportModal = () => { showImportModal(true); @@ -148,10 +150,6 @@ function SavedQueryList({ const canExport = hasPerm('can_export') && isFeatureEnabled(FeatureFlag.VERSIONED_EXPORT); - const openNewQuery = () => { - window.open(`${window.location.origin}/superset/sqllab?new=true`); - }; - const handleSavedQueryPreview = useCallback( (id: number) => { SupersetClient.get({ @@ -187,11 +185,10 @@ function SavedQueryList({ subMenuButtons.push({ name: ( - <> + {t('Query')} - + ), - onClick: openNewQuery, buttonStyle: 'primary', }); @@ -217,15 +214,13 @@ function SavedQueryList({ // Action methods const openInSqlLab = (id: number) => { - window.open(`${window.location.origin}/superset/sqllab?savedQueryId=${id}`); + history.push(`/sqllab?savedQueryId=${id}`); }; const copyQueryLink = useCallback( (id: number) => { copyTextToClipboard(() => - Promise.resolve( - `${window.location.origin}/superset/sqllab?savedQueryId=${id}`, - ), + Promise.resolve(`${window.location.origin}/sqllab?savedQueryId=${id}`), ) .then(() => { addSuccessToast(t('Link Copied!')); diff --git a/superset-frontend/src/SqlLab/reducers/index.js b/superset-frontend/src/pages/SqlLab/LocationContext.tsx similarity index 56% rename from superset-frontend/src/SqlLab/reducers/index.js rename to superset-frontend/src/pages/SqlLab/LocationContext.tsx index 35c16ba2e1953..a67b887c99c95 100644 --- a/superset-frontend/src/SqlLab/reducers/index.js +++ b/superset-frontend/src/pages/SqlLab/LocationContext.tsx @@ -16,17 +16,26 @@ * specific language governing permissions and limitations * under the License. */ -import { combineReducers } from 'redux'; -import messageToasts from 'src/components/MessageToasts/reducers'; -import sqlLab from './sqlLab'; -import localStorageUsageInKilobytes from './localStorageUsage'; -import common from './common'; -export const reducers = { - sqlLab, - localStorageUsageInKilobytes, - messageToasts, - common, +import React, { createContext, useContext } from 'react'; +import { useLocation } from 'react-router-dom'; + +export type LocationState = { + requestedQuery?: Record; +}; + +export const locationContext = createContext({}); +const { Provider } = locationContext; + +const EMPTY_STATE: LocationState = {}; + +export const LocationProvider: React.FC = ({ + children, +}: { + children: React.ReactNode; +}) => { + const location = useLocation(); + return {children}; }; -export default combineReducers(reducers); +export const useLocationState = () => useContext(locationContext); diff --git a/superset-frontend/src/pages/SqlLab/SqlLab.test.tsx b/superset-frontend/src/pages/SqlLab/SqlLab.test.tsx new file mode 100644 index 0000000000000..0eec7156d144a --- /dev/null +++ b/superset-frontend/src/pages/SqlLab/SqlLab.test.tsx @@ -0,0 +1,99 @@ +/** + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, + * software distributed under the License is distributed on an + * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY + * KIND, either express or implied. See the License for the + * specific language governing permissions and limitations + * under the License. + */ +import fetchMock from 'fetch-mock'; +import React from 'react'; +import { omit } from 'lodash'; +import { + render, + act, + waitFor, + defaultStore as store, + createStore, +} from 'spec/helpers/testing-library'; +import reducers from 'spec/helpers/reducerIndex'; +import { api } from 'src/hooks/apiResources/queryApi'; +import { DEFAULT_COMMON_BOOTSTRAP_DATA } from 'src/constants'; +import getInitialState from 'src/SqlLab/reducers/getInitialState'; + +import SqlLab from '.'; + +const fakeApiResult = { + result: { + common: DEFAULT_COMMON_BOOTSTRAP_DATA, + tab_state_ids: [], + databases: [], + queries: {}, + user: { + userId: 1, + username: 'some name', + isActive: true, + isAnonymous: false, + firstName: 'first name', + lastName: 'last name', + permissions: {}, + roles: {}, + }, + }, +}; + +const expectedResult = fakeApiResult.result; +const sqlLabInitialStateApiRoute = `glob:*/api/v1/sqllab/`; + +afterEach(() => { + fetchMock.reset(); + act(() => { + store.dispatch(api.util.resetApiState()); + }); +}); + +beforeEach(() => { + fetchMock.get(sqlLabInitialStateApiRoute, fakeApiResult); +}); + +jest.mock('src/SqlLab/components/App', () => () => ( +
+)); + +test('is valid', () => { + expect(React.isValidElement()).toBe(true); +}); + +test('fetches initial data and renders', async () => { + expect(fetchMock.calls(sqlLabInitialStateApiRoute).length).toBe(0); + const storeWithSqlLab = createStore({}, reducers); + const { getByTestId } = render(, { + useRedux: true, + useRouter: true, + store: storeWithSqlLab, + }); + + await waitFor(() => + expect(fetchMock.calls(sqlLabInitialStateApiRoute).length).toBe(1), + ); + + expect(getByTestId('mock-sqllab-app')).toBeInTheDocument(); + const { sqlLab } = getInitialState(expectedResult); + expect(storeWithSqlLab.getState()).toEqual( + expect.objectContaining({ + sqlLab: expect.objectContaining( + omit(sqlLab, ['queriesLastUpdate', 'editorTabLastUpdatedAt']), + ), + }), + ); +}); diff --git a/superset-frontend/src/pages/SqlLab/index.tsx b/superset-frontend/src/pages/SqlLab/index.tsx new file mode 100644 index 0000000000000..e9f84f1b1d646 --- /dev/null +++ b/superset-frontend/src/pages/SqlLab/index.tsx @@ -0,0 +1,78 @@ +/** + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, + * software distributed under the License is distributed on an + * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY + * KIND, either express or implied. See the License for the + * specific language governing permissions and limitations + * under the License. + */ +import React, { useEffect } from 'react'; +import { useDispatch, useSelector } from 'react-redux'; +import { css } from '@superset-ui/core'; +import { useSqlLabInitialState } from 'src/hooks/apiResources/sqlLab'; +import type { InitialState } from 'src/hooks/apiResources/sqlLab'; +import { resetState } from 'src/SqlLab/actions/sqlLab'; +import { addDangerToast } from 'src/components/MessageToasts/actions'; +import type { SqlLabRootState } from 'src/SqlLab/types'; +import { SqlLabGlobalStyles } from 'src/SqlLab//SqlLabGlobalStyles'; +import App from 'src/SqlLab/components/App'; +import Loading from 'src/components/Loading'; +import useEffectEvent from 'src/hooks/useEffectEvent'; +import { LocationProvider } from './LocationContext'; + +export default function SqlLab() { + const editorTabLastUpdatedAt = useSelector( + state => state.sqlLab.editorTabLastUpdatedAt || 0, + ); + const { data, isLoading, isError, error, fulfilledTimeStamp } = + useSqlLabInitialState(); + const shouldInitialize = editorTabLastUpdatedAt <= (fulfilledTimeStamp || 0); + const dispatch = useDispatch(); + + const initBootstrapData = useEffectEvent( + (sqlLabInitialState: InitialState) => { + if (shouldInitialize) { + dispatch(resetState(sqlLabInitialState)); + } + }, + ); + + useEffect(() => { + if (data) { + initBootstrapData(data); + } + }, [data, initBootstrapData]); + + if (isLoading || shouldInitialize) return ; + + if (isError && error?.message) { + dispatch(addDangerToast(error?.message)); + return null; + } + + return ( + +
+ + +
+ + ); +} diff --git a/superset-frontend/src/views/CRUD/hooks.ts b/superset-frontend/src/views/CRUD/hooks.ts index b539ca126f96b..85f7c60252819 100644 --- a/superset-frontend/src/views/CRUD/hooks.ts +++ b/superset-frontend/src/views/CRUD/hooks.ts @@ -674,9 +674,7 @@ export const copyQueryLink = ( addSuccessToast: (arg0: string) => void, ) => { copyTextToClipboard(() => - Promise.resolve( - `${window.location.origin}/superset/sqllab?savedQueryId=${id}`, - ), + Promise.resolve(`${window.location.origin}/sqllab?savedQueryId=${id}`), ) .then(() => { addSuccessToast(t('Link Copied!')); diff --git a/superset-frontend/src/views/routes.tsx b/superset-frontend/src/views/routes.tsx index 197284d3acb6a..2e5b987e2e230 100644 --- a/superset-frontend/src/views/routes.tsx +++ b/superset-frontend/src/views/routes.tsx @@ -104,6 +104,10 @@ const SavedQueryList = lazy( import(/* webpackChunkName: "SavedQueryList" */ 'src/pages/SavedQueryList'), ); +const SqlLab = lazy( + () => import(/* webpackChunkName: "SqlLab" */ 'src/pages/SqlLab'), +); + const AllEntities = lazy( () => import(/* webpackChunkName: "AllEntities" */ 'src/pages/AllEntities'), ); @@ -176,7 +180,7 @@ export const routes: Routes = [ Component: AnnotationList, }, { - path: '/superset/sqllab/history/', + path: '/sqllab/history/', Component: QueryHistoryList, }, { @@ -225,6 +229,10 @@ export const routes: Routes = [ path: '/profile', Component: Profile, }, + { + path: '/sqllab/', + Component: SqlLab, + }, ]; if (isFeatureEnabled(FeatureFlag.TAGGING_SYSTEM)) { diff --git a/superset-frontend/webpack.config.js b/superset-frontend/webpack.config.js index 7bad2ea875393..dea99be2cffe4 100644 --- a/superset-frontend/webpack.config.js +++ b/superset-frontend/webpack.config.js @@ -211,7 +211,6 @@ const config = { menu: addPreamble('src/views/menu.tsx'), spa: addPreamble('/src/views/index.tsx'), embedded: addPreamble('/src/embedded/index.tsx'), - sqllab: addPreamble('/src/SqlLab/index.tsx'), }, output, stats: 'minimal', diff --git a/superset/initialization/__init__.py b/superset/initialization/__init__.py index 1cab4b1bf501c..e84689994a003 100644 --- a/superset/initialization/__init__.py +++ b/superset/initialization/__init__.py @@ -192,6 +192,7 @@ def init_views(self) -> None: TableSchemaView, TabStateView, ) + from superset.views.sqllab import SqllabView from superset.views.tags import TagModelView, TagView from superset.views.users.api import CurrentUserRestApi @@ -316,6 +317,7 @@ def init_views(self) -> None: appbuilder.add_view_no_menu(SavedQueryViewApi) appbuilder.add_view_no_menu(SliceAsync) appbuilder.add_view_no_menu(SqlLab) + appbuilder.add_view_no_menu(SqllabView) appbuilder.add_view_no_menu(SqlMetricInlineView) appbuilder.add_view_no_menu(Superset) appbuilder.add_view_no_menu(TableColumnInlineView) @@ -347,7 +349,7 @@ def init_views(self) -> None: appbuilder.add_link( "SQL Editor", label=__("SQL Lab"), - href="/superset/sqllab/", + href="/sqllab/", category_icon="fa-flask", icon="fa-flask", category="SQL Lab", @@ -364,7 +366,7 @@ def init_views(self) -> None: appbuilder.add_link( "Query Search", label=__("Query History"), - href="/superset/sqllab/history/", + href="/sqllab/history/", icon="fa-search", category_icon="fa-flask", category="SQL Lab", diff --git a/superset/jinja_context.py b/superset/jinja_context.py index 89f9c8ddccaa0..71ebf0d29a46e 100644 --- a/superset/jinja_context.py +++ b/superset/jinja_context.py @@ -157,7 +157,7 @@ def url_param( When in SQL Lab, it's possible to add arbitrary URL "query string" parameters, and use those in your SQL code. For instance you can alter your url and add - `?foo=bar`, as in `{domain}/superset/sqllab?foo=bar`. Then if your query is + `?foo=bar`, as in `{domain}/sqllab?foo=bar`. Then if your query is something like SELECT * FROM foo = '{{ url_param('foo') }}', it will be parsed at runtime and replaced by the value in the URL. diff --git a/superset/models/core.py b/superset/models/core.py index 332e5bb513f31..f6e4b972b48db 100755 --- a/superset/models/core.py +++ b/superset/models/core.py @@ -492,7 +492,7 @@ def _get_sqla_engine( source = utils.QuerySource.DASHBOARD elif "/explore/" in request.referrer: source = utils.QuerySource.CHART - elif "/superset/sqllab" in request.referrer: + elif "/sqllab/" in request.referrer: source = utils.QuerySource.SQL_LAB sqlalchemy_url, params = DB_CONNECTION_MUTATOR( diff --git a/superset/models/sql_lab.py b/superset/models/sql_lab.py index ffd19fb0e4903..7e63e984df0bc 100644 --- a/superset/models/sql_lab.py +++ b/superset/models/sql_lab.py @@ -408,7 +408,7 @@ def to_dict(self) -> dict[str, Any]: def pop_tab_link(self) -> Markup: return Markup( f""" - + """ @@ -423,7 +423,7 @@ def sqlalchemy_uri(self) -> URL: return self.database.sqlalchemy_uri def url(self) -> str: - return f"/superset/sqllab?savedQueryId={self.id}" + return f"/sqllab?savedQueryId={self.id}" @property def sql_tables(self) -> list[Table]: diff --git a/superset/sqllab/api.py b/superset/sqllab/api.py index d085174b5fc11..b3363e2e9a674 100644 --- a/superset/sqllab/api.py +++ b/superset/sqllab/api.py @@ -25,6 +25,7 @@ from marshmallow import ValidationError from superset import app, is_feature_enabled +from superset.constants import MODEL_API_RW_METHOD_PERMISSION_MAP from superset.daos.database import DatabaseDAO from superset.daos.query import QueryDAO from superset.extensions import event_logger @@ -67,6 +68,7 @@ class SqlLabRestApi(BaseSupersetApi): + method_permission_name = MODEL_API_RW_METHOD_PERMISSION_MAP datamodel = SQLAInterface(Query) resource_name = "sqllab" diff --git a/superset/views/core.py b/superset/views/core.py index e67a255da2850..95636de6ad799 100755 --- a/superset/views/core.py +++ b/superset/views/core.py @@ -72,7 +72,6 @@ from superset.models.slice import Slice from superset.models.sql_lab import Query from superset.models.user_attributes import UserAttribute -from superset.sqllab.utils import bootstrap_sqllab_data from superset.superset_typing import FlaskResponse from superset.utils import core as utils from superset.utils.cache import etag_cache @@ -982,28 +981,18 @@ def profile(self) -> FlaskResponse: "POST", ), ) + @deprecated(new_target="/sqllab") def sqllab(self) -> FlaskResponse: """SQL Editor""" - payload = { - "common": common_bootstrap_payload(g.user), - **bootstrap_sqllab_data(get_user_id()), - } - - if form_data := request.form.get("form_data"): - with contextlib.suppress(json.JSONDecodeError): - payload["requested_query"] = json.loads(form_data) - payload["user"] = bootstrap_user_data(g.user, include_perms=True) - bootstrap_data = json.dumps( - payload, default=utils.pessimistic_json_iso_dttm_ser - ) - - return self.render_template( - "superset/basic.html", entry="sqllab", bootstrap_data=bootstrap_data - ) + url = "/sqllab" + if url_params := request.args: + params = parse.urlencode(url_params) + url = f"{url}?{params}" + return redirect(url) @has_access @event_logger.log_this @expose("/sqllab/history/", methods=("GET",)) - @event_logger.log_this + @deprecated(new_target="/sqllab/history") def sqllab_history(self) -> FlaskResponse: - return super().render_app_template() + return redirect("/sqllab/history") diff --git a/superset/views/sqllab.py b/superset/views/sqllab.py new file mode 100644 index 0000000000000..708716511f9f1 --- /dev/null +++ b/superset/views/sqllab.py @@ -0,0 +1,46 @@ +# Licensed to the Apache Software Foundation (ASF) under one +# or more contributor license agreements. See the NOTICE file +# distributed with this work for additional information +# regarding copyright ownership. The ASF licenses this file +# to you under the Apache License, Version 2.0 (the +# "License"); you may not use this file except in compliance +# with the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, +# software distributed under the License is distributed on an +# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +# KIND, either express or implied. See the License for the +# specific language governing permissions and limitations +# under the License. +from flask_appbuilder import permission_name +from flask_appbuilder.api import expose +from flask_appbuilder.security.decorators import has_access + +from superset import event_logger +from superset.constants import MODEL_API_RW_METHOD_PERMISSION_MAP +from superset.superset_typing import FlaskResponse + +from .base import BaseSupersetView + + +class SqllabView(BaseSupersetView): + route_base = "/sqllab" + class_permission_name = "SQLLab" + + method_permission_name = MODEL_API_RW_METHOD_PERMISSION_MAP + + @expose("/") + @has_access + @permission_name("read") + @event_logger.log_this + def root(self) -> FlaskResponse: + return self.render_app_template() + + @expose("/history/", methods=("GET",)) + @has_access + @permission_name("read") + @event_logger.log_this + def history(self) -> FlaskResponse: + return self.render_app_template() diff --git a/tests/integration_tests/core_tests.py b/tests/integration_tests/core_tests.py index 5f379e2c4755d..6d06e46fa30fa 100644 --- a/tests/integration_tests/core_tests.py +++ b/tests/integration_tests/core_tests.py @@ -49,7 +49,6 @@ from superset.models.slice import Slice from superset.models.sql_lab import Query from superset.result_set import SupersetResultSet -from superset.sqllab.utils import bootstrap_sqllab_data from superset.utils import core as utils from superset.utils.core import backend from superset.utils.database import get_example_database @@ -956,7 +955,6 @@ def test_feature_flag_serialization(self): dash_id = db.session.query(Dashboard.id).first()[0] tbl_id = self.table_ids.get("wb_health_population") urls = [ - "/superset/sqllab", "/superset/welcome", f"/superset/dashboard/{dash_id}/", "/superset/profile/", @@ -1161,6 +1159,25 @@ def test_redirect_new_profile(self): resp = self.client.get("/superset/profile/") assert resp.status_code == 302 + def test_redirect_new_sqllab(self): + self.login(username="admin") + resp = self.client.get( + "/superset/sqllab?savedQueryId=1&testParams=2", + follow_redirects=True, + ) + assert resp.request.path == "/sqllab/" + assert ( + resp.request.query_string.decode("utf-8") == "savedQueryId=1&testParams=2" + ) + + resp = self.client.post("/superset/sqllab/") + assert resp.status_code == 302 + + def test_redirect_new_sqllab_history(self): + self.login(username="admin") + resp = self.client.get("/superset/sqllab/history/") + assert resp.status_code == 302 + if __name__ == "__main__": unittest.main() diff --git a/tests/integration_tests/sqllab_tests.py b/tests/integration_tests/sqllab_tests.py index fbab4d98d25ec..3b8941e55611c 100644 --- a/tests/integration_tests/sqllab_tests.py +++ b/tests/integration_tests/sqllab_tests.py @@ -259,7 +259,7 @@ def test_sql_json_has_access(self): def test_sqllab_has_access(self): for username in ("admin", "gamma_sqllab"): self.login(username) - for endpoint in ("/superset/sqllab/", "/superset/sqllab/history/"): + for endpoint in ("/sqllab/", "/sqllab/history/"): resp = self.client.get(endpoint) self.assertEqual(200, resp.status_code) @@ -267,7 +267,7 @@ def test_sqllab_has_access(self): def test_sqllab_no_access(self): self.login("gamma") - for endpoint in ("/superset/sqllab/", "/superset/sqllab/history/"): + for endpoint in ("/sqllab/", "/sqllab/history/"): resp = self.client.get(endpoint) # Redirects to the main page self.assertEqual(302, resp.status_code) From 1fb2c62c028394c7236e142295fca2595c1de020 Mon Sep 17 00:00:00 2001 From: "Hugh A. Miles II" Date: Wed, 4 Oct 2023 15:51:55 -0400 Subject: [PATCH 088/105] chore(tags): don't allow users to create new tags from property dropdowns (#25507) --- .../src/dashboard/components/PropertiesModal/index.tsx | 1 - .../src/explore/components/PropertiesModal/index.tsx | 1 - 2 files changed, 2 deletions(-) diff --git a/superset-frontend/src/dashboard/components/PropertiesModal/index.tsx b/superset-frontend/src/dashboard/components/PropertiesModal/index.tsx index 3bc67bc6e80ce..92d34a4faa5b8 100644 --- a/superset-frontend/src/dashboard/components/PropertiesModal/index.tsx +++ b/superset-frontend/src/dashboard/components/PropertiesModal/index.tsx @@ -741,7 +741,6 @@ const PropertiesModal = ({ Date: Wed, 4 Oct 2023 23:30:56 +0300 Subject: [PATCH 089/105] fix: tags permissions error message (#25516) --- superset-frontend/src/components/Tags/utils.tsx | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/superset-frontend/src/components/Tags/utils.tsx b/superset-frontend/src/components/Tags/utils.tsx index 690a9b44066d0..48bd979046d5b 100644 --- a/superset-frontend/src/components/Tags/utils.tsx +++ b/superset-frontend/src/components/Tags/utils.tsx @@ -66,7 +66,7 @@ export const loadTags = async ( const getErrorMessage = ({ error, message }: ClientErrorObject) => { let errorText = message || error || t('An error has occurred'); if (message === 'Forbidden') { - errorText = t('You do not have permission to edit this dashboard'); + errorText = t('You do not have permission to read tags'); } return errorText; }; From c81c60c91fbcb09dd63c05f050e18ee09ceebfd6 Mon Sep 17 00:00:00 2001 From: Mayur Date: Thu, 5 Oct 2023 16:28:46 +0530 Subject: [PATCH 090/105] feat: Adds the ECharts Bubble chart (#22107) Co-authored-by: Michael S. Molina --- .../plugin-chart-echarts/Bubble/Stories.tsx | 128 ++++++++ .../plugin-chart-echarts/Bubble/data.ts | 80 +++++ .../src/Bubble/index.js | 9 +- .../src/Bubble/EchartsBubble.tsx | 33 ++ .../src/Bubble/buildQuery.ts | 40 +++ .../src/Bubble/constants.ts | 35 +++ .../src/Bubble/controlPanel.tsx | 287 ++++++++++++++++++ .../src/Bubble/images/example1.png | Bin 0 -> 134620 bytes .../src/Bubble/images/example2.png | Bin 0 -> 107431 bytes .../src/Bubble/images/thumbnail.png | Bin 0 -> 114350 bytes .../plugin-chart-echarts/src/Bubble/index.ts | 60 ++++ .../src/Bubble/transformProps.ts | 229 ++++++++++++++ .../plugin-chart-echarts/src/Bubble/types.ts | 57 ++++ .../plugins/plugin-chart-echarts/src/index.ts | 2 + .../test/Bubble/buildQuery.test.ts | 93 ++++++ .../test/Bubble/transformProps.test.ts | 160 ++++++++++ .../VizTypeControl/VizTypeGallery.tsx | 1 + .../src/visualizations/presets/MainPreset.js | 2 + 18 files changed, 1214 insertions(+), 2 deletions(-) create mode 100644 superset-frontend/packages/superset-ui-demo/storybook/stories/plugins/plugin-chart-echarts/Bubble/Stories.tsx create mode 100644 superset-frontend/packages/superset-ui-demo/storybook/stories/plugins/plugin-chart-echarts/Bubble/data.ts create mode 100644 superset-frontend/plugins/plugin-chart-echarts/src/Bubble/EchartsBubble.tsx create mode 100644 superset-frontend/plugins/plugin-chart-echarts/src/Bubble/buildQuery.ts create mode 100644 superset-frontend/plugins/plugin-chart-echarts/src/Bubble/constants.ts create mode 100644 superset-frontend/plugins/plugin-chart-echarts/src/Bubble/controlPanel.tsx create mode 100644 superset-frontend/plugins/plugin-chart-echarts/src/Bubble/images/example1.png create mode 100644 superset-frontend/plugins/plugin-chart-echarts/src/Bubble/images/example2.png create mode 100644 superset-frontend/plugins/plugin-chart-echarts/src/Bubble/images/thumbnail.png create mode 100644 superset-frontend/plugins/plugin-chart-echarts/src/Bubble/index.ts create mode 100644 superset-frontend/plugins/plugin-chart-echarts/src/Bubble/transformProps.ts create mode 100644 superset-frontend/plugins/plugin-chart-echarts/src/Bubble/types.ts create mode 100644 superset-frontend/plugins/plugin-chart-echarts/test/Bubble/buildQuery.test.ts create mode 100644 superset-frontend/plugins/plugin-chart-echarts/test/Bubble/transformProps.test.ts diff --git a/superset-frontend/packages/superset-ui-demo/storybook/stories/plugins/plugin-chart-echarts/Bubble/Stories.tsx b/superset-frontend/packages/superset-ui-demo/storybook/stories/plugins/plugin-chart-echarts/Bubble/Stories.tsx new file mode 100644 index 0000000000000..b4731ee226542 --- /dev/null +++ b/superset-frontend/packages/superset-ui-demo/storybook/stories/plugins/plugin-chart-echarts/Bubble/Stories.tsx @@ -0,0 +1,128 @@ +/** + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, + * software distributed under the License is distributed on an + * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY + * KIND, either express or implied. See the License for the + * specific language governing permissions and limitations + * under the License. + */ +import React from 'react'; +import { SuperChart, getChartTransformPropsRegistry } from '@superset-ui/core'; +import { + boolean, + number, + select, + text, + withKnobs, +} from '@storybook/addon-knobs'; +import { + EchartsBubbleChartPlugin, + BubbleTransformProps, +} from '@superset-ui/plugin-chart-echarts'; +import { simpleBubbleData } from './data'; +import { withResizableChartDemo } from '../../../../shared/components/ResizableChartDemo'; + +new EchartsBubbleChartPlugin().configure({ key: 'bubble_v2' }).register(); + +getChartTransformPropsRegistry().registerValue( + 'bubble_v2', + BubbleTransformProps, +); + +export default { + title: 'Chart Plugins/plugin-chart-echarts/Bubble', + decorators: [withKnobs, withResizableChartDemo], +}; + +export const SimpleBubble = ({ width, height }) => ( + +); diff --git a/superset-frontend/packages/superset-ui-demo/storybook/stories/plugins/plugin-chart-echarts/Bubble/data.ts b/superset-frontend/packages/superset-ui-demo/storybook/stories/plugins/plugin-chart-echarts/Bubble/data.ts new file mode 100644 index 0000000000000..c434e33e9400a --- /dev/null +++ b/superset-frontend/packages/superset-ui-demo/storybook/stories/plugins/plugin-chart-echarts/Bubble/data.ts @@ -0,0 +1,80 @@ +/** + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, + * software distributed under the License is distributed on an + * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY + * KIND, either express or implied. See the License for the + * specific language governing permissions and limitations + * under the License. + */ +export const simpleBubbleData = [ + { + customer_name: 'AV Stores, Co.', + count: 51, + 'SUM(price_each)': 3975.33, + 'SUM(sales)': 157807.80999999997, + }, + { + customer_name: 'Alpha Cognac', + count: 20, + 'SUM(price_each)': 1701.95, + 'SUM(sales)': 70488.44, + }, + { + customer_name: 'Amica Models & Co.', + count: 26, + 'SUM(price_each)': 2218.41, + 'SUM(sales)': 94117.26000000002, + }, + { + customer_name: "Anna's Decorations, Ltd", + count: 46, + 'SUM(price_each)': 3843.67, + 'SUM(sales)': 153996.13000000003, + }, + { + customer_name: 'Atelier graphique', + count: 7, + 'SUM(price_each)': 558.4300000000001, + 'SUM(sales)': 24179.96, + }, + { + customer_name: 'Australian Collectables, Ltd', + count: 23, + 'SUM(price_each)': 1809.7099999999998, + 'SUM(sales)': 64591.46000000001, + }, + { + customer_name: 'Australian Collectors, Co.', + count: 55, + 'SUM(price_each)': 4714.479999999999, + 'SUM(sales)': 200995.40999999997, + }, + { + customer_name: 'Australian Gift Network, Co', + count: 15, + 'SUM(price_each)': 1271.05, + 'SUM(sales)': 59469.11999999999, + }, + { + customer_name: 'Auto Assoc. & Cie.', + count: 18, + 'SUM(price_each)': 1484.8600000000001, + 'SUM(sales)': 64834.32000000001, + }, + { + customer_name: 'Auto Canal Petit', + count: 27, + 'SUM(price_each)': 2188.82, + 'SUM(sales)': 93170.65999999999, + }, +]; diff --git a/superset-frontend/plugins/legacy-preset-chart-nvd3/src/Bubble/index.js b/superset-frontend/plugins/legacy-preset-chart-nvd3/src/Bubble/index.js index 4b5a032ee6540..c2916c7a42997 100644 --- a/superset-frontend/plugins/legacy-preset-chart-nvd3/src/Bubble/index.js +++ b/superset-frontend/plugins/legacy-preset-chart-nvd3/src/Bubble/index.js @@ -16,7 +16,7 @@ * specific language governing permissions and limitations * under the License. */ -import { t, ChartMetadata, ChartPlugin } from '@superset-ui/core'; +import { t, ChartMetadata, ChartPlugin, ChartLabel } from '@superset-ui/core'; import transformProps from '../transformProps'; import example from './images/example.jpg'; import thumbnail from './images/thumbnail.png'; @@ -29,7 +29,8 @@ const metadata = new ChartMetadata({ 'Visualizes a metric across three dimensions of data in a single chart (X axis, Y axis, and bubble size). Bubbles from the same group can be showcased using bubble color.', ), exampleGallery: [{ url: example }], - name: t('Bubble Chart'), + label: ChartLabel.DEPRECATED, + name: t('Bubble Chart (legacy)'), tags: [ t('Multi-Dimensions'), t('Aesthetic'), @@ -39,11 +40,15 @@ const metadata = new ChartMetadata({ t('Time'), t('Trend'), t('nvd3'), + t('Deprecated'), ], thumbnail, useLegacyApi: true, }); +/** + * @deprecated in version 4.0. + */ export default class BubbleChartPlugin extends ChartPlugin { constructor() { super({ diff --git a/superset-frontend/plugins/plugin-chart-echarts/src/Bubble/EchartsBubble.tsx b/superset-frontend/plugins/plugin-chart-echarts/src/Bubble/EchartsBubble.tsx new file mode 100644 index 0000000000000..1d64b25161fd5 --- /dev/null +++ b/superset-frontend/plugins/plugin-chart-echarts/src/Bubble/EchartsBubble.tsx @@ -0,0 +1,33 @@ +/** + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, + * software distributed under the License is distributed on an + * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY + * KIND, either express or implied. See the License for the + * specific language governing permissions and limitations + * under the License. + */ +import React from 'react'; +import { BubbleChartTransformedProps } from './types'; +import Echart from '../components/Echart'; + +export default function EchartsBubble(props: BubbleChartTransformedProps) { + const { height, width, echartOptions, refs } = props; + return ( + + ); +} diff --git a/superset-frontend/plugins/plugin-chart-echarts/src/Bubble/buildQuery.ts b/superset-frontend/plugins/plugin-chart-echarts/src/Bubble/buildQuery.ts new file mode 100644 index 0000000000000..31cdc0d9f60cb --- /dev/null +++ b/superset-frontend/plugins/plugin-chart-echarts/src/Bubble/buildQuery.ts @@ -0,0 +1,40 @@ +/** + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, + * software distributed under the License is distributed on an + * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY + * KIND, either express or implied. See the License for the + * specific language governing permissions and limitations + * under the License. + */ +import { + buildQueryContext, + ensureIsArray, + QueryFormData, +} from '@superset-ui/core'; + +export default function buildQuery(formData: QueryFormData) { + const columns = [ + ...ensureIsArray(formData.entity), + ...ensureIsArray(formData.series), + ]; + + return buildQueryContext(formData, baseQueryObject => [ + { + ...baseQueryObject, + columns, + orderby: baseQueryObject.orderby + ? [[baseQueryObject.orderby[0], !baseQueryObject.order_desc]] + : undefined, + }, + ]); +} diff --git a/superset-frontend/plugins/plugin-chart-echarts/src/Bubble/constants.ts b/superset-frontend/plugins/plugin-chart-echarts/src/Bubble/constants.ts new file mode 100644 index 0000000000000..0f9bc0f3054b4 --- /dev/null +++ b/superset-frontend/plugins/plugin-chart-echarts/src/Bubble/constants.ts @@ -0,0 +1,35 @@ +/** + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, + * software distributed under the License is distributed on an + * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY + * KIND, either express or implied. See the License for the + * specific language governing permissions and limitations + * under the License. + */ +import { DEFAULT_LEGEND_FORM_DATA } from '../constants'; +import { EchartsBubbleFormData } from './types'; + +export const DEFAULT_FORM_DATA: Partial = { + ...DEFAULT_LEGEND_FORM_DATA, + emitFilter: false, + logXAis: false, + logYAxis: false, + xAxisTitleMargin: 30, + yAxisTitleMargin: 30, + truncateYAxis: false, + yAxisBounds: [null, null], + xAxisLabelRotation: 0, + opacity: 0.6, +}; + +export const MINIMUM_BUBBLE_SIZE = 5; diff --git a/superset-frontend/plugins/plugin-chart-echarts/src/Bubble/controlPanel.tsx b/superset-frontend/plugins/plugin-chart-echarts/src/Bubble/controlPanel.tsx new file mode 100644 index 0000000000000..53fba5de2b32e --- /dev/null +++ b/superset-frontend/plugins/plugin-chart-echarts/src/Bubble/controlPanel.tsx @@ -0,0 +1,287 @@ +/** + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, + * software distributed under the License is distributed on an + * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY + * KIND, either express or implied. See the License for the + * specific language governing permissions and limitations + * under the License. + */ +import { t } from '@superset-ui/core'; +import { + ControlPanelConfig, + formatSelectOptions, + sections, + ControlPanelsContainerProps, + sharedControls, +} from '@superset-ui/chart-controls'; + +import { DEFAULT_FORM_DATA } from './constants'; +import { legendSection } from '../controls'; + +const { logAxis, truncateYAxis, yAxisBounds, xAxisLabelRotation, opacity } = + DEFAULT_FORM_DATA; + +const config: ControlPanelConfig = { + controlPanelSections: [ + { + label: t('Query'), + expanded: true, + controlSetRows: [ + ['series'], + ['entity'], + ['x'], + ['y'], + ['adhoc_filters'], + ['size'], + ['orderby'], + [ + { + name: 'order_desc', + config: { + ...sharedControls.order_desc, + visibility: ({ controls }) => Boolean(controls.orderby.value), + }, + }, + ], + ['row_limit'], + ], + }, + { + label: t('Chart Options'), + expanded: true, + tabOverride: 'customize', + controlSetRows: [ + ['color_scheme'], + ...legendSection, + [ + { + name: 'max_bubble_size', + config: { + type: 'SelectControl', + renderTrigger: true, + freeForm: true, + label: t('Max Bubble Size'), + default: '25', + choices: formatSelectOptions([ + '5', + '10', + '15', + '25', + '50', + '75', + '100', + ]), + }, + }, + ], + [ + { + name: 'tooltipSizeFormat', + config: { + ...sharedControls.y_axis_format, + label: t('Bubble size number format'), + }, + }, + ], + [ + { + name: 'opacity', + config: { + type: 'SliderControl', + label: t('Bubble Opacity'), + renderTrigger: true, + min: 0, + max: 1, + step: 0.1, + default: opacity, + description: t( + 'Opacity of bubbles, 0 means completely transparent, 1 means opaque', + ), + }, + }, + ], + ], + }, + { + label: t('X Axis'), + expanded: true, + controlSetRows: [ + [ + { + name: 'x_axis_label', + config: { + type: 'TextControl', + label: t('X Axis Title'), + renderTrigger: true, + default: '', + }, + }, + ], + [ + { + name: 'xAxisLabelRotation', + config: { + type: 'SelectControl', + freeForm: true, + clearable: false, + label: t('Rotate x axis label'), + choices: [ + [0, '0°'], + [45, '45°'], + ], + default: xAxisLabelRotation, + renderTrigger: true, + description: t( + 'Input field supports custom rotation. e.g. 30 for 30°', + ), + }, + }, + ], + [ + { + name: 'x_axis_title_margin', + config: { + type: 'SelectControl', + freeForm: true, + clearable: true, + label: t('X AXIS TITLE MARGIN'), + renderTrigger: true, + default: sections.TITLE_MARGIN_OPTIONS[1], + choices: formatSelectOptions(sections.TITLE_MARGIN_OPTIONS), + }, + }, + ], + [ + { + name: 'xAxisFormat', + config: { + ...sharedControls.y_axis_format, + label: t('X Axis Format'), + }, + }, + ], + [ + { + name: 'logXAxis', + config: { + type: 'CheckboxControl', + label: t('Logarithmic x-axis'), + renderTrigger: true, + default: logAxis, + description: t('Logarithmic x-axis'), + }, + }, + ], + ], + }, + { + label: t('Y Axis'), + expanded: true, + controlSetRows: [ + [ + { + name: 'y_axis_label', + config: { + type: 'TextControl', + label: t('Y Axis Title'), + renderTrigger: true, + default: '', + }, + }, + ], + [ + { + name: 'yAxisLabelRotation', + config: { + type: 'SelectControl', + freeForm: true, + clearable: false, + label: t('Rotate y axis label'), + choices: [ + [0, '0°'], + [45, '45°'], + ], + default: xAxisLabelRotation, + renderTrigger: true, + description: t( + 'Input field supports custom rotation. e.g. 30 for 30°', + ), + }, + }, + ], + [ + { + name: 'y_axis_title_margin', + config: { + type: 'SelectControl', + freeForm: true, + clearable: true, + label: t('Y AXIS TITLE MARGIN'), + renderTrigger: true, + default: sections.TITLE_MARGIN_OPTIONS[1], + choices: formatSelectOptions(sections.TITLE_MARGIN_OPTIONS), + }, + }, + ], + ['y_axis_format'], + [ + { + name: 'logYAxis', + config: { + type: 'CheckboxControl', + label: t('Logarithmic y-axis'), + renderTrigger: true, + default: logAxis, + description: t('Logarithmic y-axis'), + }, + }, + ], + [ + { + name: 'truncateYAxis', + config: { + type: 'CheckboxControl', + label: t('Truncate Y Axis'), + default: truncateYAxis, + renderTrigger: true, + description: t( + 'Truncate Y Axis. Can be overridden by specifying a min or max bound.', + ), + }, + }, + ], + [ + { + name: 'y_axis_bounds', + config: { + type: 'BoundsControl', + label: t('Y Axis Bounds'), + renderTrigger: true, + default: yAxisBounds, + description: t( + 'Bounds for the Y-axis. When left empty, the bounds are ' + + 'dynamically defined based on the min/max of the data. Note that ' + + "this feature will only expand the axis range. It won't " + + "narrow the data's extent.", + ), + visibility: ({ controls }: ControlPanelsContainerProps) => + Boolean(controls?.truncateYAxis?.value), + }, + }, + ], + ], + }, + ], +}; + +export default config; diff --git a/superset-frontend/plugins/plugin-chart-echarts/src/Bubble/images/example1.png b/superset-frontend/plugins/plugin-chart-echarts/src/Bubble/images/example1.png new file mode 100644 index 0000000000000000000000000000000000000000..5fdbdbd1c8e5b6d4747b64c51be3a3f353700a3b GIT binary patch literal 134620 zcmd>l1zTLPw&>u4ySux)`yj=k6p9rnR@}9?JH_3tMGHlW!yujFP~6?!^-a$?_uTXD zegEL?@7pAkWM%Cn%U6ifP*XrhAwdBE0O(4Ja#{cYycG1+1tLOQM4bkI0RSjpZDeIN zlw@V8G+Z1lZR{)n0L7@(bR-S!eS*O*-ziddYFI59ba@|CD*8|Ysr|P)GB{KzSa8xk z@oY6~?=`S{qB-R83{k0Kq9e@=@bHf~hG>eaVh~7KPGM!8Zby6_S2BfN{e^{BUqx4Q zA4hUf0rF9dNhLkXfRdPolETis*u4xrLql{?d$6|X4KG3KS05UP+a)TC$~^_nwMbCBukjUg@mo^bW0_M7IM=pJR7WaU)&tN z{yy9su3y$%`nVJj=?p|b-teYUGJuLVQH(Y_KXflq9IFWjRn9Dw9@th|ZUw}W2(RPT z3fUUMeW(gOb^G#CmPs|cb^c{b%sox1&o_#P-lje0_0svt@r`=2>Zxg{kg)y%VYD3n zR_5}X5ny72kg5MTUkrTmb#e~dWlV;pKLevj7J^tU;C`X;K4>b3>0%w?{=H>=if#A` zBiqsjRN+@E#~dL(BDO!=`F$GbEulY@dbrCFp`hy8#N_hAXH^!CFg)$F83qDFB-ZmP7+-L5h+H&h-NvSs>~eV5OT9KFA3RjsQkN z5piE}_e~E<9RXe-O&!7!z~Td?5b$e{rV|-oFo6?=A?$3o>Nq+@urU|FI2ikkB32qJ zG=vEYUn|0mN_GhCdyrlt=@vSIOrZuE9wxoCnId9!;Ec4q2Dc6(dElo4lY*&n?>&@h zgyo2b0_r{VD`HU3#|%W<9#9?qaPYhnfDD5(GhG`DBp$Z=Zas!@rAajq7nVKnw z*-vh`j9Wdnw0H|M@_PR{B0CfhVGmjl%qEJ(=;PiSa|LIi9FbA9-DuR_b0_^4*d>l7 z>?PqP_9egxZC>bX&*IwWvwAOX2~3k<$ymvlt}se)0(J^89NtO>OIm7(+Kz#Yh7Z>P z3lV58XF-#^r;Nr}hBb@xCdwTg16BYx)8Qy3Y{{WeM=9DWmX?^8{4SB0Wc-dYpE686 zm}Ie~y2awcdM|O$9wx(GKqLIOd6;6fA-z6OWEzLPGfdtYc+D7~K6%PJpS zR7hjsoMcvG7PW!gPa55)3{Ou>ACIGMld9D^X;a#!Tny2%u-&HGcH54FM5NX-Nxti; zB&ziK2GqHDi}BS^W52wp;z0)^RozHIT&_cryuj2(g(N*qhP8;i)O`}9^H%3rhxToH zW!kqq&EwMIJ&+rRcwA?uf6j{RtJoV`0^c;JnQ(pg28WS{0s(^&S=9>N3fKpys z!jtN}ubpo@G@t7c-}mXz%9&RV7{|qs^flNt7+GFg5speoJO(jT*?cAb+G==Nu;V_W z$!^bX!X7olQH}b(Z^6wT^BC{=c){vNgj*mAe{RE;tqG4V=Qw`g*?!*s6JSqZ9Hgl$T zJ&`te7L6+v6MMqialb5fcx*EhVwnd{2HwQ7#-3(;P}O6oWbjpS$m%V-Df?BnT_!mE zfftE4X`Z5?MmR%Q%@yp*va`g`nB6eaFk(CM$hJoiMBq&jM^MX#&SuWu{N6*)zu|kc za)Zdn>+$#f3#%eyKj$Cf;wsTs%a(TH+52Y(J$~3HAKQxZiWV*#xB1@aJbK?89xons zi3o`(k{^(TlcAGsl6#7-SWM{kRK->ORwH6mFaM*)u9lxep3{(%Ao{v(cJk%GWp4Z4 zaK~_cN!Inz=-SY`2FcKOnaJVX;c?k#*?rmj1ph=`{7M|2B9$V<4%Y+a5%`!|o?1SA znX-!%&uc|r{s(n?`|$1FpZ)3$@^zz~XRyK;_Aau|47Bn=cb%3Beza_q26U?)T+ zL`#yrh7p3lt;I1o;d(H}o(VtYKBdEA_IUIpj=$AoBU5oxWmEIZ+sbNWw_%zWZ>96r z17oK~8JFLc9=*9wBuROnDw0Q#s+%9Lo}eztu8UnBy~x|hn`YsrG)#x^Wrcq9jRzZX z5~3n2Z{cuQrm8;QN3Ne7ylKx=hrd03bBw*T@VV?qSwMb+f7k40?AQ$v4`2U!_7?UL z4)9(?S;n`0cUAqdR;&)?eQMoT`yVd{Pk-QS{bqG)>1$Mt9u4x|8auDFxoaL~UH-V3 z-MW2Udz7^gk_l>DJMl@se)N}nWqPQ04LJ@sBJIRSL8&Fs$4|xkJU_JRb%%>q6A{!NlBl~EZ1Cir^ zpVjlF_tUimUAjN^no{yL#T)L~&h1|2&s|%0K?d~IeY?q{x6SMhzFyQ1y}37uH={8y zgq$W9t!{-O%g!g?54Y1;N8hQLSQy#2?>JSj|9rmI?wWt~_&QbCupYh{SC*|NnBBJH zk=wEDfB0lyyO@6BbZU5*x4QfXcf$45VQG2AH`sUVw0t?>nd-4;u8%)~D*=U)Rh+}S z=)PpbGkNvUm)vLU%KO?VfaK=NRI=-Jn=&)Nk9a5mV7j`Cwqssy^14?D`OD zn#7s*Y>ev`uo%p_Mk&DG7chG(Nt>bZ1MW5U6;{d=*soB>DFZcLqb>B5ELBwjEYLa- z01ra~K!Da@psxfB>A&kB7$yMRKiXjdfCw7^{J+MiLCe2SBJ}+W^Uo6QOE>@t`U?m8 zdKJL_*JyaD0=R$Ib)kI#X>D00C1|N_?qXr#;A-vY7Bsnq4Q)VnQq*?^00`*+zA#E! zbZ5}{=WKNJ-1JmcM9dxSIZQt~nptpo**pE62O#Dp0h|Y4lVzsAL^oET{xHxH!0IBv7cRsKi`8T8e1Nf&K*!{UuIg?dIkr z!pZ6B>B-^A%i-u^#mOx!EX>Kp!^y+L4jsYn>h0iW>c#HhO8d`A{%amN3s-X&8z(m# zM+d6E^O~ADy1R+f(ELU8@8_T2Y2jt_-`wvhqA))^S{g1By3HsL6!bR569*WdW z;=d2y_`7b~*&cAE_kG=TkM*pJ~y3-OUVx0dzH3^jHx`S2dL6X_Xsp~*XD4G3z zU|FGmnEqKp>o81qGMgXz0RSn0lAN@T7tB#E(h~h!?^jH=Hq=GWc^RvHMNXPXstP@9 zz8ea#TpTElxhVjr4P%GeB*%>kBvg&KKlgYcfo5{QTq?Tzi_JbqY6TVL4dk<|BsGB#sUD(6~_%M{eMsOU$bfexDo%W{vXJQd|;u7PR%$q{`Y)P zH0J;7)1dhO|3EVx(w+Lwn7F3v<)O}H8&db_&sX+W0lT?z+(4VDvM~JyOZ$7l&kt8l zdxa6N8AZ)oF9+gC`{>gRaR}JoPq&;51&$$6czsx_vg>-jG4SfP9Ec@0J?*%~ zP@wSM>TVi@1i}vKCEbYqkK?D)K!G87AvAK+Y}v`ORj#Luo1BxpnKN(rbj4}(lh4ra zydV8Mq-#)w8im|*$r+s^nNgkMaO&1g0wFQaskPxhN$KyIZ^;1GH_IiTZCdVkvPt#L zQea{GIoggUiK^>1<3$l)R5N)>%h^_aPdiNeqwx)1xW5Lw_9xNtJ*bPFgU|L9B!4ot zF?$*}I~WNaRyB~^n_VGA`EhGm>Ue5sZLJQjA4$U7--x>bjfea$)g1ji2NxwyEXuq>Xe}3f}wI8)GfVJ&4!mu(~;% zGvNOBdRex^rz4N62?arLL?5Q4Ut`}F$F|eX$0jb*1MGe51TQ(SepX}b41p8_Ex@l4 z+8u@ei}Z;iyNx`T@pWsB$!}HzUW1ONx7V5j&WhJ_9eqAqaHNB72PJOm*{6*1ZrgXm zlGQ|*ONh3|(L*0kyCk2^A|%nQ@;`f+-{yL*2tSRiKB;DixPKCiz-%AePB)==xs-fu zFx^d*#Xv64_xG7|9TP`t60Ha_c|Lfzj%sozqu1tPpCROI=Jn^B@gJf%o{Hs^K`Z*e zrSC3AE%sZhlkTK_U*ocS!yhT_3=eM>?MW@w@`!d+Gs$i;`03fm?ybH^;Uh1(92%|9 zET)IHrB@LV3p6oQtvZ=(@-QTTZ-A7WPW`Og zTPZc2e@Ip^Qax-oyq=B{4JA%44{sG6MiEudCM;7Y$&Ox2L%WNB5?K&7tl)~5 zc>y&@y#-d$lluIMu#4rW@q@9~ZMF%ehcQ=ITgZS7=hI^krhlEYM_Fr*_fDqi?Xo9j z`cmBv5dEd4dv9^&rfD(^7@GgB=I2-E4)uVCDOrapRRT_9GKu?N>fxfN?YzImEU5zx z>%A;mKK=Syx6^r|Tb3(eBO_$@GVBB%Z5W^*7q5i(p?CW8M=-*~MEE<&_17Opn{Inz3HP6E$1ykai1Elg~HzL>>TXvR%_m&lUI16c$^g_Gcs^)O?naU=y@*6g% zz%{=4o*uV8Z;&7TLvZDO)HB@oq_w=hZ&32(yzaPZv1!G-+obCvwKg>WX^Rn^HQ<6V z04H8}Cj*8(%~Ob0hp1BKVX^CZ(HXZgtJcX7A+c@N0gZ6!J0F{Vb1PxHuxoDTSUwMP zPK%SV9vA;t=#9~BxxA^Z<^xfP5`4;nu@0}bjqeuJeTez60ZKr9?IIFY$-ih#Z z8pN=(ORm~?$KOX>V;_I<(F{>v-W={~BqTwV&NzM$5~W{VJx0%Q^J=F>074==lgJA; zLSoD2;_JbW^+rZX3ICCuSDK~B ztWEa6ONf1FvHh^vrjkz>zqnmjH!>8!@b`e3k*o9@%FaN6Wjm!&?ExN>p!Rk+&JCb@|FhU^`Q3UYyJNGn7@bDWOCm0r{+$7bJc9j&wH{#f>T@v zArq9UfCGn@Wh+=4|oD z^I8t?H9l4>Zg$K#Fpf%xd=mRTwAZD3O=8UHef{U1Af$*4Fo&tw z8{Nte!8%EP6c)(+^0@liiM=ZJZBX=J0|I&rT>Wz)!_;jZ3^X05TVvcZ*4)Aguqe(HL?eI>ED>4Kta{(I5}tu7XK5dn7* z1Bb4zdJP|k5wOZS{5Cza3FVYjU+0mIMJ%UGH7NhmVEx3LwL7^^5zuEvTHF{pC@>lo z^NQSK&h(7{lby-KWV!&$((3EWZSzy!1!l@jxx{s4oYWvk-wzDYqq>jfUPtDXq+X}j z>77@lM+D99J2zI&{y4@m4c^)-dvr{U^QwzV9JM|M-~DJD8){y}6+6@)Lt%UPNRkUc zccB2Fna0-c_%3Zy5UyOLHKQ2@m0E?|mjiREC#8|dr-d-{H&Yidp)}z zm(Lz%yE;#Wdv$pBkZC%0_-k$08q-+19Q`&)Njvxg?$ZN^jjxIbOL?+~M{7?z8I~F^ z;y>OL6^dJ(kWsX1zt4UNzHK*tGYEygf=`)_(9e zV(hhwrG`(Wd|E^L1^%OFl_6mNUg)&_a=}pkXTEpSD^yS#{53^DAPooqcnYU(n4rhZ zpKm3je2<E5TV+Y5ScB%-Zf*`(9?RE>&D6G7?CZINTEkoD;6^ zO1^q~9U82X?Ag@VM#tnfwY}8iNnzC!6`nPgi?fSuGppOAm$G-!E}R*feg)@0&*$^| zE6nxoc0mb>6qbsd9+)-V03rCffK2uAC{mV!`y{4VYfu_*yPBrMgO3*8(0e--eE|3s zNLq}X7XqZpp^N6PoM9?7Kg@r<&nGpTH+j7_5tJJr=x@9;iH8NwmmCj2b33lIgS_*; z!_^^#YX*?G!fYLObrhfSOM*JSB*j%BU*v>%9yTs^FM7}Nz``o?vSJhuO!W;}BZ0&< zq(1=hXxTJKF~zUOgU03)U{EyVh;+6c{V%f(RKO54@publDy}uexTpwT%zd3oBYEo7 zXX&FH_tCKRCecZi(@&#=Rhim-Z%n)(6=5Ei+|Paqe%^{)R<+t2((1HR(|Lf@2g3F> zgt!R7Q_${P3ms!-RwBqyU*?2X2ZK){(R;nu9+l1PS0-G!sQ2*!s=oabEd^T2q2~9#> zj;}MNfBjBMEML|>z&*N7A?J5r9`I0pCi!|PX`s?|`uX&Yz?H}h@qjYG)L9nZ$j385 z>|zL%z!*pI)VmSTU^TYllDiDmXjmYhqo&0fX9Wf9xKXeC%cV^*oykF-{#}O#0FHMe zCCLn5C~#yr^wn5k>q_GqC zjzk+Kw7J93ZSX>?_WEvlC*{S1XorKl9eI7T1G)!&;lFw0qLB!cxjKNWQ0qgvW5;7) zkzc^fqD%#bPFKKsYXVR#6Er8Yo=ih6GZCU@j#OV{*WmZ(NBe|l@+{0aHh|dd8FRFwN*FKB>$Bm*6kI2cr+PA{gc5Nd~#~#FYw@iUt zrGfHuE-K9MSR^Nr<7nLR^*+7GjC_zxyjhid@E$+>`?9Ij%)OCvvSNRkzQmt!G92Pt zD$5on)UZ;u%ri=A;@8syimf}FrbA2q;c#|QjkwAL!0uZk&` zY0{D+^!zo_`YP3;GCo|%IoD5l%t{i#0|wQvJl5imqBY7vwV5>D9M8l ze@%MXy@zeifccD@9wtta5-*NaextHv01k1&;6_C(oz<0{DC- z#|BU5h&b)nw_YFe$*91KSSzvOb17e_f74>IUai}z(70_}a^!RU&1Bi*yh?Yl?4jBy zGX>(`kSmRVl`*N^lVbwU22lf@<0&-r=erVhuC`x{o_%WzFnK5?6LDOvd(8N(D1cHbp5Q@cwpPzMohCx{fV1jChSmi z=XLb}A4o(DyVC4{LCu?Cs*ogqnfs<9VB(E&PF@gGFPLN{yp!OtUx1!OVfJ(U>d)D0~Uzyj^tc3OYdlhto)R zYK@vtaJixeh_cP#Dvh>6kO9AaXY|9uhun;X_J-J-5VzQ(qDzaR_giX9(A}txLk7>+ z%G5-hW9kQ9p76)8pVsGw&iVCsWV|q2X{m?3o;6*zY&Fbc_FcKXz52&*ze@A;*5(iu3&8_5PyoW4ZZOdPR zfskW5uj9s~qI8AlMAoN>44zUGwf}u%2@^U%7(8N;ZbU$|0SPV*xKaq1_QZ5P;-{~W zggS5nJ|+A5($8eo3SrbW72gGyoMej`QNu_X#K_9j^H*AG?j(IWn1TDqpC}fFM}}pi zdgGDk1^K36teJSsN~+v;hrT&<`QIQ|WUfL^a47?Hg!Z~GLOZ45u~-=R+)UL@L9S+` zk97=a_-z@H_)lRp3FAYa;Y~cd4ReQzRa)y-5_FH}AH4svbmaLCGaZ__39h0=LR+#XXi5s2t<%FLa(Zz)4ITS@8DgrN7h>*6#2O7ek zCZzZvmJxZc7DrAY!pD`7MtG^wjuD=rRnwD;h&PM6sC#*0lXFJpdu(g6m|^TXD!j`F z8qjRw?nhcBn0+R$R-wUMzN4hvc%*#ZQ;4gSbJ~0<(~=r{KJwMUb;K=8FNR#T;Z32aU;2p zGt7$oSv7z7a{>mpP4^e7S4+k}bx8+g3wys8vRHQx$+GeFLxCxo&7kFte059ISUL0C znIB=odm<=rtD}_NcI>?0Vb^}=mA7t{cUkWl|145E*RmT20DeVFDqkvwRUb2N1N+&5 z^7{8F!OU^;7n*i{nrihFNY}aP9Y+=hnTHW$x`J=?bO=lcns zsAeR2p1nnhF+A3&q;5>HvH$%xx*AxR2E-XPfg8!F5>V`{CeF>l0C7Q#O|wna0#eOc zkh2`<wj)Z?cTl0B+pp7JPR=d? z%lhfD=i6m=v1_Hl6p#3!=6q%@F#4<4HQ`rZS2H6rk~XlH^STa;J5#UDO+}Sf5N*FP zr&$P!Y|btP>mHwgVq~m}Qn54{EP)Xr?mgx4AoIB-Yq>4K_w zV);!`;qMMoFqUvffU4)RWbHBM55`vDD-(BbkidMr z{c_^_LHll%)PLqTHQe!IN(Uuwnc7ny%`zOZt%#QfOejzJY{sUy>^Ap+4L9NtMG*+%m>yq^O41v)y>E^CkXKPdCPnSSag|R<>9`)WszWQ9sGp}-K0h_*3AZ} zftxi8*pE>E){YlIi^+F|9bX}-(d2iaoxi|yo3AXO;;XuhLZ!1+8Pi=d_v_D?xRU-D zZ_3J|ZWJ@dbevhV#iy#-M9hn+9IV=NO*YA_as+C-^To;1H>438i+XA_Y?`BlqWD?I zw~x<3rOjc;mp6NVEd}@YM~%5bJP26Et)z!vb13t9NJ5&_V=7v=ngN4Y;M-E%*$bkI^7j2Svqk!;18Q;7ZXH zX*aZ+WNTin8SN&|DVSL$05xW0Q7o)95sl_;F>V&d;m$s@STfTflPA`EwljHmQeKy+j)BB6jUNuSx=BqT$~sQWYhD%Ou7j#!xNVs`GJVl` zQW7?9)OH2n^Sbih-jJx^L?nNm`v+_(qPH@R9OxPs@?p7%aH++5nd@R=c$L$z0S~6GX*@atL9tF-fFXk-d=-a+e__i&tM0kuo%>Kl)SlqM~CM)5>!q zq0pn7WF%*?qC61@p9hvtx?LzblFlmTRlrZWs)WU($T#*mS5D5ab}}vbEG}0L$9=Ne z88WM|YQIw|KH(i281fW@$1+Rl&CU}E-^Ui^b11Hp8DrXjN4I_Y-R`uJW6a_64qM4A z8W#9Sox;r$)0=4;6^l`56|Yz7*(G!lou_j`NfFcjWWGAk65cj89ZhfhzPgH!OpQ zDh;n#jo3}t`V|_u*+3OAUA_8CRzlRQ*xv3J_uqX8&5i__h(G>}oDUwm=*_u5JUMtA zd*@3dB>J0i2+W*|yZ*qY#**KgmoK0%Giz051fFB}%gZT3L=NDOK}7trk+VZUngdKa zIsCj*I!IF(Dxttj{A+QLil57=mUAhYxf@b(-VklR+sXJZ*=YB0OPCT$32w~d&st^L zGaA(8%}KuTKjCjR>fgEWk&Z03m|$fqkiy7(jznNO$43X`VRK)*st>rNUgQnniI1ef z#M(*AF>>6+(o&mel0f+;RqZ*_C1N5er629NTrFZm&mZsbEtqgj{H9#2q+X>~*j>d> zRlM?kVS^vz!TXhbHvHJ*ur_FRe+dll-s-QF39IPpUoq9!k__m*O!Tc;Iem(qV z+`3pb>sjMTO<2);l<_*rgBLS;(2X`wqf?sz57(Uqq6}d^_*!2LFDY~}T+rEXrE+fA z*x}XWY*!9`R`FKr@N1mC_xR2`^q2P}o(~P6i3q{lX^b!H4)M$WZT5Yc3LHn4vz<4E zo(YIJm?>r(h2Xv{K`sp#hrFhqPI$aHDjmKY^}ebMYoW98QcXPHpXPm?>DW|rc7m%C zx|VZD>p>{)+}z9I5j+U6Uu`&+smW~A)9nmm~5)w`%FCl@dHJm-tMvg#I}ENu=9 zrGvc7jV&pd`db$?E39V~kN99il?5>G?h0rQfi8CmLf!tCDLf=NR|VSpw1}Hb`AmTt zTvOSUn@HJw2bFqSm1aXi_yIVn+CFA`L50mp<}u6zcfV+1NilPS7D`I}|7<1}7$Evs9K;FNtQcREp!kVi^kDUW_7^ z$~l1TJBE4_JgN8h`Nx`uQb*CVBd2t7S}cMe1z?OM{z zA2YXkbx4G&y1cOe^TTuO27r6l~oSDxcy7syJwABxxw3zEkBj zmhqO(nNLjhP#f(=KaC6spKJE@lQfrUPoA0va!)d{T7RV=E)^=N=%zjKkXeU#u zmS&{$yi!2Dvef`@?abM8uEknm%hQPGvzybs36^IaV05tDIZ5_w8BBLy4h4{+*U(m_Uh|jd&X1`_ za_yt)jqnn)8L=)j`7bEIIPe@+6xn77g#lVZ$zW)2ed|OZDFlaAdv`^^L9{g~H46CB@yp-(RXwv3G zdW{bOg$k3rFVQO#nAP;bmMV%XV#28nQ3nxIUvQBpSGxV0e7+5PJZ-U*0|>KaDs9xI z_p2@D3PD4tyKsli8b~&TebW{W#KiMNxc10p5EpTaQfRQ{;_U!5DuqKufhA+$&e6OX z1XM($2GQOTXyYjmCCz_AabbZ8eLybu)7OrBP_2y;l9nrNh?+QFE>VM3Y_lB@pf#&7 z(F(^CrCA56L(oC+gQ0;z1rwj-l$OfxlXt1E>GDF*(1;RB0AB({@QtVS2|CPsL|)bn zabVtThJtWXt>my-2!`uFz1=%6C|#G5k6JHX;?hjCzNLzzWfCI%>aTK4LR!z$7eaB} zpeMaKXV!;8TK}Emxal#rqs)+1wll_~vZ~E%zl4_s-g9laEy+LYLeh{ z>QzI{NN?E=IragD*NmH9bmdQ;Dq>BmW2SggOn}8}H957rOq5S5AyCVCl$iRhO8snh za|XC@x&Qcyob_5oVbfGL8oE-*2eNQTCt3pNqxlsu?lVbw^^Ov)#yDzE2c)9dvIoOp zggF|m;v6igVpB&u)K6V^B{OM#;IV~o0k2KR6cF7jciAfXdH4M&G@A{=RCMLE5F^M_ zNeB^_pz8NcMD+fKLX3}bA}&YiW2AHpp=;{L{!8RHX1$J8mA&nL5LO>8(@bc*XqGIA zHm#?hKYR#IcB^t+Lt-L>i6K1lyAwxLG+Yr5Eo>!MBg?4)GL^jV7R*UKnfU?1O%&8r zqN$t-P=J9q0rM1I=Vb@TOEKMK5Z)dO?Cg~$6jRz1;KHRSJ=xNyVbBCp&2cHC!-OH= z#6%I%>nh1(e>v58!u}*A==`f=*vs_7 zuPJt84FroY>>k|APpfwRTu^{131W^1*w*Y45ML}6NvMMSrb?-m0Bb1RQLb=Y&qVo?wet_*L<08{qtMTYNm93-*$#1<=$@tpeqG7{`2eo13 zKWzA_=mdK2X{_7U7=k||K9dbFbB%}>Epr{v1!K?mS3C{6 zZ(O5~eDR^C1?3{J^vcCmVup!{frJm3H-g^i4+;cNfaD*mU&6_?;iFN%Xm)Zv#4&R{ zk>hrdfstJUV}kYBcw=a#gu+)yH_cJ01XRbH${QM8vmRm?+PC#;o*`qrknx^`@s!g*4I?3qox+1 zDYWMc<~+`qIQB9tuIPrA7a+df2`T6^)@5vaQLLph#kO=aGYVC8*|VE@@vJY8L<7?! z^Xh-o&^Yqo9zMi#MPzDh8scycm$GNw1loBCO3&|ii=Gtiy` z4_V7cJu4s~HPeGu8R~cLc^4oNS|pnO(7DONMHdfuNg@K_6MD0sC|FRQ2SbQyZLI5( zTJ&4bi-H%w7GY6hTz#K9R37`?o7BIm;hrg~(ud36(dwcp_DU7d20XCz$%RjxV~S&a zQrK~Zm->e2RHecLj)ypZ3nl8QzssxCDVYO0&XN)+7-7|3Nw~af&eLfou?aYkN(wwD zAW4y>EjQZyeg`J>;b`R~B7UplECRP%o)oS(>CmWr-f|}>F0JEcIy)i;VUobV40e*i zWW80m9Ln~}yHnz{^E0w-M>0??Hh&$G2m{Ep$|Ue>!($6$;hyo%_M`}&*lq+D)~mdM z{<{Q8htx>zY3w6k0EprWuh~{gjvJpFs97P*O%isI&Vv>tlI9zmW`^A`)S3#AflC}< zEKZDM2i?)z%fj=S0aJ-wa#A=dRf6+f+>4|a6DWF%m6Oq`fdRlYrn)_G{qnmMg<#686U zs`B4~tx`gqQKqbSRa!^nHQI2cpb5Q=<=BJBF(QcX!9=VStH%xgGp<7XnE_{Uezbtd z^KvbeyrA4af^t9;TVtQPry>>Gi&<5xN!FUD4Cr~+${xH>3y|5xZ6~5vXbrE67g8xV zy3~Q_wr@KAcn|NcXB-06n$hrI*${(#W z3uhd_i1?p&1_e;b&6xwi_cc|=K{Rt56S!gBT1V?P&78r=sWd+76?85QnweDm@9_4> zi(m%1`;Bj`v-A8z>BF7)-*Ie6g!n&@ERDby112537|}IJ;5vX*Xt3-mIVY*v(wv@Sgbz$48d6~4&0jQmL^gd_j4YNVy0E|^#A5u44^Eu@ zKWH|DH_XPM+3rq6Pu_ihbB>3~d)%aWcj1g)Ig4!U4}3b0_)=aRGz$d3+jd+h_4_n@ z^J4m&VqyOIgb5=0Q9d=Q-HlmSX35iX%FdDvQDFW2aphQU=|@?4>R5=MD=wk+a$7Z=V)E;l0kl6^UMcq`J0*qo_Z6@e!|x*-vZ zBHJzt=B)XQg`g_u2;Z$6rD@{!(@C=VP|nWXkhANWHgM~XWa(}OCvQ6izqp!I<}-E@ zZa)6(vNC<3MjmyjHX=VK&uX<}1>5#(4Dhx7&952=Wu@(Z@;tyVTQ%=Q`eXC0< z)jqe(?baXh||O7Tz}g*-Pc4VrH*3%ad%hV`zcqz)<7Pp)}veQE^O@ z8O^oS=n^7YbLv2_OLI%-8(Q4g+b$*)Jl~4>=|fh3_ zl1#7`t20^CFfRuO30Xe2PAt}jqI08mTmOemkByEy$f}3;@$T*AX^R+}(PP9u>GRy) zPDW;Od6+hVgE3`U_OtIYV-3vY7+wZcjfT_TqNLhGdUkx1d?N=iQx!LYc0WkM0@0US zh#cGYKPSC4Oi6uA%@f73K*aYqYxj=JZpqa&t$%W)54`FtcfJsKmBo^wGZf({(znJzC-^oSnOb}`66sjq1RmWyiw84<^38- zyk&}k^I><|72jNx;arJ}Q;)SfFy=PjQbq?u8FZZby?rG9AT#_UC zFR`HLqB{~UJb21{;b{Py#5^{#puT&x-`n501Rh~H&-lpM%7n#S?999`HaJfC?J(ox zxb4XJI~MVNTgMtEyz*nYHZt`hXT>1mT@k@|90I4QJFg}W5cS?kU)@sfnE?nmYBB6x zp7*CYhu$Xp8=|M(p>!mE^lG&zW#gmDc!@G<)%K}7D(peNJFE&ts34Ank6kN(nfQtW z=>Q!$nP7)F6Pe>l4N;mQ#Z6^+O`+C@MRtqhHTUzoN6MB>Gf=RA|MyOzcoonp6 zk#2XPcXsI?lx0JV6Ys*QNn*uFhiKzgcTm_;1z(&E4L3_u0l`9}Iq$9vDPp#Do}I7N|(V3bSjMbTC?CXZiAXv+A zSSY@QiDK&DR4;*QpoMbCu?^f2qXEiPEJw#b6FT@dSBaHS?jY;kZRM9YC?b3Qa*(br zrhds7=MidqB71@wTC(Aee<(us`#t@gTVvkxhA<+w)I%#{D@LCF^lrs0{%V#KEroOr zNKE`^%IAMO;%1+t=hiays?0$_%~OiYG|ek7{?;FF?R`W`5;}Z8i>jzWZ;T)rOLTYW z`Nf}CS%k7)Ga83V4SuN74vI|5o_<#`_&s;mg}9OsrX;qxqp^))!5DfcNE9ks_vZGl zltlT(YNXg?Wef!NlgeAwAc4)zm@P3RPS#yP^jLq8548-G{4NkVCF2cK7`&T z3Z?ZpQ8#5>AU<{^;nSgFs?)f(X_@+_fXO18tNCEe_VWPLQgDP0(D z1RG3Upp#-wiy^v{gO{NLtYD-5sgb#XuP?@@8Ip~FMNxxhyPGq&MH%K;HC%!trNM7Q zL=AL@rnp`DbMEFYrQuS-h$`{M^~$VbOas|I4e?QU@oeQn*kYAN@DWJh@lcqyVn?Ol zZc&eU?qKqMMDv&n6~<2%!t65Tnt1hpd^G4y@P9azn|Yrtyt4<_dp_uJ(&5-KxYh;g zTz=1jVNfQMa26Q@Q?iPmE*8d{GqC0_`iIa9JJXaqc z#6!R$7?zb=UzawHk}Uh~?1)z$0^Zyhf z3s~2OsD-n#g8N#)uD)rt!}x$7~>lMH%XOX7^H1gP-1c z`XG**`xQu-Lg^fIedqg4{QxhPt9S{_F*rFCjmoP{!Aq9!rGQsv$FLGDV^_tC2MrG2 zH$u#x*yBN)qV73!=Y0(!DB@kt>b#S2htX5OXc?u(KTpC?8|zg3S7W$dnf7WyPB~g} z`&#lY(G(R^12k?xE(b9E$vK7r`3wPuYPC==^d+@?oF4b$7s+~_JoP+bu8F{&%+-Qk z61tUuWp=kXxEqNYMU%s*iL(;QrJpv^=lY_CllLnHHHAB}!lDFf(tjrqB|pyE(7_4S z0^u~jY3%co&~}ve+q0BoKPH0c-)LdeKeVD@nu zbD&er5UO)!`cIa@UO0}%Y;T5t-r9?KdT=}izL{Bm2e}@FUf~zpU0YVJU$#p@f$w19 z`#T}wl55%Ng8jQ0Ko|%I0SbRENBumxVr~;hu{z-xI;ql;O+z`xHgSz<8E)U z_dVynyU%%FeO0$!)vZ_iKNhRI=a_TM`5R*n)%{3Ij0*Bdol~C=7K={770uy&XJ)L| zv97nNw7V5AVDpA1i|VyL`H<+NNbfn zrS=6);0H_7%-C%3(TKIY0H~1lcT&hVWpQ65zgsm;y5~b}kAj0Ruw+mnZdPWpqZXPH zd^@RV9ahea^c|m)I33Jgw$K!2zMK3A#}#j0m}N!Ahcdvr`yU1 zZOjpx`L%e^lGgnbr*{*xPpBUP(6m0b(nl<5O?|#9D*zWrSIRw6Wv_B3!yGcw&L_Ae}mAb(sEAIPUy%T zFp{)6pFPxF7@a*r+&>P4Jq;o9_lcx)AG-GJgD(Xvba@#=ugDHrKlX_uz=Y_6Lc4g@ z%6Xyl1z(WIO;T`|xsALF0;f`yhUHLq4BtGh4#QXcb|mMN*^qM~L7q;NawO7ol2zQf6GK+i2np`; z$mtom&z9IOTb!`zWxPyl%TJXGEk-!YZ0Fo|$ozeS)9!t)bxv-jhfIFIU1;4h4>*Kc zTP}RNO;}vB(N~MPF9J|K9OhvL!~+)vy%cMl_g8R>b~%Q9DYFVai{Y>Q!IJP#w)PE1 zM7!MU2ju72O*I$6?4OgY=u+*;hy^=kDoguonJw+*`?%BVET&4Vz68%7cUshZ(-F#< zp<|gB9xq-JP4BZjiAYFXuJ+oO-VS0l1`+146GVPm|Dt^VVx9Xc(T)0)@~+BFo*?Sm zGSpVw)I72KJ%U+cu(p?Er^zSo`@%{^CkRJ~w^6|;D7sv2_vhH@sC0)zm22B?`JRZL zv)Uo#G_t{LXW`3G8{Mp3UA{rJ&ey`1q6Q8--aYU!7DWAxD8i`g`ocs*#(p;W< z3N9kg;oet#t$cC@#H#`eWc+|k_$ov1_rmMbj`cZ-3=(%#2nF=EEsy&3(G#7Ea}+xA zrHCt`o|e1rh1=Gr+$y!ULK%EyFP^KW$+L48VU1RW;WTd6qN z=pXFVFOsT0zo%RD=ddWF^YeFEc}cydg<$WfZ9Ldc6@W}T zZznQ(Ut=T&t{<3FrL~TRuX+~-Q)a!OMprjJ7i=cia6$}givf&>jZsgbsQExUn(lp# z44z20L;0AseZSwzAqL><0B+TdIeQ%^3_t=}F*nYba^FXXVB|9O-sH~q+3?4|I1jsX zF50857j-#QreXpSa9GYBqGhe9?-NSqh*YfR@wn#ibq&V;Px+N)T)o9LQHMeX0~y@>yXDu7Wl*677BN+E%yo4noI++_&Xh^cNo4hEFQZ!L zmE>aWM1IF*Oug>aZ+dXd%J!kL^}wyTe3f&t!8#ygPaVn5P6;_0t`&k%G3MtATd?u+ zoOTsmq>ehY@h~7kn?2^6lrIh5OMheIexy>(;sHa0`99%NaNV#HZiM6voRmj-{y5yW zAByQnCLWyX%U*2s@d<2|Zgh)JSo4^;FJgvBq5i z)(Sst0vdvkg10AQGKAXob!DblIhOhhdD3R0sJE%+g>%cO9$FpoWlrEh} z`zSW?=WNqB)Vk?(vXz*Gd*P>R1oNagFOV_)h&rR2ol-*l`IL^g=gN5FRhpxsOPZ^- zG$IXmR1*1LQ|~uFBZT=^jQFB&SpTCI!1^FJbbdM`kP90riHyTy^2bBUG#8LE{d)uJN^BjOlX4_nMd4H?t# z>${1OB%3i^J^m`QJjfIN))&z`%2Di--U&wg*y^vio~skVGzG+5I!!p^Kg$aI$C}sS z)E@OQJo>;!l+~(Xu-w99pEKv7kiu2W<`?je=Ei{U2{nW1?nW{ZvLCqJ6u*R@eTjp4 zoKI@;sTQv50k1)Kc-i@)dvI!Jru%>GjV}; z@&WVAf29n7r8SfnK1z#$+W(~|4uVVp2D5d)#Nv&yZBL8d22bz&k;2oWqb>hFyJo5;IC-QP%jOAY^K;bJ7 zyyL^RZ}@A{KQKf*P!Hn0E1?_WzaixlRp#HU`zvSvX5GKpMSq{VzitztK)~Op?%!bd z{{w)j$be{gy6xVP*K(t*_S4i(tz6$IiOoTRNB7>dgDpycT{e}cyqLqL_Hf;HW=%C< z?VJ&dAI?L!TY0Xn2NZe1wO2ArsMR%ClwT7o{7FNa~{vQX4FvrSnlG3viL)5IsHGzd!tDyWq$jL>(o-n0i=2Xg#z3e;yTj zckABKbY6l|>NU~dL5(?oucv(hiyA_M3Y}lWG9^hN+NXUS#B=Hlt6@4Jf-ersqwZCcUYY5;>^IyytvdWxnY*R>H(Of>6r_!yUSsX)vUBgQ>VLrx zy-Q%Vm>dWmZCU;d4H&*TPbAjwesT{>i@>I`8}E&gBqbiYSRoYLO_EFD3gm7%O#>8k zGSiUfA#{J#srbt}9?`I#AoT`ekVpo6c7C$~MO8~FC?hrT(3-f;3d=qcO<>d|S zHI4fAp&$s$twc>Vw4OJ3g~vj{~*ZqD~zymcv+2-pSpwiLXGPD>*jx7OOjn9XkPs%!3y)L6Z>FB)oESPo|A zM>`|1yjNFX2^!XD1wwn$Flhyk`HtPIf4d(cz<#tpt7*pda$7{!>v^^jz}*ZRZa>)? zs~%}tpWW%8yF0FgwLKxXyg93`X=GzmV->zRh2CgQf4aYg4J5YE0Jp+6jWd?J!_fO1 z*^7n!QZ%}ZPhuB2Cg~sN$B&`+C$K2a$jc(`=IRXt!GAq!6uzS<<6;OiwTI0IcUT@g zKh(-A*qYX`pTG%?2a>RX%1opX5vK*mjWUlAI zmD6o+ix<`Wr!gjKi=dx6AkGrpqazM&(ny}0XqV5;LePWm8f&5bU?_Czkc`InB_sqt zwEo3_@Uxyh{UU0;?0S+H ziXnWtbqTYh%OFa>3@_m1@?I-42@LbHGc&kC8`Dk39Wz_Jgky1ed7bk^t0(HI2Ctot zwGeYj-oigPA~`bX7QtDLq2!1wjl$Ms%1lVzu2nZi*4Na!spma|Ip4)It?jhY5LcV_ z?+eNde^rc_=RV%?Z(Py3hX81GCG2f9ZIaPMjP2ghJ4<%YSJC|>``6s!QKH`DkK&Ct zw-iIy*rLiSXT|7Inxx(C9aJ8(n1ji|6l~>t zTKkthWgeHGZF}3Ea7E4;r&tlE>^C~tT}<}~<4=}ok!T;>m;_3a17WZ~_7#w$n@3%B z1Ht3PKE=@%1Lk7D&|fBO^RiQ+<@U6!$i+4^U93cc4!eU9L#0JpRMQZGH zO$9I{aM1sy#GecaAbPW@s}hRcs+ z)A-M4$FO5Sba&3>U+-hpK%FGjDo)Z5S|4ErARljV{>*7=8odK_{kMpQ5H~Un{67xgGU4&phy9jNFnL6yo4T<@ z=n((UXT=&GRfJzOnD`>>b^$Xl;zbrvr~jXr%0EmY{}5lkSu~jlv7s7&PW1oY+lM72 zP=EP1qy9(jx&O`q|L=VFZ*X{k|Nn6~_kZvB|9}7T-{A0|4gOCPNdKJ!{@?lT-{9~! zIQ(xq$=~4cH#j_8N&dWa{0$C&gTvq8@IU-2``?lN|DEst4Gw>U!{6ZWH#qzw7U#d1 zEB^+E|NG#u6{Q74V5(I(xvDkU$xR=$c6XyZS4hIkS4bva-(%(9ePv~R6*t+c513Pl zYsY0QMO%4n5W6yhB7N+HJ~5yAeT1+MX^0#aWKsWz1vUU*E5 zjT-jc`G(T|8a$?J350-!GwoNKd_XV@%Rj+57rqdwJs8pnHri1+b1eBrog*qgeOt(C zwfvfg($Ye1T0(hYBx`nH)DhIg$r>|8)*u7a025+Qd)ULG5 ztQ<@d;1sZqk__CdPGgOJhLr#W8LI&$*UJpI`eGipHc?~vIO=r-UAO1Ur4T3b0rhbK zf5`LTE$a9iUWfePwDn<>N@MwF66o4-K;#)N5`#(!iZin|0nqD0=>1tSxF4>*a2~Ia z{8KB5+gSy0z&cI47R>0KYi&e@(BNKIZ}>iV3AW`$5NYDTiU?21C4unX!H4i(S^J|v z4repjU}=3zsfY)AKc%CAYNF$HnoI`oJmv)gZ+>Qta-wrrbEAjk=IzX{Fl=10_+0|dMfPh9ma*$$h&2i zr71ggSLZbWMP3dc)aosjxf`74P1+jOVI!~4F`tmvn)G-&%(U?gcj2z*$O5hg@Q$QJ znU74BR`RE-D|meE^zFepV#ZOGW5Y?k>5|=S4zTdjk=*_ zYgD^lKi9K*h3VDVZhI6O3~Z);=cZ>X9ap4@keBGB#7L&m`+Fn){gElr~CRck3 z!j64sutMr{G|6YpHrHwMzd3=AxlY;6+nIv@aNV$@Xdy?JJAz7^Zr7`Xnb&d)7zMZn zQU#ju=9IZV0w&JwyX`Oc{De$s!Z%x`?cbFx`1g`OU8l~BbpR!GKTVsp?dCdtc*-&K zA!b~D2((SGk*Mh;XYfU%UA;1|-nl16JTJ<9Tr|Q_?5*HvG)bvODpnnTQzO^ICs8S^ zko10ds~|kpShnCU#)39%wZE5lYqypRLjK^)*yS`4F$uUA>suuH?;W}4v74{`bt0=} zw&vvBXYKU%1NjrZ(zO);-`?AS+ajqEH`p$e61;(-D53J;4P9ohZnEg zztG3^aFE0cI%_RAR$#KPNdGze*nq($3BYk>G94D^zOO;zWqZux#+$q28THT@Was2k zYhS188M&G#Q0?2)uGZ#Ph3$PW6w7*kq&C2cP97bo*NHMWnEvefexvRxR35A0C$MF( z9{r`^im~pyf6V~bzTM%-g9Z5745v-@200N zB^EX_+|ESHJA?P}b-L~=3FuG%2Zus+A2`%mAA?N+WwHSE!l|i6^3kE-=&C6w(c~RG zx$JPLON-Z{{p6e8HsW=lSuh#tbKvA~dIDyL1|;S3G;1=~;yvDt1ZuLgux0fE;pe-} z8baAQc8jHSf+cT3LA*n*j^_^pn^AgiCCTf&d0?Z=Ily;X zf)Fb$z~B?!MBVJV5Ea*q#I4;HcP=C(o5DluReZD2-Q^spoTy2_#av%hYB6IBz}PyQ zWbl?G=`7%_|AOU<&oC7*?70H?r`otnuQ&U1P)q}6a{uL_p$snKo2dQ!&7(4> zh4s-0!DpJjY3GX;8waa&K=c#>3q+^Jrkm*y;EPoxU7STFVdxW_x`OV(rxD!8hM}l5VBEus2 z6C-Xz8+cZ<-Qjrh!l$EJyIaf;VEGZZ*UU|4hcy4v@eV*6GX*y#APU=@*#F~0?;AzR z2RAB@%mZ-P-G0{SP?jlCa9eIN*&~kBJP66<>gk{U9>#)ElUqd?YoAfBu%9>IyBmIfI z#K4Kf_z&1`Kwr-XK0HH-W!&!L{tKkmv@J;G-67|*n=nF?p zp`Gfa=~|Jq+!c9UwdI@hsYL>>gO&cCv<(*{1ngDbVGqkBUIUj&W|?31YRdw&xKu&HbUtzfmQK32v*O#ryoO*|e&17Wt_jm70 zC{Zam@)a;EBZVge-^pa9PHrYwk+c`wT{oCTB$!&ISc$nzd{w{#dY~~LGUlX|Xo%~7 zBDQ{}g46-os9AJ!=DD6D#3%}@Z!SSTHVHNnKJH|-Ye3N=|B(1Bm~v=mnW41O`%f8i zXF$6ZgGwQ7cV@Xu7*>KF2G^QBwj*V=xHf~aH9UJ-oxxgHy5hiRdZ{psW#OG+{6-cy z_^1?(&x|(`1-$zi>^1iGZB`VPV*5)_2z9Qm4~M0&czIv|bd5^xPIX|LITve)Q!xn^ zD+h{9tfba_^gK-wMkC>xSH)k=TX%pqIinN^txdllekZ=79CiGXoqO0o;g2KBe#TZk z@pKC6=C0axPDvfox5{n*dzZ(2Yy_9`D#QhS|jyVA$+#83CR-5GkwL^KgN3Sm8d7qvSPejP>WJM3|Ht#{hA(|r)` zpJD!xQIy9*+Cs15SR{oGXJb-|0Vuw)pkD6DZb(qY_B3-9`ZMX8Oey*HC2@&cs%lJ~ zE1CPBD_I^@&Sau#cPFklIMHI^aeo<@_)18@WuROS2n37ZHj+)|aPM!vW8(tBwVf4e ztuKr9e$9?Dh*v&Wz`7ou;n)>2C@B9mO_XXhK}(I6p{+gCUch!eh}0Xf^`V2A#Zzy7 z*TfirJ#W$y7iD)*>O9+h!K4S$i(4!S8Wa=e}K56Y%26Z`qR)7H?|H zkIg_Yrd%kH1s^_qpA&OR>_kRJNl#y9$K`a1KNXyz^XZglBfDiR<7T>}0~Wly0Bw6j zrd;#6)2CLTF&p%qcw-9cVsbHb&Qkp1^r%wM^9mD2%fdq|OZ+w895w5^UCBPp2-=^g ziDfj#6dKI6Kn}lHHL0nX1iD?>ok`OLm;rj#gqK&0$WsuRT8j|l)c|2XYg7E73R3UD zN+b$LB%epo?M>_xUmNf9SlgAsu%lkts5&0od%^ZN1>X9eoZq|JHJ{%Qn}7U9?EA9& z@)k<~B6Oceu5A4gs@Bs@`D712-S!CEz;l*yShb617$^5@U-BP89)_gtb}MONK;ONz zhKa90Il2#LP`X{0zLo0PVHTVh{;feVNt&~GaYm^H@d)gvKAs(^bg7!%TR(Xze22YY z*LoA%=Ee8eEUxfKj`pyO`+y5aS>YX(7@`lg>5L>u%HhYyfO>Fo8qaOm!MYJHu(H(? z9O%y2%Nu48TLVy<#`XO!$U@0c7;VxmWy<-1Hw}_(#N5pB`Vwm;(o5H-gaEnwX zI+8_c1101AsH;&D+|=QE!3pJ9-uq+E?Yy2P3hUlZ4!N+qr9$$BrH#uVIc;?zFN##= zchL97{81NHD4;a~!BiOnWCdrb55ndxEs$>Ua&fYoyI76ws5-*NvZ@@I-%4*s`+%gd zIk4DNzU<&1mwTLgUBh15L0gerbWBNv1OnGjpPf4dm(!LR4_+O78}_vMW5`lI0NHQP z;&3!3QUO^dj`ZWY?TS1fj*@y*o73JFHC=iAX#N8bn=XP3pnP~-TtfPBS{W=-c%T@l z0K@1q#L=F6dE8AOoL(&tn!LN4ExRco4DY7}L_gYDBwdrq<@P}!%YE&N7w`VTQKAs< zK#~yc24gZeij*!oc)re5{o-n7V#uf{o{k{s>?nP?JWiX@;#&M+yaTKV#3fPEJnF zekrc^!qtii;b! zi(yJ+X!88EEV>}rw06Fp%PhzzHq$#1XOPy|oM*0`G;iTwN@DXaFH zbK`t}B>QL^2{C8-@{(o0W8r$DzICAREud-`!^M-|ot}%^;7<}&KlhQUHFk2SPt(MNlCp=pENCM(FO0?FJ}%q z;S)jW{z_{R`Wx>zByYipZ(7ZrLdd|!FLWf6ib z86oCT?Y@c|I24pm&7yBkM4LoJ+y+Du{4@1gm8cWGtg5+OUZy1%T33;v$cf~Oa!R&> zowVQ0fOS$Evv^gE6_>bMZt*~mA1CR(%wE?8@e^`Vn#+O@D0Dgb>5u|?z&{I*;t_b= zc3%p7H^csM#oba*PDMQdC1Ft$H7`U#8oa+FkVVI&=Q`6wqVd|74|(xY(NX|smjtOt zVIkls7$X%DPWS4SWiSl(u53QY)cb=Xj0nb1O_8lQVd{2`jJ?R`mnFAbSPap(e=_jTkhm`ntqNnr1dxS(F}eEs|^l? zB8-OSU5ojIPxmZ65x!Fzm#wz^h*YGC7rOmAqS&|9MTh*S_XWKyI!3>c-V?;wN^kx* z%sNyJ9!)5u#KeC2`Oi&lY=Yr%>rI2{qxjCwH&RkkKI7v`y}i8%-rnBL#^1*m0H11N zX}o-t@?iBOY?83g*w?k|kg4pT&70S%<;{D~b5do$?h5qyqfIywb8y{+W zImBxD=ZDJ<{1i;I@^rI>IYEnin$Pe|@hYi-tyzPI$j+`Gj7G@v`hx?SJJFV}X@V;i zCoOU{fXi$^Zvd-?@AZ$Z7wgd$v=(+LX~|HJjx!5iKn=)i+UHXb0ue-GgguXW96k_| zHNbjda?x?|%Mv8ttNDG1xnPsz8nf#M5c2;o;WOz?cPZgDwkp~9{ zvrk_SN4K|&!TobXKIY|AVhw54q74==R0i$BpZeq{l&Cv4lYz?BD4&MshP;1)8Iv%l z`w%wV*WpI2rsp5=&``Ssx?J){gB@%?Qff!EboO{TYQ zs}amkeWW>2$BjUx^rO(uJl>q})sQ=RTRg**$;67Nn%WDG4epk~#Yvz8ZQOep1ET$@ z#8b_Ncg&`n7qu^3ZsP_0X5UlqQ2EeEo&VyfaPxaps*cFEGnqs%-rX(Xa$;qjY zy{EBJK&}20J+;LG?oWGkCG8o69)-nK{J^QUiqCFINvX?%`!Yu6_M|kl-4|5tc`T20 zy7pL<08!F93%(g^@kEb{i<^8bx;~@9i5W7$8q4z_V~7xCAQT-P)CWy1*OKdAi&)1S z`0d&Nqh7Kjy?x8Dv_8l`GXEP@)RN`S`??A0_w(n|(vS}Y!yWI=2uPv5@R_DZ35?pU znr)J58FRKfXMzdhv`AhX{4JQjeuWCL3oyxj78kgDd}1M{g9wEy*)L-kbhED5d{VN?=PFDCnv3W zGKrZrs!#n|5sBUWEf*VS>|XSrFX&5nX`aY>@jPz-RBIq_X7lXS-lJdKFWNbUv`Ca4 zjJQI5Q1%@=GObqcCUn#GG4%4Z06zkj+d&`qHUNQAmmS0?>T|Pv8wFcVRMngL-E}ai zbNRU+r}^|)r?qOQ#yIBbl+AolM$;*oWWvp$&izvm2sE%AyxP;!ct{P##Pn;qglCl7 zK-o!pMSXbi8l5Uh$=DN}Ol%+n3(fYf*fey%cC6tZnLOB=JiyBGP0P+8xW|gM@&SGXy4Yj zzSYUmvF%qJoiepBsgHhslAyas7|efl)BElw_jT^lzJ!F&2`kl`Z?SRl=%epov7Ia$ zu~_^ygOMvV($VN?1BM&yt)f)2pMBmYUElqq7C`#m&A?@YqUL*p_p4QDlN<_GLAwKn zR`H5xo}jJ$!2$8y$elfiyT9=s>=TGtONd1`iHk%kO$d_7s0X zRVsKX6XC_nUPJhVmsqkwjkJP{4`KS(nS35ku^e*aa)*ee96by_A7FN422;~jZ#@W@ z{Y6T@B?GDi;>pYEx1*J58b%nV>3x3)6%eAI@o{D@>7wWU>&TPV%zS!!>5<9Fw#JKs z+Hhta*F9S1-ftb9ch~n98k_s%2U6BIE9X$3*;zN9i&fkM5ZaGz8A_y1!jr<%cM#To zYOf zc%K5@kt!tRo%`A~wALA5_!SFLaPIP&TnlufmO~|s#9z%Eye4zJM)>1Hs9Uu|nwW(7 zQwX2~)fs`K;py5JzwW(oiHVan2XHFu8ZU0JfkF(wPU@id{`W&jcM%<>9xDuG9y7~Z zZX4vn7drPOZ~MvGBlk3xzEVF)QwY721BICO7WyM%vvwd?fB%kJqTTcz?Iennx4q&W z3N$Ptx2xr5$sof~5-WPPUZqP4GVmUsU|X;RCzf1+d=?$$@SV`Gv^=75nFH@3h5Gs% zkzuF1N@w}kCaNvGzEdtLDO`*}RYe0|MQmdxZ|i!C-- zq|+@aH4!6ksYC*(#P`C(eMVWzT+%LpzSj9Ew2%h;^{ZmkTKi%pf?G)p&cSFXLrCMN;$9{A0X#!ZkFg2wY5=-)cR&i4|9JAUTxViV}kR0x_Br=MMV!5S}wgaD=X2o z-A|F#dfvMn#qZxP+&?KUwmP_}RA`$lCb>)&F`A$T1jQxgK5uj1{aLX0fGP$oOEj8@ z8<*79)DWG|J;-HFpSFt5BQ?T*SCq`%Md=pOCljWw^1>U8hLRdYB*-AKyE4|};QeC8 ztG{|7y07{KrB2A>VAPd}l=Ld^j-xGxd`Fl|b#H5>=c=K)hoawVPf(YHG~GH(nAJ~G zcS&~r$FE<~NxHuF3;4}vGwSra9|io&9dyERj|Q?Z#x_o!1V7D7@$Bs0q}&Pi9q*6& z(!-=(_$(1yM#&;GYT5S?sZOuf8OJVb8g{ZANH(Cx7Ew=;9gY`zfHo{GlJ)8Q8XST; zn|ofbe+b?B=Zwq=U#Abc23C&!h+!H(0fCJzF5`r68LavH_wUYZM6|W5kNF&0uCK0O z!}rVX^ZUXVxBF$>QCkPM-dBhMZc1qBewlpB0Uj$mrERDMdmKZLAc#jq7}R&7mKIh) z>2Ue7na64gaVQ~RG{1ub+mMKe!0FmIX90w;#_>uo61(OhT#DOE@)tvCmqSU7882i;Js>mz2SWp932hezSd#q7ppmg zUf&8o@{qZlgI;pJ=p7DpUc7}c>(mWddAC`yI>=y!(H|v3Z!ff_3)I+S!JNWVncaVbT>L^!@WWfX;Scp&ANs<~#P zr$5wGGD9qJ-hv^3_Dc*-N=Nvbl;k6Pk#pac*LvGMr5%XRkWjxgyEuyCeOz|%L%OSK?-uqdBc5|c>Xjhl}IPm zbMNcBJFi;%HPrJZMhQ1jQA8R4ffnSq;iTp}BuJi~o{H+~zm|`b9=Um;FxlDJ`B?CH z-+3@Ut8Va`D%A-N#v-rhFE+c4e8x|~F?LJBs|3Hkzsh>ar|&ZkPe(j!LkQSJqiSOO z7>&V@K+sx2dl{Xyw2eWf#ePZy0wZ!zi3Kpb% zIuS^T_vI9MTSuR{l&q`|^sdAEF13ICy;2fZ%V|nWA7!{UrT6KS zH`c;}pr+frjpuRE7?z}*9Mb`d%}vr?9(lmSU4hG5ZRhwq1aX-oKnP_M4qsn{M}>z= z#l|HhJmz=QTt!k9XCS* z>KhoIrFkAqHf+0<%2p(id*1r9va*8wUsL;Wbb~4`UdCYS4am@urh6NsF=|KeSbtPf zcwi<13sS-Gg71^Os>Y4N-`t=`(nSz2qXaJgADVLbXCGQHWWMC+{Qh8=RL|E}o^62% zXhvIHyb^+af`bC6iNaU@P?!`>k3JU{mjj|~@XTvF4^76JXZhZ(kMr{IHG`7;`~)sA zsbz0&Jly+3SFjP6MYL{hJbWGsH;KHwgpKepFrZc2K;b;OHu#XjZ{K`n5}AMT;l!%% zOct+H|Kb7VNd5x4maOoMFF4!VvkM${;#!}!7qiqNOZ59`81A02t*3Fc^+uy486qkj z&Teh&Kap}<;^YbN^z%1C$|%v)2G4Odxb2zoViBhR>iz-n?xbT_BS`pd&Tj=shA8b{u23$Xb8neLSZy*msn-KK(H~&xC&p35$3v^}%Yu z^xB7KpeiQ^?c+y{naKogYX(_V8S<~)Ay_urq(pS9qd9!=?2NQDlwZ<}Xd&T&V93)p zJj(Co<=8`M{B+sD8~L>n%Rnn%McuKKqO&mUE7(v^Ao;$nBEa%6mbwLD@vZWVc% zjE$GMZ1dE2k=#7~_WJzM^=zhA)RsYGPSnfh~V=@M~l%P!4gZC)Ebo3T8m6eeov+fvjF1_wVJ6~9OWN& z#W!@10eY^`-f3xJsFrBHGhCvUj1)06%%!S`U>pZ%0V<+p=H|YM+cLfNW=gGz z@y&_Z17t1@HjVOG-1G48Kw7+jy=!%$Q1Xz>WEFmf3Flrsou2x-voPeDMt({MdQjUR zOqb>ER3hU#A>Y5h>{{j%I3D1DU}I<9<$e;%9!J~te}c6HUuZ}kDygWzvA4IU;NemG zAb9bZ<>gDi)13uq5-}(3>UR9GZodRjZ9Ktz!^1+xF~CO~o7FGP+ijOvY3kJuzS!%n zD(9(}YCkD@6#4qIeqirvM!LqLTRdEP=#bvfodH(nE40zyzmWy>=U@7=i4^t* zw@Q+Gg1A!TgnZ>=pXWcHA!(N`dEPoqelrtX`m?G^R8bM4D*yrfZYkWawYAeVs_NY> z4>E*>x6T^16#(NX(*VQ3c#&H!At3oTNqqrJ5|7lH9!xm0nV#vrFs4wDPKO13JWR8?<`J1C`O!!PYf#(qwOH+*)FaDYoCw@ zEe!>c*du?6S1<6WkjQ&(MFg*|t|%B7!b-#P9n;xcdGM|ey*=8ba`k$$D4Sa@s~$m~ zWP zaPX+Ur$n<3hk%7EeXf~{VaZd8*KdMqbkwG%t#z7JHgq0~Y>6BpMpO@ii-Y3GS(RE4 z*dpAL7;-+-3#H=cC#klYTURa{Mas(0>+T2}wm#=$F&Ftm>!AY;rM94T(Q>9IkMOd9 z1srXuSJ!gg%)|@+SQggDf6(#(JjRsUJ3BDoQdxl!iPb$Ubp4~GGO(9RJsz~s=!)Cd zpND*q>PNpx2KN`b&Sadu!cq`3*NiQhbe<~F^7E^l7M3a*iGrA#T8Q=Oac&YG|2Yj%h#JZ5 zO{%={ANDAsN5g0#7W4nVuApZY+L9AUWeR!_u!FzO$EnpfBqvrL^!OB5b= zmm9h@bDr<1I5=>fcBf%+=#|b1_P&C4%b-L*6?CpgIsPMT;|%#>OVxViFxGi~5Pb~F z*rDjUQ#D3pd+QPrIz~j>K`&AGG@UUg3Km+xNHhfjlnR`kqt+M$F*8JsC71F8GdYJ9 z!EU;)#ZoLLt+$p1rmH*yjaRPu$^iO-R^AHW!U&(3-FZ_oTl3PqhQsWfb{I+NzJv2D z&Z$I&gA5~B?mhOOp05}B63c-&h*V@8yzYQKwtc43gf@=i0`ge{8wm+%RjL0|MXsi9 z7Y>DI4%a5}_6PKapW-tkW78$|+RC>2C3XX}=uW_qwY zL>XcunN#S#;-_PQ9IBN2yLvO$l$}4JGJeHR*wQ!d4=GE3kSn-F0D4>pZtm>`GN_h_ zsH!HuFgiLu)?4Y0@Y%BY<{}}|7ZH#oQk4YDvnuPU#1Tp#R7*x{)5}tHxV6)aT^#{! zn%2D52;R>{N>(&>du5m_;Wqv|QTFv37Rl1Zw-mB93s?KW@0Vq+9aK!p2d4LGajL77%AtWS-(xGh839+r!oXErG zl25wDTTPu72X@bzu!cwoZR0r=WJ7|cv}cQt3a?0pOr1)ELDJOJf4aTi(5XlRem4TY zZ|^iU2ap#|s%f7yGe`EH#ipbbk*_(HgnmKW1q5@}_wRi>1KrPiGP7D1EckUuR!f-u zLM}`w{i3;#vn0Ig9Zh9@whmB3Oas#)T1#h>cFwy7`J$1OP0q-YWLA=#Gw0+&*2@*dY;+T=;WJLdCZ<)&KzrjVMdd%cFtG_f@ zUCp(*v*QmaAJ!wleOP4qQB7lR{`yiIh~NEA^t z1uM;)2VMQALN=s6>#J=U=`|(n}=d(e$)uBiH$`>Gb-_xB6}V2*uu;w3@GFodAZo1Jep7Lr6^-qEMQGGVmE)?PGBk;3i97KA; z>9aGZRvwD<&k?f+!3*U`xO(N zfR%J>~Upny6uA{boZO?slC%;l>suN))%@0sX;^Oa)-e$YfmrUS)t9> ze?S>zTCRR{6oR9KkB0}gP#q4gDq2S|SBNxWa>dJS!h&SIz zW@=@50^i*ZW|(@5hyr0kHBOx_v!-NB%_#0Vc$F^&3OC>2864YyxBCD77{gI5aeV7O z)qayLYay%B${1m}fs`*P2S&vF52b|7gG%I61td3!8M}4q=fuQBWBp8b(ARTG?tR`m zh8`q?%og{7;^~k>$mV_w%PsTc$*w&WqJ4w0EAe>^`x<{4fh zW>5+A`%*7f-RdP(LE-;m>nq%%`l5D;0fv&H8-^5+mX_|46ltWTyUU@G1_40<0YO0N zZs`W;X6WuNg?rSW_j~SrzQ17h*>lcb?|NfxD1MEjAqFmM1Ph_0I68>&@#B?)SLwmA zDjVEk%-OYL+}i9MA@(2Nvxs2z{jETnKm{5lxKC>X{`t0`09+(j+~X?jFEI(!!O7w11WvCFzfDD$-xs{NH>p2p-e+6 z7;(`293D<=>}Oyw=YlW6Y0Gk5i}KK|M)SK&w(f%=h&k^F8G*kUQ^IDOD6sPN4@u2; zwwsA^%_Z(Gs-_d7=oun`kkySCH+eNqb7^{29LLI8V<)G0lm+sza;~dPx*0^|^svxS z33GG$D_^~c@woqVJQd#4U!7;m)HKrG7OMbJDpU*fnAh`8sQ&7YGyxiSOD5V9GprC_&?k#+JD0w8hLC$ zm7bkNf8}@5#rkU>|MLjX2-i22x4{lXm@X_#2JzeJsczuoGf(R%I5hRSm8oga8CKf? z+x`8$fk9kW7WA-I=`ryA**zH)BI492)X-DMd93RDqk+!dud?edJ~DXf7iZo<&nLrC zJ#2|JGuVp-B-v1i8dBgLj?MCZXrp2TU&vs5Jk)C??I0dPZ2|UIQ25g}`^mt-kXN`# zg<`l+ZbSuBw-{KdL<#_i(Ym_2#$72$C_`dtZcH7NF+Fa%gn1BuNwIb)ImK%h-+kIq z?}LzKE$H*Sc_Vfm<476SDsF*PB4p{Y6~Mc|Q4$7kk&sJXKT^AV>5M*bTmgu%3~`r+D`CCgyz$NV>)BTXIr0WCh?FE{@4QCOfUZ1ZyDV9H6-87 zK~gIRht2bS0I?Z0K3C5Of81^&4?>Hlz{N>GYL>}mX|W&B(5Y9>uty{z&-vOwsyMJG z{Y^jh(<7AqU{aK0L^z8~WClO4rzF18vw1ii({ORHLlI`l$BkWqa4a6pcjuPp`-X>K*9-FCL}J z+4`QoF@=GD$JUqsIktdynM7%AqEK^Wa83RWAm_9(!M3Kew%+vAD5ir+6LCw6L!h{_C(@{yWTaz`gE)l%%AHSdn^gwLB6; zyiXsI?z7d^oPU+qzEv|`B}K&h#)%lz;CC_E3?U|Ge!*swPm2WKr=YGl6!QXQM5}4! z81scE4`3K@qx!p@b3=Db&rgANlo?j?h-ma<#-6y00t?V|RW7&I>MZX%EBv~EGe4mN z`g=nu>n|wmNxBCH%jbn@GXJ&a_#OWp7EF<_bmE!9LgwomV(PL3Qmu-;^cpDnYGq>9 z>dU89lb3H3KS8K4x!U^i@d1krEHCOzdPg>9Qld2@<9#_oCBK7~6BUn*RpQ5Y7<)4* z2|P8=H~TNR>jEkbVoV6B=@udBr#l^b#VRr`MmdA)f#LITVf=rn8{0 z3u5}ggVnAJ+~*8YY{vyPG8WINaNd9V_+@rR@p&qD2UBQ~Q@zzzaBv5Nk_t>x=4ozD z(A`b_y596B4{;U0fIvK^9|bNI>gebSgo=pP4}r2u*ms3$t2hr?%TI#_+Dh$FHnDc? z85}79+BEvnb@62?1jhAm+ZzEEpgFXlq$F%^PS48Lc5N&{D2{@X5?fbSS4~F;tghbQ z?d(J~&GLPtrFH6pw_|8ZBjvLPhS2U@R%140w_LY$2PqXb`bk^t`G$ZDv2p!wZ}*jSI9SRxMmyFh(q+FA;XppGF5u zabXG5&>soTFN1k_J;hy>_^T>)#CfqPIotMyxD5mf125mFLOM{6o~uS}Azia%jP`32 zuzdR{fK>TL+(4M=RZsFaF}y5&KDGq=fpvhyi9)n6Tc3u~HOsa-)Vgvca&|R-1~hnt zFP=E)=z(QroQEj*a7~lu(a5ul1*?X4fYD9uFH{6qV};J+BIabj3LBH7*#Ho2TybRbW2AHIRI@*&Z#ex?y( zwwzn*xcSLMr%@8X7~uQd$PV?o{2_^*r0rq)ySMy~iF^wPMB!odYQA^ORx}AJ(ZZhk z{7ZJBnI81;p$8$tl1T=I^mx6+-7+=OVG9OV(uzh9$1AQbew~t8lidS%HU-D)BF!K& zhW8Jt0K@xvm{ZYM1WP0&WpXRy3E)4T?KrM*wVi{xIZSqYPP{4 zFMzj0l>M@Mdg@Z=efGu5dS_>+%zmD4v!9%)fx}%5E%54zN zIPG7uLyZi80!gwuSpeh%Au(j@%E+KB)HzE@{^&70#_obQ`!ZbR$M(}YUG%?s zD%5NGX2Fz8ypy0BDJw?>U?z1*-RG&q-0}OV`3jyf{jl;My!#CAyX&Y|_+uF&dx+Wm znZr8sgIiAxpywL9CifA)Cn~wJ#YtOha6iQ}>8g-qGR~y&Vco`dy$ax^ldO91JZwd4 zew|XeubPU;!t=sUxKb{TN`h^kDjHs)mmD39)jKp43b>YvUt~E0JV`6kALu0moTh1^ z;?qO;k5#T&n+giRQ>CwtDk<=wVn~J^%}ymoO`dW5&-bOwoDNd!*f<5bb|A}JN6)KR zx85QopvcaKri*$KQzcFHvTH}SerR~vT8Dk8D62=?*~9#)ym#^1W%A9hCwI^=l$l&w z%0LaGZ>UcRR#KQnlGBR_bQ*m!9YiGK%{v9e7%Zwe&j;8fY}VfQn`*P^rD7`0pw$w* zW!^qGIbM+}C@NYv^^Vy2X0Cq@YP&1(KHKEte*B^@Tb>U9XF8BS;A~qO##9NB4}hZ6 z$^nc3&em7vaMnZ`4x}w|2l1`=I=5;#PpY|Z%lDrJ?fR8FXQMQ@@g#iDB6iOePy%x4 z%U@)1?7tA_ew!58>VApf9omIHB2_-$vrH4UxLmw$nUBzo!RgW_fVQXG@QP&>x0Q|Z zeMyqIq14CgVV29*^J0Bn=#MPuF9*5eV#m;3IW{%T`F@Kobv&wbczYc)%FRxEXHb76 z8%Zmm9uka5y*#oQ&5?mo(@LJVXyj7U7*qU)?0rBLrhSmiBHv1T`q~^nde#JxWY|9n zKf%yo>D8E5BleqhlJk%+eWQ*|7yLPB-BKoBGXA>{|JGR)ciP^Ao-3D$eG(k@6 zdp|b4oRj=3UWeChu=$xDeRK>ASbLKjyG3DbjgLrNnlUFG7NIkE!MvO`{%5@2M2#!` zF3@Lm*L3A7Y3Wu6)X98Fuo$$qKM1V3bcoB;kxWvIhzm+u_aZt9vl#9(CLN&n5q_?s z(hkS~D{aAOl3|n2$=?utx7``bTadHQOKNab_od>YqFF}&TO2csB)VLsVZAt)f7k%U z1tL^Oy(ZuW4+sTofMYR#{Y$~pb(BjYrEvX$vDJQE#Zq30*Jj_f6P!)BAjCNibL(v6 z?^}11WsKZEqxREr^6@=#Z1E?fu;!i&;9UP`;{F^H3tMb>tj!Z%&(0@=RKY!o4&M_l zN&o)pjRns9@aMzt5`q`nnp2#ZSpK*Blm#Ux2R?<#8KowOqWq3JMU3X6aiQ~OK0at! zad~6avtcHwzviVm*p%a9azR9Xy*QT6!je+Kb#9aD>MPOP5yrZjIZ(B*^KxEZUZ<-= zLw5h-ANXVP;%;s{?=v`_J=5pKPHJ*gx5wjw&@7|;-2)>m$>MQf58}>8Kg(s8s>1DY z8$Aw?2C<}M$dD9`j30ktT>c#XI*)nti?*ga&Wj~`ch^g2cP}TV+^}z-%9r!DJP;0l zeaR6)dd;yAe1~I+v}to;ye*DI{k2~j)nv#LF!|Y$R@*IAM57F`a(=!2y0bVohn<>T zQ2S%^ELCsL8&I>h5W}gIUkK9ytY5wOG0E}-YhGCy1jtGc)kvc-i!v}A=@V#YqC!ES z|L|;<3DaUU7;=Lfa5ltmLEPZ5D8$b6em{tfR&58Jq5J^^O?{FJ2mIpI={}&+yK6PtFYkgwAr`<0&cSXy>=jW{Emtpvtd( zf8DwhWx4l0$6R|UCoAjHwlhAKG(?bl?jPl>4dda*|7$RIGi?U8yb-dkaXY2&*!Lt! zLBHCDkT_b&qm2l+pc|!Tati(Zhr|A`?O##uBlCwoXA$dYJ^>&!rUz7;L-XiuBvH>t zmV&@-q9hL;^;W-(XQtqo2O03SHv)Un-^Vpp5!b9q%8ivlgQ!xW)QHN{w_OU}l@`|a zTLR-&HP6=zfey#aTrDj|+}W9Hq0!UPBM&_;sf9yxt)(kuKvI*Nv;2(efoPw7XtI^a`AM`L~3hXg|Db0?o4@bFoUPPE!`hCH%{srDsvm&H&XS8@0#kbbIdyY-X@Q;j zdbnSvbF4S8)JG!mAn)4|OU+z2kHNm_qk;Dv9iQb6n~D9COKa~_xjlc~UPKn;P5DRB z_Pv@Gl(o~Y$yUDfqErQ?4AS_71f-u$#qKwa5cwkeMt@}^bVvXBM)pmARIB> zJ0@M7e{It`^|Zb3?dsTKcM$cRYE;k;)YJY|cGn2cCIv_(vmQHd!`;;eu_}PG$b839 zP6sB#%mB0mrq~U6%ag>Oh+ok1xP!%?8$R(nolQ=|AbkU@eOOZh541)b8Xhj7t$%p6 zz0G9Mga@0l8Va$@C|!#7{OmuU0h^idE<@L#OLHI;3wPb4b?TD0t@$z>V47%j&q`7d3+kqj(6h@SxCD&4u@scwZzg|1`o<(Q zMu`vshuY8iIMEF)$vw1=)iFJz=8zY%WoYtPoYtME6Kyf^@88)-PZEySSAP4{l`n{9 zW;RyppGh!2H@vkQw!T=Y>X@cqJbN-jV(Cq~C90{ZxxBT7hB)X8LH1<9ZE`g?2Q&{s zph%-=Xezn7KSSDCcwi<@|A4cKF4)< zawHdS!H#{%+`Z*C)n(??ly?|2E_yt9#v{U7{bdR3m@{U;Co)q*k;2iZ?QcLfLKv7> zAtc~_S+j>8V|y&Ihd4g;z9Ne$N<_SXd}f;1pVI%+O!M4`z8A$={F*O-AK~|1y5e}9 ziWdL1D_=Da_xIQ3!{KnF?W3cuu|d<3(YNSVo%nb(CMG7)gRvmx12TO44&W6)7Hw5x zmJS%qN=Z-0+Ae^v8TL2Bp2;JlW<3eaY5x49zTW0LF8dHLp-6QVo7BlfV>lH$4ER+ce_k!% zQID3Eb9H@MJCs{ojLo^-V9>R+M6IEr0p;aQo_8Q8C*RZJ@kvV;^(PY&@>@FGapw%? z5&wC)KWhfDS9lK4GHT=iJeiPP_=||Udv<{&fPn91QJeFKHQ+2)Yw01aZdY*u~` z>XE-2Vp#aWR~33X!0s_lo8hxJbYS%M|OIn=V(-m6eqy z!(%G6Blm(qS-{kUR^yQO{bQwiHXX29@!u%qEhRwAEl3J`9U~mVo1b_iG$GD@e# z@)Qbemi3MaLT`3oWB(W7>MQ}Qk^wX${uh9w!S1eojaCBcDG@I-P$U zg~%)@UGR-+d27MPDUP7(Z(C8~?>~GEZS5MsS-v#9ax|gJ8CHh|G!6#?1c= zB?l|T9{dz$%m{g!a(nCJ@DW)wbUge506~^R+;HBF2HuS7ZnV1gMH$I+|0u&+N^kKwQ!=?Z-8dw#6ExerBjVTmVuSgQm6ZJ- zR`Q8~@kv|dmy*ytg?&pSnnh0IwIvrqYGM@TeVV6qbhsF&V>CSU^6L8vb$;NV`x)aS zvy(?Jvw(jjBg22BJ?P?ABN5*$&EH40ZD)YQ^iJjGIpTeI7tX`S4{u)uKBNHb8Jg#C z!NZxwos8hw{q{xMT`xP|*N3~+!{ntVC z;1W{808p-7XnDIorkLIfTZVsMO9S9A=#z{mi=;KK#$*i=6y<8W+@DXwyaQd05D`#- zaaU*v^kvnRG+)-i(IHi}yK_XJ#N`zu0w)OUsdBr6drX9#C>VpfO%nZ8Z&fRf6yP`4 zad*KFNx*HFxozDRQ8c2$sH>7W-t)Wlcx##_BhQ&FoUE`S2ZVCn2q(~*=}y|nkn@Fz zKSQ8ERNy#f`bzNIBa)7t(~SWGn|a;GZUHbO3HWO23egupxW6Uus7xUd_W&Gb!mk&! zbx&HlM9AE_i~fBo48W)IE)>d3Ak%6?tRvG#zw&`5%M%F{$jtmLw6A9vFVRV39=VgM zTfTinodlCCv=HGW^7Zd<>G|3^u4`|`8v9o6ueP7^ddYGd6X z{5vwqO#=Bx#Cm{KAg5)m+cF?kq#UUJwR)RDlzJX|fX5{V$A(xbKxiI$D-#Zd8(#lxIn z7PfE~xS+=9>FN1xd0~}zsbnP){<;@>sj`zP+QJlgLO@Fwx^_6A({d^E z<85ylZUol!kq48iE5Y8c6;@1zcmO5G*143_o;qR?_#Q7yJdqN2eGFoa`E4`O4frbw zpaOIY1jz{ErKX3O|6@nYRoYdF*zE$#D-HW$2Sw((mHyRF1mA5imK=^^X?&CXM1(s!{Dh{h0WkR>@ zp9%={YQ&(mMl!%_6`9{A6U<6-e+MU!Q&A1u0~gLuVc0v_jsPCcVot3ObilR^O2EMJ zf-oz00MH8e&L6O*Ql0&Jgr3dw`4q}hO7IOuH<4H*@ylb-Zyy{9<=UIGlKka(5;V|S zU<5PQ=n70%%a83HBEE4HB@8`f>Sf_7`*mUJ$!bTA$@5*)2#kPq8Cm65+4g|hsK=WI zY|oKvC^rpJ@?;h9jgIFMt|m1rY%b3tek7{Aid+N7=pJ$!E~|90#s~qC_h2F&Sp!}v zi(o=z7$XBiALEbhpv-_<>ryIZw6HZFDzEs)8aGMNx5NQ0<1~ z&307Q{N|@%fhzXSzbYKPo%vdN(rnge#~|C(2>RUG5|TR6XON1YEdjrTg#E77h;)Y~ zCluf834b{Q(#fFOm*y50J1oPXS93Erp(hYx{9R#e!-wv>51E-%y6&Bav6IAC_tdR&<-)D>+smf8nDg*(l@p_ zo`ys)V5M#Ads^!q4$LwN!lb!Yk5_O=N^b?GY9+VTL zEPBB(O@m&+?21Aks<5Q-)bltp5~B{dPHMqMH+F#KneJCJZ|)s=_1-juw)<2<)HUVp z?BxO6^K_>G<{%#n3u!6YuUtsAIV~+9v95bRpx5{mvN!zy=ER438XtZZjRJ`Ot~0^@VH2 z7{3^6%>E-$2|rNw<3d=Oz9Bf89_;g2Yh7Rc61M*O3mnHRv7|CPZDz{%xDZ=*fJEXHbb1c{`O=I!bKGU%AN+=Vn+jk&KnaB;3fz6g$lGb|S2FT9cO4zj>-{Lqu z(+=b4@dJVT$AzfmUjgCm+S)S}HaJZA^rB>+<8X?LlM@0|^R^#9ei-5_P52I=N?oy~a3T+=j{TjQpqvSY zm|&jtJ^qA%%6C>xA?Ol<^!XMeC*=NRW2+)8qJab}P&Ljlc=yAs9~*GiSA{8fJfJ4(z~<)e1Qi2@R}Hq*}s?-Ri?o3^@$2_E9AKMiNrY$zsi6FUV0Y`5sUM7_-@P6IuAHM2!E6Gi1T(8wDbb;37Bb>n>6RftRWVDZ;7eQwF(Tj zJmdq6?Gnp4mum6^1_(}lHM=q7qX>w{B@2rE4R=l6{VswFC9!?N!J#^t zsxL2){hlci?J!au9KW(+GCR(AW)cLat{=n%DIh#~kBs)Hjv;8frK>;1B%@yc???fA z{NL*al7lSs{j(|xB9MqnvQe3rCA`8qSYimviG^6Vea!4 z8jB?X62P`RPdR8Ak6Kwl^VwS#(iJ4?4MM>*9{RvbrIw=!Y>+YIAHl@t&;KrZyG;kL z@__rE)_Sdk5+ejxtN-;FX@hKb^;X{fD7j{ly}0-H4`!v(AOV3QRB=Ri_)&iKEpl!g z1q=jo;71zI8v^1Q4N%sJxkRt9kI%x9QS_no(3#Ig<>g$zvj@$hA-)8($Lq(v0t-)8 zez?)9g|G}IChEMT!C{u&(2y+X2~h__@{qHD`F+LiAD)#M#d0wm102Tr|GL5JjN(Q< zI}Ak1s`KQwN0ncQem@ie$YG%bHlVE(lf$0BRjF!kc_JRRvVYUaDaysHc(u|iLGqT2 zXj0Bh($>}7 z?L0g@t-Zbbb$oue!1#{#3Yk8?d^fG|a^(e!3Ux{K>L~^E#f^AULP8W(v0qgbIr6{3 z9tpx9ZB1Sp=JhH9Pzl9-8-*R4nq+=mmS9)M2f-$TSQXkLZb`@kpGM2qxqMFlC~aQX zA~JZnZ-5d-yy?_%c{#g0Fu=f0YA;+Y>xkj=CW7v{a9@Y31S^S|kBzXjoSc{K*WDZO z2Lu6wx(tgP=OgB`F5*|>uk(eR1v!Ves^=>!aSAcOj=HHa_)$XbPC4I|D6+vf4;Z> z$_<gNL+@MIBzu{Qsa(Z1E(tJ87o_;ivdf+LR~wtrSTHor-*_-utFf)CZ_2QHf%Fccx{e?q?8J%q7+ zNV@!Kfy4H|gpQNI_H0IWzmL8~lv%-RtQMUJvt)^@(88AJXXpu;PV!m53Im2$>?$Q7M({E z@hiUs`&!qL6&4l5kwoC_6-P?xV!0u?G@qohXSe|c6D%s>zrkEVsdt;>Hi?X}Lx zcZ64+YOm0LBfBSvw7aW_fxb9Y66n61N89^nBQ~2aI@b}Tm9ZpAu%vp|nLy8D0;va^ zxUO(wLX!4bd-dxOBv&p>P>>v$wJGOm*S95-6(kx>n zS-3C(><40YsfSN-IopChT`E&6-QW%*rFVCSNEz5AvFJ+XZud@ay={tt5bigKYynrI zj*N}9Ps@}y$hkLVODTS!|2+A`cmoq5E*`4=s%_lQs(`Pu3OACU83J?o_Mj~M)|1R#MqoasDan!_9 zGtZy&U)__CEWBP=SQtFer6wU+M(PEW+zOt+K)ZQy65@I>K|xYHJiG-cbITk+PMm<% zaYR9pN;b>wd8R}JPGL>Uwp(bL@tkn<6Z}QUvr)`@sIVxCL$ka}Y%naz04(1h+RC#@ zgUiGwUs0LyUTXrm8|CE7vn9XvA|-{`(2V()NC8UB1#j5S>a4ByVc~|=BS@>OT-ly- zURGdf=@9W3=5?EChPlQt{}e{T_NHrt_lJ(n7evb!nnPn#Twvad_Fi#@b37^7a?SYm zw$hSlB33rd?Iq7xB0{+fUn&p?LUKUJnsr+x*oeh-ERr>;DuT9r&RW`oSdL}GgkV3VR#i00Re*P*3pqDLKcL+*dvfI z2))`lPF&xY19MOpD`qGYSt(38Mts)`GdJ23_K@^CvGbP|0uAe;jh-IT73{Dl$OzS( z9oCxOwMbHPpmo`rFV|cKLT~+5OK3 zO@#Dvj5?^K^jartK%6pFh>w#AW^apbT!;G9bdrL~lNtA;nGX2vv1=@f?DG72JM_Dxo_Md+%>6u9UUDoYo}_aRBQ%bEh<$3 zw(~2C!N;Hc@K)ChOD|kYw_2hl{LvAc|1pOtK-XFq8ZQ~dYScvXvc!Pd0s5}G#dYgZ zQc{xq2Q4oz0bo$EQD*M_Ods&N^ogs>)#)2xZ*jn{BBYlm1k9r+rRKao_IQ}8GM0N0 z6c#?sR1Hjvf)-fuUWYa~_%FXZ7##sMTRv z;7Y;Mj-m}iXe-W7wU9ofWxSV@G+-jwXcS%UFMd~gT6K;fp+7J*bm5K>w*O{(gl726 zz2x+;WXpB__q$^L?_JRY-j(l=REJ~0N^4{m)Y;wLUSTl+1r+|DP{tjT%GqUrb%p6i z__2`)69xAwGXKWRKv_gce>fFgXnu8o8<~6J(Mwt!DxRN8MfEH~xDQ2XNO`4+wCvj} z1YZ)vGF+reV&CNTp<(Kzsdj&&AJSH=_@&6h*09c=Q;VDUj-cj#Lpw7mr=O!1^<89& zRH%|&u!7iCHYrk{Ic#if#Fp8faQ$q=XOySENSJ{Sx7|NJqMI!;mgJ=tugJ)($iCIr z-C7bP5IW^KeNyFe%I961AJgbtC#SBax{L)*TP%k6MDM1w-=Z%I-RvF|h8QUh_}%X0 zBZ?Sr5;;zv)gSDnLO5yvsnmJWF!@*Dg@>raob9k^{xqFqd;G%o`f4=I^Q#4EYA@brN^O{AO9Xwnr z48hsLeG^y9J#Aw>ToA`Bqo8O+40We{Qlq%^q^AzuCApwzjYmm1tYgvIUBl4EB z|IMP^9_-2UD?eP5>lWK_A}J5IxpU#+Phv-SRd^!8PPW}Z!b#3YnLlL*EfJbp-Y!bi zy9zrWpx4sny7okF)>~&Wt&J?wOTlQ9c>0jCF(&08X!WeRy4od*kQGP7{g|rXW+Rl? zXjxwN+t9~NC9n=)&;hLAyML_7%3n}h?1h1x)cMuGn_vUL2}z=s0yrqc!VX5J#X6~? z!_xL{1*QcB1R%8Sy34bvV2?FYR+X%`dY=URF*&UY8u5U8lO=soq@O=(u%-1CNrZX} zT90Q!1z>Mp(1J>5hD?KdYpX$;cYNilKp4%<<3d8U)VCe)0L7kxiza0ro|u-9%e1qC zwcBy1$8=cWQc|&SB=h#BjFaY#51ixy8QqIjzTM1NMG$>!C(tXPY>{VVX0yjaC*hsJ zGHL%7OFeZ_f-&9)LUu+W5+WjoTVXU_P{f5@g8t(?q^bVm{Pfe2f!*q9qj#G0eY60f zM)|u(P$3Hc&9sH|O#nhBD-SO(Gv5;|rl>Y`AjFha(SUBVHB{(m7O|}C2ORz(-vt69JK91vBww$GONSS~T+Q*suU^u0oIuuc8tf70y5mm5+1l;U0FLkOS1EXGU z>)tJ)lH&=PC=TY*V9nPKjR)bnMnv;Uyfk7IiVO@nwO#uNkre0^htM-{8hYxkmE+VA zIU7z^%lFBmaeSWAs$Tk;r1EszD4Z3sn?6;7lM4J?EL$EPZuDZxr-5q0x>J-3?XcXm zObkonm8f#4mRz)TsJ?J>G7LdXr!w8!c?a`RoXzy~G;%l6XpZp$k8-$eUeMWMt>dTU zFUqbA|1a0esE%BT)%0+G7r8I;2~#~FK-6xo%G!bVs9Y4+q7fdCyh7Wm9 zdG*@}${kx=$vBf)9Me98FkG5Or2A1Uh1bR?CfCn0?;|=~lH1WsNY=K11KOVYZVuUP zz5jS98TEWd-!nNy=E4N8-PBm_Qjdw9Jq*C(&Vd5eKKe(gewy>38M)bj)K^6GV(}me zZs|f=Mlj1Rlpk?yYKk$!OHt`*M#s-`F;D2cuJ0)*u?_>M z9M>m&7DXth-8PGv)2q@pF2b%jaqgr-R&XIOi%!?%$Jyax6`1kM_lMn&vdmk8?033_x6Tqa$EsdqGf`r+)6GL8sT?gcKF;Y>d=h-pw z&mKQ}OXMR@3TUr{qBr}I^Cc*swc>f;E0;|vkH<9dpj@LD#V*D+qM%a0_6bn$!4!AF zj_Y>|g#mYUmwomc%It4@CohYR%Z=qp(oYbqt*q1-;EC}!)gH=aSp`qa#Wye8Y^x2N zB|7n-v$L~yPZWC%lIf{^=aJr}QDLW9CnRpzE~-B<9kKzY2Q>>iEyLzF_}2WR=KIFb z|G)T3JIH4F`S|-+0fo29zezVR)_HnirycQ3>@YCaZ}I6@vjgGfX(L}GPWO^g3uP8L$sMv8tnP_rqoXsw>epJne;@tP-;X{k zYz|S4GG63r!F55@wTEk|c9y;DD8PwIPp=yN#a1i-v!|q)-ZqtMBakH^RC>LlD(3mk zHoF-Q@9{bA^+ZOZcfB=)6nE1_2r7s+H%9$hhMNviV`&MAUr*6s(|#(Fs^%as*xuKf zy}ZK&V)1EKaSX_cr9RT;$jg6&=X1N@7%Cxh!uFlNeQw^b69NTNVX!p5b=J(WWp<{> z@R@B=4obluEv1x~&f=z~rcgma-C}DS(b)WJ>VovyLwz2!bb=9ve-9P*-$S9|LU&nL z-BWfiBL@o|@@!iC2e@_0mEqx-g$>}HtE?g-l~2tb^E_TQ1TV3dRz>pj`$Mj+fXL~( zR-r8%F%=^YOZA0CZRSO-*yUA!?7fBQ_4b6pyfhv>geo9zzkz-kga+#$CF<+Oh^4xu|9{>!1 z6Z{irqJEa=GJy|COFRewUj!&z`EeJ=!CfQf`X=2b?ZI?l%Ww(25RR3oQ{ zhDbu~%&o2CM3sA7XGp^VLv!JikD`EOU2;pU)b8}0sUW)?H!M8d;02~>CUxN; zvbn>k5{tp>W=;|opCB(55(uGL5R+k&R{<3jRhVpzN-Q239zxXSV+p7D@1OgRm-Os{ z`vwPJbTOWn0bp%EaN@;Ue$q5@N-i>uG5uc#709r>3*`(XON~9r@PwMGL2 z4C_P#I12_V7lM~@+i&ioq^_FMUqnP>c~Sth`TQmKwM^&m*QWy#)~|V!+^yf`XkueM zo2`jFbeJwC6!6FuNktKNk73Ks7cUqlxtM3nuIvdW2ivl0tG(EA-nvhDhQQMQDK&Mu zCPJWFuL7FTwSn$I@nKW{z>ZU~D4B{F`QZz-sGm;U*8~-SPR-&(0#X53WojqVFtAMI z9J<6ZaN`quNt@)Yf_C9uJr;9hJ z0k+JqZhgl&Zp-)Da4l`ppf$af`AapO%SxT|dG zKG|Wg>ji(bD7MirKy$7u=4g7XyRmRh9qS?g!BkB}gve1solBhAA+*hr0mCP4eSMvY zhKynzMjDjafZS_XgztIaU)a-HClAxfCb?+o!myQcr3WR+0thq@mx$>T7!oM1{!{{7 zKncD`d!4!Bkk!nb{~oI3HSV`J#kRRBy8qnb{TZOptVtcMv5{T3LMY$$N5l)f_t1O6 z`brN0n2R`WYSm_zqBYU+cKoLimF{Qvc& zg_g7e_5h}0>@2@Cv;9r2@lAOhbsFnE+AGr668!OMleQtZDU97BMR@@c z9Atns1nmq=7XX8q1RQ=+Zb?bf((tikBOz70e^)Vwg8^UUe0B=^_oKfPY_}%uGn*+^ zAD_QdNzzux@2{JY?;Uh{PW%?sOHbE5cG$dKJ*n}4 zBlZzVoFqo!?sn<9=Ta-Z+eO3DBRak((Q85^>kQZ2mT%ew)D@F9qBOJ1v-QwN8xr4^ zH#_-$8Drq$!d+cGm)L$HINcRR+yM-xLcz|y@Q;Er6ynk>)BQcx{dh>~8-N)E#EJAh zf#TlYf(uRFNGAmtJ;u#bFWIO0 zb#T3RJ|4TFcWYD^_nip%lM}XZ-@Fc5ayb`neDY4i1{giQFrG3b;HmYbe(#b#-Q z_Tgj8KL!4d?sxXvgq!!bznLUmwXgyhtEN+Bm0*0LXK0KY3y>cWtj3@br@W_XoC}qUJZxig^8=-< z&R@k>@>saK!4bCz%1aM2|L;}ClBEj=1MY0`1oJ@|gvIhWYOzONt{k4stgIox+^Pt? zZ(S%vj%2vVuY|=Y-gP1rxW^pCO4Tmu`24(+`{D7Er`8o@rx+2=PZvEb#dV z$jS*UJPOt|O^-^|fx^L%=!6h``jePO1B-z#3}rqtqpZ%`I}ucImK=4}glmJ#wRk8Z zf(d2Zz;EQ|e+tm!>5V1b~i#tL0+?w+m&2`9*%i5C`jXS(x#h6Bdj`uCHG?3`h`(yCi<|)YsQ1 zuWeS3bv|d8>a&v~B_++N5#OPFBKnKZVF8SSg7VuVt9#Hk!Ul0`pZF&p3I4I{aTbzo zBc5)&e}&{Db*;Dg;}eeUbV)M3>;dLJFhtsXXb>8PfQ}s#blqvEAaFCLa0HUK)yHW% zyBCBrlf@wP$*Trk3rrV5$3YQ&wXMsvk7BtvDnATVBt$obWjk5C)+ToI^sJ|3m?T1% zSZmkpWNFrFE6%}F&Ef}JzTL5)W(7?2uuLdC@-bk988sHtdetnJlhbZ|uzOSHrk*M1 zE_$<$4;b&SX1ZA)CxdHjLk~FQkAcogvx>C9e~DI4Vpkm83;UaYAdQxNgbSoj0(0EW zm-V3wn9=$M$1!wpJJT{jKi6>eg~jCgT1P2s>%zuys=bphB%i;0R;rxH*+i)cMBx#B zbKmqr%li&}5ov9kg8Y4nPozP!V<0Idc{nire*$r|=xC$E6Kbb;GbmGuda;rPjVpGn zv-Q9POoZU2jzb}UvpPpquy35IC{p|U*~5q-M@|wN=HE$>SIZJHDx<7_nGd?1NlDF4 zK#<5p$OK-ETzX(CDdE$fMKuzvEjh*#&jHOxwCDIy-12bi99^Iu=? zb9lwM0baIPy=T}ju4)W_`jBc4UOX={(t2-L%0ccZ zHE&$I?~+UuQCPl5eof67+=EQhMZ~Uv!cfa1uOTn}c;OK~RodWvOl<3R>NuPvkUO6B z$KW8rjE@JPzw78UF%hS*U+$l9H4-BvBGoO9vdB2xwG)#|1}~A}u3hX+OR10U&v416 zqwOdI0{D4fxjwg{ogU~_p>pZJsp8y`Wy z7g~C81=rN5Y&s29$}b#9ZZV>ugwLF}7qJvMH*@M0bt<~>S|Ex0xuw89?mK5)=G?e1aj)n1GgjIz zlK%8q^v4C$Ax|f|3eCR~2|m5g7-VOE-FYVh zWR2RA;IXRta$1?7Ugt}!y-*qi#+kf7H0rpnbNdh|{A563lH~Y-+vkCurdqfpq6g9O zNrL$6apK+{0%5=;*-G0|bW_<{zzi`4M%>j%qHy)cF)==&ukXW;ekul|`<_16$c>C- zoCq&CKPMit>JN;`V}guIHK+46t;I~W*YmJiHB9sIZMs*ur+0a};(o7uwX(xjsSZs| zOQp)p?n3|<%cAob6&1i+isybZmZJFrR2ij)ue}q)z#&Sf8vRG90h*M{9zJ*d;jipJzFBcB2$;;?1WL)s{bNi^hZ5pE)= zvn!3~8kOYz;b=%YK;a;FORO)D;tCnFB~kT_rMRs-lTySk#4%Mcgr}_}IW!gRFU_}z z@Tax4E>T~Z3q<}VX0_-Z{hoYzx7&BUDrA}lwZiOA~0UE{Ku{r z=GdM^mD*>%GeA2=e=(klIFGP!cXd90)Gnlm|u5vOJpEczo`7Y?>h6A>^ zgadEpw{0>-%IsgJ%pe)jCut3tr?i?`YZapb+l$+6Cf&V(`BuMTIEP6R1C=W|FJ>u& z-Mf-|c|X22-$y_rV9#-w+{AbRC+T+^sKDO$VM>sdm32P9Xh7+5@*8ojVa(i?lUyaI zgD+JsCuGa06PEBywg~BLKS(-!o&K}@FLHt_t8un*{;j_b1+(1OT80%srH<#<^wJY{ zBdU(eGgB#1QM|-YfBcLzx@Why-Tz!%h;Won6~<<-l0IF<6v!=pOfSXo72ba7{Zm3B z_q3Q**>lr`@Xo;_P5Y(91{!tK5C$zc|0_oWKlev$*`CxUmfPE9fWYR>H!2c0vi9-e z$!7BBzu*3ryT!!%14!L;o1JA~RGn)AL{}Q3wsbow=%jo-j;i|OQ&X`KV;?=tS)we! zh-PM4_RX1J_X*I60=krwzD1XWON)nit=+q|qx*J3$x8~yje}W9jUdGnCk=s1Kzs*c z~Dv#n!lyK2G<8w9ogItpct~>g(*J^ekpM)62LdY2|W29Ew{k{ttC+A zsc>0+&(0;5fBK$513u=1is5YdSLSLeDQm=(WG^>gS=U>v(=KbvyfR>^6U_6Wa)fyy zD@7Ndsd=-fCKonrsXXYhWK<6byw1%U7BcfcQDF1JZ!wI*k&FvE(QGq)Up)YnF0RV1 zF3=6CN*3QGQ&A+L;I_lRO+LfbJ-2$@!h8t%`qdKZ9R@j020`Dz6?b1zkBJ%jx3LgD z)UZCPl_CnbHIAgN9&%1ryx0=09x0x9RLrm+X;2hVQpV1I_)uQM;L>9JiE_rj7C;GYb#K<9cryUYZBn|`g}V%S8T&QhFgrG?uO;-aLb{;{TlS- z|24hs(FW~VBD0B0_23x4Pf7pPG-A+-x}3BVGczZdGWn}>UI{b)pv1pb3SAsc|T32Pa$_3sHApvirck`zJ*+JrfHd( z1h~>#cS78KR8l_U9+x6MGwKJxX%OJ4FR^`VHnZ?o|BweS3SlhLX{c zJ>`$e+bmvkl6~%b6^&%LSU2%LxtP`2rV3({fmkmtB3x2Z7oL@Xb|6;CT%-q^zKt3a zQa~_gc*Y1zm;x8+?E)J#nv24?eW!LPp68%hp*_MD%K*S zN31Q}cvqTT5CBQT>PW+p%SDi=RC!S`Ht%iLVI^icrM%6MGhBXe9*M;Mcc{FphPo zKGD&B5Cf0+U%vgSjsr@6)Rx5u&gdAXWyZsZpD7?|2Nh1By>(cznS#^twVz<@n1u0E zbHuN3w-}k}u<$cxhpR$m@w&4%RT6$i+^V=2_^UMVls{Zod{L+C^4`zR#(6Va(@4zr zsq#VH&~iS8Mz7m)(xS9ZmXAE~@-i~oU18!0fMVO&^kOxZEj^?SAU^VeAqXdrK6q+iI*JDqb(EpgD`Vy{a6i(wK@75bt;J z{bH49bw(cgQ4`uTp;46}{5)a^5LXX=b|0^L5;xVh)RC3p{9+wKMZ*dJBH6s==FcsC zPc!`7+%$DL@Jf8pG?oKEUsO~~%rB81Cm;GTg@Cyqqj3@sxR%|vZfgvv$QA`MIZ3t-^8{9cg?~lU|k;wkqhi~V;QeRphF)nbMIexif*&uZdy!C8e7x?Sz z2cIT9JR&iZ8as0@mM)&po@P}C(xV@4W(~l02<9ck@WmyUs!iN5-)LjIak8q}R3+~A z)PPy3yGf*;)2({yo+C~i)8_wD(nrO zuleN?ILpN-0)bz?%r44$?RYW>@|}|eJ3wV>art6a)hzmo+;C{KP9^qWzh8S*?8@Il zZP}88b#ix$J@|#xvSvkiB6?~6eouQeDK#x3FxdJ7m4|Dj^b6^LQZV9A18&no6BgD& z9%7PhW~b>Q1;OWl0n-L*9U8JX#SSP{t~CoXdokf0@Az&R=z9WCZz3wYBiShoIxrU| zlE%o#6u;2A)v)iL_KWst<5NFGgyc!R@_5_|PFZbi`TBWw<{ zJ`{?G$L?q0bmfLGGH*G;sL7eS2lF9*`D|Ss-Vq;p6wKbS6 zeRU=EX2W)QuMCaUdM6qS3x3I2s(Oh_rAVutn+1|8mjMz>xONBM{+Qk$Dtc%N*TCmm zeMK-+0O%G?M7XRCd8Xuhfg#q+!ow3YdqWf*%dlJ(|Gfd-XcHl0N{x&l`(&kN@=8$X z$)QnoB@jih&0a{SPd+sqUe)Whm59l)X1W)d_7shI*E+X^DWTU2yn0bH1l8Bu^is7C zCqE(|QJFk#AE8{G)YW@)PIEqNVXekakWdwl5of4sW5WPoT^QCZqnFcFIPf91NvNW2 zWCQp6scl!3rsj{aoYMp`*oA{X7Re`PI|v9>0gVokEM@o~QOwAR%u506TRS4{)> zua@Z8F|T$tGo^+C=Vp;hMsW!VG9jjS5pXYr!;%&Ap##-18B0A#U&Z|MO}(Ga`xn*9 zMayc*gT+xjM@B|UlnYKj(ul(PEKt0{C$-)6GLZ?cdiFODOx{IcP|Kh1tlfrtw99SP zd)?Z$_v^~Q0-dz#ZFBhk==`}tj&q7(z@GZK+Y4S1Trx(c^i?l%N9q^H7Ikiw^#DW!og7(sf~t)X3tGvn?O!V z3c0a?vMUg=MUnU@YnBaWzqz_idC|~fm@LmC3V>-I5{yNky3B#aO2riECZm1 zz(5pH3kS}~-UMt#;nxmWMvX{@r3U$`>Q-*xAVs)`^NjPC6(I3u-8~pM<(zD`C z9^R0Niu;_WTxEh+t=A6&(A*Ep8h%7~Yz})~U`qtT5+;+f1QXSY^(<8(^TLY+!UzmF zP!Kvq#KgD=d0B-$F~k>G8w|oYq09X@SVViM4bZ@iJ>|!;*IsM1d+S(a`)LB=$ zLLAMKMw}^vn4Jq;OsD6zoM!_zn7*u20S)L9)5?xyAU+$L0CmIbl+rH3n99jT(rHFccku1zq2Gy;tbNz z9)CyK0g}%B!9Lax3h(n*P`pdJx5{ zWDb%;E|7J)vrqX)U2%08Tw&9VIxXG{qXmrMP}SGg&Jbdy#IjkWe+8pOkZgZ5b9bNj zA+Rzw?qVRAM5egVW=s9rfEIyAF)|`#CgCfv$MV|vS2z8Be7YPr)1oEvM1_*<_6bkS zk0A&`bQVl)W~8(FFu~VFneLAQ()c{?<9zwTfF*oVzTDL%(1z0_i7MwX-xUR{D=v36zJZ>dhk7udv?cv1pgxV`jd{u@F2x{Epkw z_952skHZEp)sKzQ73H5DvcI83AI?<-?S>phxH^2&nhy*FEhr!jwb6oWQH9FG?dK2t zVBm-14a`y`AV{4YF<2|fa|rFiSYvhjxFG4u!EK%+pl~K$-c=JwajAK#ud=_k@Z@==t$@dwQ!gGIW_q5cnxgt3VX( zF;FSNb097iC<63ZDBdOtX%d)pl)*a>dLa7-A$oJBh??IaV*}FA9~Y=HhU~$>d{l3s@y-39bC_m&BByvs&-qUYaFY+Zq0b=Z-Mg-0JG7=Pz76 zn<;dXitK~wMeU|x9*R=NG-|(BTVMsM04UTsipcWe{%j^TVNS6@U*s{ojgRyBT9Xqp z_=o{3!Ki*4%9Uc;;Pp-rg9PNNH4ctrMVhh7$}$w6JxBYw?+MutYCJf?U=qZQbI4 zNBN8^UkccS8A0k9kOf`flA19#WbN`iujCR_(ul(Iy#Gr#=^%U2E9xuwoAI~7L1Rd0 zCui#f%yMir2o|@UwN+d^OdHEyh?^YaOrk^akjKFgvS-eE;+zP9gtv=RTNP+RVvBOU z9U?Fy?E7IO-xpv$571KG@`bXu!h()fLjDXquizl23zP_hGEj3(9G$Nw zP9n0n9&;dpK|#6iL$r&@Q!J?;S`-pgfW|Y{mkp1ub^^9HGo>+87uPDLIFYE`5pc`_ z>#&s&=mboojx`YZxSxmBbaiwNS0nMmo$7;wp>8!6fZlEIkMAZ~JG`BPdnh7bgo%xl zDI7(mTCDcEKT-o|*od6)F?pC7B`_dJ$v^h9J$y98G5wD%mMgK|jt>7N^8vtD@*z5q za7?UOUhIp+4uVCyr#Scu>o;uOda(JfwMW}d=zMW3s`|L=HEW1`ER1rlVd^i^IC51Jd0FT*JafR{xt4lqOe)#RAFwN6c5Qs zMBDW77{I2?lGxv!8QrF8SzS@x=>zm}iw_R8L82Tzm9XFU{Sw5G(8Bgf#?;|wH(oL_ zV-fdxLvmFH+y0|d>dbH4i}pkqY!8HVtb8@SH`Kj7CVuCfFI847IKJah-l)JEdru%> zR|SzzZDSh+M^7ni40~LjXK>!v-w#9uJ7eN)0-Kwg%k5KNOicmZxR-@dTNhNC|2|wi zjwjI4VEUGP2AP1{-hZw^dBdS89yZgaC3JRUJ?=JiCM^UZx$uLb>WwVIZG1}~)C^$a z!<+fV%44A8<0l z^|Qeu8=E6hu89x_9v#i3@xu|2fWwE#vO^(lvHq@b4Ah;>ZETY*b z%UN-wyLmdzb+kmM3Z^by0zxJ-qB|gw5D#_z<1z3<3zKr^!H&mV^ztk_iqO;k8+p5I`N( zXV*ZG_5XSImMKAf&!dHGVW`aL+8!#T?6}lj%!8X}b_{>&d`}ETFvh+fNjW4vmh~2U zxItAZk8FAn!E-P=HDALo0z&k6UDhCJZP_;a@a7?Q?*(O^|8`qE)&p?a6k8o;U*+ER zx}LqsRU7V%Kh?!Fux9u`#pvdAt%4?rYy5J37h{JgJ)`q38behP+f28{esm19`3lsV zhR33A9Fdc+qsGk-oUPMwiA0>7`+BcB4??8~GEZ8AV6}ZKo%zrUwuqer4Ok$B{#(|j zx#*tDcQ^k%iHs$dME?~mEplzAr9QOEMgG%6Vo51YAx}>jiL^a5M5MU4vZky3D><3Cj)Y?H1+qffMRj5){ougn6FG)4M7y}vXos&!})u#^r<_-}NnDgKzd z9%3f%5Ab+}$Gge5NNZwI4YniUtCc@zL`7EfJ1mp&ZZ}7Nbicp&@+PY&*;TjWQY$Ww zLaOTGH&~{oJY5RypX6qaE$U=x*vtFDsPu(A_%0#mLsb4YchZj@av4|(Guh{F-FLMc znd$PbOO}$5!H9m%-l_94AFOy+tt(mn+g9Tdex0e02qbdxXV8FA1o)tdgpT=nit?4; z{bi*v68T|F-!#i;x-!&z2gZlbk`FD!B8jU}NVl}}1s7)-jjA#nu$NK( zIM*rAs09N~EdVLQ4C#e|gP+sWJJizXT_?$f+AFazU;PsVeV^W3_p_FC5n8lGWF!OV zHX3{3h@9}V?~Vg8dedwU74N;+8ew55p_)|E8FBSTax|-&Zwcu5g&K9Gvus5bV}x~05wq#nj*mGF%t7^3fSsb~9)H7)JI$COflaU$U!O|0%xtm8pPqhr z@e~M4a}7RnH|0PNK1F5w0dTfJ8?{BXNh1Q}_XA)lTibG6R5=@yR#d_AT9j}as&Ahb zWkd&xmOtzV$3FyUsJUv$42}#*9uKVfFGF31k7y7foP5`X(gG|1|J#LR9`SAG{gGg= zu8=osFf=Ep%)GgWfcd*e3r)yYnyG1l-az3$(4^x%d@`Na(C~0KfUgOY+VO-a`V(a6 zTOVS-2t==)qe(MyMy`DmK?YCvmq)+6-c*wCx2lC;tm$XvPS=KdO@;jLB?zam9*;!8rCb z@E9y;L94)Hpt{>?X#RVQkl`2^G2vMc->bVX%Z-0Ykf`lKDX4ol7K+`-7&tn0u=dNp z*~J5V&cr!R!6!vUWS}GuiT5U7D$xa)pLr{1^NxGYa#^c%GVI=kLPE;e&VmX)@#?nD zss0%6b6CsncazdNGi>1@RfH-QtB{{*HB}E7l^32T5mX2y*(Esk07v&O*Xdg`#+zs0 zGqhEP2eFP_D#fY?# zC2Pm|W6n7l6!iQb5&m+L(VN-AgUP_>O!BwBe7aPfb3ta$ZcHkxAaqk zCm?s8n3(Vf+6E#bA^lvn_4MQgiuM5%h>UCxha7#7b39q}%^^tDW$neYcSTLTj3!gR z|H&7OnlE*bL(o@@1itzzTf;fR=#QFKEWy33g@%=ifpG??)(@K+e8=?6{}0S}`41!1 zNOMPG%>Xk`=Kdk8;&M1Eh;{UG=obe!DHLi=QDVMz6^3b;_Nd#Eg0VC(1+}@kc{#yE zQc5c5L~LqxCk<64_BlBr*ryOT!>!IX7dMq} z=bGmOECd}a$!?ZLHGe#dDI^7|EblhJ!~xiE@CKBrfuVV(B0IZl zeq9;1fWSKH_M;t5A4O&iMqeF)uXGYmUD+4 zA+6Bkjj~&GYwq^(r6%WutlEZ_`zokc@E%4@#|ePeS6yM90JiQ}>T z#fsjmhglGp~Z)VC1lY?@y{)E!aS#p%> zy;=?u56rc@qHb(>V=4GO%vw84?K?&h*S_l+lab3IIaMR>jvlr!|MTfeK!#gXpd%KT z6M?`fiVULnA7DZLN1+m`Q%vS=IEt!Lk&?f6Z15d_#luTolFs_Qq@5Ov#B(4SmY$a0!(^$nH}lT64?6&W z@cG-HSPZo9h%hQK0T7S^*Y>}#vKtFZkk^y;#};Ei7wyP+55{9d_~m0&0M>@Lyf6po z^kozA0H06omr_wAz}y5$D@LXQMfttKP>P&4o1f=$;TYz|w#`$(ximbAbubUqp=TCb z9)AzEB9qYE%@&Ay#M7AaQ>yiyEU4Dg0biTlwC9@)jk=QH6vRn+w)$wUGB;7~aXS48 zV`Y*q5&iF@@Xw~nWgy%KW)^IKPqSEkg#Ne~J}-VcTB?~`vS}NGdO~lU=8Gd$@tTM{UQ@BBGSXQ|ffQX;&5o+uTMZsL7KgW24r&J5WLI6IYS_Li@x=B!$a-Y`YE~c5JjN(PH$^?Y$ReWEVu>&k{o=$L2j<1Q_!n#j_OnB%)kISk6jo>z4FE|;TtAoX5y zi{80Bn?UZ=Sy4s8i%l9O6#?yQb@!VKYVo>)EE4EZ7aJb zRIuw&VrYAdxHau5_^=sgU~LN3R$mTr^_ybl*sA0D1dmc(T4nYlXkd2Pg+~69xm(F0zJ>%7n;CwT!trwLb?UhcW>yXi zS%;-$?eFQq0+hIs4?a?`BwWBd?@=D@(s2SteNjk_er#eyKx3ZvEQfIg)Ec=ZqJ;GR zB@hX};fH;Kmy+FK!d&m7)4%|d31OUC>oP2Bz1BR$xRP9*BRO)Z zERt!r-`#r?pd7VSO~4~Q8jT=eIgqvL32?I<0(`%YAUwF;kRlTu6@-YEA#GsOECe)z zfd7D{vRWQ8mav-tfV#9&M>zBivB4vb&olX_%KI42Y*Ag^=nwUkXp3mf#@Pm~jKOUf zeF#2_DtcN@+4IlmiSy81gWRCE+k5h{Y;~;}SOhz1Sijr&z#I@+3q?RP4$u9%8U5EM zrg65ceXXq5mBz;o6Vg;?m3N!^0u86|va@t&v^x7&Zw@qSo%F}wVbG`{5KWD=uzRf? zoSZJ3$KAz+M%`_~KXBm{kS4vdRm}zO?#NEmxU3eL7Cydmt$84$p>0&Bf5GSd;<$fN-cd~_E2 zBP5G!ZA==t^Cr#P@5$!NJ2UPho65cAds;k1i4Zu-Iz*RE-N$R?NLlqh;M}d|hb5dy zr$jQ~lcPYg{RUf38NZ3F;17TgNPfm4s6VK88wO9y!-QLmevjXky3z0-nk={I!6{!T z*PWZs3fg_8G%nd|4m(UxjIM`_M-RY}qe|x_1Cn49(FnBMRxctJAxTP-0$ zyEfC@o#iWUkW$jIu&CPdliX7V+<3cs>dL_J( zHJbxisziLAyYKqv1X&zVMA@*Q&KKLsMH z(%}T;w>iC02g2n#3qo|fx7T&#JM{nMDu3P}3m{iffZN+QjmXSN#86w9YUU_(KbnlG zPVc=bkrp2JP&8ZnX^W;}$XGJ}&Ph%Eb7qiv&Z;f43B%XI)k}V@;0k@au8to0%3kjF z_aGE-;pWDZ8j72@0q=?@^f9?W8=H*p9K513z^tDu-+UaDsqv5mauNZ}??}M8#XzbO z#1a;T>hG185C)hM4M@}HMOMH!b*gRk^}$HJ-9H5gX_oKoZCzmZ1jd7^n(e&tD%L7B zwe}3}puTg_G2$_m)56x{0C?iMtDV@yj_F53Xh>6&S@@)47{6$lA_qgAT1t{j&vJ=z z1}6V#CHeKcb5+P1ItGTWAxun!i@BNEt<6HZy~ATMPfxs|VObRwmC)_&AJF$ne}Etm zPJq!03*^aI=?&FKU(@C3dcZRtp|7Ba?|UBb9NVFm1m5~deFqz@@)~%R4eq?U%;0`- z{6rA2@q;KpIlr?O*=@smiQ_t&IhP8EH{+76B`l*o*R&CFU~E5`fLJTQpPg4OK+=A% z5HFX0_XYk7$4f2v<3hJde6L4G^sDZdHkmw5zA_$Rm&%RoiC6!C_=vR2b|)P4L;w?){oV-g<=he@w0Qniih1N| zXC>)d;Bkn>OEp8&t4y~xqGBw4lWhtDum(r;sVcUd5aXH=u7aZ^4}rPBh#ly7;anfj zqhM5-)&5l}w~eTAAwbJ5W!}c*8XJw!xwXK=AJI>|e=NC@>+l=bXw&7W5%3tPVSJp7!J7b5eu+9(7*f0oK=c7R;o!SzOTuCuL3l zvVQA#`*PhBKytn{{(51DMo1VUbk}(rY5v9Fs}@8$`S7>~RqicFPQ`Elx0Ie1U>?`p z?{n#QD+%#{)nu!3`94j@F>`;dV0dNnaX`6noaVrjD4!*UB;Rck`o8CTc*ecjv_d4U zF@^yZ5WENL?IY%ZN_q0-81JwVJKFwCByb8*4D= zJW!|GwGFu%0ZB{GH^vYC^R4VIn^}Nw&8xL~1R|{3iNR|2zADnvw>5m*IQ4TU`de34 zdfkbL`Fyx`2g=VU8#OGYv|%^Seh<3PxJ8ZSO5?k-Bza~h8*d=`DB>*cKB4d`dIy<~ z`XW4%24D(5dMGx5sCOhh%Vsv+|My{&297m@|I^d4!TOy!b(K>;`Q3%wIFsR%l;4wB zZJpaX!Z-o?ix82Xz1_(u@ync$gt;bH+rtiarO#uxQ>vJ!86*XTwQe}v9pxEHg-`U0 zFV7h9Yag8wDI;TF#b{;#9F$z{g(Z?=W;2mB%k=K}m~5}6!Lrro#|8Ui*#AN!$YZ=p zhfxDP9e;MIGrnvlw^hj%;i#BF-0AB&+#Rh1eM|YR<&PNgY5q3Q@edDFPiNyV@GLBo zcdf7Bh81K5aNP9ibFom*#6+c%!`3TsasdGwoRW|W>U)%_>Lu$>iJx88BDII&lqh<)KhBi>QgfJ-$4VNn?BKyFvO?w;EJ zIw-fde@L>oZ}u9Tcrj>y_DaK&GHts*Y>z}boTG12!rnbdJLPwA=sU>ZecBs;1#b@P zuf68HZg>%$_V!AWl3#ZcXH`X5TwTR^jL2d02wkQN@f-;fzn$aB#Z^Ay!N55*W4Q`) zs)Lt0++qZbZ_~GHOulHcFQ>kTxD-^Yk6a_KzS!t>k56h=f`6V*;1E&bU~|+L$IZ)L zTkn3ot_RrU>X9V5znrbL+|vz#^~7*8JS%;b!mquxyv;6B@_X7-Kb+%QF*>~PpxV8@}Da(oC=A`d( zT%c|*r?0g^=q^Y|L`jKB|7B5b{^3lF=<;b!=;3u@a*|dsTp((trNL_iV^2a5gh4|) zW^M+O|@1_cO6;A(x(`XDM}=<13E01H7*vzVVe3gFWx;VeJN^CKtGJn9>Nu(O@R z0acfSKTlR>K};gfe3QI|ORiuyh$r&c+1 z2N}2tXzYQ>5J-F>&TZsSnLPvk@_mx@{EXiA)Kx$xe>0_LmV%>v5-bIh9J_2-ro#<1XIu5oxPk^Y47`Kmgm^*|6Um-h)*dwVo7&Emg!=c{z$^U* zdpIMTGiyTrr?2aAE2(~G&ueJrj~H0ya0ft){YKhRQId3n9{&ed;1NL=%J%W(OZ45p z6}yCKg0z6e;TgBEohE3o{M=fN^PcGP58ZUBPfDGEy(27F)HH)H;cb$p#B~fhjU{T6RJ|NvcS50R zVj^r?0{E9g#g{)j;KKk6_uuRobZqGFnASj8ob^?k582* z*Z%nKmPg#6-vE{~OZ|zd{dH|(ZZ59QN@G*!b@LDw0l_Iw z%*u-I<%#JP8-Op*|5p6*KVBlz;1{I#r;!}MO!N1bN3h=ciMDpaE~Zr^QkzQys&{hcJg5Z_H9F9ZYhjf#Hr>20CS}^@WP~O_)Z|G%A2P5)1g^ za@lgEg{BLM5ys+pZ&|(XDIa;iA^V)X@woVgOO8h}-o!*z#*&R3$Gb->j;?>6BguH* z$KrL$MaLCvf6lA>6po2Y6k8I`EFJ|;8-P9c)u*y?(9XZX*4QDXCe?5-$Ov6@$a^l@ z^t>wRkOvK%bcMxZrWU=&vh6m8GSwQt7Pq8>+|F6`#xGXP={`^&KF_jy^%TxLJitHS zYWKqo3KF}$oK}nn{Ls2p`$gho_{cLpygndTg&@M_K!Vf;hMLC;-lp~{$Mz;AZv#oK z@dO(+l`xcP8u;6{>AS(h97EF?yh&zc!8Y7q8XwM~zJ>dvT`uouNL)_fe1@T(pxt$y z+oO<%O3!)dqn>2p=Xp(>o1^gO4n{>M#vsim-w2O9%Sg3@Fj!NL4*u$blV#BwS&w!f zcL1>4v~si^MMuf}3hBbY*l?|JF;=xgQQ!)dG`PV{?={LqWVVC}>8_zNF z5ViM~2~ONK6#@ZxdC37$-*Gl68i(n*Aj&B}RY<(v65pnPn7^Abc{e~F#?&_MLC9(G z=`@qW8))m4SW+Lp|E#>=q4SsbSZm?t57L0#NUh0S)3`hd1pp)m2P-^_0$|p7l9egw zAD6lQ%_O-|`|nrY4^>@j{h9`zh=VdiS&SLwmz9SQqoi6mN zUszXg^~Q6>ySJX-hx3 zpQL9E3@UQWqT1?lfv|(m9P-Kx>TY-?`zE*-!IkMEVkMQ|4N(*+z9qf6yAA0MbCvml99I)Nl9kN zMJlTFLU| z3{`YM$J=Myh#BwuL8C;U1TT>CC8g)%@#dP8oyED^u9YK-%IcBaw&a)86_#KN9dWaA zC4)mulqSu7^iqXQQ8IQzrJyRC2pD|&*@OMY=i2`dsjC1tZxitM1C=Ht1LOkuzL4%O zx5q=M^V7$n%PPM$vGDo@ro$;Daeo-vEbumXOU=p7zYIDxhOB=X3t0`Q9HQZ18iZWL zG~Q9m&hV#B`C_r!3rMnb4;l+S_&V813LvV<{oXlZ%-r^)BVvzPF@R*}oNE4+gP{S^ zyu<)QHg-zG251e{G~K3Js1fFI+MY{u>hkY3555wMkQ|Al$TFh zJ}9N)&e#m9-{v7%$y@{X5-z?OC(x7iX>lCWjdqkqQ|L8oPOk<3(sOgMpo^C@#SpIF zEtfF*r1(ZLQ=u|LQXYDA#7HM4yvezP-Y$Wo6G?AUjsM7H=4pN*mm4e~@?wepV&Q;X zZ>JM8;=DR!GfxscZ%=dSZQK_TXUR9o%8q9ID*zimElu=0^6`jvQZgz-=8wLy*1DO? zcGP|Y;~o~A)=vt4HK-!dI;p$2s#K8M8<`w5vSV3xL_m2=DJm=gbru>0eKdmXAvufs z{^gC~^|h0Dqjt-%`+PX51Z~D7}2STs-uICL)K%KI$!A z{0*lE4b=a+9#EQj!AWGo@*Z!73e+1PRSbO7xyS$i?8zbj=`nuS^>?I3mlm|?=|uuU z8rq@GMUGw?rqOS%PxF->uuyE{VN}KEzAnYKoBg^di=q82%;gH~X-%A1LdCrjaNv^I z-c*Ih7a3CDBzUx*@EP9akjvva5kb9ZSxE$vDm0b(k3DfC+_8~gW(X?9S~`D&HP+t> zK;aQAad)eJ+Ix_Y%Mbs?pO4%T}`( z{79M~{~~|^>zo~@#CJZH<+{>~QthdB#A`t?!HE}5&5L_JIS|S9su*vImiVx99g^K# zvQ*a=LArr+4HHUrO)PcrBLO5Wsmsb~UV%oMy5+nzinQ=eIQOtgeeVrMmHyw-g#V?C z()bQ8>oT&GGHQe|1G+`lX0Oh>H+eD!SIBH#9_% zWWwWR?3l9_+3NJNTSo~GMv{fIP`>9L5iRf73d`NYox+Kb!ZVE-`;=c|Io(&rKIkYwgz!4;RVQZI&_{jDR@b+Jww zG4rgm@ir3;Cn@`iW8K{o&Aaux2m+lcwmFFkTtHt3p|Y`SdW0#s#>@e!blCKhZ@b?e zOZW+5>W~xAoF?qLMpFQ`epY&Rx!wWFJsZD2TW2=Tzu3d~NAtUDnEOT8TJQ(7P_k~E z1o%Wk>BxlJsMG9x#NVTete}_!8%`9LT#v?g00JL*pdki9D?K7Oxg9dSMpX($WgW06~}92_@uWj#a*hzR&NaYa#H$4$0){G5mq zSf@}?WcUx}oE!nYZ!5;|KL_w82$?vb^mI=oeTg~a&9xMGI6d~Eu6x)by4k85fT95E zxCJ2O3FhX)QFYi@Kg#=lqE9s0xp<7n#f||&eR8tphgj~G{zoAC@CQs1Vq|=C!8C@T zxe5tLTD11v&ng+|2pQ34atZ!KpV>jKbbo6otO{`TLUFwS5Zo!S_dEb)9B2gCY?yEA z$|5`hP7Mw~wy7>Qh$$m)_`+{ToZd11YmuVf^{0hT7qN60T*C^e%kJBw;#H|NIP2U#~6NA`2^nYXrA>*2xOl%I1Jt+MPi?>=y!BS66WWK57Q1#~j#~i;2Rq;6GB|uJ>{B&$+uaAyFksOCQ>S6P(Q(T;d zRt1A(L$bb!Vso4V9Iho~_+MxpA1KaEE70b4cRf@XiLF=yg&KaM{8zPqm9FWl12}6Y zvax>}#DB&|T5|n!KZzpet*n{4{cbG^(C@;Vw^0<{sp3NyT1XbhM}aDOgq@#ok{sj5 ztZ!j2A~|3TjP|fOM?eFjL{G7Rnh^LFu#)jP9ZOxeQs3t#jBaK)cu8Zs_Zl!Ll(@wd zSO#zpRE@z>aHmhqk4ax1(}BP;0SGKf165ma-YBP?hyQH+n>3LDE?SZA{8kgM&RTS? z*(=0kMlp+^fGWa-8Jd?k2#^o=yj0Vp<#T9gmM`M~k+8fl6%d?Dv*P_H|Acw_>g{)^ zP*DR)vq=elodR&FHmgeb@@$?1w_Z&~hI|+RvdE_?_8Y#z{J(+8YAOU(;?n^;L%@T@ zXaD2<(Ehi$mq&Z*zwj~}JcW#eUql9(0nVwrHJRW4RHeaFnt`<`^>~IONtKm>r$#3F z>wr|+dQ72{9NHq|rnfZt($n^D!jA7KwPAw?aCDv~xz0EcNMO3aMJ~X|ZD z=bXng-uD^f_l@!W_l?1D9P#Y6?|ZE^uX)Wmuep{SCy7<0B%E1htJXBURJD@}-cfV} z<+IMYpuQp5P!UPpNJ&b#e4gA-pXo@0NYsAP2(A!-HIO_`RYKIQk#xNt2eB7q_rrU}I;euGH3Hcg?gMNU}@{ zXxmNnZc?7`8+6@mX&V@wkg4n}kmGhE%}iHbOz+x|#w+Y9)@M<#@Unr6@8ja)+VMDF z0Aln)LWbvR(0=TkdS@RBrVn6xNpf@g%v}F_7>X@ zMPn}oHYwK>V!HR4ZUP$jN{+kJFsM?Z|CAo9_VfdH0lx+A5;%Q^&y)(eCu*v~z&3^S z3I9k17Dj+ zQoKaQ4s!7f3|z8(qCav?v4Zv(bhnp6sp0{F&40e`meTp;Bpz^gfiEDR9nz7L#+t9? zvXwM6%vrZKUxXTQC_{F*X2UwW>_^}TwX1x23cV6@T>TrHjh~Y#FqSa#1)>jsq2?J> z7=DW|%nNLzFVZry{QVOvpX5nge&jPj>yOl|4b%*XwAma2J?lK{q<_X>gLdmfaRXdv(L|UxKX+5hjUiqP_sdjRn-i|mW3boByWP9AftgcSf1|< zcVL{4WCZX=%$Kl_>5oo|=Q zOMew4KN23|O7o(NzP!=&R~RL{=x8q@t^oy#UQlU{H zevQKrh|?7Ig^z{jj`RS0!P}jB69D+gus}ZKvnUk6~YY+`_#PKq=)gV59LRVRxhEe-Est`$fR>_Q#qYDc=Kce@OFi3d=BO}p%q9c#OWP+jnSF8$Ye&>DW z+;}AQYKIJ7auc*iKioD~N>%X9&MgY*w|hCZX8B7780R!F#5}J5wOPX7YiMZvT&QR^z0Ul$CSzU>T+c4|OGyb>COR z-Q-k3AB+72GP@)>;Fs$Z27z^JRJ6eMUL(P;mDRg{;tza2qW{rW1JJPGoO<8_Ldfl0 z&Bf22J#*bGNXq{bkGAS&6K-fk`3UC>Y&ldn%LR~R(P#r5jnIS{x}X}nw`Gv2c%)UX zLG#yCT>fh+WZ%dCRJHfD2(I?JbWTW0lCxzPao7wAMOX7{lTzR1p5Or%O*HY=UXH$_ zvjcCcqq~Np4JdvZ*XySM9V3u-l)jyRWg{5W^bHJRRErdfmEr}}le_VeMjX7>VZRtX z^>e7vJIk&IB%tt}!jNO7kZ9eIf4ejPn)zh1g?&G(&GmU7Xn;QIA3r;2oK4n5mr_lYBLKA4lXDVEFw5;xYCN9M@fp!96}cS%qc z;Dcy%okFsQV}sK8!Yu%C61E_-6%Hg#U_$m7i06P)qhFZf3e44-3_LE?tsnm>pv8Q^ zpJYNcgTaJ6%73fng`b;8QEl~g-09a-`JUi(W4Y6@os6Hy3p^nh{+|q?~_w&|p%; zA;G{UJ3N+B#=bpipU;_%}AkN+4)^s6lxRr>w1u(^Esg%{^YHEti{*)HfUD z2Wwp-+`6>COKyL-9PnIq`&_C{JBYx5pkTh!{szwU7zJAYYe+WY6$NGDq{Rmo;y938 z!-U!5^D1_x9LU}_V#pC$nhjiS+7$WSh(N&!w{gP=5`g$EFkl0vNMqrVl0}!#!C6JX zU7JiHmou+pl*PmX66-0=v3?WzWs&^KjrPN?K$kmr75rp}!1SR)N7H#$UAG;zS^=5;JK$xqUA zjAzbcUASnV@_vGYc1#$a##%O(K+gJu8+}EwEWA^6iU*k2jSGqEipB02Eo1#)n zK1Ii2m=KpZkRC`xgOo6!Cmb zvJ>eGiGrK9{H!Li2ucobT*F%`Z%b37`5!yIw1)RGLtfH2;}4!cvHQBU;LHjK1ziXy zKf!~BMI#yr-I0$aEk+MLL8Do~YK`Et-;G~fQZitQ=aMRPbM{kBLj$Y;mN-Jmz=uZu zVy3ukn$hZdfJ3_7`0=_<4RbjlLdR^lTK3x_sD%oKYg<=EGY}g3<-_O)0skKTaENQO zD-8E}Ufsl%YSslFe1M1xFH5e*MiY{BorDK4Lem>6nI&FVh0C|aB*Grn34%?=h5gJ} zI&6MvPRu;~9ez-#cT-d=) zD_>T67GNoZgo!|}u>63tBSwK+iK~hB?+h5JHfHjpne-Glj1a%O-!MjZ6!EDztoJJg z+%mKBj19Ko04OA1C?sxaD1^{}Pqf=82))LRcIa@z!tj2m_{^gNEUl#!)$fvl!*&aS z{ym1UsBGY=4v^47t>2cxE33|?H)W?vYA-0g(7|8+hW}z9q#AfGeqcDH_}q@W^?`;7 z#y%U1@fL@Lh1HI9KU^Q0oSG_>D3`{8lc%*SJw<7D{n%rMc07jV<>^Ko1nZs0^XfP7 zC7`x2DB!)m`To6$9&4$fsH*%1&U6|F`m(4cRPhVz>r)^{CpeKxN1|oO1%@eEA>-v8 zei=R3G*e_dmgX-F|SIDGBW@!e5^iTGn)}hNwke4qZ3M*B5ypP1ByO_ zP-Cw)?1fy$<9dp|Vr1Z(i}QY9U@gnsO@(2u7y(Eg#g8Ka zht=9&9Ys~-H@?2BAG2OVKFI$33DAco4!F=YM7tbn$2}NF$4zcOd&irdeP&*PWj$Qu zyqP^`>e@yp-3SK0r&3^sLlG-1C6W6{&dFsn0wx)jDAnw4lE1*9V`5GK)}%;D$?q*v z|1+A;Y;(Mz!H{Z0xAEPRA8beoC5O939vh=3zsisgVrRCT<7N&XhkOBk?_jIkX4a(e z@W^I=KC<%fo12>}caTjQ2sn~2N4?}FJyF5jr_p-tmeAnrBJJ?s{Zq~+IEb_ZXvI-JY>gan}SS5ie7xWJ4!5mZ#~0sU4R zz~R2myE3u!wyhb!(L~JF{0fNv!x=QuHw&Ow8eme`&ZDgq{f1Qe#<-RQLHtRLF<6Hp zRgR4$988fj>`x^Q-jt$}AUno8WM6%WUT2Sh5Xv|+MvvqR=qz!<;C2`4UyN zUuYE^W+yJd7JDAY0pPKU1tcj7fcuyyfFppc5UngMa)E1m*ITU+#h?J1FoG3Y^trmi z()UDTXmvU=HF$lts}9KsX=@I1iXYrmC(MkO@t) zY{3R_w>v4aWv;vws5cg^`*92?|F0ToF$`mk0_KE@`tJV7US6ZqjB0Fhw`3R|{976x0%1$0s2*vWy#!Z&w zO={y7Jl}uB(Ut$64t6BOUJjgz7y(^HaX)Yz`Tsiba<0R+I-%uha*pde$*zkhZ!2qT zL_J4B59@Um_}wJ&j?U?Ej#MRj6*=Ruz6A!TF}2wFwyD9@ZFqjd|e&iJZ zUc2f^(ue}v^=xtj2@WvIKYrSTVF1s8M|$r$AXNCzA4MF94=jcJKQQM18XWkm>pO^_ zGzt2{PyYXS<}zl8uW~9zJxBniE@=RF%oTWDw<&n7K5D3pfweF*{(I6Q?}+rr-lpKz zff?nQ9|t`P1J){x6+4^>dL!N1JT_VUZmmMa_h*pdVY@H{s=oz6coegfNTxlooc3-M zM2f&iM;btk^}t8#`LUyD@9;1%48ss0G;rfevJh`fFAw+T@8yJYWX7futpuLwGZQ*a zy!4$5h@&Ip%X#HHlM_z|;gluk0^o|8JfE52( zn2q!|da>{SwwXJ#>JSgP-;Z?E5TnAQ@&Eky!T_5H2{&ivZ=1QBb!ohq3?)|Kol!9z zJxIW{rGmdo|M$W`WgM2GR=xXs|J{?R4Xi)Nl(^kL3nL7^2aUh>-(5Ttwo-|Uf)GmT zZdQT{iD>k;{Q1}ZUYKl$Oec|-|Li|V#D;`Rde2h-iX#4R!pR>-e}@75G7zF%^%qh8 z&wT*-?`0VXFeE(sf4~6y|A68D5Extog_#M9bd5AUqp%9zCCC+p+NW6N9iI2$BjLbz zu12WoUxvSQGhQXQ0~0(NDA;^f{GO2xsJA3MypDdp<`GZpeF^l~Ku{U%bTBGP3Q)Wn z(RHgBRT>v`e4`Sx?E?v)y~*~9bQzRYNV0^aTef%)G`M1Yv~kb3O;=lGQC4!&avU%p z;fkfi-XRBD4qkdQ6l|B)_l+S^2%PRINmkh4`VKFaLtVJ|Lpkojt<;WFFMsoS=NAiT^7f$Pzx`;J`~0}LT_`aPa(&F z);y2p%RP^?q2Dd^HU!QNfg=}?0U&WIUZN|z5ODvBVMtuAzQB-n*q^mzvjoI9*%1#b zYPlCY+V?zvpr8zE)3m&dt>{Rz3=syy%f-Z#J+L(F|DB~lyiWR4HD;+|RS$aL0vP+g z8Dp0QcP5TEkJh?0o@$Czss-Z^8qOFyB;cOwgp7dmvX`XBUis!i3#kXeu6$nlmL9Q5 z!pjnjvp04>5gp={{}rAc{FOF`0}^;ErDo^Ia2<6fH(hzfG*r!runofG6_Uv|n|_SV zR!1V3mf}VCOs-3+(+N9`VR5R7e<)@XANuxaQWKluqfe0y5cp6;c`w{M*1F=_XI`C9 zgs`we?uih8{{}V8?}aQBZx$XVvwI+vV|jV(>W?lY;+R_+l)&sDcr}~ z=_*rr*KJTKFj&kU{*bSv4G$JckcZ-BAtWR+lLq#xD#yT?bjCs%jVqzD$7^Jw&>}M> z0`dZ~#SW()>`mH|0)hOCCnqm>eC4DZ}r4B;E;NeP1#l8D)S(uos%QWQ zl`zcNp3QZ2#{#$dgimr^xKAv#3&Whm`hBXzWhszgU_jZ_cjN%!-{gQ>9OQK&AWJs8 zsbm|}C=-6n&#WJ%Y%5;|?NI40cwD`x#T~{r%#5!XSem9K#ToaCuxtztpekw*_oGJk zZ}(&8E4OL^kg#W@&4-X6* zti8FfC#9aKBqERVxa7IwbQx^e&w{7EaIP9e(DSvuK+ic$^IguPeHhLd?SCh{hX=0; zqgx~ZlkK;(`mC;9di>VZEWeb=+S*y~lbh`e#*8dVd91#ks|(pVjxQ;t8LxN9M(g$b z%_?9Ys4l~Qp}P9KgN{9dvSieon!5L6&THY1-0h?NS4>#?z^M*oLU1iOa>!8 zBE%g)QfRE$p#Q@CBLY%*_n8Z#TU8f^aDHt)TJIrzF&HyuXz*CkR~Jjs{{t@>j-vll zhJ6{V4PA9ktR&ormArstVd2LAgRUdPRRsu~YZy=kGSGLuqIf}jS&=XqJTOFS`dx$) z9W|lgFo&9nqoh_v%M%U(8fzJ-eIUgX-G{c&ki^LS4-OL5_s112N4%F?a!=nEQhI50 z`4{0JEQ^LFxIS9{o!ireQfNrsECu6zu~GHh;sX+WSPUdXdvzBEQ2w0+dZ3`PljhI3$m?Fag({JO4fXF03 zwI9-=I>s{p3hM-)0ejtBmdyM03NfDUCZWve>=OZJPkPg{MJI<3jn{idHcXe9Q4XnQ zCJwv#yE%t4`^&jf5BZkBKl3er#H5E|hF`zyf zpmhShk1|NBQLC!wxNt+xi(zw2f(h3dIzurO0iR#|K3_?p|4(2Bq*(t9((!`{m-Yqv zF`V&RJ}mF7Y5MabHXm*caEl8H?dn_vR*@P?Ue2+#rX+H_jPWKpCFLa#fhFgceHhvJ zzl^+u!alzwvCq}&vkfot#@?u69#$YAq2HnbY>lm}P_rPZk(P+}_Raa1$>4yadd|%AWhhs(J(4Guw9xL5Y~dty!nKLuKrx5=c;V2lcCClW210$hL%Iy_twii+t<-I6H zFVY>N0uk^VuCOs5~&_mH^`R z2)Lm6e%ja}rS)+_0Pdw`TTl~7$>@ZpE}3AD%T{fz^4gAOS1T+t*~lEdVU@RL<`a19 zFTWxO31#5xEIE64ZqJLJU6h!P&bp6Iq8w$W1k&f2Gwv7dC-|x<8Y8NI5P5Y4VA6Ig2WDTJu}cF~y{=5*Bb5BWocUV)x5B!b<9L z+@9;t#OBA5=B&c$zEOg@w6EqoF<`r#`t;-=ZtS1(*I!66MpG%TNLvuSo4Yeg?aYJt zhN)mfR$i`(WMqnm51Xsgxyt z=9$iI;nN$lWgyB5VNPqj3F*$sb9;o&$wDrXdv*CnW2CUX#ZpHm&E|+cBnm?p$f>pJ zM6wGHJ7(r_eRqv-U^&J@#&527<7LvW_T6hZJV6d}Sy?roJKodZ+TP6r4r0+}^~p42 z&nkRTlJV(9G5#yx1X;AxZD~k0uLrmm`w~cLUZTB-h!ylmeut<(W-*fpZA9v1?Lgn; z&VJrC{EUWd%DD^J&+39lEr9DmkV-i1tPl7+k)(PXsUBT$<`=|Hho=a>41iuCaCTgU zfu6WoG)jOz=p+|VWNE2x&MtjfswpdU8#JN}!m9HYphbIU>%Dzh?Es#i9*Me9QpPSY zIA8OTvbHYEE3)zmfi^-VC%Ugb`}!ursr0xgZ*?&6VzLD)M`JPk3Tb3@zuXD+JvSd+{D{dM_%hpI zf?I}1(f1N0es;Ivt4&%Q97Hj0w#v4&(lr4Sc%9%b68`U*XY(MLd~IrcBlaCD!@gu z3ae~#cx}r0D2Qp4kH%-Y`tP;=+I!1M#K~(KI&J8E>f+7h!}K_2g4}a+gpLL+2GeIl zdG28O>$Y_%t=P?N>$wN7^A1(nBguZS&&kAe#rsQGv{?JT9MXrB@P-t~$u)#k=wvhL z43AK1NO{Ej4oNOveO@Nko zh4o6b4GDHNL(gNw(!eK}Xlr{z==#QXJ!^wtV2MrA`|2ltFZgtVHtS0I=3@TWPGN=6 zHPgpX$<3JCjnl8qM6YXV24h+;wkwplNpgj5I+t*lI$w(=Ua_OazKhENyw6>o#7qX{ zv|}v`#OEe^-BhH_mz1j&w)E>ScYnRLz@CInLZnX_wip>0hDz6mbJC`go)Z1Q4Y1HA z3COb%-(HZqAC~DI^&-}e=fzmjfAm-M`N?-QHQ#8qYhAK&D0G^lGpAWGcs2Fw3fhE? z@S?!y)J?m^s*mY3!5#)dn!ehuq8v^hV5HN$Pi#E^6Y;oe`p&!PCcSfV@bRRRL=Uc} z@Z(BijuBUag*)(3SUSH6@Rd(`PXidLM8Fw@83u@)q~lbB^pW| zmuFH7H#;M@{>-{NxtIbsNY;x7!XiIzfmZwJD;qZ8#OT+KBLXgun~G-QS%t%?gDxFu zAencEvRIFExa`A&S+{1B+Ef1SrJEeuV4f6cBXm~KWAUic+fTG#d1pcP`-b7xms`eP zr0Z)NOAKU5G6G04oLHy}hwL4ZV!m*#LoA!l*>Roq&a#1;FmdZ~7F~+`7=AZ1i_pcs zgB!bXX?bao@~_5I=8LYLZUe@yk*WR5+tV!I2+~KXg9~T2KKs)^Iar3=bH~vAENAGS z_4W&f)R;J*Vyh$y1LXmzv4AJ`#Z=VJo@rH-VwnVsY6zj6y`u}?@U)#PXutB!f{aGI zwD>b}_Kp)uU5{Sdp0*j&6TIDBzA8&7ZZehT=3JKQR$ztRZ-hp}Dhkab=R!(8`So~& z7&OJm(0a1nnl!CKg_D!*n!cM;mS#SjuEjx-3B}{OfuzOPrP(u6B;b9`<(&l-WSJ(q z+(q+8_rDn2Nbx$JCC~7zdshYwBBCy;9Pto&4!@ zvotl03iD~Y^R5{zItz@gaabU&5LM>m?lorSsR(cxO6yE9bK?~|xp@x%39G#VOyq^&?b37YO}%f(o1#Ry||T%oAk?dxLU zK<8nfbWx*Hr2>w`OH0h0+X?@5((Of(8}e1i?cvgd?!IF$`OW^V zR1(YS_#2@^szoR8E?3{rxgMeG&$kMCdW%QM*bV`qdKmKfgs^q@JRZ z-uOBGZ1qb!#)Mr(Al@!YJ5T2J!Dv2XS&hK=K9=~((z}2j?>NuUKiFLRG8O-Lv=yw5 zlDWjCfA-7go$?a4VJPVy*F4l_NwNas92c*RucuNewEgbdng3e%Rj^QRG%mvFIXXgb zjlJ77XFi06d%>GJE0g`Y<@xi zGc6#bdx8e@%M@7g=ModwMEe^cBLnPHNdnNVSTZ4PP|E%fOaWOPvIR}0iq=aHA1db{ z!a{?a(^laKe5P!`?>1k}fu^=urYu>x$gew;&I5$54zD(at^$?{Qd76mZ0R>49>DI0 z=?jQj!9trR-x{dG+u&x0q=HqD!)*^`u9qnhD=)>rj+cPX&W zf7^rmtXK;D?y;p`vU^=6th^Jqa9V0biZiRQym}_#&*%5g3cwZW(FFdNv6XJrjilRC zgF1;md=}@4+e`4RKr8GZx!2}x?$#Cq?~|#Mvn->i7-=f`*30=;Nhha?uQeWA4}Z&BCvX{fU^CLlsU&J}oYuD>a;JT|lFk|Gaf`@5|~9bPJ%oqI8x zW|wcTwolV9x(RC`0?CWfR~_=O#vgM1cpvlUNA8OIfxoGb=S67KG(;W(Zw%m62UMlS z;RUhn_?MRJ0MC?CT9Ngk46%JzU8~m~3GVLh=5y8B7efZOLI;XIky8f?^{D5hx<)H4 z!50lzHmqVs8L?s^(d#auTAyB#UH7xxt~k9muGZsO0;FtW=++NOC0|;7i10?X(Y4bp&^)^>^NIwe&Iw$POF=@X-=kSH|vkfUlFGVuf z_v3Fc=?N#k8K*`c>nY=;IgB!PoN+UuVR1#rFr~@#F-~VTv{QVrQG@d0m1u+TlsCTI z)cGoxe$Xlm&lV~uA?0&Y%fR$qpfI<~J}DsD@S2<&^Vg^sLHxQwIkXXcnd@(GFMe?{ zM@uyRXD@vEo2i=VG81stBg+XOq>3d?^lF-5`ZD&ukh*;JT+U@M?@(_#6DkCHMHYFq zSPV}7(ghU_DFr#j7)A>C#p37C@-$a)#t~PlB zU*>NuN7v;3nRZ{ZqD`}+;{*3F26{x0Qapp`=Sa7^qRH%%d1ZQgnRSZf>7Yd*vlzb<*`uBnYWn?or2G>-l`6#N?|#$v?`8-*+ZiYb^`W`VUE*LMn-XmT+F^vl4p1C#6y z8J6?{Ri9GUr!~NrJ)V2ogrk)K_bC^|ZcZ%?R$-dF080plvqJk>Nj6!M=jpz@l2GHv z-#a|-iiTEJw5jBQhE6w?1hwpLCq$)vRuHQ{6GNR=HjCp!)lE!uDBi`fy;a&laBP`0 zRsC*j9b#!6vE5BciZqcU5mR4v7}5Qi0?751W^7AT6W{`J&PzyzFYceDVJWh4Hw$h` zON3EcpIidzR+?juh>w%Nxn*jvfl$Cz6nme+Vw<~_^e{1;(MSa8tH5U=ukB&lwFc;$ z?0>FunR|2c*@dm}wK96)fy*OD3w{J1)settnl)!g65-b;_Rl5qR$ijsw06|MWWUC; z^96Eih#>q4c(hm}x*uc!IN~B}wu zUu9`=Mr`HgsHFYy2EHlku5R%3J}(16{0vsFuAtmz^mW4KW zv=*FwA9uI@1+CT(ep1>|jtB}D@6n0ZB&514Wj?ry<$46ybZd>%kHubuX&6L5^-Q+U zVW9WyN3N27>U}YK8IhGZK?ZRnM<7UAG~=Jly+mR{$C2IdgmAh@)F*GL!LZ62eO^uxKML7GQ`p{2RJ$p{+k`!ba+wY*$4NM>V`tx4FS+&;q zSpx3H&w+U}Np)jg)j{x2yX63>hcaQ{pJhUK4%dc5Pyt4>;kJ5`%GjA@8eP+scjZfI zx#Ab7-!U`ryNtSI;xnNDtWC{l$5&J~`h{A+nYvg4}VNy>sR`fYCKdLiGVZ6%vOthD)ynm z6&C@}?k57h4l7jLEm$4n>dCA+J`B}FT@78g^mCjZ%Go<lZbZ)%cePjSx|y$(8Mtt)3voVW4jzZ(g% zD2b;ZkUW%Q0{<+>3 z_37BB=cHpxgA{4qk4>ss2Eln$zZVA{sy7z*)f=F8D9q!hYZSOr;T>;peuH`n4@3yY zi1yF;70)iTqe-~4f6hQU1#04Yd>fd8ZF(@o+RbH)& zYW=|K*@m;{2^Y9E=@0wGje?6*%arqbYbc0?$o;uTO^k}s+sQ%UBqo@oU|h#Nl&oXn zckM_SnQn;G7W39oa;87gje3&QjllRMfCn+9bYDx}-iAva@`% z833J^uL?|GGmG-Y%G(03 z4@hMC^)fq}m1+`ZT}L2j)hTHDFOH8eZ%EE5JiY0eT}VF8nRM4K7r(ZRC=zKH*vl1r z8a@Xe&;5XG=;|1*p>K42I52D=(P{F6vl^&UJ<7qx1y+s{Qs%-#{ks})SM@~?c;Kx> zrV4l;(nR7s1hv)nM%|Q?`Mu(YwOMLe*O>i@%q)s}Gh*=PqsC4PMo6+J!(8Z-BHwra zm~2xA)I0qaIyQNbYLe|&*~$UAPYYPGb4)mVE&Lqa(JVo{Up@6hQHI^39t^qtPeTrF zSM6~L^BMd#&U$D`FZJu1;Jk=aF-6ExkeY(hM!M-7w*ScBXh(B^Q@DeXE4-*U(IYY9 z$j@Ya<$ZE0 zhj_=ozxp-Hb;Ow*O;-20tOP--3vp25cL5Xj4NqBd$ps)SANUTj*2B4UjQ}LLuO{3* zH4-89(N%ynTOuwH``sSDG@vu1Cnjc~Ut?c!O4f(3=*)+Gvh^`d>N+Zd4!@k4p0>zF z|5GfMiH8(L?<<^iL_s5Qws^H<{Ro zp_W|iw6Eq?;tVK-SCHBQ zW1nA1fR~S=T&kzW^mb1k^LKmhIer_>BEGk2F1450iUc6|?BxV7MEvVs?)w}eLC{0` zit|dH7~7SjZ03r6HR9!qR5V9Hda^v`t(&=N<8Fo?s7hzmDrfbMCtigZt<}sCOTqBmbCNEA5dfGh&6B)cu7#{HL z-M{e7UuQkU#DBwE+{PymhJ9Uu7j45+g4vk?Ip8y@GB0$!8Z6aJZ9+#0 z7f)PjrI#_H2OXnxbRUL3aIm9(Rc6ybn8us0WSxB+PT@r&M#cMJsb78XVphh8h%lzd zznKYim!#6E(>p8dpG(>rUVFKlXf_?NWu%r+s2p^8GQ(5)v(i3DQ>gxM>&04j6;F`} zfv@mCoK}z}2UK)1Z}C-WUBF*Bj_2Bd>U*!|(hnrwcoCjMhrNf?SQ@?CaL4or(eMOVjyDBa!v)mBW~r82LHhuE0Y z%WFJ>Y9hLg5gi2yN!cs94bBlvq!0u+&s5N2V_DI~I{3TVBZPa}Seu>7eHLJfTe`5| zaW&}Ei3*i?724(f{bxDOyW*(?`}K)^H3y&n#8mFT!1*e}pe9l*jc!s(`bu}^rnVBe zRASgBTdU^%IP`15q-Z>7LY#XQc<6%)9AK5ya7{+OaHfNKy}RT}9Y`Y0a-a#Pa2yZ) z-+NHBgek36FQ1ZK(eFn*Tk2+`m06ldvJWFLxnv&CiSOB5IA>RTL{8Pp%C|#8*@0B4 zpHZ(pD@|#%7+ZR#^$i>2%zSasU3;GGg*tvHDxkdX^mR zI0o~3FEATN*&8M^gzcA}%Vr6EykwOfZcTP_ki`f`Fv0Cb#|#ZpRg9=$PaxcAAfwIb zQ%RbkULTiUx!@rb0(6d(8WRkUm8|m;&X|9GdP!MdRuDZEuBV?XLSV_3Oo4!uEDkBA zTHIG00ZkAn%h%P>eHESnbkI(b`x34znsk4<^~LN=>`U``ndclXoI#0;mb7ql{h-(Z zWgtxJ*X347X+e#blz(I20T-qkGxLlle&~g}Z882tJCf74p}d=h`hcT2~VLusFAWx13aK@QM zXY)cw9ZH2Hu$hUeIB^HWrQM1XZ!lI}maCkp7>+;H4(-NJZ-&qCNS=&QW+K%u)P<^i zV=qKo)YlOKRF~%FszV8x%QGl#N$GA^@W{~$3V6g2e z5%f*#?J}F9;P{niH%0)}rp9b36bR{iEOIPWLT`VHyIRu5Qfh<8n-r;fu}TJ%=x7Tr z#d+mm_o>inR2|i;2*(W;MfG0D**+81E}`W3QXUQjjbqhj(*4~1$o}U|Bo=0Q#1E(; z`ft?eG4Kek(zxUpxR`Q`m>q)QZGBHX97!9?dxKG+(8PC>Z<G9d8CV`Abgp{+Vi`cDpJWul|K{vE?&Tv)EcF1ABl=lUAO$A~`bNPV!S;o)T z$sfc9|C@Mk@@d`iw9R(K_XhH@OF@yFxx&95t_Mq+^gI17XV5c4((}q#XdJCmI)LPH zj|=hEi-4Rolg&vlQq8#}?RSfW^-zOeF3_&eZE_jdU$L({^u*_LqXy6D0{c!cR?D2q0Fo)Bu+NdQxf+Zf1GXE{hH;7wxbd)DzD zPpk3$l~I}*$uM>=hF;;Sp9VdjYhS$r=?*;*v!M)YZN7^6;v95-^^%7Br@#YMNB>g= zK!h;u^<6_0jvBY z9YIB^$Gd4;zQaX8!VVX=cdVvc`Bc#pHGr|j4*vLgS-#bwXzC(w6d=pZkL5jT(Bwb$ z<$?9~$-haJ+)w=`7A<5BWaPMu33*;Y+KvLl2Jejvuz4j}(9ISXJ>Nn_HRhvsF^6d- zvsnQKQJ_V2K@{Y0{uI!T;8^lGF4+(5;!ZIl=XATo5&J~Bc630H;3z6ql7FO0sYSAQe^$B!FZiz^zmWh|QLG5gEHPbpyrCmCYEBnm+t6 z_ZZ>tNSplPTKH3lm5*<0GB18dI1$*@iM3hIFU%Ee;G^zIPWdEz#>qD3jFJHo%76C< zuEDYC7105~_u6&uM%&zX_J;lVRa6P%Kru9|PZFSs37HgBS~@_rRK~5!d7?3;3`8&} z;SxSx?=^qEX3%G-C{ozNt`KW3s6u6Wjo6hqkcfP*(w3zLRN87r;d>#_xkyhtfIiSU z3c1o{b~zgQT3h)nq5h{OIupnhbMoyc)L-%sg@b1vC~SKmw!W- zULWqweNVn21^*v%9@W$3O}uUw&!l7j4^yvif4nD_qe0I|ibO-V!s+dnqT`zs<1q|0 z4nd^HZF(5~p-efY{NWL*?DKc6&hE;5BvI%H88HPXBWL^=xAmb&c_WPwz1C>!y%&hN4pJnNIjk{`V#v~-{mpJMMO~<{)^MEhNf5Iji znhn!(^1>~O$ps6qV8dv-I-a(7R)Tkq13dwDAP?~V-hSh6Fq95Pw+~>6amI${Uf@3Q zAEu=UIMjb=P*#38`QoATdGp6|@y|v&C!-`v$|EUDy6PP=lCxX%SOZVN$Uqi338c08PW58 z4OhD^S`>BaebaSORUj4tV4IpSiJO)wt=v1o2-fU_a=60Wzft z_?HuH18lYb8({!cYUw~UH_5=z@ zqtT#*yOAM6YI=A;sv;lj5&m#H)LUrY1~>rTLWFrGHp^8L9z_(Gy0e7#bV-E|FV4+U zk4`Gwtk14omgdg?kc5ybJAdJeBaa0Bs)?}j$c;{e30G?!T}sIa5#U^b1X(Bq>EbTD zMNC+6Y|TLUyEaqH_Q{?1-u>OdbV;FMt?4w~uoNrE*gnGiv)D8S)#0A+YgQ}FtC~w9 zXrYai006W?>N0Rk1>_u72m7KFaeP8Zo%5(cT?E3y&_MP9B|8xp2SJ)=a#WHFqVdev z@rtb=0a`vtqC-0%22>>YAoNmT{r~v->ZmHacU#zONu^7q8|jdaEl7iuh&0klN;jMC zZjh8vy1Pq4y1To(;lAK^&OP5f<9Ekk4F7Ylc-OP$GoSg)^{(bU>0~XmwMxL|&bkI@ z#rgZ)J{hOTjQ$(?{7dg`&BGGq?DksgfRBy_KO>kzzGUrW6-E4aGW{8xjn+SPt*47e z>ffmDUtPxLB!)~0X@L6JSO}dQn-X2i&E2hK#}hAzA1N6R3AyTv>_4YjD40N+O?Em0Pwg3M}tOii7<_dPjg}nn1 zCtY8_^QQVU^g9C;lP8X$;a?oXzk6`2(Advg7nGQyN=Xngs43A^%X~oWc(M+zxhR8I zAG|xY2M&5T*=X&I>k=0V@2{E6bm^VR?2f4RFI2T*Ga%tEZ%a&)KIH&@K$O~|6_>ev z?j$5QsUNVOlClryQ*rSlDqX$q#-u4~Lpm>fe zVIuacy$1q!PQ69OtF)7VE<|RLc*5AwGA{vL_3Pf{Jh^z{l7Ls(jvaW4Tg+ahA1N0NI8=zUR80tWzWa2o{T4SfL0i^%!i6j`{g55Z3~?tYCD6T7AaEjf&0^0J)8^kpGw;0~HbQ*u19cS{Tf2q(D0hm+qvq z-e*ze!}&J;iy1ph=SC4|Hze1J`gI}yj0HOeNY{R5stcRqlTtOe7Cin845%I{Gb(zk zj&}Y<6XiV0LDsCYi9$VnbZ<7wda^cHj=^mM@4)dU=S@VDx!8T)VjnjWs1^(Tfhd^& z0cTD;UG{#QfOK4qlslU`{MCNWhu?3d?1|&A4GrzV>UfGk6(?Tv&vq*-5pWW6LH|WB z0)Y&o3eF$9FA&dUpUa`MzS2--?c^+#iGV~oEX+8KI(E*M#2vCD8p}4TF|gfVv#W)@ z%~=&WG5;|*TxTmab);dv{3UY~fMU3EuA6S39^5~V&1x@X+{lMFkppQtwg=-IhQ~!+ zaw9^Duk4BpeIwj|4iqX*@*RdLTtD)^2C$E-1J=7k(cE^ue(7WPxf9Vm>S~mnoxivxJ%q9ot0I+rrs6l8?G^)iF6}?~4-6eAehz1D43(sg&iqE;3`S7ZC0e zLz`>L1&U6RfB!6|1&(La7;yd1__E5>n%^);bC7YDJCJDNdD4(<5?@{8$`(Kg! zwWS*+e4^$uijolHGft9x8Q1iH+#KldW1_NZj4_O|5`ba zXJXaRS)J#>QFFob!JXYthNZ&~h_lr~#Ct4XYj7jLwLjb39RBurJBPxF`7t0mXl{(> zG0~N{8eQKiOgP-!zC~tijPg7gua5QFB68N;c)b(EXsJBh@TRh}-urc>TRH==)`+7Us?aU(8XzsFCQcW%S2SMY#qtx}if_n1kwlTUB z4CMwB%vC>nL5wR;ZqB{|X^lAoGHYEUs8`{)=SXVQAF!C(l`c%x~~~5aQ67yCRu7wEQXECJMgrQdvs}WklYv__Xl8= zuWoiy7d`Fu#8N6I%UeZRN%7`1gI@3>jUad6EG4t|+OYH#`f=G#FGbWgrLo4F?%uiqZ2 zG;P()fr@E!6CXaIRXd|AzTkk_S{)nbA*5g;|uOtV7O1mev>M!ULDng)|f zKg-ZMH7I)z^+!;@#cQQ0AU;Khyf+72z5e>G0I`BU51Ri0YfyOuXtPzQJxTk@U)cUT zkL9>zC)fIlvL^_C;ocTdaYRqx7f6w#H|&T2JvQ{e`ZoJ`H~Hi6)7w!?jBN>>2nv#d z4~EW2sNLISUZzj}9(=pOM%D@wAvq!j6#O|C(|>V3%4;g!pF18a)iYh<)4qkLV^ib|TSo!codJ=R4-i>lJwsQWia8 zQS%3A;$m=y)kKZy2NsAv79%_H^KiD7^aQ}t5SY+w)W{ey2v@R^A5+k?mraajw;FI) zc{?4RKT}r|Q|uhKvaQXbWepp2_vdIeS!*>ee^o@*Q!C5)Co*xLPHoU|1sLn9MLC}{ zt1{z?Y64ARPV=3r8?XIaVHDn01jn;LdZ514z(d%8;W`1SMpEo0J2ZfPLq9Q@YdClElzlbt=WAyc4cinTi38Fa zCT9)fPXrziS9;NXw~TTzg1J8Bja+nKYND0x)hrMxu!B&9N-o>8n5PfC3`v_76o+R^_7a%>H#U| zOX;?bQ~;PDl4w3Q*FZhM|D@3Hq2IfL++T8*0=}g-yK6;(bNs#nYy`w@{`s!)AjT6% zN(#E5$6BlHEs^99dbS3rW!y)Xb+2HJQ=AX}u@XS*`Ct8yK)MZpF2#7jEC2xiEZ}7`I z`WuwfHE0FGr^u(jL z3wr3xC?Xfl>kFYrA!^v{W254ezK=-BAi*b9f@w97dvuOEdpE@5ANlxWmz70IoNigG zM~>-lCE`iQK6@_GrUDaXcK7bDlp%7AQp~yFo%w~}d;)L`wO3`sVx6KJM|*NgoSc+q z8i@L-kdAeLS1j*wBZbGP-khbw2Kwa41w@4ar6Y`YZ_1O>F(BhJIu#Z$0g8cp*>1fP zDKDKJ@*~s>+@j~dW4>)>SgR~X5B)mBmTWSpU-)ODzRhZBw1)!-6 zYWXrlQCfDf!tcr>?t**5n%{1$8EHF7 zPp;!u6+-gXq9n)&10Yd->lW}OIs%t>!hgd!_h=#|eRr%8KqOiqSe&3&bp-UIA#qa_CJ*NEIfq zb5(}@4>AB6jo#<)5>lXkdEKgvJ$HzG)rzt8vZmmqUHw4}D8CK=_JLX=eB(}=LX&rU= zegub0k%1;ZHlX9oZvf~27usI{`}|@jG+DoD2W^>xF~}eJ=5Pncbp@*DQz)I{V8ACjmg0Y zMkG^4_n*CoMg9|?Ltak7IyYQH;YB})^gJ9SKg$j5!Hez9kuQ%??EQ(TJ3k_Dq?Pa{ zQAVp2SNCZg{6$w7Y=&w&{eNefn}wK|MVMSia0%_ZdzOTnPUG8&m1M*zPMcoML$@O6~@Xq9m8WT9WL2A8C@=ML*f8{SvW| z-~Mx7It>_0#2YBLI|s3|Bol%$QvF z2Czpkk7)X(jZex2+afOaXmNX{kHPwr4rw#{q`m(@$uP~N=bPh_@8I$owp#HxipV$D z=e1k2wmOkm5~=gz-4uM3;%j*QYMC56InE!|^nuL?HIs}0ptv^*m&uc<;RqX)k3MXa4FEN#oNKr}kS`iX$*4R{CrqfJ{dG?X{2;W8{*nkqgb zI_bUTxD|5IEG^g1mLZ$b8ob^Z>CSE^Dr%snXyj|ukc$gs@j=?ubAyg{#eRT`%SwV% zB3t-jk1U{U{Ls5pn{LhZ7GMLS?&BK)QzQ?MCo5_gFd5*d%8FS#vN^Qz0B0V|B7{(82H<*B{4^x$-RV-~VH& z2~B^jsdWg|re4f$x<ExkfSHosp0QkNCo<`yavFSf@GEVB!GJX_wh%!ZWwShy2Sp> zd!ThNy4{Z6SpN+7)@lvc<#gvYtO;YlX@VESL(=&Kr;_ph>)R?-2-#MdUwi9l5pK1o z(sv}VQBfKI0KO}|Ge5ur3_;%^{~i6K0VBDz)aOSgTx~~#Uzo)GZYDb9Mai1Fly1wp z0k+l|giiKPJy#SiUqG;iI--g(XyVoBMtDOTf-yJc>i#)$L(WZR3X*%c?UI z=Xb8RY|GuArn`Z8KTrXoqt1-(@R~9n7r>pjD+k2R)%2s7)uo@5zLhpcgnI{i_mWHp z+Lh*yKl|9zWmSZ5tRw=lPd0KMP`ceC$@N&#`S4I~7&w2TaHL*8(4uu^AA{8dV{}vd zSi2j~!<@>4YrVy1di~8^RMw45)!husHs>`h&3&MdiJi29**7dS(75|T!v08f&FGf@ z&=%lc$6N_tQ3+g<4CuaU{s{i$WtMt^TwhF%$$Qf}%&wlfsLU3L7IM*S`Sx4%w{!yr z7vD1lB(;Ga01q$elt&-forKoUq*NG(p8d8DD4A!{DmHCV%W-GdkzY5)k^r6Pa@;&> z&#Aw*6BVP4v%%%GIfbp+Ntci-?lZOai*5KK^3&DoWB5-8&w9?aGk2jZ?aSw>s7FX% zZ2)GvwPkNtB4(!>B*lG0bg~+5PC6Gq!2VS5@2yQ|6I>XqpP?=Pu&a}~1f1Ntb}(GK z?6uxCK(xWbyPYyT#=`+zOt_?IfTT&`tw~b+J)dHePspscF0Oy)*TrlX!*bP?g&ED` z91j$}7453Ec>@*TGJ#fQr(HlO@oX9|>TDY$rM@OqG>HVz)~|WLjU@u~&ywjTMWP)6 zipv#0ZMLtuU0_Q@%~&KF)6Twrpt^dU+pbc;(!9-IHCF!Wq(%iVvyq83>>gdsLEMdo zg2-9}kVF@$Xt zQCeEu>T)~LG#!Uijz%x29e6f=py8Mx!>*$;!O~&M^~!O;5ML#+F5OxM{@M*-!Dcgs zvMumQ^>h}+2cCkrDH&_AB$9*d#@5KeBY`RT`_IyH1&xp(L&`0SwQS(`OM2JqOqTq2 z4d1x|J&xGT#WM;Zu*Z7pCMgk;l14$y^;w$I@+z9?v)ZHRmjh@@aZmaJpSg4(H;%hN zmL+ktCGaiNhiH_)c4;fqYjtDD6=OSAv!<#S{p!$m&hC2t?G+v<;*B~Ti#1uCjZ{w? zP?C;LTTS{5m4H_>=l*LIko@Fy`r*~;>o6#uZAy)$C(uC?pv}Z~43P}hZ*aoUDob#Q z8KD##qlvCC*4>`uiff-lMJ8^%|Kg-DJkA zlln!$M>}WRbL1k$3K5G!>Bp>4`?41)e;L;|baOao2}-~=s4ZliPTCTn32rb!+0V^b zK0)YO7=7=tRn{>IG`tVCtk82=#cx&j}!cw_%fJfsRK)lfEd6yi~#X6 zOYW}J!~!t~d4~P1VlW_Oh8|>$251&;7~bJBY+-aY}A%mA-7u~wEKykNU!Li26@Ib0=F3&tj^N8mxk)M2gp;WLtU&2q1>^q_m zXf(T-%NOlRKh91#I?M7c4(FW9A8)GL30F^#UmK9sZ$DBFR&UU3_60pm>Trn2cit4{ ze`<~!S;9iORO2IfX2fjmVxRO^%fn4W*kynT8aHu!ELT|}FnxOxrN04C_kY`p(I!GG z)ZcFZf$gzLWvZ2};Zh6xg|Ly|gN&1h9v`D-HO+FKB*Hdi8{b5pZEKtCT!eAs)QOa&_Ci;H z6-5{3@l%R@KRmbYI7e}AQ&siF&dJaz`{Bg(c(30^W#TrMfA_wsjsWDJT+WL7)TauS z0J(@seBJpfWq!B2Y5p7(a>7j5lCrBZxo^r_yR4quDdd(EIr9-IbElq8Fp7pFyl=fF z9Uiu_oT|l+UaC-?+)QCj*aPvLu+xr{U?TIqMEd!fmh|3~a7mcf>ngtMDH#~u!oFr% zR0P;|N{GT78PuN~iH{9SzMw1ePYKjw97A4UVC1G!>FdBpse_sHgW0q%F6uqQXxi10 zW(G3}puO5MPj3OUR41+4ob$?P*<0Ei#IJ(78Zbj~9BU@flN8eC9p}Tjz~M71Mq4^C zmrBaXlySNT7Q@{9OTHHDz(ALY*VHA9lQXta10|ROihI^5;BZW=wrxXnNIv!R8#Z+L zJy?1;>q{LW*i}cpbpra;s<3hj1c@MGYQa5C>CS-DJ)5cbq#iI=!WhS*YQ@?g)FYa5 zLrT@BIJ0B#)H)5AYZ~zlZ_HL*9X64$ciD#}@XBqGU>Tjf_dasOjg^1e!3+zlQKcQY zI-f}=i%QU$S^I?GQ6!J3Oe%vSyY)<7?#4IIMDf>o%`=d{&x0R}F0eruYQ{SsLAe4t za|AS(W}z_0vxGvY=2E0JZglhxyhU4*Nb@+?x}OT2BUp3j>hk1j{^%e4HgauOsb_Zi z@?G;nQ!2#|URJkPw-ec(?r2Iw%2b1Tmg#vQ6}s_4GC9@&uF0sONv^B82aK+@=h`b& zkc1!`_W{-8FE(KF%}Q^9!#A?ZgnL`Tmz8NHqD9!|tAk^Tjrat%eRzn9tCuHJGHG^V zbr}ub;QGU7jida)QOmP9_+wNaz^hotrDVF)oAIY5R21CmMN_gSzx<3PXtwXm$BF?) zbcj{9#~lqBbaH@@VpIO^|(b*$A(gOy2hhdkeNd4 z1ed}gb7N)<*v3)D`|g?crsldkmdK5J+yXlOYwY8yEr#_<)t1R?u6rr9*L0o4`JaT- zmfKOxW{A2XU+IV`-^_ww+jC{ujPXGJZ*`3Kr5-1$`I3^`ED=~*4q<#9@UrxLntmVe z7ghW#UE@<~;oXT*^c!UyzZ=9%v^|5G8|tjEUHjA%9)8Zm4Z)_=08#*9WND+Cbjo$a zHFkW>$!DF%5HKZcHp)|$Y3PbA$tQgGG~4_?)Nqw#P<*IQb|F>TG~9TFhv!N*BI$ta zl8BKQX^jC@N8CU}qR$Ysub4%)?r@E%icg_fU3!BTc=*O%-n7MCqo%=3&~$Cx(V?Bg z^=9A2PFf%}S5>Zrswi%naL<%_F~+R^?+n);eyslIy(9!jBIUYoeESmDsL#)I5%f9R zy`%}YGE3jvj4_~%2z)s{@$F-g*oeJ@mES;?!x!p-wzeF_;)z2=U%E*#ZTPkn6z)|D z`ESE<-3z4!E}<_^C7x#ZoZ4Txj|}=r6xZ%A(1tV%fHCvdm2~egFSt$9bCxhhriwO2 z7zkmrMbRY=X5Is_;rRO{nWwBnyCj33UjiG|3g=|Dc^5@;L-9?JxbWvoPEshon4v5J zBI&rLkMduJ2Hg?`w&0#+Y~U(KeYRp&PU}Od?sP|Nm=`QyQ&u=9T~hPld#M2P*?R)K z#hC^PYK?QyjM==A!!h^HtHkmT=Jf&1AxsG}!E?yLfczbOg&80)7@innKx**#*IWUv zFE;yWd`a&17HPON^W%UP}b#(vlpnSin=5e{$4igl(+ zdW1Fv+le@%ApKN~6V^{jDtL*JbVHbhI{FD;IiAS}%8Z}g6U9uW>)v4X^C<#RCZGTh zheDcPNF)6`hgM)y2TM!CIBGc=4~w5i+40Qbw&WenE?Nhy-~jYM^j>M%}S+L^FN2T4BDbA4f zU6za!{!#nqKE5(cJK2hSld;v(B~<3BhhRJ87ld*yH|oqpPf?0o@?01uf)d@bP4V&Q zGWsB`3}Zr4Hqc%$ugA?dB*-Q$yx+QelbIE4vDX#%?sCR93*wi8y*ZlHwb3h-CS90` zwx7M}H&ER^^TRywUiZ`Py83q~oSTj}AM#%os>?v~gfj6~SEVaIaOZcObbTue6|C!l z!B2VsWla|HaepUEo4Dt`!X$See2Kt7p#1dRGe}YXFa%CEmG8MZ<>Sc?Vf7qXMzQyDNXLBL%ui3CH?tCrSDvao7tS*IoZ_>T+ zK}(-$6pJqqSvx69Gp09i5lJH{Nxt>1g;D)FF@M`p2E<(NPTY@a!Jxf z-z@M4=Vmoztj;W|G^Z4kBU-8nri}J%Il=&phj0P{ON}X|KYMm+LB#3TRS%ypinD*0 zZ3lf8{OuAE`@yki;#jlOF%KzI3EOq!o0K@3xnCY5lS zHHiUJs2;@YMv1i>^dZ{c%p%v~ThBJi<{S9Zo#&Tut0-W9 zkg2pe0Ab|qjpwN}rr6Zwiss#fEw%UQgd<~z<>L)OM)EmoaBH9s2EU~i7OhJrzkRI2C z>0j$2MOtC@rem@ckBiu_$<)8zNJ~B4tzSqqk>RT}p9_?uQbQ6?Ah42ih_v0%xBRD} zsI+=n0{Lew-%#5%cG=fPTHkiTTB`5U+|Gp(B(lf*nPWxzSYhzatD9B!F|@C7^IFQY zXZJVbL?H{ucE>gO`v^&UzHQcEQm6!`A`mFRAoEXBj~7U6tM|7rNDcx6jt$6KRjqyE z#W(24VTt>fi~#P*0adBm9ht4qip;d~BII6tO zewm`FwF#hd@K~Ya(5Y8t&%QnZ0cFjBgi?iKYc|O(5oZa$@+O@!D<%RA2;2GD8f(FH z5~eV)VBKFs{Sy=-k5JsLvHTgGVifB**BgI!sn&tfG0Ku0UZhTX;!QnlT)f64I;z^z zlfEL4>Zfv_VOkE6HXZ6sRk!-=2NM|-2)98B<%S^=nSTEWUH71@Y1rWU?;Bb-K0|+S zqsb!~8|+_+PT}FwqZZhqWufhpRoef;S^q@{OS$47#u#)|wJ$$D9N+UYE^5HnGw-Fg z@?Fq!jyQ!y989ZtP_R%Gh{!oXil?!jv2sx;zqqu%&MKkyEefCY5yc<9!So!TA6;Lj zA4h}npGT9p@z3>w9W2VTWYob+VY(-<(A^$D(U+YkK2>fTfl#y;Ay^zmON{lUGJ%mD zB+(h)BujIwTs2V7xWx<(k7P+OkDe{{#Nlz9C?~3VRjdSqbWSL?gh7)amQ6Gz2LLz^ zL|temlN%vdZ#j&Cj>NA-r!#A5!7g;jaYV@#KNvm9Lyub=5r7c3U^aN$?@+uGepe{t zSiH%S;tPZy)Z5bHJXOs;$c>p2qY;ADNgRSZZN4JjFs*Z^%9XslbNu)W-8;BBTB_rJ zA|iu-D8PA4E>F-_Sc|kdD{D{EK@X>~Vt{8az!id6`bRt0nA~LW0;cb@&)JqxRxK9h z+U!*?$LlX^vIdDnVCdfc?leJ%n0kk#6H+{0)U1Q}lL{cMKh}+f{2j3-4rf2(9V#hE z+#Ej-Z#v5*{!Ro+ow6BYL~Is$?@(%1`~1=mVxY@wh_Q+=+qAw~y`P zy#wZDX}2+B*u;EMtOxqz(Rnw{N7mBmPypBchmrPLiQEpkOu%18D-F^3B;MGO8PZ}P&~aGfVuVJiDt1%pY<=Huxqj*^9~%?V`wDkv3O z&-897fof>qdXVAxE2vZO*0m=YuoU%>bHsWJ;w z1lw!^`_mFUd3}JWj;wcq;d-GRZ8(GSN}$}BDC@$sLgRKYl9k$tGJdn=e(GEC8k>tB zzAKGy{+yPl=5-mfU(WQB&#+#5T>bm*#4{;&%k6c?&+CCv9iy<_jeev3Ax@vw8MWeE zC4XJ~gVVD1UvkYv!+^uH`3ao?K7{oYA829#QV&uzkIB}!spnpOj)hJKHXTTK;Z2EV z17BAZ#^d@Nq7~~tX{`ebxXPU_75=4Mi;xcc zTfuk{j8Ly&(zW^hcd?hh7g-Vi6CViz5 zyjVeMb+^drih#Z@9ccvyZVo0F7LTk-g-J^0z@94F@rTkqEBb7g2#{$23@Qpz zaec1yiUlqz%t!~~q(U^$KOiizufi*Eu1wr-~rmXU0Z z`T@vjv#guY8U!aT4kU||WFG&GXz5G!>16QZVxcO>{GE0l5+!q_ANXEVr;6WKYVOvV zeN_LkAJP=dp>^H-e)#J}%xLAQnCXrhC*%AkbBl0L8m?9B9{P$AIie3a_U3e|%PwX!fAJ4915qLP@$h$2#})&1~D9c z8Fr~HPZl?A2@rLm1 zhj1>ugUZLoXPj06V6hF+ETwro6+6IQu`uonA)8XDCJbml#4!pt4fZuP*mqeRW9JYCY*IeJW z)%*$S=|QeNPqbLamSHmszV(68^~Rm9je&ke`&8A57H zD;cXcw!otANvZhiv60JlR+*7kGx+rx6W5E&;t77qAVhoC!3u3GSnt%6s{MCM3N%rv zI8q&CzAy`~V=NK^S7>2rz~PYJTG%h$v-QY;-Op0Y7n3OM6!1}m+pFE`^##qrb9eUj z!8tEk2VvazAd-d&+;jA47yDBOlSq$^nZ7m%)%z2#Fq&s{;Y)APcm}v!rm9SZp$I1O z=<$Z&3wm#F|0uUy(p4*Wc&V&hk$IqbW41lo?b6|ZNcv*(sI~1esdD0uuC4%q>%$+f z`pM|cj%WMBb#X2p=*lT}F$G*d$Hq!M%fi-(qU01NQ1=F$=Qf`;zR1Qk;;WD6HpPKl zj#r!7r$AKB*E$z$I{lb6y4@I4TYxU{&&%e6Z$wB-mf@sKuPIMHUNwaxlA7@xbNV+B?yq#-S1;y-M93+$Byu=x9VoN@cOePqjSZx`7`?k{tihPTIdjCUs$Y_1IO zjF@8X@IVq%n}b85k8`c1<*-yHg=JoKG#$z_&4~yB{i^Q$uvQ+_J&{pS@c#FDQ@HhZ z4X%Ljm&Ub%G?5_IBa!BQG~n(9`eMJOx2ep9-tP8(E~H>Px2c?OvM7}1HiANKqj+|u z52WA(>gPt0VA}^$1aNj=QjWC5{XR_aa6x#@XxGj<;qX>pYm#HIrbv)JxWL2u4<7T2 z-Nz{|rw7AWoeb<}z9WCzRKK%9b)~zju;kpYJmSgsdr<~Bn$lxBo;>@`G z?n+hSi|!6ICQpCvOFTSAGQ%4U^=IL@W2+}5cZAt;-_U%mmi>bTUWlSuN7CKtyKJdP z&z5ALq7qvm!Dc!_M-aaHGe=1t%)GtcEibR&6F-_FatR1(a5HeAwDaldE7m(|xIU{d)QsBNrVw!u! zS|XAsB=e^iNnYb0re#E}ph4Ui<*UxpD=WdtKp6uEe{LU?CLk$V3IYJ1}rr z=92;mT*Qv%^`g1d#Qu2P7Qn>PXcemh1ih^E#@CdK@63v#_pvg&`s_Nl1(T*l+viTn zB-bvlcI%10wQ#^PyO^_r-Xg(zAHY}-6uF77guN1J^L+t4P&_^ynn>VkCq7Y_ZTvdo zzq|l6H!oLc6gS=zC0W+pq}&+agc9)HpcoZjlZ+&4^w!s$6fO+*Yu0Vi<0Z=}Wy^GZ zXW9WEb7^sURPPhsRdrY_Bn1@?SbsDw+dpeU%vgHQp8huKlo5OHT(Ay5_vaLe%bnoD zl=$lBIGE+Ud~&V0tRn?uTto|%Z>>JpaXFo?hqWA_e@K?BHy_h*z~RSU`Jz`=eCM;D zrT5FRu|`K^(1%1ZDouUH4i1kJG+Gd6)&dy6ndBc?2Oj$Wy zMu^j4KUXB5s`up8o@d($PO#bjv-RTA{QfHWgSzw2wCbao8{#zJjqwpxqZF~6WG5?; z1uHE8kNOc@|Md#@r*5tiEdWyQAwx|A=1~gXNz5>=;jARsHkFL-NSWwMom#mDEP@?!HuleLvJ?#LGNB zHjD%5<>#%KK~!NY(Tnn3t#nH18vSzVvs+X#-j(*qi7B&9_(fS zDK=y2K5AKdqaH1XeknyiH5X&fW#C0vVF6doNl>TZiSd~qVGSCF*Lvbz`plXSdL0@A z_q*a92y$40Lh%bGPMYvfJYkrxVmX_j?3Eany7cBV=BRKUP%xk`fyBDr(iLdbBwnBG z{IKv!>btW*dx&yKie*&ad?tHUSv9e6h!WVLYjYN({Ud_H&%l0Y;bH#*ZK&4v)n@RB zQRz#{ng@zH!#$_#JCghFW$uMhLe=-a8acm2Mg4ip4My4og|;)0rptsLn0bxS1QRrt z+#}Gs5LV$*QbVlMj&^o8+9Kc(HV>1~xXg!FZNvK#^YghsUh*Z#C0%Vk&&o)+6-8o1o8BqJ(a(o>;Z8Z6Gk`nzrwrXok*1 zouQmFbtW#op)rp*Skdmh)#mYf?Tnb$ULX8#fgcuYI4(W%>q<6CR>ck2Dx z8~0z?hBTU%_dFaieGJ{U5EvdQs+$L>oeR_(V#7euLh|sIKla5X)Elr>HtmW)^9vhH zS0VX2{d0)#Wg{tv)$d4VhJX}3x;c}4!CJoWFq`f~Xuwi#c{7nO-JO)Y{7&liyi zg%rR!Mb2w-Ac^V;a4HY_uGxOmj^VywqiJR1bFsWR_1Kq;eX)(Bs&%IwJ>);@Ni)K5 z#2FkeZ?QL3T@V@}8;#g6?Va8#RXYU3EKGCoK3oB>?z*qN!x%jbr^DXmQ~P#Y?aGJb z@Q7)&Qt%*`Y_Tt1ah7Rg_`{=ECcnpMq86sVPGzm_3HhsZRGs7yT8V0RLmn-$U@AiUEI-Yx|p+2YHDmqI!b8L!4NpV9KjBFw;5-DAH4TxHK!uK^7mbS zr#K~M_A86((CP9owVc}pQwPH+%#Feg&KH?GjStC&oFOSdsU{kKx-Q}oiE?!!3MK*I zh(D~)-9z!FGRbdA5e0`vqq$OHZ_)o^Ygz#NZgJ~}9?i12Xt>Qj0Z9$vXymubo!$tI zIPa9QcQBtTWN%Gp)bCXCFze4M_8|cK9aMQ*wGF|c(ULDGA|Rxae;B7|t&+8)R|n8( zPgJ9DW31V1;B&XSaOfkNZrOK)^=`W)QtvMfWi)y@*u<>qdS;OCpe_nWq4ltWhISi+ zN}Qj?{N2{6?PE0oJ-^+~-o&=(;Lo%B)<+wM0h^H#e{N^{hA}CH{m{aAHs7V;3 z$92ks@z5W;W|#_}h!tB{&o*I12eJVm!VgroYA|{Gy$UJkzWWLkPB12}a5G)#hyS$1 zm1bU;_SG|9b7`vdj-SUe#bdvT&+)K?^}f4Y)w30Hxrd}+B&DuP8{8%*J`|7DQzOzaoY&To6K zUjjDqz;h~D2k0ZINUtZfPD0>6XQu1DWCn62*cX}_;*Yt~4hZb$^9Xcks$9g5)_x=6Ui&R(POwS?`gw%72l(ZF2k<6kEfh6V`El}n-0AZy7JkHl4%f5w- zH_9?~)k^|et2EF8%dnCXbr_`b9Wj99A+&}mf;7Ybolg`d2oa&w@#Le^{#D#*0%-{B z(e^S;3U@-kz=jO+v!sXVGPgErr`3b7E%tY8cMhpTKYT~1@U(w2M|6MZIst0lFP%1b zaG&G^n0S|Tu~58Yepd$}(FJE=2K=~BDCY$4mzI=>PB=L)RHcX}r%YW6>`1b#zgx_* z5DEOL+>+oBG?+4p0QnbXP|-Ujy640Sb75?9LiaSCc7Nvyn<=QLqbKW4D86|`Te(^R zL=HCtfJpkAy3)xIR_%kIKv=8nOIS)cpMmS2Q#DDLM_}9S*@)U=_a)1tht2)z2ERSz zvH;H(n6vFM5$5Q`61rt(fSSerEMoUKa)U60+cMwBq?>nxRcfMa4Lgu1f;AuJs|pQD z+Imrwyaaei(R3ru=>~Zs5EIgqcr`>zBhBdDQwQcfOYiz-#IYR`SA%GLM0>e5#yqqg%_Ov-HmRBr*pR7^~&XF_-b-?V^SuQfO$?)^+GoXrqw83CFTCbN4QDt z*rH7^XbtnQXCqeefCMD*E0e(-V2pH|S}X~bP0v%{&3{_Ym`=I}&Goixd;=n&e2=JaL$I0AEUPgVVxB2wk8&)9=y%Myxs z7ha)$%C)z{j>%k#na|8GeRWzkRf1fbJ*`Tj6Q!&-V)SI-R*Gze;thGSN*%zsom2=Y zsb5V^Isw|4f@)U$zdw!yj(ioX;IcN0saD$*&{UfEI$L{rGbHokAZ@dLebAaR_- zjvH4*+JaEH*8@X1Ynp+8ZD)B zzkj2v6J_mX>oHJ{g^7Hx^mXU8t3(LWM>TS>(Vv_WHI3LiDpD99NSLX64b|cqZPdEr ztPG*v*TLC?gLFQBmI)}*M0bAP?>#6b`e=&EQ~d7Jt;0V1nE1wgo(H6LGpiU(2@cow zHmya4ZKoc@?^Jj^e?&eZEkqQHHT*`}**jCQ)oS(qtl1yY2#M{;pE-vWJH=<5k098W z5s(gGn@v>17Qsf&SJWKQabkHRk?oSGa#Li6!(PE*{kPcS@wsYr1`+;?!A>C0Huk57;4oDH7Erb6j%@(P7d9zeGc2sG>rdS z@^Mhf`XMFB6pJ1Fa^|XUkJb)&5yo00;LK{}^?Mv~L*;9?6zx5}m@4pR*PUGkF5lryX| z?sukQM-qXmb%=$i_n!L}PN;`d`bZK6l;TOyjpG5(D* ztPB!fc4AdNLdjUn7!nZ|2Fgik-p2W

V=2}KH3vHal&6>NH&9Gn2w#_YulbSO%WC?Fywor6k>fPx|d(xs$;(lB&N%g`yHf}k{lbV>?JcZYNj^_~NI z``r89f4twj-@U)}ed}?tyk-$soafQU?{{2x9zXucn{*kpRn0VpB|572G_Tu>i%wiQ zyG^SKQbzjA0G-rggcN)6(~B`Tn^L0Ya;D11Mp7x+34TN7v8@jF{-2kS1{BZd#Gs_U zRr+cgC--oU<4lAP@~lHULF#(VTMN;WIkFgA;=QZ^xp`OXZtH+t`$~gRWsPXHR8C#i z(!fw3aQ(3JlyjORJt^ZUjVhp?dg=ND?(oxe^}Tf&+C`lS2^HRa)8v&OsplW}8ihQY zq(R;73+amX@yxx16ofI{#_(1lunWwj$I)#M`c%<(acgnZI&V@Tg5#K8Ea9bTj0-a% z)kx`UnO%M?J-#k-ak){%3r{Ikr}C5G*25wdVTEryiOIZKcwV)%?g11W@XG4pz}8oO zBOnLA2rS%-D=n8TaWB)_3Ur!_f&4d z20!zwD>J;tC3R~|oXX0+=CAVdG7R1?dB-W~7fk8{xBB!I0Fw#>FsbQsp9pZF9tseC zi%o`0BO%J<%)F=FjL;wny(Pvw*?Y1#a$`SJ=nM||$RykqSGDaVlKE9PyYlGuIf*`E zUiZZ5UZpDX=7A))&0+ili0i*MKCkS`4oYwU4_2BQ1nnIj6~ny{o&ExkvX|9u1i;I)w1$h zc|;BlMV(Fm&X_+xtRa_$c<}zQ?h@@ei379!LHcQPw>YeO+|vhn1aFPZ-W~}Qno`uC z|1$BEFcnJrJ$}tLw&ZB$0S2=v86N5VSL5Y3ln5z`ppKpLF^p6zi$1(Xo6oLVorA;L zXGgiG(V{(9a3ON@h>kL0$N7^{=pCxGk&`5aKX(#Su zBqpPk*R3fj0EpfC+i9Ot6XtP5Sf7;n0(^)XQK0&S_EcftxKV-&`(Su(UciCbER-Q` zeB83zzircGG&|vuQeEGTXi5#@h@DQ}JLZpLcJdxlfg7`}W~1bO0Z=gdti1N&tTb~& z05o9i5y^&xmJy|{&Z)%SuDM7W8v6T&y#9GZv>i4@p0H1x^^`Euy@M`m5B+qqF&-m5 z0&R{y!9ttM_p>W>XueS;kV-gz7znR4r|K^Dpwqc~xz!Y2`c$a?QF+qN=RuCh%gE#z z-@#NuH@f2?JsTKs?u4SFRv2Uh<{jynQbl^-xYivO9r;9_Fwc&&vJ69QXLXj-H^V&5 z&eW52O|(@)_t~;Qd*U20*Pkv@F0ppz@C=F;`lzcQ^H+jDBS~B}3AwV>(rfaOFTi&4KH*bURtMgq$0*KR_d&kfD z9sN?k`@OL=#EYZtRHAWV@S1zEJOFtLfZ`{}(+&z*rashIVdOwz*dfoO4R=nK=I?0b)W* z=BoPsU6z%5=+49%A~EaNRQkjr(aZC(lJxlJEO4MO&>xk9oPtI%HXRsRbf@@)hC)V> zvr#kWdn{%o)R8bIXph^S?!Nz?lZN5sS4 zg7oy_uRXr_5PZVD4EnVy*NsQh0oYKA`t!bZvWwkW5(F8~;t-v*eJ&}mi{VfjaCvtm z4W`Bm$HxLG(BMN|?zk=84iug^+m)t(+qYn0SFo&0$c_z&nTlsP?7s$neO9<{y=lGo zPR9@X37Y&96BlDJ29d+5d8vldEK(L;`r;gu_nOu=1*1C+{t#Nl2Q=ujE# z{g~=*BdfnSV<@z#-71sV`f>#Jb%Ojr2ij$Zhe^xgK6Ne--*@cjF`E4#s9Ok`u%3ThjqI7QRF}?O;6hL5<(7%L%ZDd{nQQ@Nsj8nIB8ZNsy5Fh=831j zw9Ei7i@4#+3L3(}a}5iaknqv4)^3+aQ*?}(Z!ngszPpPjfG76=&}~b40-16gp>p0L z=>oS!z(--;Gh``3Fg3;G_zw0c5yNo^sl;_J(>h)#>E(jXo)0JeJU+$ML0YUdheWk9 zzjGpoO+(4&ceaboZ_{I!N|KftxvMcDchz~;(q6Engo1SCV?V26GINoMit?B%r0D@%E`*-}B}WKOwj7${V5>#G`m3 z`;yC)bWZ$3M|BlKQ=3Nrp~eUS~6%>-=Zd2M}G2p#@wejRNvz?&EU^ zK=K%WsoQx5+pISYK;|PyiamdPdH2l@(G@MhxG=`^YL^_5=;X@mx_c|kC_~;QQDD)J z0zSrw{eD^qfMCNZ{wXG`4v9I#3g1W)!?x+q3N_dvU?GCERgDE0F(F)&&114=hD?w$4&yQ2xW^26V#=8yk&%vYA+IJkI2ZhaC!F=O9Kosdp=3+2+O^%8$fflEoMsp{lAI?+AX2&Y|Z^>V$uUFqVK>Y}Kr`^E0*rUfW`Z+42?mh0$QPD4n zxAuIp=bP;)ySz!Z0VEvH=-T67tdFYUlY$B2Pr(G~4ecs)>gz&fveQl^t9cYM=_)~My<5vg}JJ0wTIo8n6Fgy$mqL$T9ntPwkJBNb9F`oxKsl# ztuql;-Ob$#)EKyw86&Cox-gSz&meE?R_%kk;vqjQ=kyLGE>u&x@8mWyp-t)dEd<6DCyFmimy@=lNGVQ+%IlaAC5my~Np=#a#kyE%>huHvMO~KK0e+NGjj8J*^9E*6>Lu zcbt-5{6`S}W?`6w^IjRie5UUCtz8|I=FK=xd*D%E;Bob}-f_6X;2CW6cFHG%*a8VZ z^#X$}(HiHhZ(qZU&Y3^E+bZHR)997oG@284!Sf?Fb`nL?mM9)A=_)nWk9AtGxEBfk z!6<=0N@VF_&!}6##oPz?(RBWLLDu6n+@y;G`913SQ3%)@+D6Yk#|NcN!p&(u%66@sc_uhj7XBmnJqogs=ZCh1&TS~#Cq2e z*G+-&-6-I?PKL>P$WwgT_{p2vZ8$mInstb_FWeaq>%L*R*2@I=TBf#SUY01+O)F4{ z*rK})=zgz0zuJcD_(^PU4Ba#4J%a^|GmmGI(RJ;Fgl-AzhxCO11H zU>@big-i32qLViucNZBRhoYhGXT|d3bigMPOT_etitc0XmU+-I`Vn$d58Shz0dro_s+i~bcgP3SdaGoV5vS1+Hz(bVmk_1 zkYa@|MkxzBz8!l7aJ$el;x}W+PgA+i9(A&4Lb1L<^O9y$mul%@O%kWKe!GVoG(|CK z=80kQ!2e#k2OCu9z1H{Md8VdT@r}+3*}Bk~kgtrPLk01>m78HWhFetMSo_RLarcAj zh&dT`YEH&`fp@)QpnLxR5}K0A!DEs?3mjeRN-Ze57pXkZ8Et(XBnIh4xha7Br}Fa7 z($8EIDfdKA);<^5-nFbdOFl0#ktO)LM-Hq7lWtxG8I*MKqCOO3K|aPI&x%wTM4u@m z%2=I?-~nQw4=s=kD!C9ok{_e&RFwBvfm_#ZE_b;pN@=T;APznFlFW$82NO49aG!C& zy8QvXpG>DcPd+vnC_U=bRYNw#O*c1$Vw_Y&HD0pUV|BM(qF3d5LA77(%Ug6;I!i=S z{U_H`vqv$`zML0yy{)s<*hBcIvYyEwEf7yxcE>n}eRY0f1xDDPT+E9c31Or(-fI9| ztPWza;oB$dF@HkQb8^Yg6Ejb-{{Fn2AJ}2=E}sVSM(SCINvs0FEW3yxo=aDxe!4Zy zZsb4F@R%ZaM2hS2DsF-gCaVP3PLy8}q=jPPoVxxq;k92g0I~KB!C>AAv6jGYSC`Yh z!68w+JgE)hP@{!MOU>T*0^;4+YHMOkXet1HX0g+Efdu-K5h+?6$lLHd{6wwmn$1jk z`JtiGT&rFACy+P((2`FcQ0m!IK>JykJxJ4W%GD%1)xUCUk&+Nb@H2<7j1ofZ944fw zo%!4tkf4(Q0H;~kPz458?eaE%jDhI9_7*w#h?0m9Rmyz3T!?!3~mL{B^Ej#L0iF28#NSMaIm3&vVBp7DiP2jOZtpfHK>iZr>Ms-MKm#NLjh zOfA~HdkmbK1R;X{9%8-@#dhgSq}cVNy1f-0L|MNYX1a?+kH|H2MemF zL6cWb4Qxbz&%bmH01C?t{#+jyADl{W8Zdv=R6mALaj3SJhdZZyq_V)>xrgokQ zAQp*S1Vq#)R5t`Q&zzh}_M)7g6ct#hd)^BDCoA;|aq!6(JYVKB{(EN4rrU(eomY<* zf*(AuLD5pv)e7H)i*zKcV(EJze}JV@rSNgNcpAqTGzrh({2?HLA{IMY8d`wiyxBtz zn_uu7O~q==TZ4anHDNp^fuD*cs6 zVa!iYza*Z5$Ro0$d0iC*6jRtH&;-%}Dvmpzh%5p`7Gh|&|a!;RJ@BP$?T%)8GtN=tByb~L6VhM`K zKy{I3p$6wBgtZm#(HGDrWRxHAqh7AL>h26e|1~Toeiyy(@taF*nQpI~U$dw0P!I<& z0k2;ljBN@ZyN)$g3L0sj#ZFabd+Oo0`*0+sl-C)0IEI~obE%d+@+QzM(-(N}juIMM zK3=s%oqFnrT6p6zhS2rtQbU{?E|{PM#9|)IBZK-Zr z38a%>jhxkr!&MeqB400j%W;lqz`;)S$O0 z>8$QF+f+cAx5q14+s>waUV@PTrk$()&`bAt>J7Xazm;7DSu1h9} z2-^sdLfgnC-2{F+|JSGYbRzmR_-|gCr}m{jGNb);kOJ5e$_7L8(=-xFe>B4iM8TxK zIH4Emv1NUrM<<%04pkQEQ8AleR37E6BY9VgGka?1!T)!z05HGgJyiiuh#sGAA09@* z9Kcmh(%*Dju0DO3w~QjHOF$6!k5o$oygfG{{1;);T7qtjo{V8*&)?p^dbCChaF^i? zgTOpeE+7=C-NwKhR(|VW^d$&Z9if;zC=J8B@Kw6VF_Rq%+>!cGP#Mq4M@l-Mj*;*2S;Wcn_1ag5g-g~Hydl-=4HqGs$ zh3&oAF;N&VDQV0sk@Oli^a@6}ufwex$xnq_zN@L^J`COvlLDp#U|28OUSpqN*s37s z283U8!(-y_epa8VeZcTKosbmDIU%ou4{&E*WOZOF6tIg^JyWq@eRqKk=dmK3g`KMI z<)=N)_W+VMW-MsuM0K^G&t=j{Ki=r*_T9Pv-Uuh%&XQGwa7{{GIr)jeS=;5??m35j z?0a`g*$c4TnW5RO8_YQ4L@+^FU=rZYgyuA-=QV%#&>jwhd+&|C7dSbu^mi*NY5cyZ z*=9k&PBVIOYa0NMZ+7YV`s>~AQf@wjav6s`udaRcSPGCGr}SGi4j!7*itSWsL5jORHrNZ?8ZXwT;FwNCL`xxix+h!?tIztH9*)&J7(=O+_>r0A^ii%jz)p?RAI13XJCrcN zjhx!QpzVhe~b5tTVOdMaAyB8BvMh= ze=*SIX{ZI6Lm}&$@Vn9BQQ$bxS;g&sx-QrejX|t1xY1lnuEvR+$ZL*es$n1)282s;*aTAy>e3gIrpdda}wPBWj7Lm6O{}HMNv!)@?RA!ApQW%^J^T# z|JSwbe`w48-f8@A)22VR;{V7S{1*iavzF%`=TV+cS@~}>jQ{`Ivi~8U^~YBH-sFFW z8UGG5{x5ig|Ds_1JIwfh9vS`*8NlC$;?EBMJIwe$4d(xcw(Ng1%+P#_^`=7n4$0vj z*?WDr%40whGBlKGf1qAwfy1s@5V^fHEVDFNoOX1G?y7P>eEVW?A%3Yv2(WNzpUqA3 zW9kmW=NWd{d_X=%D5Dk@2ae0TRU+J&yiBkrUU-doqT}wI!Zof5nHtdl2C2 zG>TJTK1hu25#Y?kJK7XT=t?LaZH=lbFo741rPXiF=_}ngl)@dZj%tKryZe|P;8G!u zR;#qH(h`58D;};p@`=+FK%c?(yRT<*N}Bk4fS*orPZ8p9=B=YvHQ@8ww8D{~m~b4hZIcckuZJONYvDd=C|4}i$* z5v;bf0oysVn^G(S>gvN}EcQ=-jqZGj2Xb{yRxE=b?+Z7pJl)bNT%7W;Ge(out|vZ% zl>P^rv9-}kg59Cd%jE$D?b12t*c*no+WFHHy&%fhSPN`;Fl|VS;B(HLNs#q&=a+Ny z^dN`csXLn(r35DRiHm?Y9bv8pX!xt+m+Pcn*)u94j=t@@eNtBB=n~@0Bk_m#TaD^6 z8!Cxu7vA6%Uiu!PUSwIRldv$Rzm38lDXZK09 zoCz9gHyS73aj@@gBvM34E|F6?PG#nQHz=oK-IUjQ>SO%HgR)VCxP4rRr?5gmZ8{m4(0Z`A&CB4UC}oIHEjJ8h9PJxy}Iw&Ar1EB z75Qx^0Z>mW<9@cnB-bJ4w`gKaT$cP0kvXWt%HX%YN(Yh0Uf>hBRPdY4Tz_pcloS2|lr2^G1`$ z_z*B_y^XSGzL$~}h`D!K(Gsm2Kv$aIc6Qc-ZQ&rM*W`==t7Y)OWKItw16|mDVWPu@ zP9%WQK!NLtweTYg@5Mr2wd_u+`9t~gREbVdEeoAZBxJL=76@4vC4h}Mh6Cw}(5+W6 zB$G%q#;Vp(`dy`L0MB!!Z``L1`~^Qwqg5~v2@wxE&w)R6?WxksecW$>YGW{A{48n} z<2~6=a>4YOWbF!OK@#j7@Wgg5u;(~T;BQe7d<9KlzLwFX6KC$g!CGLE$Cd!}F<6Vb zE!IGqzxlS`EyJtQ5NuiQTP4K*iCV+Q96{Arli}9TKfMgb(Qt#G29VXf_!F!B%O!dN zgJ1%4EB`DHfbRr=4xn-nY0fEG;;&Z7>4%a;P*UvmB^CI)yZL1U?gfFCzn+&B-9Ji| zn6~8>s8$MIsIe7RAfRGTf0)(Vl`?Sqdzy^ELT@f75p8D(W7tQ}L|qdMI;EQzz1jV` z;OU0yK)C}!{RH>I&^rpio%GDOn<(L0iO8%LbK3s4&(NBdAYym_4dboDt%DW$C!cNG z`{`M3N-$$@ZQXaA>j=3=x4(b5;u?32jm`SAuV{xqE(;TLRnj!Ws_{n7u;kCZk#{OG zU}O+NA)bpPw-?M4>O^$^94reND7LiQbPzw8C6rK1!huApKwqwm$TK(#CcRu5QSc?9 z>#-?%l$&Tffgf>|^6c~r0*6E@A`V#z9UiBbmFo*Mysig=!WKhw9`vsxTDHDj-M6fD z9w;|tW17HU7%UdpS{X&5KUIn+<&N3kc;W?_xW{XceYh6lri)+jAqH=_%r4zDch6{q zq`OUc3<_EwNCJnD!^Ml}xwLwrFJp{N=d>%m1`16Fr_cwuf%Do*qPNT4COr`noJU_# zCS7%t)Jb42Txf9BWjD8=sOyK4JB#gumZ@M`1OEn@!w4b1qO9Ur{c*XpWd$EgCaTt# zBqb}SBofWn4Br1*@y#N z-KXODR_{BFVh)9zOC51zRWx$=qH9z6o0pu{|+Vhk**^R;FOm{5b;(YoeEtVrTp`;(1 zqrf=n`fbthe><#nlchp51YK;d3ts!~;c`!Ft^b+h;j4Z$&gLTO$z6Tv5R*AiDma|N zeUIS$H~kRA@R%|O7Sv$`iN~pV3+ZMx!;oA`>N1n9@^q;0KKf_*bPFQQ_~?+4i5wq{ ztVSa^8yPqu#$GFp#l{SSOt_DM6{x3SdRCZI$rxJ9eQ3NMN zmU>mf;dJgU`y`zoiic~BWKB2QEHxEteTgh4CKvb?Z40B5%4aHbGH!aJ7kk}~eG%Ot z7V$rh-F=nCVVZiO5J&2mj~gSXjQWKe6=}Ol-|*jSp|K@x}Ji zZD9=6sq`6jTogmkh7fQHqS$exhw2n(Zrd0a(atm^X=Z9qG6YzbZdp8;6QBM0n0GQV zf*QSg%yF=$h+BidLKTeL# zz^<8k?AU}DJNh}Z80X({KvjX#a!hc}&ge$c!A9T{0T~wP)=RPPZ z-Cgs=J4!tccWpEm&{fTnx2|rnzyy5CL~+mC+}_Ppsu?pBkGPU74VNWRAH)1bJ2Jd> z@<{FHINf?pR}J@h7K2p!$)i>Blu(DQ72bz^r64d7p8d%a(v2Q!ma#9aS3y>RH)c$qL#1VvsAa}F=-rBU=4gCkxy-daib66kZcGd&dvh!uHQI^F z4x;4-!S8~pkPCXt^0?}3nuQ@r>(igr4rj8?)rcD)wy!)a*5eViXcnuzyaAuCWM0=k z2lz$Tp^0we=VA}H%h2n{-+9lndJ)7!6vd>sn)U!YBwt-|V}{d!Ay)nvvfnq^@sYvy ze3x2LNWg}*1wYIBK)kB;4BAeX;!@IW^`qt)f1k30~ zJdxedUG>LWg#O3tZK!MmhJ)%>hS-DKtA^V90a{_`7`IA^l?s7JN$OuSqi2K@4RE*Y zU%b?+j@_xn!oESOR``rvY;|mO^Zl&zOXch5JJ^r_MBsP9nd{bAaG9$@*~=wh`^zKS zB$j04Q7);0y$2UN>}IINo|RN+JkgJ{8?|9DAH9Fu*lnB;%yCnnlqbqvDPI&oTip1a z!PPpHL$Fw221YsS!{<4V)=_=RLn&xNCatlxbd+|lo5IRKArB_ipc%TID3Dx5(2T!| zc67EwIb+KTm6rdURGJ6Vgj903cCwr-TjX@`vk>b|$6`4v=+~Cg_U*yM30@FA9{Y-y z@l;{sGUCrYl|EH0`wGmPS2Px>PH7N~L$Hd;#ul58(YFU?vXBL)1=K@51O+ zcZS1VV@l&eYOUs%4tpK)xeI!-`ZUg}3;2ynZwM-EEo#@J`wRrPFOR7;p=Kqpu z(!|x7l738pFH_LpxDXw)GxS8rwh00Z*gEo%*$D_rE?g_2a~!X@R@7Ns=Fp62y>z5L3oiNgmyHd~}~-D@VjtnqB?D%;uPH z@A2K^AMsRvwA^|o?ff7E%p)JGkKVO?b`*FgbcuL_T@}u!0^!TY>5@~)>_oLASZ3MF z`SzbUj@LhWE3;#fO}<|!G&ptz)+aZXfj&H~pbKOmg+u{t<=*;Z$u=N!j zbic+eZgHIcAu#`Ndy()gmhs#1+z9AyID5q#CMTA_ljm;s(=|(j?%qJrSPBal3egfT z=En=$n)KGS=68INv>9>GKK2gjEgxsF%Ect=tZIKH>dZ?#mb*E2&UQqX3#D$jtWiNF zDWW&p@iq?#I2SALZF~?dwQ5AI^?d)CDqvihMrA!!sdv2k`PhOK`1#Z{h?6SWRc2&l zM2lsILlS@|GcAmKV0&_$wlZUz5E$S*DPJ3}1`MzAOc6 z&&%WeHQdTBw*SQ>HvgpMwYWWB9B4dam9g;QRA%vf>aY}*>wWF6AAMAb$Cdkso&~zK zM$|X#;fKA&x!*Z2chIQRn8y547|ifb#L=Et#pceeneRu<#xBE_d0kcH>p*`^IO-5! z8Ew3FYf)}ZW0k?PY#sw8im*}sV7JunioD`Ptn( zEX4k_{!Oj8aN59}wgv7Mc)D_m@HIDLj(j!M0A8D_l)c;u^Zh&P2akfIQnBNb>*p7y&H<4R@UJ`$dtAs6{}?RQk{TG9tRu+f1%lo^Y(E4(8i z;6el6Z*6(WGM$gJvNz3X-Lup59e*4*->v4^QL`%;4G+In4!cGrw7zt+!s?RB0KJRH z!zU|s;d5@ZtE9I*B<7(vx>GfZ%;dBUd4zpP7?eNS%+%uMy460M(DV+sD4W#U&YBSa z>|vfI=wqJicd|Vjua!{kFIG9doLR28u9_#fxH8Zo49Vjb+|FL=upz4ziorivKEiuC zjDCggnRF&t*ThRo_-g!4Ya=1+X=l~ZW?e+bf;|1+I#mTB^ZwW%%ZT-$7V%wDzz~7DqU|!zQdo=;G=A z8&)`u&lVpjQ&sPgU#OsD-nWl$TTW~=vP-hBG5EadVUy1(zXJy4;anOoB(i_y3F70$ ze2KhXIm5F)YfMn!&}{KU>q6o8sNECFUQ&!saMih9JYIHli`YFHtq-;rRYZK*BQ6@0 zh|j4A_&~$(&34#6Bb5AjHSDpmRx5LkCz1jhZia^?o)*F&`e^TaN2|MNM`)FHF=^A! zih2T7ZIHGI*f=!?Cv3Jj9X+D@U|G49iT?SZVwmx`s;!vv%bL%k-^%Wf-6qO{<+iAn z)yKJ~A&2ucqI`;C>PDr3K#pDLysxO;4aW;*l-Qv7VQmxB5kJB6*7{ujOp><+x}OeB zZZDo6*RdJ}= zIP89y^XfRZzy_F zE@2fW8JNe#_VjWWqsc`^1xkFro8637WCdAL_mt&L^O##_NC;yJI|p7=&{$reixsd5 zby%rcu^8F-;xr<*V%M&@vcD`ex~F4%Jwa^$37^7DUlyn8ZH39QC#BYW381vKY1+>0 za_q7*1AXr_xWtx4;x6P~j}8A6;VLdOEk^{MIG{;enRsq*!Zj;nZEKWw9=6ZEF$HCSZ2rd!-HhC{X=rR`0K9hP63`ZSCiiz{(w zf4z6qIZhgZenU;RRWoipdtSh=W8eN~_p>WH#u~kPTfHS!r^xIBIX{3(oBCAI(bMYT*=fQ?STW8|KJ6)^6LE(%TVCI)1(372nb# z-FTKePQdOF+W`CYvA@SPwp%)nu|LH-WOtoI41NAAtfH-Lss3W){ZJ!Fplwn|`}Ee_ z(_|9MW_;saE3O-f6w4+*hFp37unRT0GF?jx@sC4s-*PftiCSPj+}l88jxuMyuWI7) zCC)G(bX4DLL)oceg-$yRcYdkdUC$~vn4A59du!5jQf4eCfn@gWMtg%iJ*a+Et;O?l z&e(GrE{+ynUUG2OvFMe3BM{DcORu2uz)EzQ6z9(#MM>d5Ve{iWTjkgf?;e_~tiQ8E9w8w<|8BFm9#Tj}+$CRW+5ks?U- z6(wOiU z|M2a%uaOYh53%xw_RS86gJ8c|GIr|cnv%FOzBp9$ zp~N5ewE>cZR7nJ=65TOu)$0c8FS{c-WL_EJP(?+4H#dCs`iNtQCciQYjf~~wxs>zO zxS!M7PeHdpK|$D)Ff8kCJQD{+CW0}(uv-zOFsh+2uPgh|Ui4rss z;z*l^(qpz4l~`jEh<&SluNks6M08sjdg7k&Sp1V}e(N-0OT;5Zq1P{ho8Gn~^Xbgx z-bqO#d)wO5>Pu4Ij(`r+A}YBwi$DvYkbxSp_mMdZwd^)S%of zHQs!k&16FS9`UGe`8~@vc8-@}Wh-0iUn9*NE;=roDL~xj)ykvS#s*bVrk@5|y z+b7g_UvU1Qto@>V@zt3CmH3&MJo>);u2MI4E%B=_G_`0)D3+fnKVX)3YdF8-4JLM` zFnT`!OJxd|BG`lr#U%LUABrCm1fd~J1g|y2-KnI8{;B_}7e}^*izb<;{?99XdI@uR z^r|mV2^sbG0Ce&%cDbgxvr|5M*bubU@Y`JKJ>2uRvfZE4(CxcrYw5>=7oAbw;c_S$q>y>`3QI9HokCShyeIiz$8$fn?X%X?zyn73r# zf~Wh^%rf5_Df2R5HN4XL!rTooS2g1>Z+nlLcBRLb5@TsjUKhCV#sS+?(392^zlmZw z65exZA?NZTQ)uF!-AJ6CQ)m5_=PMj5FINOt*jG@FX|qG;yO-Ak{?vKD7sEFV7XKk0 z1rDR^i+!1d`R#?ZB!R@oA!-MPcQm|2js)nK7Sfh9iF=CwFcuTc6Dmb`^hNc_^)=HG zD#UI{V^c@S+shXfS`>~Jip?Qn`+yAJ9;EMxrRwxx4Z03nRf*y0HKXnZlu0nl3#iYz)My$mJ^lk zlqb(MvsETdO_5~HCol4tkp*Z2-~d|f)UuR{Yz=r(!Je!;hiG)y&%n$zsV5O7dt$#7 zXXrP5j|Ru_+gyIbaVeEjol>0|Xw{{DR^D+{c6pa}r^Z7axw z!Px4|nq)#u?CvW=rEU4!@>Zj>+#Qc`4R#>ADSHHzqYB5McgY=y4}S%RFIj`a-AjcW zg=n(iLc8uJT!6O@vZMt`(-Uu|=O7oe$@>&ja0vOV#evM;_WsQq5F!1>Fm0%lxIoH|+cJLX#Ww&vUkp9&)sEeTBomlrn)oqsZ9_hxdL z|76;~_h#cJT7v33StI+N3m1>K!k-%Ig}C)NM4WXVG>=tMxTn-CsuwT36aVTT*twB3TVN!Bkbfk0>N19}iER;>0tdkR?7ON)C zuJf`aa+#-*C&kiTVT=wfVU2!5$&>AEJi0t9Pu^JAPZfRM&s=RBJSh)UhohdO9FvbN zysrBZmLsEmqt&}zUY5vj#CNUkjhf*ud<=TPna z=K(eJ)hfn!hS}OCE^F-`8i(m;AjJIE)zkW&6!5F$*T(f@-_(n{K9X58oCe?He(bijShJwM6k(s-Qr;}o*w#5v zSG-fZ^LrfRTvh40C%+P(A=eqhKlgK6c9)qaNddDrxpg zK%{SZ?K8U}+c&n#jz_>q+XEqZP+Qev(G8@A7_0-@Yf8$|5N)_&J9T(mJauc`l{KWV z>fKG8xN2s1^z){^?a8`~yPSx6M#5=|Xm!sES#>$CKip1XozPV^wKN8H>^N8bZhN@U z0xv#!me1xj{QkBXU7VpRkkP*5nbo-+cz6%2Sx!B6J~2AXhON#KO}m{quB@*41^Z2& zl&l6lP~CMe^zy}W#bQ&kigNhm-xO|mCBhE<$bBczeJ+fHNH5RL#KBM7ls|*~-wp-I z`si?%^5~td?D&kvO-_xI;F$c=k<{^yjN@ACW^%RWhiTUR=w{6!?KCZFO;ODt%)!6n zvFRXdwY_P2eVXxP78V=8bYJ>dcT04rHMm4n>xsNN7nZC?I1k3s*}^ zM>iWMcfQXV)yNDiXL)@$6cl3mzu}pJCfy$-{{>rsp1YokvXF%nki+b=ler~_H_-Vn z9~2R9A!HJ0>25~l4RmmH6Y>_N`Bx1gWcqJ5Ck@rVs<_*W(&(wEQ%O0wT2k?IaB*;|7yw6 z?Z18t`GcH)OE}+iaB=<*ZzQS6-&`SeTW?DTeQ8@DQfA0D#NNN>;}`iC!T(Y8znc6H zQoa8m<$nL+KS}?i=zk~GcC&Pqasnb7br<_z9rjDde|LHX`?AVE(7-UDjvz1l@AY-JO{e7PQRZ*sY$A8mHU&r%y-k_j-L{X5I0C+z; z%EIa}k@0!T*|O?vU33~kr>6VLc7)zTlM(#5)Ka!LW4rM2(ula21l#sEq_4KHkIXax-6*QT7)#=uCc0+d+0CSrd`+1VN zJ2vK&{d3=gisT2%Gt7@D&k4SuyrBBe9ihV%|L=nTs{T~bIzz(J)t`D|h4h&v|o2Ma8k< zTdq$Z1@P* zCEy0@$tI6OsEkW2DIbe@Q2%RPNLES>CP9yXJiW>PK89_WzM^8_>D8EYlKSG)9jE@v z@>;WPh6Va14ed=A(AE^{H(2TW`L(Bp3OFnfV2LBTeD{k|^LgpMbzW3CT_l*4$)~a# zT8ZEP#s{8m^iSLJSWo1=Fan#t5I`O1 zdmjFGbMkTZ1+?1Oez^(Quo)v*=c{1>_Veh=oVsHs|KMq^Sl?Y*J?KpPZnaHw--R}q#c&mQ+ z{lf3z(9}teGQfTH6iU|J;d6GBV(3_xCG2H@WCQO!32@rV(sAlgFoC_2T*yx*Z~E*J z-q~my3tXJGZNEH1!ZTvMvU*?*3x{9V5&X^w-osh`#=AF^=^4Mi2DAg826ll@(Cwz6T_w*? zlb#LL6MMye7nBa2=y=U*z|E?w@54~PKi4}G|9DxGc~v*}lbO_N8|p3;uj~TbO`B%T zQ04UemS6G*?!Cxx?c*g|3Bv5tWT-t2Q)zNBo4^g|=U)cdrg|JNkgZCA44K!?kyR>iBw(%W?o;dckw0G_96sBd3cKo6sJvaY zl0t`w(^D@uR!lw|zdm%BM}VNMferBGw%#@&JXJE=eb}S{I(}mpytmS$$A;_!v##84 zK26bebdx%#ppvS!#$QmNshyz^)L<~Xs_6tD829X9sS^0nQAqvJn~cX_vHCH6>X$J6 zzAS-WqfLC76vyP7(Ap8jb%gzzy@hOS{bazA5SegW>oOq=j5F{wN@IZc;neuVHICzaMFukH)p$Yg01(6(W=E_>T3Ol0mqJ0SwoPWw$_@3 zR9LOxq+?y{q*EQ7JQ;4p)dK3bQYE)48Gn=Vr$EVF4C~0GZlP%+V91lx5a7ZMoK>sq zF3GZgkiB-XuDX`}P=_2hS;9cr2uy!|$;V1C^-NLngnF~ea%CUN?P^C~;-(t;LdQ|x z%1u|qPKlqb^2401g=*t0VYZ_Z z5b-)|QUUZ*?!Z&iT08z&Mc`Idg&M?T3>2R}1y?96aO z<$WER^6a4!-Z#wezH^>QrPGa;Im7ilt5u=}&7PvZ|8QsN@!^i8E%rCi!Y$-O!%=BG zBfwpZ@xtM`n&<_fIh8nVLVl=A3B1fmo+nkRX1oK~Gv{_(E7o^YX&w zGmy~)A2Z>C`xB?b-3eudVE^x3V{<80;7U&jAIy85#Iwq8>5`+1arZ_$1Go7{x>*3D zsRML|(^*rL)(^kKyLsGDqdlw3b*2J-UNCw5_9xuTYq74YH@iI`4`|TXS}aV-TRvB8 z>{1z>#@$hT*joDGD+aMsqadrmYw^6XcsGV7xnRAYvmcC5zXlk3E)-+r)ULAHFTbyt zoZ=@7oEYZk+NGDZ5qr)mAZmZ6yJFeyhUy9mb?GfxDkCzrez@bBEhG*c4;)8|y}%<< zr&4b^paRoum1!iXV5{t2x3O?!wqEzwZpN|3mn2z-1~{?1c(2d>W2{Z>~6bXpS2?twkXLRZ^-_~qe#k*~?!4Vd-E zn|m;p!kk1+#vy{I?CR_|`Osl=wV}%Xs+;-tqEBF>L#q;gt#BdT4Z zy>laan#eRZnrJxXG3kv>O7Eqb}G%ksVrB_SI2o>u=GMDTP|W23ZNU&U&Zf?&{qL2E_iC`k}z)!HSSMEdrmf-z%EsAk3J_<|^;K z#enoO7m1L`kpQq&#CqbLVXLdFC!1`uOxUE{N*h z-a)1Zmy392>a?na*NrC6PSgrih!|BXee(c(q$b|K(fl57b_@1j*_|t=adk7Oq`%_h z_it_9g@L>5$!mRJf-T2Vd7Gen{s-K_#rTGSIagcl`A`ReJGX{kPFdg?UV84b+_Hq4 zjJ33hmL~Ce9`L8`=YFUCBq|rlO(Np^g^BqZm*(x2wi%wy!rIh$OXP}&jfJ*6ZLzBr z(B)fUih5L*($JpoZf@oaSkW(g8>=JN?NjMB6&n0Dj$Y^ORT# z%W`h9jqeB0$7wv+e}vZQax%J=iFTZL2kt+7E%~GgZb6c zPtJ8~i3TuvOI9+#u7PF#?M}zp#Nn~KZbFJQC-7!>&z9<4CV_ zWNBaP*n@@<_gANUiH<7*`eZ#fsbHVjQ(pKEK>!XURin96_;P%TfMWhWX2f zoTvL;&p~o8=@Tk;#hU(oR$K$lV=~yatb1Eup7`UYIEPQ!hAyQVg>rRt_3jZ*&W-Zt znw-0p-AI$C^I5g!i+NK@@}Q?Xn3KVfSVZoA3i#>aq@XL8Xc@b|!t1g`?4qpHcs8 z2q_*o57VD!x=k>r^I?&~o*u6XMpV&@un!h2VnNLv+w3yNsL9Z(<~7nHdOicrQ!O=7 zzFWgem$JwU67aPQ;N=iXu}X$jNv3OLmgkbKP85L_uM|CAC3q79T4y5>!DA=PdwzcA zu&_u1^>j(rEz{H#Jftsng-*~KglbqCm1dr_pNQQJ$%$$5zUC7#F4zh<@yk)TXL?On zzQ0|Ju2Pq4eN6duN?8!uupp@LxCXL1?%t16kWG)O@LGOz=%wjs5)`9BDnToMTT-uW zt-4)4qQJQo_;5?^ibD$YnX54I7;?HXh2%{^e=Tw77bx`y3uUI$K7~-;|GGS0^;@td zbXxoKO&~2h7P&~K@D$mn3_KlEgNJ!c(vw$>XF3;W2`@ek&4M46!7^-7mLG*7d*l^f zu$-rx97>(0n|a$%^+Taj9!;jPwD-MYkEgL2kGFW_WL}G#ra9JGr?#ltIIKNZdn(bnv+s@g@KGY#5bU>%OIW?ECUGXQM zyNjBjtRSXaj&8(86lV<7V7R8)J-B!*>F`><5|Tv2zGtKea1+SokLaL%^@!kns&}|) zKTNo7cj!&z_ZlWwkeMf+T>lEcEPs2_DAtKz_0+ER=a1Q9z2!@sO(FJ;%?(O#ul z*&{Q#xvf7+kTd34v#2Un|c7czvdB1V(>YOr)TdJTAvs!}QR zj~m-!mHHu3inIb@!6x46HJLCbjo#lxIoF}Ke)IQKFX0uY4|b5Zv6Nb*zHjZQf8FN- zH7?e-Vj<m*1fPa$erQn!cVAILeS|J_~{O;;@BD%ENiY^ zO&aY%y_Pqx(+30skJUd<+Kmad>kMuoXU!V8ij%L_mEbAa{k0rZP(t@B+@}bBSTCe8t`N%7(L)%%wJR~GNbo_@8yTR33S*-tQ)5gnX5Zlip0mMmzrE^8J->eL@!YSuoDk3PAq($1xr!%r*37gbGgS<#$ zZjdragfv&Hhee<= z8pxPWJws<xiyL(vh@f z^=09R{_k<8KsQJ=6GTJzXXzyMOBspn%AjJAd~`jhnge-ef)y56NDs z8H6Z4NKob_5fq=3wtnvt$=iDAfdoKg1Af~fYMLU@tpGKxV%magRlZ?di}f7?=NwN* z*5b=>ZJqIe!AWg#*$};C?*_gKg5vv9+H2kkHYy?y1Cj}bN6)YTw7&L__j=bq%y510-?UCdC(~9VicF_0SC>?W?AylZ9ij} zq~dem8ZS^(JByi%bCC#!A}7d!(wAieu@rZNzmd;&a(Ks=IcJyc({|VchwtzJ5!5X|CS=5@;EgZ!flM~% zw=#)>c;TYFUFlsC#77NA8BU$m)DFUn`+a{?vyBA5snEy30A z4QvXHJeltRQo1H)VJii5W$M-%648b};WwD=SI6}kfnJ^P@hbcs)<%4xo;9J-nk*q| zS zA2xKOa(bdpRibY82nx`tpXkm#7XS7}DjMv%j!rDxM!@e9-b_YmXr5(!m-rFD6>|xF zyu6&f?;JGFC;YYId6rI$$iolVtF<>JW2dhJUY*2g#Wa{%XRY($c2+cI|0rH7Ex1&BI#-+iq!*ZPkRwYj z1Y(C!yLyBRPkI#2m33{W7_Ll)-)nc$IdLU}I;^6qcnYG9ML373so1`o5q5)@T4y&En0T1kNv3@$ zhrc#`1zzYZp$@gBI<9U%j=aTa6S(LfLC#UKG!5uobHv(lgNb5?SLPc1TlJ8e>-{Q6);3vZ z#nRXwr>vkVTrW!~dW6|#qQRuecMmYF@WM@^KsE@$7(|F=gK*cR9hHk?OcUwx57$WT z95yJq{+V5v8nqHV*TM!FYKJ#1=YK0Rc~>2hdw<}@Og;8qV|S%hv_dnb_AS0^$UHzf z+FgEyh2Fq!sc=O5suKHmL#t|3Y;DjT>0#!RD5VA^p><>8mdm5;XTELqlDrbMeMy=73#^JfrY6%a4~#@#9tcx#-FrG&iwN*RiENb9-59wEe+r7`~iFF8#0L zNo4EJ4sIUmitv|CQdUgWUcEN<8$M?RE~OE%3N@!BB0HBu6<4-2q$K7`vFrZBe(;e- z76u>YXC+@#5*(IPudcH!4K&m0Sv|HG#lWDWZ-PxgZG_gzhV9ky@-oNu7Hd^ekkb8b z-`{~1%K>wUWm}DVQ(*qmSP1w-McmxEuGizK+WN7)qB>F}=0fDKQ;)6Gak^cTzpzb# zrVb|=(@aR09N&WuvaYi{l&X8Xl=BD`nkR4j(9}L(_;@+u6B^TgS)aN3?j4f?%bK@H zH9NDa_`|*$zU@>0{hMML4CkwF+~miF)gY5prE&W4H%snvaS2glNl@ z)kO<_FKJ18Iyh&^A_X#xLQAf&%4RAJqUP)=>^+VqgYRc_y_LyGAt?53pUS`PN9<@} z-u<1TY&2ZQq0VdmZLx}>T=OJ9nk67s@n=#UPI_#nVu3XPOsyqbj(kotxd8GA?)0}s zU7CCn*}jB`ZD%SCQ;$S+UtWt`y&zUBr1eu>EK9+54(PW#Ue3B}$a!E(&r`Si>hD$k zNKDkTLTXKVKmQ;frYvbusmL)XVVyY=3n{CvHUs7v#iS>+RJdU?{I-I?{pmu3e{pnc1;de$2roZUdmiKK%LU5FHENxlh zbTMu59g1OG{kuZww`};GJQE+JC=0NSO&GCBt7<+&K2FBU+RY8e$)|Eo$;Qv!z}D!m z4CW684}TQZk78urNQ_=^vk13FHqZge@=8>Wetf&N#{xNGSy_Bm zVw!CD;ptoo!`&{j^p_0v(zq9esa1xT2k{WFUR>qfnw^u#G)!`~+>q|G%@-Aq%5oY>F|53PlP=)m||Y>kc~@1<~a!_=wsBb z#zp$UJCHbEes%Xd5|-CJ$a9^C(xx8=1CkP2N4z`|*>b*53Yqb>`PTB2p-YrvA)enM zs`0j=N@{^%+#`WLCCzkgsuK=09~u(GKe3FJc7?$hSiq+Fb@Aq?>( z9k;Iu8|S>_g(?I0o*6z2^=dTQVwxS8D*Tg#VOi8&LcmaC0G~*uL|9{OQ_g!WCiE#@ zjIXf0tU4_2D07kX?vd+}b z)cDx2p(cr`C1U!BNG&J=ZbTg)UfBiTqPYgEo4yYk@yqi@nk+(8(C6<5XUtl~(mW%) ziOQ99?g|d`!UJfyp+lFvUl_7z#rMcdypoT{FRafdkxSs&FH2hn9I^qmvM){~7epHb z7EVYgx+aoi$Fg0I)Z1-Ra&Au2vCH}|wsvavqi-ZAq$j?gYbGuiozYat`p=*ie~S*@ zi5i^mar`>f>Rq3!`8V@GX?BG^yMs1#?s>J{|kmCRaV=QGSKj`VGC^oj$ok zI-)S1h7^0-V1I{VvNRIZ7N^-oR+{9NpF_9+1X?8sl62CyU;#dp?XY~3=xlmXE$sCC zT-jn1S-VUf!p5OG6Dn+93Bli>1bbFd>&Xr>_($xXh~tuzM%F6JEeWSe#gm$ZvrOSS z*+m>IWtY6M#hQ((VyT+5Z8&}Vyn*o2yI!>U8$eM3UL?zgY-lw3AskG3CSHGxxO~JB zGh^?(cTXsP*|T*FFOHTM@w9(k=9X*R1X+x;mMQ4n@Jn6F_e&{uB`Z)Hg8y@!l1lbL zfq^u8)qTlp_gyAl3SEi0i?P>4(n`;2XC!&`q1WQqBZ=%`yLkvHQWdx63N=1QOd>Gd zBn_(eiQ60xSJ0X~E*rw|=pPLa-)~kvBuJGEF(!Yv=P3_h(78Dr*GW_@l1#Jr+RG~S zvdCLUCv5Bpx8iS+Fi{Db{uGSZIfI6CtW`&IE*?{;}Lz>WN-_Pd)2bR0GA&99ENFtrSgo;TqTityE% zL=Y4gIRmUm79~&Qbi0zjXL58FKIyQAGC%MVPm|E%P7G<}F8Frz>)BB4{9U|I+uOI2 z(<%Ab(bI?SXI1JmADorNsw=4rYvaB3O?_o>#xFkMDw#GhPxbw_rrI?BG0tkh<~HE5 zQ3luF21VthRuYcE2(c|ME6z;8Ign$mQWRYo>DL`~LF(mI5NHJIuwp#gsU0xB5RZD4 zu5|yS(C)F-#MPjod%PqXmW!=L`yAU>eM@JLSjj!gSdn=yIL1Igib9Uiuu)7;#0Jh7 zeN^_W@PZ5*ErQ;zg9*2&=)ykpO1(~_xP>v%gl6KdQvDuu-?UjK*mSxU;>qp_U;v#FHDoK@MAVVY*|63fgWW_F_M++xACdr{`U&CGN) zL)ZKF_;1o8j3iZ!o18>9=hRv+CxWD|)gopN-vXh*)!sVYT4dX~uVjov`D4Ge*df;HwM(vE4Wm|&|H z*Gq!68zQ?$0TZcRQvq#i)RhS`r|nL3Cn0LoY@B67hpH!Fqz)aaXJ?Y;P65QxRAlC< zTCJ$|1K8!hk(m0wx6`%DHR@UHiy$g+3wY3tLISdD^-4h-Q{fvsJ}k?Sl8t=c zWA&L#fg4Syd?7Wr#WTDIG2yg?*p9W+F|TQ0q|$V{?{x$3q3EwUYZv&JHF8+4HKF=_@}g2o6V+x3OGPn(#5#4L_tzB5?bA>7|BPhxXqH!XgR)rpjM_}xZy$JrOKU13O--|-S0X5&WEObh*+f$CB?LGiA3aGXOfbP9=A-dYg;0>xBjXm1ryl?Uvt z6`YEULg&<`NMpMst0dFfDNUpH4zmh`6d%}e-vCJIDD2}5OaM1A=;;QP-FD-pE(~;l;|3@!p(O9f_#F$DYUa%OMGHy!IrccsOhch{&6KYxp%qf8 zl{km7hS0KV0=2s4Q_qMK@o4hu6R1wycUMzPIg*WX`UH`x%oz}*L3pL_@{Y1~M_s#N z1IJ!O7z9%TRm(B+ScWlGpHJ*OA<_Cf#2D>uq0nei@nGw| zkC5p``VNk%9~^XRP_GFY3O=S4<6~-L`ufEGxZ}BedcN|)yqqmEp2XM|I0(+KPdxm< zy0-2-ZNsb9e$h8~Z5PJXOdSk8PpIhd!%O;RBIZb%s?-26ZFY+z)lUyj_`Cr2X!Q_# z2%#%rd#ih5CT9rVgc%_+>F@?*2uN~_+{7~s#i@=Rjey}Mv|k(_aK{7Yzmc5g#+0r^ z(tjFtJPSE8nM|!Ar#&(BPJIa6KDz(h84xt*lDaUwIod8a?~004SwsrNiq?_#IbSJ= zBDQB-Al0;{D8;YxG95$g={tP!5pf=AS5tF&e4m!CRG;)+P_5)YavMCY_vHyrXArZ1r~ml z@Idho)qZ*yUAZmfEZL=v_RiddoeJ68k`p{J$4^eM8VSE>0~Kz(JQVOqz(Jcc^jh<= zzRGJM*hz7A#-MNN6J9_l>sYIWaNl(M)Kpk(T8ZwxtBPQbeU0_%beHDo))(w_tY-lZ z*jc`i)jGZC#fS#!j(h9&@9O&IXB-!w@dd~WKW<|@6i+zj5m4>{$RyWT2^Ay9-!Z=m zuYq~)2+d6foNPavEexx*BkAW%nY4PhDt1B2^`q*|s&?;5x^& zp){cpts?Z0Q&t`DD6P6DG5%7SisxITVMcWfbKndNAkBH%gI7}dY}!?e7I{*UHcHu- zvKx2nNk|GfzLA)Woro7GLFe_aY=4tLz<@yj6wA-$_qiu8fkDKfvV=&W{=1W69*m&J zBwLY%VuP8XoTM)d^BnDLQB2>LZ zc8ABM{kSx~CLWcK@bw0Ht83Kuq5p3GYo|X#_>w-TwxY?3!Pyc%Z|&R#))dONmJ}zj zJnTLPuJx;3mQNUG27x5g`ZS`qY)M0kTL4551#Lz^ftIU9N@*6XwUVJra@Weku5d*6 z#KwbrBa5I}tCZzJk=R6g@J|F|_IIe#)Ok@MS+0H->EgL3(GWyl^vTh9#*SDpl`%E+ zuBF*kkecoBar#RR`r`)KeP8VSonTT~JR$a6Q{}frLscnq0`|@I;4@5Cy3kg)bKS${ zvWdjqFCsH^j;&PBR3!CVbFXrjvR#}GT;~D4B86q~j&8&e)72IxF(J!iNMN^LbO}_K zaQkLESXvGDpd6+?OatBCh@!N%`Gq5C^l1S3FFZg#nO2}-1?dYl>ezP8 z6`uEe+)4ci?Kr|rNN%Ea9KaHumK(_~Cc|N}o^DkHlu%-4IDm#u_0m%J!jGB4v~dR| z$=T=s#M@Q96!GD;dEkuxu>YH_k-ou*Wi@k4Qj2Ee%6N2Fop>~rtn`H<-`+~_{*6eX zZ^d-U#Mc$TYvdMhLkk-+zb^$Ps})`CjMw#@HM?Hmr8d|v1vBi)b!Ym zDQdgM6f8z40l^&0!P|N>q+{7|dT~?!x@ScQaB3|TP0ap_bKbOyM31HArDPTnOtBrp zH}`Jz!2HJX&&SG*L#8%7-;P9$$P#o3NVmvAX+b_WyN4tDV0|0%4%V^?lK#|?A?PP~L>Qv$q z4i?5V3PC{FW|2xjH4k%03}ogVM~gmgIZ+huNa@7P#}KkHk9mfRt6yK8iAU$%8Q4qm zE#L6Ulqal<{5(5kS}b&En0Yp3fNsFr3f{|H`N9^pO{rKxNUgkUV-<|9616y=S4VMQ z{LFc={FcR$Un38Ro>u8lSH2|~^|Cjx9e&$fXCy}E!+B_2?mBgAc*@t1K-hC0=+xAY zut#or!`Mtn8>iPJG6f*j>NyMS_{ozkQ&-AtDM6D*xR-ZfhB({er!ZAP&r)OF3ei*V z*Li&mSf&O!O3T@b%U!O%+#> zk8Sf%US2tVp(w^UPv*nikVe>kA5UtaX3$kf;|TQePlkewu28mEz|r1SK-;+>AB6`l zSTh=D{%wo^X$8^@GF1qn`Z5cdF?0n+d9E;B_QY7LoHg)?>TZ-st5cf&MHzlotBB=` zu}yT%RyU@^&*I&6u2J@B<<~hVNm}LQ0;55+Q7>4rez4@&g>qqSk!t9EPt7UjA3Br& z4K;M)tGZBUv5{6hj3`Z*-lgjuh`G2#-l3r#W>Ols_&4lepqQ<7*ey9571dt^0)95V zS!?wbKNPK!jqMw`=Ud%4EjumSmCG+*YbLBq#EUvHwu?H}Pj_!b+awF-5w159DKP4;a8ub z(0b=e@$t6WSYnj@vg+|m#|0hl4vtwhyyP-;iNC0Cy9Gl7v?h1FHu?~7>?g210kY4Z zO)#Nl69=kn&o%biN%2&@ET-4t{Zt+p+90?s2NY-jN!>o{${)6tyu{Uefxm(3H-}*I z2xOOBU}jWq{-Z3>JaV!Qo@%!uhoF!&@ z8kstutEz~pC0cq_dGKi;6ZB$Rh9b}L>y4|+wH~dqtzv;XnO?&n``r!hK=>Tj_ptDqjf1{l{@Jb6O{Ieu?|%`36YZ?v>rG1Qpu6OJSssk zNu-%K?FXfo`>_&F_g!vMNB6c{NxYo? z;_4yN!R0L6yJ&A>O$U+JlwAryD~imAcK&U~{EjWZzm?AX7)*xjb}Ai%s^>7~dz4rv z%uoOMa28_4{t!i8edERV%F?3VbkQ|$UC4fkPcuV@39yu>yD1~tB!tf*%;&la?Is1y z-fGnwFXkB*luU{C_4BGELgoEue(%VEtqe5@_!<8jHI7t3LRqA$q*a>z>@Rt{)XSla z>K2Mx*?bFV!aRo|;=FJ|Q&%{fh2O(vpud1tS8g6>gMA zOs#Al4efxmYec=UuPQ5)+HD(ex-0>!2rUJlMt?X-T9Fk^#HLW%kn612!Ywv#1K=my zq1w1H%tusfV`|CCDv8)E;tNn!_?LD;gw@C;LF`dzD#8f@X~D%F(4}rxVsKy((yg)S z(}h%#s>0Di5hECeeo2;~=YRSgf*vPYWz@=TN3`Xa-8VUB&EAfflEOI4;tW-|2N+6v z8rj)_kJPel(y{Wbr9)iiyeYR~T6HHCl)k@o#1YQ!3(W+@(v62%OTP_jN@u2&CDYCl zk~=HFzk`<&2z>z621M#tnUqG$rrV`ma)CjdPxl60x~!qbp3^s%SCpOADTU>2vH=$J z^T`28II17C+PhZVKaUT+G<+XBxhAiOIScV(4?u)*`sevwZM$CO1R0S5ODW5|9O-$! z_#=-xIR(fyH}aSK9n(KQil*Lj0HqsTAdjASs6`W3E@SNk#TkzSKqa7`Tx#syNsODb zeN^XFc?1%Kd|cnzKYRvlQ%y$SrKnI;wsTuq)#TW-+bi9y^m#l^^BYFGeC<1Oe?s%v zYE=3zgfNg&cI!2^Hq^Rpv}t1z?R>Yganq(cP=%NK%B4taB2i@?Lf9nY9}CPn`^28A z<1t=3y7swB%L?G3Qp9L)%+Ptx8zw~#1O^k}ZuI~y%VVq1|0vlw*J<>s@u=1YLz z|MHSBkrD}H7pY*k)rQ)k*q?I*S)lUi@zw7YbCu2j3g&bdz@h>dW{+3?GB9$d(bBij zs}|NaFyoB`xuDOfjp(cBLPh5v7*$>ck!pjRms;ggoL`j+8CP62j;K>}d};rXaDTUe>*lar zPOc#9qi584ciDs^b~BQ>v*Nl?M;C}W?MPwVwMe1gMvWyxzuDrx^d=*)Z#`ib;x`2n zeHAOTgP@xv`EsEO@RKu9M38DRc9BvmPkvd8@D(WUEnj#0B`cZs;(bn@?(u`z@zSWP z=j^;8w}FtvMToRK7KxqHR@8BM39mCPwK7~NSp~V;MgOEd&lK3n3exNHq=nq3M5<}o z@O@%@*$=NaWSaFAw{zABPJaQt?_QRi2iz?;8Iv7lmpu4!$C3wTX7O#WFDd;$?7an4 z)m^tP4hXst5jH6xxd{mYC8bNcB&1vEP>_~%8z|jKDlOfe(%l^@DJk7>*A{(0-&fB$ z_kYiSjC;l%-`Hb_y7zDG6>~oGna^BnF*s$EypTb<$TN%c;-S&Tq4-9c&O7;nl#V;& z?O-!-oMk(DyJ3#7^)Ow}V;_cmjhhAU6+6p4d(l*nOL+Gt1l;)0_VWlLyDg0LBL z;-y8{&<)H@mNWtvWA#p#E|}g_DuQva2^D|!7Q-%5eF(Nl(B}wgLzR=^5ipyMB4mP8HO zkgio~)@WkfkS68ikRBWz;;>EkyHt{#@2>n&Dwc;Rp5bz1I-#)koWEXl!$NlKxFrY` z%#F-Gi-+_`(MQx?l<{qItt_WLR{3R2US{O15HT*qGsSf-pmJESJaa z(F#*i&%N7ZSP08%7+Mk)mCM;Vgu@crRQ3`RZVzIJb;G-J9qX)yiZ;;VrPOOeri`mD z1#E@C*m|pi@>ZIGBq$=qN#OX~#~?q`2(s7(rzYO*xi-~)ck1_eV{WVhMVepR<94*a z5-HxXI82&v%g`PlA5WwooMUimRF)a3a*UYVu2{CRQ8T$2q4q@XC;_&TRd5XU-`778 zoof?Uc4vR3Xi2SYJ!x&8_XWo_EP%%`-`SoIf3`8*o^)qw7yo{@mPPkOd9B*^y~^eo z!MYUfmF^50v5L_Go0`e}5uD|fvGpv=F|DKVaRo+g7V4<9I1@QShYH;cx%WKcX9Ldn z`M1DEO7V5E!IvLCZtF79!so{0*En?7zfPvnlbTEXM|)iEGOv@`W2+Ec{&2J-pfs5v ztN_wPA-SEGa3;*B(zOhQ>ebmSY63IO0bI_+rs7`SsMq%5LL}~{e--1=+ljkq%HfnM z|29L=o++Kxq;<9U=|^QiTv_AnQgw_HFDfuOF}0Epp7uYXz|_u&O>gWff~79ukH(E1 zEK!@Aq58bne3lA!BJX-v@=US|`{*y3+z=?DfACRSbc4ZPIwg28q&wO1bb^y_t1uaq zYIMT{(O2`|*uK+%vyK*VvMBSatPdV1AfxWwDlGHi6CJb(-FnuxT^(~NGJE()$ST~> zLS>;@V|5P{fA!vci740OYE^WKMeIID%aR_UKW)v4S+;;?P-b^aGh=CMkJXmt*TBq}() zUCFU+a@M3u8HNRiP?PVXjZIZyA%nKu(}M-`LRr!TY0=ZP)Sh}R(!Y)O?#pN(su!zfgP2*D38c8BP#Jo;FHplxgF)%WKhst5vcGH{ju^0=l z-?gvL39+QrSOk6ETGRFHKPHa{(z%VR`3Qz{`e7zAs+H5b%lG@QstC;SnBbJFrpsLG z#Ck2$pAw>5a8r z+`CTDjn8K5E#W$DP;+!BT<=4GW*M|hK8FhGc^9M*wzjiPvq@Xs z?Yz-j`@yo;adD!&F|O>ZIEmxh0q5biMs)};wL2!Y`Its}50l7PbTa6fXP6bB7lo+OakvKJ`d#FtcFEAoDbI`h zB*w9GHnH|@r(rnFf=2#BRhIp&ese9tHVgCf^G`=Lx~hw0OQ)-E-!vnRKG`?Vu%W2l z*CZ6mUc7xV{owW&+gLW|V6)B}IvG%8XXh~2gY+*d&l3u%Ct47cj3w`H##Q)2zN!KKt-GvyN_kytrStd{tn1Nz%Q?ejwRo?&9aBlsHlT zy|9_B3OlakKCNve9uai4L}na95+b?Vqkd_QvFq+d~G-o$H1qOy-m@Om<8EGnNL zJqicLv1r>TMMrwOF>j=3WBOsUxpLZCa7hB31wGcRnEr_%Nqn5mk;AII4%mV;N6@RF z4Cz0ih7Oz#3t~>mcVN<{Wf7BS%2D}=JPrk0P1NyfdiWbX`fUY2lu#2au-wHF%pnq} zu+L>@dpAH_7dDmAU?&%)N=k9*N)?-nW?*f`!v`wyQXR4dda>OM9F(%?f;E<@C&%v| zNGxY_oA}D{yC}L>?@tM#9NERKZ=vh_ybFM3+4?AZRiol|UWIA2`)j|atExVY5@JQr zk&7XyJze>O0654~hPG+qmvP9$>=addIw8BKwUAR7rsY_5Y!n-x;zw+m6D^R^ zrCzFy>X4&pv%K!qay2ah=Q6CT^Jbujw@1KRxHZ?JX`I$c0)NSpSHtE=jZH=@+YT`a zPi`rfqoL13>i47>Y8vCE836qX-(wG9zbX?0+xyLKzSd)&me&sM$w+_G=umW% zFkpQ~LGa|so=cbJM}=qCq)?q3TG`~;+6tRY6fSGpiWPjGt<$u2u^>K>2HDt)V7!mm zb$w1^<}!&E=cnI_UFU+ws9x!C?8Botztp#-rZh3nC0_d1;kS-|9e#^jh*ff&kEZtS zn&2^T6mZM9IbK-0#{2fxJhkiUla)g2z&r>$zwIeje34tla{N{HnGfllr`y~7nueq3 z^D|S~6Hk(2Oh)=Td6ÐxgftG%CAJy|SJp+PhZw*V#8mlgae`DVqE>k`8^;F<~WM zsUeb!nAfaLWZe@nE$+gzBObEp=vhMDz3-DC??3H+3i{`@Vy%Gde>sbn1+K1~-%Wsjn+gQ8(wEt@CydhzAhDZE4M zt{MfYX-XbZe+gY@_10%^$}tTQHjji&M1X-&t`U z$AnmYLKSQC_9Qu;X_M<7JH~e$UF#ZaSp3&{%R)|WIOiwM+ZDu}8jD}#ta~cIvlioWDzH0Z)Vo&qTGRp~-pygFq^?MQ z)5hay+_YaPt5vI$IbnuSrH*3xbXxr-sGeUcR$mXqPqpYI|5VeV>-i{fn3Og(pAG4CAlkjk&fsSr9pv z7x`{i1iCc6Nl97BnaJ;$&vqIJx8#1Bw{HlQC$R&9(`QSPJEkgm%KQA3D2ygK#SgKv za{V#GFI z9j|b9y_;8jWzocnPQLgZTk674R^}p(yg9a47ub_h_x7dbMtK=N%X`5}t4z5&hT)_f zx1;E#G23`r?@LltzY-8pf8Jx8dWSMI=*<^3+Y(Kz?p5x{0b=d2B(0_ER;4K%9fhay z-YK`jwXiBxo+kUB{5%cJgE$TBI7@ne=~$es|7yD3LYJTQyI@k5{_^1$mkpRh-rS!r zUe=v7V3~6Wo5)Y>cUT=ICnX-KDZ#W@Hc7N2(?36Pf7^B@a;KptmShO*J?S2gQ*F0e zPuVH9IT~8C+$Q3zKlCFuy3nLh=oONx5nudnvU$H}0`=-FapDn|fXz_}bIA#>Uj7AF zTT=gtP~PXdCzlq6&WNq6#+$U(p&?m&pPDjBdM8k$m)AJw9UwZDpV736?4Kjf#upzw zD`yic1e-m9YbiBuMO@xz}-?zu}7+`*B1SzeK=WLzWS zvSijq@`jz!?Bp-~NMnmlXS!l0SMue`y0sk1nFuF8{&wI#sbEY0?Saj1p+k0 zQP)ni)$|bQB*s$7_PWWOw_YoTx9z>rJ2nixW5uwS?O4@b zxcnGa4-4QkESa#CDICw}JDa5wB(iFm+tLO4;KgXcvrjJhow@V(-F1gEHH^5XoD#D% z?H_$?XlJS6(8c6e;fcfNrOuewi^*i4&7bmJ=U<#nijB@>6pL~x}G z|Kpk&A!*dB*SQ1jb{|yRNtcoYcl>oL#xA%OV-=ju@Euw-x7jP`=z4)kV!69Ay1SSd zAinHH{~6R-ho=sQN>bv^9=3-^4SmwA-2XJMrpdMH%htu}ERsS*EzLuVLCEYI45|z+ zh4N#c>YnvihQ00+fn-2%>HgUjaNSOiFKXedN`eP^`46O?xM~LKcn7A)T_xe{K%99! zv9QXrE~8oPDgAzXNQPPtXL1p^C*?+LYY3eLRiuNcrOM*sV(z$g#m#b-EY*~RqhP|J zo_C^F4X-BHHw2Gm>b2yZ2}9(fZQJcFM{!QVAjQ^`XdqbXF-!FSHdmYCYUf7;=w7^%!AXl1|b#wDZh+5RC+1q%&Eb2pci$Jx= z23F@B`e}c!QwMwdLAUYEVmrQV$Cf}!PP0C03)*|R+O*L6Hs}}bKiunr?J0x}E*$c{ zA$}YA_dbA$R`f>_QNJT{{pCOII6D6@#2dVe-6%=>xBHL&YN!n=1YwkTHS^mIN#8#q zj4cGgcz>-G_0Rpfg90&_gFL?e`|UB{X$lBMA(oJM^9s7LP!0jw~y?0ocH4TT)7Pzdw zG@$Rk!#cj(y37svD;WG5RXzm>&BJraPxd)oXTjNoJ{jhG8RqI-^L)q26RnCZLdUSm zwVNKB5)Mt7QN4E{1~m5`WB+sM5$z?3Q?QAQfNLErr*OAc!`IJ7cGsu%3b1zt1xp9X zqWOpA1y@x_Za;Wb=gl)08e&<0Zzj-8MSn-9F&oD3yCVgfFDBz7|-~Mn}95RI6AJG(7&5n-i zd=%PCX!UmR@N9~B^lLb&eHrKB`3`;dSthb=zekacf8u4Q8T-uTGTp zTkns_6`Su6^E$LqyLQJ{eLUP*c5JbK>h*Vv{XrZg!vQVB=kqw5?ca@!k`O zXz#e&+t-J4v;OSu8|FuXq{ZTqd;_5263d;pMV$6act-_-ZWTLV5{{k<{F$NbQv!y9 zHtgzdS95aguXk51#&J!g9gDDR+MZd_DO<-G42GQT&XK$~70~`1+DY99WQrT?xWjy9)6~TFc;y!x9P5k+H;emMkrDoxN;}oIG&r z-sfEI%O{UcFuBIwurM<}S9L9(B}H`;WQwAgM~*Kt3$CI%~h zU$kzk7V$b_JH65%xO|dJua?q8Gb!BqpBb2pk4+`fEtXn?LxibTp7fBVEaUhVc0la!}H zU}FR8?(&;5qsCJzI4QMgqfjGu2{i5!c)grolB9s&%AK_g-eX%g*<)H{>AnD7qIQGB z+~SIQywScjU{~n%Frl-d0(JL0)JJ>kC0J*jsd64?$5rcvU;F)e#UQ*!L$aPfkl@;JwiD~@ft(d z7c456k%s6C@?F4Ai$&U1=H<eJkdCB+X&*oIL)r}~!lA2?!l`u+PLk5rpaI_t62fm%(*>z)IA!JK zlUzCU4^aAke>)m@=8#_?GxuNpqkTyK_?h1YD2tGP;=u^6!+0l@WIzIpf;Le-w;AN zqDOijPoYTTl{pF(QTMtu+bgj!@^+%jKT+JT&`#Icc#lZ0>Xf9|bVDin_Q5sRy^3k~ zmP1`l@|71k(+|KsodxYI6(hQKy=cAmT`(p+$atYyf!isDUU64fmBZ(Z?t)>x$7YT^ zMNfqw8PAD_g+3{wfZ4d($v;h@NRGUcD&VdiYlSkRP~09rF)V>}lpa8?CMtxQZ!7`u zH|~f8fsBVyXuYA0do}Cb<=yHP4zX?rjCuu=6?-G!K7X_v8!)n(ZGqB4El-uZBP*NO z(Kd4g_ai3Bbir=ryDr@}YbEj18yPKjvcuQy2lm$rKb!zhzj>?cW$kCw{QJn)N>JKF3sBw!a7r>er>O(-FOL}%b@?50rfR@ zizb>P>IFg31X?g`xsg%`3KV=RxHR|g-x`HmuPr=$q^7HHp{Hr%YNt#RaE-sMY4&ty zc{pdv)S{YEiFP zSEw5#Y(raZnV(2uaQue)fIo$oglK@pT(9F!kSQ}wBFG)5ucPJ{OFpnuTwoTV^gMwp z1#NgRMz)rL$f^@Xu9VW>J zezr;qhsd#@=906h`>-3GFM}7~r}Hs^drUJ`kuaajeW`=ix_dJ!-43NfUZJ}?LXCeN z{4AxS5yhnV?o$@EqVq5*I4ik|51R#IxgTUbZOzd`841v5pBH;+zewN1>O@@BMD9#FwKRp20j%P}Pzi+_(!C?RBmc12_2j=&tk&Vj&6( z2RQbS=gSU>V2FW08ji^j2nFV0D87$tKw@gad-wHDv!X=Pp?C-aCiz0tw1Ow6=}LMp}>>^i#BO$e)fL^d^oo~V&Z_t^JITcW@Yqz5-?`V#32|-6s;Hkz-Fd^ zu{euHTQ@)qzHZWT{2@@ekb&GjPR$r?{TgK^1%W&KPmy^NBE2BXF zu^ztvZ?1>9C^|3|(;JpJSpHz>+CjnZ@DM|cULNe*iEf)N*tR5Wf~j$+7EQ91b4ub%FuC z5#zjMzea@zeCY;_lmM|X(vcaeeczSmVCJNyf&;{HzB?7irkM<@6+9Q!07umrF}*F8 z!Xb};A_)w5h%X-d==M*j5&tn$7ySPlGgSau!5128i#R^~;durig48qX*)BvN?aoB7 zwL86nqe?Uzd@;T~ZI<-8d_Q9Ti z#_-tK4*`{#VJrtbKUVr9EdW}b>e((9fn)O^TCP8qqaTgAk{m zNRliGXb6;33hgJ$^l%ec-k8K13Kd{ z&&@?B&H|n*bUE1a53Kr=ACgEUSK(K2U+i#Z8>MHz!$!gaFqdWLhxfnvL+dXaewO%y zMN#y~0mYN#ZucpONCoWy6@SocYXw0-JM&eR0^Ah8gBpk1EAu7}k<;Vgs-H-b0NhC! zpDs%3C)5Q0SdV591OH!K5B5-msl2GC-S~+l(m?=asVsvp|Ad;0=TV5`6XjMAwMZn^ zhlVH)1UbvUUp+hg!=A9Bfp<9^1oQq3Wh6gC@$i2m6yyG$qB#WIVvib)wUP@}E*d#g zRauVH1j~ap@kLb_hft68qNfr-xYESceTF>*e_nrc zhx_}tY9l}X2!5Z~k=fFh&+~6%z}L^BHLP-Qco`SRcll{qb+_#lyY9G*Z}o|f*JSjQ zw1*cX4|&K|U|x$j;yQ&avt@Q_X^LGZ1D}VH7b5a`E1?*O0j8&Xa2+D8$JRy;e)j_8 zXvDAM8(g`8I`xu}qGVbTrPEl@b;vT;zcIsVIG>}~X1VJ{-d8T$SD4%`nMLx%CMV*U zHY09ggK;u)}doga09^W5ari5C zBQ}2KAFKZ?MJ{)$tf&cs-NFO%f1x;}KM{R?@7lPD(B{={=2molM%RWD^LHo3Uvaan znr_`;$ur=ei7S(VIDz{9JhD0Ly%@v-WNd%e5AwzJ_g+U>9)+-sWlv1U5nq%ivk{el z8?2>f`9Pr)We?NqEl36jeY4A$!Q7pOIeUAl|5;V zwn3?0mH09|BoUvN%^zD`(D!Zs=nBz;k6nCqns)uP=%ZAh#{J*=(SjW}VUm7(&#>>q zxS5{``67tB`p^Nys~n{D_AqMiD@eOw(kx0jeuhgE{;a5$R(4!IU=E{UjBm=vZist_M zTnuzHoxN3N4E5=VLi78u;)A+rt>Nr%Rkg3f)TRx=Ycs>pAYDHY*}Myamt6QOVbCCr^4epWfxd(@h(x~LF-*4g~KZ3 z&Nr%fZGLZ&uAT@x4S1;X9mX!WkN}YU;vv(Nig&!I5p#KU+-c8pyud+u4&7v>!wa`r z{m7y#SJzFQi>cwgLcPBW4j~Y~R5WSUzy?^<>sN&nL=XVL&`@uNo%RZ}3Z<3z77_-q zgU~X(UPA^f1Y=1`#$MVJdC4-oZkR1*9bjpnv zhc+mbneHzdew5dKh{bS)1dDNbExU0yC-1>~11I7ExxH#JMpcKq=`aH3=R!sxSL1l$ z`X!wTPU9a6`I}JWRSQ{JpRiayUH6KS7#XUy4R?3AD1Xf;k(rnG1TF3yHPzxI;q9%+zr0DK{8=4*4@9syPKhUb!fyjpFqlwE5nY z8_6pl{3ZVtH!{jybQL4PXmXdnV!@&`Q|;?%ezm!53b~Z2WNPD$+JktgAMz4YN38x(y`RwhdahmL1;3ocypZucm7kd|!a z>35Kbk@Zmj%(#qZE%7o+*vLKnUXGJ=h=H7*SlA?mi2B1AZVZ%Ug!p`;(c1_+EgV?q z_c}*A=wpP&H*}OioU{h_q0<%jW$l8zv9voi(kNNV{)M~49UnFsQQ8BL zf!BJm8F>3A6p8~1M4OQJJuPDWU|HU#+$aqq10vE_ujfrSxiGzKcMI&h?230b7T(Ug zi`E1|2`lTzQWUQ6N7v2e#E?D@H$V&=?|)<9ZSK3)J)ters1XasT|H+e>jJf~infnu zHGQVyRWgibt~&%dt2=8hlNEl9`aCt*A}r|GBIsUl0%-_`=U41#<5zOGj_HeUjg&?d z4e##m?0(RZ%9v_j^e`c4Wq_HrRqe&Nb~(m1_jbg(cHdcFsLILNx@||t%f(c1wsto- zwpoqZzN^2XNKQ=xcaP&UhaW3${$hg=tRqki=Ypb*7HTi;7!Sbxw7i(#0J?R zABY0QBZ(c2Ib>>!F+4R!VZ?)=k)Vgv_vi9Ol-Q*VDjc*P3 zw!wc%xa4qd4faCXClud6P2pxi7YU$`5X*+FK-fMk>v`DAM9D;_h%%s%(AQ|lfqP9$ zkpI$B@=&GebUBl9W7!%*5Mn2SH)nmS%L-8l=|anwZ56q z=ggot%u)KJ!gvYp-jN(bnQv-G4$aCJ9)F#3l#NKv^RGe2i!W1YW8uTa@YQpHvd36w+*cC7oBpQo^bM0Cb~ICXGJ3NC#21>oio#0!B#tUD4{0al7UczXCZQAc zn5QD$>J;|{d%MV5Pqz|@0veH~&>zgfA53Y*=13Snbml^brQXyZw||u*p5pdl(VoJO zwQ94@{1>MYswMaGw>nCit1~%?^3~`gNUJ_YY1LDV-rczV%2Nx4y?!ECh3~2#Ya_b8 z%deKKNY%4=toZ<|h9JE`AWZ6Dr$wc3WLO57*g$vbkekzwl{_!%@=w=9IB6l2+qQk3 zdWXdvw=KWmSQ4pkSEI4NDR_!UdJM&NiNQLQbuX5P)fPvKX$Ie~-t^5H?0tIrwjDF^lvc5X!;1?723utc>a;I(uUmjQ5|1P_3G%*W2B#M? zk)A=dtU$UJA%vpDAartL&ScXQLs1Y}fudcFA$O}w;=!YCN@4@)g23b1WRm+*U(4}Z z$!p`PAtMf?@1gVUW^*UhU?^P17q`$rJCX7CsJ4|smz1N+WN{PRW!rCT?9=C-gjdkG zhEu@sWXEgm~_g{Uq*C_D?}_s#PjgpyRMiN z;K?Zug1L_g7Dqi~cTYFH_6ynTkB1aIs(BVNf(#ZIgZZ}42PYeE$C4P<18IL1@C^D2 zF*=G>NGZM0NojhkdNI19VDZBkr%9Z}iE6#8$DcR$9|40_+HsH3;L@db-ZFL;gtAe8 z_YiUQzSI{}ynT>;Dz_ zgg{!4s!2A=L>j$E{o|p}QA$tem416j@q17SGh{1!3?S(-Jq-mpS{gZU)wUa6BXsrt zeEA$?xLoa6^5%>&3UK@lAJ!}!QoU&Z&<@}_!j545oroX zqbnL5j-xwxV|>Y^jv#ZOcp1bHQF(LF5OpwXD8dXCUw6(nfeth!hk8B*=<&3{m?06B zCti^HlKYV)A1$##os?ClT!f^xj_M-<%Q|VRimSa4w%Mc4ZJWXDbH>dS7n!LNMgbP0l9YP^T8&;KnG{PcGJZX$mK@RqBVZ zQ3t`_sUYHpk|iydJct*}$*8l5V3uK=%0x7*J$;lF?%$4_WZCPzL&gqlDx|3Cc>lk& z5ks}lqha663i-yWF?+df@M zyH8;wU)15!+GtK#w=x7+65A{u!ZfMS|M8G%Xj+%M@3sA}3wGI}PH=e>zPcN}j^AMgjaL z*fo@*oN^H=)rWQJOd0I=L4cr4PyTCdxO`Opu)s5@S63_oyYx=(mTFX=rgwH>woh=? zsGmL8EEV~V#8>XLo;w}Ff6#>JIYUV3gifwSD4}cuvatb;PWQ!qHK?#aP8R;&OJK&3 z?PkL9b9*JX$%B;V55@S-m-q45YcNs&>H5-PXT-;)I!K-d88tN;YYNQ~#?d#LFmv2w zf_=&Rj^(fV!@-EmsIN4l6zd@2*|Aj_07o`Jr@5{N99gd{s)N-_{p8AZi_mW&(U@;K zDjzNBx`x5qWjZiAJYQLUH`Y%{e$Q*^zE9$R=r>J(9w{tlzkHCEGhMnbi+)2%l>tm_ zU+5#>H%3YR^TT1pgj(-CP2n_3=$|-=4UlDtWrpMtcI$wyFYHB-;Eob2K#&8N)4dp^ z6s$tPobXmBV6nVd7kLOm2=!dLr0I2P`ev~&kd8}|0*`n?ysE|L$9iNd->`;&@ke@r zP%F@kWtTvn2|$+z3@sa+7@$)-LILcjpYKJ}7y4JNadZt+G45+7WlIsK!-x&ajbGW* z080!HeC`KHq6TY4L37m2SlF3DiDRF&b@E79iQzH5oz4CVKw&@&O6-~OYNPH`v z{z=8%722QDLwvIm@vdU5WIyG&otsWl^N84BhTrM=uUUfwdf}ZKveDwlFLi`3QH;HA zACm5EdycG5FH?9IVRTV{aH2k(S8l{iyXmZChY?eAZ&7)K zeFG%=m7h^qd4=rp)96%OO?KnERL-baZv8yeT73@0q8CChfG^xe9hd|CLonZ8I2i%{8j}w?GlR5QtF0+f@JqpB3VaMU^?Un8)pj>9Z?Gsde5U&h^Lp544uDa zr>7TxU2uw`tgK8)i?_XC6c7&a_F4jTu$H+uir`Dn0ES(-t$d9UI8L-C%9b$2y_4-& z({S9H(+sQvwnh~cjZux;N9#FZiUy}D6}dVvFERV1-c4=2*Y|Vc);3`5HrhmkSHal*`EZlDP?QI|TaV(y zvtut+MTOo2Bwc5Hf@J0T8YU+!l$KXkRpKpE_s&E0VMxV^Kkr;`b6n_hc9nE?)qGp1 za7B6fZ1nW0-W``hfzNphnSxrnM{gr!wF2 zN0^`sn8CF;D2%MCCs*vBwCBZ7!anwXu5BV1c)ox~*s@aN8YJo9peUMaJ*hkxl#V^b zUjO3d%ZL4J(Q~OKla$~p=PYq`509Fs2OiZ#XCI6nK73xexWxG2vv*nFv>-P5k=G^i zgYgkHUb$k%FAG=vSe0d7mdfIR;HhtT)ki88X(zEOF6tSJ&a$Cg5T{XU2HuKJ-cjVVKJU2&JzzA-ydMx z5ZAnS@7>c+ZtKCXUvKtq7%HrlA9dUA@p}a2ZkgqFyU!bSxz$mLz$~vrS+ILF5%4k8 zs{hyv1aXvz+XR_Gpg;F+t4n`EHU1Dk!Xnw^E*1Pz5CsHq8IW-wun`rM(y}U(mT?Br zULcx=98F=lQ;!#~#x%H17O^}vx9E#jw%p%PI8}(7+K$Q8D-qW{+slb6RLkt$^*K9U z-`^cMsWsd~i_V4)O-{l*%GQO6h>2|lG&mK8GVd7mMYdXhA~R@}&Lc-rMqpB;rne)u zq>ksI)TA#A`x-RCU7ULVjnEPb+n|D;TS&})=d*OI4k$ea$ib4YN~^rv)zsTcE`#SxqS0EGiAiDkSN7e~!Y4@dhNH+M^_gsFmBk~Wk^g+r1gUBFOizo+3 zTYNd9tx17~3p*??D>RVkcdt*8kUwnPe7L!n<64AANa*L!(+7!G)uGYQ(6D{~?$+s4 z^z=T@o#o8I#3Q*qxcCTttj}|4n9Z@qGlg6hzL@Tq?qe+cV=Ok9YHdyT!QMej8TL{8 zK`nTFvYsij8K(R?UdquWZNw;SWYK{h;j3_(yiCoPL+g%rR(*N5CZ{QBYCn~|zEAS; ziW-^6*-ODzJ#r`Y_r0da%KBVY+ZXTf*5wHJv)7BK_;9rH@bJv+VI8%+oTfW)c81wJ z+>Xc*H*RRIgESx_61AB`tsDSj1Y*kp1?J{V!*Yrc&(6ort;trQ0~(8@{q4rJD@`|~ z(fZP1$rxRaY>5r%QHqO;Td}MUe69;TRk4l9;iz6*YM*=E&JwpNpl3v4uwboDm-k|H zp=O`M$ItHcfMm8P$6ez!qhuwoUv2}lb?9Etm+KlVez{N|>eD6x^xdKy4~eT} zJXCfI9pN5MCl*O5#zTb?UWsVmY_IxEbhOwlLPb@z z?WN%M6usa*PM6v%3a0Q*q=s<_HA1taK*w!WA^J2=aXL!bDEfIW6GQxRQHflSH&T)y;Y z)FuQLUnA$w!EOOUWNSx2;wm7DD_w%UCbXZ#PYU_VbjISQqDDoSxXX{<7bNZb(h!K5 z>%FobxEDA87;DSWp2s)XXt|ZiG2@$c=izbCk9|5pIxDNyjU0A=>zFUCg4J7{`NxIH zw^dpdA@?6NJby(nQ0JyIS zj;L65Jr9Z2>ljg$ppP=#d14fv7jeg5oe5G;SX#nV%6($}g=>`93AtqH#tm%tdYlIg z_h2ittpo=HCe?xZ>kZMTUt?{8=Gs$j;Eii{cAv9MGBw94#CJyN(1BmFTrne;*8r2R z2@@aL7N~q9bQ{4Wf^Qj+qXy$AxCe(B3Zl{iiw%(*@fONQu^v*`J2mQide)D#N+Rjt zGPBoCPapb$aabm)xNl$G>S|9X&t>mKK(Z*PX<|75j!O6$VP9iGSzz>OFfL}j;NPXkuEoI2t0m%Gc2P_e(vM!MBhlZP z{Lz)Y{z;2BhD8E&9)(KuSAvR!;xDwEsFie5HaVmj%EQ&jGMBPHG(Wvvi%7K$erLi$ z7+!G~cKQxS2#6jD&=|MFl$0sw2xBPAp5pg~hiVbg0S4VC|GmO+@fUd?vIt}4W3mdc z2`M&-A2yLA%S!4vz*9$$N7<5$FtEo-fTk#O-d4x(%f0fA8}HYg7duiMXpeWt;>PIn z6nvs~Z}3^gg~k?0i*)&II8*39Ls0g7*}qB});Q^Z5Fnb+_jLsG#MLXdzUB&Cuuh4u zNw_cFB_L*XC|R{SAS-_828n zpa&tf_cwpR$4L7Szjo4`WVfvQmA@}donq(f7U7`OMwASVjf4HtB|CT!%7-OMd|E$N z)lKGZ8Cb_d#TNxi2yPW7MQhp(IA*sg(Fh7aR&Q$D_a-PGmQ&aFrM`|iEAlvA|HdTF zb+PO6f@JS&G^Ik@AULDU#I@jCS8x<{B;1wzAX{1!i3fn%qqgVX|4!{0%21cf0JXn! z3-=n(q_4$ji)?8NMI8F9Q^ke1X!1uoklcf|;CP7pUY9kwo(o|w(~Sw`kBu-0ZJ^k3y@jg-EeS(0K-J&ERr0AOBX9I%iCu zLJ{WN1r*zVW}x4>TP+*NP2+kGd0G8fJ*uKG|K=x%7Q8|AiplAYOsOGAZ!|_;{hBME z7tVY^)=82K*~JAKS{Hf7uqZ;UUwYTYAPb1JY%BHSH0%U-l{B_gdN70ZQPfw%P>Khk zeym|8(QoYfA$HJ^cbN#8Pv7c2`UEbp4cz+|i@*ZrQTM{X`T!F|XMCo4K2)|@)YQK; zpFityKcuxJq1s|lwn_O!y=5p3Y8Pp@Q>+kZYT3@R;Q~@sr{(rVV}PZ`3lWQzU_~o; z9zNkkwafrw!;6^V|3ZBHDJ0@SM(#_n*W<-J(3O>fbzrDA70Mwj(dvLk*9I(-jT_OV zB^c1kF-~j=7<@^!uk}k$D|?{b2X4IuVgjgiCL?+k`Um0mXAKnvd3*`fFuX%L-q4%D zo!_-Z7Jqlpn>7u~SzvauSQ4Xe0EyV6$y)zBMvbK}34Qq}o? zMdt6}z=;J^%Uq50j6sONU<;%9vIq> z>2LafZ2JFW-S>yss6_GIk(D0>JKv)5V`Whx>gPm|)#AAbr>Y;uSpe**U`yu7)MZ7% zsl(glq~}f~+GTO>+5e%+Jp%&6jFPm_<#X%4EPtCNB?&tJoWY3dXQlk-@_R}lG}u-U zVMKAHuKoPqzl`To6o8U$(-YE2@yME~ju(Hu@w1&eP{$ysjG@uK<(CU*vK0F@J3O}_ zagYf5DWM*r1C4qiU~n0bPdTa`MHBp=r6CniB4QYb>c<0a6Do`IQu^Hb+X^}x%go?q zuUZv{5ORJlXD{m7Piz2LuzIj*{Widi4S1OFP23;W@BLrN?*DhEf9yLKC_cu?`H2n1 zptj)P?$f0O2CtGYE74`TmOYqJ*T^cW{xdlbUY~1$9QnhqB{{dgn;E z-j|&p*w6{Qt)q*j*ZBtsI-FzJl{-1Vm!HmqK{qNw@>^c71*N(jW6s~801}7fm-}gs z>GNwdIL!kC*l$Qc!O8%tX`xgjAm>2i^~faqEyz?70+6W6V_^fR^gK%H3SsUlZP1I< zkZ(V+ArTmHVxJVN0Dx?PXKb-SKdfKg=>ORI|7TABe^Q7zFM!dXV>>-}Yh@(ZEJOIg z*DM-Qn;PGgsr-ozqafCd9?5!y+Vhl3b22t#9Is7?Oqy7EMiqk$jMSY93Ov}P@sI#)rER&n6CGoaF7Ar z1XIvTOfGzLle+nUPFtHPC>X~FFXEb+u;O1WG5|YO>g{vV1IZTM%VachM9y-N_7)R6 zHn1K?vn76KB_99l!E1*uUwIyDyF|Z@Nf}mb!+k*oZO!-)UjLSu{wDE<+6Oj8I4;VA|1E}l2EzQSpPU0B4Zez^@5{Jwn zs`-5fQ8_AZZYod`<}33Q+&Qc!ndG|p>7G^bM`1;NfjB28D>*l5DA~_P;V?7EZN@7v7w=^B-+=3aNC^lX-L9 zZC}`IDv$r*8Q%Jx<&~n_M_*)O^xk!-RpPLvrn+}@Fy1?Wfs|vWgUJ}<2i(X10q&_I z`bOw#{rMhw*z#HwtI4~2byWQ?%HBFG%4qKz7DP!EK|mVm2I&T+TLJ0r2I(9?K?Nj- zPLUGnmPWdfknS29Y3X+l=!y57_xqmb;t#!axMTMI^;&ChvgJ5zQ?xbfz?V!>qEr@? zr3|xT8zDCjmbl+>{1TK<3Vr@}ufa~N0sa}Ftr1Tm>_Txa>T?M#ucJzwJ5?y~Q6 z(Eh#dIV{5KX@{;*EexNF?u7X zLM>lN6j#@0QN^y*`=9guKNEj4)axCqjzuGm>5}#k*PpRiVj3RpS5qF0;4vbs!&K^B zuJ*u4tdd*3)A4orPqX}pJEPjLg%2(m;um8PW}govK)uiw{c;QIPrU&7FZII1@vEBI zu1?~~kZv2sPpkGSci*2H>ldlLdxvadZZ7iqB}|RAR1C~&jeIEi`IpY26wwY&7mVndkR zfOXtH?%t&#QCrzLYVp3UGdMKMTz5NpaCVmIVqj)COPyPiJi9k$%HA&ucUVf}S+WXl zZ}iuN6Ri8oSzIx9JSTO9aWmpD1%c}jXfZLj`rFl*_>Z!>s0yNBJI#1@_4|DztSq-u zgYQf;qo$JcGN(}Pc2~Vu&eCvB-gLk5`=-|GY&xq?(YxxIN4+dQ5)r?e7oXd%1PlFZrqoDe0TH-@SMolVqhP>q2SP z_1a1Xulu}<-B@>do$k1J{+`xG`@1Qu^kd*tj@x?l>;L!^$N%&x6(juxsTV51Vc*vl zs`1du$UpOUI<9oDISMer;`JH-=(r>qWU`xgSW>n^glh8MY-+ZQ*gBtdXirMO5_ne5 z?Hf}Yo+zl}?FxNZe6RI$5efi{|hWe^n8FDMU%uUW3ud1Y{ zJM?rtOtL5H_y3XAV}W#BHUq2ChNB5Fjw9wH{Q8(ueie0|#>a(_w2KL&R79&y9A)ZNvSq&jy_`C|F(#M(B2M&zh&!*$>WU)F{^2JQz{3st4{fmm5Q~Zb;q}AC z(PR1(F1a41M7T2Q+FInr{F@kl0MEs~Byi)~ z;3&MmNUt#^;e1b*?i9T%rHyk=SE7iOf^^M-r%ux{sL?o?brtK80VM{V@{x(kaYv8& zNX%s~R?Yhp-uy*C=-#vkFOwWi?togsz!iWBZF1FUj5!_mZoiVA^t)i*sN&WZ zorGBISlHW%R7z?p(M8+~W+y18Eqvamb&5vUskj|W%bw7a{njRjG?gd5jSZN2i9dD$ z&5fBWDo|V@12b>nWly*c)wLK{5i$sb>)B_&UyoldYQ17p|6f8Wv*iUg|MG28v6Z@pbs3UQv4$1W>XQQe#~JEkx-}C z+zb{mg!hdCamIoGQG#o@Kh1L|;++{+Ci2qm%XTdnSu?%T_R?=0=i{YRC58%ZZ(9=# z@EAQqR34cMskQ}o+TS8vrx7K;FR3pB{HzSYj0hMC!rPDk3Zi9x49^VSMBu36KLYPz zHWb@HHjwsYOKI>&MgIw(ak|S!g5|U3W%o$WEqvv=~{l{pd1`rHziH1!xdFYach`x46COwM~^#EraOwRVX8#kgp!5%d=QWbx5QUfitn zymVY&B)}k~w>?Gq2)YZ1tU?~TPr~DU*A5-$!Wv?;^0nAR9Zpt{w(nY)j~=&O488M| z$QM)XPjrb@naQKmBFAI)w4r}*US7C%n2y60{PcfRM(KN82poqLc8j>iR(_!SI5Ro> zL^7c=+uq-_Mip0TNj$rz`b%axtSf%Mz`^ZcL4U_? zCn`pVzg%6-RWFywYCN-5lTAl#hR1*s{2QqEC(7v+h#Hc=+T&%l9wF_e`W!oz#=AHqHfcE{iaNjb%5ly6kC> z6l263lP*e2l#X+lB0H96yh3*0m=s1#lw{@<2L6SPG`hhX78#&-`KRqZO{sJZ_|&(& zz&JeYWY;?j!acFv`Wl-RD!N_JYT*=cnk1pxuwOa5_WB-Q^Mg#G)}kQ{!cZRh;vz>k zWA)Ef3YFGbk`Q%r?)-R*!m=3_mIS8QLN8^__OCo0!>2C|I+KpTK0I1Z`Y?@monut_ z+@}MFqQ}8URC4f1fx#LDQ7dBBh~nt(V##8ACH;tVf?V@U-XFg|Vu%|hf9)aBc&jj! z+kTSGEn9MCn7Xw$H}56Fn83mox53f2my9S`wUmrbI9D$ zvnp#OY*OLldl67>&_tk3VoHJ81f0n-agw$*!_ibGe-9l!9JG#nZ)LvAyerZ;d}`qi ziQT;DEsQq%RJHhl!*jWdgie8C#_>t3u|H4{ZQ;96juycg_ZGLYht-J&xHM8IM#huoh%HsjqLmdK2kI*cV3oo)t|fxbrk ztU}NJH&F(wjH?BL2qoA%LlQw|jT4U?`h=Z<)olzb%ZqR6&9o?TAd1QDG}oX|Qe1a^ zWLNS~8ihdQ4yTOyQU~t_Zecee-lhUOo9J|CdhpjKdzZt&jq{=5zS37A-|8DBOFr|x zvmBwtF547sGFZo`bytDm(0IIBMR4oDn9lQ zRyAJyo@=&WOjdl6ApDI~xSI&Bok$>lDel=L^^Bh<_l=#}bjl~5xT==>=PFE7Sbrjy z_2}z>&VLpd9sON$c*U%tv1m8Eb4rPiVQzV0EYg$)ASWUhl=7{iC~|byH%#19K^Y+g zy`X3o)!^%-1Owq`NYUGS{T(7@KAL$+T(I2mzKg~;zaO87jjc{3>%M|%@Un4ayE#D# z75jAd(BhSgn?lka{{^rkGJ|>M94e895Ww=FUf%Q_=TdyTJpFqQ$~)%g4LWT|VqS!K z?w$%N+1iBoGf?|b4Q>_6Fn{5b9bu{-*!dOr;E(^}0FdM?1EoO?tdJt7VV=9!|LnJR zN9EGe*s=Yg#Wr7py`P3?pV||}Amd}?eW*Ugv*q3#XwqOy>LoZ?ljo!Dq_bCsfJ591) z08!j;iC?;~{zQhfg*S9~GyIYncD*^CALOf)Bki=yPl=Tx^`e(%Hvf)ovcTAuowD?w z89Q~v4Rup_BYXKorvxOCs*#1>?Ws=N-olsIdc}%wmbu~wkb={2nRRJ3+#@W!Jz=KO zvl{U}Y>Y?U5yg7p!@CBSAkFGc=mD0{(@ppAgynh>_pgZdjU~XGxrptH2|RgVlx3Os zUsC?qLm$x~|c$hWor+Uq0i=Ci|AO+sgc|HA~y) z>>OgZddHMft}w#*jcfk*SMCH&;jcRJvwy+8l{ZP3T|dpN1VA4Ua$@5%!fUHJ6|4kA z1Z6Op}l@P$K9ouypO;<`?SX<2yT4JdlEz* zC~?}tTJ>j4YgShKIH$(#1{Q04TzqEVoYfup+I{354tjlsP;qdjF5gtq<<}e8go2`SJkK^6gOQONt(#nW;kRc>EvG^zP_D@ zrN@=7GTjBq^$RKH(-g#Yef`h*!d|GUkTcaQ>~tGPbfEoDc((+HH3H}m zsYm;FX;Q-}eCql~Rfu`3bUcvxC>f5>BWRKo-^3pp6n!(9nHrB&R*EXI@+p_tObonABnzxhDv z6$i_j`}xGc(&=t@xceqpx6NL`h?*N;=D0KUk`D{e>(1qDKfvEfbWq}P0t!et`)AHM z@i*6wXA{+TlbASs?$81-gt#I#v z^4OI7&lHdKC7jcsaYLlJNx-!HL6(Uhy-eGKzRx1EFvBJkMn%kS}a@4mRRD2lHg8wo;oXR82}9SFX=;`T)D}> z49OI;C=F7*zLBgKc0P}R72hyjx8Ymn%q8RG#=8HVgYXGIgX~@`lfv03Id;I18pB`> zbCqI%PVK@@X0_Y1&jwMprD>2TME0ry&{-H*qvA=u>5vE|tLrL?QuJ6Ev{gQXCujF~ zsU)tDtaDOfc2`wpqylsJoBFaf2P53lu6Dr~VrPPhl0O^gOO!g3brw$#@?&wNROfq+ ziE2(iR?5ECE#KHT2sMuhLigq`}Z?uDhnW23s#+;y_Y z{ESiE3L$a5Jy$W{kh?-^Gj+^JzeuwBY_h!1{cG_4`j9@whPkjX*sEv~x(cUSx*S@} zdM8=Zlg?xM$``A1y#zggF5lBdGw|i%buOL5+pnD(EfKeofnlBoH(zvRxegNGu7o|e z&!fw>Av3QANMKeGqJTzP( z*1-bZtlG&to5S?MgsR^ESp?I%IN;#ws?hS8OIe=_cM|fk?{RA$9GPZaakfu2h52Xd z=j_XdjE|?>eX2q}=)ODLK;k~~#>%)e?=Yp{$@F)d+*GGzp8I}cpm$G>Q}HA`;kpgQ zSiUbhS!dyIkw}1xOLk4qm$@f<&(}BPQ2A<=!r@>ZS*Np4Un~27gn0Hh+j1<$zUip6 zf<`fe0{gu|mvVMRN}74w*g_9z6keag@09fru8}ZH#}#f#;G$?^#XbW@7u-c{Ydbod z0zCl-w#PRvN*eW>^WypCB28vPmCaNV^%Sdcc1zW>OKm&baN+wKb}W1&0aTh=9BcXZ z3MsX}Hy_AN^xggAON!vE?I*l90Ih3ZLiPf2`rf^gMajyJU%%`nHb^{uiX!|#2Q@Qy zXSjD?vf|E~9W7Qwt@u7A!=pW$@oCvoWBrpQy|5&m`s?n>?8tYqKmDXng_GKT66@P-q2%;D;*MW|bdv@X1%0OBm(y@%YSWqv9xDFof#n z<@&@(_47h^uq$i_LP|cZGqPkE%l&zFlsJH4@TIc;x(smjGViu-uI|QSzf^eK2|}Ed z)#v%kXKNFVwDZM+-Zq26!->BHlet$$dLr$YmlRFi>sFp+?~FK~EJ=)om^I8+Ijh%? z4zUZ}e5)u(B4F%!D>AAF3qT~&TZBLc4+p+vkIv};kMId1c66~_Iaq7tX=&d#BdQ}f z=vX8)|N7avhq0|mfWOsOthU7q3D_u?-IvGQy_U`y-q+9ukvd?B4?Yw~yl>>Y_t zEAN%sO@dHhW*D>qDn0VYH5B0h2!}3$h{*LM9KcH)gKUpkY-1}f&XgSF4uT_$kXJV? zBGcy6iWAGcNthX;r^Y#DM!9!mDU9Tc)Y;`=$cO2UF6xQfz*TPJ8+t#xK_A?i&yzC@ z0b>9WLp-=Y2K|)V$aWOr066X#WaVZqb=`Uwb|bTB@Ppb6x-Kk5ogLqElHL)4MeS_t zNhsv(qenQNp9OT}EZ8=1=)DWxTd>1hiSFbytF`*7Q$DV6VGc#Z#S#IftFN?C=fsU4 zE91X2q=gw$bTGw(=2r|)B-`5h9Ff>ST-U|?$k}`}b;1A|{>K3!LjoIi))8aE%7UN! zvcJP&+H2=O=0W}~WP`U96qQ;neYIYt)?wic3#-lC(p#6D94;!l1+Yg5QdqLXf0~0A zbn#P&V8LK5x+rq+-km-l`iv;qE6^G%8H2!53}~R=%+!5EOAolq6-e}ZVrDMyuMuvN zl!~WjTkfE8ji+5qeZWw|kx`&kvsK^M1)XP_os4nZb;(lyq9hS`i%JGB_$Ocm!)}~qCOB6X=_*bgo%Y>2vN)W3eZW(9CNRid(WYlG)#I2hn5dQf-+qNzxB^wqr9`zb+dw|Oc)0_q6>NjzMUON7 zWW@kyDuSkCn{i%)&iven7rQxyWT*AM7Sz@tx!6l8*Ku5_q2g!oOb|SD4?Z2B!ONp` z0}kz%LtD_{O}txky`NQ1PGDeB433|<)?oOEo`Q#B4A|Uq55^{kDc@h7(^v>Q*$;-Y zPg86L+a>aaPQQap5LKm13`p@F^$6`pZQ-qSC2$r-iT^a~uPvqad?B1b z`NjlE2?!?`PpFrf-jo2n3XM*&q7;leyx<@>cwyEk?6=rAN*TtZ7fW>Z*xELBX0dY` z!{;UlwUca5?r&~}16!li)?J@WT9bQJ^*TVi_A-BssO#w;AEfUGpJPYfK*O)+*uJ}n z-o3qWf1K$K3w6tTyQMSexg<9D+V!}+tMP^2;8{(vQO0MvrdQDu5HxG+k5;p1By=o# ztS;F7e<3w~FF~o7{^&d8IR)d`iP7Qp&5lr=hy=*mQ{A*RD|W)SZ?{L@{V>hbP+F<+ z?tR@=knz|Ff$_JJ=Oz1&P~Frn;#?WLE{z?}$}TEa?ms@q92B~8`$$wZ0${)gr@CEV z*8{bTFQjOCwn4sHGxADhtWm#kAE$H8$AS$?>nI~jsiez1e&@TnZ>u3wSANtE&U5gD+O z5#=F8Phd1Xq&^FDyk1Lj97*Qk=jQ_P+;#=p_TTT)(J`m&Wvs1jMN5*nKfg~bM1K3? zc8U1_qDF~v1f$EPsfh`d05d^Im$ITTLruyo1@RU!o9niy#P(A z=UO9OPyWWcHkvji&`C!h{^DhXG2RN5caj3XshLT4Qppe%ixQ&=5EALE#^GaP$tiy! zEd8_?8xa*;9S)ErqXG`Qqf26}6UyYU5oQYoj8_FdUh;?!wafB8EDWlQi3c+SMu&U7 zb{8Vm)znwWYgL3J-B+Gl-87udh9RYPyzN9XtfNW1&U-1Yb%Hbgi5wb1gusiSv~8nM z!X0zCudn={at=?p=x~5(@N#O~|1HLWi;SXH>49@O?^Rj1zGAjm`xI$jX|~3@cV?GJ z8k=gQrAb!^%u7={4E!v5&+nW>;-HSuG+-h0GV44EaL3uLG@Z6jTk0*8E=wGl{6d;P z)V#m}&;%TcnBD09Ac-;7p|EyyQ?LKMoVdI?;E_Yi0wuJoRbA;RfV#k-nhyle& zwo_ZL60R%Y$lR}QNP3WZ` z-sSu1yiMy)v;Z-O=aF0Iy+QuBkDc3%SuJH_rC;kFt`<1Xc%}PmpO#&$ei9N$gLsLU zq8Wj~zLB!5z7V{29^q`_vh|XHoR;!0q&A(dHu$^<3PNj7)~%d6RdxpiF^z^xYxj!{ zUBT0t>EkIH*J*FNTKA*N;|AHFDkOkW+0xM5o_#i@&Kq3fM{)cPH*t4&kl>4uMAFaoe`#~vQo%%FZJ#;8 zq=rKpsT-y2W??tq3tv_V?Dv>ft#@@VwQ}pSuNhA_T!nibZp_A<*9x2z_Cw@KlCQ)$ zkAC+n`aDZW)LNoqsn-RhuLbFL@2!=cHeq6yEl#yg=TTjJpDQ!rt4x92r6ItCb#QN= zoaI@I6P|G{oZ8PmGtO}gD?YA0+k(z0n%o9vS~iB~*8(?FEQTT+zXK#-rc-SsoV!8> zMzgXj?i_ryhxs)bo{cqnP&rd#$fmMdg}^04gb|Eh&@3~mK#$i&SwBTt*iRY<{U<YwPSKAbXJ&pGDNIM{{?I<0)LWjPCdEM8ny= zyJtb(myW6Swn?d%icv!-iE$5gDZ;Bk`Qkeqz=PzetRyV-~!HWSA?ERb!MbX~mebxJx-+|lakQII7@3~!&*ool+!Ff)aMo3QFP~6 zU32|GtD+(wb;Xk-y3(=iUKv^0B{&_}$@REH@^Vpm*L!w{V;Gm`UU^{H*eHeY>27}; zcYA%7hK>&J>(~rEz!pddB7PVLrzJH;Vb=PI5P(F0z#RKNzV%L|QROtdft3eKBL9Q# z&VuGO;=Hw&C%jZj$`vY2X`KzW_&M~^6Kct)V)a?wsV*AB{bd5RfsJK|H-7;NIycLd zdVb*IzP@I*n0gT8ywk$^VTf_I%%yVD@h$1;Hw+Anj>(z52PGcPr^n^M*-6FP+~h4tvY)If_oWMj?VM}|LkC{zfG9N#|U5p757~1FbPNZYE`rf*OgoT zbjT_A>X4w9Ut+RxKafY5g``GJZL{sSok#O*X9A~L$Ayo#I%I!RxFc!Yc`wc90_NWt zcHywZU4L@n_I8Uw@AM-Pzl%0JE-ap19{YHcUou2vKlmt-zN_fp3bEM}-0?_c)Twq` zVBQ_&=3m@?-KMy*>-WIht!tXT3oV0ISm5-sbHsLS9slt)g?f?wC~3~?`e!!PsNb&` z@SES(TtOb6FTRZ&x@tPCnygZNa9_MVGR!k27B5DsFNgFvur9*x|_5cYg zuP{;+aTfuxkvS{TcU2^&I&5lj`bnK$&~x>eu^A@%42}>MiU^5sJ-6=y;mUWk%@!`+nf(d(zdf1)n&4 zPp;r45YX5+-3(#50d?Ve-!TVn`7#kG! z$Xlfqm5Yo+RqD+5SR82teX04C{nw3aYz9S5WAv$Go0C?L|>S(0Ta0o<6!9$mJ76>@5{?uRFYruW4OD)M#Jw$M} z{xJC}TBqiy14Lq`QC-K@RV@lV#oEom;3X68Y1V4NBV&8}7ec_#%P1-q*6tJAMMg6y z1ULA=#Xf4bFCA-haL-iKD;yO=i^FyxJF4ULi|+qO3y$)mQb92aL^pPRmtrJYr!MHYav$Gwk(N}10@RkwW>svMHLCPW-2lhi=V&lHlL=*< zgfyBerso(L(Grk4K#L7;l%1f2K{k^5d zzPiS?%fUr#MIk2PvlEuZ-aH@R=0h(hj5l+`idQtPr@FcvPQt>x^beq>^71sx?0wly zhG$a;gM>?a-OL1nFm8~-*@9nP&?`MJ+Lw*uh!b0QQSp7|6;I`;8;PPyY-nNF{8fc$gnk)0Ehu#H8nd%5SaF0aFZ zdhN5L(8{`(;AB>=?QiW#g|e5a`{kWuM)mv7-6q{JT?0n#3#oj;At#@63&RNu8a$?+ zuGNB|0uP6*pg)4%_GiQxK_WS&nE&1L`Gi&P8= z+{aCTY4MzA#uIy*z9cxV*K=efLEWP=13>`= zVY!wf>yps|`w3)V{v0lD_<{+{+B8N{f|K>-<$E2@h#O*H$ZN3F@Md zX@OILBT~;|#Q?#&wW@)uU%_=6O4^KtkVAQgw)I!(XQAGEjc>!cNH2fWtZi%%P7~dK zpIj)WyY6+d*EL`hF972G|6L-q%lG275v)5x#$b3p5ow{@cwCy7dHUnpIn|bLU!wgd z)c{`3b;J{%QL2fGLY-V(c=fFE!ZT%YWo);5NQ-xNc4C1XOdFvk4$iW}L`iET6w1zK z-PBM_Juy$wzVvH8U1{^2Zz+;0xXqi1ef}Apb;iROMBEy3RsgET^QC({_EAI=eCwLl z(!|4#tKWcT)9paxJ+#igdxSXjhej%VsBLBdie_e?#SXGDzLM&Pri1vP zb&+9>6-*CrDSu6hAC&{2n5?Z3E|t|Jon6_YM0o5yBFhp}JN^?v-NI5f1EREVXou7W zDsm%Ew@`p7yPnV;^kHv>f|iwzj5_8`TcH4rLwIhA#rh0EtsP@fA15}2Njw+#js=*N z{(sKO^-(!y4!;}_@sQ++*Az_*I;zU7oklZ%Y{C57a;bs0T>5U^(7bM@Lva%NV^uKo z#U0X!ne>pMO_LEVDk}wO$-Y`5&Z7Z%wq}I%?)|&WMX~IIq|NB<7!v%|%~(GYSgbqp zXEq|@n7mEK&iiJvJi?OX;#HAqF${O2Pn39aMV`<9h>LIoh~-WcfQFQyyLARQN+OZ! zf97|#C>Ro%^Io7N^d`)7eyIyb^u_ZLrNXLSu_*=mXnU!d% z)&++gZPkZ%F`0sok;(M~;je=APcGj-g$2A6){3MS1p)p2(nv^gbJmH=n>g}xcc<2n zdLIcwzryBh=0*$93cFcjHPgbmm6Odaz$0OmB49s1g|12GbLS zNyL%6WpTo5YTuWg6pxodqqzE!lkE&eZI?*Q*!9VVAsy z0jFrIn!?jGo=c6Q@0V7ghh4ktBO@K3Wmou*A2F!ZeS`@2LOYbFAWSv@Z!d6i!85&*3LQ&t()2bqvJ z@!YEU?|p3#v1_U>W;~C(FOl!BA#j-DptGdV$QEcmYS_Ju>lF|eamuAARDKSh{-w47 zLfifgjc_h04?t-yoH8&i4U-Uxm z(L5(&C;F<2Fiiz#*LKZuo6p756O{95_CgM|7@bNn%l@(rXyqk6vK?3QddCAn0s{!` z87nf7)D4esa)Yl`8%@+LZ_v&5T265(8Ov_g97pk<5jLoy{g4tUnp*wzBr1L-sNeybDb&htCvK=GzZ%#z{ot#T3hx+Gkn zmf}-2#PAq#@~As`(4&aSJ}c8P*yLw-tn5phmvbY1Z>Dj8g2c82`@T6`GzG1N1i+9Y zsBv?u;7ipz^nDKzDABGa7O9Ko83APr;epRy5qD%)WOmnEBl&A&PBfh~LB*=fr7rse zNo7QFe+GBl;ml=ihX{pWa@9k$>Iv_Dd2WU!?^SaPZBT%s%18v7El{5w7K{VbL*y?Q zfj6V)XNbjxGA`SEv^x9`P6=LBIPRZ)jz-TkKk@3MV>oiQrG__wYq5BW%U^O`StqJB zp9yWRs})883##w$_D2C41rM{HPru~_6noz;aMBtaVI4<1cm7%9xITT*bM@N+k!^U| zw(e*;Ml7D}<+*03V?AO#clN~LE>|Ezmc7tI+kFMHA=NLwi zuL2lmJ9SCiwF2=4f#m%S<_IW_`zR-ZpbH%w9izWZGih9uul(7&)2Ek4C62}b2GyPK z0tyv$u9rDcFJAk#e)b344Qh0bZSzPopOT+rnEm$k)SWCc1c|zcXNhpvqHyP5z2pxO z{V$b@pLM+1hGFN<35FU2U&N9XBU>Rlj0`lCX|*4WVat3CM{zV7^F;Sld$8cXb?45+ z{mO3W?99@ISdf|e@knWg;p?h}SFD1FGjPR#zLC)gKzHftHGT)^E>J1aAu07BV2a|u z+JCmCTwjdXRQ$0PCe*|I9ChvUEcoPn#|n9bhxD#RC&TGa1QR$-qRsdjqNWvwFpUkNN9PLp4U{PHsMj7Sj zFWRb4tY)1|u{=wHQ4t|OBbZge7u+fKZUbZ}PsrX=%)vJ~+1h^!20!|h4!JMjrtUIZ zH`;50Y?#-o#vD$i#*EgYsbOr22pN89%HVWt4p18&^n@W2acmycTvG7IdX_`+=$|rv zVBE&#%&2`Ep>QKRy? z&HdL>o{ZpK`{ZXGs8$%EAhS!-E>^k#U*Ls9Q_vfVIp+)O(|J?g6E8=55p7+Ilh14# zR~4MhVO{pssBSuv)vdBX)BIyb6$zN6G`)Td;v8t~eMC*pMllAW3dV9Bw{XEE9+xKd z2RrVs63BY0;1jK#v4~xQw?d6yW0_)kVZ(O>F-C+#d}EzCdds?IKoI{pGaU$+^&6e$ zF4xR@_HMB)061EVW?Y;AE@CX)#PC3-vHR5hAXiaFO|()?_Ce3LV!g21-=Z*N(>g{D zX9SiF+QXl2K1d;~J0afjeiCskJ#vQM;11xw^D=9{rlu2an4Bfoc!f&Lt|`4- zFQ`X1Ho-@AdnJj_)YbeJ7~+Qw*bhKD2mH4`W7=!F0;|ScM4`ZwX?a2F_i;+rU~g3| zHREMCVenIY$^~|y!wy}j{?h`#Y2CnW87MF#`n3_u?`x=&jk6W@cDp4ULS>m7MGkNm=rrFGcPzhK-(01c? zyA!bSN*w;XQYc3sRKR;OjJ8Fb;Xs4yd58EDG2N}3M&v%j9q#;F= zX=C^NEZ{pzPV~DLN(R_b8FFn100QPg~rE+JL!4O$d+fZGYrq#Ti=U__;Kc?Kj}!DF%8|KdWV0|QUG*Tw8${`V#I zHBqeyn0{~rtf5G*z+s)4a>8s|azCUQU#Yxyuk>VkFhlr3y+_I6@dEj+rOhDDPh@{LMo=}bwY(l!w1i~wzca@WJYQs z^cv>sxqoj?d#p=obavF6!GDz8@gd_w(G>B@2)A zO+4Ih;ZBV_N>8TiwOj1F^XkN5{;a?JsgseB3wShNvH#_xZJ!N`vJLY`!5=LtI+;q% zdqs&*l$*;Gz5-JJz5@ToyvIVpIK0>CeRcBUjq6yH)ZD^@R2Fxts=ygTLc|F$*&7lP z?_>&>P8(w9K6mb;%OYMbu3Xz~igW;AX<4q2NL}KP zqKureeTfHMOEyfnswK;1zn2LW+zt-xQ~6IY0Vn4h;Sdl`?xC zRALN61nem+co`o_W`Ktj37SliS%#8G)L_#>rN(?k1`%z4DoT347l7;!N%vcwg>KB& zOLXDIjQ8owo!kC=`9kD>dojgQ$I^3_*QMvi^ZlOvd~^j23NEfkL)wk`e1if#1Iq*d zx2h7lFUfjd(_dv2G!PsE_#6|+=Tt8+4lug(gfEKd7*pC`?=~c}xMx|g43Fbdo^`}$@FFI$1+%sd7&2AdWjEnch{7AK&7(-1!P-g|<- zPCCf=Trk%0rx|lJD3}EC+P^B{0z*^TYr5U?BQh~vA;e3<3vqNGj;R z;RiH`h->KJa*00m@(R`#az0OEh&0?a1M<8V<733EB;#yHUShU@HFzQ`ofjdYjwQAE zrV#_apr&(kHo&4kL6jB@&5+>QO^ZBke!zj)j`Y_9WmZrXWOFox@Uzq!r!dyI1pdEl z{3eQAhmu=}$|y-w(~OC>(*mtE)+7&kHk@-!M%G?Y0Eno_9GtGsY!ZkE=<3DjTK~SQ zjgdazetFVOLn3FYmU~=vAj}*kWiV!W`^|$20724+**P7;WiS3fD*xOKC4=hM!IcnA zucy`^-^jbSmp(3ik2C#fgFf3KERF?D>^3i#`qqF z{;k`O8*klZ^+mwYCyV#nvNY4Po9$f5eNgZ9#hR~h`00GJNG|w|e2??mniyMa1CtlhggnlHwJZ zqT2?Cc{X0=&#+O8ckG;B{4fR4(5Cj6iJCmnRNRw9<7BYx-MGRhksBRVi#G5-346qg zEVbXd*oER`c-(z{0CO#^3>#IfGr`8zVKU{)>Bm-P74nB);i)t%> z1*A8pk&}{M{rnA%QR}ol&9Yg~QhWX&Er8&wFCuwREv_y){pr^)v_W&Z`rb@Fgf3C^ zpL}J|#Szw?Q2L3`TO?Y0^qZC@%J2D@E-=@Ok8|-K&%k(Ll@N|n_I}45!C6N|5`i9p zAq$@aigQZcxzf}IF5>2^vt3s#Qgj3|Od0*<1e>*-?z@L*(PA{}|o|RK1PzbwyIY|6bNo;0Mi?|Ckjc~7s$}IvonkHIWp8aWP z{mDgZkZ^@hV;Ft1YIR`dJZ`J6-s>P|PVuydteLqw- z_UQG;-0aFULMQMTCx{=_nb@!l$i_A;QRSNG3Whn9{fL@x0|M!x#}ke z@66is+;OFvnu>9wvf3YXg;2SRrI&+__79kzJVZte0e*{fL28=?1j+i)#|t_rS5EyX2p4%^3H%yF#3L`XROzn zjtZG~jdR3yfIHKJp4@Al9t+A3B8Wm8X3ggzY_JM>ODO2XfAf}>v$$VKDu;7gZkf6DO0DTluOpVe1vvVbjFL zP`a!i#`d^)mrQl%hsc6K3d_jdbVV@Pk5wk$qnWFLsP=19*v&Nj(DO|(OR&FG$9HMM z>@Q{0F-Mqne#ECsV35Who_=ECzl;)TAcw9Fj`dOC`VIs3z$;R1+HM=)U|Z9ZKNj<9 zF}J)W>TsKW5&0lIaKL9j-8FnS9i03$5Fz;)g#z<4L{+F#23M$zQm*m78L{UPE&gkn z_-6dadbY zn?hOCSCYDKty%Fyitav^hJgILbKGd_HGJ=X2&Zk6u(Cg3!l ztt^a4OO;$_kN-Uo?ss|72nadhAwv(P(EamLIZH=7Ydv8!LfBAd0v6Fw{HWhNC}f^~ z;m%PPUrU9d66!}T#eCq8yut5=SoHb;YV?Dncry-7JvY^+=D4FF);3C<(6x=6qV>)R zn~gCkuakbEdft2SGQ~#Ci!#Oc=?~2{$eb>$b*sf^&NrUtOki#6eJEobKFPfiJ2%A2u6O?@)`K33@Q(4YlX?5AgBhYvfc!kD7V9Y@=llLk94Ob+5HGPSM>inR#QpEqWM3OIG* zJ`5aJg&CW6oqNckTj%A)oWb%Vh<|!w!R)m)NO=v!W?S+T@4$rwr18eiM{qSR<*KYT zYkA#hy(MBhep!fS&bk#Ke}{fYG<*UWbGR0(zsb%0ou|Sd-uM$9b$!vVs7D?Fn|V2c zzcX9Tg`Cw>S0zr*Q&U?gKL(Kdf`cklM6G`Y<2>6Y9kF|^N5^lA!riP^o{mC|2OO0{ z+T*uR&HYLE`6mnBy9dIYZp`;JR{u?5C6X^>dhP0o1v$ zFgAI^g;z^#^s<%h*AE1?)enAy<$A@X?vEe)QGyai*5QaCFIhtUHU2D-ezZ`Nsi zxn;0Gos$vy)MQOZy-rPs4>70Q9-ph_P7cw|3lZfD9%DmuBsNg&<7>EK`MIE~!^Kdy zCP;P#fkc~^V{=y|+zP^zdWr@qQOt8v??rPuOy=Q8ll6OqynnDxHPn8;l489eD6`rp;&D&Ng1rgbc^TYC= zC5E{*iI3ZQeH z8wZ*wQQ%;fH)z1^BLP7?XYfhb1D3+@{2Hs_<*X{-z7Ikq?&=3mr6En|=3i2O1?4q@ ziL4RleoL|}f)!A5WsI$%nFCD^#0Bi(X9g!J%tbIQOk?{e z>tF@iTyoM)|MFmNIAi5zh3D%5nYyr#lg7&LVmdn0Pg`v?@{s=~9QNcu&KW)2 zbDK$cBaVPk7t33*M@nQlhwOIKF7DRz)!|OxVa#;QQ4FE@BwoZZc;UmR#YyajVSo&X zovK|FxdZ|U*npkWxgn~60`(BNfh;^4o@c5`CHaf6BTDC|BF}151anPXs2l6>33HhE zA8cv9IA-wiz?HJRa5FXJ`ycOS%5n(gu!(KFJev!(MPZc3d-E2r*9(?xM^?9e_>ER5 z7I2WxK?-`A7cX6Sy_vI&S%y%Qfn*>GJoI4#h47!Kl*JIPoe2sbFO#ZjZDZ^oPcj9U zH+M6~le&0$F{KPImdLE%iICBNG+yB`e#^H%*J=K5*HI!3l=J3@B#pS7uI@k%WqwN@ zE`qf|gNZXl{sV}2Sv+sTMk&*}-ZxgqxPdT`H!sBFsYWxx&C1y1{m(WXvcSXrrl8)v zrXcy(*@q?deaT`%u7m0t$Vfsin^J27RHR@S0siNfoLr!Y1n3=5pevI9V7|79Je^63dgLLLU^`oN4F@FP z1S6sNstHKop8ej1Y8`t_(b98=C2hx~ymEJsX!qFgpd7g1+u;cHoy9}}nymh%W~PFO zBXHH@$U4yRmi}}6SYu)%abZk%b#hHzFWzw=vyjt=kF;w9$0j90e{f zfe!>c1SI&DB*RCn?9qOr_0=-6Sp7k6t^Obx{$ydz`}jD-zdIJ(mVzZ|Ar=X~!jwz?oYa!=OI_8XX;j49h2%||#FBE#$<*xUM>vxR zUC9|<{5~*XM$!bXQ*&^h6A9>@!k4(*Mz7_P7Qp%xAEL|o!tDuBsR;|4GQ8y!SS4S4 zrLE_isA=ZIu0;vy$|iwID65AAe7CfTfS_;-?3PMtc1zQL+byx(l^vzsTwlAz zxe#zxoMRMIdH52Qd1;X08-~cg7ZYU(E#ktmV`BuP{xOO~8Oa+WNq06`IuoJ2w?QF0QHETH6^GmY|FvK~hE`MJx z3$ZXna?`c|F)%mtw>)3n2d8g95tDiOe)@U0=l*)POChEY`8vG)$QRqCGDD-2B@R{* zCMsC6mT3BKan7qCA9n&X$q!FG9Rv}B!R`c@OtDUm_)9E&zV+yU#RBCUTI1rkH>M=m zMYD4^n4Z!9GVmaQ2ZP!b^cyh>KOgIjPH)B-qf(V!-Qn&igN>l(iZauiWtQfcJ!LXV z!{5^uL%?We9)$F|9dOVI_pYA|io2}&z4xruLg$_!RsrqAt_B771KA+_1~#Ag-=J0) zxNt&Gs}h4G-^%GVNn+CD9@avKHTHvcs~nzy5o>EYxyn|FfJ?RrXZ>GQ6`W6?ny4D7 z{CnF0c6*CAD(8x{J9=W}@NgVyPK7wZiEXjH?>7ygd$%+qiqyKHNW7_143$BEWWz07NJu9~^FA34kUF2Zc7D zb7ylwGyENfghXHk9}-I{VXpm&0RiEX5V4ovyeIZFO*~TCcr`WR@T)lZ>sRq8HBG=j z%LUS?dZ*`y-9_1l6BLMm@~tx_Qd%XJ7Q27;(?ECEJMD_Sn3&=!7ds`zxF~AT>H-SU z>acd^8&yeI+N+sKhK~GL0)RH+(9lBD^m8rbKxO;y)}o4L9Vry2O0HAa3spH21JdI- z3f_k%)-so5RnhbUgt@};;7)MuG-c17x|nZP$0jvoWQJP(_Ow`gm^JPB?)>3Pfr-7% zVr`=})NNXQA9=pI)z&TNEoTgyeer`eC?@Ufr$Iss36S0F%>l99Pp7egtP2--LqFxh zeMfK)g)8lkBA3r0wIS^9gft})D;W$Fv%e2rG0+5wy{2=hkV165F0qgnb2WU8@z*EI z4L0MeWQW#AlGepi2BAFpj~NNq<3YOn8|+#B2*BCU3r+K$WQLre6XN7El^6=ET%Z%j z$km5@jSAGHmGGDIv^iNmF}Y86GJ+$5wAHHe=a|pJJ3B&w1ewA0pgvC5@Y(RU#?i; zFCUZzQMVptIMyz{&#N)`l|4*~kU2tCazA*oQd6lND|R*01W#Y$JsO+?|EYDTq>B#E9_fe`S@lHw@0mlki z@Lu6-1jtCBh?Qq|vDiS7n+>&f8_S01#DR#0r{)+`@DvyT^{XAL?{oLK+!(=8d zXckbHSH8&yN^-r)hO;|2PmICAh}y3Ne*gn7eN?=4#vPD+E+gw;|;1{;2lO@)^*tqBjoYY0|@-n$3eJUacTriUh-k$T>h% zi=oB+{)6IazL$(DoXi2qtSy&<*!w`trMmJ*ve=1(gN6(ovtC`r( z6NA2Z6 z8#C)0$a^@0<6j9l#<_4tEt0OPrY*Xu`lJ1C<;V z5L$l(63S;!A0Nw_3p3o^5eSM5VS@BrAT}`xvVU7IQoV9O$-)d52TTHcAe6%U^AS*B z^yc5%|9|oke&?*e`55m2*367in)qeDe;t_<%L;55T?c92i9E?ak{po6NDj;|u+9O= z0TbgHnbRQW#Jv9e@m?Ps4Pl95Y5)ki9BFz9;pBoC1Jq9+1cPT|i26zdG|BORCb>3v zNo?`-q2VW1PP1h)wh;(TEL@KI(18I3-pb$g6$EZD5sWS(0<E$k zc==DB;>~-EGrM0DuZvOJ#Hc%CB!q!f_0Mg1|HtV!_{c9}6lvIj$OnK$@O?^w00d^J zJJ4}i`x*RAoNmM9tDjLMXsi0WOjAj86-atefdddW@+ck97BDC20?moNIXhy^j#2mk zQ~UEU)>RWo-c$m6GXYdXY{89p1qu^CPm;}Plpu=$!T?|+{^uXzWOx7OhZ(Q{iM>dS zrpQ0k37E$WCe`oa!srA@UQhl9nj)(pa2-^oN1XwseV{4wb2jR)$|)F1?*Ss>&5)W7 zaHfC|%`H$;h>~7dp%>}~_X5zPRT;p&kY%cW4&J^H(3X%rxqy#adBL24psS*N1zf;Fpt<1;idUb3u+SvcCbH zvKfWgh|)0ajCdIw+Y-7VXuRB0&t*9vO)6*_?X;qz>8&e8)q}hCnreymnb?;xdD>P% ztO}4IIApbI4gqsxMand#3l34mfH7+hFbXZ!bnAO=c5Tojr?~a3Je%TSx%0bmETWK? zyBj)v%cX8M{J`f z^^qdgR~N}?Gn3pS30Ns<k6ZbBdOn4U?fM=gD{x9CzAHBI>F0)E$2qpo%^<2h=S?#jt zUt?)okP!JFMN8n$>QakjhTI16 zY~|DTidF9vvld4|4`b+>K? zlD1D*5^CqHdQ-~hN%)T0(V?GUUQ4f*n-26YQI&Pp0ce8z+IiX@OchkDhc6|2Gkb{^1hWenEOsO@wZ|1ihmiA0!Y-{b88y9m zG)&wwlJXqw*m-ohBC^bNt zBKLAc_nApWJT=ip&V(w|Vbz<+guXic{XveQI#llF9^z1jE>~EaB3R56v$Gu+go4Ff zz+zo&6JLq}WduWNnsCr_9aTeVMyrIu#X5KzAm{|qwuBv$wu7Z4wk(uy`sOv4t?sv+ zsq^C0o(5=ieX{qANd+nywU(fJo*Ihus&Dw_uv2gpUQ0bfm})xuDkPzg571PGbfc_b zQ#B5IBn5Jmv`{ouvE^e#V}Dr50X3Q7=tuiYSRok1j7+NA4%Z1xpIdoLZ8i?PnDr8L zSrDXwP90$-MADcr#WAE1bWNLTm06o0jb3{o)+3@6@7-sVC*w#;InLG8V&^s$ia+9Q z4ZPCS%9LMCt9MON=-|`gT)mXZ)_Y(0f|W=@k&4Rn9|x(_$F%6N{o0+2TIIH0X!-p* z$Ns&(QY-tWo!aM}dy(4B%_8vo@j`A-n~cWbfNoND%bwsbwqEo4onc(m=Ds(r)ljb7 z(qSWYH7mL^;v%2eD&^BGyO>AlG%~}iS0i=F?&?%O#>Kgew`eLB<&OKewvf$PcAEW;=m}J&RO%~A~Gu?d!-uvTx()RYsn4LsyjK@KwG*`zNMI8s5Q^HI_vpupV zz58&j_(++4N1?ws89tn6z#Dp8a(nQT<>sVb*5ZIh9fB<@sFnx*Vy8Q>Rseq0&18t8 zVgpf?t_UTrm{}V(o}kV02$_U83#RFm=fgM1>)1h$cidXtcG7MUpYE~AifUg~t6NM= z4193S_L1mujFkwJ-?5&TSBr8Y;wENjPFcy5rFf-HaA+)Q_7BO`?sfflaFHZ-j!u z8E`ZVLWj;T@KemK3LE+2o9?g?C(4wC@&;{&25|#bHSemlj*u70*I;xm{pI;lo0C

;p50tQ*D!JZ5Y$k8|QiqUug zW9T8+_3*s{#-UjGv*~_*2sy}^&a~6_ZXB*-m5|U|b$}j~l$EL1y3G;xbru{SZ7n$b zn2GA|9twRCU52MMSe?J5_J-_JyY1qU@>)wH^$e2)U2UDF z3cMZVb}z;Tr-T_KlX(&BtV;ryP4eGz*}8PBG0RZ&Az$%)o{2+8G+jTnS4Vq$PP_N+ zMmRU<28BlUok90cU)I_mljG=)6oesz)81)8QR_@5&qsT91+v0KrW|3|kw|mn=~@PO zsZ||~^OE(%XBpc!Q`cheEjG9&F=Zy*%Y!7xbDOnOx=tn>yahh1e2tct zmMLKjv2Fg_Mhwo!1?5xPx9!;U*bfd4dYc(VS?8KU^9zC=bFYPdB;w_+tkcZy<$+AR zb=tAqo-H>XTn%#aTW<^V(qw#eL&sZTwI08>ncL@@`Q)-u=#1|VARm@ZR{))k@KoDK}=87FVfLL@bxnk8Y{<#WbKsN!?`<@D@vCNvL;gX276Y}L z3(9kOQs6+ON`+Y?bZ7}h%GogPH<-AYrl%O=e%r~agTzpPw2pAIzl(Jdyn|O{LXz*j zFrZyEKbh|%OnB%-$J&2Rdesrc*zW{}D48&>kbkr!b{+(gt=%_?`~mFTFv{)toBxM@ zQoNnn*Husl5D?QFf~UF|6ytd%o+uCrQVhLM+7%6ulG~Fw2}a=BHNPh?Q~3#FbpENZ z_Ge4&gORH3GDl-1<^G{e6dYg*3>;>p7?~(cJ@R*I@%vNuK$5V^9Ek=yPz)sH{*oko zsR3EWev>{%vlQqMMgzD`CJpXH3}`*8%|NIn3xGq9)1#gUfyYj+k5>Tn63pl}WAguF z67)Y+v;SQ%hAV#q4Pn58yC>Bn`P1zAmk1A zKKs8H1NiU47{4d#{Jzg!;KmE2?qS5M|DhmlD*%vVs}oHyg0yc~h5iad;tl}DSWc!i z0vj9&AYLu?yW;Z;q}m52V}jfR)73^|%BakaDaEw)%REm8SsiFe&IBoda*V=@ZO|?C z9EcdloPd09BW)i2eX-;ee02j!p%75oymt!q+yWJNU_q`wiK@V;d14f#89}}92}a!c zC-_wj1}fq@FAjj~ZVoih{jZ+f?+2S@6kYOktO0KcOw=(B&>Co*|H6-f z@sK2zf2#m8UZz|E%SS)`ACMybH-+*4?J5!f8%johvHnUxw>&qQb`(Un4F6E9cmkLV zN4s^Cb3j)9ZT!Ou48`;|&^34ai67qvS6dBC-zWhnE@|S*{#9^dKB?0&k2d{Z z?85)YqmaK=3gtm47mZOY2Q}<}f#(pR!khzALTB|45+K5gl$pi73COKVW(sWJy2m~u zmXbcX->mbt?K42I+~IYrk|_qy?O=TOB?%Z01x?a{*C0uz@AY2+j7fW-SKjoq5>NgY zR@gsTiT}5A;eR5w{SQ6D?`+|hY4{J2@Gq$J{~Jaj{{a&I4t=??wItD*Ri}8~+8NA=NM3>KDq0^Zyf2L69*DmNQDn zLtfsN%qD0uy=fUSRzvHSl~+ZGG*KBBlR4)&z2z2QF3}6 z78L@@J579l%q*R9t=n76@I(PocuU~P*;dRz0%=Io7*&1OLA%M0YC##=Up;i)x#Qsq zkI7ROsZsZMWKoP=N++OLM(HR@mH=kWNE=^o0?YX7k}wN8XUa zk+c^t!9+CzoU)q34C{o_FXOV6p;WZ!u6sk{o{#*0*J6Ot90kRi_AWLTvtHcb(}A%# z#2>Xw^?48Hv|uIs@h+d8M4dkEyT$+3e8*ghF`!#gh}Q9MAleOcxHF*;+n^P%09nnRp&-e1=~X?$zAV+X^DKfdkjk-2 z4clOR#q$MIE)#H8i~WfeE}yQbg|{7@1~Napw$}*ES^Z@4ygOr~crlsjMZh4e!zgX- ztzrG}j0c$LZD+sO500mK8)MNA05p0Ab3-M6!b9wT!}2WiYc22AqSrBayYyrpadFgU z;?9a7`Yj?U?YsG^)O}*So1iFvub*eJ ztL?7;IC@cFzHv!L-#%_#L19^IKoJqBQ)LlgJ*v+fqsF6BDRm@PJVrQb@O_^MB!1{fGzMKJ7M_CuF z6A+jH^aja3u~RF}J(?5ON?MyuJ6eL?`qn6`N6`5e@0uow*Wq?+e6aBz(ncWgdnEUz zxClSgqA}~a`@iZ_tS2QK#A<8>y^`N2`L9QPzD3DRU{8h8VZx(v$H zsSfuO1PqW_s!c7NQEd()?AX7n}{nz@zz_qw!c)cM+v3moYSq=s{iW*!P-Ig;eX zHtXvyv%bG_iJF;7@_6BQr?=R98!S_DLk!EQDFNT)TabfRiD{nG+K@aFu|cPrNyXrI z{-U*df#trf+h#?avB|;hQPmPD$xsS*KuCyI?u91Zb8dS+RqKVCkI`~8o=IUSHbPw@ zz2{W;hKxt0DU_5!ukxy?P-cxHpl%i1Xr}7{bZmLrgbVbj_@9^V8|~|2MSY53=O4N_ zd;O0+W`g$M`~zSm>9(rJi1dxN}0_#yXf&Z zI}`M)5P27^?09FmOmq7;61|@Jzaiej$BI-lTTEb8pJljN2l-JZPF-#ALHRDg9uD_h z%np+S#Iva3F%%duhX}G4!ji{W_jj0O=5+&V*b@6Cs)x!>QHN)GJK=d~CD9P>T4$-4 zL&OmYndr(^`F^sqfAq!mxo78IxiEt|+<=Mo2Cx+ff-6u$aLqAvQCFD$LDxQn6+=q# z#gfZAe(#q#atWvOR#~ z?YpWoq^&uiIueu68Vxw^ZN#$t_W`gK0Z3uRCM*j~qBUCX`QNB@if$^<$zTK52q&4g$OC?I1z@Lh1HybNUF)I;kvTtt$n+K-w?2A4ucwm zB{OA@D0=LFoyE&?kUoo$N_Ua!cilh|*uCyW`6-Lq!HU1J@U?(vJ3?GZrn2AhRP4Ew z@c}~do-2(M6ki`@;|+WOhKg$#*JHLdbAg&rluXO+j$xA+D*~Is=rfmp?9NJp#>gW#}LHYZdGHK0E$3hKXGLx6IQ*(0q<)s zG4A`i?Xb`+s_SZwh7yXxKX*J|hjKAiHjkKzptq4rC2oLmL(bE6|9uf=i{_S{56f(Z zutpIMn{`PAdH3|B2qPe7&g%x&pPchQQ%a$$lOn22J0jKA%4*R5nNpKM_zSAAqWvOW z#cGAj50FGS*JlS%({g)(*ByNNTyi|gQ`(gnVqxHls~2T;PV(UrH+2MK%-174dkT3E&WgLs#x z{l`Y1%zJg(`&R)&nRl|fa!YSXV*iZbmYv#CE#lSTOze0%ji|v9?EG{a|HDba zR`s>agG&71x!Xn{oxympNxh^h4Ta@*|;1w7wCTX*lLyF@LHeftPmo2(^+=USV!OOPxp2a_>V{Ojzo3Eq1F zy8@zb-kFf|+R9GriaJ|6%I6P+pbCy=omXZ=P@>RqWx4<}vP${xURH4}IpMHcCw0Ugo+Vxs7s)?p#a= z4uYo_)*o9GjH%IiAU5Uf{HUTX#fV7B$Gk|cSuH<{x;cuf*RHYCERh&GUSJ-j_L{TH zfTpBiF?YapkNfhMVGU!)>&HkYav}4LANgjKOb6IgN7D3rPs{Zo`{hgI>xtNe!JxPD z{_drTN@(_~Izs1snD_pQlr+TeV0AGM6@|8N^&Z;redS#Y*yDh0d#v0j+_S~$Ejofk zeK6cC73H1A9lufIXyxccShz9n+S0JB2S~QB2Zx5*h@>cPYj`fBR}PQYvdk8I>xAjW z&k;si)$WRt?mt{jp!25U$-U>iN-v76BTomO=J0!fs2nwF(r%jO+cydMuJLj^105w*=wS_UbK zq@!!cWvI+Axjf0UH(-b$`Qo)!4KChBZ7b_^J}8DVB+KX4n+Zd{{EJGg)+f<$SmDXo-sB8{Ii)ryE@ww1qDH zmnt?s#Mh_JygH~?{etzg$BCv1D+7?>JsfN%J_#g+oAE{nAabgv*m+=NHDwN8=HlJ9=dCMECUBrHN9Y5M4vRu_|@7!Czq zTCI#jd!3owLJB;wQ|WFRG&<2K?P~OH%jjEzXir}N3$$+#))5PZyC(80Um}(F<9$x6 z`70Uxs`BMAUG5B@fWG%6PhYv6OjFw7d?sHz#^nQ+eFS#~G!o)EeDN4H>7>fC*V{56 zMNfECv9^ht|3+d4I!eN#_I2U;yX|~lsDMaI7d_A3v%MF8DDwZf>b4NGoMh@c!G?YQ z((89-(EsXoNor=VfN>N%w>~wik9kAMl*-{=Ua~!Rrw~)Dub)^Vb79kB&`I`?M{KTs zscK9yeb#CpARX4&jMR0fT}**Iw$3C8=ImKE?hjh3{) zxxVIs$;{uB@#X3P;cxj>M~qq7V{FjR@C)($GhYP4x}K|0{fRkF=+4&(h~vT40^Z64 z)`C2il}VH49f+d`bh$N8D?<(T3YbhbI^vSftKHiJV-8nWx|Z;Gd_fFwYpG{Pon4zb z20ylabC7(zI{HPea5~DLsBbQOSwGaRnw#qi#U5R;m21f1Y_b{m_H(aI^b!Sw__@0^ z41U8BceJX2F?O-HzXOIueuPR=oc3m|wt&W*TGa7PMbVw=-L+v2k-fmMyY3nz$sa#B z59@hH0Cu$eH2HdtL4|fuP-Pll-w6*rby%e{x7!O5#Z_%>jyxEUqE?+2iU%z8RZ3HX zDg=JyKGe=qcJlRc)3TmnmJz$>u$#kJR{tvBLPvbbLTJ^dymtqjrI$}RHr8c*dZG^y z_;~i8po-IrZy}}A3ZV9JwTkYcH&(3f73_fCx98tNW{gV(bJ8lG`VHhx(|VL`Mtk+b zoJEtsh|0s{$@D^RJ7$UjjSF(_Lp5Kam`=0vPax0ML=%YM`@3p!3Q_qIFOL|FGcEzo zM9FCUMfTNdrQNC07A3qZbS4I6K_mDP>k85T@+-0i+&@Z*a` z1y$@e1$eknUsC;2(7b%F24_j;vB9+$oP{D1 zl5^u{RT*PiEmWIu{@-GtsF1<|UYVLkE7jeLk!wRX;hoAxxoNH(!21^v+~^UVD}TT{ zq0Pg?Q|vT)Vf3?o$?l3OE$BChJUl#n6>!%r(K0cnAUhlmAMB$;y0rABO1Ufp(tNUy z-S)4l~hVOG9nAts4em)MRHD-8Uzl zsM9Dsi0A*iF1uyS!H|b%3oV~{!A6$vh|Ik_3m<#xO|4as;MU@!4?l7Y%}2$EUI7>p z{Vgq49!!tgx=ONie59TyUjukC9=NO*nLk5No{Wo-pLJL zYaGk{&8TZuyzOK1g2p<#Y!PZzR>sqih=xO!|dNe#V=;u6{C5iDy;hF%836$5HdkH!r)(vOMgSA6u>L-JcpQxVyP;6EIH~)2^8~v#hf-g$bxO#Zg7>-AEkKd|#Zcz3INICgb(E zZ%`2o`T^J+WBTN-`x-meTJu&|t($jLn5b!0Y*w#eqrwem%d$+zsry)2j3WlAuCFT0U!}i$ zLIQ<+j=sn$V6G04_yv<)Hdg?kwIdgvhsdRn!r|1#VKA9YW-z&FKgEK@L<^Sh0RIT# zdhZcemi!d?Imiqe5wrxwH@!3eHOjaru>VCT?CDc51lh^(MjYo7hYl0r5h^5+-E1Jd z)}hxTKxV0H`{3hzgY(XO1Rr&aMPgQcD1}RIB5{piuCVBU;*NGzibt<7d?KOP$$3+R zG2Ze;&G7^?*L#2Oz=3K{2YsM;9>t=RXl8bq)OyL4cxvXJl{_dK`&V{s$k5%iNql(!mf*5veDV}>UFmBL6nwfgr z+&^+AE~G$WKiO?Jf}r4so8`PW1O)0xYAO<+0?PE8eFRpQMsYo!=)Yv0)YYoXem97pzF#cR=eU!N zT+((|(ov!(Z)cR-c$*bDozCyIoRx}dR~C0KcY1d)?4tg-<;D2%)eghi^9A9y*yqnB zOn>_d(n)p#@vsWFarTP65AnsBE(Im&6g-9>A3^VRjsCD9{aoo%KEb(DUhL&M=Y6I( z)^XgiLy)lMvE-hWPVRu>xUuVIcC5w}Yg|RJhFoVdVxxb6g#S^zCL>xd5}lV}6IJYd zb@pC^y+%IYtlWfrkIP* zcp+BUqD5Ob<4L^4)7GF<-@N7Zi{*D{IT!#lQN{tG>0u6@(&^k=13%!BKqr&ouq3Cyxxa9^XH@kk z_!qPS;vo!+oC~GAQq56?^5c2b*mUzsI%3&14eCBkByRF-cO&x9_`2rNmS3@bazdDo zN%HoW5;UQp?klJxjT9RtN%Js53YIonb;L7TZV|CQUR&8q?D|+e%^TKh^K1ZTjXp_E zQdWODFp}?yL+acQhGeWPyH}q4l>)V4P)JQx>ou6rQ1fH?Ma??Lya|CFSNUYuy|15o zGuxw!uV_?81 z>(r)j8VIMvDhWwfy{1AHG0<6@=5~Y6 zcRVHRVgBURnyT*p?gJ)D+AC6$FpAy79phcw!eQZR@?7@ZWQm&jy0GI%lLehe78}&> z-@W{P7N;1@Hz*dHyNYuJ<{K1VyL=KXfN?|H!dHTcJoy@q;A56rU<~@>0)6^MGjwBM zeXOrhn)_gH%)SgE& z)J=rka6uV+ed;4oS*Ak*f%~dr)PcCQ-}T3 z)!$rNu2IL#9-(VGhkFANHahG)b`vbc-Ud11r9-%K7kesDV$5%!ML4ZC@FkR8Sl#yV z?$*D}QCmAP_vU;Ca@~YU&d|3G#hW))`QV5P#S61nU>4NR2uYrrtsXi$lPy7@|L}bh zh>!&9`6+yXPLkrUY0=;k#4bn%j$43LE3#@c7358_>*>3T$qqRmT7B0k(Y2pN&DSX; z+-`Jtwb@WADJV!dD2_f}lUdr1lNVJzM=yk=#S2expR2S>3aF{v8mmu}n)&_i;@ z^QPE^N)8A-I=B+nTB%_sfS-TY(&u6@5NtRYt;B1a0yIKFJ#2{KZ!Xh3!^G?y&jsGS`(OPf7da=6~{{YpmbcMGNkYawdvjmc_F zL`PkB^W#2~Hl_-LwpzanmQT>Wm-}rv2!)8bnVHB~)BMI}`!j#7CO1rBv^=kRQqHQq6HZ8V*SqC$E4BSt zz2Z(4m_84~_3*6sgEzgKs9P&3b;1O7)PmcNY*eNjj5%yiw`j38KnvO!UegTjU0`a+ zo@`zAWj%G+tbDQ)3Oj?iI)#P-LJr+}DwXSM1vp75qf`4eP`OMY@9C~Z9xYz9;9#Lw40;rkn$QW>>7b z>V2)O-0ap#9~%k_M3Vs8E-8p-zXQ2V>b^gPHxG zRKZj`rW*ltJwP|w!lzywr}(tDs(9j-yEL)cqu;kibzk}(dppN(H%9}9i2}$ZY=b}gk^%Nu6~+(6H2MARiX+(O(@>umA-BU6*%$~ zFy10!OUAgDe{NCgS0Hd#+kpT5KBsFX(%H_xcS(gfpzj{0)|AXsR~ z+20?&zVrz}sPxYrM7eKXOUI}W(rzxW&#gl?4-4|S7NQJd8zAYUm+IXlaa`&yZ*+T= zYDpy6(B(R|N;4-qS*SZYsBGduj>}0*cFOcB$O~g4x_-8&g`6yiW#;z?L&UG_wuw(hI8YYBz4Zg4>6?rpEX(ibIYnw)k4N{%6_b=N1uh zAKhIzB3U>@>f3eW87qty?MxcGoa6P|4jkjCcQ{w3YxcbH48aaLTQC%(&f2#uPKA9myYKp6W4O4}AkU9j_SkUq= zWIRdAX%p{?3HT_c{FBz46&TxDm5K}#CbnC0J2)1XM`coF7pg4+=FLB? z2e{d;)EO@ZEfrJ0kKqo8C5V#?{UHXj3a;P8382P|ncJG{$y22b1@I1S?C~*T6I&q& z?)m+PV^WUpj87`nv)$X*aUNSgxlc#N!&t;Xma1$-9HMNL%{F*d?v3{q`8RAsH}Egq zzWwp>{d7KNsXD(k^rk2*T)1F;$|im^DSn?1(y*c6w&Ya@6N;ZSGn;ZdJfj6~&FmW? zE|iUBT~3OnZQLnlI9@N19qUn!jh4ANb=_R^nA+lAA$xYnBMOH|dW0ZjHp6g_w%-_h#BCL#D%xL*uo5huVr+=rlDE6J7O8M-}M`w3k+1NA+XZZm{ zbLa~a%@UKa>au4cn)Wl6yG@E&N<*~xRUa=^p-9?)(0Y;vr4M=F5*^d-f*)mg8;>_bqs(|uI^t7G zZ=@(H<<7(1k@xY_l1+x8CgAFbo>iAY5fUo;O>*t3GhE%wRZEYDA| zjH{40b+3D0E>FR)M|_@=WEYuxL(dl-kPV=s5colUU!hBG%KVSkM&q{6^@cXoogqQ( zWeKf?N$1O7R*yfT`{40tW}B;an&_t8+PGNxeRZ#mMGh==+{>csw^Ux`V|@+F7gnsw zyV}DRD($c3w)?d(SChWsv19vnj&O168afY_9OIq(3v+G3Es-o*O;>1x9ZKkVIAw_4 z7p3bpY8mjdRyd=b7xP)H-pzN0AzEYg1`XBjun6B*5UwmI*nnOiLMTjstnjQF@J2pv z86*%OGS%gYa+n_^jvJwy_bR&Ybau#YoQY)^7QNwd>1^p7Ra1N{H?`z@P6rN4(}yghqfOnzB0>Mr}^NM9`r zE}FHiFCBOmD}5ea43UWj-|wu9XqYL=BptfWP%-CNzxm9SNi`|Q7_v-iFQCBs-mqWS zVvKx@X7&SPL*%QjX#W>2S8x?}cPx`Gk!cjzj_c8S$gwOuaVvd1OsQ~{fz*iDG>t*7 zV4YxPT5w#Nc**U>6GgWoid^=Hwn|xU=GeIf|yf_V{VeG9r^AVs5j4 zd>{%XqJdEKUwi!ZCD<)|!I0a63S#B_v_y-a#qU&K_{Ie;il_NZf=ZcZgw_FkOnX#A zjU~NwudiofZ&}D9a68gYh_u+ww3438pl2XDI*O^L>$4C2+pOLrD7MKS9ClEZR#}#X zet|pHDa2^Nc&R(+Jx+k_*aW>ZRD_)^#=|fF$*sUboVnZY(umB?>hZGBes?~DSzL{% zg@M!A*U)A651V|RMSx7ah8^kvk~@7a9iZxuYS4pc1Ky!~>h?en2T z$;^JiaFEILhn|AZYxye%0;N!b^{BB)%Y2=wr@DBmbx4c3w*;Fj8TE_}vnA){;F?YO zj+1BZzqGm5vw~)j3(^Td7OVO!N&`O;puhMzeW! zSF3Sd9gD8TrniFMl_3}5jqd!Uy`N-q-uM8?r8AZY1@o*rsh-G<7O{Uyw}cK9c*_j* z(^n&(MnTQK4!pLmyKtfPi`{#Dfj(F9n+(bu()}Bue4^L2QrjgZHMEw z0(N6~>!O-W$Iords@&A;;_V+MQwTGTuRf(z)|V46y=$G!(#b$xm8<9)Sm+OtlIshP zs$%tfiMxFJ{rLG?dZ>7paXPWXkvZ8ccX0pRce(REX`C#@6t;b}v@aR+O58)zy@)9y^_;-UoeX4Mz{VQ_nu!dqEYKoB!bKIITU{S2m zqKI*!Fq$B9dto1(rl2aP7yoG>h8%k$D?sRLAbp0kZkY94+c&4A8|Ey33Jic8)=S`+ z!koA5Ypr#!HT?}68Dxh(Bxj}l-O@B8mdQqt@LSl-FiS*k)Fx-WH2Zo|a}=H%;r<2RD|UdPb^qM;YF?gU-KV zz9`r(Ykc5->{oSujB(;Xn45S(XX&}em&1JP22y$lgM;g%8nyCmRtOmz@$|dpcV!-U zMy4^E$SSz|&YNA6wRJzvcWLLs5xRL<;qZCN%w4QA_&DGKU1olub7od*JU?^h`sp6B z3O#?Sbv3YXd5w=;@r&-~12(N9BYSBQgsXSr*tQXay?)BYTl>yWZ(g7>aG&N%n9151pvWNU-M2`u4ZvgAU`NFI` z`7#Yes5j&;Z4*}IH=@A88`RI#Hwba-W7q+dxGk%do-v%gD+4a(Ig{vn$aWU^3J;qcK?u|-cMTv(U!qKKYK zRLO&>*o&8+Rf^r&p4;VB62*DSAa?jwHW}@H-{;5n1CG8|n)oM2_o>%ctxw*>hS%?( zQ|`zwriAxpXQoYgwmrE_?o`w!Fjq$_?tT&W^kM|tw?TNri%GqFqrrwi31O4PXnpl- zOO+0lf@juQ_2}ey>uxAl^{Esa%l5`GFy$FMTqxwkQn<3r4oOruSoQOX0C1An& zUEUwph+H`!pO5VCdBf2#kvrb1ChHwluRf{nejDCMpXOk!cQmG`?)IpqH*aBbf<@aw z{Y3KxBEP!&NzMA(rx1vLRiQ#m)ZIlC1zlU=3C$gcSEiQ5`QoEXu-WuS>XM0DWO&HB z*l2f!bYDKO5dLHdOoyfZw}VnJ`?-k>iyyeZ@QV0Kd#RHUb+h>mE`L4MdYOsQhr`h% zvLx)HnRiLaidTd9a%Y7$-U-sGenLKDj@5`X8pkIb!(%zSJF~3mDR(V^i=W1&vr=QC zGObbBu=$fR3tJ2_&ii-5sfT{z&=ERhOFVM7@gakOVF;LcgtJ#|wd&Q(ho~w<8zA0x z*Ghh_8ITE(`!V`w1S(9w+s!lXY3S}mA z-BRIuZ#DJb==*dfPte7xR_K`YevsY%+-hQObwY?&6f-c(3_obO^VfTs5toK`7L6RV zEpdLU=Afje78tA&ldJa^)u zfnPuXrYZMLCZgH15NSiNEwK)T%+uAoae@>Q{x>pxOXKiY?1`yuWVetttIWdIEQE|l zoY=`7%GXZxZ=#Jbe1GJ&I!<6jHN^=;+)O~qC5=J&R7^Pm=Jbc8g;B+U9U&ns5Ys4D z2VYgP*g6N?OU6?!0(FRytTJ4@plBw@SMd&mWQ3v@htY0m;LuV1OSbP@D8*xv-UT62 zl&d;aI9!=9BS&A4P88nOkj`9rJDm49K(3VC?AL8TzjGv#dn6RU;Ii!(eF7&MNpEq> z5mj_~Ru{2-)zu}_sP{2Ody5Q{iOw*wIb!xgTxE6t!2wQbY3TrJx>jkmXKA}VkVl1& z1F~PTaIHHcj})JX9+@w|E306~?*r21d-W?fd`ZZkX9>3*me}e=26+qvgI2Uhzvh<- z#vyC5Kd1Uzz72oL_XD#FDzgJu(-k?49e=|f?*Mbe&36tgm(wbHQ@}iW`gHh#X7QUL zZ!>Btn&G$M^vIqg=x+j3Mh3kFsHQHV1`PHrC<)-5Cs}OSelDnQ0;q8H*9FwzgNb4q ze0Mr0^CudV<_lcDZri}|9mk6!=CVcl$9ksiB2jshujQ_E8m{M_SQLm$Db;o*?+R!i zi2Oto6HPTZ6*EX#y^d4_5R~o`WDExrpga8K)qb;I9_e8S@n`Dh)wTB8RxQOD?~3~u zqnt2<<%+&CiD2kgWlL;ip!}Faf{Ynab#F&_>s2v!=sISbM}Jy$si8fQ{G@mKB->d9 z6-fdUTPS#)lyTuTn8{BPu|1tXw&$z@cM3`KS3``EJe&zR@;33O=x^iT& z;7Oydz+{gmyiY?grr8;bBDk6#-ZMSM2KF0cYJ#X#*epoyTX+SqGBT8LR^ij?hMPI= z%mBh`ESFgoq5bk{{5G@UXk|@QW<QmPzJ-At8&U zWIQ~j*~k)gDQBrl(Et6vU^5Tl=SaBvo)$V4-eMZNwPvIHScX66t5`;V{_x7`-2FhO zsf7P-gsIrNS7Li9xQZFxQ6jz|-IN#>9VPMCuO(kYMqq}btxUAvGYdrvu;eZnDbbjK zKW0lylKaD_C=!|zLp|;4@V~`RJ5Wt5DT+2ydpQS%R1;(TdBpO{HlfJ^i}zAD7@7bE zRcEZdWbEWH!_QD4h~3x2pQ3@xUmvl}yFMjnBKi0H z%FZUYZ#!vo{jJ&eI-uEEpI~}VF^$#QpED%Vvt6{I`*}5S!Ul0~$eA zLHm2gy-28UNvKOp3sr{jo7niI1Ti(#;HcKt)=C2l_X!ajC=eM*%ewc&XpYawM-I1S zyk4Op<6~e8;lEIdv>U!q{u)O!}?V&tG%LY&JGRomJk zA1wn}r4VqLm7GjI%aAt~Il1k)@WfL={@T3?n$ndi-ch|0*>AZAQczJlvxL4trVHoH zy{L&eQN!mG_aSmJX3$nllzMt>(^JPE9$XaIg}@{f62mFTpPs(HOO9RRVQDQ!$-HgQ zibE5MW-G?6fF6S>=8XK3%QD8?(lXNfkXljQ^ASaAgmC)S$B26t;;A36ZS^a9AE2SI z37?`^eT_#$xdIHRytq1CDPpmmyn)NSO2Som9#njuQZ;HoIxU73t#1OQzO#suJEaA* zt^z9Ym4y1rD1QG;08s@-F|DlGRyk3z1>L=i{h;bV$ z#C!CER9r3kqCN8W0{2%%4PYZ08Y9;&z{Bt}>6O)cy21P}_rUw+hn2;e@5{QoOAcP06+Q@{fUdvTLQ5okM|%`*RZ zKsZ$u2r<*UIz6zRe^>=B$#jl^oOkM%Zef>t?fpBjLYQ{@OZUK}nFJtwFBq;?Xzqvc z&qj#1=6i_Z7{=uaRepR`%>q`4CI4=&ABgfH68$pTpcQQm1{IFqQT}UOebOb#cpPOU zgxs}9UyT?3To8ZcFYdWL*mwCS`vW3v!^zLQIk~UG=jZVu zvXIckeCiG<`EskQNMgKSO^O(2C4+6@hgUpi#<*-Ubo8AGfN;I`EVl#FuA20}8Ix2; ziDTTbKA$vLYHAQ?KB~G_wOOCs!Jhe0G?*xY3Vq8>T^~KJ(E8dnzEFsmh)QNB3fR)> ze3$IP7SNin1NNY8Il#b+>mO|HfH0bPLPVwa-j(N3Cyqv_hl^<(Jo{Yuq3|@m=}nXQ zxZ=G5TEZN3o4&9H!`Z38)FBg^h0A4oZ7Hw7!40Ita+Py=^)6Us1_2R)aeCkqN`|w` z`maPwjt{vdAIq=!;ZI)k%E@Zf?RTgy>1nkkE#d2v$xnFXgNc$5Xa4y=H7?g6cnytl z{!#~`5YIA5D1qZmr^@zW0>f6fe-LFK`)d)p^lv_|9;Cp*FB~U;s}iZd6?o)eq5*lR z$M6Tew&c>O7jr54uQd-8puWHj-q|3}U3dxF{ecjjBL+_ENxfHgGSk%v3!gC86;b;Y zuLsp?&xp@R6?cFAjJPwZsu`2aqu{(i?NEWy`B$t6q>=o_CHw7Rd8umRnYHUXQcgxc zCfYHMCWl&%vpQ<%@HK$P_~&&#cHp)AvcOjm>SoFrcVpd>)e-dvniLk5jjsE`OHtjb z`WBLof7d7BE&xuy)??=90D!$oGN?>>vE97zlVHlE6OVST<{fa16=)|E|v_1T*-H9_)d{e&3RmfYZEy>7NyX1*_3)%dWrGYuw^Hl0Fgh~BjmIX z2I7&}m`b~T8M+Lc42(EkiN^wom;N9i<}}RbpXG5ych=LKw6J~ZjfUAO&rWmPIMi%r zro+5kcN;wg?gJ2Sudi^Jt`dWF=YfgHj?)3jDC*5F*|}Qx9=;nbxgY>99_b2Fv!stW zlE(7Z^GIQFSx9fsFbPN75uI7otWCN`j389$u>DSB*tUMWuDtty2r((IyG_*;C@BvUUv9XdnKK!oYU~f=J8TH@ z%Yog7JtaW^uvwi|l%2B!_F`cVozo@+3@o`ZEwks|)xZukZsizLH$RA669#}(8Q~OyFupM4WQW0sa zSJv>D!npSi5aM|)wNdhr`g*9A7A2E}1*|z;hsW4lZWdMX>Azf785 zs^+*Jj(!fsAO@674{u?SVR{$}CVFtxe!?*u+!u3$ zLG#_wsND8`gwri-YzIq$i&F z*$cu7E=TOf>822#B4X}1=W7@Y(nJ_fW;{3)5gG0LZYVB`7w8Z2eJ zS+rCcnTBE@P|>nUUHa7oM&;JI_D_O2ZZRDHyx(aUCe-KK{cKk3X_0o!o`bT%yJcU7j$Q{+@joP^SgRN^J^1V#aecL{v-VmR6U%r0R z$5`Z&G>nxo_wmpJOU;JKfrBOmM9JST3VRc5#-R})zA4au1#VAy`4j6(K|5@$;B$-t zc`a}2HzVEH+pD4B=ty;!Kw@N0vc?&Rit|2SK_w8elGZS#-Mi#&yQ>ab7C@Q+%IUZg%2;86TpH2iW1f1R%To zV2T9!1AxyTUY4*TpI=4W=ONdJyX{0NS2G+A+B1_>aYl7*TCXidB;W!Q94JhFX@fn9 zV?%_W0Cjm{YVP$(A8Fc`3dwU5M5LQ*Be+N@S7RF9VZB)K5gSRlXi#0g&QHOvaUK!U z718nW{u3b$wjoT}OT~N1n;#@R3|bl%WEM|lLYmHEB8jH>UI9XZ3M^@$fmc?pOY!Gh zyToL)Jb>n!>NlOfgi8c2GGq}Wn5J#$uOYc#>f$NkLoCnNU=Xk8M(!ZtO#6Pk_U~ib z71MB1{m6gXSNT4Q?p9~GX4|}k&K*?pDS0p=525Sx{|RP zfzf3>+o>ZZV`gR54SsOM8Lm&kQ1;)&7{A8jj24QvBPmozfs>gXlP^fUQNWBYho~kg zAFak^=HXHF!D2>p~vD0oQqez;K zjrrO~&YI5yG55o$slRlDo;T32WVB2@hekfkowR1pya;3+dX9sfg!<+Ib!pi(TWmBv zAn=pHEFc~GygZ}Up~Tm?3^n=C<^dHH$at-N5D@AvOFsU08mM38ncQ0yrlRv8K#>e8=)w04 zLAW~rFCR1o_Q+K6TfgETrvKyknqP4+qPXcrLVeS^9*K$XZnBt$q)xs$8i19l{W!(H zWfdUPH!Id-X1@by#$RA&r#)=FLQKO5A>yMsT%bQL zEsP;ykHa6S5wFrLz}zg#@8*YH*$AqeRl~UYx!Ut?HccwSb{B6T?$FriaGEUn>WN88 zpoqUvl`tAUIkpc#Q#Xhb$Tx+6xe@(8F*jeuMgYZQgeZKczt@%R*47bw&e1#;9kdH_ z$|$K;^8Ge^0Os+jFenp%R9H-MW|BQHfA-l*nU+`3AcXj*u8cP)C-=A0K`d$2wa=l> z3=I;MiM;!akoWQ!ulUsdMlu7eV+H7^9mxylM>v_a&u+&zy*`WR1Ei3O{MWBvJFKai zdip87`ux|W>h_1f%}<;1yv~**BGRVjq!Gc`Rx&iy_c6?*c~-@~di$^UehEthf{b*@ zzKFJ2(d)<Y1|b z=+%j+|1k|$|I(lUE*3-lX5`N~piQb(kiy9Z$;uel7t~+A!Ts_)w{Fe{$0(j<+VUCl z#f>!OWSd4VOpLP780{g{j8{W%@fc{OSPmPY{&u>*579K=BL{(DVoT)?Fo`Sg8L|1cA!ncl&IdvTRads(xZ4_UN9m1}_gCTs3>2DT8_~EfJ!kT4J9y!nucOz2 zM%Aq4XEzM3p!qDBb0U_MF)GRGR!g^j!v$`Rw)`!vJQK zY#1T+tOTx7`?f9>_GNGpPhdv%9nfH}@;;lPG~@jWSKfic)s_Hq2e053FsUdHQ)BTT zIBDEKbrP6e$vVI?gG+Mvfu+hJfdA*!r$D!#?!2%-83QoGg3~cb*zuP(6mJIOwONQ$ zc3DHyVDCtsf7<5czrq;RAO9}H12f$SttxwQ9iV}KuM=fh z!QKRpQxN@}61(x2*zr?8KJXB!(+W$HM$7r-nd+FDz&NCYJ zfmH1uE7ewkzN`+|3d+<0{27kv+q>eZoo1_Paqz3D%qp#-j|KQLaw@f^m6d2RHm*TP zbnZG{kABH?*%CZB^JgV6)|JId*|cEJv?Q_|7GTci`WXt{S9(Os^9dwb)+M7(8DUn1 z18WmMUg=9so`>6>E`|45DP$RSeFvp8cpi-cvYl(7C}CA0Lk0?D4eA_kKSlw9q$>vZ zvb=@g#ybMdY%;8Zuj<}-LV6BD{l+pyj zkOX0}(glFv%jeDzJNrGPR#91yQ9@6vK6DHzZxrRw(n>!ha}RGV^&-K4hG>w0|z=oBC}%-Y=-$<#%tN%?G}4Myj9m2qhXyf zkd86Vf`T3*9r`0YI!I6UkAj`?^RyRp5=zJGDKDJQ1sG+&9g#;O$w2%__1lM#hnt)UBVb(~(9VUk3$h z4oY&#PA-Pu9~4vmH8lj1+|^2etYE4uu+6BG@`i0s!IbngN1dpIY@g}b#HADL?v#BI zCmfXKsw1PVb0p)b##nYyT7>hwcocE7UmNch8va zHxf~2f$dT+ajuMCF3!ef+?MX(5+3~()Fb-6<2~8+2WkE6MKVT0I zF+EP@LJOAR!pX)B#JA*kqK1d>2v8du@znDXHLCl97aHGHR|FPtFNGM?e=b5V1E+~K zh!+0uD)A7`65c5C^b(PgWO^F|J&K<@Y_K0oeN0|KL_i*Zm5M!t0?(@7EMmqLrr6_>ix zdE)A4m8$*e)-!8ZaJerb^M4V6iL(-SkM1EP3k5XH~1%S?QMTn~^|b;D%$-Ej}OKJUJD zV?TY1X#`zzj%zxPVr5zyGSr9(dO?Bgb4kANk|13&=}epq(%b-sRFP&i{GLwXZ@9UH z0K?}vDAJ*DiD3;J^SY_6o%CFXB+C5@4*T;~h|;7A9aiH3e8>peP<=XLM$N}rl&7lU zn`(WqY~fn|IQjgF)Otj1W-ip}FcLhBy|X$`LCTTNF6fr}Qd6 zC;Bkm5VC@RbJulhQ);UpPX-uZ%7+^GCVsc(+W0$<2LNsx21xms4|}VXD1el$l$%38 z|B++cv~U2tn{3o1F!9lRz5R}(*I#Q>K#eup6HTDS5iWGzwVGkz;Lw(=W{oXG!G+|9 zOL-#Cey2!5=Re#nsKCPmMS$WT2;vhGj7Gun9JdzQ9QvYAr0d5W-#>^NI{r|AKp>Ur zH`J(`1sQZHtgIYavX5o{Nc9fX=KrmT<<~ewz&N@a6qL1@umlg^n@=i^zmh*YA!y$l z)}_hG5#VLPwDY;=R}Aw1N1Z24n5M%qay42u{m!TrtV|SB_(+Hwes83k6yzO%16p6C zGhLDaS{8Tqv|t>#jp~mn*%@V5^2kLNf_1j1s99&}m7bN=Ntl%cYF*Xn>kd|<4komz z;guVa&CMbLtt@7hM0CAQGS^e#D) z-FKrOW56b}9k5!Ift-AacIy$>kR8=l=%-3P!ZNSj*kpl%)H<2yiJ{sh`814E!yVHVIdirdt&g*kx9!uv1rbaIF5oWB@IUEkBy%iTX<6DU- zxHcB&PAz7o&U-gBxoL;TxdaPqDgpynrIrM;o9kt_Yu#?9TRlsr-W7Nn?$d1w^(DA0 z%(`TG*|d6?P$+?6rsPgXfq@-_og_y~fMl4Mr6l?vW8j_7%QKrDBD?5gKD#-25`2r4 zzqmhnU@ffbVwctSe60#WeRSlMG_+*e+Ub6(FeFg=R82-UI$nj!4}X|)tFO;8VqEYh zO;)N1ZN_@c&P`I%aY3VPRou2H=vtzqmj~`8Z&CC=@fODYVU1Q7NZ>l9$%KrXQa0cY zlnyM*T7=Gm&xS6GsPC;iIb2O~``kGNg`smCpmsL!R6Ws}Q$xoWcN#A~<8>D)MBX$E z?vLA@0ckOje!5{zGBnGA{EI_q`=2<3vL(sMN(e&q%MS9~h*RZP zFJFdQL9KHF9}tW`-_K2DG28!UOVC6grNovO+|FFfN=~hxz^_=J1IR1g zNdXoI&UejAq}KzJh5trmFd(F`*2grAq{fncc@oUbiYDj-^brlM7u1^xg2^ zqZRVhnolX`ub=q-w7Y?;&$U-fbg|M(cK)S)jOqLHBa1eix|Lu!4HcC@`WXNISxxCi zcefG_8C{AjBx1hY(IBySU;UlYTy$p%mGs<$>sXWVagUGrA?+ljeQp|rNKh2Z!}9`T zWjh|E#lE6)4qgzwzDXPn;0C&2wa--G5AvRPBqsaQ7FQv4P+J)hvmQ-d58r`#oON@# zoQqbac?SRa7Y=YEm{rZ5#NJAz`_8v8W$SFU z1V&aePG#7vhV90b%Lh&Lfq3)mqIIVn$~t6Fe#!FHk3 zmpS}rU6}K_HwfkR?+eyT`a7(J@2zmhp_giM$VZQw^aNJp*OFA@c!8r-ZYb}mgy_4T zl1qYGI!Ssp(NC9&)0^)!(NF;0je`Ew6z$Db`P<6$^J3Eg1-1$;Gj_p6QhRf3xbj^Y$3#hk{igLDDP8**}EiCT|jQY zg=$DRmG76VXgElCi+3gfjL_BtEj5rRF(i`rB?ceSZkP94&1D3mglZPwy37ZB{I`6- zv@hWG+pm0f7#T+}y-3ydVVp&kW?SShVGFg9H^dbI4y5F&+fD?ts$tC#Q3Sv6M-CLt3bD6Q|0DW^UL(!Se0`q2Tb_{J^` zi(k?edtu*3sb}l)L4D*L_vC!HN%q- z{VUxWFtjf+&o?GuO4{0V4JWhGrXi${@^11y`vgI@v$HET=@kSpF02ve!k1$@fQlrK zUVTOkGFfxJ2C^0f%v$9dl^Y`rxA$(d8@4|OA4h+Gi}Sqo>(`okI~6j|DHOr8H$kh+ z6NtHQbUm@GIXOv9^yXvrs?jWZ3>h>T;W05xEk1X`ezy3=>rG$3=Qt&t!>qF#mW?MY z6%yG3zkBvj%iJUIc zCS$Uq*o#uB6Nk6Ys_YV86Wg^3|)b!Mx!PE-Kbat4RvGJv(EaTSSkAGf7>_zqGYg6~Ymi zB)uZk&9!`t#P#)#!n_wKiJAigY0+$uNlE>1)Ue|0HJA!@Bday!586jE^(rjvW|I$8if8H8nK|$|%S4 zWpTY|hBo3+OF=8_&2SI@ggSS-qE)zqaADIrBLlmeoyf~B?Gf@qY|=4>n{b(^TPLkXdJ*H}Y>g*}&@FckJN}!X z-{tqOH`(oIMxYKCx{QpBMpK{8FKwpuq+o+lXLRpex6_8CllZ%?C;IV;4(p?LEKyZO zKM{HAjc+|rtTL!LBOfT4y|nCoeM;IUz3wZ}qYWn8Zo?8SF3VN=94@yoy-M?U*=&yq z372eI_SB^}CK|M=6zS0Sm_G6z$;3aNkaQ-YdG)N%ynF2Sv+)LtXuHu2y(kD?TZLr{ zD3ql9{{1_7QT=hI_29RsWuO?TzOSsDN(pJNWmXhRz|?IYgBz#v%OU&Dmx$hYzw*zm z1oz$hKY3oCMVlF)Ns#nDqCQ+v^@P^#x2LSTwAZ6L&c3IN6SVL@qROZ}J1?l3cLhq6Cvknvlqt1`V7WfbklL&Fi9z&Mi{S@rzSpJTTkzt#urpajb;sM>Zm~72 z?PSK_`mHcDGZ(R%#l3Ov2`)>4IJz31(QPj>9i})!!h(v)mpZgXg?E*k#wYDpumYv2 zceG=+E(Q8AfQdmur+%{w3mqX=4Ue+tbHujU+>Xq4sJAl8dP9}v1V7mE-Q&g*+~poE z)-NNr{(@37E@^(0c@hLyP;m|73^$&vo$j+&*ExQn1TDPiOqm?BjI(k%r<{7`c~O5_ zyUO0UXm#dVmtCUnstji%ZFE{@0|oViQx)o{To0=BSdO2Utd2EE*l$e0$GTqQ=@&H! z%1=1%SSSi*%5e1ve3k(vMT##-xH0*SbhfsCOdGMkdHKP0A)cv=?W}P>yVvaC!KA~$ z+Go?F+r#c~9k6(GU-XJFB1!qFn;x?wD?EBVSj8GsV(_feY}qF$pC*)9%Tz7X83y+AHE#$N0KBo=f zUCN$~i?=*IuSjF%vE<9iGXi-yHZhv{0gFe=o!FNrZmN%>QwY(EkL6^K3a!o3i6Tm8 z22?3!pgd)7mfGfNB}jN6H*PHsTiZ@hO<{OC;4??YobQ-s)%t8>y267lwtBM+zqX~c zV_DVe-q^)rWv!L+E;u%J)U0T zoooYW42w2Hh|pFbH4RONmD`@}j^hR+PNrp%ih6iXujxCloAK%g4$Kh;XiuP1*9|mc zOwP~Jc#=zww-A$W+MrGMI5W32%j7v)%>{l;GOo=pIo_ef8Cu7F-In0hO0b=Bv4MGH zQRS+4e7{P}KG9VZx@QE1y)t?FDG%8+wB48N$k$qR_!iY8S7(K8*X^7IqpfhGc^2B3 z2M4_liDR@Cjj+KvcH>>i9T3+f5vjYLHDBD*YeXrpZI*$)YW4OYKp9}6Z-ks3 zFY;Y@$D_e(Y-8e{tLcf!C0ZvY@|jc?X#j!bMY6L?uig8?o%1EO*5b*y*vQ6ugPuxY zHrvi}Tg>xJVZVoa!kC=V8ANsA@I9|ELlQcS!@@)Lg`@h9gU0b zA~*eW4?=pJ%pQSd3AuYFErCq!0}Fh6h7ekmaoWvgvz;yq&DM|yRO-6cev``==U7;= zSTSh(Ct<-01Q8mC zRxKkeV6^fzMmLNt<$z{~pwR+e*?E3O6CRNOZo}P;!3$0qT6z`Mbl#oP1=k$7mbV;Z z;)Lwmq9WDovXy(wB<;49!6wWuuPZEq?psET z&a4B8G3AuK=YvM~!{Ii-5-mgYmZJ@#o}lfE#=(=an{<(jdSRW_ERJp?e#P2>O#Xw) z?^UOlXF}8otEe`@p3US&xuL?0roFA%O;r}Mo*qkk!w!Ec&4@f?i&t;W_6&y$8YvZ# zeyFe{P?#xMN7PN4KT8oja!c_z=yTVNaKNv(x)Wl3V!<7^0$v3n6JeGAne2dS2csqo zC@?1P&sBSg3TV3z#+e0KM86`|F<4XR}qh(pA$y(>t&ll$(oDL}om>%lRgiCUs9Ve$qW6h{PqXkC+HVJ0J#=y0z zkJ)^M`W;REk2B;2wiLg9$}4Kr*B#7APP5sO<(4ect)cxa+d6f;EcT(1UMBJ35L>4n zncILXQThfx>z=-Jl8W3Dw_K;axTc_iYCN`!13Oz+0?r=H%cV!7!Qry+qIX*S*_0rE z$~&_gX9KSPaS8M0qIk~#iT;$SS&%#YtNY=MSLQUpU31kl!BHaM{sSgPrf&H5q|3$i zoz8RX{;YP?h2B?#mI-KZtH79}MC-Xy=eHwKtt~pIP?4cp3O4N5B_2}vy$Ma9sySCl zI9OG>vYGZ^LdR9I-q53N=`N(bgVj;9bMj-^nFfEH%gGmm5G4DiOg0nQAQsak*Nr|b z<5XAZB{I{wkJ^Z&b#lNIn&5s2ZDLW7uT++=R;GLB;_i?&+39y?*)D^kLz{}*a&kcS zkSqsbea(f_r?V&!PCn>GLmNoOr0%-&qRftaa@%%i$zl1rQY!q}x$8wsS~AAG%hZ<( z!kJK*ai9d(jQ1;>i5im=RcF|`>yDq3clz~oJ0gcpew^OFFB*u zxpQVYQzxqo`>sS*9gDr0CS2_IP!B%1)^YD%)Vzh(@}tRL%Lgj-9Y~i0f@(ALzW#Ve zkZ5+gX&YGM$A*(Rk&U!JNPmABy=cL8NrvYry+{7;hNTd*#HSqOxqJ7v2b6o`)R*&k zbLj+g^Qg`QoJL~Mb}GI)+){0RnRjXR)kr85nN3=Jy62VU2YgBQ-cU?te6q-!dLWT+H7RJ5XKnQm54jej z{7g8Vl=TCv-+=(4B=7S!Z00?zMe?OAJFa#kU5P!X#<>ugyVk&y7i|x!DiSZ|Y~Rpi zAxH_(xPUj3CD47?=KAuTvvb%n`MuTD0#dqkC(^sc95|WPt`N38ngtN|aG=6=20S{J z@nZ{GtD~2HK3c};(zZO;U3q4`SxwyrFs zo4eKGb_N&nb4K1C$Z5NeCBn=7J+n*V6DRU=POdyrl?bc$eu?J7$6(&4jfVUvGGE`5 zL~OXuWL%;wzTmqFoy<&3F)3%$>hm%Fl`-vAh&AQbK_)Un^&(>KGmRMnyvER~ik}q@ zC{kFY;jmV`cS`+A*LBZVT)vsAsb!9D1+=Jp3+!wVba(m=T7)g{w+Hu&d>p?F0&FYC zo}I;K>TIGf? zKBY`aPF_dHB=Yo-Cl41J0Vpw}CP#B%?QEHN#%fz&?U1Q8=I~W(j1%WkW9(sTor?VE z$r<=sMb9*J-Z5_2Z9%GOfzf@A0}F``Bl`o3+sVmEdTnj1t47#y*dv9&!{rTW@4c1b z;rnF!b;h?21u=7bEr$uM6%7OFI=wv-P<36GR5dr(pYH5LI){E6Df!rJ8C-ZNF#2Td zC5Z0_KijxN9pGcxBGgtFOVD|maMMjmJJetHbW?zYlZHloy>`dG>3ZtZP@ql4aaqaKCf&(KmGzaCa_i@V4QX!eJj?Bn){%R9 zTcK#OBEpnJ%uO@O{(R2slX@>&L!{my4$sWGz2mgn4m3C8^O_h;KfUJ6u?-_~)Ps6D z{ZQ|T$Y~?B=ve@#A?Y_m+y!Zv1OZ`*yjm*VM5OX!_<*qJj~H4j;cW9lfHrS9pSv)! zi=!~M{sRI}LtA|s6`2)VVP*mW>us2SbP6?)nGQCf_8mj{Wv`zKC=r*QPt$bHL1w@i z=|jh( zA<@>j4hxdvTB~(_zKAzZ@b*EYOT{e`_L1=>{|LQ_BW+vkGwW71`ek(OMy7iI0EY)v zq!+RSpCU+_#16wvN!sERnpASL)GfIiJvM13`&cs{-oya)2+G|WHQUNgyJYh5EJ~19 zQHjP+KQSSH*1^eaOm#nAA}Z@x=!rv&?GEdvuvyg~MLS7%IutfO1s~f&)aGY`?|dBr z7vJHC*4G{;o)&#V>+bikVs&)koC=cwW*Gb~y;ZDqMU7BT;4r`giY#=rgiun2vIt!) zg@{2%$-3?WxLU|sw=nGf(CxeV!#0KEzEKktW#Sd`sVAP|WXz8mH=6EmD=;tbKi~T< zz)9jhJ}?AduoD2WrS13!5}kJg1V?m%VzIS-;!sa^8?mt6rG9NLqL|@4>1oxsGC>5N zXUe>G3|S5^n6-`h`KSF%x^CPe9?|o;P4Yq~Xi(ICb)3O0Q14tNKN~JNutsf>mBi-| zC$FZe$8KX=+MOj4{op!Ip2a{vt#1yUknTyr5K7#b8cqGW%ap#Nyt<-SL9RB_pawG# z2adL6g(}$DqAxefnSOx<%rVGA8>Ly+J7-@2KqjNL+S~K0vCH@nJ5IV^HyY65%)2aC znQj24T;8l~Fof6rbVoGJ?Y-ioN5)-}OX}Z;`HS+Qb-Du&uPxgbZ|ELaFwigd*Fsap zVtI=Yu!DxQ8~3puqX?T()C+(5fV|uhy8QE*>Gqk%sH*D586s)^AO%DZ6$Q?HhwgfD zW`$WGY)E+!hy6Oi!}(>hv!m`q>qlnu5Sw{Ij&9oA4Z&qK1J0Z*cwW|c9%T5^G?twp zjzVh1bfNb$TUnKgV9IL7nL3U?6XmKbkD_-7K&YO5-*K;k8|1p4*JbA1lu9(YmCI|F zd!a2_35b~xLiOxyc!g^OZ_Xtkb7Y@IZ6yddoLn7hTF!xjuSj9-EEf&MwFaD@Va{%M zHqtIzBY&Y@WJyDbAxN>%aKZO;M6~_zW%8$S7Rz0cjI{ZnM_u6 z(0xIf0p;MbGMC({0%fo=TA#TKGn~7tqoh1LERY-P^xhU!NqOf4TnFK24pOW8PTfgY z*4u*(b#iWmV^Z8*Onb6?UyvMjJMYvBAnJV*o3r-t9w=zYCH_T#z2$jJ+!*|AI+tzN zG<1D@oOtGXzk)Pb-16qUvH*$<(%w&C-Y=6}w)qe3%>0OMK84XQTPnfLM@zfkC!p*I zo;(lNWTeOxG#?~1Aj`>n*70AZ;S{41?39D}^<8wagBh}DyFo|}uWf^5I`W9`s* zfBEb4Fb}y)dy7x<`0l@C!O5r0LGfA7I+>~OKU3u3Wl(?I4`;ii~iZ7yc>+kh1AjjiT1`h4;)VXJq{M(P>pjGC#>G%JIXGSss#jLjW7Ycm; z_G19Z%xj`R9{nSW1d{AMmzCqI=O66aACn%r)0D=X};&^+{P#3KRV?ItT>9l#v#H2?8Mk zhln6lWZ=u2jL8oKLeIAp6H}HE6QfjiursrKV+sOEe~OAhQC8g`>}>KFAz^s}dHDiU z!X1N>_C2A#@V-TJbHn}Oj| zVaq2mW-@d&WUt~0EO8b+@DsT^+VB(Ee^{_<3s5JdykGw; zh*O1!A#VJh7PUSr#~c+$$iI~1rQdQF{$=6&J=mAq>^RDa<%2KF0#4B~Z62REX)V7c z-W|QYwv$teP}qC*{yCraCQ+dH!{xYHxjxj-<G9LxSnt9RDJI5ml zlz=X#DlU9R5*ZE`yPdw)ERHbu9%Ch#SxV-ZY+?zbq z8ytN`hvV)xFe=`)MXQ~B*g#|1a_IglzC<7;j*QMQ;lsDjT-JUo1MDBxCKsUYVGhU^KUTCb^T%4b$&E z5pRM<=;mO+t^3c=7ndpj7*Z@E-mPPRmm@+e6k@AY2B>V`Y>n z5ei}iMw56jN9!}mGA7cCH01{b*tDX? z(#S>daZw3n4mD&lxK*lQ>d2tmI{GNmY`|selXcAFN0KeCW09>}Bui;~eSg}6NU_-7 zM=a3VvnFEO`N}P#pQFxzQUXd^X6@Oo@yI2>1ZWac8|l3&%mgS8-v>(2rf24==e|%w z%ZI23SV=mi+Ge<`wB;&UFvka)rS=W6S_s1s3T*rYBd#1%49cpS!R^~NH{07~b&zag8yNY}| zaHsXuMC$GHL}>qmwLpy41AFZn$PDWY?hM}y%M56jI{E!X%k+ZhewizW5VoPOaIkPt z(+7(7Fx*H~e?;>aIHDq5Pu|dxQgP$k;vl1%h?`PHtjj*2&&HX+ll$b<9@H+?UQL51 z6Sgdl{^XOiwRBddNoG%`&@la1^q-NvPddX*mlc+uIxt-bU9fz3!IAE&Y|N+~sSx?N z8>t(=TM8-P_X9*zG__PGO)pJ!F}jsW!Z$sQO80HJak25ICA1Ebz&2S#T58%*JSEGh zm$k!|S@p6R-D;-RE0im+m5}a$s1gQY&6YgkJl6tLwL^8Rd_Cojob=pFHLNHleJMfl z25GX?SC;aRW1?R$rITej4NI!2tL>;!tHy({Gj^!Gh;dV>b&KnC4p(hT<*|1pK8bt(^XFExUgWx@4MgS zf|-K%VvQ8E=Bysx~^ zy6=j4ozRESjWC3;gc+0Bgr!=?S<9>ZYqe}S^!3T0PRG>DJElb`$hDRGMs))SncS^cR^6|D5TNR!d<>VUHp) zy;9DYB8y^5B3WX2Vi^D3it+B3O^3;q3%ymn#ThZjEBzBaw_+4Mk6B{d1KX=v_gSY| zx7~-kN`l9Nh~!b^esA!d(XUXiqH>~gMvo%bP(r!PX>-OfR#vvu*T*)BmdFLs6;OOpBFwKel|}VPh)z)-s0}Ni0sHL1 zJn1ca>+=_cLxg$6kBGGKFP?NWJi8}=zIP?+@Y15tayLI|BbzB7IBKHqiHbqoZ% z#kuA4pt=?_sXR=9S@B)+a(o4gCBsj_S{gU4cHF2>2071-fq+Avk$E`kBeTH2$Z7hM3v^-RNii0 zk0DsUn@}sEEmqLK(oI%3csp0`q_P!%RCzeDe0H~RC1&IE!lzvfhv9BWv;;%iC5PbW3&Hb=|A#?21@5So>La z=XvaO+nm3jw(jgXGta%vYA=30uehZ6vwv>5c{p1ixxQ-q@@2H%xc;uTL6ffIng1-s zDeCFW)K*!wZOV9Kx@XE+(CIw?f=6mvYi{~7<*CtWi+KPQw$pX*Wo`D$jIX(e)=@S2 z)zFH%hVNzBtEH=peU@ITJ)=2%WDx4X*L-0BIdU|$lM2x-A?qqADgQ$#9)}TXu=RrP{fcJK$#`*R;?W>GkYl>Y8O? zI^*E@;4PX`cLFJr^2fGMpFrR8AaFbc(8IVVA2G65H)Q;>8^LsF*YwHpwe)>pIFv>{ zSRzpa6#B%r0(nSssa=|27i^@fTdOqC7~y#N{#7_z^o;>N%zN6GZGnR4S)2F7nJ{&% zawWoD@Et_t6>5i6DccLcc?~qxk}*?I06hhcQ9+2{#~>u&2n>9Lz$E`TmIO0^5Pmxk z0f7Q6fAfCt?@}Ifmo)o8`IDAvS}-jId8mn<4eP7dcE+Zx zt~U1f<$wfSp}?VyDeM)ctIZo*N2seH)o*t|f#dtrY*duL-2$@~q|#DQrWCVtFs0;S zWoKol5<;h>q!e&?Z3cZQF8N=N1HS~REMPEuC>xuLiwmm@7pt9vIU5HbA0Hb#CmSax z3vdUEqnj=4l`D&_BlYiv{85g$siTR5r9I5j&X)4N+*ihSPB1|#s{4xm@%p`;rmmKM z)@1AWU)=&a$aa5)jf0h)?H^?Wj|$wMg(_RRn!eE%x3mFd2Gk+M!OqDo@Y@4_x%6k1 z|Lsw&|MR2&?b1I#s_tm&AZBL+R0cjxz2v9t@o`W5+hus(e*Iy~v;Xzy^Uz;0uU(G5f&;#NGUNmuY5^<=P>GS6f102X!fRLZzRW~zFsluGO0Bm zH0>j?Lm3t`HA4i{n;CyIvLIAfMUgYa<_)ge)gOD1`l6^V1+-uMq6#wc4^p?jY3&r^DP-x*-@+RQ1E%zLF=Ute3Cc>Eyw!prj_pCaVWobnY`j2pM z(_PyLY*n7TFaB8)dCgt%oTDrFpC{M-JXnB&_3=T%*F*SfhVvqZ7l(e_mP_ZN2Jb2? zNg8hYQMlcP5ibv^u`SkCbijA6w-3=VFtg~rF2&GMQP(w~}$TSFt=V zQq4!33*$!Ceb{CMa}_;2_&v|A!c@%7bE3IF|3D!4E3^P-&QRB*K^B&l53x6e$93+; zh41i9!+J@Ve-zJNt#`y2OoZOazniAO#T6C4>nN$L1Q*vkH^kmGy-_A}TQE1?6tUFi zn{~VDtFT|x3z%4-{2N$-!yWIt@ETwE@*skS2oi~Lq3^O&CtB3VtZ{hRmyvT@ zSB>YtQf_7G6_e9edWtg>Y`E9=-7kb|gjZNq$%=U(UN)Re5@yLF*>9-FUX zp?62q!YT%Hd^%0G&-5$3qS~w-90rE%ywA)7)=0^&W4y1DGujBqAB%r_yV$T6uQQdG zUYB=v(@a!D{_fHW;tnTIMVX%!W+R+9?GRjlc1wP6HmON4h;R%NJm0Ky-P7FwD)xwxg=_0t>Q4Ijt-Prjfoj@e8^-sxJcc3#mDA?RHGq} zalYbxE2(?E*K~K3v%I&b6efI-qNbuEb2j5i(wD$rZ-6^)Ll2X>5*IL3UsSkT% z219uDijurGR(LJeiW{c(z4dTH;idllh5 znBTWa7lrL0gM54E&HSFIB5RlS?;p+qb@ZLB|AcyY#|0wCd{WBcqJ?mF`|% zUQ-*bt;UzLs!FORCe*WToxp@|nMt-HzmtSCo4|4{s33Z_>~t@XH5H@*X}=m=_&N>r zxH>$|7Y%3=-Gj$^&Iur*q^)=m15-(=;q}tQRF&7S&XBY?t{gOWFXP=i6{sg&Ol#|l z4U#agxZ#nPS70UvhGC6;J6p@N^BOH1sEEENLelfMI@3=?LJ3`utqmQX7p0~=A)2EE zFFkd5*QtCS9uRE~w6IPwVuE5?_OeWd_`nv;<~&%wVR?`L4jpIs=Pd?ig^ zzvffqkB+{syXx1iOuN2Oe0RILU5jyCZJwMnHB~n^;y}|JyrH_jTW>p(je4BCzl4Mb zGH4c4AHi90@Z-Q_e{LlU$d|DVIcJszlvI!QASU4p2xi+|+G5FzWjxp0}mx7?gf*~kcFY8sNdoY|hn>T*Sj2ePFWL;5RL zW8f%%0WI_*p@I5`eC+<}iRA-MT52Hk_TTwi)PU2+j*hGc{%7A3s74*}Ge}v2&{?!u z1foayhyw>4Uj+uQ&mfCR5}`o@P`5=u&}y;BAt_d<6a=J$2*$tzI$uVq1N(#vUQbkE zUkKy`guq$B-un>*>t`Ugmv{t-SqdVe{qYqsVlZ{{3bF|)xZ({8a2Hv6u+WROK{y#O zE1W-aUUo^W0gh@ArIG0U*b#~cv2sv>lDL4Tsz`#Mn*N0Tk8t7rkB|_G8K?mTmIg6k za6IsXzeTK>F$$)JNALX6xOLLUr3gT)u~Z}}YS&58Ko+=&%+mMM!q;MmRuWJ}$rd}y-Ja9HZv|LpC$-Xk4iGjTx42p-g=2LozO4NhflXMgZFe#1Lpn40Mc z_Ywcb)<@!sKtzC|kpE_wgn(gMz{hZf{7sqN_e1}H<#)j_a~l8uRodTi@26!bNT=!# zRY-HRXvP8tpI`iu=W@Cu4JcItr<4-R%1exqE)hfg58VPKF^OTc1q134>$*kAOo@fsW(OanS^ha~@v8w%$HW*P%f)L-W(Wpe-!_q;O(EB%evEb<5_GcxVN z?`kL^`M*K8{}a+~etwSw-*H8H{xR`jSeTPO0H_8qWQ6I#LJ>g~s1QP$dr%RrSjYQw zCZ{@@TD*$=6O!)lg@46qWB(hEbpHt)5tO3UjQ>}d#Zi_70f=A$K-XW#=^RG{0#{;Q zK>M3A8K{AP7eK)W5I`_ryFUJ#k>r1kw27teQTI8-;^!X|?|pw7m>&n;zk_3X93Ipk z4uTVkHv8T~IP*tBed9lI6IKj>7}q}x0Q~-5WkTbB9S{G8WS{^h=>8`pfxk0_ruU{0 zusNdlY6zIZe=m~!M|Ar?BJE$OfQ=)T0-ws230DnV;s`dHaU?L5r z%l(O)@ct+O#Qrq5_V@R8zj*Mkz;sP}@QqW(7{ z$^RN@8HLrhiO4TxbCD|3_EuU&X_}j?@3l2?Eqm`*r)j8A<*Vy8R!K_J6{0 z{#WtvUv+}+1rrqfZ$^^;HPZf%gem_j9{$x?{hv8OfEt>HA5SEo0O`g)j31JXbm}UMMQvOrGoznuz!phK4vE@I1wiTC^L`U@od-(L1BA z&kHN44a@M~RJ2m2fGt1Coj#xK6owuEYou}~N>MRpcQc7j%*%ku> z>v+UwF2Wy_kI^fLzP`Si`mBhPQ^@Gxfu zVxe?ueqC~Rw{<(pg8Kou=97-jRIWbF+-o#+^vu#yoIpGZhhM)k7@qMZ8=FuSegu0$ zz&NF7KAZ8#PnnBTmzJKs-7Clr?1qMUkdu;1%X}(}{6Z>anfEp_E}Z!b;(6gBhq4+V zJR>=v+f`|0(I!s7TIEjiO&#p1@vv*4VVN3{uEw)gz~mGhu8fvkw>ot9F{K|7$>tU} z{$QCf7Ka#(cBwt)hbD0jzEE=yTiV-aMSwRNfyjwf6#+H&bb7zlUe^oX8(JP&< zk}+K2@mlS5YI}&Jh1L7O-Z((KWhne7=*P4!84+W0|oLro?R;3RWCSFSGyo-DFH%*tC{87n2$*4`KmRLbfc!7wVF_p*-jiU>_QdtD5}`6+DbuW&FZ2R ziVblduf6uaE0ux79v zlOT=q<&^HIhR*6Mo6fQ8jwQiI*z6 zwY>PUK|oB*-md;VdFe20R14i=b`x3mB>G9sQG&gU6COdTY5hUX5MPU|btO8u}Q$xeE zg3?@Hp(*#zR@Nk*Q?Pe>1V!3>0WVdT-c1!3gov&ce`$3xqch@7+WYA(OR_>EBov!Y z^HD;bs5hao2;T@jAP#EDo5Y2QF!NIWciw>1qCR0Sw;*R}&ETc)lZ~kpg7^=$uAvJK zwJpyNF*|3d?dhuFb655$9#OEy%en%h!S!wKq#}1aEa+MC6Xtz-BcdcjW`+zUAwk&{ zgTiII*WC1>1L?Fu*)LsPKZe`JR@v0A&s2bYf7RVD>Ck{+X!OC)sRs@86=>PMt!`In zcH)m0W$$zRH2AroS6iPEU6+87TTmIiY`yuWak;o@GMa(%%e5bV7aModwHOz&lV1;} z*=LjI3xqx+d>6;JQkUDwiyCcMtc~uo0*`skO26w!-b8-uI z8JsE!>eTw!*k3Lq&_#In${%8&PHX~!f6XXZZ~1dGUs=(-?%uY8Yk#gEuVGUxrxXpz z*mbIN+L5TVJwV?S7CP2CZDbdvs5G9R&dZwi7aqV?S{XGqzZ^DdX|HuJrh$QFl6%3( zQ$IR_<`;oejW`WA^{Zbh>lM1SJlOwMko6H-AcTv3D}m5ob2>gC{25|Q6qv$Stlq5t z22E{(dvHGG?qilW_Iy(^RT%|O&tx+r4m&>hV(_jd8)0;E)R?YX|J3O?ms_WL6CE83 z3s#H8`WrGE0z6$aQKZeBNCi?BGw8(>nhPo;4VJ-6=(aqeMv>*&Ht_cIX zB}=&Q>XS{#D2TeG;ez8Kfd=v5;l4uX<2cy~!*cs`jJHVlbl>wQ&6e&F_(V>8iHQVq znk7k692~fHlYY4O*gEJ3pufBF`;aGSqZCltXZ&Xm+(PQn@PU(P|`7v`6@h0h4TXqSKUh&14YAWW$8B@IZZKd8m20k-o*K;bi ztHHH%;?O>dIl-LX{@!Bb6ddXYLe&ZaY8(%w@0o*DR;mom8>a47InQ3p)t(@uD=H56 zC9C*D3tV1Gofy#eSF(H)AK0pEh7iRrV$!OqKwZdahW}bIjB1n@p zUe?hp^r+R>MZNZ#`lOgB7ZW0e&tBiZQcTCz)R+WVUjN-(h5k^oB*lrs6uXGIx;cgN zt(lYLC0TxaU}8D=Rm|HS0gLa#%2GMPv(9^WY4BL>7k*3D%mgWTxwo$L&q$s2 z7J1)oTa>NO;~ir2>`qHIP&!p>8eX0nviV_cA1i>mMtsVS7%1niN9aglW1IoEm)j^b zXYD+ypTdIDuXc58Vte#%!yhAqFsFUtKb>v^UC-H`=6#hY)Z1B};lsBWy8cmYU>mg6 zTkNQdh?aC54-DBf6?jmkEDE}XWi2{gyEP2a4I(V2Z)&zcCt%9DLZNphQzo_#6Y1%I ze5psMARxff=6KE+PGv5i_3^+Y;9I{uJ%52vR%pDZtUh@xXdfdubD@y!sSW;jL3(8k z12ML5U&kB~kjKC66+a`OAhP_3a^J#XH*PBuh}rnXsZ!`*8ugsQO}SNSNxc;~ggnY@ zY`1onjcaRWr$61-=6-Q@1s{|&R^Rb-D~2d#D*^O*GeQQwP#ExrNj!sp4nXlDq>fPy zZ3+FpK4ZmiS`|Xf?|qky8EFLj@R)9}U(aal7f#})IV`-=pU0L5N&gbvs1EnG@GstJ zjuk@0BJEC7awZ??j14PdHiY^CUgOR$4Yp^UD-?N8lB6=Ko)~E)tt~$suBXWTx$+&o zB`gpn)if~76Lx#@U_vBEc(af zxjpDNFqjq*nvi?ani3hiYdxw0p=9?e(|TZUJKwV(kLFW7KP~3A78vXLE13kp(|o9I z%yFh5b7TyV*5)W#EEpVs*qeJ4+OOz-dZCb=Fuu$VLdRB25(v~_Ny#fkI*R4V=;^nVDxFs2@8-o=IiAGt)|#jf=%(DR0`5dklB7u$wUK1f-uW?ur}Og( z=d#1hHeS8@k6+7Q3glVkLCr>Mvmo&P^Y{NHh%s37l-%4Vk+KvT9R6|0xa4^2Nu*g@zIH*EtEtT*z_& zEtyScwE9dT7?cu^C*?Bpb>?IC5FIKUu7IX>FLDD~4c$ABra`DYsJ(yaRCdqh3D8vt zB*{rCH^Vpx($ki3j4hLv8eH$+grj*LDIzAuC3xdv^5uoQ({T^BzF1mXi+h|O8DJpr z@joBku3UQ)OrRASa3o~QKi+Uh(nGs<>(F?pe|qxwFC$*J_S${ z;3zAkmfsRPMcTcb4HmnS20d>#K5yyHhq~`}^!Z;ch9F?iRfnc$v^H?~)B$A?QYvey ziI&)&PeKF_Y>1YOsW)!xC(f%>Dv*K1LS0C-5(riurCP6rl3HJ&j&azGC}K480{vrx zoh~@_S0nA zi0qW^{*wpBANbAei?C7EGoe#- zU;md6KDpZjynL{iBErQDyQ~$nzP&^~hutQd*Gjm+{ZuqXdEp zJ}hLY+<_ilhRJS9D01K9&NqolG8T;H_e}eMx&C%}2uLT0l~|h==6ewky8QDAP4}hi z$VpHo+n2~^&6B0tuzunvdR*Z9W~oC&HkT6SFB|E?4DWzMCR2xna?;D!6J<}fdcr}6 zlA#a?0$K%8)06S68utCt;yp5;9p&USP0hsm(>@%YsMnWgcIzfxluVL4kY=EE(aE7g zh5Oo-ZcM2wE1f23o?6xMS-v1F(tjou@^)3DFWqsKc#+%@^4nr*!V5+mjG1q%OAubJ z?2xn-x$OF%5Y}p_Pd~H_$LPb<2M`J!2=G)H7;bn9GM?GoEmOfAI7GOjBbT-6jx=P=`}HfW5e!~Y>~LYLeNXn<3EyI5XNQ*sSm|;3^^YBsYV3&r=BL}M zI+4szE0_;Ftk>IGyqZvbow>L6y>6S5mHWNObce92i&VzfDxhLW#DuEIvbgC^OQ{Q@ z&}2o5V$zR^;I0$#_;}sC+S(8u-RWE))dmWMdXRjkc(9@*ZO{I}A5q2C6%`5T!t2~K zOl%}OI6bPz?DX5oh8^pjwC9v1w;4agY>=<&c0?(9OT$nUz{pMWL7M2^RL6+a_X)v( zod6cFYy;b8)9S3-m5YBEOB11^9@7qLUp;bCv)%KMo|y2&2i>M^EKT1{J5^$vT;iQ? z+q2rZdeD!JKZELNzOET>ZS(D*%ETpLBBVTV;uOKsjB3*eVYoL~LoOAT6p$IGxv^OV zr5iVsCh;uK^bBvM&M-1j&7!1&rdO+kwOfgNLN(@izmE}#Z#c%S;LfVCKE|3-wwohe z%@8_kC5F%G(nPxsD5mjbtbPD!(BYyX9e7(~YHF$-Wf<%5=m>v479|kn7o{`m;{=`c zg*4JBZ}x!DlwouIk2RAFvcX~LgM&sX$7gcbdPN~G_GL^E9xon-!Qi^C7?3)=h2kS1 z1YhrSao(6R=O@9yrLJ#0+^?(>Yt~<@!a#)<-lH=$ctO%tS7&-7OsQ!{5;L8NNFj@l ztFu-eg=pGOMAHM)iLgOjKdGT%o ziKQ@ zowysHU_Bvn#|}Sj_yN(@?L2=9hm#=IY+e6K>Z}mYCed%rYQw3yiC&3}#^dc(ABXno zuZ^dN%n?ffdKg6m($Uee?Cj*vE6vq|DU-(~cA$U)3on7Gev%`{fj5@!G6=0slD!;tMAQT%oT% zb@glm2jdv>BHIrMh`qB6R<)*TT@R>MR##uDsDw}70;$I)ouOl1uU|H6W_?SKuG)Dn zELnUzh35UaZQ}r8V3PceR3P{PfM$f?;d5WIX z%CE17xZ?#K3q8T9YXCyaqOB)`y7)bkZ%?b&@`@Y1KL2Vl9?Iw6tBG3$b|~-ZRmTdS z4l|KhOcXcVg!b^hdX;v(K0%HrJ>b9dfQh9~Yj7)LQYItN2cK6~P1JJuuy8Q&1@9+*g@q{6 zjCP+D+}Fo)ygcAd>pwp}^!~uavM>JOQbG#VSoc4|XTGRlWi-YbuD-lM`^9N_JM)PdA3Ozv2lmaCpe+zd`+Q;15CAdZ@_B7s}xgC!J36ISKz@LGD>bmf`aQ!lkh@$d(7 zav>9a$6q>@Nb(<@`^)mCvLiz1Xp{}KKOV! zLVShQ%J3ZY@YU6sw`+WV;*SjN^6U|Wv-vTP{t==%I?(HSAn*Bjyq-Tm9#W_$6qK#d ze>$o#O5)#K+(2)+=QSZ|eEe*M&EK;`ODG~+v3u7ew$HkjU&MUJE369j!N+*!#uGzn zFCUdRml-+KV`F2-8#yU26++@smdOoQEZ`kML}%Z|R?gBgmKN`RrBU2^JpM8bt~&d9 zTC!F{-gF`hF@i;q55X~U*oA$#YLSlT0~o$ zNhR;bFD2)ZV@uWb#eiM1(GP2eu2HAkf`fany!IOXj>FarhrS>wT^|P!;NT3FB)>bq zn^pBrTUelUUpk-&oS!RtQzQjR?Q9WT0v`tx4^O*r!)NN9#)IERCT8y0Pbc#nB&=t! zplrO4Vaj%#Pf9D_C3bqY`VkjQB+-?Gjdq5imc7uq=1ng2V1k?uLq~sqgNGl6M{py6Xg4^`I}3ro~!{_u{i~f=Q)vGsO&)Mtheg z=%K=&8wuz=FTznQ4r%tPMn|~7gTLMcoL3c>mj^A6voKhpy}_SPCnucG-c*U!=SwnE zq{s+hbmFP2&#iBGaXtFdB}VIs!8iIlqeJYElo$JK$+u)xeJjYn2KjigH8eDar6@d? z%LDGn&z2Rz1)3h!{sHn>LRYO)f^_<~EIHL`LE`XyPEM}4^bAsK^BSHUB{Bu3=u^W^ z(;8@gzpl($K5{m$|u4DNSxkRVp?9NgvDZr8z z18Ms;HIZHyhD}4{<0U#x{)BAtQUDH5#e?{T<|Gn$>_%2Egl{7#K30NRO`mz+1{qpg zBj~y8xN|%+iW6hG-u`iyJ^a<7?&vhZau-gs;!e1>KJ=bSk=zItb=nw^Zx27N#CQ z6twA{=X~|F8tIL#<(7w5^+by(nA^4&mE+s!084^{Xy3GLoq$45Q8zkkRbc0E4}rp_UXz_B>$fd8|=sgLYJan}r*k=?IKi2jsm8(W|rX=wg1i3#Ncvb+Mk zyx(wopW_Fv9K$8PR^w~rzE~a|?>2cBhjBjD*Y-W{0cKP03{gbg3G-&pFeT&qx>fX5 zc)`WI*H#F($@kGY$GgiUZ(vic)1VmkoE%p+zd`MFnD-@9(sMWeXtw$ifjcyPuCPVH0m@L-oA-UOaxrss70(Blv!_M($>2^rjj-s(I;P1s=abcmrpp z^-_WuDW<&7I(Zvx4MRcCz0<_C@kDIH9uY#X>z*Di-uYV-slE^>L82>4bu5v9AVkwQ zYp>n8T5_qYjcW@bOTz4jd>Of2PF<(UWZQx2rBlP7G()~oJQ#FD`D9*+*FZt9K$bkjP7?To!m$Qt+&o|mH`vF+xP|ZFRItcT= zZX4OGn{ae_+H6oJxKb=g4?D<^paJ(Y%0k*Z#0NhHXFj=!#J=Oz_onUH;p!_sdeZWX z2KAjHFit><9{tFLBmEGh%&ANt-8^ZU7I{4f$i=^(WD9x1w`@t!D6#U6Xir1?Qq%eG z)xv}0;LpDCHF5)#*l8a`Bxhg2` zYG3Z`-EQwEX87G5+RZz{Vq3-h7&vwhm$VdEcGOg6m-ltta3%`Y9Me(*4dzS7UOj+7 zt{DplmVyowCZflk117rtLW}8zz3X*?2X$REyzDf3bKD7nFQ`ce3m?nNi}?M0VrNTkct#p>}GqW)0HX*~2(Hx(%$-c~|S{rM#o0 zZ$bk6k;Pr_IB%=A<@a5}99@V=@%Y^h#kDv||J}g+`O}ccQDfC9Q(IG0(95B)lu-lk zHA9Mr^8#5TCEiC;P>)jq%t}B`)Ssm$8El_NQ=dTTGGNDe@@jE4KtgP9GhYtD0 z#e~#umu!f%YrRqu5}!OoeYGBNOUSL)KninnKUTf@xzwE{)bM?NK4rJjV_zc+A?e)y z2n==8nQi^x@V5Eu;p6-~8`8-NsXf1TRNqD>1*N!1g`?uwg##WRay}nfz~RlN+0WNP zEX4@|J^hr#SoKt6*pV0s4DduE)wrOfq@?4dz1x5)qy<02ngp}{M4qm*uZQUFOXhc3 zWZs9LC_dTgwMiF~?2~YG3e(WUdhIvZ1qHmn6{F&@`zdN?^Day>v^Uf4?noH(>&7ma z1~fyPeRtyI%pxHrWsUu%c=YYr;{schbygJ3;*z4Gti(jp zGFB<_AK}8q(KR*Cft^eb6k^#$r?E!08yY;$hU2)*6O(w3&kt96EZb4n=DVcVyl$>| z-z{b6QI_V{8C-WE)yz!y+ok$N(3=ebif?UCP#Dz#OrXx@TIzXWtHFp5k+Iu*?(O}x!hhOv2ajIp&_E6 z47oHNDX_>4j>P%;QrUo;%np=^DToRbP;v|GQt{~(t@#myA8`eeKSVo?RCQ2hJk>`tdwNhxMjJh|%kCRYaYR zR-c`nB&tV)GWy0~QMbM0qciG@LAJe?Crk9t&ktL@%gutbvVu^;rZ~S+Sdbu!z=gqr zE&_}5y7TU?^ZErH=1UCoJb~kYw!9Gq0w6dI-2`Ov{L}-seV!)@DlaczXFX8xvf5k- zUj6Avv~D*bz}9$C|1HJxSB%jg{{>KZJqR_qB&fS8o~~eo_&sp92Qn70Q#aI1uTFO& zQ&RS-p4H}GG!6t_jmgQ&kA9K6!E!&By!DH^vnWz?Cmb0vi5hAPz#bXOkcwK=uC#ji z<29T)Dk|!D&SQ_!S`NGIY|f)Zm5aY)-21AX5N^hlQ9iN`tU|~3*$k_$Wp4?PR$+qs zp~6mdDFE3u&r`N9lPh*R*um-K`qAPwhs z?UA;8^Q*poWBcMZLtVhCy))`FXrIHL8wFyEGx*DESJKf|e~Nbe?d1*y&*$?G>C`@N zO*q##osM7?UGoIyNk=&-*nKa4BPrQ~jODk@b#+M^t`B<*&KAx$(DUsqwkm<`@I2dr z+YLngZX8YyJViP}JwLRM$WKp^9S@cyrpinL2Efc(rEurHxt$~DSxdkZbFs*47}rfI zIKdhh1&Es&r`uuc>D+#+r-XOcoL?izB z4=kt0B=^1@DRM|`975bZw;HZm47z_Dy~~s{)NOnhf(vTQ45<=n7KF^r49r^pC@*k% z=N>7)y-Rg7Y+e(^`gJwa zE^;E4?EL%*zP>Zw@EFG$yV^xrStYr_4mMlKZ?!G&PJf!iuFv0!)zP>Fe%^ZjK2Tr0 zCOVA}%)J$@#VAt-TeD%Rp>o-b;f1I9fwqJsw;FoZ@=@R z`*HZTh9H;z_6DY;?a=vVLCNEBb-v5g!b15o8}gG)5QNESbjn-C{+e1E+W65w@AxES@!xY++0v%-ATBYfX~8 zsi#SA^Z=0nA0XZ5z3i}8l9*n~x00_;6ecP}(1%t?nO_|bKY;H2Vm0uEOZ}b`64n|Z zyNkmBI4*q&y!EObS=KAc2WSy%!)3qLa;u6hyP%9e%D8R18R9t^J-W8Gy&T&7F-Hdn zQxU~t&Z9rp)p1XIfx*i}3$9EJ!^1CG@~9^e7BmRi3<_<8H+oC*H<8^>KZGSFnR#62 z1K@8H!DbO*akhTjwm6_#C-9!0>ww!q$1c6vA>=m@0U zBG}*zChmG+i@;DF8j+P-^CeI&KR3I|2jKaIQ>4h{4~#vUf-A&j zI2qSP2z5W#cz|S6QjpXCU2@aPDy@H?%ISXQJ^kb#!`EPF~ zy%r(&*(Jn*&G(!}E^&Ck5}(gjiMDixWVX94=-K`5#AYO5M^g<5Eyh(zWY2SD#c#2X zcfQxX(seKIV!ZYC=4xY<5u2!VYcqTNtAkZR;b_MOav6q*p5)_#^J2Z);j9icw&j>% z{}6ts#RUv%IYNc3pIn0TiX%iq>6k$6w}`Sm*6SUbRfjH-c>xD+RbYULjdMq-1|(2; zpS{Q=5#eSCm=Q@NB&0f5KF3x0c&Jl8YgM5|dxV6f^Y)}Dr^+we4GW8OvxAU^b#- zBRFcA_dL_*kZKw$Fp~-<7VU{)JL~ozWAbqDyV!5Tu4Fl%c{O67F2-UUF7=R>hau8x zN|%9|DZ+gmg?Lg?42ZgTt5j80`JYu+sLB;+S(GZFVPj+tex~GT68xB+;oD(7K&bHr z`;HTB!HN&Y4Uo3)+Q)h@>lImpYaM>dw@sZ@y;6eh+9c#+LmKIf=#mm_5F<-WHVPZo zbM4*t8=d+UrfKgft|M+KHsNOm1|uG>H1Zv-+G+iy%Y65Z_7Vt4Ekgm_|?dE9*P7=QUj z9+AIEPPsosiY!UseIF&p8N1lN=#{y#*0gF|2MAMdA@v254!(z0#awr#J4Wi8vr zvTNB|=CWOX9{6%HotJyAe9f$8~bca_rO!ywt`%uKeI2aGz(sV&F^ z#QR=6XrAd7_S46oc1??t!e=&06nmOcIp4G+2rmo6WZ1;Pjer z{}TZRta};>@p-*ev|a3)slgl_9ha@%mzI_qO?T}Ed0To;);rRjoSj2$rK)Z=65ZVv zkJ~#81eI{f!}~$-eN+MCkESlQRq0=ijU`P2+F94M_2p28a8YDyr-Pch;W2EhwE-nR zk3Nd$pmJv*!kvFnn$yz?johwz*4r}vq1&?wlFz{_?^+KAL7#=SLFsIXl#5|c0dOc@ zTS+(U6ky|~{*W>jD^`|@e`phAq61?-!siBWrf>Sk7ZTIyjk&T6elUi4A`OFvU&y2BrbS3$dG)JYam7N;m)TROg62USqM$^kg<3 z_P=f!GBATg@F{v2s!yB4h(#3@kvm)<;U6EFZn`utr{1&f7GkhP(ykh?&{awxqvmGTTJch#f5JjT%a=xb4BowYO3ywpl13tGgHFNpI?HT&BX`y!_J|d)Kze=^Il)xHO7;B z078Dgz1T0EK!oq!M^smtp9Tm$2?|gol~eyEYG=28heN>a zxIRv}vVC=Hy*KmCk?dqz6U)oeEVFHjR|gy%7hooV?uV~{xAK6T7|VQYboAJF<6hKT zm$zXD>xQ@Bq(R@CMU{nH|4$byQ&!pWk&E?)d}Kt@tn7}@yXZBg^+x=W*^9HV7$q1c zLxz<47;dq9lfk4cxHnS9JmK3~MbXZcqp{f3Px4tRq0gjY;NUbcF5e4IBdYE4ufnx3 z_GGP{=Ob(DT`pN>pO6NDV{c3rIC-20k=BC(svttrpr$hPB?!3qT)3Uvt2hIeS3>=W zVddoV0)XC-HJFz2Z!fWjlCUV&a6`FoA3~ouJWfe#1GK^^DMBj}7%<(Q9YzIfPc1T7OF}=b{Yg&r z$9+j%cvttus-btfD}MyIzh+TvQQ-3Ohw^oi4WtZ?=POk-I6QWrp0+7}c(2Z!QHH!h zE2=0=#o9iG1}pX*oUB{p_T_zxii$GoDK(4ZX|6XDI3EUM*a7!9%=0rbDPY_1@3uU( z{ZD=sFK*|fAcAP}_0d@RYVS)RBOQgcaWT01w zVNb3oAOH#0f)~Du(SIiTX5XUv`4`Rp`~NDz0u+JNGh;Z)%4JP;tbQ81hSb$p6MSx-{Ho(qset&|H{KzWGrW^0;OkJ_IKT6L|fdZV6P>>KR z$Q({5__k|~62X?riwLl=c`J5WVz8HrMHg6d03y^#{_Av&qVqB{24AQD;`DG~$OW7& z3_W*cxK`9^Z3db_i*#jG)QLj)JiqU`X7)v!vB8juJBQU(UtV7i%Jti$!9PG#;@sF= z*O7U;>{t*2ap$AkY0KGHkyYX-A5k8X>D)TH){nScO8Ci6jf<8eP_TePD?e=*-s=sRAOrihaY zX1Fo9+Dywf;T9DPvg2P1i2@mrmkuCgPodLpQ~-1)vEqjMjOD%|(2v4O){GX(u}mJ3SO2T+m~yJ{T=m%(Nw5MMXzsaH_;J?P;h8 zi4kslKQdxf^0Ulss4qeW0+_26l#D7gK7EN6E1+z7In|BBzIz`zUXjItYZ2~#p`}Qh zai`@v{XW6z%;7;5%C~Nr{VBlbp-YeFrFi>~zl5fi?7pxYCZ(u3h|f z>ER@q;$cwB(DtakP4Sc02L0WEV==x;->oe_K=7c^rs>TElq%3} z_6i>VF0BwkVIZ1`v}T;qK=!{Kt2_EgIGavhpc+p`S{mLm0-TUj?9`~i7sFJ>1R?k# zcy=)O%=Q>7K3=BhJ1mXPk@+>?mQ&ENG3he)=nd+2;7Ufq0bI<5aB;vR+p$`&D~iFX zH|_(VvLpq;nBG~tEhJ{F33A^bmx*rC7@Z+*^-q|CJj9rGrxzuB_fn}ilJ$1u7>j1J z{Q{b*`}A%^$xHu?G6rZpx#@SLIs1r3fHRTr>6ke&IU%3BueA1iA_0bIHu`TxJ=+NF zJK-56Y7V}MO0F!Ob^uGJv6&`Psw#>zfthphQ)6nZx^LFAeHE&OPkTIxD`k;KNR>yM zg>XCNmGr*Pz7nk)S&@*8F66e?&21-O0eaHRxrkbmI44GSR)JluL`7z}Rw?eCdFTBj zU`qrn`&G)_Kh*yAL`i@&bS-6`)b;hNZ6_(z4UmwKiZ=}w)V$2MIuBQ;o}rZ6?m+|_ zjX@vPkLx}PC|PjGMt;vvnRKloDGs;lC$%|CoEk%b3s>W>a5~zt(Q5EX;;#CmMTCM~ z;>>Bfg~rtMaN^kjuf}z}4rDHRm)-Ufng(l`1DYT@su^6@7Z+uw{{()*s<5%N%)g74 zZp#RJsc5t?b#TaOyf7E>z!nt`Rrb&byGMMU`ZZ4w+Az(aN~)ss0i)zc%)V^7#;% z#{kx0&lpwgTw-JwI1XO|pLIR&$!GIJt8 z7&9ackL}#Y#nmpUDai;AFE5d)fOMko%HRsFBJ0)lFG+rqmI<52td^0FSir1N>B#@y zgzj_&*8riX>zmM2giy+W764et%T^L=qoY68LdgV4ys?BA$ip`@Hd^Ty3<0IbQUQys z;&%3UsHj4QTkp9qUq$_j;s?jop4KPF_qbmm!PNf&+bS`Hg%%lsDt!NoO~Eop$BBpE zrOK9jG6+AMacbbPj(meGt1I&2ll9IQoFtXWez37C%WC7zx$Ec^RBecE$?7;zk%xpR zS!sxzv%mRPTOJ+csmrzT|0K5hsZqEJO}jpdkLJ50vGj8B6IbI zZSk++N4Fc~#jAJ1p$$?+Xs9cJ7CYhD!sl{s*Z@DM zK0MFzu?eZd>HHas)kOq2*gLz3(ZIV~uZ^W8QSSQ;;uhrqO(_)QBkRwm=r&KRpMdYt@Gl&zpkjq&TjY~BGA3? zZ-~?vU*9^-%jS#eeDVTZW#f5$3Dbaio8jCcqst1OS$ zfldW6&5>!y-8+zExmIT0h}jh?uSCm1h>0j@xFzK)w-O113%D1w;=TadPrUP66n%?1 zd}&MJdr3-tqQ|I@Grf4vP#hxF6DmihvH+!=UQPt$S&E>9y&(*jB_V=>J& z02k4fQa(D+1sXNKXDn@7u4jDTIcNCt*)FN5h=PWSYRXSaN(w3}(PefuHhB~U3=ouA zjQU_s#iKC=fcBFb27tUc!Si18_WO@C8+0=b@d9cu2^Yjg8z9QueWVZv<&M@RY^|Yf zhbo;$tEw?UiE<=hn`#z5UYF46ceAC;k9@YXipCAVNEqSU`FidxYvqJbPM-FTSNYfW z)S)qrFG>U+8ol=&dKKR`UEcSzmzk-E80mNhU(!HW92kBCKBD7+1Yza`)7yD_Xbe6t zlkmwKi8}}u(bbLxDLRRz%*4b*!Oe{=3YT?+3JbvZ0Re%3feUiykF+G= z1-_RH;p#RPyH$=fe*ew|Hv<8G@XCI2mAiqJRy;eK^8)qBW_EC5qhB6ZNH^p7;y_#r zsf8Yj-JV-yP%dM(KdDJ*EhH)WjER3Yd6NONvd0g9y^E}}vCtm2}{Vv&b5{j$Yf8exaOa|RksqMIGhB0wzFGASVMiXCC^ zEaskBm{3s^ZnItiiACZ`zwzmGTm5QAF*>-`S$jqZ%0h{aD6sW$Z&K5Y>7VAg-g2r0 z1W_6c{@x!sIUrna8r_wjw$0WpS;^dBLj+(7t7J9$pB1Qy-gxOc=UZe{=(NA+%D_w9 z|2EB@OHhV@>x+gZC!bT%qIiozU_u?lC|`WZ*>a-7G5OEd z4?~D$(fETFEOzBdHp5OoMyKDG?auwbfAh4vnXWA!z>MI>?F>a)M*nqMGG&5kH?^YH z>?N@+x8E|4aPP0_*yp?W1#4{DU4Esma``dN>f|NhD$6?;UI~GRn^vm%VmqS9<>amK zs6Zd#GlYmKxid9IY}+h?mi}aTg<2+P)qh-li#Va$M!&!ineySb*Orkj--=02z?T!q`k+bsY$sf zJNt5siLyaXjcs;4-iy+lf#4(h3T|-J82%M52IYCPDd%uYHq`*yV(T^|0jFEz0!lt% zq!)fH5(ed(&NoKsPoSON5Y5q_w8ask+XE?czS)nuI!dBWq2X!EP}M6eO8ZXs-kji4 z(FTGzX#p843|K-*@GqK$kp$dHdt<3&Th)Fm5v9eR3dsgj%$K?1u{!J}&LgFZ(N=rG|z*H$y=S z2lMjSR~Z35IbM&qr>_Xuj|QIzN-M3Myq_CmHwAF{-9)|X%>J;v@7xAGcbWLmvWeZs#p*>6cT8E`OtYPw!&bFbFOsTm%|*yF{gjz4#D+^er= zDa=%OZ4oWKX8Z_F|JSPrG>IZ$(>u!ud@S{Td)z0;zS%nXs~-1Tv@;qWmvuJxu;>pJ zhr9DlMO}yPTbDG~+Q#xeUJxbykOa#m37RP7GZ-MLDNDsR)t`7yzJ7nk%qNPJ8nr5^ zFnV}=_w`Mxo>khCoG4~Dj%x!At$`Hq(PCHTI^L)K1}S-Ytm-EUSEh|pUTzmYlX8j^ z7V-z?i^t6T=?#4*s^8?E%O3T)Z0Y}MD3~lG_77O4I&ic`pnzWTw#osVZOHVa>oJ-h zG%?pW75%lTLj%E`9yU+#zjAvH#M6yHhEjz{Tyd8dsm_`!gGEiX6dS>Ujv8@PmUA+O0_w^5h zJ-5r>yPr=v!F@COBM4;+Op3n7Y{2Q272Xm^+B3IS_3Z&AsgYa;3qnwzjmKZse;fEBjJ0DaM|W zm?+{@YsUMC3%ouS(H0wi|31@aOZj`k{r&yfyVF;!{i`CB79bZi_|-@b9C1)yal3RD zh^wEeLI3(9uFzL-S+6Yffx~SpL)-PX)8lalhsF5FqGSA57Bob3cDq1&BjHU>(K5}I z;C9Nzc={JdouUVjZRgzFLRFga5jDbkpN+xV#00(90WB@@{xI zTs+bmD=Vvtx_Yr~9VOP<@rg^8N8I;-ni|Hqv8Yci4L~R%a`B8IYv)4+B_z^&aw$0_ zWdeR>sX6NAPuF&!2SGs+Abozg*qS`Axo^z9F&$6u?v5rW;2VV)*@2(VvHsT55V1Ag z{iHvd-APWx6!^8D@qIJV1a5pRCm;;wwBDyCo~UGW#QIt9tZw120VeH-v(G#sE^bU2>taRcyHtX%FBcp55c1YHXeOMBH z2ep@cGf}v`Evmv#e3Ph11|k~k4vNK)9!#4*uNnxT0A!eXXkQx z?)bPYiKg}DzGB2`UQHzq14&lDyx zQPn!a>X8PPnCPv#%Zo&f-Mk=Y<_g#A65|{#f~NITR}_!mNE-^sYznn{f!#j z4vsW-paNUr%QhDX$O%bb*$*6veiTgZ?bvOfJbakYnlB!Sh1Hf){?q+soMuKl~>)MiG_o5>R8Y%qGO4Vr$9rG!gxm?lLr!QqTRk=^| zVpgZ^_3=I)3NWIfB1%pkJf>pBN)iD~&pprRIUl1OTY3(rFygJjZI=8rmVO09?8z6k zI8z+_p|LrT*#rVR2b(1O8?8961};Z3d=2g#`T=7Y_)D79=%zo{D0bj3oX9O?R^iVGOAjSXrv@09Cl{}7c>r?M{_3rfd2Yi z|5sc2=?8Lb?0_Z zEyj;M+z*?cwvzF*Kk^-rxWi*2Ty~Y%7I+*cwQAFz3Prh>ICg`{uKZO1Is?cLS!oX= znje|Sk%q&@x*KJXg!$?$y8doq8l8}3h6{P^< z@oi=m*1x?_jNVIB=H#VTds*Frh5lX3_U{=la~V%_x7f-F3kPWomCL3RQ8(?xXIwr6KOl?tI(DYd>O69w8?ucRBh^ zO+)37WrBNP?P?33IWcGc?#_uSP{qf;3U>p%xx^pL&%2%qkEuAQrj{(@uU~c*yu|h4 zI4VsxVOvf&1@w25v93t4W-&6M%>Yafc)}6(u{b!5cPHuOS|fYe{y8!h6@2hpeL5Q@ zydUm=Co3>v7)*zyqGMTg($({v)^Xng6{V|}OKaAt!Mto2jtiev+uZ~yii*-(Qdt--+j;SxCbSWwM;;~->s)xolhao)*zlkcOx)j zgP5`HISM#-6n9RqT;lKK+O*b=R^~>0XO8Lzf8-*N$CH|Kglr?efUrFlE)a930f*UX zKdlTaoGEkpjEGr3nKzJ|81wdr$orztL)Ipph5KOa=a-!McK_)3bPflt1fhVeqZHXj z+Og0=o2B!^)2X=C_nECquj8l;C)sr8?GN=9KQ)-e1VoEiHItSsIH1JdY4Pb8#4&4Du{O2l$)Oft(+Ni)Yk0j30PYZv=&SW z4R|{(NaA7TGuF#k#W|yeEg16bMo@DPp9ta|nMlzyhNPtB2I>~kjwF)V-V{p9QW(vc z_)WVI#F8f5Lv$Dy-SBGm*d%pMdbP^JVoc-5cOAZhNLjzV9eX>nd@4}b2CsaT=y1CY z?XgR^AMjyVQ$VJF7JDctdEcob4wkSKJ_HvQUTfo%I2??0WwT$8{Q4DqIPd#D=CH!| za44~WWLJ805R{&Xm`TUa;*ady<>;oq+UvLlA}ws0DlWtyTn9#>jERRJ%JE4r_#(ij z`Wz8JUn_D;gCM_M>*khBgw6X7aVKfAkz9-65t8JQCtrXhbTDq3o?va zH{e2LBQM~&H@Ub`Dm7cbeK{P*zn(WM#idz%34CUDwvr)9ObIkK3cN>Dwp+EvgR5pr z4#>&nqg0P!=#S(==W-{ULTqfXDo$Z18`dcVI5?Ob%EQ)_XcA;js`43Ojc6?u6?RT_ zff;6igV}QS@41lXKt25>?*d(L=F16lOZW~&^g5_82JM01h;9ITRG_?dT%MeE#`nCp zN13+C*Mbf8WyqyQiEMaS!gD{qkHj*(n~=;bQNM36Q-l4it3x5ASHf7Sp1VC>$Zu|5 z?3D1qf`NhH5D=gOain|`FwAwg0qM`{tLUu4U?Mx{U#j&#V-UbWK!87yIvkzICh9BC z8%bDxH%oo=@7LW}1HmoAyXsW@Wbo*jRhF=`7c;7U!NQS$*x4@_m3qh0ZbgPYRwv<5 z(tPB(v}j{zWeu+GdHjawB4UwBL&L2R=8~-Yf z8@rSBwh|#B1(LFt3C9yeLe3HR?tOoT;Q#|%P6i1vIw(UnEOn{$)LP8*nLt&<=cfgk zQ7_>`VcC~}0~KOoZ46fqw_oo8xmL{UGs{tD>w?)Kni@h32qTY3gLkfEm6a$Y zGO#(Hf@_o0Md6)H-6b8tQQ0ev&%mxtn{FGx3Nv{9UYg}8Th0dB-O4{0Z;u!q*?m^u z-7%LF-1jKL+0zs1x!y7sW~>gV8^c5mz{AIf=nuaL9Rd$X1d))Cytx>cH3D%tQ9Zq^ zQWMl)Fc6W^0SX{&Uns;re^GVTGna+3UzhXksuB@1l<|!;;NRsSftMm_y%x#-{fXmV zA~H&L(=X~JVQ(td;7+M>HONs*n)muv{qFY$lpmC|YD(7LGa;Tf7m;L)Ef{>N-LcY- zNy{X}orCH8@XnW*DEaN>N;lPqAG6fwNgxwjCLW$KrOFV4e$?|SQYVvzysE^Zccq80 z=;+4Q4-%z#Fs?(aMu1&7khm;Xk=Otm;v0B3qjEo1{`U6v{0$$k!uVODGWh!w-M=BlEn@Cs`J8~*1H34O@Ft=4+ZQ@X32D`V0`9O!pz@{z z?+?yMHnM)Z2MS=WR_c$}kuSgTKg0g14vMw(w6mjE_uH$Q*`uS96H^i@;ErpiE#6OC z*E9WUy8JEw^G8_Nt(I>W8l66zN%Xo_K?A$Rz}W^HLB)de-_n+TDGB3y<+OU;mKD@< z)c4GaorfPiYdf}_HkNDqCG)D*!%iD6L#JJ(JO1F>1Xd%-Gi?hZQE+S`6z}}(PR%3_ z2QsRu?7+%gd!_euRc)^Mrnlq6Pab7L2`ubh)%P(b97b5uF`D+ym!6DVV0m3PY-r@B z1!*wk{%ozcP&yeu0;8qVxhta3D?_1xL7%Hu9i-qr0w>_N$Ae7paca2bH5YXGBb^}T z1i=`B{*&J;?3?(huA+lO&D^~%1SCWO#0T_Ax+=9eDrUU@7PT^>q(SJFlLt-9DS||S zeiQ8Xa$@OVgdJ)yK#=6MUA?$5-T(l$2jF{#T{aP#(%4 zXU3I~iokr3^IzL*rL&cb|x5 zd8q)~l}1iSmx?!@r-2M2%nX_lDk`~=-Yb_=QkhW$*`_k!_-+LwhGN42Hvtn!0!8=b zgBv(lpt~Zje;C*`D<)wg8BqKrxzO{uU)OGp_ghqqRN1+8;qOEb6VnnbZSrrT4NW{v zNF=qLe+&|ir*ehEpjd5Ov6wM=R?kco(@)$T(M-RH_wHR>(mwEg;>BeX605Yb5fferdsLJUx!iMTn@@=`W;o`D_w{-}JZ`7uNJ8(&^%K^yMk^6+Ei_vpTM zp$$6pf@qA?gy4GfJBi9OmGisP6*Vl@Vmvqu8M*Pz5!ZL6-pA2!Zb%U1pE=r&<&%?& zIUB!l>UAn}pBL(AIe378m6f4j|C5e3x2aaVVDWLMf|53xQtO;A38Go5F6IMHwm`Iv zBW)6?<2DzkY=x`1nApYTAW@Lgd#NZ-0m!8oM4UQ|7_bUfPr=1hoZ#$^j*A;PH_E)a zwpWyajsyGwsq8u-BO@{q-B?4U1QLo`NYD3HwP`J4AG2vH439$SAG)H@Qjz*D1m@fM zbVMuK>TC)*#m*OI?27er#?Q)y60=)%*G9zb)(zk+F`HnSCt?AxyLHd^KC+UM?CWxyM82lyA|DkveYq_5Vz+9^?Lneo7zkESZYFmP5o>t9; zDcva-8QEWS@N%DsRZvk8zyk{SfoR2cn@>R8;90d!Se#sd@cLE$V)~xHsTCaM z^Fy|l2*Z2uXGRi8s^4k9;!)!+mm}gs$>CXlswk(2gityh+a)jeKFoE^7mu#Xy-Q*P zQ1|KSNhONNkiS-IGU0Wx-ABL6uY=W;h2aH;4+1f!W)AOilF_1&+*Q>kU zT1Tf_#h)F53nB3{VzGv3Xz2;cKSv-FqVE0FSENElhDkvSEG@NsxjHreOukZ+3t?k% zBJjQmGa5k{gkJ=@2u9^ziCv!Fkye(pJ=o3ui7Ik@ab<7JXt+kxS4~r=>-BO&E*v%Z zacy;{2fQ26+PVLRTU$k?;5!B=^GRJ@-J9o?asar`7WVe)eQS<(UwC{-tP#^F)2amu zgW<7^ZmkSka7wNjcJ`pbazUHs^v!>E@?-d%Qs)QNq4d2D$rWly)meH8Db8Hf^M8i! zqGV+{s+v}PX8R1cbFH6}!mLiw`4^%E1`F8w;_*GcWc>Mdc1{GOwepZruPnS&sJ}vt z%j93IBSO^4vreg{b4X&kA#z?0Pibs2WI|w88C3r51uzC$6FjI?*VYRj5 z+gi=KS($bG95OhV zbf0^}h;4_&ZjjI8g1EJ{{&KXK!yRj6PO-BYW9m;xF>%11s-UOFno z8c+k>cF{ABFH}i7mldi|puyU?EXu)4kJgWdYJAllcWKf|z#i%8 z*Sv^vQ&7w~cE$dxQ-K5(ekiC9u!>9E^lz-4Rmx+kCZ2X1-lfcZNq`KPFSz5eq>EX- z)bo2Z-LpeK`z^!M#34uuCldx@IM$&8$uu{=U;u|AqIeA9Z4;igH{6|&pgx3U1c(7I zvQa5wI#DdAupvEDr75p7mtc+e!_U^3m}gT$qf^MhzzA|P z{bN~L(|%K-JKS51fq_BAz~HZu)6=wa&y_l3trQfegG8bVCcvQj_=xmbR_A_4-_qBY zSNVz8Ve)!jSx$||>5FlP>g+Awu+SGvS*yu}`Kuv<^Ck0a(-EWn29hl89a8EeJd}SY zCAQ~r`jo>*ibo%6i{J(#nmXL~^{Up`Sz|(4# zaCrm|BQ59D>Ix|7^^J{OKgu-~{x^=^&Mz08BJdr>Kl+UW#8+)`d+?%!(P{C45 zW(9G2;VGX!qmKp{;T{NDjVBQP93r>|YGBMTjbP=*ZJs^#imrK!NAd)S4HW*7O$Jkt z1#Bxo(3!*KAXdLO%%>V@lZ?MNDG9TD@@R82hc#ekYz#p<0exhwD8C{u9Wd;~#m8@9 zt=~m?E*YG7qHa8jZ|l7KcN^Gth<$%qsg3oqZ_#GfcocCiNY(sVRKs|$!K<-96OTb<*J z*#@zgrr`PvD}rKIbbWl4Ge8k0oj+Y_R?s)7@)umM1%A74q|o~@t+%$ z1n1wa0|PYw`|35-65*UyyZni;=yfhi_eCQx4FN34*T5=GCY9`RzRp`7lbcA@dou;F zLp;cCi42QGTc$ym;!x9S+z`v$PZ|cT=@wR(_!@LZZU{Kal{GT1q#pBi@!e?mD1Qux zOu!DdjPg;?@xR7q1jCH$M{X{f$d6~7aaK7?HMk$0&}o9*WpLf*8|;Ro+AKBq#SjwO zF1ub(g_K(}@$p$kH3>Wqv5XQ694brJN|?RYtH(#h20Xrk8n)Vx7r;j4|XT5f8 zplU2bA_oaiy;`sTbfw7`mxqgMIb0t|o64V-q5%8HBzRaz8i~WH8LM2@m5mu87kBW< zFqDa01MLXbW4^fwPrVQ9IJKz8Fb#z0fCTQ~8dox|f&2_HDve@fP(wKuY44U#8F_BY z3Jo2vfBOC{jHzb6(*B%*V6ZBmaXbiE#0f(ckx=Hzti zqaZB#ZFKsojf#u!t)1>i-}W^KbPxSE8V!|8kgZd%%`{jqv=2Z?$jJ2lG#!miPA*0< ze?eqsVfn^vJ`tcp^+FDpB_W9JOQOeyt?z+lTQ9u1bBNdMmcP6mV5v+nlwBfRk}2Oc z2=&EYD+qE=BZa&>DE3B>&-eaw&VaV_|%hBLyLD4A@r z4C-oXm`+Xw(Cssl5UQc%3GYA%9^jp%P&C18mg^-;&qVma134i+5_G&sbhotN>HFs{ zT>kn_Q^4%(-#|^lh5G1;b7Fd&dn|2X2Ky`7=9ZH$fOj%VmY}4el>&up@bTe{Y=ID{);efjr_Z4@S*b*wWOvo+M+H0)illD)CIs z$={?@a8e;qjG^NuUUeAL!U^6J5}fBR)yFd)ve{n)Gi5mo_&S&vb6!3eIXW^?<>V22 z!bC%fluGP?%-c+}eqkoDu>3>1Ae&hAnr&#Sa279CSs zlCqNZY4`gk#idU(_DDzFb9e{*?$e!Ao1K&uy5Aq>X!mz0-u;yX(Be?jz-OsT9WwET z`my#{1B&j5t-tw_>sRR_?7GLzFeDWi#HC?Sk?`S1NGZK02}XR}(PE<-PtXFx`?04y z{5CYQce|jk{!@B7SwMhz^8>gL*yaa|yzc_tD1qC9G5IYmOSKxc)^H^fJz$WYVw--h z%tuEn(~Ip{F#op;V0FgQ_wimOUGK!{=j@U+;@$;tS2i>+DBSH1Z*Q3Zv5vD6rMu)A$=stc*MG_V%tcdvj)Id77E#4a$wfv916) zq1CiNTd=h67!Hv#P*8|D`PyT^+B-oe3W+hjHw_C_A!?cbsELwI_1A&yty^Q?rqul1 ze(?+53|)5U6EY(@a0?7d4pGOh!a$-=T`q_5M-{x+W6Wg*?n;@CKcI7xo65&xUNNN& z*}2&M%v#hk#cAkhh5g*^{~X`yR8+^uly8*3;(qLSGwRetrjYpFzm3t_{<4xHC0#gs zC;lN!^9RWK{!2ta=-X!FliBMDpBFyakD1r1@i1W(Lq4VKWlM}GJ)!qo{dZLiAWg6s z6*-<$d2LACeR1JX4$Dp*gxJ#TnI9WVT%k8n;qmabmuv-~B|ndb z+>OW?g>O+Pa&-%k#@_=B0>Y=b;0kasdK6?h5Ph*IqbWKBRocz-c~^D#c_|qb@JH~) zX2*Qv+EHu0uaV6ray`GK)zAK%1j9jkL$KAc*p+K=vDcv#4n6O34+?nh>CT)WBt>qB zoQwrM5Yiu8sA$BR8!|A)WEsSx5<88K!oc|-FkA1ruHW{fM9$Ayf8)sR{bp{~eYMKB z+U|+AP_5qtl{b4_KOdst{LC^ynZn<_08GR?gR&!_1_?Q2fh|ExNC9u}wom=iMdX-| zoR?NTIZ|Dfm6d5NaU5{SVWlAIi$5WVc=)+Bdg-40?$k9@2onEEZn2~CFqP=w0Oi^2 zp~%g@2K2VA<7O`7y#p|C{o&@;PyHU$$)gxOf2XJ4cCkoL$&JBHNIN?QG=wq3t-Sym zNo>S7Zkp8Qm_%wzv(B?8g)*M_)b(WaeJ)q5c)fryRV3%$bk9t8KQ|a-#3(sz2&JCS z@QmIJtb{kahfh}+_ckFm3XP_<%WnkO+bIGw9^tQymLBit)OX`d^q*= z>})=K^-huC8E&8mt$LLRkTjHz8*k5UL)Sou`t*;Fgc;hU{H6vM2qg8#cr$3`ii`aU z2Ec)7TR_5GPT`=1Emqc$C6|H+fJZX*buql7cs4X?)XD%&1&X!>T;o-a$`zlOP* z?r)pp;!g>i~gbZ#??4Er%(sg#dSr3J^ez8S|Rb(h>A8ka^&n0BIy{R&<=gZMHt? zs%c=PK>r`ENFEhtG=+em+P_(`@2aFO2O^=1oxW`gOaR_&|3XtI1bJ=9ztt0}Yvvwb z#@}F#xQB(u-M`y*p6y^wCy4T{9;qjcO!&km4K5ZWC9Ru>$KOe#DS8JRvIxT|KrG&H;=Ep}k|1fhy?JjV3V2kJE>@o4v_Q z*2gOs!~6TIY?FHD!VQx7i7ye_aRl+bEl1LzE7^54Fx)36^97Of`^UV|9pYQgA-nO>3*d}M#Ra6vQ z2+~+M-0{5B*U!(-y5EbfG;<)qK5h7igKb8S-K}oP$te;p{sVEuH4C}1>qrpwA3+wz zKb#I`f(j}BV)(xN4DWM42h>X2CkU&bm#N7K(fe6TCT%Qz`$Iz| z^DEJNNkI?6-+mm+Y1-(Z1zk!Ox38l&uJ6R>gc8+KkLM`_)6s~J?0X1JuQrY+07hnGEy)R=aOWOrnhq3!V&1lof6Q(FK0ATbin5D5a%etK5 zil453To1A_^oE;`@aa5{L?pU3o&El^cv((g9x^FsuzP@!eD6U6{GLHv&8$p1sdb+} zcw823w@HM zk~dR6iP-rDv%6tz7jNfJGOo`QY54QF{a#%BHa)FKIZu&KI^EFRSDKNm5^xu($SCj= z;z9%+c`E%lsrXLmy!28@@_P37Z6GtO63A&mL7{2l_V-ABKj9r%hxp7}@1{ zE+M{rAso2g45aJ{5+IHRPV@kQEMJl~eHaCw9M5a)49`gs(NyDo1lIZK|Iw*>FjWxX;?ekyU!qj<^xb_cv>MU309$>GZb15xVT5JlcI9}d6MWs;#! zq}|zyQwf&~3f{${Y^AU%CjdPsMhEOb8IhDW=;g(SwKe2)cM(DGeHCnnem=16=`B&& zKtc%w0giLqLXNyAHiX>_0|P0rInfcT0|x9;5D%-)lbS@t9kmmHknLsB?z9^&jizt^ zg{7e;Y{M5x=J#PBCm%@=HF$hG>+H_kRpE7w?dTWTfh*To?t5H^hm>Pwpf%acM7~81 z@!;6Qs!>{6(g2fW;%y+PH$P=UBdlUvzLc}Q%D3s|g-!-3=3pcUH;A3RP5zL5^sS?* zQs=~Jk$TTX9!^wmI2{%6ErEdUuQ>#oh2`b&lSqe8UB#~XyUXEGQKDu=b-@vo zZ;>7`TYBw4$rB7b{PhSQ!z7&^&=UQZEB>d%@lz-PNg~=H}&* z+N?G!DkXc_GkzNcBwGc2eTM(T(^W@B)qdTXk?u}u=`K+k>F$!06j4$-W&mjr5Tv_N zTDp;vP`V_gL%Lyx`7S@-^{qAk%~~_hy-%I9&))k)S{Qx?fV1zHtBwG+K^WazsP^H* zo?~G8kVb(8bkmjE#5B;nRXaAZ#JOqX-Tk%M6V0oZwgKx`I#yh6wONz42@uOL_Amjj zj((&$1)Lf8kUVrYx7ge%m5vEu4Plb(6t@%||@55l2X*xTWX0 ze1U>0oI4!Rw6|<>OOe@0#WY;kD?-?iosZsX=sQ35SAXD$wwiH*cZ7sQe|xB54*^HgEAKs%%aIsJeCSvtV)3reVRb( z&(`}Ui98R@@|17B#J-x-%F9^swnhITlx5iBb|9&d<52-J5_AJIxFFoV7l>yAL1oou z-^ymfyFTx||7AQ|&jM(usI2^o?w||SktaLcmwyK;4VOKeiA5#(9dU7#az4tjtR~TF zVJQPe7eYj*jX7TSoOXXcBK+k%97z9U#!r80kQ6pF8cJZZ>wri}NK$DOxQuI20NFx3 zSBd#3_a{mcQd9`mf2$LfMfW`e0loW_Y&c#Jt<&e?wKc19i%xTcM&Gx5=VNjd*Y2mz z#GfFb84-^;o~6J&2h8KYlhg@0`~DmU$;PqHrk(mB#1>{=&%cb5fY=95ehjI3d)u|zE%cKiWLdLni&6*z(R_>Wepe`qD)52P3p7Mz zsp)0~2ABd`F(ht;1;mC$uh06Kjq2CNg<@=W708_JSltc^o)Mpyp(QZWvA-Qrv-wjC z6lVric)q`g+a?nn4T_J|{1=gSZQl}@QWAiDDVSA3n)r=wefbf;0K=t(1+_D}iO5LI zHo!|Sstul4O#+V#2B|QpDn#<|gD(%w!`Je;*tzy}wt=L+C-zr5$wHLAgXp8Hpc%QYX_({G4woYj0oLTQ2H-)^?R=*AV&l z?^|OY`Znv$s7_q!rQc~hy53Jlc%e$0`0)bO8!&*f``T0YZ zv+*7>RFnKf>ZrB-k3+-5+S=NG4jTsCeAx<1n{6g`IUSn2g`NU7GlPj8wR^Q$dgLIJ z_1;3RpSmcghY&vg=b?1SZ~Ko=hZUcWuH4NTGFD!1=eh(Hg6MJ3E0?8_ z&u0y2?ybt@?^;@XwXviuDsUEk3l5m<}{P<`rCkqz;SCbh8P_dAFBD*SHs;$2(c z9M~Q|ZSG5HCVqzkQTcBhGTZ5%zv4h)lb=T1T~#E&B+||%2XTwc80i9hG2EZ%(8hP# zsH?|5vG@*19KH@dM!jRo(I^-z$qD@8{rd^K4Cvql6Aw>DVdljh<8-Gkl{6563nG95 z_RgWJWQB>4CpD(vug$ih+7DSOEq>22HIx)L`nP>-&0IS~r6eM1`dNUAe5-8Kt>!q= zY~1^;kT2PgAbG<@L2+5bJDhsSK^l6|r&$PUnx5XmEN56RSlKu;F_Ed}vS6CaArgRk zU`5dqIoDFZv2s(a+^(=lbbJF6tSsIfD>7NNIW37MC5cmseUEU%$VP?ODFR%_5r8%( zX^b&8h?eE@gZWmwL^c-WAxF%iP|d0ZBRI+Qm_jfJr>m@myE^>W(T z$*DmBVdyLF>;N*0EvYB%!iOH?yqJG{sy1Lu&_&Hfk;_D?rpIJGn~ zuHCSZCo8B*(6Q#)c=gjWWCG&ZhU70E=*MNIGS>0%6dkxowH^9ZIpI^QhNM9)K}?s9 z?+OYE%20xRZ~Mn4#iEw)UDY(DTnJr~CQs5y#wr8dAMejsuCM27_m(@TM14#6obZ-2 z8R4@#!Mxb&rRgbF@HBT0U8PAPRpL5_7aSei!h*5_0T(a$ zqcg6c*n_h-Spm(9ib@KOV3;(t)kz#KQ<_33_8{j=K8!= zVv*@(B^XePE1y`eu_;bwH1R1lm}`*R@elS4Q=O9U7xqRP%ANk#?;f?_J$_0sP+ffQ z{+YR`k&oP(y(6QV7-Pdgy7;$>4gEOPRAJ#0)=lS?E()}8mid)u0Lvon``q)xkfbi? z_&DJYB~80d<-s3=8rCaINU={$A_((9c+K-#9i@bf8PdK-^qcKca%D(1G#F)MIem`* zsj^@ciwzM*DiJ_k;M=Uj%G;oqW(ibLID-DI87Qv=yLt0jnMFk&UoJR*?f2DHWgSMN z=iRPjc9;BCu7w0U_SO1$zdaL}wlS<-@3eOXu^5Yk{GzgH`fJCjFXa~lb1X8WBQUPq zshXXnf)gJp?%HLP=9!T0Aoj`+KHZI`r@wT3OzNkA?k33p)|F1RucNZ@==}>-)_Mgd zc00KB`XmKShRxR1RG|=W| zdKE*66Qm=MP`fZY1+$Yxl=Q@zwR#$J8|#_49q@}e1hJ&>BGkJRjS(wl*KnyVG zZ5uWByyc$~9IYagQJ4}yHvXBD;tLLA@v+-`*$h6W1&xI<1Y|$+pqX_RZ3QRAn#=T- z@5A0+9$dg_sfk0sL#}wQNKjn-C%qCqssdB?&g>|_;^ZJGiU_qlM9HDSBE}xidW}T;&1d%{Qk}1C@!dY zzfxn3URzsh^M~Ist=V9NZ#ZgxPKMfTkBowj zg!>v5^oP&Ckx0TKP~M`sFi>FB*)R9)p0ypa04ojAN<8yg2F(6Rsu|M6lmS^y3uq01 z&b!Sv=WN=@%#JgR>I{!EcsTPYV$%2Z$$AC(+gL6%y!%wErFMC4mH(Am_pf_x72RZr zY$`2n|M`y{CMJBGk0w>?>m7k7_*gHL-jlqrvL+bfvUovEOpu-Vp?ZpB|4NZ68XF+j z5R9$em|~H<0Mnx~YY!x0JUFe=BcZ~(edHEXeR{glxLeV@9nzYbap}i3lSqff=Bu6P zuO;9?WX>9>R9Olx8GS$M?-VPyBoT7GxuBS3WG>+Os7CN~jq905zK#q)oxnWdck;vk zsQf~4&}knb?E$Vvw=XY4l^D>h33t5L==7Tlfht1je9yk|CzJ;6sbT$AD5+Bz#EDNx zcqM$$n4@`jR0uL^_hd4t8hbijCV_w0k+{&;9fH2J^z_~H3T_=CA13D^8s`I_c4RNH zCTymHGd~4U({HC%SNAH@cw;0+)m_+K2h_9&-xtuq`CxBEkoGw;V)5+<<{NUQsUEGh zX{#RABfK2K-oPQuL%jW7=RvgUEH^-7o%h`RK*z}!CZ0%U#B42}F=dM$6c zbtbtMU$y|oj=61Zi!^t|+$GO2HrxaT)#l6+DAkedXnk8hGqM)7SVTqnUz$b#N%vK| zx@ryXaZG!R3bVF<#XcCp!y*0T4%>bO6%)lZ4fuRu{lv zFB8eAV+?>DS=rKn%2cqdNjRkk+SoQe{@W4zQnM(3y&bVn{Mt*a7(hBdrlt|f51f>I zi(jR;yUiKSPjAIfC4HO)`!Qf1Lbkt1XMFxf%+xsa{w#%0qOi&XJ!^uw+#+P*Q9x;V z`4lQ16AD@(=uKqgFV@sTlDRqu;;?=?qsJ%ZJE8%%LO?0j$&(G&^TIw$(X9Us^f&y~OrlV|>H#=Mw4j0wWc&Z)XUtTV z7}NLWWsp*|`7BViX_lQN>44_0G3{J!){?mu{!a8U=H}v(oRo<{+WrDUtK2&s0-T+o zF2H?#edevEL*Roa&3LEo?n$W>_tR9Mh@abVIX-3n=7-h3yQK@tMQnD6y1ZO3BQy8P zj9iT-QxW2f<=l)6=a>K+>$T=tDz!9~JNj4#mxD4_fZZp>r!NGf2+S|Lz9>X{941gc zTFj)RYm_X-H(bb6~@1ghzL~QLZbfaoTEG(tslOUy}fZ(;YF=Zcb?&2Gb5m5Sw`K&niBT4aJ;U@^ zpq+rz7-ro34&ad5Aj0`BgiLe04pY>LK~aklH^n zz8{epKoDwtaAJ0mlm2*=Hd6vAhKUuYu+dLWK(Z*8bVFL>@X8uS( ztfl8lXr;2%{5KiiGpLz~zISkd+KhTE*FXUx;j1h!AF&n(WnX*tVH>{$gry{cBM|1X z2(J4Er==ks^QXbJIFwmY(a|!lF-mFtE}K-hyfx48(XtI|F_etjiE2hTq~oRO$NmR$ zT7bc9omwC^!Cew~1nqepi)J!tki9t~Mu%spDNW;^W_wT@GoEiUPTu;qtx(zLhV`Dw z;7}o=s7sr~m75%J@T0NSZW%Cn$^R?ZD*<`<_rt!l-AA)Y%$G)Q1Q;hK3A!~zna*kn zdq?0B;{fx;_2P?UB}U~nW9K{3vLa$f+Sm8+o0+aRHkZz5`K!?badh}>%%FC-GY~fL zs9Wpm5?5Mu;^{o2jNR$7nyUb~%+u%tu*CJsUh1dSL| zY4|S9E57^OKWR099C2HqE0MBzHKh|?#A6i`rkT;^-?>cm8kGfn@REIQp?3wcc~BRTo$JD1I(qI4s_qBc_YEM<kc{1ySXf#lrssr6EIm~S!Vk-i6~@4if9e|E+do9x+|oj|{VOYRN#g)*gG{>2 z@vL3-(NPd-4|%!b>v61UAEHO4As~5WDYuOX(Jam} zPGgjKBG`Sgk&SzOBxCR7FxibEu>@d&5)sLtV}gzPTf$>6iNQQDAj>_y5ilb3_Bdmb z?^Xl=`99R(~SjXMTs}&cs@4l%+K+j&+oF0G}7m!!LcE}cVRBgnQ7(A6^d(W zyj!t`Om7X+otsGDYwP(5$>~2dB-=UP1i$DZ?08T8!e|QWRk$hYH4ws<64nK<7e;MS z0yP(P+bDD}fHETcqn$V|l*P3AMD}OxW0Q2K8cf8{p)`%0!w7fy`%8{<0%;AyS@pYzSgHWya!HR@+rrWfXgd**XE^ED* zJQ@=10vvhY0lA4jrgYA^BJcgVA}hkpp*tAW=v)6cx?1Cz=S8vY{x`Myd5q+&=6i_( z_5cl%jl-=fHEEcWJyi))nv!HkbFeFjot?y*d78>P*!;f7w5U5HO@8)|HAO{P;&4ko z@R~sJd`bO64hv-Rn?zZdD1U)O>R~n9856EN!U_Tw73_YBF=|JxBgi*?h8jm=DgjzR zD~E4o6UMGYgF=-)C%gMo72`{1R9Rl&(+FXq%z!} z`WQbGlZ%!2J$U5Nv%Dqt`b4{~yG)fM+KdEp61 za%lpO!OxC{j$U!d2Kaaw^kEw3YK>q~C)8uMPbFG?U;g<4e!Dxmywp3>f1d~m^rRDy zswpPBvoh;A%LRhof-O?Ui@^bpZfTr1fhgYdqkyay?x?P`0}j%ZLXaR3=Q;&k0MN zNroG32btd&bsR7BV_`+hz3$feK+0o3fSlkKJU7~Yn%!3-j>1O22&lm}gt1`1c{|~? z(`H?XrFN#<8;_u8Tk2yit64vy;wIKMH#Uxcec`&dOWl;2B@gFc9#Zs2GbaI|SlP(X zPF()|6k1ZsMGzkh;=TKyl89S-pbn$dwxi>J7**0vSOzUMPL`flp)=NPA?kS9K&4r0 zd{RNL1nG&$h*RpU=)bXf6J&$kYz8841B6u$kwMqm_;&{lU)cDAM75kTSGHU zX;^tM%jL46-MNS^eB%mknM!pjzGpzD^ppv(vll%)l3ABbaF!u3+ zT3SRiB?Ephy&K#FShPlMM(N1f4UK@((rq+=Nou2C3iL|2?P|VaS=(3WmIALHwrpK#COnVW1QsXR|A7k!IpzkGd6_!#Q168XWY*gtk zUU@JKHz+%s*71W?)OXGlHe4Ecw5J(yxu%c*?pyp*Mbz+~-if7I>GZyJ4vK}-D!r!% zL_(#(pk~Z8e%3bAYPn;bqX=OUk&t_~pIptU?CR&O>Io;`YHJ}|jee^`!sixE2x$+G`e_nv6_@T1GZJ8-krdy);{ZSiHz^bQ#Dwv^52@%bH9Rijjb zmfqfT>0#O`_~$0-k_eL2*<`A?AxNZxV!qnZBf_RrZ`w9(3ca)5ZE+uEgeCvAY%s z*-#)`(yQM_CBJp_rpZ#>=-AlXn^>p*aAtq`j8VGt=LUy#*~yNGubo~0tr!gv(W#QJ zcypTa;{pEL3!$De#1cNggut8k+V9t;xR@!EQ?kF=wU5VQ@>fesGdv86fnHt&0uF)+ zp(s&G&yc>4l6{`XYD82``N8%mR%E;{POUS<4T-!^A!rZMdmKLHVEG`JDT+6y z0Aq@?wgo*sI=JT7W^SM163~*VC&io7Uzs6?8cU$jA+e1d1Nds4>!rAyWz!muuf{dq z#`UYXJ^yuKjNF2{GR=b*datsrYXJ7J5+L?_NJXBgr<4LTO0oydMgI$R7e^tKUQv8QLVESIUt; zybt7UL&@7wasJz7e5x84R7${l?nWWndSP%tNU(3}H}d&$Oz%#pOCM!yP!8ExaiD2_itf@#IQwcJES z9!0&zb!q`321hhXi)-@zMe-@Rj7r{*mUWfOe9{!^U;@C|KzZRQHJU{?8{NOX45HhY zabY0PA^`(rbotPSTlg^n!TutcAjCXfg0qWQQ~Zx1hb}O6ynpi|*<&=+t*v~~bOpbq zre&edAwxn!2xz}g+=PYEMJ-aPk*r^z@+LADc$UBF7#te>Z>fV zp^Z_G;Z?T1JB9HvDXW0ps}f$rcd~QCP*49Sr$qVM@f0E6#q@kc>hIs@BWCHSBW*dW z6!bs@>&7dAxD5RKVLc{%<@olE+y(Z)S z(X%Fh1Jo=p^kQ56Y*3|VKnkoy=J&B5Lv-L*)su*!Lk7K?PO#l_6|*h>SJ(#xVV7)*1idyvRasWtL2r_xw*W|Lx!@^oG(OxH`N(KgaS&YejczlrQnVB`f1~P02kARdE_4HGrr9IG#2!W+YX}rjK%)WcD*xkkQPv1T3+n z5=d}Vy-t8cw8mpnhl`ziEQ_2S=luNq0Ts*D3u@B^1Qat>7S8H717cO;XNq71Pvf}& zG7zB&FIue&Hhxt8Q`s)cM3T|PGtdoWt^QNTh}?rjj^0j&{}bIxv1MF7XArFAVT3K$ zQOl^17WyuLI%M`?+hwff-cIl8X`ZwH81G^JiyrOx_*ft1<`I=HZ<%E{(Xzbt^6brl z*u^u?{KYr(e}V&+qLjeL*9`(o{V8I6N8RAzp`mKPx~|zuxpMSQG=(c7Jc^_qX=;sM zS%2YE+P7UXcT7-jtpY>k(tu?PNr=ZJ=O9%y$>3BAr7|Gpo!n}^4fs|g;**6C9?rjz znVxSZBVM2j$P+^_`R1~E-|aZd1I8(8qZ~(Z#_2k}aBYMt?^bVhHIBgG zfl;L!>~&-sGDl(ElnMk&FDFqN8XMh18~`J)WL}G36Z|ZtL&T%|rkLFsXbP?^dDJ93 zqd(-ZfaWpmYR|uF=1OD16~Ulb6$Jwj!Pa-&u2N1-lMbJU5MFx0hr9q2MMwrXw-kt9 zJ%4QT{teEo7{|EyTpouPCSi?HvLxN^_~4h1J&xOLm1owhm1{s2R#pA;r!M@rG3TOZ~M#c{LlAsD0)O=Ol`JWfx0^Q3#;9LguhKF03 zyrObjtB9~BKbSdKjl@x39?E_W^@=`s(TH z=hfHi3zqKob`}=OozX+ZE8U?oIj;ycY8AUH(qnFRxvdXOk1*eYnWCSbP6_qp=(ww^zzoe7Kb9)3_kG^k-iM<8yPtk!ghmD$tS14mE~QEcky;0t0;Got>R(J3I>=ca%^M`g1IOLNHgFZ8)Sa9Jx`!&dtBSO=+?p0E z4Oc&55N0M!qa4glN!;1N@LJk6Uly2)bmyM+*bbpEO45m#nDQ|_&VNeWR({rBtlxDje4jG~z>)^)x=WSTMSisa+1gwQBS%H|Z&O+#sgxM#{C=FJvJf8z7XlvV)lZe) zZ&ET4u-AWYyOok?69Rt31lTmJW4ux|!FO7+lW98?eztt-Yo-?;*%y7Pt(Ur6UztoA z#uDyYx|NwM>r3OPzGb!1cNUsxSR7E=)gzjdme!YX^jKE23d&9!Kw$Bi#m}os)-~a2 z_kkW^*N3dr>R*V^dZ<4Z-O4-6rW7c(6L7JlGQ)gTV3$`?{c?UK@1Ds9rptf{^z~p< zOPUl!(C)gY{|)i!8Mgu<28s{_&@(@S?(%&3l7Z+CnnU&^o3#?FuLd*OO|j%(VgT`_wc6{mUv3S6gdC3yT+%i?h#AtB9ebl3HH z%*AF77YLFz6@xi;o|t3pX(bTS16HWmojjh`|YGw$JhR`l*we@I;{P%2GZ z;{Xl(%|fj19Uu^zYjG&kZB9njZ;$0#T9M!mPZBq9@<*GoOCQKIsa>Tqc>8X@uaz!y z%th{9*h~GVbQvOCGj@FZQM-iKf6Y0m&=k~pOGv;Xo5hwsVYTz%VnxOA(@Bvc9NxXs zSZO5;H|Q}N1hfZ3Mh8Hw> zvD7p^?kw62Cw#pE$Jt)u>8Th%ZB~S9}65o>^}IDjZR?rue_}D(tvgt4tkU zdF3;$9HV}AeR< zPKDc|SEMswvh$-X6ZO>0w3B*l-9}E0sP0OuXhs1%Lxa5S9ZdP#iEqS$DBvgXiR}51 zACC!@^hfJ^&*uJDv+6qIAZ)`#@t2bx#oan@HfeIZ=!na_TP|;6qXzcHMf)R4?hLdA z*SyW*7_wV^Zj}+4G~2vDoYH5t=KF1p&KStc8A4L#^@4reeU%EZ$jvH?OY@jx)?LVT z_m`(r=O3>pLw6T+3_wG8tGu{N<IafNU_OC@3$5xN~`+uKr=N)~M%`Lm)@ z&|N&9>T)u>k`Es!+D>kHzC{nV`}yAkvkw- zLJkF3-&hr9?F7^_JXj>I%}Kg(9*3L+g@{V#D;t4{rZ0RbzboX=SXo_uB6*`;x_kx$uQ@wdj$FJRK6Y_061 zH2i&7I??ztYpdU+`l)-_%ccF9D%ySct$Oi}Xi;arD(Bd@xm~2{2$pnwAjVG3uYd&4 zw{Os-It}7>jqT9rl>{KngEe!{dClAc2BJb{o%4=Hda*Z8U z55!Cl$!uMkGk=t{v@S~BvgIE2?~`$RI0}P~AX(QxgSOfCk_Z|ub`CtT)0vwET(5(A z^KF!_Zl)C1qd+Dvqtd}K!^9R&apY3E%1_90@3PDTyn(%SlNn3Msi zhtzA_eXXwK5Z85-3ky~k&`Ow=VvR9^n)n;Ic>)2e#^0mu6x#H;qL7!)d=}YlVHu5% z`YEb=Ai$U7`f^{a$RI`kNN1m02&ZoFO@Y^De6FRq7&LtOEt_P=%zh?H?hY~ul|Ejn z7d+}#U%t@MkrBaAU#LlXhw0)FY4(b?F(#LJVhwiHCR{l-}R>wVjGUA68 zOCOUV@sm_-lz#z|mW`-9De z+3$ds-%GcGQdXip&Ori&cCG_#hF7v0g4(~IpNADTn;j9V_|2aVD`v-u^J zbp+ORTx9?C%nuU9*a$@8(hKQj{gSVOfI|rYt!OBWWC;T(R|XX)^Rywy*$;bHT71}t zlG*7Zul#`{0pHVwwTdg07RaJ3OK)S;FU_bNegGP_u4( z&;wr)EPnIi{TXAfZ9E~?y`l`rr=TbryJo$HH0qm2V=G!?>l>0I!=HGQ`H9uSUZ2xt zcP1K>fi>0U)fs6EZYqo}_r-e&Xk~zOVJtBeMr#6;F3A5jIz0s-3>7Cq?G;prW9_GE z7O}xTno)VP9J>D30U_HenJdDw1YL6zp-R6S(%cJC{d@s?)rY0-TM6NB0Q%^n)Gbw~yVbUqxIq;P(8IkOb|)wrnFW+5!b_3uvj|FMu@fy|1ZucA-;W(|Ye?B5ePuV9te zrMev_n21P-KIY{~&UsOZ{BDb5`bU$HS20kK4fLtON$&3_o#$53EnvXg=dRfb3pQTE zpZUyH;Z%r>Z0psZ;7^KshWfK>0t;QfEq?KzKE?RRhqAG=zj*Ni&U689zCKt%jLvLH z-R3|KHAV6(q+yN^V}|@hwe)r)L3b=X@(|}r0-Q+MlzyxQk;?mwxn&Wr>kD&V!!1{v zK}jRS{n@Oc*s%O)Lk0VnRqmAKf6xRGQa?>WDD2@d-gyv^J&k#c&4E>Z=7Or*n&|%Q zb`-hmIiW^odjk%x2vdGkX=i7;`voWxdoa~`r2%#HaK*YpN=z);Yxxdi`s?$Kduyu?mi*x;fiLB zo-30xs(W?)d8ibaY41004twwDa*~I#9rn1{xx3aE_?TwBjK=4 zTT?k9Ptvy=PJv05O2Zx+aI`m6UBX|1)a!vG4H_RrS^yz9K+D6>>BXnDz643 z9a}yrF|%}on43Y=z{~IU?iI5)fDY&WFh}waF%D^S{v@;(LQseg0Tx)9&PTwjuf%Y_ z(185n31fT;L1@6)rb+u{Ry(ZQu|G=F8b1=4D&>qBCeP;6wD7w$RgkLUDDW$Gmn;gM--QKN52Es!7fz8a)ySh+yr1Lq87&m21VhFnTHK5OgkZ^6K zql_ay@O|ZlD60YVa_iOk6?*dEnd;~}c>}vBIzi_2+YlJ-zA0Ac&ya%aYp1VCU-CcV zpjh?D9#apW+17b$dDNAmn*ELcS!(kh6}CA|PLRzd6%wMot$KU_*j@hJPG9D2i4SJ&`oH=s2QiL~Y^IT*c%SB)=^M;clL(o#PycQsaglLv4iqGZvIs07}2 zGH7mVoAyqW_ULbD=mLvD==s>sF>C_PNI&!r3_39GVWGU2m-ayIlDePN)OIcTgnGTu z1A)JDCAvi3w@dXtaVNY!^y-M*93~T6DuI~LU3NdB;aslz(!FxOBqc`H+J4`8zkbx( zMovQ+HdPp&ark5INsF(d=}gfJZHraw&S#JS3HaZiOs}0h=t7@;NE1?!|L{}hsjx&y z&BHfnX*0lXSB0R&1)Y3O ztxG?W3j(Av+0^^@Q$0rsrM#FqrNRD%hx3?4ffjFxSuahjj~XBK5bsdCcn%B>t5vJl zROWo)0HvF}JV`;WLya{N$eqr6$rr{S)f8{zI*}`Ul9C^f0RWR$^xb)v|-Kb$a4AI?tw>g8>LVk~|0c+Jki_ zPGEoF5`S{Xo7Qo^hs`gtF2Osmk>O-@@;)?MWn=YQ1wARMtF|ONhz0QDy$)546X>Y~ zqBojQ#l6F<2#z7(vH<-WqsGc?d^%A4KF%bJ&i-2SB>?Z zCU@M&rc`_WR7vr;hx6V`)z#O3Lr<`;wjD-G@hBw2A_tWzMfxfzNRQGp+5cMU-#k_M z`G=Ed==<{0z7Sms+T)z;-obuVipO5g+=Zmp8SaMPiMXZ0>kQ!R&p(>)i)$@{W-84i za2?6npWEj1(g8_smY?-Sj~MrB8mcn`^~Ec2P=!yKkyYeX9y6bqV03W~{ITUsy#gZ> z8W=}aS)reElp52n`|Ga)d=PNGEjJ_elXUH@vFgf zQXjKg(vh-u-Snvb<)7TmXTFtZagq|zxBZ^nebfHsA|1`x0LeT(juXwF1S~OoQ;;d{ z%S-}_Tg%&+PHrRNs=s#PScEn|endX}*+%)IBc>Dt1eKIEMcDcS3OJUu4+*xuF3A7# z=GEipzK>B+eXf^Q?!BDs53{_adgtBAE4GjuXsb%??E%*XQunHkCv?bhI=+=*1g2C z=`DUES(*K4ulbk5yGbe$&d)p}1HWi0D^5o^1gqS3n}12XVk7}&kDVMX&-mMc;}0`X zL9yaJR)Tf+Ylf+mImdB?xF*y<6*N5+re@d9rSwp)2548)Bp~R;EHt{m->%B;PJg5k z>6{uTWs7+ovVz1{vO(tl-JMIZ_>-uKPcJ1!j{M_w-;UtU=>R}k&FV-6G@$g0yY(Yw zv$V;iipux-e3|!~?U(90_sXPJo}Ofezl|)rz!#tCdUaLwAO?0^FZ`RJL)vAhCwiJk z9{1e?CF668gTzmwPEKz*wkLUEdkZ*pE;z?5c z>eUyh_9psJRUQ&xsE9+ad%6)3>TlD}e$I0+c zCtFn9r|@QlzcWcLn{MARWP$irxqJPkt$d@Xe^lMNkiUqJa+ze4OV9rsaIh147jR~# zc7cDr6h}rwp$sO-b_m*RE~$sf$Gj5w-zw7vnYIREOCjbn{_62yK`&XM&#qn^IpJlb zzbt2mD-86YPu zN1dJeJ@#Xu&}FREWp`Svey`=FL@LeN2Q+jht|u6O{t7Y*eK1?lKShrLIo!eXxwa-q zcN^<^KI`v1_x*kpShv%q1OONIm-GUxs@O)o6fCl^a6~4(zC8H&(2wrV$UHWinGl`S z^}W{RHY z3O{jLKLI>p4V}*_wq+amL-=KSZ@#c>QrZt$YZkAic3JW*gL){Ka4?kVF%MK7-_=ho zy?3WCzpNepdVn zF9|Kz`P)efYC`AwbxrQeNr66j1X>#&kw;Fa_j0yXy`*{G=Z%f3v^6&tXD zY|=3oSp~s7*dqowiG%uk&}RxgOs~>2GmG*P$_AV&DlijfR-F~!Jr@=>(9OFZF2ovm z`&I^SEvlxQuf4i>3UP>iq)TI-60Q;e<{*Y{R&j8YaD=}-NQvq**lyZ^2d-cQxNPki zIH|Y?t}K&@y26zm;2u#02D|?HZJ*`^Y4RjbjG!xO=Qa5744={HwOOr?5}>-0M^Wug z+9T&ck5kNYRrtw%4u0cX(TuyQ!5becpKXbJ8v!pSvX~^GTu&7H!!hudWz+BYLlWvI zEjO&MGiL{@HGnK&yLx$_4Yb1?aYAoN3$9@O;fqgjX7|U|_)gJ_i?ZPJv@_CmYiO7? z?)tb2(MK094wNPK^S{m>4y_-vXnI8iFF4eEX2IJgOpWT_J=}nJsQ=V`0pFCGWMaW; zzUoO(b6z=>%n{28mc$Rmk}z3bFT~!whurRVpvlU9Ts+KAQ_Z1#Ga1>>5qL~=W0Iap zA!=n10|FeQm`VP?Kp4PhPIeXESG99#b|3fKsd%0E=&sY_R-S`%vx&f(`cC+(RcXg$AK)I?ED(Owxwz`7*I+6JP%c^o13<7GAp6r zl5ENeR?PNPX^PNwg|LCxvMoQLLx8ri^p-S1_@jXiO5aq!iqA;Gk=Ga7r7Z%lr;}0# z>>w|hI`?}7r?_daX8q2i*JOlV{Vmw!Ioa)eA&#qMUfS+|jv+S*X-+h|giqsz{LN0^3szfkFeiwd&<%}COHdMkv$Jn9NbVKJ+3 zS-Xt4$)#@6MLT!DWsMu)=@}$VaPlJ3=6q-8O_ZJb!Y6&0-d9Q-B5!0*{%F2G6FD`C zs2E!{ol;7So1gG~L{Y=MY#m0KecW`qOPBNJ>GZdvj&LE5t;{m_4XaFR;x6$Nwik%& z@Qt#q&I1>o5&nK(h(h_cf_E$gMo9AN5lSlIYHb%^55$XvsmpA;6WJ0jdACOGIkm8` zx3ht*nK1AQYHXVl@qc7}by!qg*Z!GdfT5(j2BaH7kshVH1tgUg2?YenK?MYq66p@< zmQ-K>1repYK_#W6bAD&=d4JFQecyGRKe#T=?6ddUYu)Q!Ywx`_G4o)F$A&DX5C8kq z-)7GDCpj75DFKeJq2BRFYJPmkU%6!hNZ~DUOvlpVjB85E5dnWZ6A?fyf0Hxi;+~n| zo!ha~^v&yydJDOLHI>>p1fmRU5D$$}64|4XIh$8h`RM!LUf!QZhr@wv z?y3DGv`Hkv%E0mG7TzZQrqk4?GE_Q%;-@#j9VRbMxhmP>rVqFu`}J@6@u`<0)na?6 z#CIp`G?u>FQn=!x`Za`g_594Z%73tseMv%P?92R6yVgLCiy}rW(2&Kv1`=_VZ@6w7 z3qh}~p6&8`ubdbkKE#g|_Y!7ck%Z%-~r7k7dxd`Qs6&ke{?1`vejpPSShlTJnqBGJ#`KdUoR zgYj_zvBGvP__!vj2WlgRr&)0mGT|vFOZn6g*5J35ZI@hBPB@tT{DZ3BZ`QChSoO&9 zZU2yqdcRli5*HI-Y33HWeg;dec$K0_j|XV8q_XaiXO)$z%3N4Ai)v~FMoq8gBuC5F z*p_>~apwi%Tm9n*r&5L*Bb*U2V!;o`cGI{g?Gc2)6wq!*788pdz4DW7Qx<6Tnv9IB zPQB~lPcWdQ4|9RDv(TzU1^In5Ve@ckcuR;ZybQV_^;-z|NqbUsmQUMlZ0t-6 z{k9H3CrX#?7m*OOW>X~z^afS|$EoDrdBGtQUM+kVRWmcvnxrSnMQ+xw?tHSD^1b3B z-8#B-_raX0PMf};oa)LBtBnEW7sF+ZaE|kX*}`9}7uPFjKO5lV)GTe{#YAW;#fB9} z{0ySVGJM#5EOE-HAL2OCc=U-wE66jPLaZj?d*dT^X(C{D@&RG9&#UQtAEgI2+S@f? zaVCqt*O|vUf;qr;fy_1|oaYueQ@JorSX%<>ffOqZ2~Jn1gJK6-G9}p}3%9DvS3Jdc z>W0f{i?tK#YmY`@@ikSi+Fw5pQ)|3$nn7-Us?zkjm?|e{uoS_hW6CNI`-Jqx%PU^i zzTNO#F2S+n6OK1KRbl+PihO;}DrfxTQ3_23j=;X0YS?tV^AlL*?J`^e+nCs;0` zG8y@9{dnn-G6t*`JD_-v6ov$_4>3m!SkeNl@o_{M3ps2)# zUb`wUyftvTYgzCAx$5dZo0JLTdxnX+-Ot9}juPR;MxBNpSj^Up@HonQ3@-E`eXQ(}xE)XLZ0>2a#R$SXR0hADQ*1Dk?hfi+gY2DM__f z%_OEVkyU8DmGMHUld^K`Trtw-5`n`E*-=oG`h=nYVjCZ7p7IL8hOp*>tW1My{XGPI zN2-;bXVW_!a4ef7y z{$?wy-(c1Mv8eLaEWN!3o4}I_y6C*ww)TewI63szxsHTij{ALSKGy0y99!j||GkvZ z!g)3Fz0b0c(&luot*2AZX?3HuEd*_(uNmC@fp@!EHh$}^U)alsbc>c3F#WRSCs=R6 zJS@r$Pr8Jz$4Mev?%=08aOY#T4OY)I`{?#3_R0g^jn^_m-lu~Qu%>ZtxcKXI;l#uS zccbJ^E@b9@UqHl@xq@H8VNLojiV$>b&D)5{DOKk`VK}gx6soluQw!XLz!TlBG=%jv zknO$dzSsV-g8;dFg%+jIK3BSXYv5=ri0=Bu6dwtHiSwSd)a^;{64K1^yA{_BZTH{P ze=lg>t!O^2n2a^QoAav$a+iUQN*bSd=q~$*MI9krV58!6HdN}5ghX6LQLMRT^aB&} z==-o670XXT!k{RNpQ6I>BvmXh-+w7W0)?e3z_bySrpv6J(Sse5HY^`*q-LgnfDXSs zDje=w$GK;h9Tr$!5M_S+)IPU+Q#@d~H zw`e@D%cMC6Iv=j!qc?bgGSP)-=_k5h`bv22jRYx{?A+vBUUISv433M8jP}KM{6JJ% zR@%R&9{27YZMdS_i{h{Mzw+}S68kic<-k+>N_ovgR%8PCGWAn@-lC-Nq}$d%d|ki7 z=oyqC2nF2+5|}MJs8_M!^!{(70Z$>T-uXudup4V%Oj z)&!L%+4Ej1QLtCKa}fRc#OpvISG$d_Bp=^A3(}oyHyS9}EOdn}xey@`g$#NhoV8Vjy`Sgfqod z-DK@i7*Cqx)aHcO$B#7;lV71vw4$Hh0&!qo6a*ZZP#8BB6#hOa+F%UL)o7+=y7xu&^CgSInD0kDt>D=l3?hpO0#@nN;01TU{sV}*;pqG9YVsIg zWO7V3IVTE{-5*{B%wU2^P9sm7Qa*V z`L4M{q8E-i)yvD184?e+TMrnJ8A=rp@r0Ar&tSAI;GWDt`|3H!&5`9Gx_x=e)ENxe zV9`fJ88$|R0Mhwm6kk*dLbR3>l^q<}8k?|)8$-r=p+cKO70#*U)!bP6C64rG*n{VL zngL&iO$@I`?VFE$V=sS=y|)?{_1d(p50M4Onjrg4ay$cQzvR#-w4efkqg2pg8|+wi z?LtZNBZnn{iHKV&x)_znN7x*?WS3hN(~63^kzjyRcRclyvm~=B!y$x7LPH(AVHT|a zZ-{hfgn>78RHO5D$;Ya%l7%bsFkKm%o@P?Y)rzc=3@=|RU3Bm{le!8>O-9IA!%p!3e zMnqCyLN8-z#&xk~Wgp?fP5;?gUp>+41N`61J;-ZvET8)>Byxs2Qm@q>GsDLq|zO8p_$%me-cJC2E{ zU(`P=iFn+9>G?g~IiU*mcO%7J>5oE$oUthUmYji)dKB=Z>32K^z@nVJ{fs%DbXakA zR5H@I>gbSqd3z6i`}WE;RVXoXa&poUJPHz>LDugQ6AM{M)4Mhw;RNfQrq34UUScu; zOz>47;@RZ5O$-H+~;r!F_RpAvmB_* z2*ce`M5p-(S_ev21@aYaxn#5dY4TXlo%i}>prRzYL9PTl`z+6WHg%=lw?&YBIt#$w zs0%?tMA=|um#nsCLij8r1u4T)03H$0v$C>UV%L&}^J8j6QgHfcjBRUam8 zUz>pLYh5b{tg^^hlLhK>Q^;hYG>Zg!aFc9D_R}$(6h%@L`v4JQsDm?u#_^hc zlZdYKM@bsMdSj#iz4Xf~n<1z$mU&z_ojMk|9d#oZQj?OhdJ=_)+S{MylRwabI$B+0 z?Qi@x@q8p$a68>|tvxhgRTzKCgydLqZcK?l0 z2urcxfq_MMG=n;k8b5TtG87o~aK33n<453*oz;Uipa!(Un@OnA`7N+;Sk-IPDC7K> z*sFElqr*XnspH<>++a(2)mh&<(B@rQTCS%lPVy=|5E6cUhqJ}`dT`#&)}{lOM_HEs zSrt^Q+X0(rDpn!5xKw01u=tZ{LoSA6r?FQngB|VCwnc6M~z*dxaZ;Xb_2lhhejg*Hy)&=7MxwCQKcoZ^REl20oJFV*~k{>0r#O zZ44~pL&z%AP<737$GgjdncgJ?-W!uj;Q7eCJBg22K#HUcLL(gxMm6B&l~KIcqImq+ zs2m{*A|8h}i#hn~m}vCiAVo7+n(jA~y#JAim#1gtF42`>)DS@yVEqcZ4MT}C-NS_; zk%3@SUosUG0cbS&{Gjbm(JuFALKaPm;2{uwGGxAf|q0#70#zUfL-jX z3x|B>2ejwFO#znC*NysHiYc1yMP@mmCVg5^qMB0prSwZ}Ar4419n_qL&L&5%OC2;S zi)P=qE=cfNGwcn^br&vAh^6KUh=GamgJFK?Xxy zgf1};5Q;#tg2$V%MjFhf=JvqL>uun1k5zT_k7S38?1O_R2Z0Z+++NntBhX&s*v_=t zH<&x402`ES8PL=4x*sXeBtu{=yPQnxV<&KF66o=d?F{frtlzr_c^*z#?>du{D&cl* z$KF}uqor`VT!8O7Bb`NXFFhwtd6M${So(8MKdEO>ly-a2xgrj30IpP-b%QCaG9y)q z=7}Wve2xbdaI*;7fP}K zgDx7yAAK1l0;Cd^^|8=ba>%`c!Rr8RnV+)HI%% zI0z$f@pn~kQSWvSPr1Gr%vX<)CUeVA>T2UZP`A5s>*-uo27l|&moiMfikf+SUI zPtSO{la;HK4kBHi;H5>(U|~$AAC-hqL=1JX#<_u~-($HF(T3w_SYWjS{s_!JNG3QF z%Ms9Rpucr@|3fYXn&2_acJ-n)`NiB;fyA7@$F9@a6)<&$6MQNb=~?GJ9h&?rb8xx0 zpjCccAPDjDl3@^IqlH_DdzYj|pS(W>=H$-LhHYF!|Yz`l)ZATrEzF-PjXUY{%< zD}LySTvc?=pK-Mg#F7kau*w{8qX=~sG)F#)n|=oZTH4y`^phnOE$Z32s_JtK;_yP{ z`Hl?HwanMWGzqIaAm>S${2HN|iBAc(jzS4wqajX%ZAw@*0-fKjN+ZPYw+^1e*BK~G z!#K)6T7-coajL(Qc=q17?*0u4U6+cc`8gCK2cCzO=%6FB)&|`~2h$tQ&2Dqx=F>kMBg4Zc?YxO8`)MB^ zk&l<|mTh)CC5uVE95tdQVqO~l5Sx0a3Gs`P3i$Pv8Z6B6_S#bYtZ(GBtAyEHwntr2 zuniss_{(m`wAp4^+j-)(`B(!6b0|MY#|b-kM&B zMVFS8M1s{$GL8W*ZyH+KAx5{4ZJ$zyU6IR0jq{~3!8zC0{P%?XCG zv{VR5-jIYd!H_5t&})t7L8CzZFI1lgYlLOtld`B%&w}OiyVpM-nCf$q^h!mcG1H9M zZO3+9pPP-)eG*3fhsEl3O|N#bjt_u71N~+U-R)g3+?dUX}l%|$t6|a&#Z|HeMfewCYox(ub!cru_}F_KQD0# z-pb0uv^4Wx<6Y~8!t$B;mFQR8F-5)d6grS;N*$b=8$M4RsB7QirqR?r-mx$C_ytu# zM*R)^ZmK_lkMd$$(q2e+O6%z8@Z4Gatm#&N*0Qu@@4MN!ERZQNMv%R0-hD4k6IMNN z95$0XEML!I;M3$UJ8GhRTCCwUfd-eos|O@WqZe@DwmO$)_eIW|4g&p+4VuTFSGTo+ z1*#0dv;QPw1t8+?4mejdD^GfxURg0u&}`F@1%KT*O1RyzDaw!(xt6RSQKiCo+cS%c zC#1stu^)6|#oy1l0SD$oaXEgUH5|)eln|CySlr@~Iht{Wb{F<|r135l+3U5xbY+{~Hzi?)g6p+!qtqjTe{2fC}H|?uN^ea*=AC~3Z^*pUl0?U)H4m4h8xlcpZ|5v#E znHnYlkK5r;`f2U*cOWY%RwHh=4K;^wpQeIQW8ye_oLamOG_)EH@q7(qu*?m@v4K%q#eVu%vD{%Ob#P*oAOh-+NaL_tMV!@= z8BLCa%!_i|1X}~3qm&H+r#EIA9(C-6*D42vU181vi$f1Bx5L1HeuVEuK+z-F^eK^? zK9ULTsp*Rq7k$HFg~P@%i+tL_mrGnf)j_)g)sP8mWOSO=fq@xP($Yn(t#j5riY(D# z@9l%YyK6$HLT`b#+Xy#jP0nV_t%)}oxpC#Emm%%bRWR_ojvwhGiRXsp2}p8~_4352 zz5u(IbtTySrY3kHGPs;lB3&2}K{(myv79SB(`k);lOEc`UotFtLnEDXmrAF6lEwJ- z(R_vMS}P^F2A zAzooio^HJ$T}&csLMkzlSjIT~(*0z`6_XLc&w@cWjz=JxfL>f=|Ni~E?BsQ%GfR>t z7q75zG$A43m#ss2-wJs;V*S7tF)2HR<<2#tQ6Gv*{pGumEI0eu6Ng+X%ZOCGyrN+p z!Nuo6&Xu~J2j0myNQrwC(CXAr5Btt=~gC`LF4C(qBr@7p}m}gJd3$0T7S+1DU$~BCNx6x4*PyY8{Bk{xe zT&cen;w2uUikz1QEjek6sht#I4F&VEutJgUC~%C<6@-o-@V^On@$#ME3q+RT+AR9% zr&*bqQR=XeH}3xFUhm}&x+O>LM^rfe;~na#9Ri&K8TjtT*(Wcueucl@|BccsT(Bw` zXepXIXh9`7ayf#7;$9vnkY4cld1M3`s+U@gqg_?w@@>^rE^`<}5(`>C^YAO|*nsq& zINqb8Fu=1sjHUDIZIEw+%*=rFZ#=C-BT55Hq5x@+$Y-2-D)4Q7P@iHG0M85>QXxL@ zZDWpD_*KEnw-GKW?&Pqa9N6658;?P%NNEuVjZ+ffn_@9|Qq5FjS+OhW(!=0f;QfIQtby zZEm4>u?wC_i@|393I>qUiNvR+{&#TLtX|9wtp+&sF?Q%*)JQFR{uRuMIjQWcxBm_f z8^WM61nvvKML4mMLIl1m@4tdskr8AuH+%t#SCySy`R-o|I4Qos4*!D1&8yt9K7#)W zCd)&1Pvi~_C@_KKXPLf#0|wvfmsJQfmd%FpvNYtwK{3WEvcGx{%i4YKzzRe!4 zNayr7AK*0fA`*e%#!{@bz4=-JSeA$BHC*|9P!IO|J4{SL{iwDj3|wQo!vyzRsf{N zKyMBSWSnA~*8iS*P!syG>;#kn&403?AUgf$;b22SQ5@mV zQvdhVgUXPF&1Cwn+`F8F{BF2`jJw9af|hDYB$$Jehyw>?-% z>Y}wmGEaTB18k+vrd6JA*cd47>;h0g?%;OPrYST>QzQeIxZ?!^kf*&*m-XT^Y<`&r zC)9@xj_wPg!{fOp3eh`bf&h{D42!qW1laer$D`!V6@b9a%&LQ${A~~U=$4>|VVS26 zrRNWecmksURAw_-onHcqhw_yJq(kJtnmTIyjAFBdgB@cFg{YfoBB|t60Q6#Ts1KR@ zGwl16b-6kiGSuJ3c+aN$a<^Eg7M3sQo#oB=A~LT6^A5r9c82%^Wn8c06Ff+3%3bnHrd4vb78mT`0l7O`-b)@rZYBgOf)jO03&{ADVL{ z2?c0K#XmhqQDWaut7Hy12?K|B+1SEzAWHyd{EGZxpULTj{-u)1`>{Pd6oBY)(e*(? z@BLR(+a8e+g^&Nr2z9AupK(Zb5c4qX``iyzGB4PGe;PY#%v70^uj}|LA;U{0>$8MU zVHZyR=i{#cK!7>o>%_SK2mH6iAmC_aPAZxI_m7Zh2^bl${av?1_rH;dAMUuy;Z$_% zKthotU+oPiyB7T>A6XufN0TZ_A8|+Kj8?enHpv&Pn+fJ6Kma0~?1lj3kerOO`{n7E zTQ(BpsLT&e@3TtuK>6qXEOjn8@Q$4vQhwlu?{sq7<~o>Xc#9eD**(JeJNlLHQ=U=R zQkAA<9P_Kb4CCwQlNC=A;pDzFR#ck83r57eCDvFsIpN=Dkf5=K>OG6HCqVaor})`# zX{74p#{TP$7%%hKM8z2n(+h1Xa<~eQ$&6}t)5LE#SNnYQr@ONsq4I}I4eiBMFh%Ul zcSaG(1*5p(FR!)vK)GI#C4iVpSNA7NX1sQ^pyi3OD+GM6y5lMWhj zUad$3Yv3$cqZSv)J}cbf3lAM%wq9VKn1%+rin)6(!~cSyN+@gkGgK{BnM-Ra2G6xY zxq6dshn;VGtaq8Z$|((g&P~|Zkg&O>f5#CS=k)SCpX#;jUQaUq#nPnRuvh@6-(u#; zLJJ2)&R3ro#gX?7&6u*A2HA^wBa-wY{mhOez4OR;5Pv@gNyp&>uaU+M%YFmtN0#&o zIPiyr{)X$-)ia2GldH*?T5z1*L1duL-JF*APb_EDgYwIK-KwIsnpRrj zUnLuhe}1(5_6#bf{zLpjb<&a{l>zzbZ`DW$&{Tu!bckFdUqwIxO^Wn(!G z(3TdmPWx?-8m~Vump{@-j54`8jT-J%jPQ-4*ssRN+|~d$piDnB(YecW*Kugz#Dg!w z@tzjFU^#C-dd28;7TvdD^ExB#>Lq;5r;%nk{I{_%5;#7eiI+RhAZtD02A5ozyQ#d0 z^VQBBNn7=(iX25P%IA>!$Hckp*ESXx5Q1fb1;2*AUYo+xBv7yc+hGIk2l2BK$@|}J zX29a>dgA4(QpF{|8$4{Q-uoHg@|0%xu*!- z14aW*8d2s=#MdOfzZd503y`6pV07sUI)?_ovn*M-Ehj=fF1GY5$obsa0r_PZ#r+pt zfV_l+%&LK(s;iun_RH|mbAh5cuY>Ih)*lYutGvnDf*$p8H1mlILB49QHj^zBNPfd0 z8MuMHZ@6s3)i387X-FDuiLk!(w*-{^RIqp8WM@*4^ZB4aJ3K;2oo~AxR$NS|uHHf| zHBODIqpa(uLMvQcOM4#@i3nJmD;yo)L>#TC{YCf;Phq-W-dHsaWW^tM69oNMtv{Ou zF{q_BKM?6tI)lG*I~h_Ra@I6o7@vj`Gp{;Sua|z8?qOItVWNS}n=ctt58-&MtIA8F z9|mWpa=tupMf_D7Jh$K|gf3_gTuIOoWiK+Gm%!Oagn8j_edzXXJHEE7l=iBaACcRa z?9bMB-|+`Lk54eVGI$j3Sdyk9;V}DIXI>?a?+5v$WNXyg_$VNT8|WI!GT9XJ7dOmg z@O+xj$Mq&mXTwR0RuWH8WB1;MXAT3C(0w4ht1x|J!%=g5Y9Aj4-zE{`*R@WFogg zG+3*^4Dj4#i&=a1kgI2sF})<`5;9h5cy>g_rnkVG6uE3VD!sI4|6 z1mS33m!{x7*p~mKmQs6vaDgt}>_~L5T`9qHZ~mhbcra}n0Zw?_0!p{-FD}EE=ydU6 zK3F2KaF56qg%koMVs7g`qk(Ps^*hfU5jEN?OUB7IW!eYZK_i@`n5*{QmDGU5xH?es zRpB8gItOYDMfa64kbI#I|0`xyONhmPdtE~Itb^IF0_Vbo>ePy>D$q+B{w8n%-HS_MM>WEToH~*p#$mKRb$6d)RDfQp6-ux|O z%af=maFs}=U?Q7k8r{bDc=3>$%AWy#|(6A!<7wcF&1d?!| zQdlqf3J-3g2AVXd#TS|o&@(Tp=ILy(H6H)OHte*aqq}ZB$i902<%V$aJANXTYV+jp zuZ`Z{QyzH{IKNC8Gye?#FZuTAZ?vYkG-QtdX~>i+>^q~au?ck!k}WwD%&j8|CwxFf z;u|7XuIq9;3uy&2Rk|@PpYA{uC)U$(0|U89J|6P@g@+1Xy5E1UV|!^u3Vl_d23q;! zPb)|Olxx-VEYJ74Yx6xe!gr5~ybx+-I0Qs~WGZ_jO>c+I>f0ZO+>p3aV+7dfFoRNy zVrGUT|2hr80Y&()wgXTD%9!5YoJFfg!_<-^H%Dg`ib(^{#~$rdkLeDbrKf%QMMFu7 zzskS9v{a6g27j19fdtU{AIZQ~#{X|K=t$(BW?D7ol|@cheaVd8v&@b^KQ!dksG@!~ z^lbe(csk^0>OwCc90LQ_HYGr#`=cBZ@$b(8s5W_j-1GSHeXXe``KbvNg}D1>LF}HM z|3GLXA4$IG$#AuD&*?3E@Mn}*(j7}s{%@p)hC%N>c$qF66!|{bRX^-RRpa1If_n8> zo2VDg0uOG^Bf?LS6IS%N>ij$=cNE$poWLu`y{K$p@dy0zQh!paI&te5)O$SZN?Or( zHY)9n3kVEM#hu+@Lr7$@AFuIF#eJJ8@@l}|PA1$}dZl4k>g?>s>z^Mmy>`@{F5we% zoa4_i^fbV>vt-MjS^`|eHS##q4uX0>14m^}J!4G2`A^Q^o(l31ix{Ae^FMs9Nk#|a zCo5a9aSiMm=>^F5Q``glybE2gC@odwS{ns)3LG783}}5kxISpOe}Ee~J7cSXsi+bJ z0tE}k^-zS;6#Y?;=YBKXm2HMX0BP%7(k>7}vH6Auek6o!UIz<(t#&bRXgx>{+-lI$ zpc0sU=SY`Vd@!eF0~L5kol%>{9=Vm1&};ZEae`!`9&S?jOgE?YCz&*4e(vGGs{SFc z|Bl1#gre$AP0ePu=Vt*k!&ECH&1ivAFb6_2x$?;gn&am;dg5sGoBLmzgDf{K&CP-{b0Xl@BfGLAR zQ_-8(g20A1Z>VSbM(^RPOT=Ha!McYMb$^U@O=p$cNv#!#a2#UBuN_}~_NMxFf%Mr2 zjMZ|#VSU8OT0%6U>TI8=#KFLAY+ElSkkr%k3M2DPb!7aOU;-{se#0vFa1Mi-bem>3Ky%?TM8QTT?wpX-cD6VnmdE*ueZe}^tz=4ogP=6PlehuU6|PT(_^2F$G9^;!RQ=96w6tMBh88h=3Uc0YqD zgmW-UdA_*9dK?4Rja(TE+K{g_g4O1_ylMeejz{wSf40VZQ-HvJwP;nrn=eyoeY~@a zN8IH}g7j>&tuZjKzJ>7O9-PHZ4zqiL4=3(q=c>^Wr#u|tY(j`JO3OdQ4UU`%)yYd$lnE2B$p1@RH) zVj*+&>{#P{6fQ-^X=C5(S+Ns52$1`;|H?lp81QNlshULDGgj}+MFU5sscoKB6}*%D z@mkz@b7OgucVUUSry(0Y(y7jgdOGK8JBfm)(+Y zI?}B~{tPoS7nGhe06(9|JY(~FJKKiURq+$dcSl*O_Y|)`O%_FOa-gWIL{`HAJ@A*m*}$G{Zv3 zTVbJlIxdRZG7BP}A2@K8^{%amOz#5LvVJU(ZIrV1LQov2mM5}(jKZLCltWPRr;!+S z3AZQx!v4P^-@CW@OC2l_Jg_f-5MQ~X7jW)*x5gLudz$2v@II@Hk-7fYqc?odD5Lv( znGYS9kK{3tm;^~J@BoE>%4Un7!Kl=+r6Pc^(l1=L$GQ$zd-%*}ZZIJo^eSyocjKdW zH;(+HV!!fpZ5p6ony~5xs_MIr`-Xwyy}OTNC_c0}H9k<8Y!cj3*t^pEy(vtey5^zL zE~S|BwR1MWn*WKXy%ZT0UkPfhK3kyzM5#@ zmK`lNZ|7L~(9r13VEp8%tbW+XM+v8f5P;dmcJo1mz=tm7uf3jcefFJyk3C&aST6Zp zfU((-?WN<^tteR9;>hS^DQZWIW zD!Pz~#~EQyTni*U><7rqAnt2>rh_{0{+{&K1I(x!hJ3XfXFn^rI30ZX&#H2=!2xcdY+;8jh^lkewU^ zXkH#~iqFb6Xb&6$UOY`$=r43(=PEX10EJbDW&+%Aa42sQCd2 zT0XpRQ_t7mi?lkXD7#zhuX!E|9zS$zRZbMLNEWY0heRf>x?wgml~Xj2Pcj3S535Ic zqf`p(ihcHGb@g+iHnRu%e#~Xb9Zj!NZsQ-}oVB$ad;AQ_^S;))D|;b(vNdP39AZEv zTfeR?K^MS!CB&qCVJiHEooTirpR8}t8Dss(*nPYB*=?#S%^rG#k1H72tyabC&4e9= zx5wXXKH|M`lA01rGHPjge4UBGzQkB}`~k$MyP2V_Y(HQ3)xmcROev}C?QiKFRkdqo zrxV_b=AR#)#{x*9W6M1U8LMd)mx|YJbJi)oClvK0OozRzZ-u6zKymS4(EZk>^@^#w zSuLFa-^IZ9O9|_HR+yFe}@xtir(*k! z+rhO)7TA82fMf0B;XbKK&I~iE6;c3$2-nA z4@5AZenbyO;n&+SSI8fA$lDb_i3ck#x~%d(N7D3rTb|wHl0dbbSSDo*d9NO8$S3OmN( z%Dl+iIKTqE22WF`dAqF!@dCn7qw)>##LSNZ4aya1-w2%DO}h!n5@*Q4UkiPH2V5B% z**&{gk2NMdAn@eR`d(-12gjX7+`SUal(05k_vq-8lc0;WRtIh1XsF^M)9~)y+q4t2 z7ntsYqptgUC(q|jwTeqi>4rAT>gV!VF+bmGUTd4Pox=M@0|UNMDEj@AGbM{ec`lHt z(UOMe$3LI^R4=R17Pnw!$ZXgVSN>)zAZ!@29tpeM-AhD{A&tW<*nmR5DDU4T>-w)`QdlS%o2=X=d3;8ox`eX^&k-(&;K z(8id(R$XIbi8Ax5_`n_7K-ayO==CwP)vb$*Ofh~uxt_JT?~}=ba3BfH0sa%_A!vd> znPJrLO7SM>UwJ^8Tob|Gv*o3Wv)-hgIjQh?SFJ~?0j$K^%o~IUoJ15CIkhPyRDI|4 zv9uGFZ7P%-bHVQSp4UV<1IRI#zEjqI@76xvXs4zI*W( z7WA5z3tl}aE33%!vo~UNioiC72X_Y~z?xlczfX8_ww%%Xkesgh-XaMU;F{0o{bx-Qu8gSNQpwwU zPw?*T?wX>pYwmXGuU`K9!Fb^k6A`4{Db%d>p>f04x_2ySlCHk`VgRNXI9)NLvG_}) zgMXZUwY#I(5%XTq1Q_7y7?GpPFWt0tvVVh5SU8`aWIx#oQvmhdy@M}JJkxF6a9X|(@hBcOW%CHq2OnO5e4P`=E<0sXmz8t&X8m)yR1)BV| zLai8Y-74i(R@wa&xnrSj!2-c5Cxqb8ae1JIZKS~aOxYu=dk}#8YeC}oEKkgKF%bvE z^FFMbxH z#n;ZKp3N>kxFS#>iWnkQ3+6VlAylOkdVmBzu7(Yvv{MHXG1ygEiKQQc+RR71yy;_| zRtLilVi43y@dj1K>Nkb-k>@dg(^`V7OPbtfrtG{4UucY0cJebhz@iVvZeY?r*e;mdS>weuy=BG}R^d5zd{1dQ}Y)_qRnv zL(!1oXq-KbM|{Vby@xxTB;q9>;SiwpW@_IC706$}Z3f9lqn zX#*Xkrx>qldnn-RcYYI%6fbYxH?JDRkE-*o8R5)OxY3rC`qrb+WhsGRY@>mU0BG7q;s;+bEVaIkGV6(Frr7$ z!Bhw}V_?L86zF|T%h(r>$aVQ0UfBrI>gX$ysG_qk?NTXLMk%YTyNxy-s3;eX%Y3Ev zkE~q&%WzQ;Vsy{Xg)*<`H?3%$&ZQC0z-=509a`qw}?@@EVy}{^MG|q4|?%w@a1wEsMF0ZIdhK;Fyb7xfx4-rZ`n{70!J+Km{=$RiyNRt|N}&!p40nu|B7ai~L`2Db%O|=TtyH-Ur^s!?3(= zrz=0hl!)`}q~?C58v)A>GYZ`irqf4sB5KkLj3>=Jo!nDvOs$(l0lx zre3h%R+S~D>co1U1Q=+X6V-~CSZWOXI;=8>?1$X=ewQ^cgE~@J=)?&Z>}p8k`$6Ai z{Vq%4(gCX4=4!&Mr(jYfx#a<&b6In9W$_CZ%bNkWxs&?15pB4n6qg%nwzE9iIIt=E zHr1DEh=4y9aT9Vu1?rxk?+n)CB?)eO)W9sJEfXA9UI#s?f*hB)-T>wknE-E!x5BKs zdyS-akW`ji(O@P?@yqGiLkej|ow$0Q#F9m4#PpJ)S(NbDr3#>Vp%J z=#*n4r%lG3C^qj5c)!tIov|gUEu4}9tuhApl))NA#+4KqIdud@dvGD41FV=i=NKnyF2#O_34^wUSXs6m+RlIkzzdRV`)4u8k(7R*B#ZgoV1@L z^?Bs9k&yoL#TbJ&DllORu8)Z2kXoj5#>mx%{akv}%O|R~RaHx>S9q_D<9hYnvrLEO z#l(_T$`2D29~@-e$|nG%|1Kp}X~x1+?Kkv1=@UJ5I82$P>a&OCdspPGjT|cn+~3~GWHXdK5$#6>bkfmC+v>Wn|b?pFNyi8oGt^5iyPaA#)JlEe8};n zq||+N^0J@! z{YHq{t}A1+?@39P^9c<~%pxE@VdUB5glS{*1EE?8hB?d624jCrlJ-6YH6~m{?}Z%u zzkpdb|C2`UvBaAKVbEU-sX?OmXJ)HXtm?ClIdyTWMioi)k?%)q|9h}Yb`VrlsVrB* zEKr_xbe_4JJkt2x$kp5$GBA@@mBwSQ?xvojF@s~TXfk^6U`BndOf2Xtp)hWy`6TkS zozllox2}Lx3?BqucNCl)#3clRJ$P@&g2PIlJLiF^S47!_S~fjV&1{DfSrQUC#IrLw zrfO5cGePizF;UlZ|KPVofUgnr3VS#wzM=1=CV7KoQjYWa;!hmaFdI+1PG$ACed2bs zeVt~eofsp5U3u&>qX`JNWX>{KBv=;c&IT^J=KY*yb&s`6jInm2{#-BTZ0x<#g#**a z5B#cK*RTZ9C>3REdLSL*AXKH?(37veeDKEexR96s?g`%NXw2?0AjM}t@Y**)^E!L4 z@W%QY|LUgc$h)H)QSf8e!H-pj^5dqL#+_D6fY&-vK@DQ?JGeDj@L0$2 zyF_U#HA&(~!T`7&R7ysY{NJ#Sa>OpEurtuMuH=&J>n*0!nmf4`K9>5td0}YT)X}%w z{&Q8`^xx*M7xt}C|895rS5?{k2W&zl5ox<&U!2b6DITy~u@qXjkrJ7iof zfVr2;F5p!E((WwCG2#_wLaNh0<27OV)7O8|VoZkU00mqHwfA|Odnh)HI=$xiCAn8} z53GbYL{(ats!ws|uddiq7;`euso!KK>s&GbAU%KGs7tYLbZB&!(2Si(K-qxaNF@H| zNI3$@e_Gp``-H%$s$E-ap_e}rnM;ak;`z30idu|Y{%5_kx7L~rJ|C19c!-UOIs>~Y zxFwCUe~>5FC$MYOYffm!V`8<7c=$}zk*<;&t8YFCZgi+EC_@3rL5cf7@AAw4$Jkp3 zMftvQqr1x@C0)|pr2-74>Dczade7k9`_v=v|vLNRa4j zb)Va)-nWoS^LNjLCNF4QAO3&I8@!>FZ8q{{nKv`Ke%WK3Wb?f0Uy!1b zC|h>M*-OoltSpu-egaU)fVNcB(usR?aEdhBmQq%kF1!6kc4I@+Y+Cy9GqL6g^~WiP zP#;N+gAhntqf=SKpROSJddr-;0H4o@Eo%P56+rEWl%ujp(|Gy8JCS8R=M%y|-|!-J zUVJldK)))e^Nyk%O^_Lu-Pr2KP8c?`Dj9QHz;`N8`_ zCWrO!FY6#e1Z)=DT%N@7UDW#x3OTB_llRFDeKM}6d|1Y|4lLej7oTmRe@5(Ng`VjD zW0*B?{q>q}8D?NFydKx91%PO+ZTkL8T;l7R0}DS2l9M<1{SOP+`dux6pF|ajg$)9} zXEnzo6z9CM z8NySa8Rp{x%!iqh*hJD&EJfvf)083I!8KV5GLL2I-3AWM-q*||-prY&}liHM1b5^-6#Fn*4Do5 z_S$9syM(QOz&U{e0g@`={d*nW5XsU@|ErYOLz$^fx(FjNZQ$(E-DxM$JDy3SU-gyA z3}ivH?S60ZNkk;^!(i$N+O3vfqRh_>X~$$1MnO{9&q90TFge&T3m>CS$oqlvJMNX4 ze3E}C5q;eaK~u{L$&6J>k6)%;nsZ?p}6l;$9V=?l3lS@4Dg(+QA4 z@B!0&90+E9E)rUN^I7%2`HDJ3e%e%?%IkN+FSM|J?fn5n1)8K?Oy`-s;pgGk?9VJT zIZ~P(eM|IO=oETLIT<_~Izig^b-dZ;9jP-0t_C7~Vwq)g9p}n51a^MP9bKAs5Gi$*7_B_} z@sjZ?2`*&H5LbcHHSkK0DLdEtWmZw%Xx9sjTESTIrmnwAkJS|QOtCqA4H@J%<79@v z;THkOffHxHkI2VX0^FQPFoYft27(2s!f}vUrqv&$BP4Vv1ObVtNCbsplzrUl6`kWa zz3)P*qZn0J$X2mQEs!*i{hL30(b7z=&dxWsgd%2&k%Jry!nj5v{0OF6CAUH1u8z~4 zS8Px1r1^u1OaHX=SZV>U*yQ3;v#jNhY~IkeDh=QSdXH=?#9+YE1M=xUb9z4C;rjS~ z3AcUcP~{}i^y%jwb_oGrjJ%X_Hn({eh-Hs5e^LBG_edV2=vkWQk;yWYe@OLPNY==jdT6S){_`+P`FHQECu5yd0rO;Q6OeP>?@T;%!0Wj! zw*`s6WA~%GGNHj-yNp6h+}^9b*gcTjJH5`C@eCcwoplfm?u`cB`1}gUTU#u% z*8U9O0iBbkj1N;dL3nffa+t5iBJv|}kMV{gQet_i-^g6;-Hhqiz~)GXl3x5YeEpR! z@k;J-In})!dARkuvT~C0S5%68yK_eiP7ac{w&KeU>XKny+;n%E7lL5lFSIIv3W)i$ zgrl^c7<7aarGDV?*M_F&nqsg8ZH0ePY34En?&!`Vry0=@FH-{W3sTZ^?EXePV4y3K zTfvE(ntNm0T~xz}1!bIM_pQu`{0@Ou6hyaYK->*sSFA#KCdy~${@x*1ECVkBhImh9 zCM=Vix^^ZIG}@IP=&=MQY$Qu?9;L0&`)}y~lfp5T`f<_j;v@O&`yp4*Lj&O>1JU35 ze@?uE{FbU>zJSHkh;VIYp8?!n#Ps7W;qO!XPjo=E)eEYaV}s?{K92TDaK|9jm@hLF ziuKmLyA3L)qEfGB`j@BP{k5IECOfFx>KXoua#vYWKJawJfV?6ET9ops7d>gRtysMX z2&cc(u%tn%`AjXx?tvX_*G>&G(kaRL)Y*JQh<>(_7lao=qHgv31!jfuW7SQD^kXNL z^Tmd&=q5c-Z5Ssst(tNA9+ub0+B7{p&Il9h ze6^FV@;8HxAINnd(1|PXR6M4FeFnF72JAH(72H9v)aC&4nm<~K4Km#vItBYnBn9sV zpav+zuFXodV;!D9u$iD3cf~Nwkj2-6)(`;e2tTS`4ga77FD+}xQ+anL;|0G)Ygc8T z+M~o*c+IZ?1aT?!69>W}^QVIIA7(V5wS*xgs%BgAY8xaYn?aahzWoTyku_0Hw?(;| z2bWRVZ58CzgNt<2nqLgXPErcbMhtJ0xIsP5$9rJBT_NAahB-Q?vT3Kc(#s`Zdny|A zas`N-S-{zufmsK^6SLdS3-^Z-Ok_yrq+VQ-b5Pz-A_jT|B*ydPg#Cp}n=6@=fS7z+ zg@s+LA2Sg6W{_<^aAUUt_$hQT{%4};k3Z(IY0Oe5KB^oiW+ zkhTkgkAFJjRe01x@S^L9_%mOva&1*}T%aky10+sR^80zWxdr$eVydajsk z8e5XNV@_21NB!q;L%f~@xP4(_ECs1tvz^!+bI>|!7zZ1lF4#G@s7X&lAz;i`{AC7bW-58kPjr?I z1l)PXDNfzEA77Siw55&)+wK#tK9XAqlG=2HQ^mhV6|W)U3BZ!LQi}}6{!Z7cpQ@gN<>VkmR4SC-6f=ARaj)k5|=QKx4 zDbMEeq~H+6m3xgYaejS`joP2P(D1;bRs49#^4iy^`d#E;!|0PWW9R^ni+>5e(izqBnausykX4EW8R-o|CHn z5}TjDt$sDS}0$yH9yn zh9l}o?nA)zKw$qE_!)W#eY-}u6FKtRqQNgpu#mOlQlI;({aZ{s0+ftQ6Fg?`s$uYAJoKOmo(omX?+UCcx-Z%)UjNj- zs^h@*Mc&YRG(fe?6Dc(6(oNjRuRvS9_80y1OCUhM86xdZR`)(_!&-458H{A*9j^`- z3;<^K=2KG|XK>m9nf0AOeu?3}nlu1Zkf=CrNoJ;nH~XehFaausf61S@)VG8-5-=t) ze-;^&;>UZ4T&Mp&gk%IfJEFO*T0rj)aF8xMRv^QmX6!v0$Gido+UW=D4N-Sr0!0&= zkbf%?a%JSG5Y{|vB?6QSY@X(uNUHb%B|BRk3EmE1`2`d~Gx~S>89fKxc@bf|2O`hD zekr_5qqS4v=_2SRNXRKhPgoZfECx`vo=+u0CxE}p-72OL8aDQdPWGG7 z#SsZa>vf5D7n0P3UhfYB9*E*Y!O;#=ym>&?{{xjF03EOb*?7Z8WDF3=Hb(jcjEnS! z&J=*spH%z*k7$1x(E6T>$K=Q^qdt>(0V(GfX5}+h{c)lG8xG`J^UbS)d=bf}&45(j z0lTKm+{3a=&%|%v#9xW0-vow8yul2Z%opWUmZW{9=$oN-teNUY#X+1_^v^kXBr7R~ z{`6Mn2mU#n9RYAuUVIZ`Pl&y3Y<9;0rJwgMgM-A7yF3KoG1%(ur(=)oHQ+!6*O9t3 zDcQW;ZL!1U%xQ~uv0;RJ^pP$J(~YMwz7w(XIhSZ#c$PY zt0G6-!bg3#%LTYDi9RN%mc6|fm@}B8@;iB89gNj*kYavYJd&e)U{;dHFw}*&A04obmcb=9i93aX4{`U0Ry)DJ z1N7hxW${HduV|ZkJUbdpr>h=~*#eK9_+`N1Y3Ph|XHW92O8G*MpnsCmvJ9R4kEq=8 z(6~|D}JZV{7J5-cuQx-~5a$g>E$V1Q~v1_gau+FZFc3sVnC z+X}C*DOuR7a$nEo)R&5WnMT9P7nPq?BY3q`725jN5?hMm?C_y8FW^_g58SslY--y1 z&o=}?hq@qEbwYq6kh2hy0wkdM99XXyX38P~B7=5 z0ewNG0bTarFYl}m(_wk>TPLFl?l00TUsFTja8~G{$-7=rp3sa>D@P#%Ito$QIwH2Y zWGMXAEz-FlUKSMo1AjLut#C8J zyDpH6xXEtz@v5&DhR$*wy!@!$YKr?vNR_xk=&`&M;3ZPGj~YAp)opk)E(H zPV~etu)G3aBc0UbdZT!9U>grFpBBdj+IRVFobetjY9@PnMA~Ju!uPZdKiuYDRDY}} z+Ic=?-;yhs?qf^1Tc5U}aK+^8nFxrbj8VwYgV-uu2?JM(?G({kTsED=YwSJkpy_dr zEPXifugWt)X(_J2{2Tp42kX3u5wjE1YRe_xRzeLwVkaU!XWVMk#Rp2rwG5|33FxPt z|9^dotHuax<@-qrXdx=QzsqkRa(r0Kkc2$%FwgMZIWJ(clJ=UQquczp_ z34zfPWM-roJo(;X>7AO`f!L%A=ejyE{=hl)JSvdl()>K@Nf^@Wt0<&civihY1U}Bc zFWiTwxS);eD{JaIx0hB?jeHYsCJEjur%Np6hKRAC(a6Cp)-ma_mPl*!413k!z z2e|qEar-HB3FRt`vB9sap%-j;JjbzmZ$ILjipc;x3~L4#Iyz8VVo0lqsPr>H8<$tk z-GI`+z5N^~=^~Pb(R$9Vpa*g#dDaf&nfHC}C({e`dr3^PJUr^SxZ3N64C%+ORGp zDzE|RRv>TPovLYZ#Thrq@huG&$kW`Vrg;m20E4PF?qz>!mV52qQ}b6mabZ|vnwMoj z@l`kO$@4^{bK1YAO?nO=d3Y+<2UZ;5($l)@LRG*oQQ~$=LuPWdn!EZ1O-Ag`7(GOP z&mnAAk)32!%_JHGf`O1*&Wy$NlWGRU6deSlT|R$XCm_olKs&xVVY9zM5n zmv}HAu5pw$&!e0frRTu5_}AXeW0ORQ;B+oa8X#J`*M z2LMF1l5MXN-yXBI8wzwQY)1=8sdUIz+jE1LD5Oi&nDD-xIJl}bCVIzb{3@vSyI;@D z7?HMfghC~MNzRCOAYj1bwh)^m zU<-I8f#b@p!xs&CeXuiJ>}`V`4$1C&NACXDhj;>gESzBIz<1T{*+-(9)4HkO()m|B zfTK@(;CYfA^wL@AHo><(mH7@Rn;^(w!HoLYjL-%#Simm;_ zqs88-9hB2NEH2{878!HL-d7WEE=#)Ew0@fRI0~HB#gk`@>c>~|WB5Gg>k%aH6cB&b zwoWFv?Y>cQ8(C^DF@M2fLCE$e2nAZiI4>=(>0zs8zk^%!{ZHPe;Td1(+(m4rkZZAn zz$KdbO#ZtkraJFw+72?ZY=4* zd_zln4|x}l%wbri1n)D`awoNi9}DwN^>^AT2o+N+00$mZ#Ejz66Hy!q^bh2FriTLc z>m(*>xpBDn8b<*CH-gDIIqUnUxaZ|T|AD6b?WobWV;KI2Bdm51G1iO|AGzr< zWymIsCM}+guEg-zG?w|J>Vh8clFITdADO5_ z+s%-@8zQ}mL?%?-Zi6xy!R^d}|5v95qon}X0G~Z|owrRTjXW@;jHn>#FPb`6&9Jq% zjbNmNu!@F!b z`2d!ws2(sl^2={Cgu~;Yx=Sks?bH(2q#o$1MZnaQ&G#t6xSqx0KTvAO>kBVuEFRoj z%Eh_*2)ID*>11k)K|`re2~b1j_w&D0eFCJjVtY8f<3CKs$Vkr!(KYy0tomavQL*S% zktc)w-|a6Jw2Sb4Od5v(x5|1)O;^(V8bS)!D-g1fmup?w@l@cfj!NX?;n%eKuW8M` zM%Z9#TxQ!%Kb0^c`(G+3i)r;LJEB9=Zju1@k6SQu%g&d>dTCs z&7d|T0u>uwlj--fMCyX1mc(D4BpFfAIFzGmztl9XHd;g-8Ijbs`4g=N{c|EB1vs*t zomL8g@shh^?>qiY1!}I^A& z!d1`n_C8MHZeqXt0=UO!g)M?9NGeP!gqw^bVezye+9AV#zDGue#!X*JydLRRF5uOc zCz(cxB@IFm1|4?r<=_b}Z<|@Q4W>I`O5_pMSynLetE4#| z{Z0ukEr#3@{|{FZ%&{R7$W(?;fD^laA6#?lcBd^mx_=^Z{{weJaJz#h=?K)R8~=S+ zT7p@atw(9LUaM{?A3L&0W5;& zez(yE@T>B};K&y2LF$udBSI|y!Hg!sjnG0(cwnPaGlGU+Q8%L z*dN}okvQXH=k>N(zrDwywl@%g{^xrKw;HNLyKh*21B9$o*Gxc937iIYcN)+S5HSoc zfIQ8t^D}Dn89Cr#i5>Qd&*WE^&H_)iTr^qO)0EfN`1hZc#;t1k)MiZDx(l}vtqcL8 zzt9YhYBkqm%)gMXDxx+-9N^>^IzN9pxI6p~f-D9r-e>-_c)w-<6(7fb27>p$mq14k zK{`^UIoXH0ETOs!D_`U#OT7mzR}ZRL04T2?@7jF!NY#!Wta*C&yehDnUQbAVS-j}M6D>5fBr%wxIT^Z` z`r@K4{z2CFZCfE+QgRcfbQ=DA8o{;WKb2__yOJP7K#K6JRTA0PiUbhlpv$%rd;f?h z!)*!z(4XzU zOI&#Q!^SxI_yFGnAM^n5!r|@WAzubAT_78T09Zj6LTDgi8j-#q7&4Du0Pn_TMq=f4 z&Rud_A$qTk@HNK(bODmS<{ulDUtG9Z+(gK&)wliTMqiYq#rvcRv{uUu1JBrAT%3ih zp@V>(Z#aXo&^{HKWq zFjte3Dc!kB&HhH=)B1eS4~BzrRg>Pg0(q~?KH2wc%csrgy%**yO8|X}Tk56&gSuNsZGHyVL{=+P^3 zX?qSuEnK&Lwh)UkS-wb-DQT_oH@4LkQC z)PpBOBa)ODEao-dLwvQ^h(%AO+NuVMQ`No2^cjGmHiT_vc)Ot6?<73{1AAt7{{Z4@qxZ~%4J3I8I~?8WtHq^RE0KA zmsWaRZc;|us0#=Dbg|Hh#4oX)e+@y6E+$1j_?r9w>++XZ?x1BQ!;H(9VVtvyQK%cI z7>DJIK!GzJB!3sz-3N;>j#od78EsCyz?5N``S#aO-86vHDVop zFMqM*EM{##cm%wS2TT)a|Lg9O(g2YvtJgl2?}vT$Vsl~P0=7??UtIB=lF|;!wE4&Y z1V%p1HK8(AAR;u3bEb9Q$;zInfzW$<99sMdhcEbtF$HzD%5O@X=uOgvfHbpj1Yo$; z%lFt&U8HudYw5w)=6UGM>dFU!n?OD`rl;Bt>wriNDHmN1NIzl)3!I<;#^DoTjl7N`SL<4(5y6TwSwz;TiI0# z)=1{autdH;4^{^DXioynv6lqk1(Ix?Mu9PXU^u7B`~Lz)5&b_(r-)!DZ>DF4f0MMc zfocq#;t#YPe1b~*XZ|IC>A1k6hY~?n^sbUTW_SNCW!3MxOSF|k>9KyP1Au}t&mZ+? z0Mvw(!T*~P1{VZW2gJwO2mB5aP%EmCIF;dQGb#moW?F*0MLURv4-3FZS6G8d18exS zUQ6O17rx80i`uQ9%1&?o!r*08qxbtO%?l{KgXTBbfoO8pnfiSQ=$g_+3;WhtKTiuN z%YFmOvW@h6mkpnaXMKaQuC?ffQK5%Ti~D2h64yyM@j&3*X1|;s_#la8>_ow>2g&)6@&3|EtBkqy^uf?^!VzJ^R zPks7fJ~sCikCv*;UW0gNsu7C1=CLYvxG1PV&pPY)H@#PWt zA6IL5`JDWM*yY#edE-<@^aJRj&z$@Pv6{`3X@XTOs2`DuOy*j5X5a>C8C>o8eLOdd zh3}r*xtZDrl=n1W_A{30+NE(gQk7;A0?`BQiud1|tOX`f5q|7{B;nPD;o64yeT@}+ zJ%m4Z&gY?3OfaLfsj9qXV~p#il$Az-;21W(nSWn>1~>|clAnZ09Bo!rPEq?0VUa=- zK`JZQY7IJaTW`Q$v(CoA;A1!qXPPts3T|p%lMxlXmAl&35^R^UqX>NZD2-zrp}u}P z{p9tB5?8!C^llT1MM}bQDMG;v1yum^Iq=>KA|qRZalpAB;cjReFvTg-@fto~$x@Ij ze%bv*{Kd0)jTwYgj9OM@G94hnR6}d1%Y1+Vij5-*@59mfrEb1#G*Y8)xYWr?GTt~m zA~!N2M+>lVYaCKRHGzyD7^}IS$4hUa2Tb65Ej&bRKmQeJgh>=v)?!ZrDma``O?ok~ zqOa5=v<{>8BGj&ZoqNO0#MFA%unR+`x={%mNNG#`W#0=((%WC)Y z4j;###zX~)ZWkGd*>{p&fLgBXlC{`;165HXo{zKV2Pw0$*`Z?R#|H{f+`Ogl#JG=0tu%45d#o%oVM^rc*d z$O&_#1GvB(+W&Qd!-zNv(#g8fhKU4ADcSS$kpln=BVsMVQxh+Y8;J>$TfvQvr>>|k zR6RR`f~46u>cI30Ps|9~!gV`1&=(b8;y+Zj-kJFb1QTi=yOif_e#Z1?>Z#^{YSH(r zEXmYi794F!OvVHX0T2ns`MOy#bO=* z=&89+1&{**j;11}d$K|e35(VJ)e&-Zz$;p6|282w$#KLvIZ0D3y}mHE0wwwoTfLAK zC%?i^GC}_0={w>$pxbPlN+bfhysN=CXZPi08tg5^lpFVWICmgAWAH!Z5F}%d`gIbM zkd!3%(o=-}Us40;GvEgg{?EcDSn}bTL*E35=llaMx}+>bL*LGGm76U$O0PvW@5hg+ zIF6wZ6@BiKq%?62fdj2Gn*euN@Qp&&yDpyvfiT7_G?aDH3X}LS?V?a?ruXTLb2r}0 zc`wlFr4#OIXUQ3Y_v55Yy zNQxlkMS0Qe89TCaoP@t%u5;CI?>Od9WTCs5N4+}Z2I01J7hB0=>ZxE~2mEq-0^9-Z>Y zr_-M6(6oL*u<)_ZdAYGS7XaRIA$Dy^r&mWB*hFl@k@>&ET>R&$9OvhyAOaiR zc26h%H4d#!RvX;?$u`+6v3Be*)_Uh)S@t?LQYc7Q&?9d;>OC;5hwlFB*YKr)Kn~fLxl?_=huOrYk6gI zQY@L|fUqUSs@z*K72dlJ_|@(v&`2j`rVK*y1{P5OL8llc9V#?{9?2?vO^1;o@OK;1 z3iSkJ*J`CLG%cAOYI4@P?UxK7!}QLvbB>rA0u=$e->eMWlUj0)e-Ujh%*hh8>VBsW zdxB%T)}sL)7kvhsn=4Iw^_BVi>veIm87uFSQt436DU-Fm_@@|#6{`3<`nuwN)$T#A zp-cHuw{ET;hgKDA=nP;N#pqHRNH4qqn6e#8-f*Uhb$aWv;L1hNTE92Hpi->hi%3&H z+`tLJ-;aRmeUisw^W*l2{2cX?3rp4Bj+E|k+E$x+<7}YkC+>y>pob?0dU!nvm;z44 zPxj+-(JfNFj6G|9mIH^Y)8U>GE>1&jp9XNZi!8JUKPNEbF$Rd{nn`md3;)(ZMIyxh z+#jxv>=BbIXs*uv0RaKcU#o<;{Uu}0g*h~5rvw-A7|{nyTqe4m6H~!n9t9mwiBiw< zZr0Ppnu0HW(KdjV{;ouICQVkuon|zm@1{F!+tWqz_^K!|bZ)yRm#QRXf7owA1%r~% zsDJyysgP&eEF<&g1 zC~(8A8$F4>k~9UFCwYi(AMAZz@y-jQES{P`ZNZb~Bc_HJFcGJmOPOTq{t+sDy6q9* z?~*!4DVkQG^QHy_`2Zl#rX`pXG0FMH=ufy0vr^Pqk3W$D`u81=sp_9}oR8ob#J5lK zRrte2Ke#{g-YB2LOT3U{G5w!aw|zex7Lc`RFp*U5s%Kqn%NwGm-yE+*ztF($^nxPi zs?d1FjJDaFu%$`;mADeYyASL>@&ZsJAn1#C6@X^3d8>p8gEFG1NdN#6%1ZE z)8F1>5v6I*Juoov>T%ms6S4Xu41l**zBeVoyA%(wQgzeq)B|DMhsaa@O-eJ-uA)F1 zmv9JF8g$s4=5tF#W_d`TWO`HUx%n)gj_BGSG?i59<%|xG9~6Ibe?qw1_bBIXWXxMM zX%|{UG-R?Dwvqyt4`5c?nQ$oAjc48aQ4^?lE^d@LjFuU7tlktf5%v0!b0tZrF#4*D zPmXpoCYM8du(0C~83kV8OyzL^p}6>SFw5!jG-#p`PEYN7T5ZOrrN)$MglfTfdsmp0 zPhSGI+PfJ1UL3qO;~mXS!KY-;ouj8}5YUOHEUvhchtjuIp z>^N#%2(eY|pt+u=nJgN+zkrirvE)BG;}R{Eut&JClm;|Z6aIrZt#`)zspvuTOT&TI z|Kc<-{0ZH4VWJX4Ijmb(U1=l$y zR(58mxkKe&MOr+roD3@QZf*AObRZDT-8}=pcd@}rFVy!3eVCNgy^I~ig4~(SQQIi@L`!rqHEbN0VsH0P+tVLB!S7PYpIz+A&= zaWu`8Z} zO?YC71TGUBrs8lv07`C#suq7?LJri|dxm_8%?o5~!gwCcA zrdf9JhygvxC{q`T$4|UGNqff;WENr4T^LY~byjagZa5ZRZT4*fyc0`3K*F8IFMTRe zd_B=mer39Bvg!-dch6%%4;9l7wtx)RnB$aOFj^mo_pw9W(tWuVFvztKpM^$QID>oqj)=596C%&E0p5wo`7xw#6goip^+}cEXpa#!BJlnPr4zYMUna zh%C{cli23;_&NPT4<5w;0FuveDCxfofl)%v%e?{nQl}~_u9Ae4!({5T3^0^YlQ=v` z|4gPqh+;Y-BhovkA)cK6D&aZ#O}cpX@n{;vSFt$|)))ZUQ&WKalNG(S&{OfJ_&0;= z4>PVGGXc6%noRi-O_D1Eg5yD^$TMOsu9>nB0LCMl0MzD4()zw=<$n|v76vQOWQTHH zxEMdWFipxGJfB?$u>3tD!E8?J^kBYfJ%)oJaZ_tTVtOl6n4O@)lxEv2%;!qz^}k;l zyi=(>=&#|KPg#Nz*!qN_ez=S~o3qc;78*j)afkPt%K@eSl3|@;rQlRJL!{uoZGVi_ zoVdJvb9L$akRg1nDrrP^bBe&7uvWJHdwK3_Vr99}# zD}ZRr0(81l6Pd1h+9}ZY-;JoxxYRCu6y?Xm@uOV%WoeQ5E52JB6obm+r3Q>y@B_h> zDRJJOhavHfmb{MF4H&MIh^jVf`R$9Zc-@zYRO3Av;Y8ZC!$l9&w~nBpy|~^c@?BZs zrir81I3wo`EX8jZ-y*xiv&1d1DSr+GEG691ZjZC8t@<#7RR0^HER}a$Y?9KX?fGJX z9vDPjsB=h3osS~^=4M&g>#@+~;Qg{N)O}V8+Z(=nNOKoh>R@L}VOj^GRVPOC+L<(Z111rn; zHS`OfL4{Cl4GQpQs6Rg5pBnS)jU=L$M;j$_c zzmz$8l$T=qhQ}zBB>S`SXHP~eG{q;OhsU52e@e>)>5*w&*K~rklUNbdO$WB zjP`7{eEn$}b%G3pj(Gh7sHhYfegdX(r(I$w7?U>9?R0K8Zw;gf*2C1$xXrfcOC&1y zpr^?6zhI1=1&29905wuoFqg)h*@D{9CaZN_--bdBzUdK~la~T&X~yv^z0%FtTu?g$ zD7}!3m7PN0h5~0L+i6eI;8CSLEzd$8pFFM8BEQ;H=|}J54GLit(E02^23kuGs?%Gh z)~In_9e6GJVOb<#0#-^(H&n_DE>51|yN#_6&z>%Dqt`|w7Z1n6vv=coyBTR47xKi_ zy1xsV09o}X&$FL|2TXGw!y>OVn7sIXpN!h-ze**jKm+lOysTb=sVBxp6{CTVW5q8? zd*T`+L@&__&C33wE!|IQiAb*|=20mxN8i|%)a~jn{Egn{4?HAbAx&0w06RZPwpw~` z2P@9g9q*D&UqWfnSYen6UcapJeU`DBO}3(M_TI{EF8FE9(+v>pTb}nqHof%E?)h;( zz`OtL`E}7(@9(eRO}N-JRm4RW=`ii3(-LWMv~mt^JUnS9{%8c#e0do;In;I`Lt<-c7br`BozpK z9AVZXD?UIKe}~rDCv3d(T}bR_tzY-9DM0Ai-oEWtFLS!v852NQ$7D#~0slIITzn0f z01Oq=n1(KL*Ed@!Xvq|vlfedS+m0^VO(*(o_b80rOEKu6=#h~ix+N?cIyww61S19X zE&vb07Rl2V0Qwq8;9m2ny1ebd4AztFCf&Hh!J=V1DWNTSj(2a526oICw|)#X9}J|` z{dO^%b=yiKP@m>-SK3<_C77-hTEV^9J10LHGRUO{h7@`-R_Vfa03XO783D_7QfA!ftbCv@btL?F8IO(X zX-VFcm4dMyXktWt0t1W=13`S5RCqVu9R;~*7*3Bjz9B|S<6gkA@TeEb`AA(o>OD7% zU0`rHdO?|0J1bOH@>=w?&=l2O$p@^Kmk}N??GmTb@Pl2&P`KN#;?0G^H6k0z8 zS#1e!27#coAYT|>$j&6UMyVKHNOi6C^T~9tG3-AtYbL#VHET@bzkCty_tLXC_j2rz zKa$p0>O?#X-9YnMGJIc^Dvma8tDB93nO9@(C^qKoORV0)%48AB#}*8YEjbps8K=~T z7yQKUkx>~rj}VWo59DP`U74U;n@TM_FzsNGn=F&7D@b+sqKBijvP8Z_xqU)-Jpr&s zB`7%g^Nw-d2A?rXKK8HjU-ExTwbv8Np}syk^l6FFpDqRZ*e^-isEJdBH5m8vCqP0{ z%xSDq<-rPhjgNn>vnB+=th$-=y$=@n>Yk=3K%(q|Kg_1`jrS&Er~iSB`ZUsxC$MW> zF^S%jn+)mwVU^)W))uHo*b1H}Cnlpa#09JSeVmZIuVBrHN0c(2$2zY{jNLe)*6EwO z{X0R-09(^?<3!|!R8up|T8C$kN=J9eDNWA$cWw@W7ukgQErh25umtQCYyLr*2_Y#t@>6D8qt9y51!tEEoxCp#+|_%Fui$E^==F;R+{ z@t`RiZ1WmCvt~}>CKipU%muk&%e-R)o{zWmfA9SkW~_D#FMZpYxn6veJALL>{L~f) zWU7_NNxxuo_2uc?WY*brrTn~fU&b5s(b8m|Dy-SvQi*;`_5hUhN(6e9=x5-q8!`y zWctsGoDLa3_BtO3GXB657e{QrCp9O({!n&tZ~p^ID;C%OlzeL}xa*bogf*Hk?W(R! zSV`hR5ml>Kbp>7nc$6oNrHV#L`8NSSmv}*Dh0KQf%ARYN_6D$ccookaLFR-C?zr#% zfQGu;sXSy&(ioVEAgIxobm=vrKXtmIjtN+SyU4l#v86exwbj!WIFo)TcmO`y*u)^x z8p)3MW|fhJDD$)XcGjLVQ**iv`h48lv41=;`Pgmb`P$GkB_@SvX2l7adxtyI@0SBf z4dPgC4vOr#gBL$%Mnu{f%k-ueSS0dWei}&SRi3J{hP&6VWb#?1}~HF*x6$G{x(OAV|AZws(?vzvm0|#GbrZj_?O&D zSq`5V?oE-Gc79nz6r#XvvGbhGSl5bewmX#OPJ`*=)~(luEv8$&l{Wv%yoIilG_pBy z%pr>2gA|CrgNO2SV+-L4fiHyctghAr*`-^9EgE}fv_BU*2eiLoTN9Xan=Vc9%^JYC zTa5F^!rSqt{jYkC#`V~!rdV7+d|j_J^ti_LUBX`Gqg|_u`D9Rf#eR8v{BDF7<$AZf zr6)s5!Sv5}uf@jFl$57&dn`EckHe}%^pKqU4@u}cUSeTDpRMqJOVfy2*3^=nqlw|b z71xol7CKi??0;=B>rKBlI_-L7^I?ta##4Te{AhPaa&gB~2qY1OIgES$6-SS;i274> z_WproW2IN> zMh!LE&wm@JA06t5Vhg0P)xRwtZ9FjwQ&h z*_yLWY@eq2BIP2GLUA!Y8XHmMR?C69UhDigza#pH+j zKQ7J%x%$k_+LcRcUv0$`#@YI8h>-CLH5d{;1-+(ShJldr1B%C`^f&~D=cu2ZG19H! zcy6S0HWgGTI9EV=Q<5{~eOyLUI>q#;N-3SDw^ZN;LuY>(q+)xStOpWndY`Aq0-#ta z4>LQ>&az_MWX+#-UV$k=O4Z(#w`g_B}b^+I-Hi$ASl>LiQLe?b-NZ1={%=`Nt!qlA_ixeMjUN5;~< z?STp=TlG#qrmtq3JbIs@QPGNeINCyX;&p5jlz)}PAbhr=Ro6GW%qs-qHuY!Y72X}v zf*S)rP1Z+yKXj0J{Q>o$Qv`A{81{jT$({^UeS{wgY5Fc7i=3GC=UrIZOop)iAW^&i z^`*IbxeavXeo;EUvz|hAsd#1&3Sgi9@Tq_3Y1I=f*h=Bk)B7t6U+u`68yHkBX8YAz z-hOQukcz}YgDs~}mj3DwAFa)dr|it^`%0;f1MX%^&)F(Gx}Xz{$*t7g+W#7V`m*wk zOvHeyncfJnG!3Xg4l9ER9y<*Neew#~CC#Q#J<+C{?}VSCj3Wdy!1H6`EppDA6O-#5 zSGG1S3a^T^m{`&rlPO&`qp(eR&-_qm2`yrMk#zvL1!L8Ep+NsUX>RPbhC%bmf(<;= z=)OkNVMNn6&?rj7Y>enMQK_cD+`9BkU)J_?J2BVaCxM4aZ7=fuz1NCc*&XrtXDQvc zkEd|;6V5egT)AbyH|VRPn;baT(LTg#giubp`9c(0{6T}7t1`*lzUGUMG1Q_B{ax5e zi$HXYLZ#uhFI&yOcJFI>A%4C$_UYTa-$6^keuUE}{u{*albMZJ(LcMAi($E`GnbXQ zb5B7c3-r9mOGjS}fu}m_AN7gbzXYTh@z|-frkOaLA>|*uCayv*X*9nH{?QP|8o?3g z{<68%qF#yv{pI3Xn83Ovs!LD!$%Y@7MTa2o!aQh{D{XooDzh)0j;9l~Tx_R{4k^al z9RokyX~JF1j3DWar1MV(23Z=Ml%8BmI;K`zPd^1;9aj4!=y`{aj*j*Ok|uKi`{};Z z|9*DWFgM4bkieZl_(@!PkXH6u=Ivgz>HdZAO>CuSg}->?=DtaAwvtq$<3>?Vx96AR zm*c%T#rdM=i^0kg9Os0h>1c4!#O-$m{y1KZO*mhrT+Zz9|9b8q zx;df8G3{JAGhzqZx!iXDInmWM=j8q&7 zBKDlRD4u}H>7jybaRYY#+D(qg5X+{6S%kgL%Swk|&|HgB@6+)Y@a6n`F-ZdPdA>>A zi^Prsw`+;R(%uu6g>Z#ztKmZI&tLX|j0sx)$x}B^xFssR9=w_28z5HaV_8&Zbp%IA z#~=KRDZeMlzhvO!y)wPhzpBcx_%C5rl0zTjv&>%}G}99vQ;p|I?-*!9=2OU+HW>`% zBk?bK-jpjr{n8Ia5tqZvi_OyobCd}<1KT_9Po&3wc*t3hHqz};CGi$8Q>&}roGd!8 z`*8b%*5QV9#FRy2M3@S4H;2Lx*RI<8PlTJt3Z9;kft#vyj;14goYQ++i0RP{O-5g` zQ8n5|#pIryF&g%Hh1v3g4*9N^`Zd{jDtdbGJ1CW19nw9HU-lA*!JD6o*at1QZ(gkDa*kK@h#okmb(s<5OJ8yC5_?20wuv1QWr*KV#9_T z=}`P>LcJB%>~MdL@&gyrD^2fSzqExymtCHPZqS9s6WX66zI^Q8W}s9jhNaEDFG>~L z^fY{~#(n`_9#d9P0G_EC8uCZ&lf$@XRMBAHl2@=<6-@$G>C<<&>%&q4G81JZan=C)7r+Isgp!;FNUuHDM4 z1#PjlM9*AyNpFCP8g8oE<9bimk`w%UaL(#&t%qe5S~9qi*oDxXTKiwnozJJgSqw-{ zXZe#_O4FC7d44NRX`-XOu zf1eZ?G(=RX-mx2zK6_B@Ll#cTdk}rnP@}Dt-yL@p>w=Rhv>9QF7v0_Q$%4i?SDKv! z2iZWs-7q}pd^xhCTfKncx9k>qwWv(F3JR;$f17=1#xN`dfPA z=q)OrY?D3DKbKrLT1tRgCe7}~`F>;N$nIVHWXMUe)VB6RwK0Y{XjM+$yz*|ns$C`x zCOYc2qT_nBshr=sSp_|m*v^+Gwnh7cU4TQojE5P`b029TA-IC3=u1D04(m*BfB zzDhmW2Dc;+Dz^`bIQzY`HfB2--9n7Cw7Mbh&AHn##D|()UF|Yq9i^~^-eRTmSMJR$ zP+ZjzKFd=v^Zs-I#^)K$)32~V*o`;$AD>#Y-TJt95=7HrKKYXbZFHELt}ZhH;f4eJ1l!!kI293^@oZYPBOVkdJA9KUB|*plP^=tsFDzQs&?N2Y zH#@a<5BaaUL;ZX6-7(N=>YD?ju*xcbFJXw!eSIX=WsnfwDWm9qDtHZd`>{rJPCfB= z%M6+Mz)Qh4L@0nKvA0eXU6Mk^?eq96>-LGU)~;L`vZT&m4& z=$T-W_2j-YYP+pLz#W&>DA*uj=xn3Oi5`iYKI*q9NDC+UKA(QcP<_ZkNAkAmBGhVm z*x2Rl&AK!^oRTX(m{jzlznDBy%k8^%S2L_{aWJ$Y97&%Obr>1_I+sUYr6H9Y1e!B6 zHDR^h>OZPZnVE3CLdGaL!cWqC9I*s|&%U8j<4I@D-8jP>;UhzevZUS_n9h|;g1c=c9PUvdB4RuT^<2JMfq zg?f7}dr$pl!kF(=K8@@2x*>k&iDFlz?IWTzpH-*(m;g!y{97ND?PoUeeZR=N(tr3rDgS!MJ{iZR2d|fh*;d6C zq0w_{smdqxv}|zF!uJL;dyeLXAVam?TjypzYmdRj-9Hxuy3I#4h4sI@e$xDAn|^8j z_SM(QLdlQ&m86*h-$G<)6Ad9kSR+X!rO9{uw~;nNn1osV9D?q7%=4I=L4|5=8`_#w zxTx?rj*Pc-(C5fo+PscDG}>hET@C!@KlVaV{lVEW?~!OGdgZ(2<}CuPMwW#pd_eJ9 zE7SzsEiAk2RnNTAUJgo+ILb-YncyNe-aTYbH{c{Z&u@9rNC@u&N1@9xgkSg&_OigT zv6-F5J^-!}(^2dmnW?4+ud&=l6ne8fBnxWCjGr8?0Kpa~VHHcmQ28;04rYFwq@rFk^J$fPSRIUB#ajWuk2%J?V(5Hb5<3r1k zJVLc=h_jf4IsMAmY_IkE4+)wcF<0c?55ZdPV3prYWh!@(ZZ8?sF0Y-uR!)Gf<%Y&r zdxwQ!bJw$DVS7b05BIJssM&1Gly|v2+YuhAR!hnAxk=eJe?S`fO`K3Z^+T2!DQB`* z+j={!g_=Yj(>uklCca*e&actCZodd!W!gy95brXZeW zuFtS5VNHigg(o9&8k9=NL)R48r{?XmbJTI&A1MbahMf*)O2Cp;SKnn=vOi-II2`W8 z_TL^SJ=+hv)9#Ua@E`1gC-x>4 zsVWfM(m@;|uc|3NMd3|$)2YuxPvKHMZbQFxfJ@Pta=FEI-e=d2B@~{!GAqd!_BxB<-CI#*V2#W{xF^X%G4NTZ3H-c! z9)ZjncLW)_ZifY%Ka$GKq;Oq@?YHcPXg+&FQ5OiNSN53#rS#dvXP-Aap-}V}T5Ha} z(Ma_@Qol5q?H4rF^PBm!eWJJVaPo?6@=7VsFC|$PI%x6<7Hejzmm(v}cq!@m*6K@{ z&l+mmZKu-oB#Q1u&*xv)CPN2X~nLinwyW_X{6|hGtdajDEcZ}fgQd-^Xdn7 zZXAXbH!v(bs$~Wh%-Ry21Wy$pvIQ(g59B`g1~2F~RCP zOijSC5<4wKjCsHYLZ3*F_(EyChXD;>=fZ!6m;6}1@WkeI{}gX-OAw`+RFRc@frC-# zUV)!Mlx{v5R6ro5aP+h1b{?WCtSs0xU2i44GwUhutT0)jY64bIl7I8aAqj0VU5X82(#cA1zUbM^7fd_z1Hr2P_LrHm)g5I420 zW@4lAOEUO{rGD+3Pp-$e-L0ToHope_(FB-pW(B$Mi@#4Hw zi8}?a>kh#L%O+fWh&P~URQ;P8lrb+JkM9w{i!a?-5P6ragAGUg48GSDp#Q+SV5uGU zFv)7igr#WLvTH?_eTY!!?Gt_O)$~|@#i?maDSGIB0nVuMXW@}jYg(kcZVe1U<#cx6 z3}kfDqHxLy*LEf$&G*9WusND{DUHc%Ss^>kS?24zv5A3X=sUhV zI?EGx+&X($H4JA3!#`x?cy$q3?6%Bfo)j^Xp>r|gNmf64vnNRh42 z@QO!TEd;?BNfOqRug*&vCODtGclq<;{QJ0-S?$yt%t@Yd>1f-Jtb-MPw+o{0sx%GU zmUnDq&${@L@vwjjIg$qE4<445X<()i)Zryh6Wg1oiAXV4hdU`v%MX2sQXwat&@Lo{ z#06#{>?Ptz<=^_pmVp>R1~P$n9(k%M`a02uDHK41M{0Yyq;8*d$I&(N=T>E=+J4^>3u9x;hpRd5o#o5N$X(_Vhc{fF z1o5U4S#1uQ!1)dXJnPKmFU^_=x4Yyo)zp|N zPZpVSPG3PLm??MubT83V`Z%xss#BvNx^_7P1nDpOUBYdr4Rr)x(nGnjk-5+I!q$_V zztVEF3^+4W5kZ!RPv##jaPN3FrWl|JAnuz;^l|RvRX7{XEhMjqHu>&emaWyk>^aCf z4`5Yon^qU4vcgGe<1e|-`(1PwqlUBn+@B9?Dwb?$45T;-ytedN0WcPA*+ zUkKIUvlJmmT6`9f%N`i9f1cX(7i0^2eT4!IaQmHGh!0M4Ot!CY31;3o%GF!XO6g$l zZt)e}yu$p-S%BZLKrbEq0?PL=!eF+|t&yk`fg2`Q$$Yv>aCb@rbOe*JdfpuIPwl%m z??}xf@*Q%waN4Ye4(jtX1om1)EdFmrnOm9S1=dOPJb&Px05isZ~Iy~ty(rWSFqylq8>DfUFMgEJP zk%-b-@0lx~{Y z8yHOlI~7)>Zga4$em$uM{F;cs&8l-4t0g^sgQ`btbP$hJ&}q2989cxAnx?Q{4yhh1 zC#jS9%(R@@uE4rGbfWAUy*KtvnW4oSh2BKs@10~6UDp|GzA{&srF<92vbGbWCISGC z*kz6G{Q+)cjAUSHL%@+jC-#NENQkzP=SZ(kBa!;J{RW{g2OtYY~Y*oOXTH3O> z;@+ZQSCPCWR-rwgcKU zzC96D+Qm}I$US6_l14^RA&v4Nd%zPqX^mgkZ@r%!zA?TnpUiS)4YG`dy3y?`<~wu+<89U0F>xI9=(m%1RCF z%5)s1#mEmAhsJHmyMUh9C^zK%3Bx=tr~1iPa{uLwD{S?iCmBz0nIe5}4z`CPDNKqo zy_eRtz0ozUOe^4K)l+!#3>^`ASNH2pVpjk{q47T3lc*{JSP|amU*cabpGchgX4WN& z2<2jj>aV~>zPT@!QL~mzhLroHu|myiXu9ZGkn?@AI*mB6>=<_O+teGZtB~6@vcy;R}p(5NgyzuJhWm{`V|%Yh%3(Am=APi(hO6WaLcQ&b!uJN7;c@u0L&QU7Ql z&)@;)%%d{dMW4HRtg9uun>i&4c{h_3)#nl=&ZgZt;?$%I*`l=WXzSBq9yC;0B=>zk zaeJ$}$u%yMt`=zw;F@CqK^0qGjDcz&(gTO z=qI$)IOP3#u7k4G=5SuZT}hm7u~(E7DF=h$fVUEHR-ea}raVzkreU@q@@w~Exz4RB zO#I37+QrK!;nqufYcMzwO5(D^>0|s{CyFU~X`?ih>$2`;Ajz9LlBr3z_h>kCkEE-m zzej5;qG{5V!{Vt+CkeSt>1VYi2)?C z#oST#iTtWcrHCzhjv&u~jhvenYq99zhvm-Qc@1Y)3YVSCG!orM$z5iWokLcgpqACnXax-^9Iwup8kl0|P3mr76!DPz3tzZ0h`Ugnu|3V6hI2hUO`o(J{50t{ zl41z$uNO^j>1Z9ho4t?aKJ%%wnjRlhYcn)2Ih_-%Qc}E#xFe^RW0f)dEyFv0>ElvT zv(?(1?@`?$yP`soSD%Ko4)G19KnpRO;Ma^4pJLD)BDFB%;=rqn@OnI*dMVHUA;pRx ziZ6DaC@WoiX?vbhwo6^aI1~J;h()N%g^*|zU@owS<0rVUcWPxk>9mOPrpyX)^^BFj zk$%WO;8KqL-Y1cjEWx%K%xB)Al{NitCaas%;7LaJ+P6MNyWxY|5;}|1!|eMFsW7-d z@g>?8+Sn;B1RON3j2(xFU&K5{Afk_9SgruA;(B zjTfhUGx0&QB9z;N$si@f^C*gyn|R{LuW8~XS{vTvWLW8**jaIu+hdX0z?i*&JSP|P zFs$jqJ_p8CA0)&$HZ!I?ZmL}-LdUHc3G5*`X0Nq|l$-dV*bve0rlUHgXow?Kk6-gu z1CCxI%qjeVn;478AV;IYdQ(o7OqIxr@@X-+Sr4;R4oKCIaebuKRv7x#ho?5ez5@R! zWP_8VyYtETd3IGG#~u8z7z;XoOjXM7MPDMpK=`vGLFz`EP++D+@J#TnqO9w6-v%Sq zvOj#9=kL2zO46CLhnkCM4g*d^i#GT+5z2gdOijeb#F!*N}2p*QWLR_nKgY7uLR%Zn)W-S9w={mL~@iD zwnf8~^t^^@Y{WailNe}hl@P#lZ|5mbJ;UQUSPP=laLyy{$Zz_Az6Uh2j^>R-7M3B&YkXWw!TXiyYiCkpNzgZ@Q%zSF&|sI zPreWt6oHLo`98?>u$~;DcT9#^Hp*u3tz(pkZXN>tfB}9L61gN)#IUcb<15*g;WDG5|cA)I)&xti$I785)X6P82hcp`RJ^_R7%Cmwi67s(WtvLxq+w{KJPs zmc%>vWEOeD?qF|XvH5md71C9%@H9tI{BwaAM*jQk$zx@;h1+Qs?4Y6x3xNCl~AzTUd(%-|g%3cS%)UfX@s@0)eEX zyecy-1ljl2Yn;a1#G^?Ljs0S4JBr62*6(R-9cjE+O&bi?3MYt(gi0Kxo)~?dA%&!y~rJaV$;umraPAH4O+ms&9 z8wPXXEu>Z+RHrkC;IrU~^%POT4!&u7~_~ z4#^UqP68ea0@U%Vo-TPn!Mb00q`j5$j^i2^;BjltRKbk(BaA7IKQK{7>gI&Q2H63stkI0r{bbd9iGx<6USs_e z>G67ju95<&|CA7N^$gtbI3JNQG~tV;2BK?NG^&!Ow_6dBo>`~o_Pv-g-OBQ1)`eL{ zjE2be^2tun-Gd4>{c@S$N}c#Iu0n2mHl0HTy5PNsn~f0l6;3b;!$_V%x}hiX&J_?) zhSl{-6Lhg%91j4VyOc|X2M<3GR4*KU74iNpQimJt1*j^J;6HU$R_beH)tSdC z)2sa!X_xQCiV=&#@uk&oq??JI<=RWMNU$Al883xNU`oUZ4oV^?ujerzYo|$< z|5+b&6rPy)iG8jq#WX5AU9c>{yEz}OJ23HvBSju004x`4R~AUVw7G3*ClV5$4TnT{ zuXtz2F&=wKl-J(-3=}d4Kg3%9V;(I>&<{tS7nbTaKSHUFfjvQ6~y>jB}aL{{$Ud8Z_KdBH{%q8_l*D!#4I&2T#0sC3Yuxtkw_H!}QsMd6Gu}Hy9q$Hx%%}dB3?Avb}aWaD-o9r0HxgjZrKB-xlN{0Ay zJ@S4X9QQowY2|oc&Z~=mFwh`JcpaGgXxJG0vDhI(P>zdyX;J$zZT{n9BQr~1g^ukw z8odb;eD_9P-oS_M5Mq$>m9;)ADBN~_FP^gtU_daS*w@@ucnFW@1;g3_alWIEQ?bNb z=(FOO-ez#cXqXEW{(Zf0{t*jVAh1<556OM-95tSUpil2T^_q@8cHwHO@Jf$yv>pk@w3(+_u ze;|$d@VsgW&HeW{#6fE@8QHy}$I0KFt(!#ybEWnb`|1d8ePea26rj%cMKg*Nr4-!L z%>*y<^VUA?RNsLYx4PkK85JB0 z_KKdw=46qDg({j?wyCvyhrSqCA6@1eL~DnW#uCxdH01?CB1NA%uJ&F39RNA>+=bv% z_&EAn{MqyU%E$=3BVq=IkF{`h{B0~Oajj4d)GvdonM?p%m)C+6eznkK#lTMwNg>kv0}<*K`qOJ0l{=3nBJvAk5W)N`?^y@ zNlbU7wd@X7e}lj~H8&OjnV`VvVMc4<9>k15!W;ZEF?9kCA{ZmkDMqB)%hlgbb3Ex8 zhGIn(kMc?`&|>EYA)8&3Uc zit#dbH4Y#V{5Z#m;SZtv{a7Ek8W1QhZE;M6{UN`M#V`8Lp_d-v(yLLu(>G;)z*@iJ|f}vt*M`SL{ z5C8{6a4Y?4-0#QBG_F#>hw+cQ7R69f*n-DO&16(Pz^*;^$r^|Ln(R1UFTeQBo*0Wa zvLWp#Ra6xbSOd{3jr(FSN9(85_Y=s$TF5EVzPbJe?yG8FQN*r*afZf+>=jW};$ZH$ zbHa;2J{K27uekg**|B5avLJ3`3Jk`3R7C<|*uNcTYcc*M{Od%HAFok5LBKQ`i^l;j zjT|u8U+)1(Y|-+k!M`RuHn6=JOjmqSig**xae4xQc>33IqNZzH&JgaQpxAvVi1RJ` z@#7bG&z(93p#Rf(n1J&@ZJkPk{pkY#Ja?qA7zi`*2F@*)ly<65=oH=;on3 z=9F^qD$6~6CzrrUY-iS)gDef6fiOIMUl^f=j{_9Uk?hFPzm5|U5v=gL+WM~(Iey$V z%@~O&!|Us+wJr5O>b?{hnM~}*>POt!T(~CLLQ$`XG_Awpwa(2&Y8g-o^PoC z?Fv>UinpQ5;p%YszutqRwav)=;=i={7|(sumcB=Z3B@}E9newq0*xBMpP1+`1qO&5gg0QE|DH_XxAE-l|5LEPD;WA1 z@%^W)+Fz&lhqVn92Rhn!9ZUH4b4R0B0lK&VtmA)ACh*%p(EL9I`|W4`O~ID&`uLx+ zYJWkVyXfpw(#hu!`!$pqL23E!{(8$H;6R>A(Gu;EW& z{wI_|Z2=uMX$kyS==Vu9yc! zM^jVEZ`29lT6m`IGyJ@)E{MML2AnP|;Q<-sm)Q+SwQgs69}hfS|pw#%VrK_=HMh)m5M2>CCk#2~X3I@jYMX^ZHNQim)~#!`#h}>>(l)Tj%9J?sxx7 zstT#yN~^67R?d2=5Wo2s(#e*E8S` z5j^GT;Vt34)ar|_b5StwopB?Rwhu{scE2R-hkKf>g(7CD>7c0Kk92=GR=vtdGcxq! z8=T-O0*_9fY1Y$yz3F-b?}Lo$*<{*mEhVV`#?|+`&2+`y{nBbWcbNp!Ct<9ttf!|p zsQ+<4)P8uLoDMR49mM!|m-h^XpQbk6Ro2jbmtT1H`@_jk(&WL7Ic42rU4yWzix{~H z@Y+m%y;ubcZZZFwpPjAhW&fk#1O3VVpsS`Eb?4p6=&E3&FVDL@VZ~o3(%ZdXL=U1B zd`7SjR5SIhe$4;Z|AS~**bcg)|K-+F$$k!>>k8^z)$)5ab@lh{Fx$qgqDFShp89D? zmuI?1-mYrtf`>0OC*|c;NP-JS8QxwY3%#H7 zx_mv#LydpD(X?MvsI9lFWr#ZGNeAhSef$LSLo~)$zP^kK2VxoSOlRr=xM%S(=DZ}Z zza)C!zBoK#2rlhzAIwVZ8h^dHJEz?oS|7qDa>o%}sX+#MHtkrXW#mMVHXo%gl(zI@ zDV8fhZPLmZv+y6+3uA7)8+a}R4F)sEH{oZqGJUl;1)}V!?K9_1K|pKre2Yu^?uiK zl0j*q{qCa?m%>A({7inLs!hQ|HGwDnSB!+GPYD~ZdA(*d3^4i02v6WGlW&y9D+*~&QH%j{H8I~~*``6Eq zz3hB`AZ4L)^x1x&-lZ}35tr_1c;qW8+e0^_Ad>w6OSPgN#w)PjSEW$X0$UdaJOGPO zPRUZ~501va+^5M91j;$z>uf+#o8!`Z0^_Y1x3wLr+w6;eu3}4wy$*KKd>h_GTY0i* z5gCrl5!iY0g#K}r1rSc!Q!Rm{Zy&~ZfR0ABKC<6?vr#6un1;~uz z?N3A8fH^tV0d(_|C2=bkd=`Ux5SCy@r0-JwBo|zg$D1?#9se8!dG0f<=Aey(J-9I* zG*s%+sAD9dlFT5~$2}6ds|<_({~>PvjPxTvtUnWlZZvjfNZK*)XlrUKMKs68OhTg0 zOTi~BM5W55t6CGEPyX_&=o`II=TpfsnrBY%=-;wVfP-xH%V(ko{Bi)r^m7o96D3lc zON#(%Xpoo)?Nea2t5^)Iy~+L-{pp1bWwhru4cByxr%&Fkgt1%ajlfc6s4kzx^2})=mi13C6Mzh#?^ZW5rZpS<}E+omN6rbYLtYPX#44Jh@jR45_iK zPrv0D#hITjKp};}4q`~?w@=A2{oDFb)8=P_m>@7WBof4i1#;WL%q$H7Q?mZS0YaceZ~T)`8jS*cVN2cR zKjH6RV3*?4JMhi^-YLI-GKp~jL#@1h`*)KMBBgzNt|q7D(}jP0_rH9ivo8sd=l$w4 z`y3vPePGRXs8yZq$$58*2H!P=mU(jW%)a|+KR}&}F+`9{?8s|n>vCskd0yc!;BU{9 zBd58V5U(t5oBN`A3~L394zo>}uyl9M2y*h=BwuISk@0L-hFSXo-3zn=;{OAeSTKm( ze)IAf_5gc9?{(Ii{!x_zpa4jYG3)< z0D86XF$ChIjPZC))7q4tO{0%L?W3M%g8);aQ!~82bYe0M4Gn71FPqgrjJ<#%w9-EB zN14S(D1>Z<;I;>fH2wJ6>@}SV_6Al8GxuBzI=i~-N52w0nrZ#Ycgxe~W};Tk^pwdc zJ#=xD@o>fLgsloGgXjKMxF7GHR>S-H^CyHL44kqxAk+Nl>8)WmGgURNe5%odoOl+4 z5=U$M!^J3viFk4e=8~u5SfaqZmc3wQVdJA3-(51;IPu_ik@?!v;5L2fpOA@^w#|+7 z65Z99s*t1IoU)Z)TnbrqqRydD#}9H86%-Vz-4-FQmBd<;y^W~TwUkEr>dGT6Gy4}Q z5z0&}d$iXlKG((v@9piKXLFhzRH$$p>q)vDZ>Z9oxXvcDbN@1i=x8&wEUD%f)omeJ z;BscLTBhlf{PCG#qFs6OOG6&IouZRyg}Gr|er7C$ae)q2mpmq`-<=m0e9N9rc9G8{ zFw>yO(9mO1Wtw{~L5g7F!_ltKE#{wy$BBGo7i2~c&B^PPH&=|bbUE4MTw_kriqu7Y z&2?SnbDN8rzE#QEm8W~S{lP|{w;XRn#<#bH$d9Pl-fENYhhY6n?&$bET5d)i; zHxkujTM*4oJY|G5rof}w;EeNk; z@jkQu$H?70;u8MQF;cuJ{b+bMxix}oD?SoB`1IW52*)mxr=Ne_Wh_P^&8bxDtbO(x-Z8PPkAk_4UIV8{fGZ>LgfsK-RYo{g2W+5D@1?L7vWlmx6#+F7S zEW7NN+H_0>N7+`19-Z7WN4(_S0ExLzK74!2-xv>fsCDumrzvX$yjTxak3e8U_GVeS6*A6wR={IYNjNWbQcomwR^53&cEojApx#9xy4;xvC+p-+h8xQodp%K_>AM5gc4uKE-1e~Df^1iys*rR8CSRAct zFf2w|$z+Vcq{Mj*N99U-4PGc-p`B(cnANT zo1Gk$Lm$a&fk5c?vM5Qw+jc#8Z8nh{s_dZHdrJr1je>xJy z7JbjVr@tEK-Fc&9+Q?N$HsAu=i00R;3KW-bz!rbDdkb04TTHS`R($X4x=Hj!nV$fP zr7o%cQlSl(JgjfQYCV~E#JpKMicg7iih=phx8_ljOUyvRI3=UU_ZVz9TWsu~B^PYj z=0yC=y!TmARbp01c&V3#R=eJXcp?^Un36fJbFf{>`=;V{8|F~NaV8<0)7sezz!Km7 z*7D=1sm&MjY&zLysVZlbHml+l@P$ zHbXCxtCS>dU1Y1l7hY7B{3Qy9f_HjG#9T{glsMDe)=zqy#D zW=RG)#Gn}RKKLcYD|&^S`|dTp07p}frMuT5iF+$Sc?F>rs^djCe4CtR=}_m3 zGc@q}c6^JRg%$hnW4@{M2vybamk%lGxM1}8$~NQa^rcN9!?|l2(=mM}v?#~n7|Kc& z*1%?1;OlTInDPF`602nKLNHdvC@p;NP?vkRYc~9SPSBe-Kf`l~x?!K(H`(n6a+Yi% z+^^(#(Yx4KM*qW)+cG`Zq5Ozo~*ijezrSHDa3-obAiKcvP&>VP)ua%WyROhg*D4gwaAObE6*Gr9qe3FS!4H_ zF?i?b=*0W^1m&aM7w8d$q1&d4+rjIUSiw+tuIr0m+8ZzQfHo4mWgF>Kb;^}L4%(8A z21bEf_u7VUPQF2j;61t5ZkXUPwyN-SZ+s+qXsFgvpsup~6gzTov=<>LfA54})1?#L zu!N$wdwu+ZqRL)}dGW6T3J1hyeN(w|O1=tb_8?~qx5SQ3l*BlFlzr8qeRE%mphVXSZcL6LqGu$MX@5ynl}Biq>vZid9P^Z_ zwe5oqi1%a5e{Q*%x@-^9PDVf1U>^AxST3|^_jQ}Znvd3joCQ3jQJo6E7?Gm9M? z0v7mwI%abl+Reh!WRYb??cr=6vg5N&pVFtBdIcfxT!yhlz;lTsN2>{W8>`b6zL6&8OJ%$E zIVVx6vF80!G3I!6A(z;Dm+2)M%}H!LE(CKQh;d%*H*E;Ar>GN#WzCvflpI|tcp0i1 z(z!9Cu7SE-u60>Q@z%+%{rTjR@W^|To-<5DBJ(OCUDel!C!T|1_iYRjD4KScZD@$r z=i{+U%g(k7m^JUXKe;QRv3SZBkV7X$Y@WSg1aD&?Z*Gwb{Mv>2`lhF!p=3J2Iri{x zmzdK94bQihrM>1)ndUNELQHnDN+sMugr^pTx`6*4&HebERiyuZgL@J{#9JfJXR^4x z6P|(&?nR482#F3|`mWrSK&S=sQ2=+~i`JUej8bvi|chcfMKa?wQANtOyO@DOLgCyj{ z$>PJBflj?7Zu^RUEsJOUhHn6JI@9Xj)gcqYibG*tzO^dYSkj#Iok&Pik12O)bK`qJ zcRi|Vxl^K9DI&|Z(6B47D411T^lpn<*-R;Q!>cjrNzkEZ?#ga^$I&JqdP>2DF=_i< z_w1f!PUzO+0DsFj8{!H7Dq5T7KwkzgeUXg5qMlTpFZIEP-l(I>gb3KdTK7C1J51!Z z?3;&dl=9PfkLtd)*OG&KIgaR7f;QC9Q?oGsQWu}-A&BJ(UFb?ilYk zFHRrg_C@lb=$sIF#LqVMRLP^_aRX@<7Q~v0G0w;TLy;?|x{Yk*cI60V`H@+PhMpdm zWci-#xhExBJO@6yf+E?oC2hBmXK=NGpPO$O#K!mn57(JN-0m(Lp{kqVKBvc=xQ-x^ zc)}Fe>nTHIRX*d*V|9P4zhHiny6CXmu7B8e=yq)1YxhzP&+4=yjncI>C7I=&b|F@H z$sG5)%}hB;#7PBYqBiaqQl!bqMrUp+(EV_LE-#Q%@NYs z#re%#dGS2$mX)R(C;EZrUo4htg16edQ^kF&x1TuUd&9PUK6Tl9lxdoLVUn}`K}($Y z#pcx$@Z>YD>se82Ilc_%a@04Et}QaTO~(p1^I^Dnjxg7|REwUp#BrL%Z)$Qz&tP%v zsn9bcfvoyo0t_KMOBixw1A6`jujk`Aah^$%En?#u1rqLx&%62)om%1#*+g19Fhr_a z`zi5LF&*32dWLM@TlM8?)}-|rQK!fHQRbC&XX0O_J^RVvIb zUZQS({)X((WvSRqxDiGvFdOCTGU)csYM`*ZUSe)WOzPF`j$^G)pZp^rTlo2E_mK6d zgJMvxXB%wE!StEaV!w`;`w#NizUxu;C-VtV(rr?$j)9kB2~(q>YF~17y<|^j0E6u4 z2x{p)Lh}MT>#Mwx#+PCAXKxV^DGaU@m?jS&foomwoN{Mqm2q-gA-B81EqC|5)Hs=h zqUd&SSEoTz`j;irzFS$E^}@twLxGV7C6$l2ZC6hbUrLsr|KQG6H7Z4*8RKVB;6HM+ z?~7gDcz*eU+=wORd--K+>_i+4qXF!g6K zXm+@}sCK!MpO-E0H5qRi#BcU%6yCjfB)@UKMr3w$K=N?xhYEv9Yccyz6CMhTBN_BW z3xs?}m4i8S(B5QhT%xG`_p8&ao4r6%!k z6HxK$RkZhM8|0i*xrD3A8Oe=v*rI8s#C*4tV7l`dt~-8PV)yOSTxSDP^$qLuMq--| zAI8t}-<~NGKI8RXw#uIXH4yVUe3OU9{X9Cr4qM3{9Ds40ib^TG*Zy8;c{1-Z9dz*( z;m+r^ILn-e9-H0j9u2SemSs363S!aV=YcJQEjl~J$|oMJjKT^9N%omqpMgjo^MU|y zKBc9ZntI0BI(e#1-!0fZ-M1Bs^OVL-XQ0}~@GOmi%5b4;_iZNxlB-=ph-U<&_YOTi zwr4WLmuB=qdrjUEJh2_oukqa6b5;ajTdpBxGCi?-{oBK%N8eYNxC;-O^LJ&&p}Mma zlYg&0fZ$R{Q29q(E>HW+9Oe%<(cnhCUf1w$hM75mRJC*)~R zA!82NUHk`2NP)nY#{xe0pG;*S{(jjFw9xOC3ID!HVmKI1YDT92pCqO{sAfl9M8zDp ziT { + constructor() { + super({ + buildQuery, + controlPanel, + loadChart: () => import('./EchartsBubble'), + metadata: new ChartMetadata({ + behaviors: [Behavior.INTERACTIVE_CHART], + category: t('Correlation'), + credits: ['https://echarts.apache.org'], + description: t( + 'Visualizes a metric across three dimensions of data in a single chart (X axis, Y axis, and bubble size). Bubbles from the same group can be showcased using bubble color.', + ), + exampleGallery: [{ url: example1 }, { url: example2 }], + name: t('Bubble Chart'), + tags: [ + t('Multi-Dimensions'), + t('Aesthetic'), + t('Comparison'), + t('Scatter'), + t('Time'), + t('Trend'), + t('ECharts'), + ], + thumbnail, + }), + transformProps, + }); + } +} diff --git a/superset-frontend/plugins/plugin-chart-echarts/src/Bubble/transformProps.ts b/superset-frontend/plugins/plugin-chart-echarts/src/Bubble/transformProps.ts new file mode 100644 index 0000000000000..7962bc2c3677a --- /dev/null +++ b/superset-frontend/plugins/plugin-chart-echarts/src/Bubble/transformProps.ts @@ -0,0 +1,229 @@ +/** + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, + * software distributed under the License is distributed on an + * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY + * KIND, either express or implied. See the License for the + * specific language governing permissions and limitations + * under the License. + */ +import { EChartsCoreOption, ScatterSeriesOption } from 'echarts'; +import { extent } from 'd3-array'; +import { + CategoricalColorNamespace, + getNumberFormatter, + AxisType, + getMetricLabel, + NumberFormatter, +} from '@superset-ui/core'; +import { EchartsBubbleChartProps, EchartsBubbleFormData } from './types'; +import { DEFAULT_FORM_DATA, MINIMUM_BUBBLE_SIZE } from './constants'; +import { defaultGrid } from '../defaults'; +import { getLegendProps } from '../utils/series'; +import { Refs } from '../types'; +import { parseYAxisBound } from '../utils/controls'; +import { getDefaultTooltip } from '../utils/tooltip'; +import { getPadding } from '../Timeseries/transformers'; +import { convertInteger } from '../utils/convertInteger'; +import { NULL_STRING } from '../constants'; + +function normalizeSymbolSize( + nodes: ScatterSeriesOption[], + maxBubbleValue: number, +) { + const [bubbleMinValue, bubbleMaxValue] = extent(nodes, x => x.data![0][2]); + const nodeSpread = bubbleMaxValue - bubbleMinValue; + nodes.forEach(node => { + // eslint-disable-next-line no-param-reassign + node.symbolSize = + (((node.data![0][2] - bubbleMinValue) / nodeSpread) * + (maxBubbleValue * 2) || 0) + MINIMUM_BUBBLE_SIZE; + }); +} + +export function formatTooltip( + params: any, + xAxisLabel: string, + yAxisLabel: string, + sizeLabel: string, + xAxisFormatter: NumberFormatter, + yAxisFormatter: NumberFormatter, + tooltipSizeFormatter: NumberFormatter, +) { + const title = params.data[4] + ? `${params.data[3]}
${params.data[4]}` + : params.data[3]; + + return `

${title}

+ ${xAxisLabel}: ${xAxisFormatter(params.data[0])}
+ ${yAxisLabel}: ${yAxisFormatter(params.data[1])}
+ ${sizeLabel}: ${tooltipSizeFormatter(params.data[2])}`; +} + +export default function transformProps(chartProps: EchartsBubbleChartProps) { + const { height, width, hooks, queriesData, formData, inContextMenu, theme } = + chartProps; + + const { data = [] } = queriesData[0]; + const { + x, + y, + size, + entity, + maxBubbleSize, + colorScheme, + series: bubbleSeries, + xAxisLabel: bubbleXAxisTitle, + yAxisLabel: bubbleYAxisTitle, + xAxisFormat, + yAxisFormat, + yAxisBounds, + logXAxis, + logYAxis, + xAxisTitleMargin, + yAxisTitleMargin, + truncateYAxis, + xAxisLabelRotation, + yAxisLabelRotation, + tooltipSizeFormat, + opacity, + showLegend, + legendOrientation, + legendMargin, + legendType, + }: EchartsBubbleFormData = { ...DEFAULT_FORM_DATA, ...formData }; + + const colorFn = CategoricalColorNamespace.getScale(colorScheme as string); + + const legends: string[] = []; + const series: ScatterSeriesOption[] = []; + + const xAxisLabel: string = getMetricLabel(x); + const yAxisLabel: string = getMetricLabel(y); + const sizeLabel: string = getMetricLabel(size); + + const refs: Refs = {}; + + data.forEach(datum => { + const name = + ((bubbleSeries ? datum[bubbleSeries] : datum[entity]) as string) || + NULL_STRING; + const bubbleSeriesValue = bubbleSeries ? datum[bubbleSeries] : null; + + series.push({ + name, + data: [ + [ + datum[xAxisLabel], + datum[yAxisLabel], + datum[sizeLabel], + datum[entity], + bubbleSeriesValue as any, + ], + ], + type: 'scatter', + itemStyle: { color: colorFn(name), opacity }, + }); + legends.push(name); + }); + + normalizeSymbolSize(series, maxBubbleSize); + + const xAxisFormatter = getNumberFormatter(xAxisFormat); + const yAxisFormatter = getNumberFormatter(yAxisFormat); + const tooltipSizeFormatter = getNumberFormatter(tooltipSizeFormat); + + const [min, max] = yAxisBounds.map(parseYAxisBound); + + const padding = getPadding( + showLegend, + legendOrientation, + true, + false, + legendMargin, + true, + 'Left', + convertInteger(yAxisTitleMargin), + convertInteger(xAxisTitleMargin), + ); + + const echartOptions: EChartsCoreOption = { + series, + xAxis: { + axisLabel: { formatter: xAxisFormatter }, + splitLine: { + lineStyle: { + type: 'dashed', + }, + }, + nameRotate: xAxisLabelRotation, + scale: true, + name: bubbleXAxisTitle, + nameLocation: 'middle', + nameTextStyle: { + fontWight: 'bolder', + }, + nameGap: convertInteger(xAxisTitleMargin), + type: logXAxis ? AxisType.log : AxisType.value, + }, + yAxis: { + axisLabel: { formatter: yAxisFormatter }, + splitLine: { + lineStyle: { + type: 'dashed', + }, + }, + nameRotate: yAxisLabelRotation, + scale: truncateYAxis, + name: bubbleYAxisTitle, + nameLocation: 'middle', + nameTextStyle: { + fontWight: 'bolder', + }, + nameGap: convertInteger(yAxisTitleMargin), + min, + max, + type: logYAxis ? AxisType.log : AxisType.value, + }, + legend: { + ...getLegendProps(legendType, legendOrientation, showLegend, theme), + data: legends, + }, + tooltip: { + show: !inContextMenu, + ...getDefaultTooltip(refs), + formatter: (params: any): string => + formatTooltip( + params, + xAxisLabel, + yAxisLabel, + sizeLabel, + xAxisFormatter, + yAxisFormatter, + tooltipSizeFormatter, + ), + }, + grid: { ...defaultGrid, ...padding }, + }; + + const { onContextMenu, setDataMask = () => {} } = hooks; + + return { + refs, + height, + width, + echartOptions, + onContextMenu, + setDataMask, + formData, + }; +} diff --git a/superset-frontend/plugins/plugin-chart-echarts/src/Bubble/types.ts b/superset-frontend/plugins/plugin-chart-echarts/src/Bubble/types.ts new file mode 100644 index 0000000000000..ebb23174a7855 --- /dev/null +++ b/superset-frontend/plugins/plugin-chart-echarts/src/Bubble/types.ts @@ -0,0 +1,57 @@ +/** + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, + * software distributed under the License is distributed on an + * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY + * KIND, either express or implied. See the License for the + * specific language governing permissions and limitations + * under the License. + */ +import { + ChartProps, + ChartDataResponseResult, + QueryFormData, +} from '@superset-ui/core'; +import { + LegendFormData, + BaseTransformedProps, + CrossFilterTransformedProps, +} from '../types'; + +export type EchartsBubbleFormData = QueryFormData & + LegendFormData & { + series?: string; + entity: string; + xAxisFormat: string; + yAXisFormat: string; + logXAxis: boolean; + logYAxis: boolean; + xAxisBounds: [number | undefined | null, number | undefined | null]; + yAxisBounds: [number | undefined | null, number | undefined | null]; + xAxisLabel?: string; + colorScheme?: string; + defaultValue?: string[] | null; + dateFormat: string; + emitFilter: boolean; + tooltipFormat: string; + x: string; + y: string; + }; + +export interface EchartsBubbleChartProps + extends ChartProps { + formData: EchartsBubbleFormData; + queriesData: ChartDataResponseResult[]; +} + +export type BubbleChartTransformedProps = + BaseTransformedProps & CrossFilterTransformedProps; diff --git a/superset-frontend/plugins/plugin-chart-echarts/src/index.ts b/superset-frontend/plugins/plugin-chart-echarts/src/index.ts index 0301f265b051a..f8c7cf61036fb 100644 --- a/superset-frontend/plugins/plugin-chart-echarts/src/index.ts +++ b/superset-frontend/plugins/plugin-chart-echarts/src/index.ts @@ -34,6 +34,7 @@ export { default as EchartsTreeChartPlugin } from './Tree'; export { default as EchartsTreemapChartPlugin } from './Treemap'; export { BigNumberChartPlugin, BigNumberTotalChartPlugin } from './BigNumber'; export { default as EchartsSunburstChartPlugin } from './Sunburst'; +export { default as EchartsBubbleChartPlugin } from './Bubble'; export { default as BoxPlotTransformProps } from './BoxPlot/transformProps'; export { default as FunnelTransformProps } from './Funnel/transformProps'; @@ -46,6 +47,7 @@ export { default as TimeseriesTransformProps } from './Timeseries/transformProps export { default as TreeTransformProps } from './Tree/transformProps'; export { default as TreemapTransformProps } from './Treemap/transformProps'; export { default as SunburstTransformProps } from './Sunburst/transformProps'; +export { default as BubbleTransformProps } from './Bubble/transformProps'; export { DEFAULT_FORM_DATA as TimeseriesDefaultFormData } from './Timeseries/constants'; diff --git a/superset-frontend/plugins/plugin-chart-echarts/test/Bubble/buildQuery.test.ts b/superset-frontend/plugins/plugin-chart-echarts/test/Bubble/buildQuery.test.ts new file mode 100644 index 0000000000000..cbe6003eb4fb1 --- /dev/null +++ b/superset-frontend/plugins/plugin-chart-echarts/test/Bubble/buildQuery.test.ts @@ -0,0 +1,93 @@ +/** + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, + * software distributed under the License is distributed on an + * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY + * KIND, either express or implied. See the License for the + * specific language governing permissions and limitations + * under the License. + */ +import buildQuery from '../../src/Bubble/buildQuery'; + +describe('Bubble buildQuery', () => { + const formData = { + datasource: '1__table', + viz_type: 'echarts_bubble', + entity: 'customer_name', + x: 'count', + y: { + aggregate: 'sum', + column: { + column_name: 'price_each', + }, + expressionType: 'simple', + label: 'SUM(price_each)', + }, + size: { + aggregate: 'sum', + column: { + column_name: 'sales', + }, + expressionType: 'simple', + label: 'SUM(sales)', + }, + }; + + it('Should build query without dimension', () => { + const queryContext = buildQuery(formData); + const [query] = queryContext.queries; + expect(query.columns).toEqual(['customer_name']); + expect(query.metrics).toEqual([ + 'count', + { + aggregate: 'sum', + column: { + column_name: 'price_each', + }, + expressionType: 'simple', + label: 'SUM(price_each)', + }, + { + aggregate: 'sum', + column: { + column_name: 'sales', + }, + expressionType: 'simple', + label: 'SUM(sales)', + }, + ]); + }); + it('Should build query with dimension', () => { + const queryContext = buildQuery({ ...formData, series: 'state' }); + const [query] = queryContext.queries; + expect(query.columns).toEqual(['customer_name', 'state']); + expect(query.metrics).toEqual([ + 'count', + { + aggregate: 'sum', + column: { + column_name: 'price_each', + }, + expressionType: 'simple', + label: 'SUM(price_each)', + }, + { + aggregate: 'sum', + column: { + column_name: 'sales', + }, + expressionType: 'simple', + label: 'SUM(sales)', + }, + ]); + }); +}); diff --git a/superset-frontend/plugins/plugin-chart-echarts/test/Bubble/transformProps.test.ts b/superset-frontend/plugins/plugin-chart-echarts/test/Bubble/transformProps.test.ts new file mode 100644 index 0000000000000..2bb4ae0fc604a --- /dev/null +++ b/superset-frontend/plugins/plugin-chart-echarts/test/Bubble/transformProps.test.ts @@ -0,0 +1,160 @@ +/** + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, + * software distributed under the License is distributed on an + * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY + * KIND, either express or implied. See the License for the + * specific language governing permissions and limitations + * under the License. + */ +import { + ChartProps, + getNumberFormatter, + SqlaFormData, + supersetTheme, +} from '@superset-ui/core'; +import { EchartsBubbleChartProps } from 'plugins/plugin-chart-echarts/src/Bubble/types'; + +import transformProps, { formatTooltip } from '../../src/Bubble/transformProps'; + +describe('Bubble transformProps', () => { + const formData: SqlaFormData = { + datasource: '1__table', + viz_type: 'echarts_bubble', + entity: 'customer_name', + x: 'count', + y: { + aggregate: 'sum', + column: { + column_name: 'price_each', + }, + expressionType: 'simple', + label: 'SUM(price_each)', + }, + size: { + aggregate: 'sum', + column: { + column_name: 'sales', + }, + expressionType: 'simple', + label: 'SUM(sales)', + }, + yAxisBounds: [null, null], + }; + const chartProps = new ChartProps({ + formData, + height: 800, + width: 800, + queriesData: [ + { + data: [ + { + customer_name: 'AV Stores, Co.', + count: 10, + 'SUM(price_each)': 20, + 'SUM(sales)': 30, + }, + { + customer_name: 'Alpha Cognac', + count: 40, + 'SUM(price_each)': 50, + 'SUM(sales)': 60, + }, + { + customer_name: 'Amica Models & Co.', + count: 70, + 'SUM(price_each)': 80, + 'SUM(sales)': 90, + }, + ], + }, + ], + theme: supersetTheme, + }); + + it('Should transform props for viz', () => { + expect(transformProps(chartProps as EchartsBubbleChartProps)).toEqual( + expect.objectContaining({ + width: 800, + height: 800, + echartOptions: expect.objectContaining({ + series: expect.arrayContaining([ + expect.objectContaining({ + data: expect.arrayContaining([ + [10, 20, 30, 'AV Stores, Co.', null], + ]), + }), + expect.objectContaining({ + data: expect.arrayContaining([ + [40, 50, 60, 'Alpha Cognac', null], + ]), + }), + expect.objectContaining({ + data: expect.arrayContaining([ + [70, 80, 90, 'Amica Models & Co.', null], + ]), + }), + ]), + }), + }), + ); + }); +}); + +describe('Bubble formatTooltip', () => { + const dollerFormatter = getNumberFormatter('$,.2f'); + const percentFormatter = getNumberFormatter(',.1%'); + + it('Should generate correct bubble label content with dimension', () => { + const params = { + data: [10000, 20000, 3, 'bubble title', 'bubble dimension'], + }; + + expect( + formatTooltip( + params, + 'x-axis-label', + 'y-axis-label', + 'size-label', + dollerFormatter, + dollerFormatter, + percentFormatter, + ), + ).toEqual( + `

bubble title
bubble dimension

+ x-axis-label: $10,000.00
+ y-axis-label: $20,000.00
+ size-label: 300.0%`, + ); + }); + it('Should generate correct bubble label content without dimension', () => { + const params = { + data: [10000, 25000, 3, 'bubble title', null], + }; + expect( + formatTooltip( + params, + 'x-axis-label', + 'y-axis-label', + 'size-label', + dollerFormatter, + dollerFormatter, + percentFormatter, + ), + ).toEqual( + `

bubble title

+ x-axis-label: $10,000.00
+ y-axis-label: $25,000.00
+ size-label: 300.0%`, + ); + }); +}); diff --git a/superset-frontend/src/explore/components/controls/VizTypeControl/VizTypeGallery.tsx b/superset-frontend/src/explore/components/controls/VizTypeControl/VizTypeGallery.tsx index 90b7856b051d3..c194d2fae1bc5 100644 --- a/superset-frontend/src/explore/components/controls/VizTypeControl/VizTypeGallery.tsx +++ b/superset-frontend/src/explore/components/controls/VizTypeControl/VizTypeGallery.tsx @@ -101,6 +101,7 @@ const DEFAULT_ORDER = [ 'cal_heatmap', 'rose', 'bubble', + 'bubble_v2', 'deck_geojson', 'horizon', 'deck_multi', diff --git a/superset-frontend/src/visualizations/presets/MainPreset.js b/superset-frontend/src/visualizations/presets/MainPreset.js index 735027fdd02d9..451196c35dbac 100644 --- a/superset-frontend/src/visualizations/presets/MainPreset.js +++ b/superset-frontend/src/visualizations/presets/MainPreset.js @@ -65,6 +65,7 @@ import { EchartsMixedTimeseriesChartPlugin, EchartsTreeChartPlugin, EchartsSunburstChartPlugin, + EchartsBubbleChartPlugin, } from '@superset-ui/plugin-chart-echarts'; import { SelectFilterPlugin, @@ -160,6 +161,7 @@ export default class MainPreset extends Preset { new EchartsTreeChartPlugin().configure({ key: 'tree_chart' }), new EchartsSunburstChartPlugin().configure({ key: 'sunburst_v2' }), new HandlebarsChartPlugin().configure({ key: 'handlebars' }), + new EchartsBubbleChartPlugin().configure({ key: 'bubble_v2' }), ...experimentalplugins, ], }); From 34f99708d46e1b5b0f0211f493be9617da86dcbf Mon Sep 17 00:00:00 2001 From: "JUST.in DO IT" Date: Thu, 5 Oct 2023 12:33:01 -0400 Subject: [PATCH 091/105] chore(sqllab): Typescript for SqlEditor component (#25228) --- superset-frontend/package-lock.json | 13 ++ superset-frontend/package.json | 1 + .../components/AceEditorWrapper/index.tsx | 3 +- .../components/RunQueryActionButton/index.tsx | 3 +- .../src/SqlLab/components/SaveQuery/index.tsx | 7 +- .../components/ScheduleQueryButton/index.tsx | 2 +- ...{SqlEditor.test.jsx => SqlEditor.test.tsx} | 41 ++-- .../SqlEditor/{index.jsx => index.tsx} | 198 ++++++++++-------- .../components/SqlEditorLeftBar/index.tsx | 10 +- .../components/TemplateParamsEditor/index.tsx | 2 +- superset-frontend/src/SqlLab/constants.ts | 3 +- superset-frontend/src/SqlLab/types.ts | 2 + .../src/components/DatabaseSelector/index.tsx | 8 +- .../databases/DatabaseModal/index.test.tsx | 2 + .../src/features/databases/types.ts | 5 +- 15 files changed, 179 insertions(+), 121 deletions(-) rename superset-frontend/src/SqlLab/components/SqlEditor/{SqlEditor.test.jsx => SqlEditor.test.tsx} (89%) rename superset-frontend/src/SqlLab/components/SqlEditor/{index.jsx => index.tsx} (87%) diff --git a/superset-frontend/package-lock.json b/superset-frontend/package-lock.json index 4c0fa255e1e00..b8780a78a0c7a 100644 --- a/superset-frontend/package-lock.json +++ b/superset-frontend/package-lock.json @@ -191,6 +191,7 @@ "@types/jquery": "^3.5.8", "@types/js-levenshtein": "^1.1.0", "@types/json-bigint": "^1.0.1", + "@types/mousetrap": "^1.6.11", "@types/react": "^16.9.43", "@types/react-dom": "^16.9.8", "@types/react-gravatar": "^2.6.8", @@ -19514,6 +19515,12 @@ "integrity": "sha512-jhuKLIRrhvCPLqwPcx6INqmKeiA5EWrsCOPhrlFSrbrmU4ZMPjj5Ul/oLCMDO98XRUIwVm78xICz4EPCektzeQ==", "dev": true }, + "node_modules/@types/mousetrap": { + "version": "1.6.11", + "resolved": "https://registry.npmjs.org/@types/mousetrap/-/mousetrap-1.6.11.tgz", + "integrity": "sha512-F0oAily9Q9QQpv9JKxKn0zMKfOo36KHCW7myYsmUyf2t0g+sBTbG3UleTPoguHdE1z3GLFr3p7/wiOio52QFjQ==", + "dev": true + }, "node_modules/@types/ms": { "version": "0.7.31", "resolved": "https://registry.npmjs.org/@types/ms/-/ms-0.7.31.tgz", @@ -79317,6 +79324,12 @@ "integrity": "sha512-jhuKLIRrhvCPLqwPcx6INqmKeiA5EWrsCOPhrlFSrbrmU4ZMPjj5Ul/oLCMDO98XRUIwVm78xICz4EPCektzeQ==", "dev": true }, + "@types/mousetrap": { + "version": "1.6.11", + "resolved": "https://registry.npmjs.org/@types/mousetrap/-/mousetrap-1.6.11.tgz", + "integrity": "sha512-F0oAily9Q9QQpv9JKxKn0zMKfOo36KHCW7myYsmUyf2t0g+sBTbG3UleTPoguHdE1z3GLFr3p7/wiOio52QFjQ==", + "dev": true + }, "@types/ms": { "version": "0.7.31", "resolved": "https://registry.npmjs.org/@types/ms/-/ms-0.7.31.tgz", diff --git a/superset-frontend/package.json b/superset-frontend/package.json index 299017b0d01b0..8cee75833c62b 100644 --- a/superset-frontend/package.json +++ b/superset-frontend/package.json @@ -256,6 +256,7 @@ "@types/jquery": "^3.5.8", "@types/js-levenshtein": "^1.1.0", "@types/json-bigint": "^1.0.1", + "@types/mousetrap": "^1.6.11", "@types/react": "^16.9.43", "@types/react-dom": "^16.9.8", "@types/react-gravatar": "^2.6.8", diff --git a/superset-frontend/src/SqlLab/components/AceEditorWrapper/index.tsx b/superset-frontend/src/SqlLab/components/AceEditorWrapper/index.tsx index 0adf3f8e1f8fc..17c84a36648ee 100644 --- a/superset-frontend/src/SqlLab/components/AceEditorWrapper/index.tsx +++ b/superset-frontend/src/SqlLab/components/AceEditorWrapper/index.tsx @@ -17,6 +17,7 @@ * under the License. */ import React, { useState, useEffect, useRef } from 'react'; +import type { IAceEditor } from 'react-ace/lib/types'; import { useDispatch } from 'react-redux'; import { css, styled, usePrevious } from '@superset-ui/core'; @@ -30,7 +31,7 @@ type HotKey = { key: string; descr: string; name: string; - func: () => void; + func: (aceEditor: IAceEditor) => void; }; type AceEditorWrapperProps = { diff --git a/superset-frontend/src/SqlLab/components/RunQueryActionButton/index.tsx b/superset-frontend/src/SqlLab/components/RunQueryActionButton/index.tsx index d2da587091139..30f8121132162 100644 --- a/superset-frontend/src/SqlLab/components/RunQueryActionButton/index.tsx +++ b/superset-frontend/src/SqlLab/components/RunQueryActionButton/index.tsx @@ -19,7 +19,6 @@ import React, { useMemo } from 'react'; import { t, styled, useTheme } from '@superset-ui/core'; -import { Menu } from 'src/components/Menu'; import Button from 'src/components/Button'; import Icons from 'src/components/Icons'; import { DropdownButton } from 'src/components/DropdownButton'; @@ -33,7 +32,7 @@ export interface RunQueryActionButtonProps { queryState?: string; runQuery: (c?: boolean) => void; stopQuery: () => void; - overlayCreateAsMenu: typeof Menu | null; + overlayCreateAsMenu: React.ReactElement | null; } const buildText = ( diff --git a/superset-frontend/src/SqlLab/components/SaveQuery/index.tsx b/superset-frontend/src/SqlLab/components/SaveQuery/index.tsx index 6ed0f4c668e7e..a7ac8b1b2a896 100644 --- a/superset-frontend/src/SqlLab/components/SaveQuery/index.tsx +++ b/superset-frontend/src/SqlLab/components/SaveQuery/index.tsx @@ -17,6 +17,7 @@ * under the License. */ import React, { useState, useEffect, useMemo } from 'react'; +import type { DatabaseObject } from 'src/features/databases/types'; import { Row, Col } from 'src/components'; import { Input, TextArea } from 'src/components/Input'; import { t, styled } from '@superset-ui/core'; @@ -39,10 +40,10 @@ interface SaveQueryProps { onSave: (arg0: QueryPayload, id: string) => void; onUpdate: (arg0: QueryPayload, id: string) => void; saveQueryWarning: string | null; - database: Record; + database: Partial | undefined; } -type QueryPayload = { +export type QueryPayload = { name: string; description?: string; id?: string; @@ -65,7 +66,7 @@ const SaveQuery = ({ queryEditorId, onSave = () => {}, onUpdate, - saveQueryWarning = null, + saveQueryWarning, database, columns, }: SaveQueryProps) => { diff --git a/superset-frontend/src/SqlLab/components/ScheduleQueryButton/index.tsx b/superset-frontend/src/SqlLab/components/ScheduleQueryButton/index.tsx index d0a381638d9a2..f2e3d33581f0b 100644 --- a/superset-frontend/src/SqlLab/components/ScheduleQueryButton/index.tsx +++ b/superset-frontend/src/SqlLab/components/ScheduleQueryButton/index.tsx @@ -79,7 +79,7 @@ interface ScheduleQueryButtonProps { defaultLabel?: string; sql: string; schema?: string; - dbId: number; + dbId?: number; animation?: boolean; onSchedule?: Function; scheduleQueryWarning: string | null; diff --git a/superset-frontend/src/SqlLab/components/SqlEditor/SqlEditor.test.jsx b/superset-frontend/src/SqlLab/components/SqlEditor/SqlEditor.test.tsx similarity index 89% rename from superset-frontend/src/SqlLab/components/SqlEditor/SqlEditor.test.jsx rename to superset-frontend/src/SqlLab/components/SqlEditor/SqlEditor.test.tsx index ff335e14ea77d..63f67170d05ff 100644 --- a/superset-frontend/src/SqlLab/components/SqlEditor/SqlEditor.test.jsx +++ b/superset-frontend/src/SqlLab/components/SqlEditor/SqlEditor.test.tsx @@ -21,7 +21,6 @@ import { act } from 'react-dom/test-utils'; import { fireEvent, render, waitFor } from 'spec/helpers/testing-library'; import fetchMock from 'fetch-mock'; import reducers from 'spec/helpers/reducerIndex'; -import SqlEditor from 'src/SqlLab/components/SqlEditor'; import { setupStore } from 'src/views/store'; import { initialState, @@ -34,10 +33,20 @@ import ResultSet from 'src/SqlLab/components/ResultSet'; import { api } from 'src/hooks/apiResources/queryApi'; import { getExtensionsRegistry } from '@superset-ui/core'; import setupExtensions from 'src/setup/setupExtensions'; +import type { Action, Middleware, Store } from 'redux'; +import SqlEditor, { Props } from '.'; jest.mock('src/components/AsyncAceEditor', () => ({ ...jest.requireActual('src/components/AsyncAceEditor'), - FullSQLEditor: ({ onChange, onBlur, value }) => ( + FullSQLEditor: ({ + onChange, + onBlur, + value, + }: { + onChange: (value: string) => void; + onBlur: React.FocusEventHandler; + value: string; + }) => (
); + +const mockedProps = { + query: { + state: 'running' as QueryState, + }, +}; +test('is valid', () => { + expect(React.isValidElement()).toBe(true); +}); +test('has an Overlay and a Popover', () => { + const { getByTestId } = render(); + expect(getByTestId('mock-label')).toBeInTheDocument(); }); diff --git a/superset-frontend/src/SqlLab/components/QueryStateLabel/index.tsx b/superset-frontend/src/SqlLab/components/QueryStateLabel/index.tsx index 0ae092ef5efe3..f450ecdde5177 100644 --- a/superset-frontend/src/SqlLab/components/QueryStateLabel/index.tsx +++ b/superset-frontend/src/SqlLab/components/QueryStateLabel/index.tsx @@ -22,7 +22,7 @@ import { STATE_TYPE_MAP, STATE_TYPE_MAP_LOCALIZED } from 'src/SqlLab/constants'; import { styled, Query } from '@superset-ui/core'; interface QueryStateLabelProps { - query: Query; + query: Pick; } const StyledLabel = styled(Label)` diff --git a/superset-frontend/src/SqlLab/components/QueryTable/QueryTable.test.jsx b/superset-frontend/src/SqlLab/components/QueryTable/QueryTable.test.tsx similarity index 55% rename from superset-frontend/src/SqlLab/components/QueryTable/QueryTable.test.jsx rename to superset-frontend/src/SqlLab/components/QueryTable/QueryTable.test.tsx index 4aa8351796b0f..9b72e692dc936 100644 --- a/superset-frontend/src/SqlLab/components/QueryTable/QueryTable.test.jsx +++ b/superset-frontend/src/SqlLab/components/QueryTable/QueryTable.test.tsx @@ -24,36 +24,34 @@ import QueryTable from 'src/SqlLab/components/QueryTable'; import TableView from 'src/components/TableView'; import TableCollection from 'src/components/TableCollection'; import { Provider } from 'react-redux'; -import { queries, user } from 'src/SqlLab/fixtures'; +import { runningQuery, successfulQuery, user } from 'src/SqlLab/fixtures'; -describe('QueryTable', () => { - const mockedProps = { - queries, - displayLimit: 100, - latestQueryId: 'ryhMUZCGb', - }; - it('is valid', () => { - expect(React.isValidElement()).toBe(true); - }); - it('is valid with props', () => { - expect(React.isValidElement()).toBe(true); +const mockedProps = { + queries: [runningQuery, successfulQuery], + displayLimit: 100, + latestQueryId: 'ryhMUZCGb', +}; +test('is valid', () => { + expect(React.isValidElement()).toBe(true); +}); +test('is valid with props', () => { + expect(React.isValidElement()).toBe(true); +}); +test('renders a proper table', () => { + const mockStore = configureStore([thunk]); + const store = mockStore({ + user, }); - it('renders a proper table', () => { - const mockStore = configureStore([thunk]); - const store = mockStore({ - user, - }); - const wrapper = mount( - - - , - ); - const tableWrapper = wrapper.find(TableView).find(TableCollection); + const wrapper = mount( + + + , + ); + const tableWrapper = wrapper.find(TableView).find(TableCollection); - expect(wrapper.find(TableView)).toExist(); - expect(tableWrapper.find('table')).toExist(); - expect(tableWrapper.find('table').find('thead').find('tr')).toHaveLength(1); - expect(tableWrapper.find('table').find('tbody').find('tr')).toHaveLength(2); - }); + expect(wrapper.find(TableView)).toExist(); + expect(tableWrapper.find('table')).toExist(); + expect(tableWrapper.find('table').find('thead').find('tr')).toHaveLength(1); + expect(tableWrapper.find('table').find('tbody').find('tr')).toHaveLength(2); }); From 06c0a5bba9c6c09ed8d0aba4616b33d46be18c77 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Fri, 15 Sep 2023 09:54:11 -0700 Subject: [PATCH 020/105] build(deps-dev): bump @types/uuid from 9.0.3 to 9.0.4 in /superset-websocket (#25311) Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- superset-websocket/package-lock.json | 14 +++++++------- superset-websocket/package.json | 2 +- 2 files changed, 8 insertions(+), 8 deletions(-) diff --git a/superset-websocket/package-lock.json b/superset-websocket/package-lock.json index 96352f156c763..59addd5fe4d8f 100644 --- a/superset-websocket/package-lock.json +++ b/superset-websocket/package-lock.json @@ -23,7 +23,7 @@ "@types/jest": "^27.0.2", "@types/jsonwebtoken": "^9.0.2", "@types/node": "^20.6.0", - "@types/uuid": "^9.0.3", + "@types/uuid": "^9.0.4", "@types/ws": "^8.5.5", "@typescript-eslint/eslint-plugin": "^5.61.0", "@typescript-eslint/parser": "^5.62.0", @@ -1351,9 +1351,9 @@ "dev": true }, "node_modules/@types/uuid": { - "version": "9.0.3", - "resolved": "https://registry.npmjs.org/@types/uuid/-/uuid-9.0.3.tgz", - "integrity": "sha512-taHQQH/3ZyI3zP8M/puluDEIEvtQHVYcC6y3N8ijFtAd28+Ey/G4sg1u2gB01S8MwybLOKAp9/yCMu/uR5l3Ug==", + "version": "9.0.4", + "resolved": "https://registry.npmjs.org/@types/uuid/-/uuid-9.0.4.tgz", + "integrity": "sha512-zAuJWQflfx6dYJM62vna+Sn5aeSWhh3OB+wfUEACNcqUSc0AGc5JKl+ycL1vrH7frGTXhJchYjE1Hak8L819dA==", "dev": true }, "node_modules/@types/ws": { @@ -7098,9 +7098,9 @@ "dev": true }, "@types/uuid": { - "version": "9.0.3", - "resolved": "https://registry.npmjs.org/@types/uuid/-/uuid-9.0.3.tgz", - "integrity": "sha512-taHQQH/3ZyI3zP8M/puluDEIEvtQHVYcC6y3N8ijFtAd28+Ey/G4sg1u2gB01S8MwybLOKAp9/yCMu/uR5l3Ug==", + "version": "9.0.4", + "resolved": "https://registry.npmjs.org/@types/uuid/-/uuid-9.0.4.tgz", + "integrity": "sha512-zAuJWQflfx6dYJM62vna+Sn5aeSWhh3OB+wfUEACNcqUSc0AGc5JKl+ycL1vrH7frGTXhJchYjE1Hak8L819dA==", "dev": true }, "@types/ws": { diff --git a/superset-websocket/package.json b/superset-websocket/package.json index a92757a281a1d..53569a02dfed3 100644 --- a/superset-websocket/package.json +++ b/superset-websocket/package.json @@ -30,7 +30,7 @@ "@types/jest": "^27.0.2", "@types/jsonwebtoken": "^9.0.2", "@types/node": "^20.6.0", - "@types/uuid": "^9.0.3", + "@types/uuid": "^9.0.4", "@types/ws": "^8.5.5", "@typescript-eslint/eslint-plugin": "^5.61.0", "@typescript-eslint/parser": "^5.62.0", From 4ddd56f7885da4298e2944740b213fb1d73b8c93 Mon Sep 17 00:00:00 2001 From: Ville Brofeldt <33317356+villebro@users.noreply.github.com> Date: Fri, 15 Sep 2023 13:14:00 -0700 Subject: [PATCH 021/105] chore: bump gunicorn to v21 (#25313) --- requirements/base.txt | 2 +- setup.py | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/requirements/base.txt b/requirements/base.txt index 4928876a13d75..d8ab63abf7c36 100644 --- a/requirements/base.txt +++ b/requirements/base.txt @@ -134,7 +134,7 @@ greenlet==2.0.2 # via # shillelagh # sqlalchemy -gunicorn==20.1.0 +gunicorn==21.2.0 # via apache-superset hashids==1.3.1 # via apache-superset diff --git a/setup.py b/setup.py index 26d8ebc2afea2..e4edb7bea4736 100644 --- a/setup.py +++ b/setup.py @@ -93,7 +93,7 @@ def get_git_sha() -> str: "flask-wtf>=1.1.0, <2.0", "func_timeout", "geopy", - "gunicorn>=20.1.0; sys_platform != 'win32'", + "gunicorn>=21.2.0, <22.0; sys_platform != 'win32'", "hashids>=1.3.1, <2", "holidays>=0.23, <0.24", "humanize", From d54e827bb9f8eab8a7734bf7bdb8a5fdb2ae0c79 Mon Sep 17 00:00:00 2001 From: John Bodley <4567245+john-bodley@users.noreply.github.com> Date: Mon, 18 Sep 2023 05:49:51 -0700 Subject: [PATCH 022/105] fix: Add explicit ON DELETE CASCADE for dashboard_roles (#25320) --- ..._on_delete_cascade_for_dashboard_slices.py | 2 +- ...lete_cascade_for_embedded_dashboards.py.py | 2 +- ...d_on_delete_cascade_for_dashboard_roles.py | 55 +++++++++++++++++++ superset/models/dashboard.py | 16 +++++- 4 files changed, 71 insertions(+), 4 deletions(-) create mode 100644 superset/migrations/versions/2023-09-15_12-58_4b85906e5b91_add_on_delete_cascade_for_dashboard_roles.py diff --git a/superset/migrations/versions/2023-08-09_14-17_8ace289026f3_add_on_delete_cascade_for_dashboard_slices.py b/superset/migrations/versions/2023-08-09_14-17_8ace289026f3_add_on_delete_cascade_for_dashboard_slices.py index caac489bd1b1a..42e3507f7ca83 100644 --- a/superset/migrations/versions/2023-08-09_14-17_8ace289026f3_add_on_delete_cascade_for_dashboard_slices.py +++ b/superset/migrations/versions/2023-08-09_14-17_8ace289026f3_add_on_delete_cascade_for_dashboard_slices.py @@ -14,7 +14,7 @@ # KIND, either express or implied. See the License for the # specific language governing permissions and limitations # under the License. -"""add on delete cascade for dashboard slices +"""add on delete cascade for dashboard_slices Revision ID: 8ace289026f3 Revises: 2e826adca42c diff --git a/superset/migrations/versions/2023-08-09_15-39_4448fa6deeb1__dd_on_delete_cascade_for_embedded_dashboards.py.py b/superset/migrations/versions/2023-08-09_15-39_4448fa6deeb1__dd_on_delete_cascade_for_embedded_dashboards.py.py index b50f6375147c1..8d298863a6379 100644 --- a/superset/migrations/versions/2023-08-09_15-39_4448fa6deeb1__dd_on_delete_cascade_for_embedded_dashboards.py.py +++ b/superset/migrations/versions/2023-08-09_15-39_4448fa6deeb1__dd_on_delete_cascade_for_embedded_dashboards.py.py @@ -14,7 +14,7 @@ # KIND, either express or implied. See the License for the # specific language governing permissions and limitations # under the License. -"""add on delete cascade for embedded dashboards +"""add on delete cascade for embedded_dashboards Revision ID: 4448fa6deeb1 Revises: 8ace289026f3 diff --git a/superset/migrations/versions/2023-09-15_12-58_4b85906e5b91_add_on_delete_cascade_for_dashboard_roles.py b/superset/migrations/versions/2023-09-15_12-58_4b85906e5b91_add_on_delete_cascade_for_dashboard_roles.py new file mode 100644 index 0000000000000..b712aca682528 --- /dev/null +++ b/superset/migrations/versions/2023-09-15_12-58_4b85906e5b91_add_on_delete_cascade_for_dashboard_roles.py @@ -0,0 +1,55 @@ +# Licensed to the Apache Software Foundation (ASF) under one +# or more contributor license agreements. See the NOTICE file +# distributed with this work for additional information +# regarding copyright ownership. The ASF licenses this file +# to you under the Apache License, Version 2.0 (the +# "License"); you may not use this file except in compliance +# with the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, +# software distributed under the License is distributed on an +# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +# KIND, either express or implied. See the License for the +# specific language governing permissions and limitations +# under the License. +"""add on delete cascade for dashboard_roles + +Revision ID: 4b85906e5b91 +Revises: 317970b4400c +Create Date: 2023-09-15 12:58:26.772759 + +""" + +# revision identifiers, used by Alembic. +revision = "4b85906e5b91" +down_revision = "317970b4400c" + + +from superset.migrations.shared.constraints import ForeignKey, redefine + +foreign_keys = [ + ForeignKey( + table="dashboard_roles", + referent_table="dashboards", + local_cols=["dashboard_id"], + remote_cols=["id"], + ), + ForeignKey( + table="dashboard_roles", + referent_table="ab_role", + local_cols=["role_id"], + remote_cols=["id"], + ), +] + + +def upgrade(): + for foreign_key in foreign_keys: + redefine(foreign_key, on_delete="CASCADE") + + +def downgrade(): + for foreign_key in foreign_keys: + redefine(foreign_key) diff --git a/superset/models/dashboard.py b/superset/models/dashboard.py index 15dd600c120b0..c4e6f45c52533 100644 --- a/superset/models/dashboard.py +++ b/superset/models/dashboard.py @@ -127,8 +127,20 @@ def copy_dashboard(_mapper: Mapper, connection: Connection, target: Dashboard) - "dashboard_roles", metadata, Column("id", Integer, primary_key=True), - Column("dashboard_id", Integer, ForeignKey("dashboards.id"), nullable=False), - Column("role_id", Integer, ForeignKey("ab_role.id"), nullable=False), + Column( + "dashboard_id", + Integer, + ForeignKey("dashboards.id"), + nullable=False, + on_delete="CASCADE", + ), + Column( + "role_id", + Integer, + ForeignKey("ab_role.id"), + nullable=False, + on_delete="CASCADE", + ), ) From e11012d426647184b622740b3615e997f04da164 Mon Sep 17 00:00:00 2001 From: Jonathon Batson Date: Tue, 19 Sep 2023 04:27:01 +1000 Subject: [PATCH 023/105] docs: add ReadyTech to INTHEWILD.md (#25324) --- RESOURCES/INTHEWILD.md | 1 + 1 file changed, 1 insertion(+) diff --git a/RESOURCES/INTHEWILD.md b/RESOURCES/INTHEWILD.md index 6f132b16f880c..dc74489d7ade2 100644 --- a/RESOURCES/INTHEWILD.md +++ b/RESOURCES/INTHEWILD.md @@ -101,6 +101,7 @@ Join our growing community! - [Preset, Inc.](https://preset.io) - [Pronto Tools](http://www.prontotools.io) [@zkan] - [PubNub](https://pubnub.com) [@jzucker2] +- [ReadyTech](https://www.readytech.io) - [Reward Gateway](https://www.rewardgateway.com) - [ScopeAI](https://www.getscopeai.com) [@iloveluce] - [Showmax](https://tech.showmax.com) [@bobek] From c8c94825ce8ec0d276c7e8c8d5aacbd4ca699b6f Mon Sep 17 00:00:00 2001 From: Zef Lin Date: Mon, 18 Sep 2023 11:30:52 -0700 Subject: [PATCH 024/105] fix(chart): Supporting custom SQL as temporal x-axis column with filter (#25126) Co-authored-by: Kamil Gabryjelski --- .../explore/actions/exploreActions.test.js | 13 ++-- .../src/explore/reducers/exploreReducer.js | 18 ++--- superset/common/query_context_factory.py | 7 +- superset/connectors/sqla/models.py | 2 + .../charts/data/api_tests.py | 66 +++++++++++++++++++ 5 files changed, 90 insertions(+), 16 deletions(-) diff --git a/superset-frontend/src/explore/actions/exploreActions.test.js b/superset-frontend/src/explore/actions/exploreActions.test.js index cdf76bdcc6a6f..9dd53756800d1 100644 --- a/superset-frontend/src/explore/actions/exploreActions.test.js +++ b/superset-frontend/src/explore/actions/exploreActions.test.js @@ -22,20 +22,19 @@ import exploreReducer from 'src/explore/reducers/exploreReducer'; import * as actions from 'src/explore/actions/exploreActions'; describe('reducers', () => { - it('sets correct control value given an arbitrary key and value', () => { + it('Does not set a control value if control does not exist', () => { const newState = exploreReducer( defaultState, actions.setControlValue('NEW_FIELD', 'x', []), ); - expect(newState.controls.NEW_FIELD.value).toBe('x'); - expect(newState.form_data.NEW_FIELD).toBe('x'); + expect(newState.controls.NEW_FIELD).toBeUndefined(); }); - it('setControlValue works as expected with a checkbox', () => { + it('setControlValue works as expected with a Select control', () => { const newState = exploreReducer( defaultState, - actions.setControlValue('show_legend', true, []), + actions.setControlValue('y_axis_format', '$,.2f', []), ); - expect(newState.controls.show_legend.value).toBe(true); - expect(newState.form_data.show_legend).toBe(true); + expect(newState.controls.y_axis_format.value).toBe('$,.2f'); + expect(newState.form_data.y_axis_format).toBe('$,.2f'); }); }); diff --git a/superset-frontend/src/explore/reducers/exploreReducer.js b/superset-frontend/src/explore/reducers/exploreReducer.js index ac451ade3da16..d5565a0dad5eb 100644 --- a/superset-frontend/src/explore/reducers/exploreReducer.js +++ b/superset-frontend/src/explore/reducers/exploreReducer.js @@ -112,7 +112,7 @@ export default function exploreReducer(state = {}, action) { const vizType = new_form_data.viz_type; // if the controlName is metrics, and the metric column name is updated, - // need to update column config as well to keep the previou config. + // need to update column config as well to keep the previous config. if (controlName === 'metrics' && old_metrics_data && new_column_config) { value.forEach((item, index) => { if ( @@ -129,11 +129,11 @@ export default function exploreReducer(state = {}, action) { } // Use the processed control config (with overrides and everything) - // if `controlName` does not existing in current controls, + // if `controlName` does not exist in current controls, const controlConfig = state.controls[action.controlName] || getControlConfig(action.controlName, vizType) || - {}; + null; // will call validators again const control = { @@ -149,7 +149,7 @@ export default function exploreReducer(state = {}, action) { ...state, controls: { ...state.controls, - [controlName]: control, + ...(controlConfig && { [controlName]: control }), ...(controlName === 'metrics' && { column_config }), }, }; @@ -196,10 +196,12 @@ export default function exploreReducer(state = {}, action) { triggerRender: control.renderTrigger && !hasErrors, controls: { ...currentControlsState, - [action.controlName]: { - ...control, - validationErrors: errors, - }, + ...(controlConfig && { + [action.controlName]: { + ...control, + validationErrors: errors, + }, + }), ...rerenderedControls, }, }; diff --git a/superset/common/query_context_factory.py b/superset/common/query_context_factory.py index f2c8bcfefcccc..d6510ccd9a434 100644 --- a/superset/common/query_context_factory.py +++ b/superset/common/query_context_factory.py @@ -26,7 +26,7 @@ from superset.daos.chart import ChartDAO from superset.daos.datasource import DatasourceDAO from superset.models.slice import Slice -from superset.utils.core import DatasourceDict, DatasourceType +from superset.utils.core import DatasourceDict, DatasourceType, is_adhoc_column if TYPE_CHECKING: from superset.connectors.base.models import BaseDatasource @@ -128,6 +128,8 @@ def _apply_granularity( if granularity := query_object.granularity: filter_to_remove = None + if is_adhoc_column(x_axis): # type: ignore + x_axis = x_axis.get("sqlExpression") if x_axis and x_axis in temporal_columns: filter_to_remove = x_axis x_axis_column = next( @@ -175,6 +177,9 @@ def _apply_granularity( # another temporal filter. A new filter based on the value of # the granularity will be added later in the code. # In practice, this is replacing the previous default temporal filter. + if is_adhoc_column(filter_to_remove): # type: ignore + filter_to_remove = filter_to_remove.get("sqlExpression") + if filter_to_remove: query_object.filter = [ filter diff --git a/superset/connectors/sqla/models.py b/superset/connectors/sqla/models.py index b680b8df864e5..467ff331e412d 100644 --- a/superset/connectors/sqla/models.py +++ b/superset/connectors/sqla/models.py @@ -1011,6 +1011,8 @@ def adhoc_column_to_sqla( # pylint: disable=too-many-locals qry = sa.select([sqla_column]).limit(1).select_from(tbl) sql = self.database.compile_sqla_query(qry) col_desc = get_columns_description(self.database, self.schema, sql) + if not col_desc: + raise SupersetGenericDBErrorException("Column not found") is_dttm = col_desc[0]["is_dttm"] # type: ignore except SupersetGenericDBErrorException as ex: raise ColumnNotFoundException(message=str(ex)) from ex diff --git a/tests/integration_tests/charts/data/api_tests.py b/tests/integration_tests/charts/data/api_tests.py index dc82026986245..ab91cce55e825 100644 --- a/tests/integration_tests/charts/data/api_tests.py +++ b/tests/integration_tests/charts/data/api_tests.py @@ -51,6 +51,7 @@ from superset.superset_typing import AdhocColumn from superset.utils.core import ( AnnotationType, + backend, get_example_default_schema, AdhocMetricExpressionType, ExtraFiltersReasonType, @@ -943,6 +944,71 @@ def test_chart_data_get(self): assert data["result"][0]["status"] == "success" assert data["result"][0]["rowcount"] == 2 + @pytest.mark.usefixtures("load_birth_names_dashboard_with_slices") + def test_chart_data_get_with_x_axis_using_custom_sql(self): + """ + Chart data API: Test GET endpoint + """ + chart = db.session.query(Slice).filter_by(slice_name="Genders").one() + chart.query_context = json.dumps( + { + "datasource": {"id": chart.table.id, "type": "table"}, + "force": False, + "queries": [ + { + "time_range": "1900-01-01T00:00:00 : 2000-01-01T00:00:00", + "granularity": "ds", + "filters": [ + {"col": "ds", "op": "TEMPORAL_RANGE", "val": "No filter"} + ], + "extras": { + "having": "", + "where": "", + }, + "applied_time_extras": {}, + "columns": [ + { + "columnType": "BASE_AXIS", + "datasourceWarning": False, + "expressionType": "SQL", + "label": "My column", + "sqlExpression": "ds", + "timeGrain": "P1W", + } + ], + "metrics": ["sum__num"], + "orderby": [["sum__num", False]], + "annotation_layers": [], + "row_limit": 50000, + "timeseries_limit": 0, + "order_desc": True, + "url_params": {}, + "custom_params": {}, + "custom_form_data": {}, + } + ], + "form_data": { + "x_axis": { + "datasourceWarning": False, + "expressionType": "SQL", + "label": "My column", + "sqlExpression": "ds", + } + }, + "result_format": "json", + "result_type": "full", + } + ) + rv = self.get_assert_metric(f"api/v1/chart/{chart.id}/data/", "get_data") + assert rv.mimetype == "application/json" + data = json.loads(rv.data.decode("utf-8")) + assert data["result"][0]["status"] == "success" + + if backend() == "presto": + assert data["result"][0]["rowcount"] == 41 + else: + assert data["result"][0]["rowcount"] == 40 + @pytest.mark.usefixtures("load_birth_names_dashboard_with_slices") def test_chart_data_get_forced(self): """ From fba66c6250c38944639cfc1f95a67ef00c66629c Mon Sep 17 00:00:00 2001 From: Jack Fragassi Date: Mon, 18 Sep 2023 11:37:35 -0700 Subject: [PATCH 025/105] fix: Use RLS clause instead of ID for cache key (#25229) --- superset/security/manager.py | 26 ++++++++++--------- .../security/row_level_security_tests.py | 15 +++++++++++ 2 files changed, 29 insertions(+), 12 deletions(-) diff --git a/superset/security/manager.py b/superset/security/manager.py index ef0f9c975a18a..2935e1eb98e22 100644 --- a/superset/security/manager.py +++ b/superset/security/manager.py @@ -79,7 +79,7 @@ if TYPE_CHECKING: from superset.common.query_context import QueryContext from superset.connectors.base.models import BaseDatasource - from superset.connectors.sqla.models import SqlaTable + from superset.connectors.sqla.models import RowLevelSecurityFilter, SqlaTable from superset.models.core import Database from superset.models.dashboard import Dashboard from superset.models.sql_lab import Query @@ -2083,28 +2083,30 @@ def get_rls_filters(self, table: "BaseDatasource") -> list[SqlaQuery]: ) return query.all() - def get_rls_ids(self, table: "BaseDatasource") -> list[int]: + def get_rls_sorted(self, table: "BaseDatasource") -> list["RowLevelSecurityFilter"]: """ - Retrieves the appropriate row level security filters IDs for the current user - and the passed table. + Retrieves a list RLS filters sorted by ID for + the current user and the passed table. :param table: The table to check against - :returns: A list of IDs + :returns: A list RLS filters """ - ids = [f.id for f in self.get_rls_filters(table)] - ids.sort() # Combinations rather than permutations - return ids + filters = self.get_rls_filters(table) + filters.sort(key=lambda f: f.id) + return filters def get_guest_rls_filters_str(self, table: "BaseDatasource") -> list[str]: return [f.get("clause", "") for f in self.get_guest_rls_filters(table)] def get_rls_cache_key(self, datasource: "BaseDatasource") -> list[str]: - rls_ids = [] + rls_clauses_with_group_key = [] if datasource.is_rls_supported: - rls_ids = self.get_rls_ids(datasource) - rls_str = [str(rls_id) for rls_id in rls_ids] + rls_clauses_with_group_key = [ + f"{f.clause}-{f.group_key or ''}" + for f in self.get_rls_sorted(datasource) + ] guest_rls = self.get_guest_rls_filters_str(datasource) - return guest_rls + rls_str + return guest_rls + rls_clauses_with_group_key @staticmethod def _get_current_epoch_time() -> float: diff --git a/tests/integration_tests/security/row_level_security_tests.py b/tests/integration_tests/security/row_level_security_tests.py index c29ebe9afef03..41ca0d5e798e9 100644 --- a/tests/integration_tests/security/row_level_security_tests.py +++ b/tests/integration_tests/security/row_level_security_tests.py @@ -305,6 +305,21 @@ def test_rls_filter_doesnt_alter_admin_birth_names_query(self): assert not self.NAMES_Q_REGEX.search(sql) assert not self.BASE_FILTER_REGEX.search(sql) + @pytest.mark.usefixtures("load_birth_names_dashboard_with_slices") + def test_get_rls_cache_key(self): + g.user = self.get_user(username="admin") + tbl = self.get_table(name="birth_names") + clauses = security_manager.get_rls_cache_key(tbl) + assert clauses == [] + + g.user = self.get_user(username="gamma") + clauses = security_manager.get_rls_cache_key(tbl) + assert clauses == [ + "name like 'A%' or name like 'B%'-name", + "name like 'Q%'-name", + "gender = 'boy'-gender", + ] + class TestRowLevelSecurityCreateAPI(SupersetTestCase): @pytest.mark.usefixtures("load_birth_names_dashboard_with_slices") From 6e799e37f4380ecf80d2639fabc85bfc09e55854 Mon Sep 17 00:00:00 2001 From: Janhavi Tripurwar <50945749+janhavitripurwar@users.noreply.github.com> Date: Tue, 19 Sep 2023 00:24:04 +0530 Subject: [PATCH 026/105] docs: add snowflake-sqlalchemy in ./docker/requirements-local.txt (#25312) --- docs/docs/databases/snowflake.mdx | 9 +++++++++ 1 file changed, 9 insertions(+) diff --git a/docs/docs/databases/snowflake.mdx b/docs/docs/databases/snowflake.mdx index d128e43016888..dd5deb1aaa068 100644 --- a/docs/docs/databases/snowflake.mdx +++ b/docs/docs/databases/snowflake.mdx @@ -7,6 +7,15 @@ version: 1 ## Snowflake +### Install Snowflake Driver + +Follow the steps [here](/docs/databases/docker-add-drivers) about how to +install new database drivers when setting up Superset locally via docker-compose. + +``` +echo "snowflake-sqlalchemy" >> ./docker/requirements-local.txt +``` + The recommended connector library for Snowflake is [snowflake-sqlalchemy](https://pypi.org/project/snowflake-sqlalchemy/). From 090ae64dfa3dab8c71a0ffbbdfc69e4ef4a73210 Mon Sep 17 00:00:00 2001 From: "Hugh A. Miles II" Date: Mon, 18 Sep 2023 14:56:08 -0400 Subject: [PATCH 027/105] feat(tag): fast follow for Tags flatten api + update client with generator + some bug fixes (#25309) --- .../src/features/tags/BulkTagModal.tsx | 12 ++++--- superset/daos/tag.py | 1 - superset/tags/api.py | 5 ++- superset/tags/commands/create.py | 22 ++++++++++-- superset/tags/commands/utils.py | 18 ++++++++++ superset/tags/schemas.py | 22 +++++------- tests/integration_tests/tags/api_tests.py | 24 ++++++++++--- tests/unit_tests/dao/tag_test.py | 3 -- tests/unit_tests/tags/commands/create_test.py | 19 ++++++++-- tests/unit_tests/tags/commands/update_test.py | 35 ++++++++++++++++--- 10 files changed, 124 insertions(+), 37 deletions(-) diff --git a/superset-frontend/src/features/tags/BulkTagModal.tsx b/superset-frontend/src/features/tags/BulkTagModal.tsx index adacef1f47c7a..3fff056f41329 100644 --- a/superset-frontend/src/features/tags/BulkTagModal.tsx +++ b/superset-frontend/src/features/tags/BulkTagModal.tsx @@ -45,13 +45,19 @@ const BulkTagModal: React.FC = ({ addDangerToast, }) => { useEffect(() => {}, []); + const [tags, setTags] = useState([]); const onSave = async () => { await SupersetClient.post({ endpoint: `/api/v1/tag/bulk_create`, jsonPayload: { - tags: tags.map(tag => tag.value), - objects_to_tag: selected.map(item => [resourceName, +item.original.id]), + tags: tags.map(tag => ({ + name: tag.value, + objects_to_tag: selected.map(item => [ + resourceName, + +item.original.id, + ]), + })), }, }) .then(({ json = {} }) => { @@ -66,8 +72,6 @@ const BulkTagModal: React.FC = ({ setTags([]); }; - const [tags, setTags] = useState([]); - return ( Response: try: for tag in item.get("tags"): tagged_item: dict[str, Any] = self.add_model_schema.load( - {"name": tag, "objects_to_tag": item.get("objects_to_tag")} + { + "name": tag.get("name"), + "objects_to_tag": tag.get("objects_to_tag"), + } ) CreateCustomTagWithRelationshipsCommand( tagged_item, bulk_create=True diff --git a/superset/tags/commands/create.py b/superset/tags/commands/create.py index 3f05ccd23e93e..e8311ad520be4 100644 --- a/superset/tags/commands/create.py +++ b/superset/tags/commands/create.py @@ -17,12 +17,13 @@ import logging from typing import Any -from superset import db +from superset import db, security_manager from superset.commands.base import BaseCommand, CreateMixin from superset.daos.exceptions import DAOCreateFailedError from superset.daos.tag import TagDAO +from superset.exceptions import SupersetSecurityException from superset.tags.commands.exceptions import TagCreateFailedError, TagInvalidError -from superset.tags.commands.utils import to_object_type +from superset.tags.commands.utils import to_object_model, to_object_type from superset.tags.models import ObjectTypes, TagTypes logger = logging.getLogger(__name__) @@ -73,6 +74,7 @@ def __init__(self, data: dict[str, Any], bulk_create: bool = False): def run(self) -> None: self.validate() + try: tag = TagDAO.get_by_name(self._tag.strip(), TagTypes.custom) if self._objects_to_tag: @@ -84,7 +86,8 @@ def run(self) -> None: if self._description: tag.description = self._description - db.session.commit() + + db.session.commit() except DAOCreateFailedError as ex: logger.exception(ex.exception) @@ -98,12 +101,25 @@ def validate(self) -> None: exceptions.append(TagInvalidError()) # Validate object type + skipped_tagged_objects: list[tuple[str, int]] = [] for obj_type, obj_id in self._objects_to_tag: + skipped_tagged_objects = [] object_type = to_object_type(obj_type) + if not object_type: exceptions.append( TagInvalidError(f"invalid object type {object_type}") ) + try: + model = to_object_model(object_type, obj_id) # type: ignore + security_manager.raise_for_ownership(model) + except SupersetSecurityException: + # skip the object if the user doesn't have access + skipped_tagged_objects.append((obj_type, obj_id)) + + self._objects_to_tag = set(self._objects_to_tag) - set( + skipped_tagged_objects + ) if exceptions: raise TagInvalidError(exceptions=exceptions) diff --git a/superset/tags/commands/utils.py b/superset/tags/commands/utils.py index 2993365b7ac75..028465d83a4ae 100644 --- a/superset/tags/commands/utils.py +++ b/superset/tags/commands/utils.py @@ -17,6 +17,12 @@ from typing import Optional, Union +from superset.daos.chart import ChartDAO +from superset.daos.dashboard import DashboardDAO +from superset.daos.query import SavedQueryDAO +from superset.models.dashboard import Dashboard +from superset.models.slice import Slice +from superset.models.sql_lab import SavedQuery from superset.tags.models import ObjectTypes @@ -27,3 +33,15 @@ def to_object_type(object_type: Union[ObjectTypes, int, str]) -> Optional[Object if object_type in [type_.value, type_.name]: return type_ return None + + +def to_object_model( + object_type: ObjectTypes, object_id: int +) -> Optional[Union[Dashboard, SavedQuery, Slice]]: + if ObjectTypes.dashboard == object_type: + return DashboardDAO.find_by_id(object_id) + if ObjectTypes.query == object_type: + return SavedQueryDAO.find_by_id(object_id) + if ObjectTypes.chart == object_type: + return ChartDAO.find_by_id(object_id) + return None diff --git a/superset/tags/schemas.py b/superset/tags/schemas.py index 8aafbb76b59bf..571a2a03c9e74 100644 --- a/superset/tags/schemas.py +++ b/superset/tags/schemas.py @@ -54,27 +54,21 @@ class TagGetResponseSchema(Schema): type = fields.String() -class TagPostSchema(Schema): +class TagObjectSchema(Schema): name = fields.String() description = fields.String(required=False, allow_none=True) - # resource id's to tag with tag objects_to_tag = fields.List( fields.Tuple((fields.String(), fields.Int())), required=False ) class TagPostBulkSchema(Schema): - tags = fields.List(fields.String()) - # resource id's to tag with tag - objects_to_tag = fields.List( - fields.Tuple((fields.String(), fields.Int())), required=False - ) + tags = fields.List(fields.Nested(TagObjectSchema)) -class TagPutSchema(Schema): - name = fields.String() - description = fields.String(required=False, allow_none=True) - # resource id's to tag with tag - objects_to_tag = fields.List( - fields.Tuple((fields.String(), fields.Int())), required=False - ) +class TagPostSchema(TagObjectSchema): + pass + + +class TagPutSchema(TagObjectSchema): + pass diff --git a/tests/integration_tests/tags/api_tests.py b/tests/integration_tests/tags/api_tests.py index 06e4a73e19130..444d52078e7ca 100644 --- a/tests/integration_tests/tags/api_tests.py +++ b/tests/integration_tests/tags/api_tests.py @@ -530,8 +530,23 @@ def test_post_bulk_tag(self): rv = self.client.post( uri, json={ - "tags": ["tag1", "tag2", "tag3"], - "objects_to_tag": [["dashboard", dashboard.id], ["chart", chart.id]], + "tags": [ + { + "name": "tag1", + "objects_to_tag": [ + ["dashboard", dashboard.id], + ["chart", chart.id], + ], + }, + { + "name": "tag2", + "objects_to_tag": [["dashboard", dashboard.id]], + }, + { + "name": "tag3", + "objects_to_tag": [["chart", chart.id]], + }, + ] }, ) @@ -547,11 +562,10 @@ def test_post_bulk_tag(self): TaggedObject.object_id == dashboard.id, TaggedObject.object_type == ObjectTypes.dashboard, ) - assert tagged_objects.count() == 3 + assert tagged_objects.count() == 2 tagged_objects = db.session.query(TaggedObject).filter( - # TaggedObject.tag_id.in_([tag.id for tag in tags]), TaggedObject.object_id == chart.id, TaggedObject.object_type == ObjectTypes.chart, ) - assert tagged_objects.count() == 3 + assert tagged_objects.count() == 2 diff --git a/tests/unit_tests/dao/tag_test.py b/tests/unit_tests/dao/tag_test.py index 476c51e45db31..065ed756628cc 100644 --- a/tests/unit_tests/dao/tag_test.py +++ b/tests/unit_tests/dao/tag_test.py @@ -169,6 +169,3 @@ def test_create_tag_relationship(mocker): # Verify that the correct number of TaggedObjects are added to the session assert mock_session.add_all.call_count == 1 assert len(mock_session.add_all.call_args[0][0]) == len(objects_to_tag) - - # Verify that commit is called - mock_session.commit.assert_called_once() diff --git a/tests/unit_tests/tags/commands/create_test.py b/tests/unit_tests/tags/commands/create_test.py index a188625b403f5..639372a70fef6 100644 --- a/tests/unit_tests/tags/commands/create_test.py +++ b/tests/unit_tests/tags/commands/create_test.py @@ -1,4 +1,5 @@ import pytest +from pytest_mock import MockFixture from sqlalchemy.orm.session import Session from superset.utils.core import DatasourceType @@ -47,7 +48,7 @@ def session_with_data(session: Session): yield session -def test_create_command_success(session_with_data: Session): +def test_create_command_success(session_with_data: Session, mocker: MockFixture): from superset.connectors.sqla.models import SqlaTable from superset.daos.tag import TagDAO from superset.models.dashboard import Dashboard @@ -61,6 +62,12 @@ def test_create_command_success(session_with_data: Session): chart = session_with_data.query(Slice).first() dashboard = session_with_data.query(Dashboard).first() + mocker.patch( + "superset.security.SupersetSecurityManager.is_admin", return_value=True + ) + mocker.patch("superset.daos.chart.ChartDAO.find_by_id", return_value=chart) + mocker.patch("superset.daos.query.SavedQueryDAO.find_by_id", return_value=query) + objects_to_tag = [ (ObjectTypes.query, query.id), (ObjectTypes.chart, chart.id), @@ -84,7 +91,9 @@ def test_create_command_success(session_with_data: Session): ) -def test_create_command_failed_validate(session_with_data: Session): +def test_create_command_failed_validate( + session_with_data: Session, mocker: MockFixture +): from superset.connectors.sqla.models import SqlaTable from superset.daos.tag import TagDAO from superset.models.dashboard import Dashboard @@ -98,6 +107,12 @@ def test_create_command_failed_validate(session_with_data: Session): chart = session_with_data.query(Slice).first() dashboard = session_with_data.query(Dashboard).first() + mocker.patch( + "superset.security.SupersetSecurityManager.is_admin", return_value=True + ) + mocker.patch("superset.daos.chart.ChartDAO.find_by_id", return_value=query) + mocker.patch("superset.daos.query.SavedQueryDAO.find_by_id", return_value=chart) + objects_to_tag = [ (ObjectTypes.query, query.id), (ObjectTypes.chart, chart.id), diff --git a/tests/unit_tests/tags/commands/update_test.py b/tests/unit_tests/tags/commands/update_test.py index 2c2454547eb17..84007fbb685d2 100644 --- a/tests/unit_tests/tags/commands/update_test.py +++ b/tests/unit_tests/tags/commands/update_test.py @@ -1,4 +1,5 @@ import pytest +from pytest_mock import MockFixture from sqlalchemy.orm.session import Session from superset.utils.core import DatasourceType @@ -56,13 +57,19 @@ def session_with_data(session: Session): yield session -def test_update_command_success(session_with_data: Session): +def test_update_command_success(session_with_data: Session, mocker: MockFixture): from superset.daos.tag import TagDAO from superset.models.dashboard import Dashboard from superset.tags.commands.update import UpdateTagCommand from superset.tags.models import ObjectTypes, TaggedObject dashboard = session_with_data.query(Dashboard).first() + mocker.patch( + "superset.security.SupersetSecurityManager.is_admin", return_value=True + ) + mocker.patch( + "superset.daos.dashboard.DashboardDAO.find_by_id", return_value=dashboard + ) objects_to_tag = [ (ObjectTypes.dashboard, dashboard.id), @@ -84,7 +91,9 @@ def test_update_command_success(session_with_data: Session): assert len(session_with_data.query(TaggedObject).all()) == len(objects_to_tag) -def test_update_command_success_duplicates(session_with_data: Session): +def test_update_command_success_duplicates( + session_with_data: Session, mocker: MockFixture +): from superset.daos.tag import TagDAO from superset.models.dashboard import Dashboard from superset.models.slice import Slice @@ -95,6 +104,14 @@ def test_update_command_success_duplicates(session_with_data: Session): dashboard = session_with_data.query(Dashboard).first() chart = session_with_data.query(Slice).first() + mocker.patch( + "superset.security.SupersetSecurityManager.is_admin", return_value=True + ) + mocker.patch("superset.daos.chart.ChartDAO.find_by_id", return_value=chart) + mocker.patch( + "superset.daos.dashboard.DashboardDAO.find_by_id", return_value=dashboard + ) + objects_to_tag = [ (ObjectTypes.dashboard, dashboard.id), ] @@ -124,14 +141,16 @@ def test_update_command_success_duplicates(session_with_data: Session): assert changed_model.objects[0].object_id == chart.id -def test_update_command_failed_validation(session_with_data: Session): +def test_update_command_failed_validation( + session_with_data: Session, mocker: MockFixture +): from superset.daos.tag import TagDAO from superset.models.dashboard import Dashboard from superset.models.slice import Slice from superset.tags.commands.create import CreateCustomTagWithRelationshipsCommand from superset.tags.commands.exceptions import TagInvalidError from superset.tags.commands.update import UpdateTagCommand - from superset.tags.models import ObjectTypes, TaggedObject + from superset.tags.models import ObjectTypes dashboard = session_with_data.query(Dashboard).first() chart = session_with_data.query(Slice).first() @@ -139,6 +158,14 @@ def test_update_command_failed_validation(session_with_data: Session): (ObjectTypes.chart, chart.id), ] + mocker.patch( + "superset.security.SupersetSecurityManager.is_admin", return_value=True + ) + mocker.patch("superset.daos.chart.ChartDAO.find_by_id", return_value=chart) + mocker.patch( + "superset.daos.dashboard.DashboardDAO.find_by_id", return_value=dashboard + ) + CreateCustomTagWithRelationshipsCommand( data={"name": "test_tag", "objects_to_tag": objects_to_tag} ).run() From 5cc0feb647abe6d9ab5dedf8c14fc4a7cade9f86 Mon Sep 17 00:00:00 2001 From: Kris Lendon <36480650+tenkian4@users.noreply.github.com> Date: Mon, 18 Sep 2023 23:16:52 +0100 Subject: [PATCH 028/105] feat(helm): Support HPA for supersetNode and supersetWorker (#25280) Co-authored-by: Nav_InverseInfinity --- helm/superset/Chart.yaml | 2 +- helm/superset/README.md | 10 +++- .../superset/templates/deployment-worker.yaml | 2 + helm/superset/templates/deployment.yaml | 2 + helm/superset/templates/hpa-node.yaml | 54 +++++++++++++++++++ helm/superset/templates/hpa-worker.yaml | 54 +++++++++++++++++++ helm/superset/values.yaml | 14 +++++ 7 files changed, 136 insertions(+), 2 deletions(-) create mode 100644 helm/superset/templates/hpa-node.yaml create mode 100644 helm/superset/templates/hpa-worker.yaml diff --git a/helm/superset/Chart.yaml b/helm/superset/Chart.yaml index 8af3ae4acf579..729a5114c39db 100644 --- a/helm/superset/Chart.yaml +++ b/helm/superset/Chart.yaml @@ -29,7 +29,7 @@ maintainers: - name: craig-rueda email: craig@craigrueda.com url: https://github.com/craig-rueda -version: 0.10.6 +version: 0.10.7 dependencies: - name: postgresql version: 12.1.6 diff --git a/helm/superset/README.md b/helm/superset/README.md index 724eb4310160d..1b2588cbc2b7b 100644 --- a/helm/superset/README.md +++ b/helm/superset/README.md @@ -23,7 +23,7 @@ NOTE: This file is generated by helm-docs: https://github.com/norwoodj/helm-docs # superset -![Version: 0.10.6](https://img.shields.io/badge/Version-0.10.6-informational?style=flat-square) +![Version: 0.10.7](https://img.shields.io/badge/Version-0.10.7-informational?style=flat-square) Apache Superset is a modern, enterprise-ready business intelligence web application @@ -169,6 +169,10 @@ helm install my-superset superset/superset | supersetCeleryFlower.startupProbe.timeoutSeconds | int | `1` | | | supersetCeleryFlower.topologySpreadConstraints | list | `[]` | TopologySpreadConstrains to be added to supersetCeleryFlower deployments | | supersetNode.affinity | object | `{}` | Affinity to be added to supersetNode deployment | +| supersetNode.autoscaling.enabled | bool | `false` | | +| supersetNode.autoscaling.maxReplicas | int | `100` | | +| supersetNode.autoscaling.minReplicas | int | `1` | | +| supersetNode.autoscaling.targetCPUUtilizationPercentage | int | `80` | | | supersetNode.command | list | See `values.yaml` | Startup command | | supersetNode.connections.db_host | string | `"{{ .Release.Name }}-postgresql"` | | | supersetNode.connections.db_name | string | `"superset"` | | @@ -257,6 +261,10 @@ helm install my-superset superset/superset | supersetWebsockets.strategy | object | `{}` | | | supersetWebsockets.topologySpreadConstraints | list | `[]` | TopologySpreadConstrains to be added to supersetWebsockets deployments | | supersetWorker.affinity | object | `{}` | Affinity to be added to supersetWorker deployment | +| supersetWorker.autoscaling.enabled | bool | `false` | | +| supersetWorker.autoscaling.maxReplicas | int | `100` | | +| supersetWorker.autoscaling.minReplicas | int | `1` | | +| supersetWorker.autoscaling.targetCPUUtilizationPercentage | int | `80` | | | supersetWorker.command | list | a `celery worker` command | Worker startup command | | supersetWorker.containerSecurityContext | object | `{}` | | | supersetWorker.deploymentAnnotations | object | `{}` | Annotations to be added to supersetWorker deployment | diff --git a/helm/superset/templates/deployment-worker.yaml b/helm/superset/templates/deployment-worker.yaml index 7f2bcf8df3cd5..d84e7e9561103 100644 --- a/helm/superset/templates/deployment-worker.yaml +++ b/helm/superset/templates/deployment-worker.yaml @@ -34,7 +34,9 @@ metadata: annotations: {{- toYaml .Values.supersetWorker.deploymentAnnotations | nindent 4 }} {{- end }} spec: + {{- if not .Values.supersetWorker.autoscaling.enabled }} replicas: {{ .Values.supersetWorker.replicaCount }} + {{- end }} selector: matchLabels: app: {{ template "superset.name" . }}-worker diff --git a/helm/superset/templates/deployment.yaml b/helm/superset/templates/deployment.yaml index 780ae87963c7d..19a32d7069c5d 100644 --- a/helm/superset/templates/deployment.yaml +++ b/helm/superset/templates/deployment.yaml @@ -34,7 +34,9 @@ metadata: annotations: {{- toYaml .Values.supersetNode.deploymentAnnotations | nindent 4 }} {{- end }} spec: + {{- if not .Values.supersetNode.autoscaling.enabled }} replicas: {{ .Values.supersetNode.replicaCount }} + {{- end }} {{- if .Values.supersetNode.strategy }} strategy: {{- toYaml .Values.supersetNode.strategy | nindent 4 }} {{- end }} diff --git a/helm/superset/templates/hpa-node.yaml b/helm/superset/templates/hpa-node.yaml new file mode 100644 index 0000000000000..aee2d1da78fd8 --- /dev/null +++ b/helm/superset/templates/hpa-node.yaml @@ -0,0 +1,54 @@ +{{/* + + Licensed to the Apache Software Foundation (ASF) under one or more + contributor license agreements. See the NOTICE file distributed with + this work for additional information regarding copyright ownership. + The ASF licenses this file to You under the Apache License, Version 2.0 + (the "License"); you may not use this file except in compliance with + the License. You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + + Unless required by applicable law or agreed to in writing, software + distributed under the License is distributed on an "AS IS" BASIS, + WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + See the License for the specific language governing permissions and + limitations under the License. + +*/}} + +{{- if .Values.supersetNode.autoscaling.enabled }} +apiVersion: autoscaling/v2 +kind: HorizontalPodAutoscaler +metadata: + name: {{ include "superset.fullname" . }}-hpa + labels: + app: {{ template "superset.name" . }} + chart: {{ template "superset.chart" . }} + release: {{ .Release.Name }} + heritage: {{ .Release.Service }} +spec: + scaleTargetRef: + apiVersion: apps/v1 + kind: Deployment + name: {{ include "superset.fullname" . }} + minReplicas: {{ .Values.supersetNode.autoscaling.minReplicas }} + maxReplicas: {{ .Values.supersetNode.autoscaling.maxReplicas }} + metrics: + {{- if .Values.supersetNode.autoscaling.targetCPUUtilizationPercentage }} + - type: Resource + resource: + name: cpu + target: + type: Utilization + averageUtilization: {{ .Values.supersetNode.autoscaling.targetCPUUtilizationPercentage }} + {{- end }} + {{- if .Values.supersetNode.autoscaling.targetMemoryUtilizationPercentage }} + - type: Resource + resource: + name: memory + target: + type: Utilization + averageUtilization: {{ .Values.supersetNode.autoscaling.targetMemoryUtilizationPercentage }} + {{- end }} +{{- end }} diff --git a/helm/superset/templates/hpa-worker.yaml b/helm/superset/templates/hpa-worker.yaml new file mode 100644 index 0000000000000..f2fd2154a46a4 --- /dev/null +++ b/helm/superset/templates/hpa-worker.yaml @@ -0,0 +1,54 @@ +{{/* + + Licensed to the Apache Software Foundation (ASF) under one or more + contributor license agreements. See the NOTICE file distributed with + this work for additional information regarding copyright ownership. + The ASF licenses this file to You under the Apache License, Version 2.0 + (the "License"); you may not use this file except in compliance with + the License. You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + + Unless required by applicable law or agreed to in writing, software + distributed under the License is distributed on an "AS IS" BASIS, + WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + See the License for the specific language governing permissions and + limitations under the License. + +*/}} + +{{- if .Values.supersetWorker.autoscaling.enabled }} +apiVersion: autoscaling/v2 +kind: HorizontalPodAutoscaler +metadata: + name: {{ include "superset.fullname" . }}-hpa-worker + labels: + app: {{ template "superset.name" . }} + chart: {{ template "superset.chart" . }} + release: {{ .Release.Name }} + heritage: {{ .Release.Service }} +spec: + scaleTargetRef: + apiVersion: apps/v1 + kind: Deployment + name: {{ include "superset.fullname" . }}-worker + minReplicas: {{ .Values.supersetWorker.autoscaling.minReplicas }} + maxReplicas: {{ .Values.supersetWorker.autoscaling.maxReplicas }} + metrics: + {{- if .Values.supersetWorker.autoscaling.targetCPUUtilizationPercentage }} + - type: Resource + resource: + name: cpu + target: + type: Utilization + averageUtilization: {{ .Values.supersetWorker.autoscaling.targetCPUUtilizationPercentage }} + {{- end }} + {{- if .Values.supersetWorker.autoscaling.targetMemoryUtilizationPercentage }} + - type: Resource + resource: + name: memory + target: + type: Utilization + averageUtilization: {{ .Values.supersetWorker.autoscaling.targetMemoryUtilizationPercentage }} + {{- end }} +{{- end }} diff --git a/helm/superset/values.yaml b/helm/superset/values.yaml index 660aac8af5329..921033dc47c24 100644 --- a/helm/superset/values.yaml +++ b/helm/superset/values.yaml @@ -240,6 +240,13 @@ hostAliases: [] # Superset node configuration supersetNode: replicaCount: 1 + autoscaling: + enabled: false + minReplicas: 1 + maxReplicas: 100 + targetCPUUtilizationPercentage: 80 + # targetMemoryUtilizationPercentage: 80 + # -- Startup command # @default -- See `values.yaml` command: @@ -334,6 +341,13 @@ supersetNode: # Superset Celery worker configuration supersetWorker: replicaCount: 1 + autoscaling: + enabled: false + minReplicas: 1 + maxReplicas: 100 + targetCPUUtilizationPercentage: 80 + # targetMemoryUtilizationPercentage: 80 + # -- Worker startup command # @default -- a `celery worker` command command: From a724850c8495293c4bfe7e1ac0937a8729fca196 Mon Sep 17 00:00:00 2001 From: Ravi Kumar Date: Tue, 19 Sep 2023 21:37:48 +0530 Subject: [PATCH 029/105] docs: jwks_uri addition to OAUTH provider (#24928) --- docs/docs/installation/configuring-superset.mdx | 1 + 1 file changed, 1 insertion(+) diff --git a/docs/docs/installation/configuring-superset.mdx b/docs/docs/installation/configuring-superset.mdx index 11f57b4b9d6da..f1d3c96246fa8 100644 --- a/docs/docs/installation/configuring-superset.mdx +++ b/docs/docs/installation/configuring-superset.mdx @@ -196,6 +196,7 @@ OAUTH_PROVIDERS = [ 'access_token_params':{ # Additional parameters for calls to access_token_url 'client_id':'myClientId' }, + 'jwks_uri':'https://myAuthorizationServe/adfs/discovery/keys', # may be required to generate token 'access_token_headers':{ # Additional headers for calls to access_token_url 'Authorization': 'Basic Base64EncodedClientIdAndSecret' }, From f672d5da5cb9390b83176bb12c27ce7eeea3e8ae Mon Sep 17 00:00:00 2001 From: Jack Fragassi Date: Tue, 19 Sep 2023 09:40:13 -0700 Subject: [PATCH 030/105] fix: Improve the reliability of alerts & reports (#25239) --- superset/config.py | 5 + superset/tasks/cron_util.py | 14 +-- superset/tasks/scheduler.py | 9 +- tests/unit_tests/tasks/test_cron_util.py | 145 ++++++++++++++--------- 4 files changed, 106 insertions(+), 67 deletions(-) diff --git a/superset/config.py b/superset/config.py index 18a61575783dc..1145a7693f7c4 100644 --- a/superset/config.py +++ b/superset/config.py @@ -914,6 +914,10 @@ class D3Format(TypedDict, total=False): [86400, "24 hours"], ] +# This is used as a workaround for the alerts & reports scheduler task to get the time +# celery beat triggered it, see https://github.com/celery/celery/issues/6974 for details +CELERY_BEAT_SCHEDULER_EXPIRES = timedelta(weeks=1) + # Default celery config is to use SQLA as a broker, in a production setting # you'll want to use a proper broker as specified here: # https://docs.celeryq.dev/en/stable/getting-started/backends-and-brokers/index.html @@ -942,6 +946,7 @@ class CeleryConfig: # pylint: disable=too-few-public-methods "reports.scheduler": { "task": "reports.scheduler", "schedule": crontab(minute="*", hour="*"), + "options": {"expires": int(CELERY_BEAT_SCHEDULER_EXPIRES.total_seconds())}, }, "reports.prune_log": { "task": "reports.prune_log", diff --git a/superset/tasks/cron_util.py b/superset/tasks/cron_util.py index 19d342ebdcf86..329937fb82850 100644 --- a/superset/tasks/cron_util.py +++ b/superset/tasks/cron_util.py @@ -17,7 +17,7 @@ import logging from collections.abc import Iterator -from datetime import datetime, timedelta, timezone as dt_timezone +from datetime import datetime, timedelta from croniter import croniter from pytz import timezone as pytz_timezone, UnknownTimeZoneError @@ -27,10 +27,10 @@ logger = logging.getLogger(__name__) -def cron_schedule_window(cron: str, timezone: str) -> Iterator[datetime]: +def cron_schedule_window( + triggered_at: datetime, cron: str, timezone: str +) -> Iterator[datetime]: window_size = app.config["ALERT_REPORTS_CRON_WINDOW_SIZE"] - # create a time-aware datetime in utc - time_now = datetime.now(tz=dt_timezone.utc) try: tz = pytz_timezone(timezone) except UnknownTimeZoneError: @@ -39,9 +39,9 @@ def cron_schedule_window(cron: str, timezone: str) -> Iterator[datetime]: logger.warning("Timezone %s was invalid. Falling back to 'UTC'", timezone) utc = pytz_timezone("UTC") # convert the current time to the user's local time for comparison - time_now = time_now.astimezone(tz) - start_at = time_now - timedelta(seconds=1) - stop_at = time_now + timedelta(seconds=window_size) + time_now = triggered_at.astimezone(tz) + start_at = time_now - timedelta(seconds=window_size / 2) + stop_at = time_now + timedelta(seconds=window_size / 2) crons = croniter(cron, start_at) for schedule in crons.all_next(datetime): if schedule >= stop_at: diff --git a/superset/tasks/scheduler.py b/superset/tasks/scheduler.py index 90df90ff1594f..f3cc270b86347 100644 --- a/superset/tasks/scheduler.py +++ b/superset/tasks/scheduler.py @@ -15,6 +15,7 @@ # specific language governing permissions and limitations # under the License. import logging +from datetime import datetime from celery import Celery from celery.exceptions import SoftTimeLimitExceeded @@ -47,9 +48,15 @@ def scheduler() -> None: return with session_scope(nullpool=True) as session: active_schedules = ReportScheduleDAO.find_active(session) + triggered_at = ( + datetime.fromisoformat(scheduler.request.expires) + - app.config["CELERY_BEAT_SCHEDULER_EXPIRES"] + if scheduler.request.expires + else datetime.utcnow() + ) for active_schedule in active_schedules: for schedule in cron_schedule_window( - active_schedule.crontab, active_schedule.timezone + triggered_at, active_schedule.crontab, active_schedule.timezone ): logger.info( "Scheduling alert %s eta: %s", active_schedule.name, schedule diff --git a/tests/unit_tests/tasks/test_cron_util.py b/tests/unit_tests/tasks/test_cron_util.py index 5bc22273f544e..56f1258e30b57 100644 --- a/tests/unit_tests/tasks/test_cron_util.py +++ b/tests/unit_tests/tasks/test_cron_util.py @@ -14,11 +14,9 @@ # KIND, either express or implied. See the License for the # specific language governing permissions and limitations # under the License. +from datetime import datetime import pytest -import pytz -from dateutil import parser -from freezegun import freeze_time from freezegun.api import FakeDatetime from superset.tasks.cron_util import cron_schedule_window @@ -27,23 +25,28 @@ @pytest.mark.parametrize( "current_dttm, cron, expected", [ - ("2020-01-01T08:59:01Z", "0 1 * * *", []), + ("2020-01-01T08:59:01+00:00", "0 1 * * *", []), ( - "2020-01-01T08:59:02Z", + "2020-01-01T08:59:32+00:00", "0 1 * * *", [FakeDatetime(2020, 1, 1, 9, 0).strftime("%A, %d %B %Y, %H:%M:%S")], ), ( - "2020-01-01T08:59:59Z", + "2020-01-01T08:59:59+00:00", "0 1 * * *", [FakeDatetime(2020, 1, 1, 9, 0).strftime("%A, %d %B %Y, %H:%M:%S")], ), ( - "2020-01-01T09:00:00Z", + "2020-01-01T09:00:00+00:00", "0 1 * * *", [FakeDatetime(2020, 1, 1, 9, 0).strftime("%A, %d %B %Y, %H:%M:%S")], ), - ("2020-01-01T09:00:01Z", "0 1 * * *", []), + ( + "2020-01-01T09:00:01+00:00", + "0 1 * * *", + [FakeDatetime(2020, 1, 1, 9, 0).strftime("%A, %d %B %Y, %H:%M:%S")], + ), + ("2020-01-01T09:00:30+00:00", "0 1 * * *", []), ], ) def test_cron_schedule_window_los_angeles( @@ -53,34 +56,40 @@ def test_cron_schedule_window_los_angeles( Reports scheduler: Test cron schedule window for "America/Los_Angeles" """ - with freeze_time(current_dttm): - datetimes = cron_schedule_window(cron, "America/Los_Angeles") - assert ( - list(cron.strftime("%A, %d %B %Y, %H:%M:%S") for cron in datetimes) - == expected - ) + datetimes = cron_schedule_window( + datetime.fromisoformat(current_dttm), cron, "America/Los_Angeles" + ) + assert ( + list(cron.strftime("%A, %d %B %Y, %H:%M:%S") for cron in datetimes) == expected + ) @pytest.mark.parametrize( "current_dttm, cron, expected", [ - ("2020-01-01T00:59:01Z", "0 1 * * *", []), + ("2020-01-01T00:59:01+00:00", "0 1 * * *", []), + ("2020-01-01T00:59:02+00:00", "0 1 * * *", []), + ( + "2020-01-01T00:59:59+00:00", + "0 1 * * *", + [FakeDatetime(2020, 1, 1, 1, 0).strftime("%A, %d %B %Y, %H:%M:%S")], + ), ( - "2020-01-01T00:59:02Z", + "2020-01-01T01:00:00+00:00", "0 1 * * *", [FakeDatetime(2020, 1, 1, 1, 0).strftime("%A, %d %B %Y, %H:%M:%S")], ), ( - "2020-01-01T00:59:59Z", + "2020-01-01T01:00:01+00:00", "0 1 * * *", [FakeDatetime(2020, 1, 1, 1, 0).strftime("%A, %d %B %Y, %H:%M:%S")], ), ( - "2020-01-01T01:00:00Z", + "2020-01-01T01:00:29+00:00", "0 1 * * *", [FakeDatetime(2020, 1, 1, 1, 0).strftime("%A, %d %B %Y, %H:%M:%S")], ), - ("2020-01-01T01:00:01Z", "0 1 * * *", []), + ("2020-01-01T01:00:30+00:00", "0 1 * * *", []), ], ) def test_cron_schedule_window_invalid_timezone( @@ -90,35 +99,41 @@ def test_cron_schedule_window_invalid_timezone( Reports scheduler: Test cron schedule window for "invalid timezone" """ - with freeze_time(current_dttm): - datetimes = cron_schedule_window(cron, "invalid timezone") - # it should default to UTC - assert ( - list(cron.strftime("%A, %d %B %Y, %H:%M:%S") for cron in datetimes) - == expected - ) + datetimes = cron_schedule_window( + datetime.fromisoformat(current_dttm), cron, "invalid timezone" + ) + # it should default to UTC + assert ( + list(cron.strftime("%A, %d %B %Y, %H:%M:%S") for cron in datetimes) == expected + ) @pytest.mark.parametrize( "current_dttm, cron, expected", [ - ("2020-01-01T05:59:01Z", "0 1 * * *", []), + ("2020-01-01T05:59:01+00:00", "0 1 * * *", []), + ("2020-01-01T05:59:02+00:00", "0 1 * * *", []), + ( + "2020-01-01T05:59:59+00:00", + "0 1 * * *", + [FakeDatetime(2020, 1, 1, 6, 0).strftime("%A, %d %B %Y, %H:%M:%S")], + ), ( - "2020-01-01T05:59:02Z", + "2020-01-01T06:00:00+00:00", "0 1 * * *", [FakeDatetime(2020, 1, 1, 6, 0).strftime("%A, %d %B %Y, %H:%M:%S")], ), ( - "2020-01-01T5:59:59Z", + "2020-01-01T06:00:01+00:00", "0 1 * * *", [FakeDatetime(2020, 1, 1, 6, 0).strftime("%A, %d %B %Y, %H:%M:%S")], ), ( - "2020-01-01T6:00:00", + "2020-01-01T06:00:29+00:00", "0 1 * * *", [FakeDatetime(2020, 1, 1, 6, 0).strftime("%A, %d %B %Y, %H:%M:%S")], ), - ("2020-01-01T6:00:01Z", "0 1 * * *", []), + ("2020-01-01T06:00:30+00:00", "0 1 * * *", []), ], ) def test_cron_schedule_window_new_york( @@ -128,34 +143,40 @@ def test_cron_schedule_window_new_york( Reports scheduler: Test cron schedule window for "America/New_York" """ - with freeze_time(current_dttm, tz_offset=0): - datetimes = cron_schedule_window(cron, "America/New_York") - assert ( - list(cron.strftime("%A, %d %B %Y, %H:%M:%S") for cron in datetimes) - == expected - ) + datetimes = cron_schedule_window( + datetime.fromisoformat(current_dttm), cron, "America/New_York" + ) + assert ( + list(cron.strftime("%A, %d %B %Y, %H:%M:%S") for cron in datetimes) == expected + ) @pytest.mark.parametrize( "current_dttm, cron, expected", [ - ("2020-01-01T06:59:01Z", "0 1 * * *", []), + ("2020-01-01T06:59:01+00:00", "0 1 * * *", []), + ("2020-01-01T06:59:02+00:00", "0 1 * * *", []), + ( + "2020-01-01T06:59:59+00:00", + "0 1 * * *", + [FakeDatetime(2020, 1, 1, 7, 0).strftime("%A, %d %B %Y, %H:%M:%S")], + ), ( - "2020-01-01T06:59:02Z", + "2020-01-01T07:00:00+00:00", "0 1 * * *", [FakeDatetime(2020, 1, 1, 7, 0).strftime("%A, %d %B %Y, %H:%M:%S")], ), ( - "2020-01-01T06:59:59Z", + "2020-01-01T07:00:01+00:00", "0 1 * * *", [FakeDatetime(2020, 1, 1, 7, 0).strftime("%A, %d %B %Y, %H:%M:%S")], ), ( - "2020-01-01T07:00:00", + "2020-01-01T07:00:29+00:00", "0 1 * * *", [FakeDatetime(2020, 1, 1, 7, 0).strftime("%A, %d %B %Y, %H:%M:%S")], ), - ("2020-01-01T07:00:01Z", "0 1 * * *", []), + ("2020-01-01T07:00:30+00:00", "0 1 * * *", []), ], ) def test_cron_schedule_window_chicago( @@ -165,34 +186,40 @@ def test_cron_schedule_window_chicago( Reports scheduler: Test cron schedule window for "America/Chicago" """ - with freeze_time(current_dttm, tz_offset=0): - datetimes = cron_schedule_window(cron, "America/Chicago") - assert ( - list(cron.strftime("%A, %d %B %Y, %H:%M:%S") for cron in datetimes) - == expected - ) + datetimes = cron_schedule_window( + datetime.fromisoformat(current_dttm), cron, "America/Chicago" + ) + assert ( + list(cron.strftime("%A, %d %B %Y, %H:%M:%S") for cron in datetimes) == expected + ) @pytest.mark.parametrize( "current_dttm, cron, expected", [ - ("2020-07-01T05:59:01Z", "0 1 * * *", []), + ("2020-07-01T05:59:01+00:00", "0 1 * * *", []), + ("2020-07-01T05:59:02+00:00", "0 1 * * *", []), + ( + "2020-07-01T05:59:59+00:00", + "0 1 * * *", + [FakeDatetime(2020, 7, 1, 6, 0).strftime("%A, %d %B %Y, %H:%M:%S")], + ), ( - "2020-07-01T05:59:02Z", + "2020-07-01T06:00:00+00:00", "0 1 * * *", [FakeDatetime(2020, 7, 1, 6, 0).strftime("%A, %d %B %Y, %H:%M:%S")], ), ( - "2020-07-01T05:59:59Z", + "2020-07-01T06:00:01+00:00", "0 1 * * *", [FakeDatetime(2020, 7, 1, 6, 0).strftime("%A, %d %B %Y, %H:%M:%S")], ), ( - "2020-07-01T06:00:00", + "2020-07-01T06:00:29+00:00", "0 1 * * *", [FakeDatetime(2020, 7, 1, 6, 0).strftime("%A, %d %B %Y, %H:%M:%S")], ), - ("2020-07-01T06:00:01Z", "0 1 * * *", []), + ("2020-07-01T06:00:30+00:00", "0 1 * * *", []), ], ) def test_cron_schedule_window_chicago_daylight( @@ -202,9 +229,9 @@ def test_cron_schedule_window_chicago_daylight( Reports scheduler: Test cron schedule window for "America/Chicago" """ - with freeze_time(current_dttm, tz_offset=0): - datetimes = cron_schedule_window(cron, "America/Chicago") - assert ( - list(cron.strftime("%A, %d %B %Y, %H:%M:%S") for cron in datetimes) - == expected - ) + datetimes = cron_schedule_window( + datetime.fromisoformat(current_dttm), cron, "America/Chicago" + ) + assert ( + list(cron.strftime("%A, %d %B %Y, %H:%M:%S") for cron in datetimes) == expected + ) From b722a95baba33cd901b078d63026ad8baea27f6e Mon Sep 17 00:00:00 2001 From: "Michael S. Molina" <70410625+michael-s-molina@users.noreply.github.com> Date: Tue, 19 Sep 2023 14:34:08 -0300 Subject: [PATCH 031/105] feat: Adds CLI commands to execute viz migrations (#25304) --- superset/cli/viz_migrations.py | 91 +++++++++++++++++++ .../migrations/shared/migrate_viz/base.py | 12 +-- ...0_c747c78868b6_migrating_legacy_treemap.py | 12 ++- ...4-00_06e1e70058c7_migrating_legacy_area.py | 11 ++- ...a2ce3086e5_migrate_pivot_table_v1_to_v2.py | 11 ++- ...0-22_4c5da39be729_migrate_treemap_chart.py | 12 ++- ...e58e5c_migrate_dual_line_to_mixed_chart.py | 11 ++- 7 files changed, 140 insertions(+), 20 deletions(-) create mode 100644 superset/cli/viz_migrations.py diff --git a/superset/cli/viz_migrations.py b/superset/cli/viz_migrations.py new file mode 100644 index 0000000000000..5d2ee4ae5d95b --- /dev/null +++ b/superset/cli/viz_migrations.py @@ -0,0 +1,91 @@ +# Licensed to the Apache Software Foundation (ASF) under one +# or more contributor license agreements. See the NOTICE file +# distributed with this work for additional information +# regarding copyright ownership. The ASF licenses this file +# to you under the Apache License, Version 2.0 (the +# "License"); you may not use this file except in compliance +# with the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, +# software distributed under the License is distributed on an +# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +# KIND, either express or implied. See the License for the +# specific language governing permissions and limitations +# under the License. +from enum import Enum + +import click +from click_option_group import optgroup, RequiredMutuallyExclusiveOptionGroup +from flask.cli import with_appcontext + +from superset import db + + +class VizType(str, Enum): + TREEMAP = "treemap" + DUAL_LINE = "dual_line" + AREA = "area" + PIVOT_TABLE = "pivot_table" + + +@click.group() +def migrate_viz() -> None: + """ + Migrate a viz from one type to another. + """ + + +@migrate_viz.command() +@with_appcontext +@optgroup.group( + "Grouped options", + cls=RequiredMutuallyExclusiveOptionGroup, +) +@optgroup.option( + "--viz_type", + "-t", + help=f"The viz type to migrate: {', '.join(list(VizType))}", +) +def upgrade(viz_type: str) -> None: + """Upgrade a viz to the latest version.""" + migrate(VizType(viz_type)) + + +@migrate_viz.command() +@with_appcontext +@optgroup.group( + "Grouped options", + cls=RequiredMutuallyExclusiveOptionGroup, +) +@optgroup.option( + "--viz_type", + "-t", + help=f"The viz type to migrate: {', '.join(list(VizType))}", +) +def downgrade(viz_type: str) -> None: + """Downgrade a viz to the previous version.""" + migrate(VizType(viz_type), is_downgrade=True) + + +def migrate(viz_type: VizType, is_downgrade: bool = False) -> None: + """Migrate a viz from one type to another.""" + # pylint: disable=import-outside-toplevel + from superset.migrations.shared.migrate_viz.processors import ( + MigrateAreaChart, + MigrateDualLine, + MigratePivotTable, + MigrateTreeMap, + ) + + migrations = { + VizType.TREEMAP: MigrateTreeMap, + VizType.DUAL_LINE: MigrateDualLine, + VizType.AREA: MigrateAreaChart, + VizType.PIVOT_TABLE: MigratePivotTable, + } + if is_downgrade: + migrations[viz_type].downgrade(db.session) + else: + migrations[viz_type].upgrade(db.session) diff --git a/superset/migrations/shared/migrate_viz/base.py b/superset/migrations/shared/migrate_viz/base.py index 09b77ae271c24..b9826fee34f3a 100644 --- a/superset/migrations/shared/migrate_viz/base.py +++ b/superset/migrations/shared/migrate_viz/base.py @@ -20,11 +20,11 @@ import json from typing import Any -from alembic import op from sqlalchemy import and_, Column, Integer, String, Text from sqlalchemy.ext.declarative import declarative_base +from sqlalchemy.orm import Session -from superset import conf, db, is_feature_enabled +from superset import conf, is_feature_enabled from superset.constants import TimeGrain from superset.migrations.shared.utils import paginated_update, try_load_json @@ -156,9 +156,7 @@ def downgrade_slice(cls, slc: Slice) -> Slice: return slc @classmethod - def upgrade(cls) -> None: - bind = op.get_bind() - session = db.Session(bind=bind) + def upgrade(cls, session: Session) -> None: slices = session.query(Slice).filter(Slice.viz_type == cls.source_viz_type) for slc in paginated_update( slices, @@ -170,9 +168,7 @@ def upgrade(cls) -> None: session.merge(new_viz) @classmethod - def downgrade(cls) -> None: - bind = op.get_bind() - session = db.Session(bind=bind) + def downgrade(cls, session: Session) -> None: slices = session.query(Slice).filter( and_( Slice.viz_type == cls.target_viz_type, diff --git a/superset/migrations/versions/2022-07-07_13-00_c747c78868b6_migrating_legacy_treemap.py b/superset/migrations/versions/2022-07-07_13-00_c747c78868b6_migrating_legacy_treemap.py index 18c9acaf57660..be222cdfdacda 100644 --- a/superset/migrations/versions/2022-07-07_13-00_c747c78868b6_migrating_legacy_treemap.py +++ b/superset/migrations/versions/2022-07-07_13-00_c747c78868b6_migrating_legacy_treemap.py @@ -24,6 +24,7 @@ from alembic import op from sqlalchemy.dialects.mysql.base import MySQLDialect +from superset import db from superset.migrations.shared.migrate_viz import MigrateTreeMap # revision identifiers, used by Alembic. @@ -32,16 +33,21 @@ def upgrade(): + bind = op.get_bind() + # Ensure `slice.params` and `slice.query_context`` in MySQL is MEDIUMTEXT # before migration, as the migration will save a duplicate form_data backup # which may significantly increase the size of these fields. - if isinstance(op.get_bind().dialect, MySQLDialect): + if isinstance(bind.dialect, MySQLDialect): # If the columns are already MEDIUMTEXT, this is a no-op op.execute("ALTER TABLE slices MODIFY params MEDIUMTEXT") op.execute("ALTER TABLE slices MODIFY query_context MEDIUMTEXT") - MigrateTreeMap.upgrade() + session = db.Session(bind=bind) + MigrateTreeMap.upgrade(session) def downgrade(): - MigrateTreeMap.downgrade() + bind = op.get_bind() + session = db.Session(bind=bind) + MigrateTreeMap.downgrade(session) diff --git a/superset/migrations/versions/2022-07-07_14-00_06e1e70058c7_migrating_legacy_area.py b/superset/migrations/versions/2022-07-07_14-00_06e1e70058c7_migrating_legacy_area.py index de4078099104e..a43f027e2c7cb 100644 --- a/superset/migrations/versions/2022-07-07_14-00_06e1e70058c7_migrating_legacy_area.py +++ b/superset/migrations/versions/2022-07-07_14-00_06e1e70058c7_migrating_legacy_area.py @@ -21,6 +21,9 @@ Create Date: 2022-06-13 14:17:51.872706 """ +from alembic import op + +from superset import db from superset.migrations.shared.migrate_viz import MigrateAreaChart # revision identifiers, used by Alembic. @@ -29,8 +32,12 @@ def upgrade(): - MigrateAreaChart.upgrade() + bind = op.get_bind() + session = db.Session(bind=bind) + MigrateAreaChart.upgrade(session) def downgrade(): - MigrateAreaChart.downgrade() + bind = op.get_bind() + session = db.Session(bind=bind) + MigrateAreaChart.downgrade(session) diff --git a/superset/migrations/versions/2023-06-08_09-02_9ba2ce3086e5_migrate_pivot_table_v1_to_v2.py b/superset/migrations/versions/2023-06-08_09-02_9ba2ce3086e5_migrate_pivot_table_v1_to_v2.py index f1df097254bff..917408a5c0d87 100644 --- a/superset/migrations/versions/2023-06-08_09-02_9ba2ce3086e5_migrate_pivot_table_v1_to_v2.py +++ b/superset/migrations/versions/2023-06-08_09-02_9ba2ce3086e5_migrate_pivot_table_v1_to_v2.py @@ -21,6 +21,9 @@ Create Date: 2023-08-06 09:02:10.148992 """ +from alembic import op + +from superset import db from superset.migrations.shared.migrate_viz import MigratePivotTable # revision identifiers, used by Alembic. @@ -29,8 +32,12 @@ def upgrade(): - MigratePivotTable.upgrade() + bind = op.get_bind() + session = db.Session(bind=bind) + MigratePivotTable.upgrade(session) def downgrade(): - MigratePivotTable.downgrade() + bind = op.get_bind() + session = db.Session(bind=bind) + MigratePivotTable.downgrade(session) diff --git a/superset/migrations/versions/2023-06-08_10-22_4c5da39be729_migrate_treemap_chart.py b/superset/migrations/versions/2023-06-08_10-22_4c5da39be729_migrate_treemap_chart.py index 6c1e5753eb778..2f36ed8508d7d 100644 --- a/superset/migrations/versions/2023-06-08_10-22_4c5da39be729_migrate_treemap_chart.py +++ b/superset/migrations/versions/2023-06-08_10-22_4c5da39be729_migrate_treemap_chart.py @@ -24,6 +24,7 @@ from alembic import op from sqlalchemy.dialects.mysql.base import MySQLDialect +from superset import db from superset.migrations.shared.migrate_viz import MigrateTreeMap # revision identifiers, used by Alembic. @@ -32,16 +33,21 @@ def upgrade(): + bind = op.get_bind() + # Ensure `slice.params` and `slice.query_context`` in MySQL is MEDIUMTEXT # before migration, as the migration will save a duplicate form_data backup # which may significantly increase the size of these fields. - if isinstance(op.get_bind().dialect, MySQLDialect): + if isinstance(bind.dialect, MySQLDialect): # If the columns are already MEDIUMTEXT, this is a no-op op.execute("ALTER TABLE slices MODIFY params MEDIUMTEXT") op.execute("ALTER TABLE slices MODIFY query_context MEDIUMTEXT") - MigrateTreeMap.upgrade() + session = db.Session(bind=bind) + MigrateTreeMap.upgrade(session) def downgrade(): - MigrateTreeMap.downgrade() + bind = op.get_bind() + session = db.Session(bind=bind) + MigrateTreeMap.downgrade(session) diff --git a/superset/migrations/versions/2023-06-08_11-34_ae58e1e58e5c_migrate_dual_line_to_mixed_chart.py b/superset/migrations/versions/2023-06-08_11-34_ae58e1e58e5c_migrate_dual_line_to_mixed_chart.py index 5d707dc601a7a..5b371e72726f0 100644 --- a/superset/migrations/versions/2023-06-08_11-34_ae58e1e58e5c_migrate_dual_line_to_mixed_chart.py +++ b/superset/migrations/versions/2023-06-08_11-34_ae58e1e58e5c_migrate_dual_line_to_mixed_chart.py @@ -21,6 +21,9 @@ Create Date: 2023-06-08 11:34:36.241939 """ +from alembic import op + +from superset import db # revision identifiers, used by Alembic. revision = "ae58e1e58e5c" @@ -30,8 +33,12 @@ def upgrade(): - MigrateDualLine.upgrade() + bind = op.get_bind() + session = db.Session(bind=bind) + MigrateDualLine.upgrade(session) def downgrade(): - MigrateDualLine.downgrade() + bind = op.get_bind() + session = db.Session(bind=bind) + MigrateDualLine.downgrade(session) From 7aaae06c9d071e49100c33a3b609a7d0e2e1368f Mon Sep 17 00:00:00 2001 From: "JUST.in DO IT" Date: Tue, 19 Sep 2023 15:58:34 -0700 Subject: [PATCH 032/105] fix(sqllab): invalid persisted tab state (#25308) --- superset/sqllab/utils.py | 29 +++++++++++--------- tests/integration_tests/sql_lab/api_tests.py | 29 ++++++++++++++++++++ 2 files changed, 45 insertions(+), 13 deletions(-) diff --git a/superset/sqllab/utils.py b/superset/sqllab/utils.py index d308bd46390f0..989bd19cc31c9 100644 --- a/superset/sqllab/utils.py +++ b/superset/sqllab/utils.py @@ -79,19 +79,8 @@ def write_ipc_buffer(table: pa.Table) -> pa.Buffer: def bootstrap_sqllab_data(user_id: int | None) -> dict[str, Any]: - # send list of tab state ids - tabs_state = ( - db.session.query(TabState.id, TabState.label).filter_by(user_id=user_id).all() - ) - tab_state_ids = [str(tab_state[0]) for tab_state in tabs_state] - # return first active tab, or fallback to another one if no tab is active - active_tab = ( - db.session.query(TabState) - .filter_by(user_id=user_id) - .order_by(TabState.active.desc()) - .first() - ) - + tabs_state: list[Any] = [] + active_tab: Any = None databases: dict[int, Any] = {} for database in DatabaseDAO.find_all(): databases[database.id] = { @@ -102,6 +91,20 @@ def bootstrap_sqllab_data(user_id: int | None) -> dict[str, Any]: # These are unnecessary if sqllab backend persistence is disabled if is_feature_enabled("SQLLAB_BACKEND_PERSISTENCE"): + # send list of tab state ids + tabs_state = ( + db.session.query(TabState.id, TabState.label) + .filter_by(user_id=user_id) + .all() + ) + tab_state_ids = [str(tab_state[0]) for tab_state in tabs_state] + # return first active tab, or fallback to another one if no tab is active + active_tab = ( + db.session.query(TabState) + .filter_by(user_id=user_id) + .order_by(TabState.active.desc()) + .first() + ) # return all user queries associated with existing SQL editors user_queries = ( db.session.query(Query) diff --git a/tests/integration_tests/sql_lab/api_tests.py b/tests/integration_tests/sql_lab/api_tests.py index ebe00add61393..6441033b6ca63 100644 --- a/tests/integration_tests/sql_lab/api_tests.py +++ b/tests/integration_tests/sql_lab/api_tests.py @@ -61,6 +61,35 @@ def test_get_from_empty_bootsrap_data(self): assert result["tab_state_ids"] == [] self.assertEqual(len(result["databases"]), 0) + @mock.patch.dict( + "superset.extensions.feature_flag_manager._feature_flags", + {"SQLLAB_BACKEND_PERSISTENCE": False}, + clear=True, + ) + def test_get_from_bootstrap_data_for_non_persisted_tab_state(self): + self.login("admin") + # create a tab + data = { + "queryEditor": json.dumps( + { + "title": "Untitled Query 1", + "dbId": 1, + "schema": None, + "autorun": False, + "sql": "SELECT ...", + "queryLimit": 1000, + } + ) + } + self.get_json_resp("/tabstateview/", data=data) + resp = self.client.get("/api/v1/sqllab/") + assert resp.status_code == 200 + data = json.loads(resp.data.decode("utf-8")) + result = data.get("result") + assert result["active_tab"] == None + assert result["queries"] == {} + assert result["tab_state_ids"] == [] + @mock.patch.dict( "superset.extensions.feature_flag_manager._feature_flags", {"SQLLAB_BACKEND_PERSISTENCE": True}, From a971a28a3450b28151bbad3632ce2364c87df3fc Mon Sep 17 00:00:00 2001 From: "Michael S. Molina" <70410625+michael-s-molina@users.noreply.github.com> Date: Wed, 20 Sep 2023 13:08:07 -0300 Subject: [PATCH 033/105] fix: DashboardRoles cascade operation (#25349) --- superset/models/dashboard.py | 6 ++---- 1 file changed, 2 insertions(+), 4 deletions(-) diff --git a/superset/models/dashboard.py b/superset/models/dashboard.py index c4e6f45c52533..77c10b333f433 100644 --- a/superset/models/dashboard.py +++ b/superset/models/dashboard.py @@ -130,16 +130,14 @@ def copy_dashboard(_mapper: Mapper, connection: Connection, target: Dashboard) - Column( "dashboard_id", Integer, - ForeignKey("dashboards.id"), + ForeignKey("dashboards.id", on_delete="CASCADE"), nullable=False, - on_delete="CASCADE", ), Column( "role_id", Integer, - ForeignKey("ab_role.id"), + ForeignKey("ab_role.id", on_delete="CASCADE"), nullable=False, - on_delete="CASCADE", ), ) From 515452c7e2fb5da58bda788f4cf19e854e814852 Mon Sep 17 00:00:00 2001 From: Craig Rueda Date: Wed, 20 Sep 2023 10:04:58 -0700 Subject: [PATCH 034/105] chore(async): Making create app configurable (#25346) --- .gitignore | 1 + docker-compose.yml | 8 ++ docker/nginx/nginx.conf | 127 ++++++++++++++++++ superset/app.py | 7 +- superset/async_events/api.py | 2 +- .../async_query_manager.py | 0 .../async_query_manager_factory.py | 35 +++++ superset/charts/data/api.py | 2 +- superset/config.py | 3 + superset/extensions/__init__.py | 8 +- superset/extensions/ssh.py | 17 +-- superset/initialization/__init__.py | 4 +- superset/utils/class_utils.py | 39 ++++++ superset/utils/machine_auth.py | 17 +-- superset/views/core.py | 2 +- .../charts/data/api_tests.py | 18 +-- tests/integration_tests/core_tests.py | 6 +- tests/integration_tests/test_app.py | 7 +- 18 files changed, 255 insertions(+), 48 deletions(-) create mode 100644 docker/nginx/nginx.conf rename superset/{utils => async_events}/async_query_manager.py (100%) create mode 100644 superset/async_events/async_query_manager_factory.py create mode 100644 superset/utils/class_utils.py diff --git a/.gitignore b/.gitignore index a23cbb9ba5a6e..4e69678246e04 100644 --- a/.gitignore +++ b/.gitignore @@ -59,6 +59,7 @@ superset/bin/supersetc tmp rat-results.txt superset/app/ +superset-websocket/config.json # Node.js, webpack artifacts, storybook *.entry.js diff --git a/docker-compose.yml b/docker-compose.yml index dc9f9d5589fa0..8a017356cb777 100644 --- a/docker-compose.yml +++ b/docker-compose.yml @@ -29,6 +29,14 @@ x-superset-volumes: &superset-volumes version: "3.7" services: + nginx: + image: nginx:latest + container_name: superset_nginx + restart: unless-stopped + ports: + - "80:80" + volumes: + - ./docker/nginx/nginx.conf:/etc/nginx/nginx.conf:ro redis: image: redis:7 container_name: superset_cache diff --git a/docker/nginx/nginx.conf b/docker/nginx/nginx.conf new file mode 100644 index 0000000000000..eda47ef580d7f --- /dev/null +++ b/docker/nginx/nginx.conf @@ -0,0 +1,127 @@ +# +# Licensed to the Apache Software Foundation (ASF) under one or more +# contributor license agreements. See the NOTICE file distributed with +# this work for additional information regarding copyright ownership. +# The ASF licenses this file to You under the Apache License, Version 2.0 +# (the "License"); you may not use this file except in compliance with +# the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +user nginx; +worker_processes 1; + +error_log /var/log/nginx/error.log warn; +pid /var/run/nginx.pid; + + +events { + worker_connections 1024; +} + + +http { + include /etc/nginx/mime.types; + default_type application/octet-stream; + + log_format main '$remote_addr - $remote_user [$time_local] "$request" ' + '$status $body_bytes_sent [$connection_requests] "$http_referer" ' + '"$http_user_agent" "$http_x_forwarded_for"'; + + access_log /var/log/nginx/access.log main; + + sendfile on; + #tcp_nopush on; + + keepalive_timeout 30; + keepalive_requests 2; + + ###### Compression Stuff + + # Enable Gzip compressed. + gzip on; + + # Compression level (1-9). + # 5 is a perfect compromise between size and cpu usage, offering about + # 75% reduction for most ascii files (almost identical to level 9). + gzip_comp_level 5; + + # Don't compress anything that's already small and unlikely to shrink much + # if at all (the default is 20 bytes, which is bad as that usually leads to + # larger files after gzipping). + gzip_min_length 256; + + # Compress data even for clients that are connecting to us via proxies, + # identified by the "Via" header (required for CloudFront). + gzip_proxied any; + + # Tell proxies to cache both the gzipped and regular version of a resource + # whenever the client's Accept-Encoding capabilities header varies; + # Avoids the issue where a non-gzip capable client (which is extremely rare + # today) would display gibberish if their proxy gave them the gzipped version. + gzip_vary on; + + # Compress all output labeled with one of the following MIME-types. + gzip_types + application/atom+xml + application/javascript + application/json + application/rss+xml + application/vnd.ms-fontobject + application/x-font-ttf + application/x-web-app-manifest+json + application/xhtml+xml + application/xml + font/opentype + image/svg+xml + image/x-icon + text/css + text/plain + text/x-component; + # text/html is always compressed by HttpGzipModule + + output_buffers 20 10m; + + client_max_body_size 10m; + + upstream superset_app { + server host.docker.internal:8088; + keepalive 100; + } + + upstream superset_websocket { + server host.docker.internal:8080; + keepalive 100; + } + + server { + listen 80 default_server; + server_name _; + + location /ws { + proxy_pass http://superset_websocket; + proxy_http_version 1.1; + proxy_set_header Upgrade $http_upgrade; + proxy_set_header Connection "Upgrade"; + proxy_set_header Host $host; + } + + location / { + proxy_pass http://superset_app; + proxy_set_header Host $host; + proxy_set_header X-Real-IP $remote_addr; + proxy_set_header X-Forwarded-For $remote_addr; + proxy_set_header X-Forwarded-Host $host; + proxy_set_header X-Forwarded-Proto $scheme; + proxy_http_version 1.1; + port_in_redirect off; + proxy_connect_timeout 300; + } + } +} diff --git a/superset/app.py b/superset/app.py index 48883a92648bc..a2192b8966d5e 100644 --- a/superset/app.py +++ b/superset/app.py @@ -17,6 +17,7 @@ import logging import os +from typing import Optional from flask import Flask @@ -25,12 +26,14 @@ logger = logging.getLogger(__name__) -def create_app() -> Flask: +def create_app(superset_config_module: Optional[str] = None) -> Flask: app = SupersetApp(__name__) try: # Allow user to override our config completely - config_module = os.environ.get("SUPERSET_CONFIG", "superset.config") + config_module = superset_config_module or os.environ.get( + "SUPERSET_CONFIG", "superset.config" + ) app.config.from_object(config_module) app_initializer = app.config.get("APP_INITIALIZER", SupersetAppInitializer)(app) diff --git a/superset/async_events/api.py b/superset/async_events/api.py index 8b682c396a882..0a6ceb9c5f4b1 100644 --- a/superset/async_events/api.py +++ b/superset/async_events/api.py @@ -21,8 +21,8 @@ from flask_appbuilder.api import safe from flask_appbuilder.security.decorators import permission_name, protect +from superset.async_events.async_query_manager import AsyncQueryTokenException from superset.extensions import async_query_manager, event_logger -from superset.utils.async_query_manager import AsyncQueryTokenException from superset.views.base_api import BaseSupersetApi logger = logging.getLogger(__name__) diff --git a/superset/utils/async_query_manager.py b/superset/async_events/async_query_manager.py similarity index 100% rename from superset/utils/async_query_manager.py rename to superset/async_events/async_query_manager.py diff --git a/superset/async_events/async_query_manager_factory.py b/superset/async_events/async_query_manager_factory.py new file mode 100644 index 0000000000000..2e05f38603450 --- /dev/null +++ b/superset/async_events/async_query_manager_factory.py @@ -0,0 +1,35 @@ +# Licensed to the Apache Software Foundation (ASF) under one +# or more contributor license agreements. See the NOTICE file +# distributed with this work for additional information +# regarding copyright ownership. The ASF licenses this file +# to you under the Apache License, Version 2.0 (the +# "License"); you may not use this file except in compliance +# with the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, +# software distributed under the License is distributed on an +# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +# KIND, either express or implied. See the License for the +# specific language governing permissions and limitations +# under the License. + +from flask import Flask + +from superset.async_events.async_query_manager import AsyncQueryManager +from superset.utils.class_utils import load_class_from_name + + +class AsyncQueryManagerFactory: + def __init__(self) -> None: + self._async_query_manager: AsyncQueryManager = None # type: ignore + + def init_app(self, app: Flask) -> None: + self._async_query_manager = load_class_from_name( + app.config["GLOBAL_ASYNC_QUERY_MANAGER_CLASS"] + )() + self._async_query_manager.init_app(app) + + def instance(self) -> AsyncQueryManager: + return self._async_query_manager diff --git a/superset/charts/data/api.py b/superset/charts/data/api.py index 1e26bfab310bc..c8ed840c7c5c7 100644 --- a/superset/charts/data/api.py +++ b/superset/charts/data/api.py @@ -28,6 +28,7 @@ from marshmallow import ValidationError from superset import is_feature_enabled, security_manager +from superset.async_events.async_query_manager import AsyncQueryTokenException from superset.charts.api import ChartRestApi from superset.charts.commands.exceptions import ( ChartDataCacheLoadError, @@ -46,7 +47,6 @@ from superset.exceptions import QueryObjectValidationError from superset.extensions import event_logger from superset.models.sql_lab import Query -from superset.utils.async_query_manager import AsyncQueryTokenException from superset.utils.core import create_zip, get_user_id, json_int_dttm_ser from superset.views.base import CsvResponse, generate_download_headers, XlsxResponse from superset.views.base_api import statsd_metrics diff --git a/superset/config.py b/superset/config.py index 1145a7693f7c4..74f5df0e6e200 100644 --- a/superset/config.py +++ b/superset/config.py @@ -1503,6 +1503,9 @@ def EMAIL_HEADER_MUTATOR( # pylint: disable=invalid-name,unused-argument # Global async query config options. # Requires GLOBAL_ASYNC_QUERIES feature flag to be enabled. +GLOBAL_ASYNC_QUERY_MANAGER_CLASS = ( + "superset.async_events.async_query_manager.AsyncQueryManager" +) GLOBAL_ASYNC_QUERIES_REDIS_CONFIG = { "port": 6379, "host": "127.0.0.1", diff --git a/superset/extensions/__init__.py b/superset/extensions/__init__.py index 42daf8205b797..c68332738b365 100644 --- a/superset/extensions/__init__.py +++ b/superset/extensions/__init__.py @@ -27,9 +27,10 @@ from flask_wtf.csrf import CSRFProtect from werkzeug.local import LocalProxy +from superset.async_events.async_query_manager import AsyncQueryManager +from superset.async_events.async_query_manager_factory import AsyncQueryManagerFactory from superset.extensions.ssh import SSHManagerFactory from superset.extensions.stats_logger import BaseStatsLoggerManager -from superset.utils.async_query_manager import AsyncQueryManager from superset.utils.cache_manager import CacheManager from superset.utils.encrypt import EncryptedFieldFactory from superset.utils.feature_flag_manager import FeatureFlagManager @@ -114,7 +115,10 @@ def init_app(self, app: Flask) -> None: APP_DIR = os.path.join(os.path.dirname(__file__), os.path.pardir) appbuilder = AppBuilder(update_perms=False) -async_query_manager = AsyncQueryManager() +async_query_manager_factory = AsyncQueryManagerFactory() +async_query_manager: AsyncQueryManager = LocalProxy( + async_query_manager_factory.instance +) cache_manager = CacheManager() celery_app = celery.Celery() csrf = CSRFProtect() diff --git a/superset/extensions/ssh.py b/superset/extensions/ssh.py index 0a88bf70cbe67..09840cc38bc8a 100644 --- a/superset/extensions/ssh.py +++ b/superset/extensions/ssh.py @@ -15,7 +15,6 @@ # specific language governing permissions and limitations # under the License. -import importlib import logging from io import StringIO from typing import TYPE_CHECKING @@ -25,6 +24,7 @@ from paramiko import RSAKey from superset.databases.utils import make_url_safe +from superset.utils.class_utils import load_class_from_name if TYPE_CHECKING: from superset.databases.ssh_tunnel.models import SSHTunnel @@ -78,18 +78,9 @@ def __init__(self) -> None: self._ssh_manager = None def init_app(self, app: Flask) -> None: - ssh_manager_fqclass = app.config["SSH_TUNNEL_MANAGER_CLASS"] - ssh_manager_classname = ssh_manager_fqclass[ - ssh_manager_fqclass.rfind(".") + 1 : - ] - ssh_manager_module_name = ssh_manager_fqclass[ - 0 : ssh_manager_fqclass.rfind(".") - ] - ssh_manager_class = getattr( - importlib.import_module(ssh_manager_module_name), ssh_manager_classname - ) - - self._ssh_manager = ssh_manager_class(app) + self._ssh_manager = load_class_from_name( + app.config["SSH_TUNNEL_MANAGER_CLASS"] + )(app) @property def instance(self) -> SSHManager: diff --git a/superset/initialization/__init__.py b/superset/initialization/__init__.py index 61205f38dfbd8..1cab4b1bf501c 100644 --- a/superset/initialization/__init__.py +++ b/superset/initialization/__init__.py @@ -35,7 +35,7 @@ _event_logger, APP_DIR, appbuilder, - async_query_manager, + async_query_manager_factory, cache_manager, celery_app, csrf, @@ -665,7 +665,7 @@ def configure_wtf(self) -> None: def configure_async_queries(self) -> None: if feature_flag_manager.is_feature_enabled("GLOBAL_ASYNC_QUERIES"): - async_query_manager.init_app(self.superset_app) + async_query_manager_factory.init_app(self.superset_app) def register_blueprints(self) -> None: for bp in self.config["BLUEPRINTS"]: diff --git a/superset/utils/class_utils.py b/superset/utils/class_utils.py new file mode 100644 index 0000000000000..f79467108a876 --- /dev/null +++ b/superset/utils/class_utils.py @@ -0,0 +1,39 @@ +# Licensed to the Apache Software Foundation (ASF) under one +# or more contributor license agreements. See the NOTICE file +# distributed with this work for additional information +# regarding copyright ownership. The ASF licenses this file +# to you under the Apache License, Version 2.0 (the +# "License"); you may not use this file except in compliance +# with the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, +# software distributed under the License is distributed on an +# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +# KIND, either express or implied. See the License for the +# specific language governing permissions and limitations +# under the License. + +from importlib import import_module +from typing import Any + + +def load_class_from_name(fq_class_name: str) -> Any: + """ + Given a string representing a fully qualified class name, attempts to load + the class and return it. + + :param fq_class_name: The fully qualified name of the class to load + :return: The class object + :raises Exception: if the class cannot be loaded + """ + if not fq_class_name: + raise ValueError(f"Invalid class name {fq_class_name}") + + parts = fq_class_name.split(".") + module_name = ".".join(parts[:-1]) + class_name = parts[-1] + + module = import_module(module_name) + return getattr(module, class_name) diff --git a/superset/utils/machine_auth.py b/superset/utils/machine_auth.py index d8b8e709d1067..1340ddbdc6d16 100644 --- a/superset/utils/machine_auth.py +++ b/superset/utils/machine_auth.py @@ -17,7 +17,6 @@ from __future__ import annotations -import importlib import logging from typing import Callable, TYPE_CHECKING @@ -26,6 +25,7 @@ from selenium.webdriver.remote.webdriver import WebDriver from werkzeug.http import parse_cookie +from superset.utils.class_utils import load_class_from_name from superset.utils.urls import headless_url logger = logging.getLogger(__name__) @@ -100,18 +100,9 @@ def __init__(self) -> None: self._auth_provider = None def init_app(self, app: Flask) -> None: - auth_provider_fqclass = app.config["MACHINE_AUTH_PROVIDER_CLASS"] - auth_provider_classname = auth_provider_fqclass[ - auth_provider_fqclass.rfind(".") + 1 : - ] - auth_provider_module_name = auth_provider_fqclass[ - 0 : auth_provider_fqclass.rfind(".") - ] - auth_provider_class = getattr( - importlib.import_module(auth_provider_module_name), auth_provider_classname - ) - - self._auth_provider = auth_provider_class(app.config["WEBDRIVER_AUTH_FUNC"]) + self._auth_provider = load_class_from_name( + app.config["MACHINE_AUTH_PROVIDER_CLASS"] + )(app.config["WEBDRIVER_AUTH_FUNC"]) @property def instance(self) -> MachineAuthProvider: diff --git a/superset/views/core.py b/superset/views/core.py index a12fbf6b19aba..268c6fe333d74 100755 --- a/superset/views/core.py +++ b/superset/views/core.py @@ -43,6 +43,7 @@ is_feature_enabled, security_manager, ) +from superset.async_events.async_query_manager import AsyncQueryTokenException from superset.charts.commands.exceptions import ChartNotFoundError from superset.charts.commands.warm_up_cache import ChartWarmUpCacheCommand from superset.common.chart_data import ChartDataResultFormat, ChartDataResultType @@ -75,7 +76,6 @@ from superset.superset_typing import FlaskResponse from superset.tasks.async_queries import load_explore_json_into_cache from superset.utils import core as utils -from superset.utils.async_query_manager import AsyncQueryTokenException from superset.utils.cache import etag_cache from superset.utils.core import ( base_json_conv, diff --git a/tests/integration_tests/charts/data/api_tests.py b/tests/integration_tests/charts/data/api_tests.py index ab91cce55e825..32a4be160c90c 100644 --- a/tests/integration_tests/charts/data/api_tests.py +++ b/tests/integration_tests/charts/data/api_tests.py @@ -45,7 +45,7 @@ from superset.charts.data.commands.get_data_command import ChartDataCommand from superset.connectors.sqla.models import TableColumn, SqlaTable from superset.errors import SupersetErrorType -from superset.extensions import async_query_manager, db +from superset.extensions import async_query_manager_factory, db from superset.models.annotations import AnnotationLayer from superset.models.slice import Slice from superset.superset_typing import AdhocColumn @@ -626,7 +626,7 @@ def test_when_where_parameter_is_template_and_query_result_type__query_is_templa def test_chart_data_async(self): self.logout() app._got_first_request = False - async_query_manager.init_app(app) + async_query_manager_factory.init_app(app) self.login("admin") rv = self.post_assert_metric(CHART_DATA_URI, self.query_context_payload, "data") self.assertEqual(rv.status_code, 202) @@ -644,7 +644,7 @@ def test_chart_data_async_cached_sync_response(self): when results are already cached. """ app._got_first_request = False - async_query_manager.init_app(app) + async_query_manager_factory.init_app(app) class QueryContext: result_format = ChartDataResultFormat.JSON @@ -674,7 +674,7 @@ def test_chart_data_async_results_type(self): Chart data API: Test chart data query non-JSON format (async) """ app._got_first_request = False - async_query_manager.init_app(app) + async_query_manager_factory.init_app(app) self.query_context_payload["result_type"] = "results" rv = self.post_assert_metric(CHART_DATA_URI, self.query_context_payload, "data") self.assertEqual(rv.status_code, 200) @@ -686,7 +686,7 @@ def test_chart_data_async_invalid_token(self): Chart data API: Test chart data query (async) """ app._got_first_request = False - async_query_manager.init_app(app) + async_query_manager_factory.init_app(app) test_client.set_cookie( "localhost", app.config["GLOBAL_ASYNC_QUERIES_JWT_COOKIE_NAME"], "foo" ) @@ -1066,7 +1066,7 @@ def test_chart_data_cache(self, cache_loader): Chart data cache API: Test chart data async cache request """ app._got_first_request = False - async_query_manager.init_app(app) + async_query_manager_factory.init_app(app) cache_loader.load.return_value = self.query_context_payload orig_run = ChartDataCommand.run @@ -1093,7 +1093,7 @@ def test_chart_data_cache_run_failed(self, cache_loader): Chart data cache API: Test chart data async cache request with run failure """ app._got_first_request = False - async_query_manager.init_app(app) + async_query_manager_factory.init_app(app) cache_loader.load.return_value = self.query_context_payload rv = self.get_assert_metric( f"{CHART_DATA_URI}/test-cache-key", "data_from_cache" @@ -1111,7 +1111,7 @@ def test_chart_data_cache_no_login(self, cache_loader): Chart data cache API: Test chart data async cache request (no login) """ app._got_first_request = False - async_query_manager.init_app(app) + async_query_manager_factory.init_app(app) self.logout() cache_loader.load.return_value = self.query_context_payload orig_run = ChartDataCommand.run @@ -1134,7 +1134,7 @@ def test_chart_data_cache_key_error(self): Chart data cache API: Test chart data async cache request with invalid cache key """ app._got_first_request = False - async_query_manager.init_app(app) + async_query_manager_factory.init_app(app) rv = self.get_assert_metric( f"{CHART_DATA_URI}/test-cache-key", "data_from_cache" ) diff --git a/tests/integration_tests/core_tests.py b/tests/integration_tests/core_tests.py index a10b3974b31aa..5f379e2c4755d 100644 --- a/tests/integration_tests/core_tests.py +++ b/tests/integration_tests/core_tests.py @@ -42,7 +42,7 @@ from superset.db_engine_specs.base import BaseEngineSpec from superset.db_engine_specs.mssql import MssqlEngineSpec from superset.exceptions import SupersetException -from superset.extensions import async_query_manager, cache_manager +from superset.extensions import async_query_manager_factory, cache_manager from superset.models import core as models from superset.models.cache import CacheKey from superset.models.dashboard import Dashboard @@ -705,7 +705,7 @@ def test_explore_json_async(self): "row_limit": 100, } app._got_first_request = False - async_query_manager.init_app(app) + async_query_manager_factory.init_app(app) self.login(username="admin") rv = self.client.post( "/superset/explore_json/", @@ -737,7 +737,7 @@ def test_explore_json_async_results_format(self): "row_limit": 100, } app._got_first_request = False - async_query_manager.init_app(app) + async_query_manager_factory.init_app(app) self.login(username="admin") rv = self.client.post( "/superset/explore_json/?results=true", diff --git a/tests/integration_tests/test_app.py b/tests/integration_tests/test_app.py index fb7b47b67cb96..cd5692939c4fd 100644 --- a/tests/integration_tests/test_app.py +++ b/tests/integration_tests/test_app.py @@ -14,6 +14,7 @@ # KIND, either express or implied. See the License for the # specific language governing permissions and limitations # under the License. +from os import environ from typing import TYPE_CHECKING from superset.app import create_app @@ -23,7 +24,11 @@ from flask.testing import FlaskClient -app = create_app() + +superset_config_module = environ.get( + "SUPERSET_CONFIG", "tests.integration_tests.superset_test_config" +) +app = create_app(superset_config_module=superset_config_module) def login( From 16f31f8090b5afed89c0b4ccf42e9dc1852da7ae Mon Sep 17 00:00:00 2001 From: Zef Lin Date: Thu, 21 Sep 2023 09:43:06 -0700 Subject: [PATCH 035/105] feat(sqllab): extra logging when chart is downloaded (#25345) --- .../useExploreAdditionalActionsMenu/index.jsx | 42 ++++++++++++++++++- superset-frontend/src/logger/LogUtils.ts | 5 +++ 2 files changed, 45 insertions(+), 2 deletions(-) diff --git a/superset-frontend/src/explore/components/useExploreAdditionalActionsMenu/index.jsx b/superset-frontend/src/explore/components/useExploreAdditionalActionsMenu/index.jsx index 2ccbbeb25e5f3..eca77780b14af 100644 --- a/superset-frontend/src/explore/components/useExploreAdditionalActionsMenu/index.jsx +++ b/superset-frontend/src/explore/components/useExploreAdditionalActionsMenu/index.jsx @@ -17,7 +17,7 @@ * under the License. */ import React, { useCallback, useMemo, useState } from 'react'; -import { useSelector } from 'react-redux'; +import { useDispatch, useSelector } from 'react-redux'; import { css, isFeatureEnabled, @@ -36,6 +36,14 @@ import downloadAsImage from 'src/utils/downloadAsImage'; import { getChartPermalink } from 'src/utils/urlUtils'; import copyTextToClipboard from 'src/utils/copy'; import HeaderReportDropDown from 'src/features/reports/ReportModal/HeaderReportDropdown'; +import { logEvent } from 'src/logger/actions'; +import { + LOG_ACTIONS_CHART_DOWNLOAD_AS_IMAGE, + LOG_ACTIONS_CHART_DOWNLOAD_AS_JSON, + LOG_ACTIONS_CHART_DOWNLOAD_AS_CSV, + LOG_ACTIONS_CHART_DOWNLOAD_AS_CSV_PIVOTED, + LOG_ACTIONS_CHART_DOWNLOAD_AS_XLS, +} from 'src/logger/LogUtils'; import ViewQueryModal from '../controls/ViewQueryModal'; import EmbedCodeContent from '../EmbedCodeContent'; import DashboardsSubMenu from './DashboardsSubMenu'; @@ -118,6 +126,7 @@ export const useExploreAdditionalActionsMenu = ( ) => { const theme = useTheme(); const { addDangerToast, addSuccessToast } = useToasts(); + const dispatch = useDispatch(); const [showReportSubMenu, setShowReportSubMenu] = useState(null); const [isDropdownVisible, setIsDropdownVisible] = useState(false); const chart = useSelector( @@ -204,19 +213,42 @@ export const useExploreAdditionalActionsMenu = ( case MENU_KEYS.EXPORT_TO_CSV: exportCSV(); setIsDropdownVisible(false); + dispatch( + logEvent(LOG_ACTIONS_CHART_DOWNLOAD_AS_CSV, { + chartId: slice?.slice_id, + chartName: slice?.slice_name, + }), + ); break; case MENU_KEYS.EXPORT_TO_CSV_PIVOTED: exportCSVPivoted(); setIsDropdownVisible(false); + dispatch( + logEvent(LOG_ACTIONS_CHART_DOWNLOAD_AS_CSV_PIVOTED, { + chartId: slice?.slice_id, + chartName: slice?.slice_name, + }), + ); break; case MENU_KEYS.EXPORT_TO_JSON: exportJson(); setIsDropdownVisible(false); - + dispatch( + logEvent(LOG_ACTIONS_CHART_DOWNLOAD_AS_JSON, { + chartId: slice?.slice_id, + chartName: slice?.slice_name, + }), + ); break; case MENU_KEYS.EXPORT_TO_XLSX: exportExcel(); setIsDropdownVisible(false); + dispatch( + logEvent(LOG_ACTIONS_CHART_DOWNLOAD_AS_XLS, { + chartId: slice?.slice_id, + chartName: slice?.slice_name, + }), + ); break; case MENU_KEYS.DOWNLOAD_AS_IMAGE: downloadAsImage( @@ -226,6 +258,12 @@ export const useExploreAdditionalActionsMenu = ( true, )(domEvent); setIsDropdownVisible(false); + dispatch( + logEvent(LOG_ACTIONS_CHART_DOWNLOAD_AS_IMAGE, { + chartId: slice?.slice_id, + chartName: slice?.slice_name, + }), + ); break; case MENU_KEYS.COPY_PERMALINK: copyLink(); diff --git a/superset-frontend/src/logger/LogUtils.ts b/superset-frontend/src/logger/LogUtils.ts index 46864a0357ff2..31fae5b0c43f6 100644 --- a/superset-frontend/src/logger/LogUtils.ts +++ b/superset-frontend/src/logger/LogUtils.ts @@ -52,6 +52,11 @@ export const LOG_ACTIONS_CONFIRM_OVERWRITE_DASHBOARD_METADATA = export const LOG_ACTIONS_DASHBOARD_DOWNLOAD_AS_IMAGE = 'dashboard_download_as_image'; export const LOG_ACTIONS_CHART_DOWNLOAD_AS_IMAGE = 'chart_download_as_image'; +export const LOG_ACTIONS_CHART_DOWNLOAD_AS_CSV = 'chart_download_as_csv'; +export const LOG_ACTIONS_CHART_DOWNLOAD_AS_CSV_PIVOTED = + 'chart_download_as_csv_pivoted'; +export const LOG_ACTIONS_CHART_DOWNLOAD_AS_XLS = 'chart_download_as_xls'; +export const LOG_ACTIONS_CHART_DOWNLOAD_AS_JSON = 'chart_download_as_json'; export const LOG_ACTIONS_SQLLAB_WARN_LOCAL_STORAGE_USAGE = 'sqllab_warn_local_storage_usage'; export const LOG_ACTIONS_SQLLAB_FETCH_FAILED_QUERY = From 5b3910db97d5023d2cdff500114f8dbb6ca78b9c Mon Sep 17 00:00:00 2001 From: "Michael S. Molina" <70410625+michael-s-molina@users.noreply.github.com> Date: Thu, 21 Sep 2023 13:59:19 -0300 Subject: [PATCH 036/105] chore: Adds 3.0 data to CHANGELOG and UPDATING (#25360) --- CHANGELOG.md | 812 +++++++++++++++++++++++++++++++++++++++++++++++++-- UPDATING.md | 28 +- 2 files changed, 811 insertions(+), 29 deletions(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index bcc523115cea1..976cacced938b 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -19,6 +19,7 @@ under the License. ## Change Log +- [3.0.0](#300-thu-aug-24-133627-2023--0600) - [2.1.1](#211-sun-apr-23-154421-2023-0100) - [2.1.0](#210-thu-mar-16-211305-2023--0700) - [2.0.1](#201-fri-nov-4-103402-2022--0400) @@ -30,14 +31,787 @@ under the License. - [1.4.2](#142-sat-mar-19-000806-2022-0200) - [1.4.1](#141) +### 3.0.0 (Thu Aug 24 13:36:27 2023 -0600) + +**Database Migrations** + +- [#25053](https://github.com/apache/superset/pull/25053) fix: extend user email size (@dpgaspar) +- [#24982](https://github.com/apache/superset/pull/24982) fix(snowflake): opt-in denormalization of column names (@villebro) +- [#24939](https://github.com/apache/superset/pull/24939) chore: Add explicit ON DELETE CASCADE for embedded_dashboards (@john-bodley) +- [#24938](https://github.com/apache/superset/pull/24938) chore: Add explicit ON DELETE CASCADE for dashboard_slices (@john-bodley) +- [#24911](https://github.com/apache/superset/pull/24911) fix(logs): increase json field for logs table (@cnabro) +- [#24884](https://github.com/apache/superset/pull/24884) fix: Migration to fix out of sync schema_perm in charts and datasets (@jfrag1) +- [#24831](https://github.com/apache/superset/pull/24831) fix(migration): Ensure cascadeParentIds key exists (@john-bodley) +- [#24510](https://github.com/apache/superset/pull/24510) fix(dashboard): increase json_metadata field (@cnabro) +- [#24749](https://github.com/apache/superset/pull/24749) fix(native filter): clean deleted parent filter ids (@justinpark) +- [#24737](https://github.com/apache/superset/pull/24737) fix(druid): Delete obsolete Druid NoSQL slice parameters (@john-bodley) +- [#24628](https://github.com/apache/superset/pull/24628) chore(dao): Add explicit ON DELETE CASCADE for ownership (@john-bodley) +- [#24661](https://github.com/apache/superset/pull/24661) fix: Ensure config is a dict in cross filters scope migration (@kgabryje) +- [#24629](https://github.com/apache/superset/pull/24629) chore: Drop rouge constraints and tables (@john-bodley) +- [#24558](https://github.com/apache/superset/pull/24558) chore: better styling alerts/reports modal (@betodealmeida) +- [#24547](https://github.com/apache/superset/pull/24547) feat: customize screenshot width for alerts/reports (@betodealmeida) +- [#24553](https://github.com/apache/superset/pull/24553) feat: add description column to Tags (@hughhhh) +- [#24548](https://github.com/apache/superset/pull/24548) fix: heads (@betodealmeida) +- [#24488](https://github.com/apache/superset/pull/24488) chore(dao): Add explicit ON DELETE CASCADE when deleting datasets (@john-bodley) +- [#24517](https://github.com/apache/superset/pull/24517) feat: Implement currencies formatter for saved metrics (@kgabryje) +- [#24266](https://github.com/apache/superset/pull/24266) chore: Remove deprecated ENABLE_ACCESS_REQUEST workflow (@john-bodley) +- [#23910](https://github.com/apache/superset/pull/23910) feat: Migrates Dual Line Chart to Mixed Chart (@michael-s-molina) +- [#23741](https://github.com/apache/superset/pull/23741) feat: Migrates TreeMap chart (@michael-s-molina) +- [#23712](https://github.com/apache/superset/pull/23712) feat: Migrates Pivot Table v1 to v2 (@michael-s-molina) +- [#24306](https://github.com/apache/superset/pull/24306) chore: reorder k-v migration for 2.1.1 (@villebro) +- [#24280](https://github.com/apache/superset/pull/24280) fix: ensure json is not None (@eschutho) +- [#24197](https://github.com/apache/superset/pull/24197) chore(pre-commit): Add pyupgrade and pycln hooks (@john-bodley) +- [#24127](https://github.com/apache/superset/pull/24127) chore: Embrace the walrus operator (@john-bodley) +- [#24020](https://github.com/apache/superset/pull/24020) feat: Cross filters scoping (@kgabryje) +- [#23942](https://github.com/apache/superset/pull/23942) fix: update migration chart_ds_constraint to have seperate batch op (@hughhhh) +- [#23925](https://github.com/apache/superset/pull/23925) fix(migration): add log for values unseen in `Slice.datasource_type` (@hughhhh) +- [#23614](https://github.com/apache/superset/pull/23614) chore: add check constraint to restrict `Slice` models datasource_type != "table" (@hughhhh) +- [#23650](https://github.com/apache/superset/pull/23650) fix(migration): Only attempt to drop types if they exist (@jfrag1) +- [#23526](https://github.com/apache/superset/pull/23526) fix(tags): convert postgres enum type to varchar (@nytai) +- [#23410](https://github.com/apache/superset/pull/23410) feat(echarts): Implement stream graph for Echarts Timeseries (@kgabryje) +- [#23173](https://github.com/apache/superset/pull/23173) chore: Update pre-commit packages (@hughhhh) +- [#23276](https://github.com/apache/superset/pull/23276) fix(migration): Address issue in #23228 (@john-bodley) +- [#23273](https://github.com/apache/superset/pull/23273) fix(plugin-chart-echarts): render horizontal categories from top (@villebro) +- [#23228](https://github.com/apache/superset/pull/23228) chore: Deprecate show_native_filters (@john-bodley) +- [#19677](https://github.com/apache/superset/pull/19677) chore(backend): Spelling (@jsoref) + +**Features** + +- [#24718](https://github.com/apache/superset/pull/24718) feat: Add currencies controls in control panels (@kgabryje) +- [#24960](https://github.com/apache/superset/pull/24960) feat: Adds options to show subtotals in Pivot Table (@michael-s-molina) +- [#24703](https://github.com/apache/superset/pull/24703) feat: migrate charts on import (@betodealmeida) +- [#24433](https://github.com/apache/superset/pull/24433) feat: use Scarf Gateway for Superset npm downloads (@arjundevarajan) +- [#24432](https://github.com/apache/superset/pull/24432) feat: use Scarf Gateway for Superset helm charts/Docker compose downloads (@arjundevarajan) +- [#24329](https://github.com/apache/superset/pull/24329) feat(sqllab): add shortcut for run current sql (@justinpark) +- [#24594](https://github.com/apache/superset/pull/24594) feat: Implement support for currencies in more charts (@kgabryje) +- [#24549](https://github.com/apache/superset/pull/24549) feat: screenshot reports with custom width (@betodealmeida) +- [#24518](https://github.com/apache/superset/pull/24518) feat(tags): move tags from navbar to settings (@hughhhh) +- [#24277](https://github.com/apache/superset/pull/24277) feat(docker): Add support LDAP/AD authorization (@alekseyolg) +- [#24388](https://github.com/apache/superset/pull/24388) feat: Allows new values for single value filters (@michael-s-molina) +- [#24287](https://github.com/apache/superset/pull/24287) feat: add dashboard page full xlsx export (@vitoldi) +- [#24368](https://github.com/apache/superset/pull/24368) feat: make data tables support html (@mistercrunch) +- [#24369](https://github.com/apache/superset/pull/24369) feat(sshtunnel): add configuration for SSH_TIMEOUT (@hughhhh) +- [#24348](https://github.com/apache/superset/pull/24348) feat: add a tooltip to clarify metric_name in the DatasetEditor (@mistercrunch) +- [#24043](https://github.com/apache/superset/pull/24043) feat: Configurable default row limit for native filters (@cleslie) +- [#24345](https://github.com/apache/superset/pull/24345) feat: Convert ENABLE_BROAD_ACTIVITY_ACCESS and MENU_HIDE_USER_INFO into feature flags (@michael-s-molina) +- [#23943](https://github.com/apache/superset/pull/23943) feat: Removes the preset-chart-xy plugin (@michael-s-molina) +- [#23933](https://github.com/apache/superset/pull/23933) feat: Removes the Multiple Line Charts (@michael-s-molina) +- [#24237](https://github.com/apache/superset/pull/24237) feat: support complex types and use get_columns implementation of starrrocks python client (@miomiocat) +- [#24205](https://github.com/apache/superset/pull/24205) feat(sqllab): SQLEditor Extension (@Antonio-RiveroMartnez) +- [#24232](https://github.com/apache/superset/pull/24232) feat(flags): enabling and deprecating a few feature flags (@rusackas) +- [#24191](https://github.com/apache/superset/pull/24191) feat: extension hook for DB delete (@betodealmeida) +- [#23209](https://github.com/apache/superset/pull/23209) feat: Add StarRocks support (@miomiocat) +- [#24067](https://github.com/apache/superset/pull/24067) feat: split database information (@betodealmeida) +- [#23551](https://github.com/apache/superset/pull/23551) feat: Add deck.gl Heatmap Visualization (@Mattc1221) +- [#24005](https://github.com/apache/superset/pull/24005) feat: dashboard page xlsx export (@vitoldi) +- [#23174](https://github.com/apache/superset/pull/23174) feat: database extension registry (@betodealmeida) +- [#24048](https://github.com/apache/superset/pull/24048) feat: Make time shifted series colors match the original series (@michael-s-molina) +- [#23035](https://github.com/apache/superset/pull/23035) feat: Use AntD table in FilterableTable (@EugeneTorap) +- [#24035](https://github.com/apache/superset/pull/24035) feat: implement time grain in temporal filters (@villebro) +- [#23970](https://github.com/apache/superset/pull/23970) feat(chart-controls): Show detailed data type tooltip when hovering type icon (@ved-kashyap-samsung) +- [#23890](https://github.com/apache/superset/pull/23890) feat!: bump to Python3.9 (@sebastianliebscher) +- [#23975](https://github.com/apache/superset/pull/23975) feat: Allows dynamic type on viz migrations (@michael-s-molina) +- [#23917](https://github.com/apache/superset/pull/23917) feat: Adds a control to set the Secondary Y-axis bounds in Mixed charts (@michael-s-molina) +- [#23905](https://github.com/apache/superset/pull/23905) feat: Considers GENERIC_CHART_AXES in viz migrations (@michael-s-molina) +- [#20075](https://github.com/apache/superset/pull/20075) feat: custom d3 number locale (@ebaratte) +- [#23869](https://github.com/apache/superset/pull/23869) feat: Changes the Select component to preserve the search value when selecting (@michael-s-molina) +- [#23064](https://github.com/apache/superset/pull/23064) feat: conditional coloring for big number chart (@gbusch) +- [#23698](https://github.com/apache/superset/pull/23698) feat: format timestamps in drill by breadcrumbs (@lilykuang) +- [#23655](https://github.com/apache/superset/pull/23655) feat: add verbose map to get /dataset/ endpoint (@lilykuang) +- [#23716](https://github.com/apache/superset/pull/23716) feat: create dtype option for csv upload (@eschutho) +- [#23777](https://github.com/apache/superset/pull/23777) feat(revert): Re-introduces the RLS page (@michael-s-molina) +- [#22812](https://github.com/apache/superset/pull/22812) feat: Add Ocient support (@alexclavel-ocient) +- [#23768](https://github.com/apache/superset/pull/23768) feat: Display both queries result in Table mode for Mixed Chart in drill by modal (@kgabryje) +- [#23269](https://github.com/apache/superset/pull/23269) feat(native-filters): Add legacy (filter-box) to native filter migration script (@john-bodley) +- [#23748](https://github.com/apache/superset/pull/23748) feat(adhoc-column): add resize option (@villebro) +- [#23724](https://github.com/apache/superset/pull/23724) feat: Drill by error management (@kgabryje) +- [#23634](https://github.com/apache/superset/pull/23634) feat: Makes "Add to dashboard" in Save chart modal paginated (@michael-s-molina) +- [#23697](https://github.com/apache/superset/pull/23697) feat: Add loading state to sqllab save/overwrite dataset modal (@jfrag1) +- [#23720](https://github.com/apache/superset/pull/23720) feat(sqllab): add headers when copying results to clipboard (@villebro) +- [#23707](https://github.com/apache/superset/pull/23707) feat(helm): update redis version due to critical CVE (HIGH PRIORITY) (@justmike1) +- [#23664](https://github.com/apache/superset/pull/23664) feat: Implement breadcrumbs in Drill By modal (@kgabryje) +- [#23644](https://github.com/apache/superset/pull/23644) feat(plugin-chart-echarts): add x-axis sort to multi series (@villebro) +- [#23615](https://github.com/apache/superset/pull/23615) feat: Support further drill by in the modal (@kgabryje) +- [#23657](https://github.com/apache/superset/pull/23657) feat(dashboard): make color indices referable (@villebro) +- [#23603](https://github.com/apache/superset/pull/23603) feat: implement drill by table (@lilykuang) +- [#23402](https://github.com/apache/superset/pull/23402) feat(lang): update messages.po(t) and add missing German translations (@hbruch) +- [#23328](https://github.com/apache/superset/pull/23328) feat(wrap-text): Wrap text support for specific columns in Grid (@SamraHanifCareem) +- [#23601](https://github.com/apache/superset/pull/23601) feat(helm): ability to disable helm hooks (@justmike1) +- [#23602](https://github.com/apache/superset/pull/23602) feat(snowflake): `get_catalog_names` (@betodealmeida) +- [#23599](https://github.com/apache/superset/pull/23599) feat(presto): `get_catalog_names` (@betodealmeida) +- [#23547](https://github.com/apache/superset/pull/23547) feat: Shows user charts by default when editing a dashboard (@michael-s-molina) +- [#23590](https://github.com/apache/superset/pull/23590) feat: Enables ECharts legend selector (@michael-s-molina) +- [#23594](https://github.com/apache/superset/pull/23594) feat(helm): Upgrade default Superset version to 2.1.0 (@dnskr) +- [#23461](https://github.com/apache/superset/pull/23461) feat(bigquery): `get_catalog_names` (@betodealmeida) +- [#23575](https://github.com/apache/superset/pull/23575) feat: Drill by open in Explore (@kgabryje) +- [#23542](https://github.com/apache/superset/pull/23542) feat: Add metadata bar to drill by modal (@kgabryje) +- [#23524](https://github.com/apache/superset/pull/23524) feat: drill by display chart (@lilykuang) +- [#23509](https://github.com/apache/superset/pull/23509) feat(cross-filters): using verbose map in applied cross-filters (@Always-prog) +- [#23439](https://github.com/apache/superset/pull/23439) feat: add ability to disable cache (@villebro) +- [#23458](https://github.com/apache/superset/pull/23458) feat: drill by modal (@lilykuang) +- [#23454](https://github.com/apache/superset/pull/23454) feat: Implement context menu for drill by (@kgabryje) +- [#23416](https://github.com/apache/superset/pull/23416) feat(helm): add nodeselector and tolerations to init job (@dim-ops) +- [#23459](https://github.com/apache/superset/pull/23459) feat: Allows reload on default filter value error (@michael-s-molina) +- [#23447](https://github.com/apache/superset/pull/23447) feat(DB engine spec): `get_catalog_names` (@betodealmeida) +- [#23450](https://github.com/apache/superset/pull/23450) feat(echarts): Add x axis sort by to all series charts (@kgabryje) +- [#23415](https://github.com/apache/superset/pull/23415) feat: add new cache_query_by_user key (@eschutho) +- [#23377](https://github.com/apache/superset/pull/23377) feat(sqllab): log error_detail on fetch failed (@justinpark) +- [#23338](https://github.com/apache/superset/pull/23338) feat(chart): Added SriLanka country map (@rukshn) +- [#23401](https://github.com/apache/superset/pull/23401) feat(postgresql): dynamic schema (@betodealmeida) +- [#23392](https://github.com/apache/superset/pull/23392) feat(plugin-chart-echarts): add series sorting (@villebro) +- [#23319](https://github.com/apache/superset/pull/23319) feat(native-filters): allow cascading from time and numeric filters (@villebro) +- [#23350](https://github.com/apache/superset/pull/23350) feat(dashboard): Change default opacity of icon in FiltersBadge (@kgabryje) +- [#23286](https://github.com/apache/superset/pull/23286) feat(dashboard): Refactor FiltersBadge (@kgabryje) +- [#23287](https://github.com/apache/superset/pull/23287) feat(docs): adds BugHerd to documentation site. (@rusackas) +- [#23274](https://github.com/apache/superset/pull/23274) feat(generic-x-axis): add x sorting on series limit metric (@villebro) +- [#23138](https://github.com/apache/superset/pull/23138) feat: Cross Filters in FilterBar (@geido) +- [#23099](https://github.com/apache/superset/pull/23099) feat(ssh_tunnel): Import/Export Databases with SSHTunnel credentials (@Antonio-RiveroMartnez) +- [#23141](https://github.com/apache/superset/pull/23141) feat(dashboard): Add cross filter from context menu (@kgabryje) +- [#22886](https://github.com/apache/superset/pull/22886) feat: Enable cross fitlers in WorldMap and Graph charts (@kgabryje) +- [#23143](https://github.com/apache/superset/pull/23143) feat: return UUID on database creation (@betodealmeida) +- [#20876](https://github.com/apache/superset/pull/20876) feat: Frontend tagging (@cccs-RyanK) + +**Fixes** + +- [#25217](https://github.com/apache/superset/pull/25217) fix: inability to remove chart filter when dashboard time filter is applied (@lilykuang) +- [#25268](https://github.com/apache/superset/pull/25268) fix: Add line height to metadata bar (@kgabryje) +- [#25251](https://github.com/apache/superset/pull/25251) fix(dockefile): broken docker image (@hugosjoberg) +- [#25248](https://github.com/apache/superset/pull/25248) fix: Currency formatting in Table raw mode (@kgabryje) +- [#25249](https://github.com/apache/superset/pull/25249) fix: Don't apply number formatting to the label in Treemap (@kgabryje) +- [#25238](https://github.com/apache/superset/pull/25238) fix: Clearing the currency format has no effect on the chart (@michael-s-molina) +- [#25223](https://github.com/apache/superset/pull/25223) fix: Cypress test to force mouseover (follow-up) (@michael-s-molina) +- [#25213](https://github.com/apache/superset/pull/25213) fix: granularity_sqla and GENERIC_CHART_AXES (@betodealmeida) +- [#24859](https://github.com/apache/superset/pull/24859) fix(sqllab): Force trino client async execution (@giftig) +- [#25209](https://github.com/apache/superset/pull/25209) fix: Cypress test to force mouseover (@michael-s-molina) +- [#25189](https://github.com/apache/superset/pull/25189) fix: `is_select` (@betodealmeida) +- [#25202](https://github.com/apache/superset/pull/25202) fix: All values being selected in Select (@michael-s-molina) +- [#25190](https://github.com/apache/superset/pull/25190) fix: DML failures in SQL Lab (@hughhhh) +- [#25157](https://github.com/apache/superset/pull/25157) fix: Issue #24493; Resolved report selection menu in chart and dashboard page (@suicide11) +- [#25156](https://github.com/apache/superset/pull/25156) fix: Applying Dashboard Time Range Filters to Overwritten Charts (@lilykuang) +- [#25133](https://github.com/apache/superset/pull/25133) fix(sqllab): Invalid start date (@justinpark) +- [#25159](https://github.com/apache/superset/pull/25159) fix: Sunburst chart error when secondary metric is null (@michael-s-molina) +- [#20078](https://github.com/apache/superset/pull/20078) fix: Fixing untranslated FR strings (@aehanno) +- [#25150](https://github.com/apache/superset/pull/25150) fix: Chart series limit doesn't work for some databases (@KSPT-taylorjohn) +- [#25135](https://github.com/apache/superset/pull/25135) fix: Handle Python date format for GENERIC_CHART_AXES feature (@john-bodley) +- [#24711](https://github.com/apache/superset/pull/24711) fix: add format for timestamp in crdb to correctly use times values (@elewis787) +- [#25090](https://github.com/apache/superset/pull/25090) fix: Bumps Flask Caching to fix RCE vulnerability (@michael-s-molina) +- [#25119](https://github.com/apache/superset/pull/25119) fix(DB Connection): Update placeholder values for Snowflake connection (@Vitor-Avila) +- [#25113](https://github.com/apache/superset/pull/25113) fix: Date format when importing international timestamps (@michael-s-molina) +- [#25114](https://github.com/apache/superset/pull/25114) fix(sqllab): error while removing a referenced table (@justinpark) +- [#25091](https://github.com/apache/superset/pull/25091) fix(sqllab): rendering performance regression by resultset (@justinpark) +- [#25081](https://github.com/apache/superset/pull/25081) fix: Allow embedded guest user datasource access with dashboard context (@jfrag1) +- [#25086](https://github.com/apache/superset/pull/25086) fix(assets import): Ensure old datasource ids are not referenced in imported charts (@jfrag1) +- [#25087](https://github.com/apache/superset/pull/25087) fix: Filter names overflow wrap (@michael-s-molina) +- [#25043](https://github.com/apache/superset/pull/25043) fix: dataset update permission out of sync (@zephyring) +- [#25020](https://github.com/apache/superset/pull/25020) fix(embedded sdk): Remove trailing slash from passed superset domain if there is one (@jfrag1) +- [#25074](https://github.com/apache/superset/pull/25074) fix: Cross filters initial scope (@michael-s-molina) +- [#24008](https://github.com/apache/superset/pull/24008) fix(table): condition formatting can't formate 0 values (@Always-prog) +- [#21255](https://github.com/apache/superset/pull/21255) fix(cli): import-directory is missing the application context (@rdubois) +- [#25031](https://github.com/apache/superset/pull/25031) fix: Ensure SQLAlchemy sessions are closed (@john-bodley) +- [#24686](https://github.com/apache/superset/pull/24686) fix: dataset safe URL for explore_url (@dpgaspar) +- [#25057](https://github.com/apache/superset/pull/25057) fix: Error when using the legacy dataset editor (@michael-s-molina) +- [#25029](https://github.com/apache/superset/pull/25029) fix: Native filter dashboard RBAC aware dataset permission (@john-bodley) +- [#25055](https://github.com/apache/superset/pull/25055) fix: docker-compose non-dev (@michael-s-molina) +- [#24999](https://github.com/apache/superset/pull/24999) fix(mssql): avoid trying to return a resultset for DML queries with not resultset (@Yuval-Moshe) +- [#25014](https://github.com/apache/superset/pull/25014) fix: CTE queries with non-SELECT statements (@dpgaspar) +- [#25028](https://github.com/apache/superset/pull/25028) fix: Dashboard fullscreen is removing custom URL params (@michael-s-molina) +- [#25008](https://github.com/apache/superset/pull/25008) fix: Address regression introduced in #24789 (@john-bodley) +- [#24991](https://github.com/apache/superset/pull/24991) fix: Don't let users see dashboards only because it's favorited (@jfrag1) +- [#25017](https://github.com/apache/superset/pull/25017) fix: Downgrades Prophet to 1.1.1 and Holidays to 0.23 (@michael-s-molina) +- [#25009](https://github.com/apache/superset/pull/25009) fix: Date column in Heatmap is displayed as unix timestamp (@michael-s-molina) +- [#24965](https://github.com/apache/superset/pull/24965) fix(sqllab): scroll position after run current sql (@justinpark) +- [#24989](https://github.com/apache/superset/pull/24989) fix: Calendar Heatmap day offset (@michael-s-molina) +- [#24906](https://github.com/apache/superset/pull/24906) fix: Duplicated options in Select when using numerical values (@michael-s-molina) +- [#24959](https://github.com/apache/superset/pull/24959) fix: Tooltips don't disappear on the Heatmap chart (@michael-s-molina) +- [#24953](https://github.com/apache/superset/pull/24953) fix: calls to `_get_sqla_engine` (@betodealmeida) +- [#24903](https://github.com/apache/superset/pull/24903) fix(charts): View in SQL Lab with relevant perm (@giftig) +- [#24946](https://github.com/apache/superset/pull/24946) fix: remove unused file (@mdeshmu) +- [#24806](https://github.com/apache/superset/pull/24806) fix: Dashboard aware RBAC "Save as" menu item (@john-bodley) +- [#24916](https://github.com/apache/superset/pull/24916) fix: Tooltip of area chart shows undefined total (@michael-s-molina) +- [#24886](https://github.com/apache/superset/pull/24886) fix(explore): double resize triggered (@justinpark) +- [#24789](https://github.com/apache/superset/pull/24789) fix: Dashboard aware RBAC dataset permission (@john-bodley) +- [#24892](https://github.com/apache/superset/pull/24892) fix: revert "fix(embedded): adding logic to check dataset used by filters (#24808) (@john-bodley) +- [#24829](https://github.com/apache/superset/pull/24829) fix(dataset): resizable dataset layout left column (@justinpark) +- [#24876](https://github.com/apache/superset/pull/24876) fix(explore): invalid "No Filter" applied (@justinpark) +- [#24874](https://github.com/apache/superset/pull/24874) fix(annotation): Address regression from #24694 (@john-bodley) +- [#24849](https://github.com/apache/superset/pull/24849) fix: validation errors appearing after ssh tunnel switch (@hughhhh) +- [#24862](https://github.com/apache/superset/pull/24862) fix: Explore misleading save action (@michael-s-molina) +- [#24847](https://github.com/apache/superset/pull/24847) fix(sqllab): Add docText for long keyword (@justinpark) +- [#24850](https://github.com/apache/superset/pull/24850) fix(legacy-chart): corrupted raw chart data (@justinpark) +- [#24846](https://github.com/apache/superset/pull/24846) fix: Links in tooltips of dashboard chart cards (@michael-s-molina) +- [#24808](https://github.com/apache/superset/pull/24808) fix(embedded): adding logic to check dataset used by filters (@Vitor-Avila) +- [#24803](https://github.com/apache/superset/pull/24803) fix: Python3.11 (str, Enum) issue (@EugeneTorap) +- [#24796](https://github.com/apache/superset/pull/24796) fix(datasets): give possibility to add dataset with slashes in name (@Always-prog) +- [#24821](https://github.com/apache/superset/pull/24821) fix: Allow chart import to update the dataset an existing chart points to (@jfrag1) +- [#24814](https://github.com/apache/superset/pull/24814) fix: Removes unnecessary query on filters (@michael-s-molina) +- [#24815](https://github.com/apache/superset/pull/24815) fix: pass schema on dataset creation (@betodealmeida) +- [#24801](https://github.com/apache/superset/pull/24801) fix: Filters alert width (@michael-s-molina) +- [#24677](https://github.com/apache/superset/pull/24677) fix(sqllab): Replace autocomplete logic by a hook (@justinpark) +- [#24816](https://github.com/apache/superset/pull/24816) fix: docs invalid client redirect (@dpgaspar) +- [#23988](https://github.com/apache/superset/pull/23988) fix: Department names fixed for CountryMap of France (@xavier-GitHub76) +- [#24798](https://github.com/apache/superset/pull/24798) fix(chore): switching between languages should be without timeout 60 seconds (@Always-prog) +- [#24772](https://github.com/apache/superset/pull/24772) fix(sqllab): Replace margin style by gap on query results (@justinpark) +- [#24698](https://github.com/apache/superset/pull/24698) fix: Select onChange is being fired without explicit selection (@michael-s-molina) +- [#24747](https://github.com/apache/superset/pull/24747) fix: update svgr webpack config to use svg dimensions (@eschutho) +- [#23816](https://github.com/apache/superset/pull/23816) fix(docs): respect no_proxy environment variable (@karsten-wagner) +- [#24756](https://github.com/apache/superset/pull/24756) fix: Tooltip no longer highlights hovered data series (@michael-s-molina) +- [#24740](https://github.com/apache/superset/pull/24740) fix: column/metric type icons look too small (@mistercrunch) +- [#24739](https://github.com/apache/superset/pull/24739) fix: `search_path` in RDS (@betodealmeida) +- [#24599](https://github.com/apache/superset/pull/24599) fix(datasets): Replace left panel layout by TableSelector (@justinpark) +- [#24710](https://github.com/apache/superset/pull/24710) fix(pvt2): migrations from legacy pivot table error when form_data have pieces of pvt2 (@Always-prog) +- [#24746](https://github.com/apache/superset/pull/24746) fix: Dashboard time grain in Table (@michael-s-molina) +- [#24716](https://github.com/apache/superset/pull/24716) fix(range-slider): removed localization of metric key (@Always-prog) +- [#24671](https://github.com/apache/superset/pull/24671) fix(cache): Add cache warmup for non-legacy charts (@john-bodley) +- [#24670](https://github.com/apache/superset/pull/24670) fix: color collision in dashboard with tabs (@lilykuang) +- [#24663](https://github.com/apache/superset/pull/24663) fix(dataset-import): support empty strings for extra fields (@Vitor-Avila) +- [#24690](https://github.com/apache/superset/pull/24690) fix: embedded dashboard check (@betodealmeida) +- [#24665](https://github.com/apache/superset/pull/24665) fix: Dashboard time grain in Pivot Table (@michael-s-molina) +- [#24611](https://github.com/apache/superset/pull/24611) fix(sqllab): missing column meta on autocomplete (@justinpark) +- [#24630](https://github.com/apache/superset/pull/24630) fix: Chart can be added to dashboard by non-owner via save as option (@jfrag1) +- [#24642](https://github.com/apache/superset/pull/24642) fix: Incorrect initial global scoping of cross filters (@kgabryje) +- [#24610](https://github.com/apache/superset/pull/24610) fix: Validation of out of scope filters and interaction with Clear All (@michael-s-molina) +- [#24646](https://github.com/apache/superset/pull/24646) fix: CSP, bump FAB to 4.3.4 (@dpgaspar) +- [#24625](https://github.com/apache/superset/pull/24625) fix: fix extra insert for count on dataset creation (@hughhhh) +- [#24643](https://github.com/apache/superset/pull/24643) fix: Ensure metrics is an array in Mixed Chart (@kgabryje) +- [#24644](https://github.com/apache/superset/pull/24644) fix: remove spaces and EOL from nonce attr (@dpgaspar) +- [#24617](https://github.com/apache/superset/pull/24617) fix: Wrong positioning of filter tooltips on scroll (@michael-s-molina) +- [#24609](https://github.com/apache/superset/pull/24609) fix: change naming convention for count metric on Dataset creation (@hughhhh) +- [#24567](https://github.com/apache/superset/pull/24567) fix: remove underscore from builtin_time_grains label (@cnabro) +- [#24608](https://github.com/apache/superset/pull/24608) fix: Incorrect dependency between filters related feature flags (@michael-s-molina) +- [#24612](https://github.com/apache/superset/pull/24612) fix(report): edit without custom width (@betodealmeida) +- [#24552](https://github.com/apache/superset/pull/24552) fix(ssh): Editting Database w/ SSH Tunneling (@hughhhh) +- [#24556](https://github.com/apache/superset/pull/24556) fix: set max version for pyocient (@jwilliams-ocient) +- [#24129](https://github.com/apache/superset/pull/24129) fix: Bump prophet, re-enable tests, and remedy column eligibility logic (@john-bodley) +- [#24593](https://github.com/apache/superset/pull/24593) fix: Clicking on a tag in the dashboard and charts lists does not work (@michael-s-molina) +- [#24196](https://github.com/apache/superset/pull/24196) fix: SSH Tunnel creation with dynamic form (@hughhhh) +- [#24555](https://github.com/apache/superset/pull/24555) fix: Metric is truncated in tooltip (@michael-s-molina) +- [#24565](https://github.com/apache/superset/pull/24565) fix: docker compose refusing to start (@dpgaspar) +- [#24536](https://github.com/apache/superset/pull/24536) fix(sqllab): Add threshold for checking inactive queries (@justinpark) +- [#24546](https://github.com/apache/superset/pull/24546) fix: Error when searching for a dashboard in the chart list (@michael-s-molina) +- [#24550](https://github.com/apache/superset/pull/24550) fix: Deque mutated during iteration (@michael-s-molina) +- [#24541](https://github.com/apache/superset/pull/24541) fix(docs): Typo in filter migration. (@Hikari) +- [#24475](https://github.com/apache/superset/pull/24475) fix(translations): typo mistake (translation to Spanish) (@santi-pragma) +- [#24519](https://github.com/apache/superset/pull/24519) fix: SQL Lab - correct setting name from DISPLAY_MAX_ROWS to DISPLAY_MAX_ROW (@jgillick) +- [#24537](https://github.com/apache/superset/pull/24537) fix: Use Celery task ETA for alert/report schedule (@john-bodley) +- [#24545](https://github.com/apache/superset/pull/24545) fix: Revert enable strong session protection by default (#24256) (@michael-s-molina) +- [#24544](https://github.com/apache/superset/pull/24544) fix: Release scripts Python version (@michael-s-molina) +- [#24542](https://github.com/apache/superset/pull/24542) fix(native-filters): Infinite load when filter with default first value is out of scope in horizontal bar (@kgabryje) +- [#24492](https://github.com/apache/superset/pull/24492) fix(charts): big-number display broken in echarts (@curious86) +- [#24506](https://github.com/apache/superset/pull/24506) fix: Native filter dynamic numeric search (@john-bodley) +- [#24477](https://github.com/apache/superset/pull/24477) fix: Total calculation in stacked Timeseries charts (@michael-s-molina) +- [#24471](https://github.com/apache/superset/pull/24471) fix(oracle): denormalize column names where applicable (@villebro) +- [#24476](https://github.com/apache/superset/pull/24476) fix: Revert enabling CSP (@kgabryje) +- [#24418](https://github.com/apache/superset/pull/24418) fix: Native filter dynamic numeric search (@john-bodley) +- [#24447](https://github.com/apache/superset/pull/24447) fix(charts): Fix chart load task error handling (@giftig) +- [#24405](https://github.com/apache/superset/pull/24405) fix: creating a new chart with dashboard time filters but filter can't apply again (@lilykuang) +- [#24434](https://github.com/apache/superset/pull/24434) fix: Revert to old endpoint temporarily to enable sharing saved queries (@jfrag1) +- [#24248](https://github.com/apache/superset/pull/24248) fix: save columns reference from sqllab save datasets flow (@hughhhh) +- [#24429](https://github.com/apache/superset/pull/24429) fix: Viz migration adjustments - 2 (@michael-s-molina) +- [#24440](https://github.com/apache/superset/pull/24440) fix(translations): regularise the capitalisation of 'CSV' in en localisation (@stuartyeates) +- [#24410](https://github.com/apache/superset/pull/24410) fix: force data load on import examples (@eschutho) +- [#24422](https://github.com/apache/superset/pull/24422) fix(sql-lab): remove redundant onChange schema property (@villebro) +- [#24420](https://github.com/apache/superset/pull/24420) fix: FE call to changed recent_activity endpoint (@dpgaspar) +- [#24428](https://github.com/apache/superset/pull/24428) fix: deck.gl Geojson path not visible (@kgabryje) +- [#24392](https://github.com/apache/superset/pull/24392) fix: Fixes #24391 (Problems with celery beat running with docker when the machine is rebooted suddenly) (@alvarolmedo) +- [#24221](https://github.com/apache/superset/pull/24221) fix(helm): Add fullname prefix to init job (@NickLarsenNZ) +- [#24121](https://github.com/apache/superset/pull/24121) fix: Address regression introduced in #22853 (@john-bodley) +- [#24143](https://github.com/apache/superset/pull/24143) fix: Ensure "Import Dashboard" menu item adheres to PVM (@john-bodley) +- [#24350](https://github.com/apache/superset/pull/24350) fix: Address dashboard permission regression in #23586 (@john-bodley) +- [#24363](https://github.com/apache/superset/pull/24363) fix: deck.gl Scatterplot min/max radius (@kgabryje) +- [#24344](https://github.com/apache/superset/pull/24344) fix(sqllab): Inefficient SqlaTable query (#24343) (@giftig) +- [#24341](https://github.com/apache/superset/pull/24341) fix: Viz migration adjustments - 1 (@michael-s-molina) +- [#24317](https://github.com/apache/superset/pull/24317) fix: update order of build for testing a release (@eschutho) +- [#24303](https://github.com/apache/superset/pull/24303) fix: Copy dashboard filters when copying dashboard (@jfrag1) +- [#24176](https://github.com/apache/superset/pull/24176) fix: Time shifts with different granularity for ECharts (@michael-s-molina) +- [#24315](https://github.com/apache/superset/pull/24315) fix: DB extension collapse (@betodealmeida) +- [#19808](https://github.com/apache/superset/pull/19808) fix(sql-lab): SQL Lab commit connection even if no CTA query is made (@snt1017) +- [#24265](https://github.com/apache/superset/pull/24265) fix(capitalization): Capitalizing the 'metric' label in Pivot Tables (@rusackas) +- [#24304](https://github.com/apache/superset/pull/24304) fix(dashboard): max call size stack error (@justinpark) +- [#24293](https://github.com/apache/superset/pull/24293) fix: Removes file extension from textUtils (@michael-s-molina) +- [#24291](https://github.com/apache/superset/pull/24291) fix: Text utils null value when reading module (@michael-s-molina) +- [#24279](https://github.com/apache/superset/pull/24279) fix(migrations): Fixing cross filter migration (@craig-rueda) +- [#24279](https://github.com/apache/superset/pull/24279) fix(migrations): Fixing cross filter migration (@craig-rueda) +- [#24256](https://github.com/apache/superset/pull/24256) fix: enable strong session protection by default (@dpgaspar) +- [#23562](https://github.com/apache/superset/pull/23562) fix(docs): Update databricks.mdx with correct pip package name (@amosdoublec) +- [#24217](https://github.com/apache/superset/pull/24217) fix: Typescript warnings when importing types (@michael-s-molina) +- [#24222](https://github.com/apache/superset/pull/24222) fix(helm): Use correct default hostnames for postgres and redis (@NickLarsenNZ) +- [#24242](https://github.com/apache/superset/pull/24242) fix(dataset-api): allow undefined schema in post (@villebro) +- [#24207](https://github.com/apache/superset/pull/24207) fix: removing problematic "formattable" tag (@rusackas) +- [#24223](https://github.com/apache/superset/pull/24223) fix: Tag link issue from CRUD page (@hughhhh) +- [#24181](https://github.com/apache/superset/pull/24181) fix(translation): complete portuguese(brazilian) translation (@lucas1221) +- [#24177](https://github.com/apache/superset/pull/24177) fix(explore): rendering regression on standalone (@justinpark) +- [#24186](https://github.com/apache/superset/pull/24186) fix(plugin-chart-echarts): force min y-tick for log axis with zero (@villebro) +- [#24060](https://github.com/apache/superset/pull/24060) fix: always allow tags to be returned via the API (@hughhhh) +- [#24142](https://github.com/apache/superset/pull/24142) fix(sqllab): Table options rendering regression (@justinpark) +- [#24113](https://github.com/apache/superset/pull/24113) fix: Errors when saving dataset (@jfrag1) +- [#24158](https://github.com/apache/superset/pull/24158) fix(table): percentage metric should use verbose map (@Always-prog) +- [#24159](https://github.com/apache/superset/pull/24159) fix(reports): error when creation alert/report with localization (@Always-prog) +- [#23762](https://github.com/apache/superset/pull/23762) fix: repeated color in the same chart (@lilykuang) +- [#24124](https://github.com/apache/superset/pull/24124) fix: Revert tox basepython (@john-bodley) +- [#24134](https://github.com/apache/superset/pull/24134) fix(plugin-chart-echarts): normalize temporal string groupbys (@villebro) +- [#24120](https://github.com/apache/superset/pull/24120) fix(sqllab): Disable Select All on table selector (@justinpark) +- [#24114](https://github.com/apache/superset/pull/24114) fix(ci): remove username from owner (@villebro) +- [#23814](https://github.com/apache/superset/pull/23814) fix(ocient): convert pyocient GIS data types to geoJSON (@jwilliams-ocient) +- [#23867](https://github.com/apache/superset/pull/23867) fix(docs): Installation instruction changes (@artofcomputing) +- [#24070](https://github.com/apache/superset/pull/24070) fix(alert modal): set current user as default alert owner during new alert initialization (@curious86) +- [#24068](https://github.com/apache/superset/pull/24068) fix: Handle python_date_format in ExploreMixin (@john-bodley) +- [#24062](https://github.com/apache/superset/pull/24062) fix: handle `python_date_format` in ExploreMixin (@betodealmeida) +- [#24028](https://github.com/apache/superset/pull/24028) fix: typing and using enter to select the table on sql lab layout (@lilykuang) +- [#24009](https://github.com/apache/superset/pull/24009) fix(sqllab): rollback clean comments out (@justinpark) +- [#23971](https://github.com/apache/superset/pull/23971) fix: MySQL et al. super calls (@john-bodley) +- [#23715](https://github.com/apache/superset/pull/23715) fix(filters): Stop breaking if translateToSql returns an object (@Antonio-RiveroMartnez) +- [#23952](https://github.com/apache/superset/pull/23952) fix(sqllab): custom url params disappeared (@justinpark) +- [#23935](https://github.com/apache/superset/pull/23935) fix: methods incorrect type and update deprecated targets (@dpgaspar) +- [#23908](https://github.com/apache/superset/pull/23908) fix(sqllab): clean comments within quotes (@justinpark) +- [#23924](https://github.com/apache/superset/pull/23924) fix: timeout should be an integer (@betodealmeida) +- [#23892](https://github.com/apache/superset/pull/23892) fix(sql-editor): Fix run stop button color to improve usability (@curious86) +- [#23909](https://github.com/apache/superset/pull/23909) fix: remove feature flag for tags on Dashboard API for `Tags` (@hughhhh) +- [#23881](https://github.com/apache/superset/pull/23881) fix(native-filters): Address spelling mistakes (@john-bodley) +- [#23778](https://github.com/apache/superset/pull/23778) fix(chart): scrollbar keep flusing on and off (@justinpark) +- [#23868](https://github.com/apache/superset/pull/23868) fix: move dynamic schema out of base Postgres class (@hughhhh) +- [#23702](https://github.com/apache/superset/pull/23702) fix: npm run dev-server error resolved (@Abhishek-kumar-samsung) +- [#23872](https://github.com/apache/superset/pull/23872) fix(dremio): query with alias (@betodealmeida) +- [#23860](https://github.com/apache/superset/pull/23860) fix(alerts): flaky test error (@justinpark) +- [#23832](https://github.com/apache/superset/pull/23832) fix(native-filters): Address spelling mistakes (@john-bodley) +- [#23856](https://github.com/apache/superset/pull/23856) fix(tests): Ensure deterministic SELECT ordering for CSV upload tests (@john-bodley) +- [#23627](https://github.com/apache/superset/pull/23627) fix(chart): chart updates are not retained (@justinpark) +- [#23857](https://github.com/apache/superset/pull/23857) fix(ephemerals): Quick fix for ephemeral spin-up (@craig-rueda) +- [#23831](https://github.com/apache/superset/pull/23831) fix: Preserve filters from previous drillings in drill by (@kgabryje) +- [#23830](https://github.com/apache/superset/pull/23830) fix: Loading state when cols for drill by are loading (@kgabryje) +- [#23818](https://github.com/apache/superset/pull/23818) fix(revert): Reverts storybook-addon-mock inclusion (@michael-s-molina) +- [#23685](https://github.com/apache/superset/pull/23685) fix(utils): evaluate date parser multiple holiday results correctly (@arkid15r) +- [#23811](https://github.com/apache/superset/pull/23811) fix: Hide FiltersPanel in standalone mode 3 (@geido) +- [#23731](https://github.com/apache/superset/pull/23731) fix: pivot v2 charts created before `GENERIC_CHART_AXES` is enabled (@betodealmeida) +- [#23819](https://github.com/apache/superset/pull/23819) fix: Clean up docker-ephemeral-env secrets command (@michael-s-molina) +- [#23817](https://github.com/apache/superset/pull/23817) fix(rls api): Add missing init file (@jfrag1) +- [#23805](https://github.com/apache/superset/pull/23805) fix(sqllab): test failed due to legacy api url (@justinpark) +- [#23783](https://github.com/apache/superset/pull/23783) fix(datasource): saving new calculated columns (@Always-prog) +- [#23786](https://github.com/apache/superset/pull/23786) fix: Docker ephemeral env (@michael-s-molina) +- [#23797](https://github.com/apache/superset/pull/23797) fix: Context menu crashing when there is no dimension in Echarts Series charts (@kgabryje) +- [#23776](https://github.com/apache/superset/pull/23776) fix: [chart power query] error show when user input column with x-axis (@hughhhh) +- [#23779](https://github.com/apache/superset/pull/23779) fix(native-filters): Fix encoding of non-temporal default values (@john-bodley) +- [#23087](https://github.com/apache/superset/pull/23087) fix(sqllab): Persisting tab state for saved query (@piyush9923) +- [#23757](https://github.com/apache/superset/pull/23757) fix: Drill by modal resizing (@kgabryje) +- [#23754](https://github.com/apache/superset/pull/23754) fix: Further drilling by different groupby fields (@kgabryje) +- [#23758](https://github.com/apache/superset/pull/23758) fix: Make sure the DeprecatedSelect label is always a string (@michael-s-molina) +- [#23157](https://github.com/apache/superset/pull/23157) fix(cache): coerce schema_cache_timeout to None (@cemremengu) +- [#23747](https://github.com/apache/superset/pull/23747) fix(ace-editor): use monospace fonts by default (@villebro) +- [#23737](https://github.com/apache/superset/pull/23737) fix: get or create db with an existing invalid URL (@dpgaspar) +- [#23669](https://github.com/apache/superset/pull/23669) fix(sqllab): infinite running state on disconnect (@justinpark) +- [#22370](https://github.com/apache/superset/pull/22370) fix: is_select check for lowercase select with "WITH" clauses (@fcomuniz) +- [#23695](https://github.com/apache/superset/pull/23695) fix(sqllab): rendering performance regression (@justinpark) +- [#23686](https://github.com/apache/superset/pull/23686) fix: Database modal parameter inputs persisting after modal closed and reopened (@jfrag1) +- [#23675](https://github.com/apache/superset/pull/23675) fix(plugin-chart-echarts): reorder totals and support multimetric sort (@villebro) +- [#23117](https://github.com/apache/superset/pull/23117) fix(ci): Fix GitHub workflow behavior for forks (@jsoref) +- [#23692](https://github.com/apache/superset/pull/23692) fix: Further drill by in Pivot Table (@kgabryje) +- [#23649](https://github.com/apache/superset/pull/23649) fix: Zero values on Dual Line axis bounds (@michael-s-molina) +- [#23641](https://github.com/apache/superset/pull/23641) fix: url_params cache miss with global async query (@kekwan) +- [#23682](https://github.com/apache/superset/pull/23682) fix: allow for dependencies that could be undefined (@eschutho) +- [#23624](https://github.com/apache/superset/pull/23624) fix(docker): optimize docker build by better utilizing build cache (@sebastianliebscher) +- [#23671](https://github.com/apache/superset/pull/23671) fix(sqllab): Revert "rendering performance regression (#23653)" (@justinpark) +- [#23666](https://github.com/apache/superset/pull/23666) fix: presto CI failed test (@hughhhh) +- [#23604](https://github.com/apache/superset/pull/23604) fix: update log message for ALERT_REPORTS_NOTIFICATION_DRY_RUN (@nytai) +- [#23653](https://github.com/apache/superset/pull/23653) fix(sqllab): rendering performance regression (@justinpark) +- [#23637](https://github.com/apache/superset/pull/23637) fix: Removes Redux state mutations - iteration 3 (@michael-s-molina) +- [#23611](https://github.com/apache/superset/pull/23611) fix(saved_queries): wrong enum for object_type of saved_query (@akzarma) +- [#23396](https://github.com/apache/superset/pull/23396) fix(Gauge echart): displaying column label (@AkashBoora) +- [#22677](https://github.com/apache/superset/pull/22677) fix(localization): localize legacy pivot table (@artemonsh) +- [#23589](https://github.com/apache/superset/pull/23589) fix(charts): Time range filters are not being applied to charts that were overwritten (@Antonio-RiveroMartnez) +- [#23421](https://github.com/apache/superset/pull/23421) fix(#23176): adding URL decoding to SQLAlchemy URI (@RekhaZemoso) +- [#23617](https://github.com/apache/superset/pull/23617) fix: Error on Cypress test (@michael-s-molina) +- [#23588](https://github.com/apache/superset/pull/23588) fix: Disables email reports for unsaved charts (@michael-s-molina) +- [#23597](https://github.com/apache/superset/pull/23597) fix: Ensure verbose mapping exists for SQL Lab Query model (@john-bodley) +- [#23613](https://github.com/apache/superset/pull/23613) fix: Increases the options limit for Annotation Layers (@michael-s-molina) +- [#23587](https://github.com/apache/superset/pull/23587) fix(docker-compose): Make worker use correct healthcheck (#23455) (@sebastianliebscher) +- [#23129](https://github.com/apache/superset/pull/23129) fix(translation): correct translation errors for Chinese(zh) (@zRich) +- [#23585](https://github.com/apache/superset/pull/23585) fix: Ensure the reporting framework handles charts with no data (@john-bodley) +- [#23579](https://github.com/apache/superset/pull/23579) fix(revert): "fix: cache warmup solution non legacy charts. (#23012)" (@john-bodley) +- [#23535](https://github.com/apache/superset/pull/23535) fix: Removes Redux state mutations - iteration 2 (@michael-s-molina) +- [#23576](https://github.com/apache/superset/pull/23576) fix(dashboard): Cross filters badge for cols with verbose names (@kgabryje) +- [#23567](https://github.com/apache/superset/pull/23567) fix: QueryParamProvider error on backend rendered views (@michael-s-molina) +- [#23548](https://github.com/apache/superset/pull/23548) fix: tags features flag on base models (@hughhhh) +- [#23565](https://github.com/apache/superset/pull/23565) fix: Add default empty array to filter dependencies (@dayknightmare) +- [#23533](https://github.com/apache/superset/pull/23533) fix(plugin-chart-table): Include time control (@kgabryje) +- [#23549](https://github.com/apache/superset/pull/23549) fix(sqllab): undefined issue_codes on query error (@justinpark) +- [#23543](https://github.com/apache/superset/pull/23543) fix: Hide FilterBar for Reports (@geido) +- [#23514](https://github.com/apache/superset/pull/23514) fix(sqllab): dedupe table_schemas in active_tab (@justinpark) +- [#23522](https://github.com/apache/superset/pull/23522) fix: Removes Redux state mutations - iteration 1 (@michael-s-molina) +- [#22880](https://github.com/apache/superset/pull/22880) fix: moved alerts and reports default values to config (@Always-prog) +- [#23469](https://github.com/apache/superset/pull/23469) fix(area chart legacy): tool tip shows actual value rather than y axi… (@AkashBoora) +- [#23137](https://github.com/apache/superset/pull/23137) fix(conditional formatting): controls looses on save (@Always-prog) +- [#23517](https://github.com/apache/superset/pull/23517) fix(word cloud): series label format fixed for custom sql queries (@ashgorithm) +- [#23513](https://github.com/apache/superset/pull/23513) fix(plugin-generator): Addresses linter errors in newly generated Superset plugin (@alex-bain) +- [#23521](https://github.com/apache/superset/pull/23521) fix(dashboards): apply tag filter correctly (@akzarma) +- [#23515](https://github.com/apache/superset/pull/23515) fix(plugin-chart-table): Invalid d3Formatter on String column (@justinpark) +- [#23475](https://github.com/apache/superset/pull/23475) fix: Preserves selected scopes when toggling between scope types (@michael-s-molina) +- [#23502](https://github.com/apache/superset/pull/23502) fix(dashboard): Add remark plugin on markdown (@justinpark) +- [#23480](https://github.com/apache/superset/pull/23480) fix: Chart crashing if timeseries_limit_metric is an empty array (@kgabryje) +- [#23378](https://github.com/apache/superset/pull/23378) fix(sqllab): throw errors of commented out query (@justinpark) +- [#23471](https://github.com/apache/superset/pull/23471) fix: broken helm chart ingress (@paulinjo) +- [#23452](https://github.com/apache/superset/pull/23452) fix(chart): add missing toleration for init-job (@ZeJ0hn) +- [#23265](https://github.com/apache/superset/pull/23265) fix(sqllab): dedupe active_tab in tabHistory (@justinpark) +- [#23446](https://github.com/apache/superset/pull/23446) fix: Allow setting ingress hosts directly through yaml (@paulinjo) +- [#23414](https://github.com/apache/superset/pull/23414) fix: prevent ForeignKeyViolation error on delete (@betodealmeida) +- [#23386](https://github.com/apache/superset/pull/23386) fix: schedule query option showing up (@betodealmeida) +- [#23432](https://github.com/apache/superset/pull/23432) fix: safe check when computing chart thumbnail (@zephyring) +- [#23433](https://github.com/apache/superset/pull/23433) fix: database dropdown keys (@betodealmeida) +- [#23389](https://github.com/apache/superset/pull/23389) fix(dashboard): `show_native_filters` leftover (@betodealmeida) +- [#23409](https://github.com/apache/superset/pull/23409) fix(docker): multi-architecture image build (@EugeneTorap) +- [#23330](https://github.com/apache/superset/pull/23330) fix: revert back to use security manager authz for dashboard when get by uuid (@zephyring) +- [#23318](https://github.com/apache/superset/pull/23318) fix: Table sorting reset (@geido) +- [#23376](https://github.com/apache/superset/pull/23376) fix: dataset_macro (@betodealmeida) +- [#23356](https://github.com/apache/superset/pull/23356) fix: table schema permissions (@betodealmeida) +- [#23314](https://github.com/apache/superset/pull/23314) fix(native-filters): Caching scope (@john-bodley) +- [#23365](https://github.com/apache/superset/pull/23365) fix(chart-controls): Error if x_axis_sort and timeseries_limit_metric are included in main metrics (@kgabryje) +- [#23361](https://github.com/apache/superset/pull/23361) fix(safari): remove autocomplete in table select (@villebro) +- [#23302](https://github.com/apache/superset/pull/23302) fix(sqllab): empty large query results from localStorage (@justinpark) +- [#23322](https://github.com/apache/superset/pull/23322) fix(examples): Cleanup granularity_sqla column (@john-bodley) +- [#23324](https://github.com/apache/superset/pull/23324) fix(trino): Disallow alias to source column (@john-bodley) +- [#23329](https://github.com/apache/superset/pull/23329) fix(dashboard): deepmerge htmlSchemaOverrides (@justinpark) +- [#23348](https://github.com/apache/superset/pull/23348) fix: dashboard DAO small code improvement (@dpgaspar) +- [#23347](https://github.com/apache/superset/pull/23347) fix(dashboard): Cross filters with time shifted series (@kgabryje) +- [#23339](https://github.com/apache/superset/pull/23339) fix(trino): normalize non-iso timestamps (@villebro) +- [#23296](https://github.com/apache/superset/pull/23296) fix(clickhouse): Update to working clickhouse-connect version (@genzgd) +- [#23260](https://github.com/apache/superset/pull/23260) fix(examples): Cleanup dashboard filter scopes (@john-bodley) +- [#23283](https://github.com/apache/superset/pull/23283) fix(dashboard): Allow selecting text in cells in Table and PivotTable without triggering cross filters (@kgabryje) +- [#23262](https://github.com/apache/superset/pull/23262) fix: ignore ts warnings from older typescript versions (@eschutho) +- [#23256](https://github.com/apache/superset/pull/23256) fix(dashboard): Missing filter card styles (@kgabryje) +- [#23250](https://github.com/apache/superset/pull/23250) fix(dashboard): Cross-filter search icon in filter bar (@kgabryje) +- [#23242](https://github.com/apache/superset/pull/23242) fix: Video Game Sales dashboard default filters (@john-bodley) +- [#23239](https://github.com/apache/superset/pull/23239) fix(explore): Dashboard filters on adhoc cols not working in Explore (@kgabryje) +- [#23194](https://github.com/apache/superset/pull/23194) fix(dashboard): Cross-filters not working properly for new dashboards (@kgabryje) +- [#23215](https://github.com/apache/superset/pull/23215) fix(dashboard): Page crashing when cross filter applied on adhoc column (@kgabryje) +- [#23202](https://github.com/apache/superset/pull/23202) fix(docs): Change postgres to postgresql in brew install command (@lyndsiWilliams) +- [#23130](https://github.com/apache/superset/pull/23130) fix: Pagination of VirtualTable (@EugeneTorap) +- [#23022](https://github.com/apache/superset/pull/23022) fix(dashboard): Chart's empty state not centered (@kgabryje) +- [#23135](https://github.com/apache/superset/pull/23135) fix: gamma sql_json test (@dpgaspar) +- [#23126](https://github.com/apache/superset/pull/23126) fix(ci): explicity set yaml Loader (@villebro) + +**Others** + +- [#25275](https://github.com/apache/superset/pull/25275) chore: Remove the ability to switch to filter-box chart when DASHBOARD_NATIVE_FILTERS feature is enabled (@john-bodley) +- [#25211](https://github.com/apache/superset/pull/25211) chore(trino): remove unnecessary index checks (@villebro) +- [#25161](https://github.com/apache/superset/pull/25161) chore: Add a note about adhoc subqueries in UPDATING.md (@michael-s-molina) +- [#25127](https://github.com/apache/superset/pull/25127) docs: Fix typo in UPDATING.md (@john-bodley) +- [#25129](https://github.com/apache/superset/pull/25129) refactor(frontend): make "Search" box the first filter for charts and datasets (@sfirke) +- [#25115](https://github.com/apache/superset/pull/25115) docs: Update UPDATING.md regarding potential breaking change to `ab_user.email` column (@john-bodley) +- [#24942](https://github.com/apache/superset/pull/24942) refactor(pinot): The `python_date_format` for a temporal column was not being passed to `get_timestamp_expr` (@ege-st) +- [#24826](https://github.com/apache/superset/pull/24826) chore: remove CssTemplate and Annotation access from gamma role (@lilykuang) +- [#25016](https://github.com/apache/superset/pull/25016) chore: use os.getenv to simplify superset_config.py (@sebastianliebscher) +- [#25025](https://github.com/apache/superset/pull/25025) chore: Pass the dashboard id when requesting filter values (@michael-s-molina) +- [#25003](https://github.com/apache/superset/pull/25003) chore: isolate examples database by default (@dpgaspar) +- [#24923](https://github.com/apache/superset/pull/24923) chore: modify UPDATING.md for logs table migrations (@cnabro) +- [#24324](https://github.com/apache/superset/pull/24324) chore: rate limit requests (@betodealmeida) +- [#24935](https://github.com/apache/superset/pull/24935) chore: Removes duplicated featureFlags.ts (@michael-s-molina) +- [#24864](https://github.com/apache/superset/pull/24864) chore: Refine native dashboard cleanup logic (@john-bodley) +- [#24804](https://github.com/apache/superset/pull/24804) chore: Refactor dashboard security access (@john-bodley) +- [#24774](https://github.com/apache/superset/pull/24774) chore: add talisman env var to config (@eschutho) +- [#24613](https://github.com/apache/superset/pull/24613) build(deps): bump tox from 4.6.3 to 4.6.4 in /requirements (@dependabot[bot]) +- [#24769](https://github.com/apache/superset/pull/24769) docs: update security policy and add CVE info (@dpgaspar) +- [#24758](https://github.com/apache/superset/pull/24758) chore(view_api): return application/json as content-type for api/v1/form_data endpoint (@zephyring) +- [#24759](https://github.com/apache/superset/pull/24759) chore(docs): Adding link to additional visualization content (@rusackas) +- [#24766](https://github.com/apache/superset/pull/24766) docs: Fix STANDARD_ROLES.md for Gamma role permissions on tableschemaview (@mattitoo) +- [#24736](https://github.com/apache/superset/pull/24736) chore: make control panel sub sections look better (@mistercrunch) +- [#24559](https://github.com/apache/superset/pull/24559) chore(native filters): Expandable filter config modal (@justinpark) +- [#24741](https://github.com/apache/superset/pull/24741) chore: make antd table font size same as data table (@mistercrunch) +- [#24627](https://github.com/apache/superset/pull/24627) chore: turn off talisman for ephemeral environments in ci (@eschutho) +- [#24731](https://github.com/apache/superset/pull/24731) chore: Bump PyYAML bounds (@john-bodley) +- [#24694](https://github.com/apache/superset/pull/24694) chore: Remove obsolete legacy visualizations (@john-bodley) +- [#24689](https://github.com/apache/superset/pull/24689) chore: move deprecated default version to 4.0.0 (@dpgaspar) +- [#24607](https://github.com/apache/superset/pull/24607) chore(command): Condense delete/bulk-delete operations (@john-bodley) +- [#24647](https://github.com/apache/superset/pull/24647) chore: Bump holidays to 0.28 (@arkid15r) +- [#24652](https://github.com/apache/superset/pull/24652) chore: Bump/relax Flask libs (@john-bodley) +- [#24466](https://github.com/apache/superset/pull/24466) chore(dao): Condense delete/bulk-delete operations (@john-bodley) +- [#24554](https://github.com/apache/superset/pull/24554) chore(sqllab): Log current local storage usage (@justinpark) +- [#24452](https://github.com/apache/superset/pull/24452) build(deps): bump tox from 4.6.1 to 4.6.3 in /requirements (@dependabot[bot]) +- [#24524](https://github.com/apache/superset/pull/24524) build(deps-dev): bump @types/node from 20.3.1 to 20.3.2 in /superset-websocket (@dependabot[bot]) +- [#24522](https://github.com/apache/superset/pull/24522) build(deps-dev): bump @typescript-eslint/parser from 5.60.0 to 5.60.1 in /superset-websocket (@dependabot[bot]) +- [#24501](https://github.com/apache/superset/pull/24501) build(deps): bump semver from 7.3.8 to 7.5.3 in /superset-websocket/utils/client-ws-app (@dependabot[bot]) +- [#24404](https://github.com/apache/superset/pull/24404) chore: deprecate FLASK_ENV and improve conf.ENVIRONMENT_TAG_CONFIG (@mistercrunch) +- [#24534](https://github.com/apache/superset/pull/24534) build(docker): add dockerize image (@alekseyolg) +- [#24462](https://github.com/apache/superset/pull/24462) docs: updating images and markdown (@rusackas) +- [#24543](https://github.com/apache/superset/pull/24543) chore: Un-revert enabling CSP by default (@kgabryje) +- [#24514](https://github.com/apache/superset/pull/24514) refactor: pkg_resources -> importlib.metadata (@cwegener) +- [#24538](https://github.com/apache/superset/pull/24538) chore: Constrain selenium version (@john-bodley) +- [#24505](https://github.com/apache/superset/pull/24505) chore: update d3-colors (@hughhhh) +- [#24499](https://github.com/apache/superset/pull/24499) chore: remove marshmallow-enum dependency and bump FAB (@dpgaspar) +- [#24504](https://github.com/apache/superset/pull/24504) build(docker): simplification of assembly to facilitate further support (@alekseyolg) +- [#24503](https://github.com/apache/superset/pull/24503) chore: update ansi-regex (@hughhhh) +- [#24489](https://github.com/apache/superset/pull/24489) chore(sqllab): add extra_json on tabstate (@justinpark) +- [#24497](https://github.com/apache/superset/pull/24497) build(docker): pin the underlying debain base image (@boenshao) +- [#24371](https://github.com/apache/superset/pull/24371) chore(sqllab): Remove table metadata from state (@justinpark) +- [#24443](https://github.com/apache/superset/pull/24443) build(deps-dev): bump eslint from 8.42.0 to 8.43.0 in /superset-websocket (@dependabot[bot]) +- [#24454](https://github.com/apache/superset/pull/24454) build(deps-dev): bump @typescript-eslint/eslint-plugin from 5.59.11 to 5.60.0 in /superset-websocket (@dependabot[bot]) +- [#24474](https://github.com/apache/superset/pull/24474) docs: Add CTA to community calendar subscription (@thiagorossener) +- [#24465](https://github.com/apache/superset/pull/24465) chore(dao): Add generic type for better type checking (@john-bodley) +- [#24397](https://github.com/apache/superset/pull/24397) build(deps): bump pre-commit from 3.3.2 to 3.3.3 in /requirements (@dependabot[bot]) +- [#24453](https://github.com/apache/superset/pull/24453) build(deps-dev): bump @typescript-eslint/parser from 5.59.11 to 5.60.0 in /superset-websocket (@dependabot[bot]) +- [#24262](https://github.com/apache/superset/pull/24262) chore: Enable CSP by default (@kgabryje) +- [#23853](https://github.com/apache/superset/pull/23853) chore: Migrate warm up cache endpoint to api v1 (@jfrag1) +- [#24331](https://github.com/apache/superset/pull/24331) chore(dao): Organize DAOs according to SIP-92 (@john-bodley) +- [#23835](https://github.com/apache/superset/pull/23835) docs: Show clickable link instead of code-formatting (@rusackas) +- [#24437](https://github.com/apache/superset/pull/24437) chore: toning down grayscale on X icon (@mistercrunch) +- [#24415](https://github.com/apache/superset/pull/24415) chore: Remove obsolete Druid NoSQL REGEX operator (@john-bodley) +- [#24419](https://github.com/apache/superset/pull/24419) build(deps): bump tox from 4.6.0 to 4.6.1 in /requirements (@dependabot[bot]) +- [#24378](https://github.com/apache/superset/pull/24378) build(deps-dev): bump @types/node from 20.2.5 to 20.3.1 in /superset-websocket (@dependabot[bot]) +- [#24403](https://github.com/apache/superset/pull/24403) chore: cleanup sqlalchemy warnings (@mistercrunch) +- [#24430](https://github.com/apache/superset/pull/24430) chore(ci): make eslint and jest run in --quiet mode (@mistercrunch) +- [#24423](https://github.com/apache/superset/pull/24423) chore: remove deprecated apis /slice_json/ and /annotation_json/ (@dpgaspar) +- [#24400](https://github.com/apache/superset/pull/24400) chore: remove deprecated apis and ENABLE_BROAD_ACTIVITY_ACCESS (@dpgaspar) +- [#24393](https://github.com/apache/superset/pull/24393) docs: Restyle documentation landing page and community page (@thiagorossener) +- [#24401](https://github.com/apache/superset/pull/24401) chore: Remove previously deprecated dataset metrics column from RESTful API (@john-bodley) +- [#24375](https://github.com/apache/superset/pull/24375) chore: remove deprecated apis on superset, get_or_create_table, sqllab_viz (@dpgaspar) +- [#24379](https://github.com/apache/superset/pull/24379) build(deps-dev): bump @typescript-eslint/eslint-plugin from 5.59.9 to 5.59.11 in /superset-websocket (@dependabot[bot]) +- [#24310](https://github.com/apache/superset/pull/24310) chore: Update GitHub issue templates (@john-bodley) +- [#24365](https://github.com/apache/superset/pull/24365) build(deps-dev): bump @typescript-eslint/parser from 5.59.8 to 5.59.11 in /superset-websocket (@dependabot[bot]) +- [#24360](https://github.com/apache/superset/pull/24360) chore: remove deprecated apis stop_query, queries, search_queries (@dpgaspar) +- [#24353](https://github.com/apache/superset/pull/24353) chore: remove deprecated apis copy_dash, save_dash and add_slices (@dpgaspar) +- [#24198](https://github.com/apache/superset/pull/24198) chore: remove user registrations menu for non-admins (@villebro) +- [#24354](https://github.com/apache/superset/pull/24354) chore: remove deprecated apis on superset, testconn, validate_sql_json, schemas_access_for_file_upload (@dpgaspar) +- [#24381](https://github.com/apache/superset/pull/24381) chore: remove deprecated api /superset/available_domains (@dpgaspar) +- [#24359](https://github.com/apache/superset/pull/24359) chore: remove deprecated apis estimate_query_cost, results, sql_json, csv (@dpgaspar) +- [#24286](https://github.com/apache/superset/pull/24286) build(deps-dev): bump eslint from 8.41.0 to 8.42.0 in /superset-websocket (@dependabot[bot]) +- [#24338](https://github.com/apache/superset/pull/24338) build(deps-dev): bump @types/uuid from 9.0.1 to 9.0.2 in /superset-websocket (@dependabot[bot]) +- [#24337](https://github.com/apache/superset/pull/24337) build(deps-dev): bump @types/ws from 8.5.4 to 8.5.5 in /superset-websocket (@dependabot[bot]) +- [#24362](https://github.com/apache/superset/pull/24362) chore: Disable redux errors (@kgabryje) +- [#24342](https://github.com/apache/superset/pull/24342) chore: remove deprecated api /superset/tables//... (@dpgaspar) +- [#24335](https://github.com/apache/superset/pull/24335) chore: remove deprecated api /superset/filter/... (@dpgaspar) +- [#24333](https://github.com/apache/superset/pull/24333) chore: remove deprecated api /superset/datasources (@dpgaspar) +- [#23997](https://github.com/apache/superset/pull/23997) chore(druid): Remove legacy Druid NoSQL logic (@john-bodley) +- [#24330](https://github.com/apache/superset/pull/24330) chore: Removes getUiOverrideRegistry (@michael-s-molina) +- [#24339](https://github.com/apache/superset/pull/24339) docs: Add BurdaForward to "In the Wild" and merge "News" and "Entertainment" to "Media & Entertainment" (@mattitoo) +- [#24082](https://github.com/apache/superset/pull/24082) chore(sqllab): Remove validation result from state (@justinpark) +- [#24322](https://github.com/apache/superset/pull/24322) chore: Deprecates some NVD3 charts in 3.0 (@michael-s-molina) +- [#24313](https://github.com/apache/superset/pull/24313) docs: add link to intro with supported database types (@sfirke) +- [#24312](https://github.com/apache/superset/pull/24312) chore: Remove unused sliceCanEdit logic (@john-bodley) +- [#24299](https://github.com/apache/superset/pull/24299) build(deps-dev): bump @typescript-eslint/eslint-plugin from 5.59.8 to 5.59.9 in /superset-websocket (@dependabot[bot]) +- [#24297](https://github.com/apache/superset/pull/24297) build(deps): bump tox from 4.5.2 to 4.6.0 in /requirements (@dependabot[bot]) +- [#24295](https://github.com/apache/superset/pull/24295) chore: Adds #24029 breaking change to UPDATING.md (@michael-s-molina) +- [#24288](https://github.com/apache/superset/pull/24288) docs: Adds new permissions from 2.1.0 and fixes some sql_lab permissions (@mattitoo) +- [#24250](https://github.com/apache/superset/pull/24250) chore(build): creating default superset_text.yaml placeholder file (@rusackas) +- [#24118](https://github.com/apache/superset/pull/24118) chore(docs): upgrading docusaurus (fixes header links) (@rusackas) +- [#24110](https://github.com/apache/superset/pull/24110) build(deps): bump pre-commit from 3.3.1 to 3.3.2 in /requirements (@dependabot[bot]) +- [#24246](https://github.com/apache/superset/pull/24246) build(deps-dev): bump @typescript-eslint/parser from 5.59.7 to 5.59.8 in /superset-websocket (@dependabot[bot]) +- [#24253](https://github.com/apache/superset/pull/24253) docs: fix broken link in the security page (@eltimen) +- [#24251](https://github.com/apache/superset/pull/24251) chore: tests for #24249 (@betodealmeida) +- [#24206](https://github.com/apache/superset/pull/24206) chore(native-filters): Ensure consistent error handling (@john-bodley) +- [#24231](https://github.com/apache/superset/pull/24231) docs: removed extra ` from documentation (@SaishNarvekar) +- [#24235](https://github.com/apache/superset/pull/24235) docs: point the reader to "setup.py" for latest package version (@boenshao) +- [#24245](https://github.com/apache/superset/pull/24245) build(deps-dev): bump @typescript-eslint/eslint-plugin from 5.59.7 to 5.59.8 in /superset-websocket (@dependabot[bot]) +- [#24240](https://github.com/apache/superset/pull/24240) build(deps-dev): bump @types/node from 20.2.3 to 20.2.5 in /superset-websocket (@dependabot[bot]) +- [#24239](https://github.com/apache/superset/pull/24239) build(deps): bump winston from 3.8.2 to 3.9.0 in /superset-websocket (@dependabot[bot]) +- [#24238](https://github.com/apache/superset/pull/24238) build(deps): bump tox from 4.5.1 to 4.5.2 in /requirements (@dependabot[bot]) +- [#24214](https://github.com/apache/superset/pull/24214) refactor: Extracts type definitions from ExtensionsRegistry (@michael-s-molina) +- [#24184](https://github.com/apache/superset/pull/24184) build(deps-dev): bump @typescript-eslint/eslint-plugin from 5.59.6 to 5.59.7 in /superset-websocket (@dependabot[bot]) +- [#24167](https://github.com/apache/superset/pull/24167) build(deps-dev): bump eslint from 8.40.0 to 8.41.0 in /superset-websocket (@dependabot[bot]) +- [#24183](https://github.com/apache/superset/pull/24183) build(deps-dev): bump @typescript-eslint/parser from 5.59.6 to 5.59.7 in /superset-websocket (@dependabot[bot]) +- [#24202](https://github.com/apache/superset/pull/24202) chore(ssh): Allow users to set TUNNEL_TIMEOUT from config (@hughhhh) +- [#24026](https://github.com/apache/superset/pull/24026) chore(sqllab): Remove functionNames from sqlLab state (@justinpark) +- [#24045](https://github.com/apache/superset/pull/24045) chore: Bump sqlparse to 0.4.4 (@EugeneTorap) +- [#24168](https://github.com/apache/superset/pull/24168) build(deps-dev): bump @types/node from 20.2.0 to 20.2.3 in /superset-websocket (@dependabot[bot]) +- [#24135](https://github.com/apache/superset/pull/24135) chore(sqllab): remove deprecated PyArrow API (@sebastianliebscher) +- [#24128](https://github.com/apache/superset/pull/24128) chore: deprecate rls base related filters (@villebro) +- [#24117](https://github.com/apache/superset/pull/24117) chore: Refactor command exceptions (@john-bodley) +- [#24029](https://github.com/apache/superset/pull/24029) chore: Update QUERY_LOGGER and SQL_QUERY_MUTATOR signatures (@john-bodley) +- [#24107](https://github.com/apache/superset/pull/24107) chore(report): Use for/else clause (@john-bodley) +- [#24111](https://github.com/apache/superset/pull/24111) build(deps-dev): bump @types/node from 20.1.7 to 20.2.0 in /superset-websocket (@dependabot[bot]) +- [#23941](https://github.com/apache/superset/pull/23941) build: helm template to set init job annotations (@ybudweiser) +- [#24106](https://github.com/apache/superset/pull/24106) chore: update packages for vanta FE security concerns (@hughhhh) +- [#24087](https://github.com/apache/superset/pull/24087) build(deps-dev): bump @types/node from 20.1.4 to 20.1.7 in /superset-websocket (@dependabot[bot]) +- [#22801](https://github.com/apache/superset/pull/22801) chore(thumbnails): change default executor to logged in user (@villebro) +- [#24081](https://github.com/apache/superset/pull/24081) chore(docs): Updating DB connection instructions in 1st Dash instruct… (@rusackas) +- [#22799](https://github.com/apache/superset/pull/22799) chore(reports): change default executor to owner (@villebro) +- [#24073](https://github.com/apache/superset/pull/24073) build(deps-dev): bump @typescript-eslint/eslint-plugin from 5.59.5 to 5.59.6 in /superset-websocket (@dependabot[bot]) +- [#24050](https://github.com/apache/superset/pull/24050) chore: add extension for related DB assets on delete (@betodealmeida) +- [#24074](https://github.com/apache/superset/pull/24074) build(deps-dev): bump @typescript-eslint/parser from 5.59.2 to 5.59.6 in /superset-websocket (@dependabot[bot]) +- [#24080](https://github.com/apache/superset/pull/24080) chore(docs): tidy up supported DB engines for metadata store (@sfirke) +- [#24079](https://github.com/apache/superset/pull/24079) chore(docs): Updated awkward phrase in FAQ, "force" (@kikobarr) +- [#24069](https://github.com/apache/superset/pull/24069) chore(trino): Bump Trino version to address an IANA time zone issue (@john-bodley) +- [#23581](https://github.com/apache/superset/pull/23581) chore: bump dependencies (@betodealmeida) +- [#24065](https://github.com/apache/superset/pull/24065) build(deps): bump vm2 from 3.9.15 to 3.9.18 in /superset-frontend/cypress-base (@dependabot[bot]) +- [#24066](https://github.com/apache/superset/pull/24066) build(deps): bump vm2 from 3.9.17 to 3.9.18 in /superset-frontend (@dependabot[bot]) +- [#24058](https://github.com/apache/superset/pull/24058) chore: add log for ssh tunnel information (@hughhhh) +- [#24025](https://github.com/apache/superset/pull/24025) chore(docs): add version for postgres when doing brew install (@rusackas) +- [#24052](https://github.com/apache/superset/pull/24052) build(deps-dev): bump @types/node from 20.1.2 to 20.1.4 in /superset-websocket (@dependabot[bot]) +- [#23965](https://github.com/apache/superset/pull/23965) chore: bump werkzeug and Flask (@dpgaspar) +- [#24033](https://github.com/apache/superset/pull/24033) chore: Update mypy and fix stubs issue (@EugeneTorap) +- [#24023](https://github.com/apache/superset/pull/24023) chore: remove duplicates of `validate_adhoc_subquery` (@betodealmeida) +- [#24001](https://github.com/apache/superset/pull/24001) chore: remove deprecated distutils (@sebastianliebscher) +- [#24017](https://github.com/apache/superset/pull/24017) build(deps-dev): bump @types/node from 20.1.1 to 20.1.2 in /superset-websocket (@dependabot[bot]) +- [#23756](https://github.com/apache/superset/pull/23756) test: cover empty AdvancedDataTypes internet_address and internet_port (@sebastianliebscher) +- [#23770](https://github.com/apache/superset/pull/23770) chore: fix deprecation warnings for SQLALchemy URL (@sebastianliebscher) +- [#23976](https://github.com/apache/superset/pull/23976) chore: mark explore_json as deprecated in 3.0 (@betodealmeida) +- [#23981](https://github.com/apache/superset/pull/23981) chore: Deprecate DND feature flags (@kgabryje) +- [#23984](https://github.com/apache/superset/pull/23984) build(deps-dev): bump @typescript-eslint/eslint-plugin from 5.59.2 to 5.59.5 in /superset-websocket (@dependabot[bot]) +- [#23983](https://github.com/apache/superset/pull/23983) build(deps-dev): bump @types/node from 20.1.0 to 20.1.1 in /superset-websocket (@dependabot[bot]) +- [#23951](https://github.com/apache/superset/pull/23951) chore(deps): Add dependency-review action (@rusackas) +- [#23974](https://github.com/apache/superset/pull/23974) chore(actions): adding JavaScript to CodeQL config (@rusackas) +- [#24002](https://github.com/apache/superset/pull/24002) chore: Comment 3.8 PY required CI checks (@EugeneTorap) +- [#23986](https://github.com/apache/superset/pull/23986) chore: Bump python libs (@EugeneTorap) +- [#23994](https://github.com/apache/superset/pull/23994) docs(feature flags): remove the conflicting entry for DRILL_BY (@sfirke) +- [#23760](https://github.com/apache/superset/pull/23760) chore(sqllab): Refactor react-query by redux-toolkit query (@justinpark) +- [#23961](https://github.com/apache/superset/pull/23961) build(deps-dev): bump eslint from 8.39.0 to 8.40.0 in /superset-websocket (@dependabot[bot]) +- [#23962](https://github.com/apache/superset/pull/23962) build(deps-dev): bump @types/node from 20.0.0 to 20.1.0 in /superset-websocket (@dependabot[bot]) +- [#23744](https://github.com/apache/superset/pull/23744) chore(slack): use recommended method for file upload (@betodealmeida) +- [#23923](https://github.com/apache/superset/pull/23923) chore(helm): Split service templates into separate files (@dnskr) +- [#23936](https://github.com/apache/superset/pull/23936) chore: deprecate /superset/add_slices (@dpgaspar) +- [#23911](https://github.com/apache/superset/pull/23911) docs: fixing a broken markdown link about SSH tunneling (@rusackas) +- [#23949](https://github.com/apache/superset/pull/23949) chore: add codeQL to CI (@dpgaspar) +- [#23947](https://github.com/apache/superset/pull/23947) build(deps-dev): bump @types/node from 18.16.3 to 20.0.0 in /superset-websocket (@dependabot[bot]) +- [#23926](https://github.com/apache/superset/pull/23926) chore(helm): Declare missing properties (@dnskr) +- [#23934](https://github.com/apache/superset/pull/23934) chore: Deprecates viz.py (@michael-s-molina) +- [#23795](https://github.com/apache/superset/pull/23795) docs: Add description of standard Superset roles (@mattitoo) +- [#23871](https://github.com/apache/superset/pull/23871) refactor: useEffectEvent for efficient deps (@justinpark) +- [#23913](https://github.com/apache/superset/pull/23913) build(deps): bump pre-commit from 3.2.2 to 3.3.1 in /requirements (@dependabot[bot]) +- [#23895](https://github.com/apache/superset/pull/23895) chore(ci): bump actions (@sebastianliebscher) +- [#23841](https://github.com/apache/superset/pull/23841) build(deps-dev): bump @types/jsonwebtoken from 9.0.1 to 9.0.2 in /superset-websocket (@dependabot[bot]) +- [#23894](https://github.com/apache/superset/pull/23894) build(deps-dev): bump @typescript-eslint/parser from 5.59.0 to 5.59.2 in /superset-websocket (@dependabot[bot]) +- [#23891](https://github.com/apache/superset/pull/23891) build(deps-dev): bump @typescript-eslint/eslint-plugin from 5.59.0 to 5.59.2 in /superset-websocket (@dependabot[bot]) +- [#23726](https://github.com/apache/superset/pull/23726) chore(helm): Use template comments for the chart license header (@dnskr) +- [#23887](https://github.com/apache/superset/pull/23887) build(deps-dev): bump @types/node from 18.16.0 to 18.16.3 in /superset-websocket (@dependabot[bot]) +- [#23849](https://github.com/apache/superset/pull/23849) chore: Add Cypress tests for drill by (@kgabryje) +- [#23680](https://github.com/apache/superset/pull/23680) chore: bump wtforms and add missing flask-limiter (@dpgaspar) +- [#23862](https://github.com/apache/superset/pull/23862) chore: Use nh3 lib instead of bleach (@EugeneTorap) +- [#23844](https://github.com/apache/superset/pull/23844) chore: Bump polyline to 2.0.0 (@EugeneTorap) +- [#23845](https://github.com/apache/superset/pull/23845) chore: Bump redis to 4.5.4 (@EugeneTorap) +- [#23854](https://github.com/apache/superset/pull/23854) chore: Add logging events for drill by (@kgabryje) +- [#23729](https://github.com/apache/superset/pull/23729) chore: migrate `sqllab_viz` endpoint to api v1 (@hughhhh) +- [#23813](https://github.com/apache/superset/pull/23813) chore: Upgrade Cypress to 10.11.0 (@kgabryje) +- [#23794](https://github.com/apache/superset/pull/23794) docs: discourage the use of SQLite (@dpgaspar) +- [#23785](https://github.com/apache/superset/pull/23785) chore: Deprecates 3.0 consented feature flags (@michael-s-molina) +- [#23820](https://github.com/apache/superset/pull/23820) docs: Add Superset Overview Video to README (@satokonak) +- [#23796](https://github.com/apache/superset/pull/23796) docs: cleanup references to `apache-superset/superset-ui` (@charpeni) +- [#22916](https://github.com/apache/superset/pull/22916) chore: Add tests to SQL lab button components (@diegomedina248) +- [#23791](https://github.com/apache/superset/pull/23791) build(deps-dev): bump @types/node from 18.15.13 to 18.16.0 in /superset-websocket (@dependabot[bot]) +- [#23790](https://github.com/apache/superset/pull/23790) build(deps-dev): bump eslint from 8.38.0 to 8.39.0 in /superset-websocket (@dependabot[bot]) +- [#23789](https://github.com/apache/superset/pull/23789) build(deps-dev): bump prettier from 2.8.7 to 2.8.8 in /superset-websocket (@dependabot[bot]) +- [#23798](https://github.com/apache/superset/pull/23798) chore: Add DRILL_BY to FEATURE_FLAGS.md (@kgabryje) +- [#23784](https://github.com/apache/superset/pull/23784) chore: Deprecates FilterBox (@michael-s-molina) +- [#23765](https://github.com/apache/superset/pull/23765) build(deps-dev): bump @types/node from 18.15.12 to 18.15.13 in /superset-websocket (@dependabot[bot]) +- [#23772](https://github.com/apache/superset/pull/23772) chore(e2e): skip the worst offender of flaky tests. (@rusackas) +- [#23670](https://github.com/apache/superset/pull/23670) chore(feature flags): updating the status of a few flags (@rusackas) +- [#23704](https://github.com/apache/superset/pull/23704) chore: remove RemovedInMarshmallow4 warnings (@sebastianliebscher) +- [#23759](https://github.com/apache/superset/pull/23759) chore(actions): Fix for Chromatic action using actions/checkout@v3 (@rusackas) +- [#23725](https://github.com/apache/superset/pull/23725) chore(docs): copy change submitted through BugHerd (@rusackas) +- [#23488](https://github.com/apache/superset/pull/23488) refactor(sqllab): Remove tableOptions from redux state (@justinpark) +- [#23746](https://github.com/apache/superset/pull/23746) build(deps-dev): bump @types/node from 18.15.11 to 18.15.12 in /superset-websocket (@dependabot[bot]) +- [#23753](https://github.com/apache/superset/pull/23753) build(deps): bump vm2 from 3.9.15 to 3.9.17 in /superset-frontend (@dependabot[bot]) +- [#23718](https://github.com/apache/superset/pull/23718) build(deps-dev): bump @typescript-eslint/parser from 5.58.0 to 5.59.0 in /superset-websocket (@dependabot[bot]) +- [#23734](https://github.com/apache/superset/pull/23734) chore(chart-data): add post processing error message to response (@villebro) +- [#23678](https://github.com/apache/superset/pull/23678) chore(api v1): Deprecate datasource/save and datasource/get endpoints (@jfrag1) +- [#23714](https://github.com/apache/superset/pull/23714) chore(api v1): Deprecate superset/override_role_permissions endpoint (@jfrag1) +- [#23681](https://github.com/apache/superset/pull/23681) chore(helm): Reformat helm chart templates (@dnskr) +- [#23719](https://github.com/apache/superset/pull/23719) build(deps-dev): bump @typescript-eslint/eslint-plugin from 5.58.0 to 5.59.0 in /superset-websocket (@dependabot[bot]) +- [#23663](https://github.com/apache/superset/pull/23663) chore: Removes deprecated feature flags for 3.0 (@michael-s-molina) +- [#23683](https://github.com/apache/superset/pull/23683) docs(translations): point broken tutorial link to Internet Archive copy (@sfirke) +- [#23674](https://github.com/apache/superset/pull/23674) chore(presto): Expose schema and indexes to \_partition_query method (@john-bodley) +- [#23609](https://github.com/apache/superset/pull/23609) docs: nvm error while local setup (@Abhishek-kumar-samsung) +- [#23654](https://github.com/apache/superset/pull/23654) chore: Update cross-filter tooltip text (@yousoph) +- [#23651](https://github.com/apache/superset/pull/23651) chore: Removes the UX_BETA feature flag (@michael-s-molina) +- [#23652](https://github.com/apache/superset/pull/23652) chore: Enables GENERIC_CHART_AXES by default (@michael-s-molina) +- [#23656](https://github.com/apache/superset/pull/23656) chore(db_engine_specs): Refactor get_index (@john-bodley) +- [#23460](https://github.com/apache/superset/pull/23460) refactor: introduce redux toolkit (@justinpark) +- [#23642](https://github.com/apache/superset/pull/23642) build(deps-dev): bump @typescript-eslint/eslint-plugin from 5.57.1 to 5.58.0 in /superset-websocket (@dependabot[bot]) +- [#23643](https://github.com/apache/superset/pull/23643) build(deps-dev): bump @typescript-eslint/parser from 5.57.1 to 5.58.0 in /superset-websocket (@dependabot[bot]) +- [#23646](https://github.com/apache/superset/pull/23646) docs: update CHANGELOG with 2.1.0 (@dpgaspar) +- [#23640](https://github.com/apache/superset/pull/23640) chore(feature flag): removing unused ENFORCE_DB_ENCRYPTION_UI flag (@rusackas) +- [#22853](https://github.com/apache/superset/pull/22853) chore: Refactor ExploreMixin to power both Datasets (SqlaTable) and Query models (@hughhhh) +- [#22853](https://github.com/apache/superset/pull/22853) chore: Refactor ExploreMixin to power both Datasets (SqlaTable) and Query models (@hughhhh) +- [#23633](https://github.com/apache/superset/pull/23633) build(deps-dev): bump eslint from 8.36.0 to 8.38.0 in /superset-websocket (@dependabot[bot]) +- [#23625](https://github.com/apache/superset/pull/23625) build(deps): bump vm2 from 3.9.14 to 3.9.15 in /superset-frontend/cypress-base (@dependabot[bot]) +- [#19733](https://github.com/apache/superset/pull/19733) docs(contributing): add local vscode config for backend debugging (@cemremengu) +- [#23626](https://github.com/apache/superset/pull/23626) build(deps): bump vm2 from 3.9.13 to 3.9.15 in /superset-frontend (@dependabot[bot]) +- [#23572](https://github.com/apache/superset/pull/23572) build(deps-dev): bump @typescript-eslint/parser from 5.55.0 to 5.57.1 in /superset-websocket (@dependabot[bot]) +- [#23112](https://github.com/apache/superset/pull/23112) chore: Migrate copy_dash endpoint to api v1 (@jfrag1) +- [#23596](https://github.com/apache/superset/pull/23596) chore(deps): bump kind-of dependency (@rusackas) +- [#23595](https://github.com/apache/superset/pull/23595) chore(deps): bumps ansi-regex to 5.0.1 (@rusackas) +- [#23482](https://github.com/apache/superset/pull/23482) refactor: Moves CRUD features to src/features (@michael-s-molina) +- [#23537](https://github.com/apache/superset/pull/23537) docs(security): more context around Talisman, note side effect of force_https on Alerts & Reports (@sfirke) +- [#23573](https://github.com/apache/superset/pull/23573) build(deps-dev): bump @typescript-eslint/eslint-plugin from 5.55.0 to 5.57.1 in /superset-websocket (@dependabot[bot]) +- [#23518](https://github.com/apache/superset/pull/23518) build(deps-dev): bump @types/node from 18.15.5 to 18.15.11 in /superset-websocket (@dependabot[bot]) +- [#23571](https://github.com/apache/superset/pull/23571) build(deps): bump pre-commit from 3.2.0 to 3.2.2 in /requirements (@dependabot[bot]) +- [#23496](https://github.com/apache/superset/pull/23496) build(deps-dev): bump prettier from 2.8.6 to 2.8.7 in /superset-websocket (@dependabot[bot]) +- [#23544](https://github.com/apache/superset/pull/23544) chore: Remove wrong information from the Alerts & Reports docs (@geido) +- [#22964](https://github.com/apache/superset/pull/22964) chore: Migrate /superset/user_slices and /superset/fave_slices to API v1 (@diegomedina248) +- [#23491](https://github.com/apache/superset/pull/23491) perf(sqla): avoid unnecessary type check on adhoc column (@villebro) +- [#22803](https://github.com/apache/superset/pull/22803) chore(welcome): harmonize submenu with other routes (@villebro) +- [#23527](https://github.com/apache/superset/pull/23527) ci: disable flaky async test (@villebro) +- [#23536](https://github.com/apache/superset/pull/23536) chore: allow logs to show error levels for ssh tunnel (@hughhhh) +- [#23481](https://github.com/apache/superset/pull/23481) chore: Adds a tooltip to pre-filter in native filters modal (@michael-s-molina) +- [#23165](https://github.com/apache/superset/pull/23165) chore: Migrate /superset/favstar to API v1 (@diegomedina248) +- [#23501](https://github.com/apache/superset/pull/23501) docs: Adds notes to Superset plugin generator about TypeScript errors (@alex-bain) +- [#23477](https://github.com/apache/superset/pull/23477) chore: Changes the inputs of native filters modal to have the same width (@michael-s-molina) +- [#23429](https://github.com/apache/superset/pull/23429) chore: Dataset specific MetadataBar (@kgabryje) +- [#23465](https://github.com/apache/superset/pull/23465) perf(postprocessing): improve pivot postprocessing operation (@Usiel) +- [#23420](https://github.com/apache/superset/pull/23420) docs(contributing): How create or change SECRET_KEY (@pankajsoni22) +- [#23437](https://github.com/apache/superset/pull/23437) build(deps-dev): bump eslint-config-prettier from 8.7.0 to 8.8.0 in /superset-websocket (@dependabot[bot]) +- [#23257](https://github.com/apache/superset/pull/23257) chore(sqllab): Remove schemaOptions from redux store (@justinpark) +- [#23417](https://github.com/apache/superset/pull/23417) docs(contributing): added note for creating SECRET_KEY (@Govindarajan-D) +- [#23438](https://github.com/apache/superset/pull/23438) build(deps-dev): bump @types/node from 18.15.3 to 18.15.5 in /superset-websocket (@dependabot[bot]) +- [#23451](https://github.com/apache/superset/pull/23451) build(deps-dev): bump prettier from 2.8.4 to 2.8.6 in /superset-websocket (@dependabot[bot]) +- [#23430](https://github.com/apache/superset/pull/23430) chore: Add DRILL_BY feature flag (@kgabryje) +- [#23398](https://github.com/apache/superset/pull/23398) chore: Update typing for `Table` component (@hughhhh) +- [#23422](https://github.com/apache/superset/pull/23422) build(deps): bump pre-commit from 3.1.0 to 3.2.0 in /requirements (@dependabot[bot]) +- [#23342](https://github.com/apache/superset/pull/23342) build(deps-dev): bump eslint from 8.35.0 to 8.36.0 in /superset-websocket (@dependabot[bot]) +- [#23431](https://github.com/apache/superset/pull/23431) docs(security): note the need to set TALISMAN_ENABLED = True (@sfirke) +- [#23303](https://github.com/apache/superset/pull/23303) chore(native-filters): Fetch only the required dataset fields (@john-bodley) +- [#23331](https://github.com/apache/superset/pull/23331) chore: update releasing process for testing (@eschutho) +- [#23226](https://github.com/apache/superset/pull/23226) chore: Hugh/migrate estimate query cost to v1 (@hughhhh) +- [#23359](https://github.com/apache/superset/pull/23359) build(deps-dev): bump @typescript-eslint/eslint-plugin from 5.53.0 to 5.55.0 in /superset-websocket (@dependabot[bot]) +- [#23366](https://github.com/apache/superset/pull/23366) build(deps-dev): bump webpack from 5.52.1 to 5.76.0 in /superset-frontend (@dependabot[bot]) +- [#23343](https://github.com/apache/superset/pull/23343) build(deps): bump ws from 8.12.1 to 8.13.0 in /superset-websocket (@dependabot[bot]) +- [#23403](https://github.com/apache/superset/pull/23403) chore(docs): three typos (@rusackas) +- [#23385](https://github.com/apache/superset/pull/23385) chore: improve schema security (@betodealmeida) +- [#23368](https://github.com/apache/superset/pull/23368) build(deps-dev): bump webpack from 5.64.0 to 5.76.0 in /docs (@dependabot[bot]) +- [#23367](https://github.com/apache/superset/pull/23367) build(deps-dev): bump webpack from 5.67.0 to 5.76.0 in /superset-embedded-sdk (@dependabot[bot]) +- [#23379](https://github.com/apache/superset/pull/23379) build(deps-dev): bump @typescript-eslint/parser from 5.54.1 to 5.55.0 in /superset-websocket (@dependabot[bot]) +- [#23369](https://github.com/apache/superset/pull/23369) build(deps): bump @sideway/formula from 3.0.0 to 3.0.1 in /docs (@dependabot[bot]) +- [#23261](https://github.com/apache/superset/pull/23261) chore(dashboard): Disable 'Set filter mapping' when appropriate (@john-bodley) +- [#23371](https://github.com/apache/superset/pull/23371) chore: Add code-owners to Select, MetadataBar and DropdownContainer (@geido) +- [#23227](https://github.com/apache/superset/pull/23227) chore: Migrate /superset/schemas_access_for_file_upload to v1 (@hughhhh) +- [#23360](https://github.com/apache/superset/pull/23360) build(deps-dev): bump @types/node from 18.14.6 to 18.15.3 in /superset-websocket (@dependabot[bot]) +- [#23216](https://github.com/apache/superset/pull/23216) chore: Remove Cross Filter scoping modal (@geido) +- [#23294](https://github.com/apache/superset/pull/23294) build(deps-dev): bump @typescript-eslint/parser from 5.53.0 to 5.54.1 in /superset-websocket (@dependabot[bot]) +- [#23323](https://github.com/apache/superset/pull/23323) docs(alerts and reports): Update ExecutorType class (@mrmooon) +- [#23290](https://github.com/apache/superset/pull/23290) chore: log different selenium timeout errors differently (@eschutho) +- [#23316](https://github.com/apache/superset/pull/23316) docs: add lost \_filters param docs (@villebro) +- [#23317](https://github.com/apache/superset/pull/23317) chore: bump docusaurus to latest stable (@villebro) +- [#23281](https://github.com/apache/superset/pull/23281) build(deps-dev): bump @types/node from 18.14.1 to 18.14.6 in /superset-websocket (@dependabot[bot]) +- [#23292](https://github.com/apache/superset/pull/23292) build(deps-dev): bump eslint-config-prettier from 8.6.0 to 8.7.0 in /superset-websocket (@dependabot[bot]) +- [#23166](https://github.com/apache/superset/pull/23166) docs: typo 'admnistrators' in security.mdx (@camac) +- [#22890](https://github.com/apache/superset/pull/22890) chore: upgrade @ant-design/icons for react upgrade (@lilykuang) +- [#23266](https://github.com/apache/superset/pull/23266) chore(cache): Tuning logging in cache manager (@craig-rueda) +- [#23255](https://github.com/apache/superset/pull/23255) chore(webdriver): Tuning the Webdriver logging a bit (@craig-rueda) +- [#23142](https://github.com/apache/superset/pull/23142) chore: Remove the ability to add filter-box charts when DASHBOARD_NATIVE_FILTERS feature is enabled (@john-bodley) +- [#23241](https://github.com/apache/superset/pull/23241) refactor: Organizes the pages in their own folder (@michael-s-molina) +- [#23122](https://github.com/apache/superset/pull/23122) build(deps): bump pip-compile-multi from 2.6.1 to 2.6.2 in /requirements (@dependabot[bot]) +- [#23225](https://github.com/apache/superset/pull/23225) chore: Add statsd logger for ssh tunneling creation (@hughhhh) +- [#23168](https://github.com/apache/superset/pull/23168) build(deps): bump pre-commit from 3.0.4 to 3.1.0 in /requirements (@dependabot[bot]) +- [#22859](https://github.com/apache/superset/pull/22859) build(deps): bump ua-parser-js from 0.7.28 to 0.7.33 in /superset-frontend (@dependabot[bot]) +- [#23201](https://github.com/apache/superset/pull/23201) chore: adding code owners for github actions/workflows (@rusackas) +- [#23211](https://github.com/apache/superset/pull/23211) build(deps-dev): bump eslint from 8.34.0 to 8.35.0 in /superset-websocket (@dependabot[bot]) +- [#23152](https://github.com/apache/superset/pull/23152) build(deps-dev): bump @types/uuid from 9.0.0 to 9.0.1 in /superset-websocket (@dependabot[bot]) +- [#23207](https://github.com/apache/superset/pull/23207) docs: fix typo (@vivekDebugs) +- [#22342](https://github.com/apache/superset/pull/22342) build(deps): bump express and @applitools/eyes-cypress in /superset-frontend/cypress-base (@dependabot[bot]) +- [#23132](https://github.com/apache/superset/pull/23132) build(deps-dev): bump @typescript-eslint/eslint-plugin from 5.52.0 to 5.53.0 in /superset-websocket (@dependabot[bot]) +- [#23203](https://github.com/apache/superset/pull/23203) test: Remove test playgrounds (@lyndsiWilliams) +- [#23180](https://github.com/apache/superset/pull/23180) build(deps-dev): bump @types/node from 18.13.0 to 18.14.1 in /superset-websocket (@dependabot[bot]) +- [#23133](https://github.com/apache/superset/pull/23133) build(deps-dev): bump @typescript-eslint/parser from 5.51.0 to 5.53.0 in /superset-websocket (@dependabot[bot]) +- [#23145](https://github.com/apache/superset/pull/23145) chore: refactor SparklineCell for react 17 and react 18 upgrade (@lilykuang) +- [#23160](https://github.com/apache/superset/pull/23160) build: Add helm chart option to deploy sidecars with node and worker (@mkramer5454) +- [#23144](https://github.com/apache/superset/pull/23144) chore: revert "feat(native_filter_migration): add transition mode (#16992)" (@john-bodley) +- [#23158](https://github.com/apache/superset/pull/23158) chore: Bump cryptography to 39.0.1 (@EugeneTorap) +- [#23108](https://github.com/apache/superset/pull/23108) chore: Remove yarn.lock from the root folder (@EugeneTorap) ### 2.1.1 (Sun Apr 23 15:44:21 2023 +0100) **Database Migrations** + - [#23980](https://github.com/apache/superset/pull/23980) fix(migration): handle permalink edge cases correctly (@villebro) - [#23888](https://github.com/apache/superset/pull/23888) chore(key-value): use json serialization for main resources (@villebro) **Fixes** + - [#23723](https://github.com/apache/superset/pull/23723) fix: add enforce URI query params with a specific for MySQL (@dpgaspar) - [#24970](https://github.com/apache/superset/pull/24970) fix: update permalink schema (@eschutho) - [#24995](https://github.com/apache/superset/pull/24995) fix: Revert "fix(chart): Time Series set showMaxLabel as null for time xAxis (#20627) (@eschutho) @@ -70,6 +844,7 @@ under the License. - [#22851](https://github.com/apache/superset/pull/22851) fix: Validate jinja rendered query (@geido) **Others** + - [#24586](https://github.com/apache/superset/pull/24586) chore(metastore-cache): add codec support (@villebro) - [#23113](https://github.com/apache/superset/pull/23113) chore(sqla): Address performance tradeoff with eager loading (@john-bodley) - [#24294](https://github.com/apache/superset/pull/24294) chore: update UPDATING for 2.1.0 (@eschutho) @@ -82,7 +857,7 @@ under the License. - [#23139](https://github.com/apache/superset/pull/23139) fix: memoized decorator memory leak (@dpgaspar) - [#19676](https://github.com/apache/superset/pull/19676) chore(frontend): Spelling (@jsoref) - [#22852](https://github.com/apache/superset/pull/22852) chore: removing unnecessary double spaces, a.k.a. "shotgun holes" (@rusackas) -- [#21912](https://github.com/apache/superset/pull/21912) feat(ssh-tunnelling): Setup SSH Tunneling Commands for Database Connections (@hughhhh) +- [#21912](https://github.com/apache/superset/pull/21912) feat(ssh-tunnelling): Setup SSH Tunneling Commands for Database Connections (@hughhhh) - [#22248](https://github.com/apache/superset/pull/22248) chore: Add a migration that removes filter_bar_orientation from dashboard's json_metadata (@kgabryje) - [#21417](https://github.com/apache/superset/pull/21417) fix(db-migration): new_dataset_models_take_2 error on postgres (@micsbot) - [#21778](https://github.com/apache/superset/pull/21778) fix(migration): Ensure the paginated update is deterministic (@john-bodley) @@ -227,7 +1002,7 @@ under the License. - [#21322](https://github.com/apache/superset/pull/21322) feat: add snowflake keypair authentication (@xiayanzheng) - [#21343](https://github.com/apache/superset/pull/21343) feat: Adds MetadataBar to Drill to Detail modal (@michael-s-molina) - [#21245](https://github.com/apache/superset/pull/21245) feat: Update nav bar with new data information architecture for SQL Lab + SQL (@hughhhh) -- [#21075](https://github.com/apache/superset/pull/21075) feat: add tableselector to dataset creation page (@pkdotson) +- [#21075](https://github.com/apache/superset/pull/21075) feat: add tableselector to dataset creation page (@pkdotson) - [#21163](https://github.com/apache/superset/pull/21163) feat: apply Time Grain to X-Axis column (@zhaoyongjie) - [#20837](https://github.com/apache/superset/pull/20837) feat: only show active user for chart/dashboard/datasource owner drop… (@zephyring) - [#21321](https://github.com/apache/superset/pull/21321) feat(explore): standardized controls for time pivot chart (@stephenLYZ) @@ -287,7 +1062,7 @@ under the License. - [#19383](https://github.com/apache/superset/pull/19383) feat: truncate long values in table viz, a per-column setting (@stevetracvc) - [#20600](https://github.com/apache/superset/pull/20600) feat: add hooks on set_perm for new data permissions (@dpgaspar) - [#20509](https://github.com/apache/superset/pull/20509) feat(HelmChart): Configurable securityContext in Pods (@miloszbednarzak) -- [#20017](https://github.com/apache/superset/pull/20017) feat: hack db connection modal ctabtns (@pkdotson) +- [#20017](https://github.com/apache/superset/pull/20017) feat: hack db connection modal ctabtns (@pkdotson) - [#20586](https://github.com/apache/superset/pull/20586) feat: drop missing columns control (@zhaoyongjie) - [#19520](https://github.com/apache/superset/pull/19520) feat(deck.gl): add color range for deck.gl 3D chart (@stephenLYZ) - [#20512](https://github.com/apache/superset/pull/20512) feat(sql lab): Save Dataset Modal Autocomplete should display list when overwritting (@Antonio-RiveroMartnez) @@ -323,7 +1098,7 @@ under the License. - [#23195](https://github.com/apache/superset/pull/23195) fix(ssh_tunnel): Display SSHTunnel Switch when editing a DB that was created with the Dynamic Form (@Antonio-RiveroMartnez) - [#23196](https://github.com/apache/superset/pull/23196) fix(sshtunnel): argument params to properly setting `server_port` (@hughhhh) - [#23096](https://github.com/apache/superset/pull/23096) fix: reorganize role permissions (@dpgaspar) -- [#23107](https://github.com/apache/superset/pull/23107) fix: missing __init__ on module sqllab commands (@dpgaspar) +- [#23107](https://github.com/apache/superset/pull/23107) fix: missing **init** on module sqllab commands (@dpgaspar) - [#23101](https://github.com/apache/superset/pull/23101) fix: removing pyproject.toml (@zephyring) - [#23093](https://github.com/apache/superset/pull/23093) fix: dict bug on QueryContextFactory (@okayhooni) - [#23083](https://github.com/apache/superset/pull/23083) fix: css template permissions for gamma role (@dpgaspar) @@ -364,7 +1139,7 @@ under the License. - [#22907](https://github.com/apache/superset/pull/22907) fix: bump isort to fix pre-commit CI (@EugeneTorap) - [#22818](https://github.com/apache/superset/pull/22818) fix: revert RESTful apis and react view for RLS (@mayurnewase) - [#22861](https://github.com/apache/superset/pull/22861) fix(sqllab): reverts #22695 (@justinpark) -- [#22872](https://github.com/apache/superset/pull/22872) fix: Convert TIMESTAMP_* to TIMESTAMP in Snowflake (@geido) +- [#22872](https://github.com/apache/superset/pull/22872) fix: Convert TIMESTAMP\_\* to TIMESTAMP in Snowflake (@geido) - [#22453](https://github.com/apache/superset/pull/22453) fix(Annotation Layers): Error when render options with renamed columns (@Always-prog) - [#22791](https://github.com/apache/superset/pull/22791) fix(cpq): Add `schema` to Query.data() payload (@hughhhh) - [#22813](https://github.com/apache/superset/pull/22813) fix(sqllab): type error on renderBigIntStr (@justinpark) @@ -374,7 +1149,7 @@ under the License. - [#22792](https://github.com/apache/superset/pull/22792) fix: better logic to extract errors on databricks (@eschutho) - [#22695](https://github.com/apache/superset/pull/22695) fix(sqllab): Invalid schema fetch for deprecated value (@justinpark) - [#22764](https://github.com/apache/superset/pull/22764) fix(ssh-tunnel): update fields for open tunnel with private + private key passwords (@hughhhh) -- [#16926](https://github.com/apache/superset/pull/16926) fix: Read MAPBOX_API_KEY from environment (@Lawful2002) +- [#16926](https://github.com/apache/superset/pull/16926) fix: Read MAPBOX_API_KEY from environment (@Lawful2002) - [#22763](https://github.com/apache/superset/pull/22763) fix(ssh-tunnel): wrap pkey into StringIO buffer before creating the tunnel (@hughhhh) - [#22727](https://github.com/apache/superset/pull/22727) fix: pass in slack error messages properly (@eschutho) - [#22614](https://github.com/apache/superset/pull/22614) fix: Report screenshot cut off on left and right sides (@lyndsiWilliams) @@ -407,10 +1182,10 @@ under the License. - [#22565](https://github.com/apache/superset/pull/22565) fix(explore): support saving undefined time grain (@villebro) - [#22567](https://github.com/apache/superset/pull/22567) fix(cypress): make test chart time range deterministic (@villebro) - [#22563](https://github.com/apache/superset/pull/22563) fix(websocket): bump ts-node to fix startup error (@villebro) -- [#22507](https://github.com/apache/superset/pull/22507) fix(localization): pybabel doesn't extract plural forms from frontend (@artemonsh) +- [#22507](https://github.com/apache/superset/pull/22507) fix(localization): pybabel doesn't extract plural forms from frontend (@artemonsh) - [#22523](https://github.com/apache/superset/pull/22523) fix: adding missing examples for bubble chart, bullet chart, calendar heatmap chart and country map chart in the gallery (@yash-samsung) - [#22543](https://github.com/apache/superset/pull/22543) fix(explore): datasource_type typo (@Musa10) -- [#22314](https://github.com/apache/superset/pull/22314) fix(init): Initialize _jwt_cookie_name in AsyncQueryManager __init__ (@xneg) +- [#22314](https://github.com/apache/superset/pull/22314) fix(init): Initialize \_jwt_cookie_name in AsyncQueryManager **init** (@xneg) - [#22512](https://github.com/apache/superset/pull/22512) fix(cypress): disable flaky tests (@villebro) - [#22208](https://github.com/apache/superset/pull/22208) fix(assets api): import replaces dashboard (@Stanhoucke) - [#22475](https://github.com/apache/superset/pull/22475) fix(chart-list): Hide 'Dashboards added to' column. (@codyml) @@ -445,7 +1220,7 @@ under the License. - [#22337](https://github.com/apache/superset/pull/22337) fix: Styling fixes for horizontal filter bar (@kgabryje) - [#22329](https://github.com/apache/superset/pull/22329) fix(sqllab): Fix autocomplete for SQL Lab (@Antonio-RiveroMartnez) - [#22320](https://github.com/apache/superset/pull/22320) fix: add columns back into SQL Lab to Explore Flow (@AAfghahi) -- [#22200](https://github.com/apache/superset/pull/22200) fix: Display Error Messages in DB Connection Modal (@AAfghahi) +- [#22200](https://github.com/apache/superset/pull/22200) fix: Display Error Messages in DB Connection Modal (@AAfghahi) - [#22319](https://github.com/apache/superset/pull/22319) fix(dashboard): Fix dashboard's left side being cut off (@kgabryje) - [#22323](https://github.com/apache/superset/pull/22323) fix(dashboard): dashboard actions fail when bad component id exists in children array (@eric-briscoe) - [#22318](https://github.com/apache/superset/pull/22318) fix: DropdownContainer resize algorithm (@michael-s-molina) @@ -474,7 +1249,7 @@ under the License. - [#22218](https://github.com/apache/superset/pull/22218) fix(plugin-chart-echarts): tooltip overflow bug (@villebro) - [#22082](https://github.com/apache/superset/pull/22082) fix: Drill to detail blocked by tooltip (@michael-s-molina) - [#22207](https://github.com/apache/superset/pull/22207) fix(explore): Value undefined and Unhashable type errors (@kgabryje) -- [#22186](https://github.com/apache/superset/pull/22186) fix: Empty Error Alert Modal (@AAfghahi) +- [#22186](https://github.com/apache/superset/pull/22186) fix: Empty Error Alert Modal (@AAfghahi) - [#22171](https://github.com/apache/superset/pull/22171) fix: don't stringify extraJson in form (@eschutho) - [#22179](https://github.com/apache/superset/pull/22179) fix: chart id mapping in dashboard api (@villebro) - [#22172](https://github.com/apache/superset/pull/22172) fix: SQL Lab QuerySource via referrer (@john-bodley) @@ -484,7 +1259,7 @@ under the License. - [#22167](https://github.com/apache/superset/pull/22167) fix(alerts): execute query as report executor (@villebro) - [#22115](https://github.com/apache/superset/pull/22115) fix: Add scrollTopOnPagination property to Table (@geido) - [#22118](https://github.com/apache/superset/pull/22118) fix: slug is empty if filename is non-ASCII (@EugeneTorap) -- [#22137](https://github.com/apache/superset/pull/22137) fix: Missing applied filters indicator (@john-bodley) +- [#22137](https://github.com/apache/superset/pull/22137) fix: Missing applied filters indicator (@john-bodley) - [#22129](https://github.com/apache/superset/pull/22129) fix: add back database lookup from sip 68 revert (@eschutho) - [#22013](https://github.com/apache/superset/pull/22013) fix(sqllab): Add templateParams on kv store (@justinpark) - [#22081](https://github.com/apache/superset/pull/22081) fix: Right click on country map with code filter (@michael-s-molina) @@ -568,7 +1343,7 @@ under the License. - [#21539](https://github.com/apache/superset/pull/21539) fix(dashboard): fix Pivot Table V2 dragPreview in the dashboard (@stephenLYZ) - [#21501](https://github.com/apache/superset/pull/21501) fix(table-chart): don't color empty cells in table chart with color formatters (@mayurnewase) - [#21358](https://github.com/apache/superset/pull/21358) fix: Dataset duplication fatal error (@reesercollins) -- [#21591](https://github.com/apache/superset/pull/21591) fix(tags): Adding __init__ to tags (@craig-rueda) +- [#21591](https://github.com/apache/superset/pull/21591) fix(tags): Adding **init** to tags (@craig-rueda) - [#21576](https://github.com/apache/superset/pull/21576) fix(dashboard): dashboard doesn't load properly if it has tabs (@stephenLYZ) - [#21544](https://github.com/apache/superset/pull/21544) fix(explore): Fix datasource switch for table chart (@codyml) - [#21065](https://github.com/apache/superset/pull/21065) fix(databases): GSheets and Clickhouse DBs are not allowed to upload files (@Antonio-RiveroMartnez) @@ -655,7 +1430,7 @@ under the License. - [#21029](https://github.com/apache/superset/pull/21029) fix: take form_data reference for metrics for pivot_v2 table reports (@hughhhh) - [#21003](https://github.com/apache/superset/pull/21003) fix: Validate required fields in sql_json API (@EugeneTorap) - [#21045](https://github.com/apache/superset/pull/21045) fix: add plain postgres alias (@betodealmeida) -- [#21034](https://github.com/apache/superset/pull/21034) fix: [sc-54864] Adds safety check to provide near term fix to save query (@eric-briscoe) +- [#21034](https://github.com/apache/superset/pull/21034) fix: [sc-54864] Adds safety check to provide near term fix to save query (@eric-briscoe) - [#21025](https://github.com/apache/superset/pull/21025) fix: unable to show view as table modal (@zhaoyongjie) - [#21030](https://github.com/apache/superset/pull/21030) fix: making crossFilter.chartsInScope optional (@rusackas) - [#20970](https://github.com/apache/superset/pull/20970) fix: forwardRef warnings in selects (@michael-s-molina) @@ -668,7 +1443,7 @@ under the License. - [#20977](https://github.com/apache/superset/pull/20977) fix: series limit solution for source is query (@AAfghahi) - [#20975](https://github.com/apache/superset/pull/20975) fix: Columns not passing properly from SQL Lab to Explore (@lyndsiWilliams) - [#20959](https://github.com/apache/superset/pull/20959) fix: remove extra line for link (@pkdotson) -- [#20938](https://github.com/apache/superset/pull/20938) fix: add timegrains to data payload (@hughhhh) +- [#20938](https://github.com/apache/superset/pull/20938) fix: add timegrains to data payload (@hughhhh) - [#20964](https://github.com/apache/superset/pull/20964) fix: No back button in save dataset modal (@AAfghahi) - [#20966](https://github.com/apache/superset/pull/20966) fix: BigQuery get_parameters_from_uri (@betodealmeida) - [#20941](https://github.com/apache/superset/pull/20941) fix: Use SPA Dataset link in Chart and Dashboard (@EugeneTorap) @@ -725,7 +1500,7 @@ under the License. - [#20725](https://github.com/apache/superset/pull/20725) fix: datasourcedao datasource not found error (@pkdotson) - [#20673](https://github.com/apache/superset/pull/20673) fix(explore): Fix chart standalone URL for report/thumbnail generation (@codyml) - [#20760](https://github.com/apache/superset/pull/20760) fix(csv): Do not coerce persisted data integer columns to float (@john-bodley) -- [#20757](https://github.com/apache/superset/pull/20757) fix: PrestoEngineSpec._show_columns return type (@john-bodley) +- [#20757](https://github.com/apache/superset/pull/20757) fix: PrestoEngineSpec.\_show_columns return type (@john-bodley) - [#20706](https://github.com/apache/superset/pull/20706) fix(sql lab): MultiSelector component render twice (@diegomedina248) - [#20727](https://github.com/apache/superset/pull/20727) fix(docker): Fixing broken node build (@craig-rueda) - [#20751](https://github.com/apache/superset/pull/20751) fix: change dataset functionality in Explore (@hughhhh) @@ -762,6 +1537,7 @@ under the License. - [#20496](https://github.com/apache/superset/pull/20496) fix: change permissions on action (@eschutho) **Others** + - [#23325](https://github.com/apache/superset/pull/23325) chore: use util test env for init check (@eschutho) - [#23298](https://github.com/apache/superset/pull/23298) docs: improve API v1 migration documentation (@dpgaspar) - [#23199](https://github.com/apache/superset/pull/23199) docs: update installation docs to include frontend asset build (@eschutho) @@ -815,7 +1591,7 @@ under the License. - [#22798](https://github.com/apache/superset/pull/22798) chore(welcome): change default last tab to "all" (@villebro) - [#22927](https://github.com/apache/superset/pull/22927) chore: Bump Flask-AppBuilder constraints (@john-bodley) - [#22915](https://github.com/apache/superset/pull/22915) test: Clean up AdhocFilterOption test warnings (@lyndsiWilliams) -- [#22501](https://github.com/apache/superset/pull/22501) chore: Migrate /superset/tables/* to API v1 (@diegomedina248) +- [#22501](https://github.com/apache/superset/pull/22501) chore: Migrate /superset/tables/\* to API v1 (@diegomedina248) - [#22902](https://github.com/apache/superset/pull/22902) build(deps-dev): bump eslint from 8.32.0 to 8.33.0 in /superset-websocket (@dependabot[bot]) - [#22878](https://github.com/apache/superset/pull/22878) chore: upgrade react-router-dom to 5.3.4 (@lilykuang) - [#22914](https://github.com/apache/superset/pull/22914) chore: upgrade packages for react v17 upgrade (@lilykuang) @@ -844,7 +1620,7 @@ under the License. - [#22844](https://github.com/apache/superset/pull/22844) chore(tests): Streamline Cypress login to fix fails/flakes (@codyml) - [#20872](https://github.com/apache/superset/pull/20872) docs(alerts & reports): add, prune, reorganize (@sfirke) - [#22617](https://github.com/apache/superset/pull/22617) chore(issue templates): discouraging Issues for feature requests (@rusackas) -- [#22585](https://github.com/apache/superset/pull/22585) chore: upgrade react-datetime, react-intersection-observer and react-checkbox-tree (@lilykuang) +- [#22585](https://github.com/apache/superset/pull/22585) chore: upgrade react-datetime, react-intersection-observer and react-checkbox-tree (@lilykuang) - [#22516](https://github.com/apache/superset/pull/22516) chore: Convert direct uses of antd icons to 'Icons' component (@codyml) - [#22413](https://github.com/apache/superset/pull/22413) chore(sqla): Add explicit bidirectional performant relationships for SQLA model (@john-bodley) - [#22796](https://github.com/apache/superset/pull/22796) docs: link docker readme in docker config section (@nytai) @@ -1016,7 +1792,7 @@ under the License. - [#21816](https://github.com/apache/superset/pull/21816) chore: Added translate functions (@AndVK) - [#21818](https://github.com/apache/superset/pull/21818) chore: Add `USER_CLIENT_ERRORS` to stop logging exceptions that are user driven (@hughhhh) - [#21523](https://github.com/apache/superset/pull/21523) refactor: serialize extra json in state (@eschutho) -- [#21714](https://github.com/apache/superset/pull/21714) chore: add more logging for alerts and reports (@pkdotson) +- [#21714](https://github.com/apache/superset/pull/21714) chore: add more logging for alerts and reports (@pkdotson) - [#21787](https://github.com/apache/superset/pull/21787) chore: stop logging "SyntaxError" as exceptions (@hughhhh) - [#21766](https://github.com/apache/superset/pull/21766) refactor: preparation for time section migration (@zhaoyongjie) - [#21738](https://github.com/apache/superset/pull/21738) chore: cleanup on catalog check for Gsheets (@hughhhh) diff --git a/UPDATING.md b/UPDATING.md index 0f0e4fafa7d51..c3f3025365444 100644 --- a/UPDATING.md +++ b/UPDATING.md @@ -24,14 +24,24 @@ assists people when migrating to a new version. ## Next +- [24657](https://github.com/apache/superset/pull/24657): Bumps the cryptography package to augment the OpenSSL security vulnerability. + +### Breaking Changes + +### Potential Downtime + +### Other + +- [24982](https://github.com/apache/superset/pull/24982): By default, physical datasets on Oracle-like dialects like Snowflake will now use denormalized column names. However, existing datasets won't be affected. To change this behavior, the "Advanced" section on the dataset modal has a "Normalize column names" flag which can be changed to change this behavior. + +## 3.0.0 + - [25053](https://github.com/apache/superset/pull/25053): Extends the `ab_user.email` column from 64 to 320 characters which has an associated unique key constraint. This will be problematic for MySQL metadata databases which use the InnoDB storage engine with the `innodb_large_prefix` parameter disabled as the key prefix limit is 767 bytes. Enabling said parameter and ensuring that the table uses either the `DYNAMIC` or `COMPRESSED` row format should remedy the problem. See [here](https://dev.mysql.com/doc/refman/5.7/en/innodb-limits.html) for more details. +- [24911](https://github.com/apache/superset/pull/24911): Changes the column type from `TEXT` to `MediumText` in table `logs`, potentially requiring a table lock on MySQL dbs or taking some time to complete on large deployments. - [24939](https://github.com/apache/superset/pull/24939): Augments the foreign key constraints for the `embedded_dashboards` table to include an explicit CASCADE ON DELETE to ensure the relevant records are deleted when a dashboard is deleted. Scheduled downtime may be advised. - [24938](https://github.com/apache/superset/pull/24938): Augments the foreign key constraints for the `dashboard_slices` table to include an explicit CASCADE ON DELETE to ensure the relevant records are deleted when a dashboard or slice is deleted. Scheduled downtime may be advised. -- [24911](https://github.com/apache/superset/pull/24911): Changes the column type from `TEXT` to `MediumText` in table `logs`, potentially requiring a table lock on MySQL dbs or taking some time to complete on large deployments. -- [24657](https://github.com/apache/superset/pull/24657): Bumps the cryptography package to augment the OpenSSL security vulnerability. -- [24628](https://github.com/apache/superset/pull/24628): Augments the foreign key constraints for the `dashboard_owner`, `report_schedule_owner`, and `slice_owner` tables to include an explicit CASCADE ON DELETE to ensure the relevant ownership records are deleted when a dataset is deleted. Scheduled downtime may be advised. -- [24488](https://github.com/apache/superset/pull/24488): Augments the foreign key constraints for the `sql_metrics`, `sqlatable_user`, and `table_columns` tables to include an explicit CASCADE ON DELETE to ensure the relevant records are deleted when a dataset is deleted. Scheduled downtime may be advised. -- [24335](https://github.com/apache/superset/pull/24335): Removed deprecated API `/superset/filter////` +- [24628]https://github.com/apache/superset/pull/24628): Augments the foreign key constraints for the `dashboard_owner`, `report_schedule_owner`, and `slice_owner` tables to include an explicit CASCADE ON DELETE to ensure the relevant ownership records are deleted when a dataset is deleted. Scheduled downtime may be advised. +- [24488](https://github.com/apache/superset/pull/24488): Augments the foreign key constraints for the `sql_metrics`, `sqlatable_user`, and `table_columns` tables which reference the `tables` table to include an explicit CASCADE ON DELETE to ensure the relevant records are deleted when a dataset is deleted. Scheduled downtime may be advised. - [24232](https://github.com/apache/superset/pull/24232): Enables ENABLE_TEMPLATE_REMOVE_FILTERS, DRILL_TO_DETAIL, DASHBOARD_CROSS_FILTERS by default, marks VERSIONED_EXPORT and ENABLE_TEMPLATE_REMOVE_FILTERS as deprecated. - [23652](https://github.com/apache/superset/pull/23652): Enables GENERIC_CHART_AXES feature flag by default. - [23226](https://github.com/apache/superset/pull/23226): Migrated endpoint `/estimate_query_cost/` to `/api/v1/sqllab/estimate/`. Corresponding permissions are can estimate query cost on SQLLab. Make sure you add/replace the necessary permissions on any custom roles you may have. @@ -77,16 +87,12 @@ assists people when migrating to a new version. - [23663](https://github.com/apache/superset/pull/23663): Removes deprecated feature flags `ALLOW_DASHBOARD_DOMAIN_SHARDING`, `DISPLAY_MARKDOWN_HTML`, and `FORCE_DATABASE_CONNECTIONS_SSL`. - [22325](https://github.com/apache/superset/pull/22325): "RLS_FORM_QUERY_REL_FIELDS" is replaced by "RLS_BASE_RELATED_FIELD_FILTERS" feature flag. Its value format stays same. -### Potential Downtime - -### Other - -- [24982](https://github.com/apache/superset/pull/24982): By default, physical datasets on Oracle-like dialects like Snowflake will now use denormalized column names. However, existing datasets won't be affected. To change this behavior, the "Advanced" section on the dataset modal has a "Normalize column names" flag which can be changed to change this behavior. - ## 2.1.1 + - [24185](https://github.com/apache/superset/pull/24185): `/api/v1/database/test_connection` and `api/v1/database/validate_parameters` permissions changed from `can_read` to `can_write`. Only Admin user's have access. ### Other + - [23888](https://github.com/apache/superset/pull/23888): Database Migration for json serialization instead of pickle should upgrade/downgrade correctly when bumping to/from this patch version ## 2.1.0 From 5ebcd2a5f69d2691f1e6c0ffc4a611c728cf4354 Mon Sep 17 00:00:00 2001 From: Beto Dealmeida Date: Thu, 21 Sep 2023 13:11:59 -0700 Subject: [PATCH 037/105] fix: datetime with timezone excel export (#25318) Co-authored-by: Michael S. Molina <70410625+michael-s-molina@users.noreply.github.com> --- superset/utils/excel.py | 5 +++++ tests/unit_tests/utils/excel_tests.py | 31 +++++++++++++++++++++++++++ 2 files changed, 36 insertions(+) create mode 100644 tests/unit_tests/utils/excel_tests.py diff --git a/superset/utils/excel.py b/superset/utils/excel.py index 1f68031b6497b..ccbeadee5ecec 100644 --- a/superset/utils/excel.py +++ b/superset/utils/excel.py @@ -22,6 +22,11 @@ def df_to_excel(df: pd.DataFrame, **kwargs: Any) -> Any: output = io.BytesIO() + + # timezones are not supported + for column in df.select_dtypes(include=["datetimetz"]).columns: + df[column] = df[column].astype(str) + # pylint: disable=abstract-class-instantiated with pd.ExcelWriter(output, engine="xlsxwriter") as writer: df.to_excel(writer, **kwargs) diff --git a/tests/unit_tests/utils/excel_tests.py b/tests/unit_tests/utils/excel_tests.py new file mode 100644 index 0000000000000..c15f69a0c62a3 --- /dev/null +++ b/tests/unit_tests/utils/excel_tests.py @@ -0,0 +1,31 @@ +# Licensed to the Apache Software Foundation (ASF) under one +# or more contributor license agreements. See the NOTICE file +# distributed with this work for additional information +# regarding copyright ownership. The ASF licenses this file +# to you under the Apache License, Version 2.0 (the +# "License"); you may not use this file except in compliance +# with the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, +# software distributed under the License is distributed on an +# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +# KIND, either express or implied. See the License for the +# specific language governing permissions and limitations +# under the License. + +from datetime import datetime, timezone + +import pandas as pd + +from superset.utils.excel import df_to_excel + + +def test_timezone_conversion() -> None: + """ + Test that columns with timezones are converted to a string. + """ + df = pd.DataFrame({"dt": [datetime(2023, 1, 1, 0, 0, tzinfo=timezone.utc)]}) + contents = df_to_excel(df) + assert pd.read_excel(contents)["dt"][0] == "2023-01-01 00:00:00+00:00" From 9bd97ef4f26a5d3ce761abda2d94e9a5bf9c6cf3 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Hugo=20Sj=C3=B6berg?= Date: Thu, 21 Sep 2023 20:11:51 -0700 Subject: [PATCH 038/105] fix: update helm chart app version (#25361) --- helm/superset/Chart.yaml | 4 ++-- helm/superset/README.md | 2 +- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/helm/superset/Chart.yaml b/helm/superset/Chart.yaml index 729a5114c39db..0096481069247 100644 --- a/helm/superset/Chart.yaml +++ b/helm/superset/Chart.yaml @@ -15,7 +15,7 @@ # limitations under the License. # apiVersion: v2 -appVersion: "2.1.0" +appVersion: "3.0" description: Apache Superset is a modern, enterprise-ready business intelligence web application name: superset icon: https://artifacthub.io/image/68c1d717-0e97-491f-b046-754e46f46922@2x @@ -29,7 +29,7 @@ maintainers: - name: craig-rueda email: craig@craigrueda.com url: https://github.com/craig-rueda -version: 0.10.7 +version: 0.10.8 dependencies: - name: postgresql version: 12.1.6 diff --git a/helm/superset/README.md b/helm/superset/README.md index 1b2588cbc2b7b..0d69b9389cf11 100644 --- a/helm/superset/README.md +++ b/helm/superset/README.md @@ -23,7 +23,7 @@ NOTE: This file is generated by helm-docs: https://github.com/norwoodj/helm-docs # superset -![Version: 0.10.7](https://img.shields.io/badge/Version-0.10.7-informational?style=flat-square) +![Version: 0.10.8](https://img.shields.io/badge/Version-0.10.8-informational?style=flat-square) Apache Superset is a modern, enterprise-ready business intelligence web application From 0c083bdc1af4e6a3e17155246a3134cb5cb5887d Mon Sep 17 00:00:00 2001 From: "Michael S. Molina" <70410625+michael-s-molina@users.noreply.github.com> Date: Fri, 22 Sep 2023 09:44:40 -0300 Subject: [PATCH 039/105] feat: Adds Sunburst chart migration logic (#25343) --- .../plugins/legacy-plugin-chart-sunburst/src/Sunburst.js | 3 ++- .../plugin-chart-echarts/src/Sunburst/transformProps.ts | 7 +++++-- superset/cli/viz_migrations.py | 3 +++ superset/migrations/shared/migrate_viz/processors.py | 6 ++++++ 4 files changed, 16 insertions(+), 3 deletions(-) diff --git a/superset-frontend/plugins/legacy-plugin-chart-sunburst/src/Sunburst.js b/superset-frontend/plugins/legacy-plugin-chart-sunburst/src/Sunburst.js index dd70afad3b36c..138788495c894 100644 --- a/superset-frontend/plugins/legacy-plugin-chart-sunburst/src/Sunburst.js +++ b/superset-frontend/plugins/legacy-plugin-chart-sunburst/src/Sunburst.js @@ -82,7 +82,8 @@ function buildHierarchy(rows) { let currentNode = root; for (let level = 0; level < levels.length; level += 1) { const children = currentNode.children || []; - const nodeName = levels[level].toString(); + const node = levels[level]; + const nodeName = node ? node.toString() : t('N/A'); // If the next node has the name '0', it will const isLeafNode = level >= levels.length - 1 || levels[level + 1] === 0; let childNode; diff --git a/superset-frontend/plugins/plugin-chart-echarts/src/Sunburst/transformProps.ts b/superset-frontend/plugins/plugin-chart-echarts/src/Sunburst/transformProps.ts index a3a9b8777f440..d0b2d079cd25e 100644 --- a/superset-frontend/plugins/plugin-chart-echarts/src/Sunburst/transformProps.ts +++ b/superset-frontend/plugins/plugin-chart-echarts/src/Sunburst/transformProps.ts @@ -32,7 +32,7 @@ import { } from '@superset-ui/core'; import { EChartsCoreOption } from 'echarts'; import { CallbackDataParams } from 'echarts/types/src/util/types'; -import { OpacityEnum } from '../constants'; +import { NULL_STRING, OpacityEnum } from '../constants'; import { defaultGrid } from '../defaults'; import { Refs } from '../types'; import { formatSeriesName, getColtypesMapping } from '../utils/series'; @@ -138,7 +138,10 @@ export function formatTooltip({ color: ${theme.colors.grayscale.base}" >`, `
- ${node.name} + ${(node.name || NULL_STRING) + .toString() + .replaceAll('<', '<') + .replaceAll('>', '>')}
`, ` ${absolutePercentage} of total diff --git a/superset/cli/viz_migrations.py b/superset/cli/viz_migrations.py index 5d2ee4ae5d95b..9e69135aea386 100644 --- a/superset/cli/viz_migrations.py +++ b/superset/cli/viz_migrations.py @@ -28,6 +28,7 @@ class VizType(str, Enum): DUAL_LINE = "dual_line" AREA = "area" PIVOT_TABLE = "pivot_table" + SUNBURST = "sunburst" @click.group() @@ -76,6 +77,7 @@ def migrate(viz_type: VizType, is_downgrade: bool = False) -> None: MigrateAreaChart, MigrateDualLine, MigratePivotTable, + MigrateSunburst, MigrateTreeMap, ) @@ -84,6 +86,7 @@ def migrate(viz_type: VizType, is_downgrade: bool = False) -> None: VizType.DUAL_LINE: MigrateDualLine, VizType.AREA: MigrateAreaChart, VizType.PIVOT_TABLE: MigratePivotTable, + VizType.SUNBURST: MigrateSunburst, } if is_downgrade: migrations[viz_type].downgrade(db.session) diff --git a/superset/migrations/shared/migrate_viz/processors.py b/superset/migrations/shared/migrate_viz/processors.py index d1978f33e1ebd..4ff6b2a93467e 100644 --- a/superset/migrations/shared/migrate_viz/processors.py +++ b/superset/migrations/shared/migrate_viz/processors.py @@ -125,3 +125,9 @@ def _pre_action(self) -> None: def _migrate_temporal_filter(self, rv_data: dict[str, Any]) -> None: super()._migrate_temporal_filter(rv_data) rv_data["adhoc_filters_b"] = rv_data.get("adhoc_filters") or [] + + +class MigrateSunburst(MigrateViz): + source_viz_type = "sunburst" + target_viz_type = "sunburst_v2" + rename_keys = {"groupby": "columns"} From e1a91e22285df9ed6077edf76f7c2e253c3fd997 Mon Sep 17 00:00:00 2001 From: Aleksey Karpov <86011874+alekseyolg@users.noreply.github.com> Date: Mon, 25 Sep 2023 23:08:21 +0300 Subject: [PATCH 040/105] feat(docker): Use docker buildx and Add ARM builds for dockerize and websocket (#25377) --- .github/workflows/docker-release.yml | 4 ++ .github/workflows/docker.yml | 14 ++++- .github/workflows/docker_build_push.sh | 81 +++++++++++++++++--------- Dockerfile | 54 +++++++++-------- dockerize.Dockerfile | 9 +-- 5 files changed, 104 insertions(+), 58 deletions(-) diff --git a/.github/workflows/docker-release.yml b/.github/workflows/docker-release.yml index f0253dbaece92..b079206f51110 100644 --- a/.github/workflows/docker-release.yml +++ b/.github/workflows/docker-release.yml @@ -29,6 +29,10 @@ jobs: persist-credentials: false submodules: recursive ref: ${{ github.ref }} + - name: Set up QEMU + uses: docker/setup-qemu-action@v1 + - name: Set up Docker Buildx + uses: docker/setup-buildx-action@v1 - shell: bash env: DOCKERHUB_USER: ${{ secrets.DOCKERHUB_USER }} diff --git a/.github/workflows/docker.yml b/.github/workflows/docker.yml index 43483cf5f99fb..983267ff602f7 100644 --- a/.github/workflows/docker.yml +++ b/.github/workflows/docker.yml @@ -35,7 +35,10 @@ jobs: uses: actions/checkout@v3 with: persist-credentials: false - + - name: Set up QEMU + uses: docker/setup-qemu-action@v1 + - name: Set up Docker Buildx + uses: docker/setup-buildx-action@v1 - shell: bash env: DOCKERHUB_USER: ${{ secrets.DOCKERHUB_USER }} @@ -49,7 +52,14 @@ jobs: mkdir -p ./build echo ${{ github.sha }} > ./build/SHA echo ${{ github.event.pull_request.number }} > ./build/PR-NUM - DOCKER_BUILDKIT=1 docker build --target ci -t ${{ github.sha }} -t "pr-${{ github.event.pull_request.number }}" . + docker buildx build --target ci \ + --load \ + --cache-from=type=local,src=/tmp/superset \ + -t ${{ github.sha }} \ + -t "pr-${{ github.event.pull_request.number }}" \ + --platform linux/amd64 \ + --label "build_actor=${GITHUB_ACTOR}" \ + . docker save ${{ github.sha }} | gzip > ./build/${{ github.sha }}.tar.gz - name: Upload build artifacts diff --git a/.github/workflows/docker_build_push.sh b/.github/workflows/docker_build_push.sh index 1a7575dc2c279..3e90af45f1ada 100755 --- a/.github/workflows/docker_build_push.sh +++ b/.github/workflows/docker_build_push.sh @@ -43,13 +43,50 @@ cat< Date: Mon, 25 Sep 2023 17:39:06 -0300 Subject: [PATCH 041/105] fix: Workaround for Cypress ECONNRESET error (#25399) --- .../cypress-base/cypress.config.ts | 17 +++++++++++++++++ 1 file changed, 17 insertions(+) diff --git a/superset-frontend/cypress-base/cypress.config.ts b/superset-frontend/cypress-base/cypress.config.ts index 1d2c3baf49600..7340830bf0016 100644 --- a/superset-frontend/cypress-base/cypress.config.ts +++ b/superset-frontend/cypress-base/cypress.config.ts @@ -38,6 +38,23 @@ export default defineConfig({ // We've imported your old cypress plugins here. // You may want to clean this up later by importing these. setupNodeEvents(on, config) { + // ECONNRESET on Chrome/Chromium 117.0.5851.0 when using Cypress <12.15.0 + // Check https://github.com/cypress-io/cypress/issues/27804 for context + // TODO: This workaround should be removed when upgrading Cypress + on('before:browser:launch', (browser, launchOptions) => { + if (browser.name === 'chrome' && browser.isHeadless) { + // eslint-disable-next-line no-param-reassign + launchOptions.args = launchOptions.args.map(arg => { + if (arg === '--headless') { + return '--headless=new'; + } + + return arg; + }); + } + return launchOptions; + }); + // eslint-disable-next-line global-require,import/extensions return require('./cypress/plugins/index.js')(on, config); }, From f6ce40d246a4871813cea2ff1a66050ae77a0567 Mon Sep 17 00:00:00 2001 From: Ville Brofeldt <33317356+villebro@users.noreply.github.com> Date: Tue, 26 Sep 2023 04:00:41 -0700 Subject: [PATCH 042/105] chore: upgrade node to most recent 16.x (#25362) --- superset-frontend/.nvmrc | 2 +- superset-frontend/package.json | 4 ++-- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/superset-frontend/.nvmrc b/superset-frontend/.nvmrc index 4be2b935c508d..2ab3d4be55089 100644 --- a/superset-frontend/.nvmrc +++ b/superset-frontend/.nvmrc @@ -1 +1 @@ -v16.9.1 +v16.20.2 diff --git a/superset-frontend/package.json b/superset-frontend/package.json index 1a6b202e4be12..299017b0d01b0 100644 --- a/superset-frontend/package.json +++ b/superset-frontend/package.json @@ -348,8 +348,8 @@ "webpack-sources": "^3.2.3" }, "engines": { - "node": "^16.9.1", - "npm": "^7.5.4 || ^8.1.2" + "node": "^16.20.2", + "npm": "^8.19.4" }, "overrides": { "d3-color": "^3.1.0", From 52eba11d6a1dd582ebfcd23dba5fc8e8a032cf73 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=CA=88=E1=B5=83=E1=B5=A2?= Date: Tue, 26 Sep 2023 10:16:52 -0400 Subject: [PATCH 043/105] docs: update docker-compose to match latest release (#25332) Also notes that one needn't build a new image. Co-authored-by: Sam Firke Co-authored-by: JUST.in DO IT --- .../installing-superset-using-docker-compose.mdx | 15 +++++++-------- 1 file changed, 7 insertions(+), 8 deletions(-) diff --git a/docs/docs/installation/installing-superset-using-docker-compose.mdx b/docs/docs/installation/installing-superset-using-docker-compose.mdx index d0451fb19a4f4..46c50d2524a0a 100644 --- a/docs/docs/installation/installing-superset-using-docker-compose.mdx +++ b/docs/docs/installation/installing-superset-using-docker-compose.mdx @@ -62,6 +62,9 @@ When working on master branch, run the following commands to run `development` m ```bash docker compose up ``` +:::tip +When running in development mode the `superset-node` container needs to finish building assets in order for the UI to render properly. If you would just like to try out Superset without making any code changes follow the steps documented for `production` or a specific version below. +::: When working on master branch, run the following commands to run `production` mode using `docker compose`: @@ -72,12 +75,12 @@ docker-compose -f docker-compose-non-dev.yml up Alternatively, you can also run a specific version of Superset by first checking out the branch/tag, and then starting `docker-compose` with the `TAG` variable. -For example, to run the 2.1.0 version, run the following commands: +For example, to run the 3.0.0 version, run the following commands: ```bash -git checkout 2.1.0 -TAG=2.1.0 docker-compose -f docker-compose-non-dev.yml pull -TAG=2.1.0 docker-compose -f docker-compose-non-dev.yml up +git checkout 3.0.0 +TAG=3.0.0 docker-compose -f docker-compose-non-dev.yml pull +TAG=3.0.0 docker-compose -f docker-compose-non-dev.yml up ``` :::tip @@ -94,10 +97,6 @@ You should see a wall of logging output from the containers being launched on yo this output slows, you should have a running instance of Superset on your local machine! To avoid the wall of text on future runs, add the `-d` option to the end of the `docker-compose up` command. -**Note:** This will bring up superset in a non-dev mode, changes to the codebase will not be reflected. -If you would like to run superset in dev mode to test local changes, simply replace the previous command with: `docker-compose up`, -and wait for the `superset_node` container to finish building the assets. - #### Configuring Docker Compose The following is for users who want to configure how Superset runs in Docker Compose; otherwise, you can skip to the next section. From 296ff17f196084dbfe1fc5745c2f0e429325aa11 Mon Sep 17 00:00:00 2001 From: Jack <41238731+fisjac@users.noreply.github.com> Date: Tue, 26 Sep 2023 13:41:28 -0500 Subject: [PATCH 044/105] fix: preventing save button from flickering in SQL Lab (#25106) --- .../components/SaveQuery/SaveQuery.test.tsx | 21 ++++++++++++++++++- .../src/SqlLab/components/SaveQuery/index.tsx | 12 +++++++---- 2 files changed, 28 insertions(+), 5 deletions(-) diff --git a/superset-frontend/src/SqlLab/components/SaveQuery/SaveQuery.test.tsx b/superset-frontend/src/SqlLab/components/SaveQuery/SaveQuery.test.tsx index f321a54ec4dbe..54b81df96013d 100644 --- a/superset-frontend/src/SqlLab/components/SaveQuery/SaveQuery.test.tsx +++ b/superset-frontend/src/SqlLab/components/SaveQuery/SaveQuery.test.tsx @@ -27,7 +27,7 @@ import { initialState, databases } from 'src/SqlLab/fixtures'; const mockedProps = { queryEditorId: '123', animation: false, - database: databases.result[0], + database: { ...databases.result[0], allows_virtual_table_explore: false }, onUpdate: () => {}, onSave: () => {}, saveQueryWarning: null, @@ -61,6 +61,25 @@ const middlewares = [thunk]; const mockStore = configureStore(middlewares); describe('SavedQuery', () => { + it('doesnt render save button when allows_virtual_table_explore is undefined', async () => { + const noRenderProps = { + ...mockedProps, + database: { + ...mockedProps.database, + allows_virtual_table_explore: undefined, + }, + }; + render(, { + useRedux: true, + store: mockStore(mockState), + }); + expect(() => { + screen.getByRole('button', { name: /save/i }); + }).toThrow( + 'Unable to find an accessible element with the role "button" and name `/save/i`', + ); + }); + it('renders a non-split save button when allows_virtual_table_explore is not enabled', () => { render(, { useRedux: true, diff --git a/superset-frontend/src/SqlLab/components/SaveQuery/index.tsx b/superset-frontend/src/SqlLab/components/SaveQuery/index.tsx index 4071b9e2d71d4..6ed0f4c668e7e 100644 --- a/superset-frontend/src/SqlLab/components/SaveQuery/index.tsx +++ b/superset-frontend/src/SqlLab/components/SaveQuery/index.tsx @@ -98,6 +98,8 @@ const SaveQuery = ({ const [showSaveDatasetModal, setShowSaveDatasetModal] = useState(false); const isSaved = !!query.remoteId; const canExploreDatabase = !!database?.allows_virtual_table_explore; + const shouldShowSaveButton = + database?.allows_virtual_table_explore !== undefined; const overlayMenu = ( @@ -180,10 +182,12 @@ const SaveQuery = ({ return ( - + {shouldShowSaveButton && ( + + )} setShowSaveDatasetModal(false)} From 893b45feef306cb59409702bfd39cfcf3589f6ef Mon Sep 17 00:00:00 2001 From: John Bodley <4567245+john-bodley@users.noreply.github.com> Date: Tue, 26 Sep 2023 16:00:37 -0700 Subject: [PATCH 045/105] fix: Rename on_delete parameter to ondelete (#25424) --- superset/models/dashboard.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/superset/models/dashboard.py b/superset/models/dashboard.py index 77c10b333f433..0027edaefd023 100644 --- a/superset/models/dashboard.py +++ b/superset/models/dashboard.py @@ -130,13 +130,13 @@ def copy_dashboard(_mapper: Mapper, connection: Connection, target: Dashboard) - Column( "dashboard_id", Integer, - ForeignKey("dashboards.id", on_delete="CASCADE"), + ForeignKey("dashboards.id", ondelete="CASCADE"), nullable=False, ), Column( "role_id", Integer, - ForeignKey("ab_role.id", on_delete="CASCADE"), + ForeignKey("ab_role.id", ondelete="CASCADE"), nullable=False, ), ) From 40ba3c2d57609fb69717c4273fd96678a52255dd Mon Sep 17 00:00:00 2001 From: Lily Kuang Date: Tue, 26 Sep 2023 16:01:01 -0700 Subject: [PATCH 046/105] chore: cryptography version bump (#25276) Co-authored-by: Michael S. Molina <70410625+michael-s-molina@users.noreply.github.com> --- requirements/base.txt | 2 +- setup.py | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/requirements/base.txt b/requirements/base.txt index d8ab63abf7c36..4b420f4ee9d9a 100644 --- a/requirements/base.txt +++ b/requirements/base.txt @@ -71,7 +71,7 @@ cron-descriptor==1.2.24 # via apache-superset croniter==1.0.15 # via apache-superset -cryptography==41.0.0 +cryptography==41.0.2 # via # apache-superset # paramiko diff --git a/setup.py b/setup.py index e4edb7bea4736..79649c0167218 100644 --- a/setup.py +++ b/setup.py @@ -81,7 +81,7 @@ def get_git_sha() -> str: "colorama", "croniter>=0.3.28", "cron-descriptor", - "cryptography>=41.0.0, <41.0.2", + "cryptography>=41.0.2, <41.1.0", "deprecation>=2.1.0, <2.2.0", "flask>=2.2.5, <3.0.0", "flask-appbuilder>=4.3.6, <5.0.0", From a4d8f36863e16a8c75aec2a75f2a185b6ca1d3c5 Mon Sep 17 00:00:00 2001 From: Beto Dealmeida Date: Tue, 26 Sep 2023 19:31:34 -0700 Subject: [PATCH 047/105] fix: chart import (#25425) --- superset/charts/commands/importers/v1/utils.py | 4 ++-- tests/unit_tests/charts/commands/importers/v1/utils_test.py | 1 + 2 files changed, 3 insertions(+), 2 deletions(-) diff --git a/superset/charts/commands/importers/v1/utils.py b/superset/charts/commands/importers/v1/utils.py index d3f90f7ff4312..3ef0a2ed78b49 100644 --- a/superset/charts/commands/importers/v1/utils.py +++ b/superset/charts/commands/importers/v1/utils.py @@ -99,8 +99,8 @@ def migrate_chart(config: dict[str, Any]) -> dict[str, Any]: # also update `query_context` try: - query_context = json.loads(output.get("query_context", "{}")) - except json.decoder.JSONDecodeError: + query_context = json.loads(output.get("query_context") or "{}") + except (json.decoder.JSONDecodeError, TypeError): query_context = {} if "form_data" in query_context: query_context["form_data"] = output["params"] diff --git a/tests/unit_tests/charts/commands/importers/v1/utils_test.py b/tests/unit_tests/charts/commands/importers/v1/utils_test.py index c99ecaf6d6da7..77d31e7d776b3 100644 --- a/tests/unit_tests/charts/commands/importers/v1/utils_test.py +++ b/tests/unit_tests/charts/commands/importers/v1/utils_test.py @@ -32,6 +32,7 @@ def test_migrate_chart_area() -> None: "certified_by": None, "certification_details": None, "viz_type": "area", + "query_context": None, "params": json.dumps( { "adhoc_filters": [], From 1716b9f8f68c7abe4c1a082e11ccdb26dbe6a3db Mon Sep 17 00:00:00 2001 From: Daniel Vaz Gaspar Date: Wed, 27 Sep 2023 08:55:29 +0100 Subject: [PATCH 048/105] fix: swagger UI CSP error (#25368) --- requirements/base.txt | 2 +- setup.py | 2 +- superset/config.py | 4 ++-- 3 files changed, 4 insertions(+), 4 deletions(-) diff --git a/requirements/base.txt b/requirements/base.txt index 4b420f4ee9d9a..3370eceac4a67 100644 --- a/requirements/base.txt +++ b/requirements/base.txt @@ -96,7 +96,7 @@ flask==2.2.5 # flask-migrate # flask-sqlalchemy # flask-wtf -flask-appbuilder==4.3.6 +flask-appbuilder==4.3.7 # via apache-superset flask-babel==1.0.0 # via flask-appbuilder diff --git a/setup.py b/setup.py index 79649c0167218..6190eaf65c782 100644 --- a/setup.py +++ b/setup.py @@ -84,7 +84,7 @@ def get_git_sha() -> str: "cryptography>=41.0.2, <41.1.0", "deprecation>=2.1.0, <2.2.0", "flask>=2.2.5, <3.0.0", - "flask-appbuilder>=4.3.6, <5.0.0", + "flask-appbuilder>=4.3.7, <5.0.0", "flask-caching>=1.11.1, <2.0", "flask-compress>=1.13, <2.0", "flask-talisman>=1.0.0, <2.0", diff --git a/superset/config.py b/superset/config.py index 74f5df0e6e200..e255fa5401bf1 100644 --- a/superset/config.py +++ b/superset/config.py @@ -1429,7 +1429,7 @@ def EMAIL_HEADER_MUTATOR( # pylint: disable=invalid-name,unused-argument "style-src": ["'self'", "'unsafe-inline'"], "script-src": ["'self'", "'strict-dynamic'"], }, - "content_security_policy_nonce_in": ["script-src"], + "content_security_policy_nonce_in": ["script-src", "style-src"], "force_https": False, } # React requires `eval` to work correctly in dev mode @@ -1447,7 +1447,7 @@ def EMAIL_HEADER_MUTATOR( # pylint: disable=invalid-name,unused-argument "style-src": ["'self'", "'unsafe-inline'"], "script-src": ["'self'", "'unsafe-inline'", "'unsafe-eval'"], }, - "content_security_policy_nonce_in": ["script-src"], + "content_security_policy_nonce_in": ["script-src", "style-src"], "force_https": False, } From 463962a58b709d7e713f37efaacced8b7e342677 Mon Sep 17 00:00:00 2001 From: "JUST.in DO IT" Date: Wed, 27 Sep 2023 08:25:46 -0700 Subject: [PATCH 049/105] fix(sqllab): misplaced limit warning alert (#25306) --- .../src/SqlLab/components/ResultSet/index.tsx | 169 ++++++++++-------- .../src/SqlLab/reducers/sqlLab.js | 6 +- 2 files changed, 97 insertions(+), 78 deletions(-) diff --git a/superset-frontend/src/SqlLab/components/ResultSet/index.tsx b/superset-frontend/src/SqlLab/components/ResultSet/index.tsx index f1c48531f0e82..e16fc569e667d 100644 --- a/superset-frontend/src/SqlLab/components/ResultSet/index.tsx +++ b/superset-frontend/src/SqlLab/components/ResultSet/index.tsx @@ -301,7 +301,7 @@ const ResultSet = ({ return
; }; - const renderRowsReturned = () => { + const renderRowsReturned = (alertMessage: boolean) => { const { results, rows, queryLimit, limitingFactor } = query; let limitMessage = ''; const limitReached = results?.displayLimitReached; @@ -353,59 +353,70 @@ const ResultSet = ({ const tooltipText = `${rowsReturnedMessage}. ${limitMessage}`; + if (alertMessage) { + return ( + <> + {!limitReached && shouldUseDefaultDropdownAlert && ( +
+ setAlertIsOpen(false)} + description={t( + 'The number of rows displayed is limited to %(rows)d by the dropdown.', + { rows }, + )} + /> +
+ )} + {limitReached && ( +
+ setAlertIsOpen(false)} + message={t('%(rows)d rows returned', { rows: rowsCount })} + description={ + isAdmin + ? displayMaxRowsReachedMessage.withAdmin + : displayMaxRowsReachedMessage.withoutAdmin + } + /> +
+ )} + + ); + } + const showRowsReturned = + showSqlInline || (!limitReached && !shouldUseDefaultDropdownAlert); + return ( - - {!limitReached && !shouldUseDefaultDropdownAlert && ( - - - - )} - {!limitReached && shouldUseDefaultDropdownAlert && ( -
- setAlertIsOpen(false)} - description={t( - 'The number of rows displayed is limited to %(rows)d by the dropdown.', - { rows }, - )} - /> -
- )} - {limitReached && ( -
- setAlertIsOpen(false)} - message={t('%(rows)d rows returned', { rows: rowsCount })} - description={ - isAdmin - ? displayMaxRowsReachedMessage.withAdmin - : displayMaxRowsReachedMessage.withoutAdmin - } - /> -
+ + + )} - + ); }; @@ -531,35 +542,39 @@ const ResultSet = ({ {renderControls()} {showSql && showSqlInline ? ( -
- +
- {sql} - - {renderRowsReturned()} -
+ + {sql} + + {renderRowsReturned(false)} +
+ {renderRowsReturned(true)} + ) : ( <> - {renderRowsReturned()} + {renderRowsReturned(false)} + {renderRowsReturned(true)} {sql} )} diff --git a/superset-frontend/src/SqlLab/reducers/sqlLab.js b/superset-frontend/src/SqlLab/reducers/sqlLab.js index 5b71a240363ca..4d27836da1191 100644 --- a/superset-frontend/src/SqlLab/reducers/sqlLab.js +++ b/superset-frontend/src/SqlLab/reducers/sqlLab.js @@ -637,7 +637,11 @@ export default function sqlLabReducer(state = {}, action) { // when it started fetching or finished rendering results state: currentState === QueryState.SUCCESS && - [QueryState.FETCHING, QueryState.SUCCESS].includes(prevState) + [ + QueryState.FETCHING, + QueryState.SUCCESS, + QueryState.RUNNING, + ].includes(prevState) ? prevState : currentState, }; From f0080f9c559c407c5d06e03db27f2cc40fb227e2 Mon Sep 17 00:00:00 2001 From: Beto Dealmeida Date: Wed, 27 Sep 2023 09:52:36 -0700 Subject: [PATCH 050/105] fix: smarter date formatter (#25404) --- superset-frontend/jest.config.js | 3 + .../formatters/finestTemporalGrain.test.ts | 63 +++++++++++++++ .../formatters/finestTemporalGrain.ts | 80 +++++++++++++++++++ .../superset-ui-core/src/time-format/index.ts | 1 + .../components/Select/SelectFilterPlugin.tsx | 6 +- 5 files changed, 150 insertions(+), 3 deletions(-) create mode 100644 superset-frontend/packages/superset-ui-core/src/time-format/formatters/finestTemporalGrain.test.ts create mode 100644 superset-frontend/packages/superset-ui-core/src/time-format/formatters/finestTemporalGrain.ts diff --git a/superset-frontend/jest.config.js b/superset-frontend/jest.config.js index 24e4886ecda43..316102c5c20ff 100644 --- a/superset-frontend/jest.config.js +++ b/superset-frontend/jest.config.js @@ -17,6 +17,9 @@ * under the License. */ +// timezone for unit tests +process.env.TZ = 'America/New_York'; + module.exports = { testRegex: '\\/superset-frontend\\/(spec|src|plugins|packages|tools)\\/.*(_spec|\\.test)\\.[jt]sx?$', diff --git a/superset-frontend/packages/superset-ui-core/src/time-format/formatters/finestTemporalGrain.test.ts b/superset-frontend/packages/superset-ui-core/src/time-format/formatters/finestTemporalGrain.test.ts new file mode 100644 index 0000000000000..6e4f07df4b8bf --- /dev/null +++ b/superset-frontend/packages/superset-ui-core/src/time-format/formatters/finestTemporalGrain.test.ts @@ -0,0 +1,63 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0, + * + * Unless required by applicable law or agreed to in writing, + * software distributed under the License is distributed on an + * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY + * KIND, either express or implied. See the License for the + * specific language governing permissions and limitations + * under the License. + */ + +import finestTemporalGrain from './finestTemporalGrain'; + +test('finestTemporalGrain', () => { + const monthFormatter = finestTemporalGrain([ + new Date('2003-01-01 00:00:00Z').getTime(), + new Date('2003-02-01 00:00:00Z').getTime(), + ]); + expect(monthFormatter(new Date('2003-01-01 00:00:00Z').getTime())).toBe( + '2003-01-01', + ); + expect(monthFormatter(new Date('2003-02-01 00:00:00Z').getTime())).toBe( + '2003-02-01', + ); + + const yearFormatter = finestTemporalGrain([ + new Date('2003-01-01 00:00:00Z').getTime(), + new Date('2004-01-01 00:00:00Z').getTime(), + ]); + expect(yearFormatter(new Date('2003-01-01 00:00:00Z').getTime())).toBe( + '2003', + ); + expect(yearFormatter(new Date('2004-01-01 00:00:00Z').getTime())).toBe( + '2004', + ); + + const milliSecondFormatter = finestTemporalGrain([ + new Date('2003-01-01 00:00:00Z').getTime(), + new Date('2003-04-05 06:07:08.123Z').getTime(), + ]); + expect(milliSecondFormatter(new Date('2003-01-01 00:00:00Z').getTime())).toBe( + '2003-01-01 00:00:00.000', + ); + + const localTimeFormatter = finestTemporalGrain( + [ + new Date('2003-01-01 00:00:00Z').getTime(), + new Date('2003-02-01 00:00:00Z').getTime(), + ], + true, + ); + expect(localTimeFormatter(new Date('2003-01-01 00:00:00Z').getTime())).toBe( + '2002-12-31 19:00', + ); +}); diff --git a/superset-frontend/packages/superset-ui-core/src/time-format/formatters/finestTemporalGrain.ts b/superset-frontend/packages/superset-ui-core/src/time-format/formatters/finestTemporalGrain.ts new file mode 100644 index 0000000000000..c03b7ec1593cf --- /dev/null +++ b/superset-frontend/packages/superset-ui-core/src/time-format/formatters/finestTemporalGrain.ts @@ -0,0 +1,80 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, + * software distributed under the License is distributed on an + * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY + * KIND, either express or implied. See the License for the + * specific language governing permissions and limitations + * under the License. + */ + +import { utcFormat, timeFormat } from 'd3-time-format'; +import { utcUtils, localTimeUtils } from '../utils/d3Time'; +import TimeFormatter from '../TimeFormatter'; + +/* + * A formatter that examines all the values, and uses the finest temporal grain. + */ +export default function finestTemporalGrain( + values: any[], + useLocalTime = false, +) { + const format = useLocalTime ? timeFormat : utcFormat; + + const formatMillisecond = format('%Y-%m-%d %H:%M:%S.%L'); + const formatSecond = format('%Y-%m-%d %H:%M:%S'); + const formatMinute = format('%Y-%m-%d %H:%M'); + const formatHour = format('%Y-%m-%d %H:%M'); + const formatDay = format('%Y-%m-%d'); + const formatMonth = format('%Y-%m-%d'); + const formatYear = format('%Y'); + + const { + hasMillisecond, + hasSecond, + hasMinute, + hasHour, + isNotFirstDayOfMonth, + isNotFirstMonth, + } = useLocalTime ? localTimeUtils : utcUtils; + + let formatFunc = formatYear; + values.forEach((value: any) => { + if (formatFunc === formatYear && isNotFirstMonth(value)) { + formatFunc = formatMonth; + } + if (formatFunc === formatMonth && isNotFirstDayOfMonth(value)) { + formatFunc = formatDay; + } + if (formatFunc === formatDay && hasHour(value)) { + formatFunc = formatHour; + } + if (formatFunc === formatHour && hasMinute(value)) { + formatFunc = formatMinute; + } + if (formatFunc === formatMinute && hasSecond(value)) { + formatFunc = formatSecond; + } + if (formatFunc === formatSecond && hasMillisecond(value)) { + formatFunc = formatMillisecond; + } + }); + + return new TimeFormatter({ + description: + 'Use the finest grain in an array of dates to format all dates in the array', + formatFunc, + id: 'finest_temporal_grain', + label: 'Format temporal columns with the finest grain', + useLocalTime, + }); +} diff --git a/superset-frontend/packages/superset-ui-core/src/time-format/index.ts b/superset-frontend/packages/superset-ui-core/src/time-format/index.ts index 53f23f36431cf..b0d95c1433940 100644 --- a/superset-frontend/packages/superset-ui-core/src/time-format/index.ts +++ b/superset-frontend/packages/superset-ui-core/src/time-format/index.ts @@ -35,6 +35,7 @@ export { default as createMultiFormatter } from './factories/createMultiFormatte export { default as smartDateFormatter } from './formatters/smartDate'; export { default as smartDateDetailedFormatter } from './formatters/smartDateDetailed'; export { default as smartDateVerboseFormatter } from './formatters/smartDateVerbose'; +export { default as finestTemporalGrainFormatter } from './formatters/finestTemporalGrain'; export { default as normalizeTimestamp } from './utils/normalizeTimestamp'; export { default as denormalizeTimestamp } from './utils/denormalizeTimestamp'; diff --git a/superset-frontend/src/filters/components/Select/SelectFilterPlugin.tsx b/superset-frontend/src/filters/components/Select/SelectFilterPlugin.tsx index 2c5d9191887e7..bef70e68f395c 100644 --- a/superset-frontend/src/filters/components/Select/SelectFilterPlugin.tsx +++ b/superset-frontend/src/filters/components/Select/SelectFilterPlugin.tsx @@ -26,7 +26,7 @@ import { GenericDataType, getColumnLabel, JsonObject, - smartDateDetailedFormatter, + finestTemporalGrainFormatter, t, tn, } from '@superset-ui/core'; @@ -117,9 +117,9 @@ export default function PluginFilterSelect(props: PluginFilterSelectProps) { const labelFormatter = useMemo( () => getDataRecordFormatter({ - timeFormatter: smartDateDetailedFormatter, + timeFormatter: finestTemporalGrainFormatter(data.map(el => el.col)), }), - [], + [data], ); const updateDataMask = useCallback( From ba5e2f634a8d5ed159c7f3758e43b071f242a840 Mon Sep 17 00:00:00 2001 From: "JUST.in DO IT" Date: Wed, 27 Sep 2023 12:23:59 -0700 Subject: [PATCH 051/105] fix(sqllab): invalid start date (#25437) --- .../SqlLab/reducers/getInitialState.test.ts | 52 +++++++++++++++++++ .../src/SqlLab/reducers/getInitialState.ts | 30 +++++------ .../src/hooks/apiResources/sqlLab.ts | 9 +++- 3 files changed, 75 insertions(+), 16 deletions(-) diff --git a/superset-frontend/src/SqlLab/reducers/getInitialState.test.ts b/superset-frontend/src/SqlLab/reducers/getInitialState.test.ts index c4f064f650e66..aca11e2cca10f 100644 --- a/superset-frontend/src/SqlLab/reducers/getInitialState.test.ts +++ b/superset-frontend/src/SqlLab/reducers/getInitialState.test.ts @@ -18,6 +18,7 @@ */ import { DEFAULT_COMMON_BOOTSTRAP_DATA } from 'src/constants'; +import { runningQuery, successfulQuery } from 'src/SqlLab/fixtures'; import getInitialState, { dedupeTabHistory } from './getInitialState'; const apiData = { @@ -192,5 +193,56 @@ describe('getInitialState', () => { }).sqlLab.tables; expect(initializedTables.map(({ id }) => id)).toEqual([1, 2, 6]); }); + + it('should parse the float dttm value', () => { + const startDttmInStr = '1693433503447.166992'; + const endDttmInStr = '1693433503500.23132'; + + localStorage.setItem( + 'redux', + JSON.stringify({ + sqlLab: { + tables: [ + { id: 1, name: 'test1' }, + { id: 6, name: 'test6' }, + ], + queryEditors: [{ id: 1, title: 'editor1' }], + queries: { + localStoragePersisted: { + ...successfulQuery, + id: 'localStoragePersisted', + startDttm: startDttmInStr, + endDttm: endDttmInStr, + }, + }, + tabHistory: [], + }, + }), + ); + + const initializedQueries = getInitialState({ + ...apiData, + queries: { + backendPersisted: { + ...runningQuery, + id: 'backendPersisted', + startDttm: startDttmInStr, + endDttm: endDttmInStr, + }, + }, + }).sqlLab.queries; + expect(initializedQueries.backendPersisted).toEqual( + expect.objectContaining({ + startDttm: Number(startDttmInStr), + endDttm: Number(endDttmInStr), + }), + ); + expect(initializedQueries.localStoragePersisted).toEqual( + expect.objectContaining({ + startDttm: Number(startDttmInStr), + endDttm: Number(endDttmInStr), + }), + ); + }); }); }); diff --git a/superset-frontend/src/SqlLab/reducers/getInitialState.ts b/superset-frontend/src/SqlLab/reducers/getInitialState.ts index 9867e9bf2cf23..cd5c46540b288 100644 --- a/superset-frontend/src/SqlLab/reducers/getInitialState.ts +++ b/superset-frontend/src/SqlLab/reducers/getInitialState.ts @@ -130,20 +130,7 @@ export default function getInitialState({ }); } - const queries = Object.fromEntries( - Object.entries(queries_ || {}).map(([queryId, query]) => [ - queryId, - { - ...query, - ...(query.startDttm && { - startDttm: Number(query.startDttm), - }), - ...(query.endDttm && { - endDttm: Number(query.endDttm), - }), - }, - ]), - ); + const queries = { ...queries_ }; /** * If the `SQLLAB_BACKEND_PERSISTENCE` feature flag is off, or if the user @@ -205,7 +192,20 @@ export default function getInitialState({ alerts: [], databases, offline: false, - queries, + queries: Object.fromEntries( + Object.entries(queries).map(([queryId, query]) => [ + queryId, + { + ...query, + ...(query.startDttm && { + startDttm: Number(query.startDttm), + }), + ...(query.endDttm && { + endDttm: Number(query.endDttm), + }), + }, + ]), + ), queryEditors: Object.values(queryEditors), tabHistory: dedupeTabHistory(tabHistory), tables: Object.values(tables), diff --git a/superset-frontend/src/hooks/apiResources/sqlLab.ts b/superset-frontend/src/hooks/apiResources/sqlLab.ts index dac53043c3dda..123db414e2681 100644 --- a/superset-frontend/src/hooks/apiResources/sqlLab.ts +++ b/superset-frontend/src/hooks/apiResources/sqlLab.ts @@ -53,7 +53,14 @@ export type InitialState = { extra_json?: object; }; databases: object[]; - queries: Record; + queries: Record< + string, + Omit & { + startDttm: number | string; + endDttm: number | string; + inLocalStorage?: boolean; + } + >; tab_state_ids: { id: number; label: string; From a0eeb4d767df9f573d80b520cf8afe42013616bb Mon Sep 17 00:00:00 2001 From: Stepan <66589759+Always-prog@users.noreply.github.com> Date: Thu, 28 Sep 2023 15:37:19 +0300 Subject: [PATCH 052/105] fix(nativeFilters): Speed up native filters by removing unnecessary rerenders (#25282) Co-authored-by: JUST.in DO IT --- .../superset-ui-core/src/chart/types/Base.ts | 1 + .../FilterBar/FilterControls/state.ts | 3 ++- .../components/nativeFilters/FilterBar/index.tsx | 16 ++++++++++++---- superset-frontend/src/dataMask/reducer.ts | 1 + 4 files changed, 16 insertions(+), 5 deletions(-) diff --git a/superset-frontend/packages/superset-ui-core/src/chart/types/Base.ts b/superset-frontend/packages/superset-ui-core/src/chart/types/Base.ts index b3884a8488013..1c4d278f6cc46 100644 --- a/superset-frontend/packages/superset-ui-core/src/chart/types/Base.ts +++ b/superset-frontend/packages/superset-ui-core/src/chart/types/Base.ts @@ -58,6 +58,7 @@ export enum AppSection { export type FilterState = { value?: any; [key: string]: any }; export type DataMask = { + __cache?: FilterState; extraFormData?: ExtraFormData; filterState?: FilterState; ownState?: JsonObject; diff --git a/superset-frontend/src/dashboard/components/nativeFilters/FilterBar/FilterControls/state.ts b/superset-frontend/src/dashboard/components/nativeFilters/FilterBar/FilterControls/state.ts index a71028145969b..bb5b5c2672e28 100644 --- a/superset-frontend/src/dashboard/components/nativeFilters/FilterBar/FilterControls/state.ts +++ b/superset-frontend/src/dashboard/components/nativeFilters/FilterBar/FilterControls/state.ts @@ -17,7 +17,7 @@ * under the License. */ import { useMemo } from 'react'; -import { useSelector } from 'react-redux'; +import { shallowEqual, useSelector } from 'react-redux'; import { DataMaskStateWithId, ensureIsArray, @@ -32,6 +32,7 @@ export function useFilterDependencies( ): ExtraFormData { const dependencyIds = useSelector( state => state.nativeFilters.filters[id]?.cascadeParentIds, + shallowEqual, ); return useMemo(() => { let dependencies = {}; diff --git a/superset-frontend/src/dashboard/components/nativeFilters/FilterBar/index.tsx b/superset-frontend/src/dashboard/components/nativeFilters/FilterBar/index.tsx index fe3a8e21d22b6..546742c6dd73b 100644 --- a/superset-frontend/src/dashboard/components/nativeFilters/FilterBar/index.tsx +++ b/superset-frontend/src/dashboard/components/nativeFilters/FilterBar/index.tsx @@ -18,7 +18,13 @@ */ /* eslint-disable no-param-reassign */ -import React, { useEffect, useState, useCallback, createContext } from 'react'; +import React, { + useEffect, + useState, + useCallback, + createContext, + useRef, +} from 'react'; import { useDispatch, useSelector } from 'react-redux'; import { DataMaskStateWithId, @@ -144,6 +150,8 @@ const FilterBar: React.FC = ({ const [filtersInScope] = useSelectFiltersInScope(nativeFilterValues); + const dataMaskSelectedRef = useRef(dataMaskSelected); + dataMaskSelectedRef.current = dataMaskSelected; const handleFilterSelectionChange = useCallback( ( filter: Pick & Partial, @@ -154,19 +162,19 @@ const FilterBar: React.FC = ({ if ( // filterState.value === undefined - means that value not initialized dataMask.filterState?.value !== undefined && - dataMaskSelected[filter.id]?.filterState?.value === undefined && + dataMaskSelectedRef.current[filter.id]?.filterState?.value === + undefined && filter.requiredFirst ) { dispatch(updateDataMask(filter.id, dataMask)); } - draft[filter.id] = { ...(getInitialDataMask(filter.id) as DataMaskWithId), ...dataMask, }; }); }, - [dataMaskSelected, dispatch, setDataMaskSelected], + [dispatch, setDataMaskSelected], ); useEffect(() => { diff --git a/superset-frontend/src/dataMask/reducer.ts b/superset-frontend/src/dataMask/reducer.ts index f2163a54a44a0..6e9a5fae5404a 100644 --- a/superset-frontend/src/dataMask/reducer.ts +++ b/superset-frontend/src/dataMask/reducer.ts @@ -56,6 +56,7 @@ export function getInitialDataMask( } return { ...otherProps, + __cache: {}, extraFormData: {}, filterState: {}, ownState: {}, From 11b49a6ceb7b258766d7fe4642808509ccf83317 Mon Sep 17 00:00:00 2001 From: Corbin Bullard Date: Thu, 28 Sep 2023 09:36:24 -0400 Subject: [PATCH 053/105] fix(SqlLab): make icon placement even (#25372) --- .../src/SqlLab/components/SqlEditorLeftBar/index.tsx | 4 +++- .../src/SqlLab/components/TableElement/index.tsx | 5 +++++ 2 files changed, 8 insertions(+), 1 deletion(-) diff --git a/superset-frontend/src/SqlLab/components/SqlEditorLeftBar/index.tsx b/superset-frontend/src/SqlLab/components/SqlEditorLeftBar/index.tsx index 169acd82ced33..ef55e30ec6305 100644 --- a/superset-frontend/src/SqlLab/components/SqlEditorLeftBar/index.tsx +++ b/superset-frontend/src/SqlLab/components/SqlEditorLeftBar/index.tsx @@ -85,7 +85,9 @@ const collapseStyles = (theme: SupersetTheme) => css` padding: 0px ${theme.gridUnit * 4}px 0px 0px !important; } .ant-collapse-arrow { - top: ${theme.gridUnit * 2}px !important; + padding: 0 !important; + bottom: ${theme.gridUnit}px !important; + right: ${theme.gridUnit * 4}px !important; color: ${theme.colors.primary.dark1} !important; &:hover { color: ${theme.colors.primary.dark2} !important; diff --git a/superset-frontend/src/SqlLab/components/TableElement/index.tsx b/superset-frontend/src/SqlLab/components/TableElement/index.tsx index 979b9d85e9d5f..7a21331d99d0f 100644 --- a/superset-frontend/src/SqlLab/components/TableElement/index.tsx +++ b/superset-frontend/src/SqlLab/components/TableElement/index.tsx @@ -259,6 +259,11 @@ const TableElement = ({ table, ...props }: TableElementProps) => { display: flex; column-gap: ${theme.gridUnit * 1.5}px; margin-right: ${theme.gridUnit}px; + & span { + display: flex; + justify-content: center; + width: ${theme.gridUnit * 4}px; + } `} > {keyLink} From 1a759ce56d9d78f05c7903e0437e129721d78e8d Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Thu, 28 Sep 2023 10:58:13 -0600 Subject: [PATCH 054/105] build(deps): bump get-func-name from 2.0.0 to 2.0.2 in /superset-frontend/cypress-base (#25441) Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- superset-frontend/cypress-base/package-lock.json | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/superset-frontend/cypress-base/package-lock.json b/superset-frontend/cypress-base/package-lock.json index a389fc30a16ec..e28eb6079bb71 100644 --- a/superset-frontend/cypress-base/package-lock.json +++ b/superset-frontend/cypress-base/package-lock.json @@ -7481,9 +7481,9 @@ } }, "node_modules/get-func-name": { - "version": "2.0.0", - "resolved": "https://registry.npmjs.org/get-func-name/-/get-func-name-2.0.0.tgz", - "integrity": "sha512-Hm0ixYtaSZ/V7C8FJrtZIuBBI+iSgL+1Aq82zSu8VQNB4S3Gk8e7Qs3VwBDJAhmRZcFqkl3tQu36g/Foh5I5ig==", + "version": "2.0.2", + "resolved": "https://registry.npmjs.org/get-func-name/-/get-func-name-2.0.2.tgz", + "integrity": "sha512-8vXOvuE167CtIc3OyItco7N/dpRtBbYOsPsXCz7X/PMnlGjYjSGuZJgM1Y7mmew7BKf9BqvLX2tnOVy1BBUsxQ==", "engines": { "node": "*" } @@ -17953,9 +17953,9 @@ "integrity": "sha512-DyFP3BM/3YHTQOCUL/w0OZHR0lpKeGrxotcHWcqNEdnltqFwXVfhEBQ94eIo34AfQpo0rGki4cyIiftY06h2Fg==" }, "get-func-name": { - "version": "2.0.0", - "resolved": "https://registry.npmjs.org/get-func-name/-/get-func-name-2.0.0.tgz", - "integrity": "sha512-Hm0ixYtaSZ/V7C8FJrtZIuBBI+iSgL+1Aq82zSu8VQNB4S3Gk8e7Qs3VwBDJAhmRZcFqkl3tQu36g/Foh5I5ig==" + "version": "2.0.2", + "resolved": "https://registry.npmjs.org/get-func-name/-/get-func-name-2.0.2.tgz", + "integrity": "sha512-8vXOvuE167CtIc3OyItco7N/dpRtBbYOsPsXCz7X/PMnlGjYjSGuZJgM1Y7mmew7BKf9BqvLX2tnOVy1BBUsxQ==" }, "get-intrinsic": { "version": "1.1.1", From 7cf96cd8436c782090336ae8a9581bd3898a4e6a Mon Sep 17 00:00:00 2001 From: "Michael S. Molina" <70410625+michael-s-molina@users.noreply.github.com> Date: Thu, 28 Sep 2023 14:11:58 -0300 Subject: [PATCH 055/105] fix: Duplicate items when pasting into Select (#25447) --- .../components/Select/AsyncSelect.test.tsx | 39 +++++++++++++++++++ .../src/components/Select/AsyncSelect.tsx | 26 ++++++++++--- .../src/components/Select/Select.test.tsx | 39 +++++++++++++++++++ .../src/components/Select/Select.tsx | 33 ++++++++++++---- .../src/components/Select/utils.tsx | 28 +++++++------ 5 files changed, 141 insertions(+), 24 deletions(-) diff --git a/superset-frontend/src/components/Select/AsyncSelect.test.tsx b/superset-frontend/src/components/Select/AsyncSelect.test.tsx index b964f48ee78ab..e49f00be537aa 100644 --- a/superset-frontend/src/components/Select/AsyncSelect.test.tsx +++ b/superset-frontend/src/components/Select/AsyncSelect.test.tsx @@ -858,6 +858,45 @@ test('does not duplicate options when using numeric values', async () => { await waitFor(() => expect(getAllSelectOptions().length).toBe(1)); }); +test('pasting an existing option does not duplicate it', async () => { + const options = jest.fn(async () => ({ + data: [OPTIONS[0]], + totalCount: 1, + })); + render(); + await open(); + const input = getElementByClassName('.ant-select-selection-search-input'); + const paste = createEvent.paste(input, { + clipboardData: { + getData: () => OPTIONS[0].label, + }, + }); + fireEvent(input, paste); + expect(await findAllSelectOptions()).toHaveLength(1); +}); + +test('pasting an existing option does not duplicate it in multiple mode', async () => { + const options = jest.fn(async () => ({ + data: [ + { label: 'John', value: 1 }, + { label: 'Liam', value: 2 }, + { label: 'Olivia', value: 3 }, + ], + totalCount: 3, + })); + render(); + await open(); + const input = getElementByClassName('.ant-select-selection-search-input'); + const paste = createEvent.paste(input, { + clipboardData: { + getData: () => 'John,Liam,Peter', + }, + }); + fireEvent(input, paste); + // Only Peter should be added + expect(await findAllSelectOptions()).toHaveLength(4); +}); + /* TODO: Add tests that require scroll interaction. Needs further investigation. - Fetches more data when scrolling and more data is available diff --git a/superset-frontend/src/components/Select/AsyncSelect.tsx b/superset-frontend/src/components/Select/AsyncSelect.tsx index 320d6ec3bdb47..20de7bb5911c0 100644 --- a/superset-frontend/src/components/Select/AsyncSelect.tsx +++ b/superset-frontend/src/components/Select/AsyncSelect.tsx @@ -49,6 +49,8 @@ import { dropDownRenderHelper, handleFilterOptionHelper, mapOptions, + getOption, + isObject, } from './utils'; import { AsyncSelectProps, @@ -523,19 +525,33 @@ const AsyncSelect = forwardRef( [ref], ); + const getPastedTextValue = useCallback( + (text: string) => { + const option = getOption(text, fullSelectOptions, true); + const value: AntdLabeledValue = { + label: text, + value: text, + }; + if (option) { + value.label = isObject(option) ? option.label : option; + value.value = isObject(option) ? option.value! : option; + } + return value; + }, + [fullSelectOptions], + ); + const onPaste = (e: ClipboardEvent) => { const pastedText = e.clipboardData.getData('text'); if (isSingleMode) { - setSelectValue({ label: pastedText, value: pastedText }); + setSelectValue(getPastedTextValue(pastedText)); } else { const token = tokenSeparators.find(token => pastedText.includes(token)); const array = token ? uniq(pastedText.split(token)) : [pastedText]; + const values = array.map(item => getPastedTextValue(item)); setSelectValue(previous => [ ...((previous || []) as AntdLabeledValue[]), - ...array.map(value => ({ - label: value, - value, - })), + ...values, ]); } }; diff --git a/superset-frontend/src/components/Select/Select.test.tsx b/superset-frontend/src/components/Select/Select.test.tsx index 2b204cec1cd52..52e566df177ad 100644 --- a/superset-frontend/src/components/Select/Select.test.tsx +++ b/superset-frontend/src/components/Select/Select.test.tsx @@ -972,6 +972,45 @@ test('does not duplicate options when using numeric values', async () => { await waitFor(() => expect(getAllSelectOptions().length).toBe(1)); }); +test('pasting an existing option does not duplicate it', async () => { + render(, + ); + await open(); + const input = getElementByClassName('.ant-select-selection-search-input'); + const paste = createEvent.paste(input, { + clipboardData: { + getData: () => 'John,Liam,Peter', + }, + }); + fireEvent(input, paste); + // Only Peter should be added + expect(await findAllSelectOptions()).toHaveLength(4); +}); + /* TODO: Add tests that require scroll interaction. Needs further investigation. - Fetches more data when scrolling and more data is available diff --git a/superset-frontend/src/components/Select/Select.tsx b/superset-frontend/src/components/Select/Select.tsx index 89c62ef8bd98f..907850a456fe5 100644 --- a/superset-frontend/src/components/Select/Select.tsx +++ b/superset-frontend/src/components/Select/Select.tsx @@ -51,6 +51,8 @@ import { mapValues, mapOptions, hasCustomLabels, + getOption, + isObject, } from './utils'; import { RawValue, SelectOptionsType, SelectProps } from './types'; import { @@ -530,27 +532,42 @@ const Select = forwardRef( actualMaxTagCount -= 1; } + const getPastedTextValue = useCallback( + (text: string) => { + const option = getOption(text, fullSelectOptions, true); + if (labelInValue) { + const value: AntdLabeledValue = { + label: text, + value: text, + }; + if (option) { + value.label = isObject(option) ? option.label : option; + value.value = isObject(option) ? option.value! : option; + } + return value; + } + return option ? (isObject(option) ? option.value! : option) : text; + }, + [fullSelectOptions, labelInValue], + ); + const onPaste = (e: ClipboardEvent) => { const pastedText = e.clipboardData.getData('text'); if (isSingleMode) { - setSelectValue( - labelInValue ? { label: pastedText, value: pastedText } : pastedText, - ); + setSelectValue(getPastedTextValue(pastedText)); } else { const token = tokenSeparators.find(token => pastedText.includes(token)); const array = token ? uniq(pastedText.split(token)) : [pastedText]; + const values = array.map(item => getPastedTextValue(item)); if (labelInValue) { setSelectValue(previous => [ ...((previous || []) as AntdLabeledValue[]), - ...array.map(value => ({ - label: value, - value, - })), + ...(values as AntdLabeledValue[]), ]); } else { setSelectValue(previous => [ ...((previous || []) as string[]), - ...array, + ...(values as string[]), ]); } } diff --git a/superset-frontend/src/components/Select/utils.tsx b/superset-frontend/src/components/Select/utils.tsx index 7de201caeb6a7..0b638f4f0128f 100644 --- a/superset-frontend/src/components/Select/utils.tsx +++ b/superset-frontend/src/components/Select/utils.tsx @@ -49,27 +49,33 @@ export function getValue( return isLabeledValue(option) ? option.value : option; } -export function hasOption( +export function getOption( value: V, options?: V | LabeledValue | (V | LabeledValue)[], checkLabel = false, -): boolean { +): V | LabeledValue { const optionsArray = ensureIsArray(options); // When comparing the values we use the equality // operator to automatically convert different types - return ( - optionsArray.find( - x => + return optionsArray.find( + x => + // eslint-disable-next-line eqeqeq + x == value || + (isObject(x) && // eslint-disable-next-line eqeqeq - x == value || - (isObject(x) && - // eslint-disable-next-line eqeqeq - (('value' in x && x.value == value) || - (checkLabel && 'label' in x && x.label === value))), - ) !== undefined + (('value' in x && x.value == value) || + (checkLabel && 'label' in x && x.label === value))), ); } +export function hasOption( + value: V, + options?: V | LabeledValue | (V | LabeledValue)[], + checkLabel = false, +): boolean { + return getOption(value, options, checkLabel) !== undefined; +} + /** * It creates a comparator to check for a specific property. * Can be used with string and number property values. From e83a76a58642018aa93ae5bef509a42cabdec980 Mon Sep 17 00:00:00 2001 From: Gyuil Han Date: Fri, 29 Sep 2023 21:02:44 +0900 Subject: [PATCH 056/105] fix: update the SQLAlchemy model definition at json column for Log table (#25445) --- superset/models/core.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/superset/models/core.py b/superset/models/core.py index a193260fdd28d..332e5bb513f31 100755 --- a/superset/models/core.py +++ b/superset/models/core.py @@ -987,7 +987,7 @@ class Log(Model): # pylint: disable=too-few-public-methods user_id = Column(Integer, ForeignKey("ab_user.id")) dashboard_id = Column(Integer) slice_id = Column(Integer) - json = Column(Text) + json = Column(utils.MediumText()) user = relationship( security_manager.user_model, backref="logs", foreign_keys=[user_id] ) From b9b557a7618f9a23e1d599ddafdbf7bfd982a6fd Mon Sep 17 00:00:00 2001 From: Celalettin Calis Date: Fri, 29 Sep 2023 15:19:03 +0300 Subject: [PATCH 057/105] fix(helm chart): set chart appVersion to 3.0.0 (#25373) --- helm/superset/Chart.yaml | 4 ++-- helm/superset/README.md | 2 +- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/helm/superset/Chart.yaml b/helm/superset/Chart.yaml index 0096481069247..2aa2bc49a3178 100644 --- a/helm/superset/Chart.yaml +++ b/helm/superset/Chart.yaml @@ -15,7 +15,7 @@ # limitations under the License. # apiVersion: v2 -appVersion: "3.0" +appVersion: "3.0.0" description: Apache Superset is a modern, enterprise-ready business intelligence web application name: superset icon: https://artifacthub.io/image/68c1d717-0e97-491f-b046-754e46f46922@2x @@ -29,7 +29,7 @@ maintainers: - name: craig-rueda email: craig@craigrueda.com url: https://github.com/craig-rueda -version: 0.10.8 +version: 0.10.9 dependencies: - name: postgresql version: 12.1.6 diff --git a/helm/superset/README.md b/helm/superset/README.md index 0d69b9389cf11..573a3591c94e0 100644 --- a/helm/superset/README.md +++ b/helm/superset/README.md @@ -23,7 +23,7 @@ NOTE: This file is generated by helm-docs: https://github.com/norwoodj/helm-docs # superset -![Version: 0.10.8](https://img.shields.io/badge/Version-0.10.8-informational?style=flat-square) +![Version: 0.10.9](https://img.shields.io/badge/Version-0.10.9-informational?style=flat-square) Apache Superset is a modern, enterprise-ready business intelligence web application From 041197b6df52c24319cfce32c3052da25b824bc4 Mon Sep 17 00:00:00 2001 From: Josh Soref <2119212+jsoref@users.noreply.github.com> Date: Fri, 29 Sep 2023 09:51:14 -0400 Subject: [PATCH 058/105] chore(docs): Spelling (#25453) Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com> --- docs/docs/api.mdx | 2 +- docs/docs/contributing/translations.mdx | 2 +- .../docs/contributing/types-of-contributions.mdx | 4 ++-- .../creating-your-first-dashboard.mdx | 2 +- docs/docs/databases/snowflake.mdx | 2 +- docs/docs/databases/sql-server.mdx | 2 +- .../installing-superset-using-docker-compose.mdx | 2 +- docs/docs/installation/setup-ssh-tunneling.mdx | 2 +- docs/docs/miscellaneous/chart-params.mdx | 16 ++++++++-------- docs/docs/miscellaneous/issue-codes.mdx | 2 +- 10 files changed, 18 insertions(+), 18 deletions(-) diff --git a/docs/docs/api.mdx b/docs/docs/api.mdx index 762b0c180476d..fb3572eb376fc 100644 --- a/docs/docs/api.mdx +++ b/docs/docs/api.mdx @@ -15,7 +15,7 @@ import { Alert } from 'antd'; Superset's public **REST API** follows the [OpenAPI specification](https://swagger.io/specification/), and is -documented here. The docs bellow are generated using +documented here. The docs below are generated using [Swagger React UI](https://www.npmjs.com/package/swagger-ui-react). /LC_MESSAGES/messages.po`, or even create a dictionary for a new language altogether. diff --git a/docs/docs/creating-charts-dashboards/creating-your-first-dashboard.mdx b/docs/docs/creating-charts-dashboards/creating-your-first-dashboard.mdx index f8a1c8d851ad1..a02c9a4ece46b 100644 --- a/docs/docs/creating-charts-dashboards/creating-your-first-dashboard.mdx +++ b/docs/docs/creating-charts-dashboards/creating-your-first-dashboard.mdx @@ -40,7 +40,7 @@ Then select your database type in the resulting modal: {" "}

Once you've selected a database, you can configure a number of advanced options in this window, -or for the purposes of this this walkthrough, you can click the link below all these fields: +or for the purposes of this walkthrough, you can click the link below all these fields: {" "}

diff --git a/docs/docs/databases/snowflake.mdx b/docs/docs/databases/snowflake.mdx index dd5deb1aaa068..b4ce74af7e59c 100644 --- a/docs/docs/databases/snowflake.mdx +++ b/docs/docs/databases/snowflake.mdx @@ -40,7 +40,7 @@ button in the Create or Edit Database dialog, user/role credentials are validate is not authorized to access the database, an error is recorded in the Superset logs. And if you want connect Snowflake with [Key Pair Authentication](https://docs.snowflake.com/en/user-guide/key-pair-auth.html#step-6-configure-the-snowflake-client-to-use-key-pair-authentication). -Plase make sure you have the key pair and the public key is registered in Snowflake. +Please make sure you have the key pair and the public key is registered in Snowflake. To connect Snowflake with Key Pair Authentication, you need to add the following parameters to "SECURE EXTRA" field. ***Please note that you need to merge multi-line private key content to one line and insert `\n` between each line*** diff --git a/docs/docs/databases/sql-server.mdx b/docs/docs/databases/sql-server.mdx index 8b7c833c8d6b3..ca7a915698c73 100644 --- a/docs/docs/databases/sql-server.mdx +++ b/docs/docs/databases/sql-server.mdx @@ -19,5 +19,5 @@ It is also possible to connect using [pyodbc](https://pypi.org/project/pyodbc) w The connection string for SQL Server looks like this: ``` -mssql+pyodbc:///?odbc_connect=Driver%3D%7BODBC+Driver+17+for+SQL+Server%7D%3BServer%3Dtcp%3A%3Cmy_server%3E%2C1433%3BDatabase%3Dmy_datasbase%3BUid%3Dmy_user_name%3BPwd%3Dmy_password%3BEncrypt%3Dyes%3BConnection+Timeout%3D30 +mssql+pyodbc:///?odbc_connect=Driver%3D%7BODBC+Driver+17+for+SQL+Server%7D%3BServer%3Dtcp%3A%3Cmy_server%3E%2C1433%3BDatabase%3Dmy_database%3BUid%3Dmy_user_name%3BPwd%3Dmy_password%3BEncrypt%3Dyes%3BConnection+Timeout%3D30 ``` diff --git a/docs/docs/installation/installing-superset-using-docker-compose.mdx b/docs/docs/installation/installing-superset-using-docker-compose.mdx index 46c50d2524a0a..e7c1cde63d0a7 100644 --- a/docs/docs/installation/installing-superset-using-docker-compose.mdx +++ b/docs/docs/installation/installing-superset-using-docker-compose.mdx @@ -103,7 +103,7 @@ The following is for users who want to configure how Superset runs in Docker Com You can install additional python packages and apply config overrides by following the steps mentioned in [docker/README.md](https://github.com/apache/superset/tree/master/docker#configuration) -You can configure the Docker Compose environment varirables for dev and non-dev mode with `docker/.env` and `docker/.env-non-dev` respectively. These environment files set the environment for most containers in the Docker Compose setup, and some variables affect multiple containers and others only single ones. +You can configure the Docker Compose environment variables for dev and non-dev mode with `docker/.env` and `docker/.env-non-dev` respectively. These environment files set the environment for most containers in the Docker Compose setup, and some variables affect multiple containers and others only single ones. One important variable is `SUPERSET_LOAD_EXAMPLES` which determines whether the `superset_init` container will populate example data and visualizations into the metadata database. These examples are helpful for learning and testing out Superset but unnecessary for experienced users and production deployments. The loading process can sometimes take a few minutes and a good amount of CPU, so you may want to disable it on a resource-constrained device. diff --git a/docs/docs/installation/setup-ssh-tunneling.mdx b/docs/docs/installation/setup-ssh-tunneling.mdx index b245a77533412..859feaab0c4b7 100644 --- a/docs/docs/installation/setup-ssh-tunneling.mdx +++ b/docs/docs/installation/setup-ssh-tunneling.mdx @@ -15,7 +15,7 @@ version: 1 2. Create database w/ ssh tunnel enabled - With the feature flag enabled you should now see ssh tunnel toggle. - Click the toggle to enables ssh tunneling and add your credentials accordingly. - - Superset allows for 2 different type authenticaion (Basic + Private Key). These credentials should come from your service provider. + - Superset allows for 2 different type authentication (Basic + Private Key). These credentials should come from your service provider. 3. Verify data is flowing - Once SSH tunneling has been enabled, go to SQL Lab and write a query to verify data is properly flowing. diff --git a/docs/docs/miscellaneous/chart-params.mdx b/docs/docs/miscellaneous/chart-params.mdx index 1cdf726e39470..042e79ccba5f6 100644 --- a/docs/docs/miscellaneous/chart-params.mdx +++ b/docs/docs/miscellaneous/chart-params.mdx @@ -15,14 +15,14 @@ Note not all fields are correctly categorized. The fields vary based on visualiz ### Datasource & Chart Type -| Field | Type | Notes | -| ----------------- | -------- | ----------------------------------- | -| `database_name` | _string_ | _Deprecated?_ | -| `datasource` | _string_ | `__` | -| `datasource_id` | _string_ | _Deprecated?_ See `datasource` | -| `datasource_name` | _string_ | _Deprecated?_ | -| `datasource_type` | _string_ | _Deprecated?_ See `datasource` | -| `viz_type` | _string_ | The **Visualization Type** widget | +| Field | Type | Notes | +| ----------------- | -------- | ------------------------------------ | +| `database_name` | _string_ | _Deprecated?_ | +| `datasource` | _string_ | `__` | +| `datasource_id` | _string_ | _Deprecated?_ See `datasource` | +| `datasource_name` | _string_ | _Deprecated?_ | +| `datasource_type` | _string_ | _Deprecated?_ See `datasource` | +| `viz_type` | _string_ | The **Visualization Type** widget | ### Time diff --git a/docs/docs/miscellaneous/issue-codes.mdx b/docs/docs/miscellaneous/issue-codes.mdx index c8e80917f688f..688b6d893afaf 100644 --- a/docs/docs/miscellaneous/issue-codes.mdx +++ b/docs/docs/miscellaneous/issue-codes.mdx @@ -264,7 +264,7 @@ The database might be under heavy load, running too many queries. Please try aga ## Issue 1028 ``` -One or more parameters specified in the query are malformatted. +One or more parameters specified in the query are malformed. ``` The query contains one or more malformed template parameters. Please check your query and confirm that all template parameters are surround by double braces, for example, "{{ ds }}". Then, try running your query again. From 3e0c70d0189f4fcc03d2a88bf6ec7315b0a0d28a Mon Sep 17 00:00:00 2001 From: Josh Soref <2119212+jsoref@users.noreply.github.com> Date: Fri, 29 Sep 2023 12:34:04 -0400 Subject: [PATCH 059/105] chore(misc): Spelling (#25456) Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com> --- .github/CODEOWNERS | 2 +- .github/ISSUE_TEMPLATE/sip.md | 2 +- .github/workflows/chromatic-master.yml | 2 +- .github/workflows/codecov.sh | 4 +- .github/workflows/prefer-typescript.yml | 4 +- CHANGELOG.md | 66 +++++++++---------- CONTRIBUTING.md | 26 ++++---- RELEASING/README.md | 4 +- RELEASING/release-notes-2-0/README.md | 4 +- RELEASING/release-notes-2-0/changelog.md | 12 ++-- UPDATING.md | 12 ++-- .../examples-init.sh | 2 +- scripts/generate_frontend_ts_tasklist.js | 4 +- superset-embedded-sdk/CONTRIBUTING.md | 2 +- 14 files changed, 73 insertions(+), 73 deletions(-) diff --git a/.github/CODEOWNERS b/.github/CODEOWNERS index a8c00eb7d8e73..d49c1e4a86c3b 100644 --- a/.github/CODEOWNERS +++ b/.github/CODEOWNERS @@ -24,6 +24,6 @@ /superset-frontend/cypress-base/ @jinghua-qa @geido @eschutho @rusackas @betodealmeida -# Notify PMC members of changes to Github Actions +# Notify PMC members of changes to GitHub Actions /.github/ @villebro @geido @eschutho @rusackas @betodealmeida @nytai @mistercrunch @craig-rueda @john-bodley @kgabryje diff --git a/.github/ISSUE_TEMPLATE/sip.md b/.github/ISSUE_TEMPLATE/sip.md index c01e7b1ab7d77..d4ecc6083a5bf 100644 --- a/.github/ISSUE_TEMPLATE/sip.md +++ b/.github/ISSUE_TEMPLATE/sip.md @@ -3,7 +3,7 @@ name: SIP about: "Superset Improvement Proposal. See [here](https://github.com/apache/superset/issues/5602) for details." labels: sip title: "[SIP] Your Title Here (do not add SIP number)" -asignees: "apache/superset-committers" +assignees: "apache/superset-committers" --- *Please make sure you are familiar with the SIP process documented* diff --git a/.github/workflows/chromatic-master.yml b/.github/workflows/chromatic-master.yml index 11e07e6c5ab3e..efdbfec2f65bb 100644 --- a/.github/workflows/chromatic-master.yml +++ b/.github/workflows/chromatic-master.yml @@ -1,5 +1,5 @@ # .github/workflows/chromatic.yml -# seee https://www.chromatic.com/docs/github-actions +# see https://www.chromatic.com/docs/github-actions # # Licensed to the Apache Software Foundation (ASF) under one or more # contributor license agreements. See the NOTICE file distributed with diff --git a/.github/workflows/codecov.sh b/.github/workflows/codecov.sh index fa80d246a38ca..75c13b7643af2 100755 --- a/.github/workflows/codecov.sh +++ b/.github/workflows/codecov.sh @@ -174,7 +174,7 @@ cat << EOF -c Move discovered coverage reports to the trash -z FILE Upload specified file directly to Codecov and bypass all report generation. - This is inteded to be used only with a pre-formatted Codecov report and is not + This is intended to be used only with a pre-formatted Codecov report and is not expected to work under any other circumstances. -Z Exit with 1 if not successful. Default will Exit with 0 @@ -1152,7 +1152,7 @@ fi if [ "$ft_search" = "1" ]; then - # detect bower comoponents location + # detect bower components location bower_components="bower_components" bower_rc=$(cd "$git_root" && cat .bowerrc 2>/dev/null || echo "") if [ "$bower_rc" != "" ]; diff --git a/.github/workflows/prefer-typescript.yml b/.github/workflows/prefer-typescript.yml index 49ab90fb6f92a..a1e75c73d422a 100644 --- a/.github/workflows/prefer-typescript.yml +++ b/.github/workflows/prefer-typescript.yml @@ -1,4 +1,4 @@ -name: Prefer Typescript +name: Prefer TypeScript on: push: @@ -9,7 +9,7 @@ on: jobs: prefer_typescript: if: github.ref == 'ref/heads/master' && github.event_name == 'pull_request' - name: Prefer Typescript + name: Prefer TypeScript runs-on: ubuntu-latest permissions: contents: read diff --git a/CHANGELOG.md b/CHANGELOG.md index 976cacced938b..c6ea7cb852953 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -63,7 +63,7 @@ under the License. - [#24197](https://github.com/apache/superset/pull/24197) chore(pre-commit): Add pyupgrade and pycln hooks (@john-bodley) - [#24127](https://github.com/apache/superset/pull/24127) chore: Embrace the walrus operator (@john-bodley) - [#24020](https://github.com/apache/superset/pull/24020) feat: Cross filters scoping (@kgabryje) -- [#23942](https://github.com/apache/superset/pull/23942) fix: update migration chart_ds_constraint to have seperate batch op (@hughhhh) +- [#23942](https://github.com/apache/superset/pull/23942) fix: update migration chart_ds_constraint to have separate batch op (@hughhhh) - [#23925](https://github.com/apache/superset/pull/23925) fix(migration): add log for values unseen in `Slice.datasource_type` (@hughhhh) - [#23614](https://github.com/apache/superset/pull/23614) chore: add check constraint to restrict `Slice` models datasource_type != "table" (@hughhhh) - [#23650](https://github.com/apache/superset/pull/23650) fix(migration): Only attempt to drop types if they exist (@jfrag1) @@ -96,7 +96,7 @@ under the License. - [#24345](https://github.com/apache/superset/pull/24345) feat: Convert ENABLE_BROAD_ACTIVITY_ACCESS and MENU_HIDE_USER_INFO into feature flags (@michael-s-molina) - [#23943](https://github.com/apache/superset/pull/23943) feat: Removes the preset-chart-xy plugin (@michael-s-molina) - [#23933](https://github.com/apache/superset/pull/23933) feat: Removes the Multiple Line Charts (@michael-s-molina) -- [#24237](https://github.com/apache/superset/pull/24237) feat: support complex types and use get_columns implementation of starrrocks python client (@miomiocat) +- [#24237](https://github.com/apache/superset/pull/24237) feat: support complex types and use get_columns implementation of starrocks python client (@miomiocat) - [#24205](https://github.com/apache/superset/pull/24205) feat(sqllab): SQLEditor Extension (@Antonio-RiveroMartnez) - [#24232](https://github.com/apache/superset/pull/24232) feat(flags): enabling and deprecating a few feature flags (@rusackas) - [#24191](https://github.com/apache/superset/pull/24191) feat: extension hook for DB delete (@betodealmeida) @@ -167,7 +167,7 @@ under the License. - [#23138](https://github.com/apache/superset/pull/23138) feat: Cross Filters in FilterBar (@geido) - [#23099](https://github.com/apache/superset/pull/23099) feat(ssh_tunnel): Import/Export Databases with SSHTunnel credentials (@Antonio-RiveroMartnez) - [#23141](https://github.com/apache/superset/pull/23141) feat(dashboard): Add cross filter from context menu (@kgabryje) -- [#22886](https://github.com/apache/superset/pull/22886) feat: Enable cross fitlers in WorldMap and Graph charts (@kgabryje) +- [#22886](https://github.com/apache/superset/pull/22886) feat: Enable cross filters in WorldMap and Graph charts (@kgabryje) - [#23143](https://github.com/apache/superset/pull/23143) feat: return UUID on database creation (@betodealmeida) - [#20876](https://github.com/apache/superset/pull/20876) feat: Frontend tagging (@cccs-RyanK) @@ -279,7 +279,7 @@ under the License. - [#24567](https://github.com/apache/superset/pull/24567) fix: remove underscore from builtin_time_grains label (@cnabro) - [#24608](https://github.com/apache/superset/pull/24608) fix: Incorrect dependency between filters related feature flags (@michael-s-molina) - [#24612](https://github.com/apache/superset/pull/24612) fix(report): edit without custom width (@betodealmeida) -- [#24552](https://github.com/apache/superset/pull/24552) fix(ssh): Editting Database w/ SSH Tunneling (@hughhhh) +- [#24552](https://github.com/apache/superset/pull/24552) fix(ssh): Editing Database w/ SSH Tunneling (@hughhhh) - [#24556](https://github.com/apache/superset/pull/24556) fix: set max version for pyocient (@jwilliams-ocient) - [#24129](https://github.com/apache/superset/pull/24129) fix: Bump prophet, re-enable tests, and remedy column eligibility logic (@john-bodley) - [#24593](https://github.com/apache/superset/pull/24593) fix: Clicking on a tag in the dashboard and charts lists does not work (@michael-s-molina) @@ -333,7 +333,7 @@ under the License. - [#24279](https://github.com/apache/superset/pull/24279) fix(migrations): Fixing cross filter migration (@craig-rueda) - [#24256](https://github.com/apache/superset/pull/24256) fix: enable strong session protection by default (@dpgaspar) - [#23562](https://github.com/apache/superset/pull/23562) fix(docs): Update databricks.mdx with correct pip package name (@amosdoublec) -- [#24217](https://github.com/apache/superset/pull/24217) fix: Typescript warnings when importing types (@michael-s-molina) +- [#24217](https://github.com/apache/superset/pull/24217) fix: TypeScript warnings when importing types (@michael-s-molina) - [#24222](https://github.com/apache/superset/pull/24222) fix(helm): Use correct default hostnames for postgres and redis (@NickLarsenNZ) - [#24242](https://github.com/apache/superset/pull/24242) fix(dataset-api): allow undefined schema in post (@villebro) - [#24207](https://github.com/apache/superset/pull/24207) fix: removing problematic "formattable" tag (@rusackas) @@ -367,7 +367,7 @@ under the License. - [#23892](https://github.com/apache/superset/pull/23892) fix(sql-editor): Fix run stop button color to improve usability (@curious86) - [#23909](https://github.com/apache/superset/pull/23909) fix: remove feature flag for tags on Dashboard API for `Tags` (@hughhhh) - [#23881](https://github.com/apache/superset/pull/23881) fix(native-filters): Address spelling mistakes (@john-bodley) -- [#23778](https://github.com/apache/superset/pull/23778) fix(chart): scrollbar keep flusing on and off (@justinpark) +- [#23778](https://github.com/apache/superset/pull/23778) fix(chart): scrollbar keep flushing on and off (@justinpark) - [#23868](https://github.com/apache/superset/pull/23868) fix: move dynamic schema out of base Postgres class (@hughhhh) - [#23702](https://github.com/apache/superset/pull/23702) fix: npm run dev-server error resolved (@Abhishek-kumar-samsung) - [#23872](https://github.com/apache/superset/pull/23872) fix(dremio): query with alias (@betodealmeida) @@ -538,7 +538,7 @@ under the License. - [#24504](https://github.com/apache/superset/pull/24504) build(docker): simplification of assembly to facilitate further support (@alekseyolg) - [#24503](https://github.com/apache/superset/pull/24503) chore: update ansi-regex (@hughhhh) - [#24489](https://github.com/apache/superset/pull/24489) chore(sqllab): add extra_json on tabstate (@justinpark) -- [#24497](https://github.com/apache/superset/pull/24497) build(docker): pin the underlying debain base image (@boenshao) +- [#24497](https://github.com/apache/superset/pull/24497) build(docker): pin the underlying debian base image (@boenshao) - [#24371](https://github.com/apache/superset/pull/24371) chore(sqllab): Remove table metadata from state (@justinpark) - [#24443](https://github.com/apache/superset/pull/24443) build(deps-dev): bump eslint from 8.42.0 to 8.43.0 in /superset-websocket (@dependabot[bot]) - [#24454](https://github.com/apache/superset/pull/24454) build(deps-dev): bump @typescript-eslint/eslint-plugin from 5.59.11 to 5.60.0 in /superset-websocket (@dependabot[bot]) @@ -839,7 +839,7 @@ under the License. - [#23582](https://github.com/apache/superset/pull/23582) fix(dash import): Ensure old datasource ids are not referenced in imported charts (@jfrag1) - [#23506](https://github.com/apache/superset/pull/23506) fix(generic-x-axis): skip initial time filter for legacy charts (@villebro) - [#23507](https://github.com/apache/superset/pull/23507) fix(legacy-plugin-chart-heatmap): fix adhoc column tooltip (@villebro) -- [#23441](https://github.com/apache/superset/pull/23441) fix(chart): non existent time grain no longer breaks the application (@rdubois) +- [#23441](https://github.com/apache/superset/pull/23441) fix(chart): nonexistent time grain no longer breaks the application (@rdubois) - [#23393](https://github.com/apache/superset/pull/23393) fix(Pivot Table v2): resolved full width issue (@AkashBoora) - [#22851](https://github.com/apache/superset/pull/22851) fix: Validate jinja rendered query (@geido) @@ -955,7 +955,7 @@ under the License. - [#22031](https://github.com/apache/superset/pull/22031) feat: Adds more customization properties to DropdownContainer (@michael-s-molina) - [#22004](https://github.com/apache/superset/pull/22004) feat(dashboard): Support changing filter bar location (@kgabryje) - [#21974](https://github.com/apache/superset/pull/21974) feat: Adds the DropdownContainer component (@michael-s-molina) -- [#21767](https://github.com/apache/superset/pull/21767) feat: support mulitple temporal filters in AdhocFilter and move the Time Section away (@zhaoyongjie) +- [#21767](https://github.com/apache/superset/pull/21767) feat: support multiple temporal filters in AdhocFilter and move the Time Section away (@zhaoyongjie) - [#21955](https://github.com/apache/superset/pull/21955) feat: Selectable dropdown triggered by icon component (@geido) - [#21931](https://github.com/apache/superset/pull/21931) feat(reports): execute as other than selenium user (@villebro) - [#21806](https://github.com/apache/superset/pull/21806) feat(helm): Support for flower and websocket containers (@Yann-J) @@ -1032,7 +1032,7 @@ under the License. - [#20891](https://github.com/apache/superset/pull/20891) feat: Adds drill to detail context menu for ECharts visualizations (@michael-s-molina) - [#20567](https://github.com/apache/superset/pull/20567) feat(helm): add liveness and readiness for deployment webserver (@jplanckeel) - [#20990](https://github.com/apache/superset/pull/20990) feat: per-db add metrics (@betodealmeida) -- [#21008](https://github.com/apache/superset/pull/21008) feat: supports mulitple filters in samples endpoint (@zhaoyongjie) +- [#21008](https://github.com/apache/superset/pull/21008) feat: supports multiple filters in samples endpoint (@zhaoyongjie) - [#20945](https://github.com/apache/superset/pull/20945) feat: useReducer for dataset creation (@AAfghahi) - [#20835](https://github.com/apache/superset/pull/20835) feat: add 'dashboard.nav.right' extension to registry (@samtfm) - [#20416](https://github.com/apache/superset/pull/20416) feat(embedded-SDK): enable CSV download (@lilykuang) @@ -1065,7 +1065,7 @@ under the License. - [#20017](https://github.com/apache/superset/pull/20017) feat: hack db connection modal ctabtns (@pkdotson) - [#20586](https://github.com/apache/superset/pull/20586) feat: drop missing columns control (@zhaoyongjie) - [#19520](https://github.com/apache/superset/pull/19520) feat(deck.gl): add color range for deck.gl 3D chart (@stephenLYZ) -- [#20512](https://github.com/apache/superset/pull/20512) feat(sql lab): Save Dataset Modal Autocomplete should display list when overwritting (@Antonio-RiveroMartnez) +- [#20512](https://github.com/apache/superset/pull/20512) feat(sql lab): Save Dataset Modal Autocomplete should display list when overwriting (@Antonio-RiveroMartnez) - [#20575](https://github.com/apache/superset/pull/20575) feat: add extension point to the top of welcome page (@lilykuang) - [#20579](https://github.com/apache/superset/pull/20579) feat: apply standardized form data to deckgl (@zhaoyongjie) - [#20514](https://github.com/apache/superset/pull/20514) feat: add extension point to the right side of the menu bar (@samtfm) @@ -1158,7 +1158,7 @@ under the License. - [#22671](https://github.com/apache/superset/pull/22671) fix: remove whitespace from http_path for databricks (@eschutho) - [#22716](https://github.com/apache/superset/pull/22716) fix(helm): remove config overrides for CSRF (@reidab) - [#22693](https://github.com/apache/superset/pull/22693) fix(explore): Restore missing dataset states (@codyml) -- [#22720](https://github.com/apache/superset/pull/22720) fix: bootstraping frontend (@cdreier) +- [#22720](https://github.com/apache/superset/pull/22720) fix: bootstrapping frontend (@cdreier) - [#22709](https://github.com/apache/superset/pull/22709) fix: Spacing in alert modal (@lyndsiWilliams) - [#22688](https://github.com/apache/superset/pull/22688) fix: alert modal bug fix (@AAfghahi) - [#22462](https://github.com/apache/superset/pull/22462) fix(embed): fix server error due to breaking change on flask-login (@Usiel) @@ -1434,7 +1434,7 @@ under the License. - [#21025](https://github.com/apache/superset/pull/21025) fix: unable to show view as table modal (@zhaoyongjie) - [#21030](https://github.com/apache/superset/pull/21030) fix: making crossFilter.chartsInScope optional (@rusackas) - [#20970](https://github.com/apache/superset/pull/20970) fix: forwardRef warnings in selects (@michael-s-molina) -- [#21017](https://github.com/apache/superset/pull/21017) fix(plugin-echart-timeseries): legend trancated on show extra controls (@justinpark) +- [#21017](https://github.com/apache/superset/pull/21017) fix(plugin-echart-timeseries): legend truncated on show extra controls (@justinpark) - [#21016](https://github.com/apache/superset/pull/21016) fix(sqllab): result set min-height (@ktmud) - [#20999](https://github.com/apache/superset/pull/20999) fix: quick fix to rows returned in results (@AAfghahi) - [#20965](https://github.com/apache/superset/pull/20965) fix: save dataset and repopulate state (@eschutho) @@ -1767,7 +1767,7 @@ under the License. - [#22068](https://github.com/apache/superset/pull/22068) test: Fix act errors in DndColumnSelectControl tests (@corbinrobb) - [#22048](https://github.com/apache/superset/pull/22048) test: Fix act errors in DndMetricSelect test (@lyndsiWilliams) - [#22041](https://github.com/apache/superset/pull/22041) chore: Adds RTL tests to DropdownContainer (@michael-s-molina) -- [#21954](https://github.com/apache/superset/pull/21954) build: Mutli-stage build and slim image for websocket container (@Yann-J) +- [#21954](https://github.com/apache/superset/pull/21954) build: Multi-stage build and slim image for websocket container (@Yann-J) - [#22032](https://github.com/apache/superset/pull/22032) chore(dataset): enable reload for schema and table (@justinpark) - [#22015](https://github.com/apache/superset/pull/22015) refactor: Feature flags getter (@zhaoyongjie) - [#22002](https://github.com/apache/superset/pull/22002) refactor: clean up codes (@zhaoyongjie) @@ -1836,7 +1836,7 @@ under the License. - [#21566](https://github.com/apache/superset/pull/21566) docs: Turkey map already added (@rizacavus) - [#21565](https://github.com/apache/superset/pull/21565) chore(deps): bump moment-timezone from 0.5.33 to 0.5.37 in /superset-frontend (@dependabot[bot]) - [#21553](https://github.com/apache/superset/pull/21553) chore: Remove chromatic job per PR as it has errors (@eric-briscoe) -- [#21496](https://github.com/apache/superset/pull/21496) refactor: Rewrites ColorSchemeControl with Typescript (@michael-s-molina) +- [#21496](https://github.com/apache/superset/pull/21496) refactor: Rewrites ColorSchemeControl with TypeScript (@michael-s-molina) - [#21320](https://github.com/apache/superset/pull/21320) chore: refactor SqlEditor to functional component (@EugeneTorap) - [#21510](https://github.com/apache/superset/pull/21510) refactor: refine timestamp expr function (@zhaoyongjie) - [#21524](https://github.com/apache/superset/pull/21524) chore: should return if get a exception in Dashboard edit modal (@zhaoyongjie) @@ -1956,7 +1956,7 @@ under the License. - [#20612](https://github.com/apache/superset/pull/20612) chore(explore): update Explore icons and icon colors (@codyml) - [#20915](https://github.com/apache/superset/pull/20915) chore(test): Unskip Cypress test (@codyml) - [#20884](https://github.com/apache/superset/pull/20884) other(mypy): Enable warn_unused_ignores (@john-bodley) -- [#20690](https://github.com/apache/superset/pull/20690) chore: Remove unecessary code from async and sync select components (@cccs-RyanK) +- [#20690](https://github.com/apache/superset/pull/20690) chore: Remove unnecessary code from async and sync select components (@cccs-RyanK) - [#20669](https://github.com/apache/superset/pull/20669) chore: adding Bazaar Technologies to Superset Users (@umair-abro) - [#20786](https://github.com/apache/superset/pull/20786) chore(deps): bump terser from 5.9.0 to 5.14.2 in /docs (@dependabot[bot]) - [#20810](https://github.com/apache/superset/pull/20810) refactor: Improve performance regression introduced in #20473 (@john-bodley) @@ -2132,7 +2132,7 @@ under the License. - [#19898](https://github.com/apache/superset/pull/19898) feat: When editing the label/title in the Metrics popover, hitting Enter should save what you've typed (@diegomedina248) - [#16493](https://github.com/apache/superset/pull/16493) feat(plugin-chart-echarts): [feature-parity] support extra control for the area chart V2 (@stephenLYZ) - [#19855](https://github.com/apache/superset/pull/19855) feat(explore): Frontend implementation of dataset creation from infobox (@lyndsiWilliams) -- [#20165](https://github.com/apache/superset/pull/20165) feat: add modfied col and timezone info to schedule col (@pkdotson) +- [#20165](https://github.com/apache/superset/pull/20165) feat: add modified col and timezone info to schedule col (@pkdotson) - [#20144](https://github.com/apache/superset/pull/20144) feat: showing results pane in dashboard (@zhaoyongjie) - [#20242](https://github.com/apache/superset/pull/20242) feat: derived metrics use different line style (@zhaoyongjie) - [#20010](https://github.com/apache/superset/pull/20010) feat: standardized form_data (@zhaoyongjie) @@ -2188,7 +2188,7 @@ under the License. - [#19558](https://github.com/apache/superset/pull/19558) feat(explore): Redesign of Run/Save buttons (@kgabryje) - [#19650](https://github.com/apache/superset/pull/19650) feat(embedded): API get embedded dashboard config by uuid (@lilykuang) - [#19310](https://github.com/apache/superset/pull/19310) feat(CRUD): add new empty state (@stephenLYZ) -- [#19622](https://github.com/apache/superset/pull/19622) feat(plugin-chart-echarts): add aggregate total for the Pie/Donuct chart (@stephenLYZ) +- [#19622](https://github.com/apache/superset/pull/19622) feat(plugin-chart-echarts): add aggregate total for the Pie/Donut chart (@stephenLYZ) - [#19314](https://github.com/apache/superset/pull/19314) feat: Move Database Import option into DB Connection modal (@lyndsiWilliams) - [#19434](https://github.com/apache/superset/pull/19434) feat: deprecate old API and create new API for dashes created by me (@dpgaspar) - [#19482](https://github.com/apache/superset/pull/19482) feat: add success toast to alerts and reports (@pkdotson) @@ -2270,7 +2270,7 @@ under the License. - [#20204](https://github.com/apache/superset/pull/20204) fix: Fixes issue where results panel height was incorrect [sc-49045] (@eric-briscoe) - [#20235](https://github.com/apache/superset/pull/20235) fix: Box Plot Chart throws an error when the average (AVG) / SUM is being calculated on the Metrics (@diegomedina248) - [#20088](https://github.com/apache/superset/pull/20088) fix: datatype tracking issue on virtual dataset (@codemaster08240328) -- [#20220](https://github.com/apache/superset/pull/20220) fix: dashbaord unable to refresh (@zhaoyongjie) +- [#20220](https://github.com/apache/superset/pull/20220) fix: dashboard unable to refresh (@zhaoyongjie) - [#20228](https://github.com/apache/superset/pull/20228) fix: failed samples should throw exception (@zhaoyongjie) - [#20203](https://github.com/apache/superset/pull/20203) fix: move columns to datasource object for bootstrap data (@hughhhh) - [#20151](https://github.com/apache/superset/pull/20151) fix(csv): Ensure df_to_escaped_csv does not coerce integer columns to float (@john-bodley) @@ -2280,7 +2280,7 @@ under the License. - [#20206](https://github.com/apache/superset/pull/20206) fix(sql lab): SQL Lab Compile Query Delay (@diegomedina248) - [#20201](https://github.com/apache/superset/pull/20201) fix: unable to set destroyOnClose on ModalTrigger (@zhaoyongjie) - [#20186](https://github.com/apache/superset/pull/20186) fix(db): make to allow to show/hide the password when only creating (@prosdev0107) -- [#20127](https://github.com/apache/superset/pull/20127) fix(database): retrival of tables and views from schema for exasol backend (@Nicoretti) +- [#20127](https://github.com/apache/superset/pull/20127) fix(database): retrieval of tables and views from schema for exasol backend (@Nicoretti) - [#19899](https://github.com/apache/superset/pull/19899) fix: always create parameter json field (@pkdotson) - [#20173](https://github.com/apache/superset/pull/20173) fix: avoid while cycle in computeMaxFontSize for big Number run forever when css rule applied (@diegomedina248) - [#20086](https://github.com/apache/superset/pull/20086) fix(css): transparent linear gradient not working in safari (@stephenLYZ) @@ -2387,7 +2387,7 @@ under the License. - [#19570](https://github.com/apache/superset/pull/19570) fix: sqloxide optional (@betodealmeida) - [#19397](https://github.com/apache/superset/pull/19397) fix: weight tooltip issue (@codemaster08240328) - [#19313](https://github.com/apache/superset/pull/19313) fix(sql lab): increase the size of the action icons in the history tab (@diegomedina248) -- [#19039](https://github.com/apache/superset/pull/19039) fix(explore): clean data when hidding control (@stephenLYZ) +- [#19039](https://github.com/apache/superset/pull/19039) fix(explore): clean data when hiding control (@stephenLYZ) - [#19444](https://github.com/apache/superset/pull/19444) fix: Error Message is cut off in alerts & reports log page (@codemaster08240328) - [#19312](https://github.com/apache/superset/pull/19312) fix: adaptive formatting typo in explore dropdowns (@diegomedina248) - [#19534](https://github.com/apache/superset/pull/19534) fix(explore): Chart header icon paddings (@kgabryje) @@ -2556,7 +2556,7 @@ under the License. - [#19486](https://github.com/apache/superset/pull/19486) refactor: Removes the CSS files from the Treemap plugin (@michael-s-molina) - [#19488](https://github.com/apache/superset/pull/19488) refactor: Removes the CSS files from the Sunburst plugin (@michael-s-molina) - [#19490](https://github.com/apache/superset/pull/19490) chore: Add theme color to ParallelCoordinates (@geido) -- [#19442](https://github.com/apache/superset/pull/19442) chore: Remove FilterbaleTableStyles.less (@geido) +- [#19442](https://github.com/apache/superset/pull/19442) chore: Remove FilterableTableStyles.less (@geido) - [#19441](https://github.com/apache/superset/pull/19441) chore: Remove StyledQueryButton.less (@geido) - [#19473](https://github.com/apache/superset/pull/19473) refactor: Removes the CSS files from the Rose plugin (@michael-s-molina) - [#19466](https://github.com/apache/superset/pull/19466) chore: Removes hard-coded colors from legacy-plugin-chart-world-map (@michael-s-molina) @@ -2827,7 +2827,7 @@ under the License. - [#19716](https://github.com/apache/superset/pull/19716) fix: drop the first level of MultiIndex (@zhaoyongjie) - [#19688](https://github.com/apache/superset/pull/19688) fix(dashboard): Fix BigNumber causing dashboard to crash when overflowing (@kgabryje) - [#19664](https://github.com/apache/superset/pull/19664) fix(sql-lab): do not replace undefined schema with empty object (@villebro) -- [#19659](https://github.com/apache/superset/pull/19659) fix: time comparision (@zhaoyongjie) +- [#19659](https://github.com/apache/superset/pull/19659) fix: time comparison (@zhaoyongjie) - [#19553](https://github.com/apache/superset/pull/19553) fix(dataset): handle missing python_type gracefully (@villebro) - [#19612](https://github.com/apache/superset/pull/19612) fix(select): render when empty multiselect (@villebro) - [#19565](https://github.com/apache/superset/pull/19565) fix(sqla): apply jinja to metrics (@villebro) @@ -2856,7 +2856,7 @@ under the License. - [#19341](https://github.com/apache/superset/pull/19341) fix: Null values on Explore filter (@michael-s-molina) - [#19338](https://github.com/apache/superset/pull/19338) fix(docs): spelling (@ndbu) - [#19339](https://github.com/apache/superset/pull/19339) fix(embedded): download chart as image (@lilykuang) -- [#19327](https://github.com/apache/superset/pull/19327) fix(dashboard): Chart stuck in loading state when when datasets request and chart request fail (@kgabryje) +- [#19327](https://github.com/apache/superset/pull/19327) fix(dashboard): Chart stuck in loading state when datasets request and chart request fail (@kgabryje) - [#19316](https://github.com/apache/superset/pull/19316) fix(explore): make to convert null to N/A in view results (@prosdev0107) - [#19326](https://github.com/apache/superset/pull/19326) fix: regression on Select component when handling null values (@diegomedina248) - [#18741](https://github.com/apache/superset/pull/18741) fix(dashboard): fix default filter bar visibility + add docs (@villebro) @@ -2887,7 +2887,7 @@ under the License. - [#19080](https://github.com/apache/superset/pull/19080) fix(dashboard-edge-cutting): make to be not cut without Filter (@prosdev0107) - [#19110](https://github.com/apache/superset/pull/19110) fix: cache key with guest token rls (@lilykuang) - [#19095](https://github.com/apache/superset/pull/19095) fix(dashboard): Empty states overflowing small chart containers (@kgabryje) -- [#18947](https://github.com/apache/superset/pull/18947) fix(plugin-chart-echarts): make to allow the custome of x & y axis title margin i… (@prosdev0107) +- [#18947](https://github.com/apache/superset/pull/18947) fix(plugin-chart-echarts): make to allow the customization of x & y axis title margin i… (@prosdev0107) - [#19088](https://github.com/apache/superset/pull/19088) fix(dashboard): import handle missing excluded charts (@villebro) - [#19072](https://github.com/apache/superset/pull/19072) fix: Show Totals error with sort and group by together (@codemaster08240328) - [#19037](https://github.com/apache/superset/pull/19037) fix: Database import error with a new field (@codemaster08240328) @@ -2904,7 +2904,7 @@ under the License. - [#19052](https://github.com/apache/superset/pull/19052) fix: add previous line hotkey to SQL Lab for macOS (@diegomedina248) - [#18690](https://github.com/apache/superset/pull/18690) fix: Update time grain expressions for Spark >= 3.x (@thomasdesr) - [#19048](https://github.com/apache/superset/pull/19048) fix: remove unnecessary divider (@pkdotson) -- [#19059](https://github.com/apache/superset/pull/19059) fix(deck.gl): make Deck.gl Javascript tooltip generator works correctly (@chanyou0311) +- [#19059](https://github.com/apache/superset/pull/19059) fix(deck.gl): make Deck.gl JavaScript tooltip generator works correctly (@chanyou0311) - [#19044](https://github.com/apache/superset/pull/19044) fix: improve cypress flakiness (@etr2460) - [#19043](https://github.com/apache/superset/pull/19043) fix(big-number): Big Number with Trendline Chart is not working if Time Grain is set to Month (@stephenLYZ) - [#19040](https://github.com/apache/superset/pull/19040) fix(docs): update impala.mdx with correct product name (@DLT1412) @@ -2912,7 +2912,7 @@ under the License. - [#18877](https://github.com/apache/superset/pull/18877) fix(nested-tab-available): make the another tabs into one tabs available (@prosdev0107) - [#18960](https://github.com/apache/superset/pull/18960) fix(chart): deprecate persisting url_params (@villebro) - [#18973](https://github.com/apache/superset/pull/18973) fix(packages): Fixing users packages (@craig-rueda) -- [#18892](https://github.com/apache/superset/pull/18892) fix(tooltip-not-dissapeared): make the tooltip disappear when mouse away (@prosdev0107) +- [#18892](https://github.com/apache/superset/pull/18892) fix(tooltip-not-disappeared): make the tooltip disappear when mouse away (@prosdev0107) - [#18982](https://github.com/apache/superset/pull/18982) fix(external-link): change the external link in creating chart dashboard (@prosdev0107) - [#18963](https://github.com/apache/superset/pull/18963) fix(native-filters): Default value not shown in native filters (@kgabryje) - [#18958](https://github.com/apache/superset/pull/18958) fix(plugin-chart-echarts): fix customize margin (@stephenLYZ) @@ -2964,7 +2964,7 @@ under the License. - [#18628](https://github.com/apache/superset/pull/18628) fix: check embedded feature flag in request loader (@lilykuang) - [#18562](https://github.com/apache/superset/pull/18562) fix: user UUIDs on export for Native Filter Configuration (@hughhhh) - [#18619](https://github.com/apache/superset/pull/18619) fix(helm): Fix support for ingress.ingressClassName (@ad-m) -- [#18609](https://github.com/apache/superset/pull/18609) fix: change database database selector (@pkdotson) +- [#18609](https://github.com/apache/superset/pull/18609) fix: change database selector (@pkdotson) - [#18601](https://github.com/apache/superset/pull/18601) fix(jest): add superset-frontend to testRegex (@villebro) - [#18564](https://github.com/apache/superset/pull/18564) fix: sqllab schema select error msg (@pkdotson) - [#18579](https://github.com/apache/superset/pull/18579) fix(sqla): avoid unnecessary groupby in samples request (@villebro) @@ -2981,7 +2981,7 @@ under the License. - [#18217](https://github.com/apache/superset/pull/18217) fix(plugin-chart-echarts): use verbose x-axis name when defined (@villebro) - [#18216](https://github.com/apache/superset/pull/18216) fix(explore): Pie chart label formatting when series is temporal (@kgabryje) - [#17881](https://github.com/apache/superset/pull/17881) fix(sql): unable to filter text with quotes (@stephenLYZ) -- [#18205](https://github.com/apache/superset/pull/18205) fix(tests): Remove walrus operator for Python 3.7 compatiblity (@ad-m) +- [#18205](https://github.com/apache/superset/pull/18205) fix(tests): Remove walrus operator for Python 3.7 compatibility (@ad-m) - [#18145](https://github.com/apache/superset/pull/18145) fix(native-filters): values is not sorted when setting sort option (@stephenLYZ) - [#18174](https://github.com/apache/superset/pull/18174) fix(helm): allows extra top-level properties (@ad-m) - [#18180](https://github.com/apache/superset/pull/18180) fix: Default values getting cleared in native filters form (@geido) @@ -3216,7 +3216,7 @@ under the License. - [#18955](https://github.com/apache/superset/pull/18955) docs: fix sql templating typos (@garyng) - [#18931](https://github.com/apache/superset/pull/18931) chore: Moves components out of the commons folder (@michael-s-molina) - [#18915](https://github.com/apache/superset/pull/18915) test(Native Filter): User can create parent filters using "Filter is hierarchical (@jinghua-qa) -- [#18811](https://github.com/apache/superset/pull/18811) chore: add intersect method from backend to fontend for upload extensions (@pkdotson) +- [#18811](https://github.com/apache/superset/pull/18811) chore: add intersect method from backend to frontend for upload extensions (@pkdotson) - [#18935](https://github.com/apache/superset/pull/18935) chore: update `UPDATING.md` re: SIP-68 (@betodealmeida) - [#18866](https://github.com/apache/superset/pull/18866) refactor(ImportModelsCommand): clean code, extract logic into methods (@michael-hoffman-26) - [#18850](https://github.com/apache/superset/pull/18850) test(native filter): add new native filter test for time column filter (@jinghua-qa) @@ -3288,7 +3288,7 @@ under the License. - [#18254](https://github.com/apache/superset/pull/18254) docs(i18n): make translation guide more explicit (@villebro) - [#18231](https://github.com/apache/superset/pull/18231) chore: add ci for docs-v2 (@ad-m) - [#18559](https://github.com/apache/superset/pull/18559) chore: Update Docusaurus dependencies (@geido) -- [#18229](https://github.com/apache/superset/pull/18229) chore: Reference Github code in Docusaurus (@geido) +- [#18229](https://github.com/apache/superset/pull/18229) chore: Reference GitHub code in Docusaurus (@geido) - [#18251](https://github.com/apache/superset/pull/18251) chore(tests): migrate mssql tests to pytest (@villebro) - [#18188](https://github.com/apache/superset/pull/18188) refactor: upgrade ControlHeader to TSX & FC and add storybook (@ad-m) - [#18230](https://github.com/apache/superset/pull/18230) chore: Docusaurus throw on broken links (@geido) @@ -3340,7 +3340,7 @@ under the License. - [#17962](https://github.com/apache/superset/pull/17962) chore(deps): bump urijs from 1.19.6 to 1.19.7 in /superset-frontend (@dependabot[bot]) - [#17942](https://github.com/apache/superset/pull/17942) chore: Fix 'button' misspelling in list_with_checkboxes (@acrks) - [#17860](https://github.com/apache/superset/pull/17860) chore: remove unused eslintrc (@zhaoyongjie) -- [#17909](https://github.com/apache/superset/pull/17909) refactor(storybok): upgrade to webpack5 in storybook of plugins (@zhaoyongjie) +- [#17909](https://github.com/apache/superset/pull/17909) refactor(storybook): upgrade to webpack5 in storybook of plugins (@zhaoyongjie) - [#17924](https://github.com/apache/superset/pull/17924) chore: fix misspelling of button (@DavidWoolner) - [#17782](https://github.com/apache/superset/pull/17782) ci: make presto hive tests to cover only chartData and sqljson (@amitmiran137) - [#17717](https://github.com/apache/superset/pull/17717) chore: Fix UPDATING.md (@john-bodley) @@ -3351,7 +3351,7 @@ under the License. - [#17811](https://github.com/apache/superset/pull/17811) other: Add Helm chart option for configOverrides through file (@dd-willgan) - [#17828](https://github.com/apache/superset/pull/17828) chore: add lerna version (@zhaoyongjie) - [#17827](https://github.com/apache/superset/pull/17827) refactor(monorepo): migrate plugins release workflow (@zhaoyongjie) -- [#17754](https://github.com/apache/superset/pull/17754) docs: update contribuing docs (@zhaoyongjie) +- [#17754](https://github.com/apache/superset/pull/17754) docs: update contributing docs (@zhaoyongjie) - [#17650](https://github.com/apache/superset/pull/17650) chore: updated screenshots in README.md and added recent events (@srinify) - [#17797](https://github.com/apache/superset/pull/17797) chore(plugin-chart-table): move adhoc filters control closer to the metrics (@kgabryje) - [#17798](https://github.com/apache/superset/pull/17798) chore(plugin-chart-pivot-table): change order of Columns and Rows controls (@kgabryje) diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md index 10a60d65dba72..519487fabd498 100644 --- a/CONTRIBUTING.md +++ b/CONTRIBUTING.md @@ -138,7 +138,7 @@ The best way to report a bug is to file an issue on GitHub. Please include: When posting Python stack traces, please quote them using [Markdown blocks](https://help.github.com/articles/creating-and-highlighting-code-blocks/). -_Please note that feature requests opened as Github Issues will be moved to Discussions._ +_Please note that feature requests opened as GitHub Issues will be moved to Discussions._ ### Submit Ideas or Feature Requests @@ -170,7 +170,7 @@ articles. See [Documentation](#documentation) for more details. ### Add Translations If you are proficient in a non-English language, you can help translate -text strings from Superset's UI. You can jump in to the existing +text strings from Superset's UI. You can jump into the existing language dictionaries at `superset/translations//LC_MESSAGES/messages.po`, or even create a dictionary for a new language altogether. @@ -329,16 +329,16 @@ Triaging goals First, add **Category labels (a.k.a. hash labels)**. Every issue/PR must have one hash label (except spam entry). Labels that begin with `#` defines issue/PR type: -| Label | for Issue | for PR | -| --------------- | --------------------------------------------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------- | -| `#bug` | Bug report | Bug fix | -| `#code-quality` | Describe problem with code, architecture or productivity | Refactor, tests, tooling | -| `#feature` | New feature request | New feature implementation | -| `#refine` | Propose improvement that does not provide new features and is also not a bug fix nor refactor, such as adjust padding, refine UI style. | Implementation of improvement that does not provide new features and is also not a bug fix nor refactor, such as adjust padding, refine UI style. | -| `#doc` | Documentation | Documentation | -| `#question` | Troubleshooting: Installation, Running locally, Ask how to do something. Can be changed to `#bug` later. | N/A | -| `#SIP` | Superset Improvement Proposal | N/A | -| `#ASF` | Tasks related to Apache Software Foundation policy | Tasks related to Apache Software Foundation policy | +| Label | for Issue | for PR | +| --------------- | ----------------------------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------- | +| `#bug` | Bug report | Bug fix | +| `#code-quality` | Describe problem with code, architecture or productivity | Refactor, tests, tooling | +| `#feature` | New feature request | New feature implementation | +| `#refine` | Propose improvement such as adjusting padding or refining UI style, excluding new features, bug fixes, and refactoring. | Implementation of improvement such as adjusting padding or refining UI style, excluding new features, bug fixes, and refactoring. | +| `#doc` | Documentation | Documentation | +| `#question` | Troubleshooting: Installation, Running locally, Ask how to do something. Can be changed to `#bug` later. | N/A | +| `#SIP` | Superset Improvement Proposal | N/A | +| `#ASF` | Tasks related to Apache Software Foundation policy | Tasks related to Apache Software Foundation policy | Then add other types of labels as appropriate. @@ -1211,7 +1211,7 @@ To contribute a plugin to Superset, your plugin must meet the following criteria - The plugin should contain sufficient unit/e2e tests - The plugin should use appropriate namespacing, e.g. a folder name of `plugin-chart-whatever` and a package name of `@superset-ui/plugin-chart-whatever` - The plugin should use them variables via Emotion, as passed in by the ThemeProvider -- The plugin should provide adequate error handling (no data returned, malformatted data, invalid controls, etc.) +- The plugin should provide adequate error handling (no data returned, malformed data, invalid controls, etc.) - The plugin should contain documentation in the form of a populated `README.md` file - The plugin should have a meaningful and unique icon - Above all else, the plugin should come with a _commitment to maintenance_ from the original author(s) diff --git a/RELEASING/README.md b/RELEASING/README.md index ab0c6735d1299..8b23dafbf1eea 100644 --- a/RELEASING/README.md +++ b/RELEASING/README.md @@ -238,7 +238,7 @@ Similar to `cherrytree`, the change log script requires a github token, either a #### Initial release (e.g. 1.5.0) -When generating the changelog for an initial minor relese, you should compare with +When generating the changelog for an initial minor release, you should compare with the previous release (in the example, the previous release branch is `1.4`, so remember to update it accordingly): @@ -343,7 +343,7 @@ To build and run the recently created tarball **from SVN**: # login using admin/admin ``` -## Create a release on Github +## Create a release on GitHub After submitting the tag and testing the release candidate, follow the steps [here](https://docs.github.com/en/repositories/releasing-projects-on-github/managing-releases-in-a-repository) to create the release on GitHub. Use the vote email text as the content for the release description. Make sure to check the "This is a pre-release" checkbox for release candidates. You can check previous releases if you need an example. diff --git a/RELEASING/release-notes-2-0/README.md b/RELEASING/release-notes-2-0/README.md index 193a1e7424b72..265dd32941689 100644 --- a/RELEASING/release-notes-2-0/README.md +++ b/RELEASING/release-notes-2-0/README.md @@ -28,11 +28,11 @@ Superset 2.0 is a big step forward. This release cleans up many legacy code path ## Developer Experience -- Addition of a statsd guage metric for Slack and email notifications for increased visibility into errors around alerts / reports ([#20158](https://github.com/apache/superset/pull/20158)) +- Addition of a statsd gauge metric for Slack and email notifications for increased visibility into errors around alerts / reports ([#20158](https://github.com/apache/superset/pull/20158)) - Helm chart now supports resource limits and requests for each component ([#20052](https://github.com/apache/superset/pull/20052)) -- New Github workflow to test Storybook Netlify instance nightly ([#19852](https://github.com/apache/superset/pull/19852)) +- New GitHub workflow to test Storybook Netlify instance nightly ([#19852](https://github.com/apache/superset/pull/19852)) - Minimum requirement for Superset is now Python 3.8 ([#19017](https://github.com/apache/superset/pull/19017) diff --git a/RELEASING/release-notes-2-0/changelog.md b/RELEASING/release-notes-2-0/changelog.md index 4b3b5ddfaef28..5f66a6a547e98 100644 --- a/RELEASING/release-notes-2-0/changelog.md +++ b/RELEASING/release-notes-2-0/changelog.md @@ -59,7 +59,7 @@ under the License. - [#19898](https://github.com/apache/superset/pull/19898) feat: When editing the label/title in the Metrics popover, hitting Enter should save what you've typed (@diegomedina248) - [#16493](https://github.com/apache/superset/pull/16493) feat(plugin-chart-echarts): [feature-parity] support extra control for the area chart V2 (@stephenLYZ) - [#19855](https://github.com/apache/superset/pull/19855) feat(explore): Frontend implementation of dataset creation from infobox (@lyndsiWilliams) -- [#20165](https://github.com/apache/superset/pull/20165) feat: add modfied col and timezone info to schedule col (@pkdotson) +- [#20165](https://github.com/apache/superset/pull/20165) feat: add modified col and timezone info to schedule col (@pkdotson) - [#20144](https://github.com/apache/superset/pull/20144) feat: showing results pane in dashboard (@zhaoyongjie) - [#20242](https://github.com/apache/superset/pull/20242) feat: derived metrics use different line style (@zhaoyongjie) - [#20010](https://github.com/apache/superset/pull/20010) feat: standardized form_data (@zhaoyongjie) @@ -115,7 +115,7 @@ under the License. - [#19558](https://github.com/apache/superset/pull/19558) feat(explore): Redesign of Run/Save buttons (@kgabryje) - [#19650](https://github.com/apache/superset/pull/19650) feat(embedded): API get embedded dashboard config by uuid (@lilykuang) - [#19310](https://github.com/apache/superset/pull/19310) feat(CRUD): add new empty state (@stephenLYZ) -- [#19622](https://github.com/apache/superset/pull/19622) feat(plugin-chart-echarts): add aggregate total for the Pie/Donuct chart (@stephenLYZ) +- [#19622](https://github.com/apache/superset/pull/19622) feat(plugin-chart-echarts): add aggregate total for the Pie/Donut chart (@stephenLYZ) - [#19314](https://github.com/apache/superset/pull/19314) feat: Move Database Import option into DB Connection modal (@lyndsiWilliams) - [#19434](https://github.com/apache/superset/pull/19434) feat: deprecate old API and create new API for dashes created by me (@dpgaspar) - [#19482](https://github.com/apache/superset/pull/19482) feat: add success toast to alerts and reports (@pkdotson) @@ -181,7 +181,7 @@ under the License. - [#20204](https://github.com/apache/superset/pull/20204) fix: Fixes issue where results panel height was incorrect [sc-49045] (@eric-briscoe) - [#20235](https://github.com/apache/superset/pull/20235) fix: Box Plot Chart throws an error when the average (AVG) / SUM is being calculated on the Metrics (@diegomedina248) - [#20088](https://github.com/apache/superset/pull/20088) fix: datatype tracking issue on virtual dataset (@codemaster08240328) -- [#20220](https://github.com/apache/superset/pull/20220) fix: dashbaord unable to refresh (@zhaoyongjie) +- [#20220](https://github.com/apache/superset/pull/20220) fix: dashboard unable to refresh (@zhaoyongjie) - [#20228](https://github.com/apache/superset/pull/20228) fix: failed samples should throw exception (@zhaoyongjie) - [#20203](https://github.com/apache/superset/pull/20203) fix: move columns to datasource object for bootstrap data (@hughhhh) - [#20151](https://github.com/apache/superset/pull/20151) fix(csv): Ensure df_to_escaped_csv does not coerce integer columns to float (@john-bodley) @@ -191,7 +191,7 @@ under the License. - [#20206](https://github.com/apache/superset/pull/20206) fix(sql lab): SQL Lab Compile Query Delay (@diegomedina248) - [#20201](https://github.com/apache/superset/pull/20201) fix: unable to set destroyOnClose on ModalTrigger (@zhaoyongjie) - [#20186](https://github.com/apache/superset/pull/20186) fix(db): make to allow to show/hide the password when only creating (@prosdev0107) -- [#20127](https://github.com/apache/superset/pull/20127) fix(database): retrival of tables and views from schema for exasol backend (@Nicoretti) +- [#20127](https://github.com/apache/superset/pull/20127) fix(database): retrieval of tables and views from schema for exasol backend (@Nicoretti) - [#19899](https://github.com/apache/superset/pull/19899) fix: always create parameter json field (@pkdotson) - [#20173](https://github.com/apache/superset/pull/20173) fix: avoid while cycle in computeMaxFontSize for big Number run forever when css rule applied (@diegomedina248) - [#20086](https://github.com/apache/superset/pull/20086) fix(css): transparent linear gradient not working in safari (@stephenLYZ) @@ -298,7 +298,7 @@ under the License. - [#19570](https://github.com/apache/superset/pull/19570) fix: sqloxide optional (@betodealmeida) - [#19397](https://github.com/apache/superset/pull/19397) fix: weight tooltip issue (@codemaster08240328) - [#19313](https://github.com/apache/superset/pull/19313) fix(sql lab): increase the size of the action icons in the history tab (@diegomedina248) -- [#19039](https://github.com/apache/superset/pull/19039) fix(explore): clean data when hidding control (@stephenLYZ) +- [#19039](https://github.com/apache/superset/pull/19039) fix(explore): clean data when hiding control (@stephenLYZ) - [#19444](https://github.com/apache/superset/pull/19444) fix: Error Message is cut off in alerts & reports log page (@codemaster08240328) - [#19312](https://github.com/apache/superset/pull/19312) fix: adaptive formatting typo in explore dropdowns (@diegomedina248) - [#19534](https://github.com/apache/superset/pull/19534) fix(explore): Chart header icon paddings (@kgabryje) @@ -463,7 +463,7 @@ under the License. - [#19486](https://github.com/apache/superset/pull/19486) refactor: Removes the CSS files from the Treemap plugin (@michael-s-molina) - [#19488](https://github.com/apache/superset/pull/19488) refactor: Removes the CSS files from the Sunburst plugin (@michael-s-molina) - [#19490](https://github.com/apache/superset/pull/19490) chore: Add theme color to ParallelCoordinates (@geido) -- [#19442](https://github.com/apache/superset/pull/19442) chore: Remove FilterbaleTableStyles.less (@geido) +- [#19442](https://github.com/apache/superset/pull/19442) chore: Remove FilterableTableStyles.less (@geido) - [#19441](https://github.com/apache/superset/pull/19441) chore: Remove StyledQueryButton.less (@geido) - [#19473](https://github.com/apache/superset/pull/19473) refactor: Removes the CSS files from the Rose plugin (@michael-s-molina) - [#19466](https://github.com/apache/superset/pull/19466) chore: Removes hard-coded colors from legacy-plugin-chart-world-map (@michael-s-molina) diff --git a/UPDATING.md b/UPDATING.md index c3f3025365444..542938c35b7a5 100644 --- a/UPDATING.md +++ b/UPDATING.md @@ -49,7 +49,7 @@ assists people when migrating to a new version. - [24404](https://github.com/apache/superset/pull/24404): FLASK_ENV is getting deprecated, we recommend using SUPERSET_ENV and reviewing your config for ENVIRONMENT_TAG_CONFIG, which enables adding a tag in the navbar to - make it more clear which envrionment your are in. + make it more clear which environment your are in. `SUPERSET_ENV=production` and `SUPERSET_ENV=development` are the two supported switches based on the default config. - [19242](https://github.com/apache/superset/pull/19242): Adhoc subqueries are now disabled by default for security reasons. To enable them, set the feature flag `ALLOW_ADHOC_SUBQUERY` to `True`. @@ -129,7 +129,7 @@ assists people when migrating to a new version. ## 2.0.1 -- [21895](https://github.com/apache/superset/pull/21895): Markdown components had their security increased by adhering to the same sanitization process enforced by Github. This means that some HTML elements found in markdowns are not allowed anymore due to the security risks they impose. If you're deploying Superset in a trusted environment and wish to use some of the blocked elements, then you can use the HTML_SANITIZATION_SCHEMA_EXTENSIONS configuration to extend the default sanitization schema. There's also the option to disable HTML sanitization using the HTML_SANITIZATION configuration but we do not recommend this approach because of the security risks. Given the provided configurations, we don't view the improved sanitization as a breaking change but as a security patch. +- [21895](https://github.com/apache/superset/pull/21895): Markdown components had their security increased by adhering to the same sanitization process enforced by GitHub. This means that some HTML elements found in markdowns are not allowed anymore due to the security risks they impose. If you're deploying Superset in a trusted environment and wish to use some of the blocked elements, then you can use the HTML_SANITIZATION_SCHEMA_EXTENSIONS configuration to extend the default sanitization schema. There's also the option to disable HTML sanitization using the HTML_SANITIZATION configuration but we do not recommend this approach because of the security risks. Given the provided configurations, we don't view the improved sanitization as a breaking change but as a security patch. ## Breaking Changes @@ -150,8 +150,8 @@ assists people when migrating to a new version. - [19770](https://github.com/apache/superset/pull/19770): Per [SIP-11](https://github.com/apache/superset/issues/6032) and [SIP-68](https://github.com/apache/superset/issues/14909), the native NoSQL Druid connector is deprecated and has been removed. Druid is still supported through SQLAlchemy via pydruid. The config keys `DRUID_IS_ACTIVE` and `DRUID_METADATA_LINKS_ENABLED` have also been removed. - [19274](https://github.com/apache/superset/pull/19274): The `PUBLIC_ROLE_LIKE_GAMMA` config key has been removed, set `PUBLIC_ROLE_LIKE = "Gamma"` to have the same functionality. - [19273](https://github.com/apache/superset/pull/19273): The `SUPERSET_CELERY_WORKERS` and `SUPERSET_WORKERS` config keys has been removed. Configure Celery directly using `CELERY_CONFIG` on Superset. -- [19231](https://github.com/apache/superset/pull/19231): The `ENABLE_REACT_CRUD_VIEWS` feature flag has been removed (premantly enabled). Any deployments which had set this flag to false will need to verify that the React views support their use case. -- [19230](https://github.com/apache/superset/pull/19230): The `ROW_LEVEL_SECURITY` feature flag has been removed (permantly enabled). Any deployments which had set this flag to false will need to verify that the presence of the Row Level Security feature does not interfere with their use case. +- [19231](https://github.com/apache/superset/pull/19231): The `ENABLE_REACT_CRUD_VIEWS` feature flag has been removed (permanently enabled). Any deployments which had set this flag to false will need to verify that the React views support their use case. +- [19230](https://github.com/apache/superset/pull/19230): The `ROW_LEVEL_SECURITY` feature flag has been removed (permanently enabled). Any deployments which had set this flag to false will need to verify that the presence of the Row Level Security feature does not interfere with their use case. - [19168](https://github.com/apache/superset/pull/19168): Celery upgrade to 5.X resulted in breaking changes to its command line invocation. Please follow [these](https://docs.celeryq.dev/en/stable/whatsnew-5.2.html#step-1-adjust-your-command-line-invocation) instructions for adjustments. Also consider migrating you Celery config per [here](https://docs.celeryq.dev/en/stable/userguide/configuration.html#conf-old-settings-map). - [19142](https://github.com/apache/superset/pull/19142): The `VERSIONED_EXPORT` config key is now `True` by default. - [19113](https://github.com/apache/superset/pull/19113): The `ENABLE_JAVASCRIPT_CONTROLS` config key has moved from an app config to a feature flag. Any deployments who overrode this setting will now need to override the feature flag from here onward. @@ -166,7 +166,7 @@ assists people when migrating to a new version. ### Other - [22022](https://github.com/apache/superset/pull/22022): HTTP API endpoints `/superset/approve` and `/superset/request_access` have been deprecated and their HTTP methods were changed from GET to POST -- [21895](https://github.com/apache/superset/pull/21895): Markdown components had their security increased by adhering to the same sanitization process enforced by Github. This means that some HTML elements found in markdowns are not allowed anymore due to the security risks they impose. If you're deploying Superset in a trusted environment and wish to use some of the blocked elements, then you can use the HTML_SANITIZATION_SCHEMA_EXTENSIONS configuration to extend the default sanitization schema. There's also the option to disable HTML sanitization using the HTML_SANITIZATION configuration but we do not recommend this approach because of the security risks. Given the provided configurations, we don't view the improved sanitization as a breaking change but as a security patch. +- [21895](https://github.com/apache/superset/pull/21895): Markdown components had their security increased by adhering to the same sanitization process enforced by GitHub. This means that some HTML elements found in markdowns are not allowed anymore due to the security risks they impose. If you're deploying Superset in a trusted environment and wish to use some of the blocked elements, then you can use the HTML_SANITIZATION_SCHEMA_EXTENSIONS configuration to extend the default sanitization schema. There's also the option to disable HTML sanitization using the HTML_SANITIZATION configuration but we do not recommend this approach because of the security risks. Given the provided configurations, we don't view the improved sanitization as a breaking change but as a security patch. ## 1.5.2 @@ -258,7 +258,7 @@ assists people when migrating to a new version. ### Other - [13772](https://github.com/apache/superset/pull/13772): Row level security (RLS) is now enabled by default. To activate the feature, please run `superset init` to expose the RLS menus to Admin users. -- [13980](https://github.com/apache/superset/pull/13980): Data health checks no longer use the metadata database as an interim cache. Though non-breaking, deployments which implement complex logic should likely memoize the callback function. Refer to documentation in the confg.py file for more detail. +- [13980](https://github.com/apache/superset/pull/13980): Data health checks no longer use the metadata database as an interim cache. Though non-breaking, deployments which implement complex logic should likely memoize the callback function. Refer to documentation in the config.py file for more detail. - [14255](https://github.com/apache/superset/pull/14255): The default `CSV_TO_HIVE_UPLOAD_DIRECTORY_FUNC` callable logic has been updated to leverage the specified database and schema to ensure the upload S3 key prefix is unique. Previously tables generated via upload from CSV with the same name but differ schema and/or cluster would use the same S3 key prefix. Note this change does not impact previously imported tables. ## 1.1.0 diff --git a/docker/docker-entrypoint-initdb.d/examples-init.sh b/docker/docker-entrypoint-initdb.d/examples-init.sh index 9a729078239a9..0eaedf2b7e8b0 100755 --- a/docker/docker-entrypoint-initdb.d/examples-init.sh +++ b/docker/docker-entrypoint-initdb.d/examples-init.sh @@ -1,5 +1,5 @@ # ------------------------------------------------------------------------ -# Creates the examples database and repective user. This database location +# Creates the examples database and respective user. This database location # and access credentials are defined on the environment variables # ------------------------------------------------------------------------ set -e diff --git a/scripts/generate_frontend_ts_tasklist.js b/scripts/generate_frontend_ts_tasklist.js index 7f23ad124aefd..5bf85d1e061bd 100644 --- a/scripts/generate_frontend_ts_tasklist.js +++ b/scripts/generate_frontend_ts_tasklist.js @@ -46,7 +46,7 @@ while (directories.length) { // Check for existence of js, jsx, ts, and tsx files. Show a filled box if only ts and tsx, // show an empty box if any js or jsx, and don't print the line if neither exist in the // directory. - const hasTypescriptFiles = + const hasTypeScriptFiles = getFilesByExtensions("./", [".ts", ".tsx"]).length > 0; const hasJavaScriptFiles = getFilesByExtensions("./", [".js", ".jsx"]).length > 0; @@ -57,7 +57,7 @@ while (directories.length) { curDirectory.split("/").length - 1 )}- [ ] \`${curDirectory}\`` ); - } else if (hasTypescriptFiles) { + } else if (hasTypeScriptFiles) { console.log( `${" ".repeat( curDirectory.split("/").length - 1 diff --git a/superset-embedded-sdk/CONTRIBUTING.md b/superset-embedded-sdk/CONTRIBUTING.md index 9bf48e10a1384..37faa04afc8d4 100644 --- a/superset-embedded-sdk/CONTRIBUTING.md +++ b/superset-embedded-sdk/CONTRIBUTING.md @@ -72,6 +72,6 @@ This is used by consumers who install the embedded sdk via npm, yarn, or other p Webpack is used to bundle the `bundle` directory, for use directly in the browser with no build step e.g. when importing via unpkg. -Typescript outputs type definition files to the `dist` directory. +TypeScript outputs type definition files to the `dist` directory. Which of these outputs is used by the library consumer is determined by our package.json's `main`, `module`, and `types` fields. From 0735680674416ff56403635d9ebeb335ff744144 Mon Sep 17 00:00:00 2001 From: Josh Soref <2119212+jsoref@users.noreply.github.com> Date: Fri, 29 Sep 2023 12:36:50 -0400 Subject: [PATCH 060/105] chore(backend): Spelling (#25457) Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com> --- .../plugins/internet_address.py | 4 ++-- .../advanced_data_type/plugins/internet_port.py | 4 ++-- superset/advanced_data_type/types.py | 2 +- superset/charts/schemas.py | 8 ++++---- superset/cli/test_db.py | 2 +- superset/columns/models.py | 6 +++--- superset/config.py | 6 +++--- superset/connectors/sqla/models.py | 2 +- superset/daos/report.py | 2 +- superset/dashboards/permalink/schemas.py | 2 +- superset/dashboards/schemas.py | 2 +- superset/databases/decorators.py | 2 +- superset/datasets/commands/create.py | 2 +- superset/db_engine_specs/README.md | 16 ++++++++-------- superset/db_engine_specs/base.py | 4 ++-- superset/db_engine_specs/lib.py | 2 +- superset/errors.py | 2 +- .../configs/charts/Messages_per_Channel.yaml | 2 +- .../configs/dashboards/Slack_Dashboard.yaml | 2 +- superset/models/dashboard.py | 2 +- superset/models/user_attributes.py | 2 +- superset/reports/schemas.py | 2 +- superset/security/manager.py | 2 +- .../translations/en/LC_MESSAGES/messages.json | 2 +- superset/translations/en/LC_MESSAGES/messages.po | 2 +- superset/translations/messages.pot | 2 +- superset/utils/core.py | 2 +- .../utils/dashboard_filter_scopes_converter.py | 6 +++--- superset/utils/webdriver.py | 2 +- superset/views/base.py | 6 +++--- superset/viz.py | 10 +++++----- 31 files changed, 56 insertions(+), 56 deletions(-) diff --git a/superset/advanced_data_type/plugins/internet_address.py b/superset/advanced_data_type/plugins/internet_address.py index 8ab20fe2d032d..f4a6faffe91dd 100644 --- a/superset/advanced_data_type/plugins/internet_address.py +++ b/superset/advanced_data_type/plugins/internet_address.py @@ -1,10 +1,10 @@ # Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information -# regarding coperatoryright ownership. The ASF licenses this file +# regarding copyright ownership. The ASF licenses this file # to you under the Apache License, Version 2.0 (the # "License"); you may not use this file except in compliance -# with the License. You may obtain a coperatory of the License at +# with the License. You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # diff --git a/superset/advanced_data_type/plugins/internet_port.py b/superset/advanced_data_type/plugins/internet_port.py index 8983e41422c8a..6776c7d0d2e04 100644 --- a/superset/advanced_data_type/plugins/internet_port.py +++ b/superset/advanced_data_type/plugins/internet_port.py @@ -1,10 +1,10 @@ # Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information -# regarding coperatoryright ownership. The ASF licenses this file +# regarding copyright ownership. The ASF licenses this file # to you under the Apache License, Version 2.0 (the # "License"); you may not use this file except in compliance -# with the License. You may obtain a coperatory of the License at +# with the License. You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # diff --git a/superset/advanced_data_type/types.py b/superset/advanced_data_type/types.py index e8d5de9143570..66a6d7ea7dca1 100644 --- a/superset/advanced_data_type/types.py +++ b/superset/advanced_data_type/types.py @@ -49,7 +49,7 @@ class AdvancedDataTypeResponse(TypedDict, total=False): @dataclass class AdvancedDataType: """ - Used for coverting base type value into an advanced type value + Used for converting base type value into an advanced type value """ verbose_name: str diff --git a/superset/charts/schemas.py b/superset/charts/schemas.py index 6476c409ec965..0ad68ceb492d4 100644 --- a/superset/charts/schemas.py +++ b/superset/charts/schemas.py @@ -91,7 +91,7 @@ ) query_context_generation_description = ( "The query context generation represents whether the query_context" - "is user generated or not so that it does not update user modfied" + "is user generated or not so that it does not update user modified" "state." ) cache_timeout_description = ( @@ -101,12 +101,12 @@ ) datasource_id_description = ( "The id of the dataset/datasource this new chart will use. " - "A complete datasource identification needs `datasouce_id` " + "A complete datasource identification needs `datasource_id` " "and `datasource_type`." ) datasource_uid_description = ( "The uid of the dataset/datasource this new chart will use. " - "A complete datasource identification needs `datasouce_uid` " + "A complete datasource identification needs `datasource_uid` " ) datasource_type_description = ( "The type of dataset/datasource identified on `datasource_id`." @@ -1593,7 +1593,7 @@ class ChartCacheWarmUpResponseSchema(Schema): ChartDataResponseSchema, ChartDataAsyncResponseSchema, # TODO: These should optimally be included in the QueryContext schema as an `anyOf` - # in ChartDataPostPricessingOperation.options, but since `anyOf` is not + # in ChartDataPostProcessingOperation.options, but since `anyOf` is not # by Marshmallow<3, this is not currently possible. ChartDataAdhocMetricSchema, ChartDataAggregateOptionsSchema, diff --git a/superset/cli/test_db.py b/superset/cli/test_db.py index dc8787c7230bf..7ec69b044c774 100644 --- a/superset/cli/test_db.py +++ b/superset/cli/test_db.py @@ -125,7 +125,7 @@ def test_datetime(console: Console, engine: Engine) -> None: stmt = select(table) row = engine.execute(stmt).fetchone() assert row[0] == now - console.print(":thumbs_up: [green]Succcess!") + console.print(":thumbs_up: [green]Success!") except Exception as ex: # pylint: disable=broad-except console.print(f"[red]Test failed: {ex}") console.print("[bold]Exiting...") diff --git a/superset/columns/models.py b/superset/columns/models.py index 766a315fb6255..1abaa7bf02dee 100644 --- a/superset/columns/models.py +++ b/superset/columns/models.py @@ -32,7 +32,7 @@ ImportExportMixin, ) -UNKOWN_TYPE = "UNKNOWN" +UNKNOWN_TYPE = "UNKNOWN" class Column( @@ -92,9 +92,9 @@ class Column( # [1] https://www.postgresql.org/docs/9.1/datatype-character.html name = sa.Column(sa.Text) # Raw type as returned and used by db engine. - type = sa.Column(sa.Text, default=UNKOWN_TYPE) + type = sa.Column(sa.Text, default=UNKNOWN_TYPE) - # Assigns column advnaced type to determine custom behavior + # Assigns column advanced type to determine custom behavior # does nothing unless feature flag ENABLE_ADVANCED_DATA_TYPES in true advanced_data_type = sa.Column(sa.Text) diff --git a/superset/config.py b/superset/config.py index e255fa5401bf1..f14eeaa968a79 100644 --- a/superset/config.py +++ b/superset/config.py @@ -472,7 +472,7 @@ class D3Format(TypedDict, total=False): # Enable caching per impersonation key (e.g username) in a datasource where user # impersonation is enabled "CACHE_IMPERSONATION": False, - # Enable caching per user key for Superset cache (not datatabase cache impersonation) + # Enable caching per user key for Superset cache (not database cache impersonation) "CACHE_QUERY_BY_USER": False, # Enable sharing charts with embedding "EMBEDDABLE_CHARTS": True, @@ -743,7 +743,7 @@ class D3Format(TypedDict, total=False): HTML_SANITIZATION = True # Use this configuration to extend the HTML sanitization schema. -# By default we use the Gihtub schema defined in +# By default we use the GitHub schema defined in # https://github.com/syntax-tree/hast-util-sanitize/blob/main/lib/schema.js # For example, the following configuration would allow the rendering of the # style attribute for div elements and the ftp protocol in hrefs: @@ -1102,7 +1102,7 @@ def CSV_TO_HIVE_UPLOAD_DIRECTORY_FUNC( # pylint: disable=invalid-name # dictionary. Exposing functionality through JINJA_CONTEXT_ADDONS has security # implications as it opens a window for a user to execute untrusted code. # It's important to make sure that the objects exposed (as well as objects attached -# to those objets) are harmless. We recommend only exposing simple/pure functions that +# to those objects) are harmless. We recommend only exposing simple/pure functions that # return native types. JINJA_CONTEXT_ADDONS: dict[str, Callable[..., Any]] = {} diff --git a/superset/connectors/sqla/models.py b/superset/connectors/sqla/models.py index 467ff331e412d..e366940ff2592 100644 --- a/superset/connectors/sqla/models.py +++ b/superset/connectors/sqla/models.py @@ -227,7 +227,7 @@ def __init__(self, **kwargs: Any) -> None: """ Construct a TableColumn object. - Historically a TableColumn object (from an ORM perspective) was tighly bound to + Historically a TableColumn object (from an ORM perspective) was tightly bound to a SqlaTable object, however with the introduction of the Query datasource this is no longer true, i.e., the SqlaTable relationship is optional. diff --git a/superset/daos/report.py b/superset/daos/report.py index 77b36041a88ec..e7470623f00ee 100644 --- a/superset/daos/report.py +++ b/superset/daos/report.py @@ -181,7 +181,7 @@ def update( :param item: The object to update :param attributes: The attributes associated with the object to update :param commit: Whether to commit the transaction - :raises: DAOUpdateFailedError: If the updation failed + :raises: DAOUpdateFailedError: If the update failed """ # TODO(john-bodley): Determine why we need special handling for recipients. diff --git a/superset/dashboards/permalink/schemas.py b/superset/dashboards/permalink/schemas.py index 059007a1b6ad1..d21e6a4338454 100644 --- a/superset/dashboards/permalink/schemas.py +++ b/superset/dashboards/permalink/schemas.py @@ -58,6 +58,6 @@ class DashboardPermalinkSchema(Schema): dashboardId = fields.String( required=True, allow_none=False, - metadata={"description": "The id or slug of the dasbhoard"}, + metadata={"description": "The id or slug of the dashboard"}, ) state = fields.Nested(DashboardPermalinkStateSchema()) diff --git a/superset/dashboards/schemas.py b/superset/dashboards/schemas.py index 73c613f05f422..e467167297338 100644 --- a/superset/dashboards/schemas.py +++ b/superset/dashboards/schemas.py @@ -110,7 +110,7 @@ class DashboardJSONMetadataSchema(Schema): # chart_configuration for now keeps data about cross-filter scoping for charts chart_configuration = fields.Dict() # global_chart_configuration keeps data about global cross-filter scoping - # for charts - can be overriden by chart_configuration for each chart + # for charts - can be overridden by chart_configuration for each chart global_chart_configuration = fields.Dict() # filter_sets_configuration is for dashboard-native filters filter_sets_configuration = fields.List(fields.Dict(), allow_none=True) diff --git a/superset/databases/decorators.py b/superset/databases/decorators.py index eb05ccbea781a..1d49a65d5ee55 100644 --- a/superset/databases/decorators.py +++ b/superset/databases/decorators.py @@ -55,7 +55,7 @@ def wraps( database, Table(table_name_parsed, schema_name_parsed) ): stats_logger_manager.instance.incr( - f"permisssion_denied_{self.__class__.__name__}.select_star" + f"permission_denied_{self.__class__.__name__}.select_star" ) logger.warning( "Permission denied for user %s on table: %s schema: %s", diff --git a/superset/datasets/commands/create.py b/superset/datasets/commands/create.py index 51911dabd2fab..8f486b0c9ab3d 100644 --- a/superset/datasets/commands/create.py +++ b/superset/datasets/commands/create.py @@ -46,7 +46,7 @@ def run(self) -> Model: # Creates SqlaTable (Dataset) dataset = DatasetDAO.create(attributes=self._properties, commit=False) - # Updates columns and metrics from the datase + # Updates columns and metrics from the dataset dataset.fetch_metadata(commit=False) db.session.commit() except (SQLAlchemyError, DAOCreateFailedError) as ex: diff --git a/superset/db_engine_specs/README.md b/superset/db_engine_specs/README.md index 2f82b42c68567..b8c02dc84c058 100644 --- a/superset/db_engine_specs/README.md +++ b/superset/db_engine_specs/README.md @@ -43,7 +43,7 @@ The table below (generated via `python superset/db_engine_specs/lib.py`) summari | Allows aliases in the SELECT statement | True | True | True | True | True | True | True | True | False | True | True | True | True | True | True | True | True | True | True | True | True | True | False | True | True | True | True | True | True | True | True | True | True | True | True | True | True | True | True | True | True | True | True | True | True | True | True | True | True | True | True | True | | Allows referencing aliases in the ORDER BY statement | True | True | True | True | True | True | True | True | False | True | True | True | True | True | True | True | True | True | True | True | True | True | True | True | True | True | True | True | True | True | True | True | True | True | True | True | True | True | True | True | True | True | True | True | True | True | True | True | True | True | True | True | | Supports secondary time columns | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | True | True | False | False | False | False | False | False | False | True | True | False | False | False | False | False | False | False | True | True | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | -| Allows ommiting time filters from inline GROUP BYs | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | True | True | False | False | False | False | False | False | False | True | True | False | False | False | False | False | False | False | True | True | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | +| Allows omitting time filters from inline GROUP BYs | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | True | True | False | False | False | False | False | False | False | True | True | False | False | False | False | False | False | False | True | True | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | | Able to use source column when an alias overshadows it | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | True | False | False | False | False | False | False | False | False | True | False | False | | Allows aggregations in ORDER BY not present in the SELECT | True | True | True | True | True | False | True | True | True | True | False | True | True | True | True | True | True | True | True | True | False | True | True | True | True | True | True | True | True | True | True | True | True | True | True | True | True | True | True | True | True | True | True | True | True | True | True | True | True | True | True | True | | Allows expressions in ORDER BY | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | True | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | @@ -107,7 +107,7 @@ When running user queries in SQL Lab, Superset needs to limit the number of rows For most databases this is done by parsing the user submitted query and applying a limit, if one is not present, or replacing the existing limit if it's larger. This is called the `FORCE_LIMIT` method, and is the most efficient, since the database will produce at most the number of rows that Superset will display. -For some databases this method might not work, and they can use the `WRAP_SQL` method, which wraps the original query in a `SELECT *` and applies a limit via the SQLAlchemy dialect, which should get translated to the correct syntax. This method might be inneficient, since the database optimizer might not be able to push the limit to the inner query. +For some databases this method might not work, and they can use the `WRAP_SQL` method, which wraps the original query in a `SELECT *` and applies a limit via the SQLAlchemy dialect, which should get translated to the correct syntax. This method might be inefficient, since the database optimizer might not be able to push the limit to the inner query. Finally, as a last resource there is the `FETCH_MANY` method. When a DB engine spec uses this method the query runs unmodified, but Superset fetches only a certain number of rows from the cursor. It's possible that a database using this method can optimize the query execution and compute rows as they are being read by the cursor, but it's unlikely. This makes this method the least efficient of the three. @@ -158,7 +158,7 @@ GROUP BY ``` ### `time_groupby_inline = False` -In theory this attribute should be used to ommit time filters from the self-joins. When the attribute is false the time attribute will be present in the subquery used to compute limited series, eg: +In theory this attribute should be used to omit time filters from the self-joins. When the attribute is false the time attribute will be present in the subquery used to compute limited series, eg: ```sql SELECT DATE_TRUNC('day', ts) AS ts, @@ -390,7 +390,7 @@ class MssqlEngineSpec(BaseEngineSpec): ### Function names -DB engine specs should implement a class method called `get_function_names` that retuns a list of strings, representing all the function names that the database supports. This is used for autocomplete in SQL Lab. +DB engine specs should implement a class method called `get_function_names` that returns a list of strings, representing all the function names that the database supports. This is used for autocomplete in SQL Lab. ### Masked encrypted extra @@ -521,7 +521,7 @@ class GSheetsEngineSpec(ShillelaghEngineSpec): The method `get_url_for_impersonation` updates the SQLAlchemy URI before every query. In this particular case, it will fetch the user's email and add it to the `subject` query argument. The driver will then lower the permissions to match that given user. This allows the connection to be configured with a service account that has access to all the spreadsheets, while giving users access to only the spreadsheets they own are have been shared with them (or with their organization — Google will handle the authorization in this case, not Superset). -Alternatively, it's also possible to impersonate users by implemeneting the `update_impersonation_config`. This is a class method which modifies `connect_args` in place. You can use either method, and ideally they [should be consolidated in a single one](https://github.com/apache/superset/issues/24910). +Alternatively, it's also possible to impersonate users by implementing the `update_impersonation_config`. This is a class method which modifies `connect_args` in place. You can use either method, and ideally they [should be consolidated in a single one](https://github.com/apache/superset/issues/24910). ### File upload @@ -706,13 +706,13 @@ Note that despite being implemented only for Presto, this behavior has nothing t Some databases allow uses to estimate the cost of running a query before running it. This is done via the `estimate_query_cost` method in DB engine specs, which receives the SQL and returns a list of "costs". The definition of what "cost" is varies from database to database (in the few that support this functionality), and it can be formatted via the `query_cost_formatter`. -The `query_cost_formatter` can be overriden with an arbitrary function via the config `QUERY_COST_FORMATTERS_BY_ENGINE`. This allows custom deployments of Superset to format the results in different ways. For example, at some point in Lyft the cost for running Presto queries would also show the carbon footprint (in trees). +The `query_cost_formatter` can be overridden with an arbitrary function via the config `QUERY_COST_FORMATTERS_BY_ENGINE`. This allows custom deployments of Superset to format the results in different ways. For example, at some point in Lyft the cost for running Presto queries would also show the carbon footprint (in trees). ### SQL validation A few databases support validating the syntax of the SQL as the user is typing it, indicating in SQL Lab any errors. This is usually done using an `EXPLAIN` query and, because it gets called every few seconds as the user types, it's important that the database returns the result quickly. -This is currently implement for Presto and Postgres, via custom classes in `superset/sql_validators` that should be enabled in the configuration. Implementing this as custom classes, instead of a `validate_sql` method in the DB engine spec offerts no advantages, and ideally in the future we should move the logic to DB engine specs. +This is currently implement for Presto and Postgres, via custom classes in `superset/sql_validators` that should be enabled in the configuration. Implementing this as custom classes, instead of a `validate_sql` method in the DB engine spec offers no advantages, and ideally in the future we should move the logic to DB engine specs. ## Testing DB engine specs @@ -722,4 +722,4 @@ Superset has a command to test the connection to a given database, as well as ch superset test-db sqlite:// ``` -If the connection needs additional arguments thay can be passed when the command runs. +If the connection needs additional arguments they can be passed when the command runs. diff --git a/superset/db_engine_specs/base.py b/superset/db_engine_specs/base.py index a30b5dc426403..b9c083e42b94d 100644 --- a/superset/db_engine_specs/base.py +++ b/superset/db_engine_specs/base.py @@ -461,7 +461,7 @@ def get_schema_from_engine_params( # pylint: disable=unused-argument connect_args: dict[str, Any], ) -> str | None: """ - Return the schema configured in a SQLALchemy URI and connection argments, if any. + Return the schema configured in a SQLALchemy URI and connection arguments, if any. """ return None @@ -1144,7 +1144,7 @@ def get_prequeries( connection arguments. For example, in order to specify a default schema in RDS we need to run a query - at the beggining of the session: + at the beginning of the session: sql> set search_path = my_schema; diff --git a/superset/db_engine_specs/lib.py b/superset/db_engine_specs/lib.py index 81b695bf3ed7e..2c7d3a3e62f10 100644 --- a/superset/db_engine_specs/lib.py +++ b/superset/db_engine_specs/lib.py @@ -41,7 +41,7 @@ "alias_in_orderby": "Allows referencing aliases in the ORDER BY statement", "secondary_time_columns": "Supports secondary time columns", "time_groupby_inline": ( - "Allows ommiting time filters from inline GROUP BYs" + "Allows omitting time filters from inline GROUP BYs" ), # E: line too long (80 > 79 characters) "alias_to_source_column": ( "Able to use source column when an alias overshadows it" diff --git a/superset/errors.py b/superset/errors.py index 167ec2d3b4164..a480ea3d28857 100644 --- a/superset/errors.py +++ b/superset/errors.py @@ -131,7 +131,7 @@ class SupersetErrorType(StrEnum): 1025: _("CVAS (create view as select) query is not a SELECT statement."), 1026: _("Query is too complex and takes too long to run."), 1027: _("The database is currently running too many queries."), - 1028: _("One or more parameters specified in the query are malformatted."), + 1028: _("One or more parameters specified in the query are malformed."), 1029: _("The object does not exist in the given database."), 1030: _("The query has a syntax error."), 1031: _("The results backend no longer has the data from the query."), diff --git a/superset/examples/configs/charts/Messages_per_Channel.yaml b/superset/examples/configs/charts/Messages_per_Channel.yaml index 057ffd14c74f3..c24918af73872 100644 --- a/superset/examples/configs/charts/Messages_per_Channel.yaml +++ b/superset/examples/configs/charts/Messages_per_Channel.yaml @@ -50,7 +50,7 @@ params: dashboards: '#3CCCCB' design: '#1FA8C9' developers: '#9EE5E5' - embedd-dashboards: '#ACE1C4' + embedded-dashboards: '#ACE1C4' feature-requests: '#454E7C' general: '#3CCCCB' github-notifications: '#E04355' diff --git a/superset/examples/configs/dashboards/Slack_Dashboard.yaml b/superset/examples/configs/dashboards/Slack_Dashboard.yaml index ca559d89d83a9..c6f9d99be4c03 100644 --- a/superset/examples/configs/dashboards/Slack_Dashboard.yaml +++ b/superset/examples/configs/dashboards/Slack_Dashboard.yaml @@ -251,7 +251,7 @@ metadata: superset_stage_alerts: "#A38F79" contributing: "#8FD3E4" graduation: "#A1A6BD" - embedd-dashboards: "#ACE1C4" + embedded-dashboards: "#ACE1C4" helm-k8-deployment: "#FEC0A1" visualization_plugins: "#B2B2B2" community-feedback: "#EFA1AA" diff --git a/superset/models/dashboard.py b/superset/models/dashboard.py index 0027edaefd023..18c94aa179cee 100644 --- a/superset/models/dashboard.py +++ b/superset/models/dashboard.py @@ -206,7 +206,7 @@ def url(self) -> str: @staticmethod def get_url(id_: int, slug: str | None = None) -> str: - # To be able to generate URL's without instanciating a Dashboard object + # To be able to generate URL's without instantiating a Dashboard object return f"/superset/dashboard/{slug or id_}/" @property diff --git a/superset/models/user_attributes.py b/superset/models/user_attributes.py index 648e5307c603b..b2af44a188945 100644 --- a/superset/models/user_attributes.py +++ b/superset/models/user_attributes.py @@ -28,7 +28,7 @@ class UserAttribute(Model, AuditMixinNullable): Custom attributes attached to the user. Extending the user attribute is tricky due to its dependency on the - authentication typew an circular dependencies in Superset. Instead, we use + authentication type and circular dependencies in Superset. Instead, we use a custom model for adding attributes. """ diff --git a/superset/reports/schemas.py b/superset/reports/schemas.py index cfca8387ac1d8..84c075ffbd3f4 100644 --- a/superset/reports/schemas.py +++ b/superset/reports/schemas.py @@ -86,7 +86,7 @@ "Superset nags you again. (in seconds)" ) working_timeout_description = ( - "If an alert is staled at a working state, how long until it's state is reseted to" + "If an alert is staled at a working state, how long until it's state is reset to" " error" ) creation_method_description = ( diff --git a/superset/security/manager.py b/superset/security/manager.py index 2935e1eb98e22..22769591ab7e9 100644 --- a/superset/security/manager.py +++ b/superset/security/manager.py @@ -2259,7 +2259,7 @@ def raise_for_ownership(self, resource: Model) -> None: Note admins are deemed owners of all resources. - :param resource: The dashboard, dataste, chart, etc. resource + :param resource: The dashboard, dataset, chart, etc. resource :raises SupersetSecurityException: If the current user is not an owner """ diff --git a/superset/translations/en/LC_MESSAGES/messages.json b/superset/translations/en/LC_MESSAGES/messages.json index 4dbdebd944c30..e87511b901d00 100644 --- a/superset/translations/en/LC_MESSAGES/messages.json +++ b/superset/translations/en/LC_MESSAGES/messages.json @@ -2398,7 +2398,7 @@ "One or more parameters needed to configure a database are missing.": [ "" ], - "One or more parameters specified in the query are malformatted.": [""], + "One or more parameters specified in the query are malformed.": [""], "One or more parameters specified in the query are missing.": [""], "One or more required fields are missing in the request. Please try again, and if the problem persists contact your administrator.": [ "" diff --git a/superset/translations/en/LC_MESSAGES/messages.po b/superset/translations/en/LC_MESSAGES/messages.po index 1ce500bd21456..7a84f6d5de070 100644 --- a/superset/translations/en/LC_MESSAGES/messages.po +++ b/superset/translations/en/LC_MESSAGES/messages.po @@ -10123,7 +10123,7 @@ msgid "One or more parameters needed to configure a database are missing." msgstr "" #: superset/errors.py:133 -msgid "One or more parameters specified in the query are malformatted." +msgid "One or more parameters specified in the query are malformed." msgstr "" #: superset/errors.py:107 diff --git a/superset/translations/messages.pot b/superset/translations/messages.pot index 8131da3844c38..8c1cc701f7f70 100644 --- a/superset/translations/messages.pot +++ b/superset/translations/messages.pot @@ -10121,7 +10121,7 @@ msgid "One or more parameters needed to configure a database are missing." msgstr "" #: superset/errors.py:133 -msgid "One or more parameters specified in the query are malformatted." +msgid "One or more parameters specified in the query are malformed." msgstr "" #: superset/errors.py:107 diff --git a/superset/utils/core.py b/superset/utils/core.py index 7cce8795ec6c9..a4d1ec65238d5 100644 --- a/superset/utils/core.py +++ b/superset/utils/core.py @@ -1193,7 +1193,7 @@ def get_filter_key(f: dict[str, Any]) -> str: def merge_request_params(form_data: dict[str, Any], params: dict[str, Any]) -> None: """ Merge request parameters to the key `url_params` in form_data. Only updates - or appends parameters to `form_data` that are defined in `params; pre-existing + or appends parameters to `form_data` that are defined in `params; preexisting parameters not defined in params are left unchanged. :param form_data: object to be updated diff --git a/superset/utils/dashboard_filter_scopes_converter.py b/superset/utils/dashboard_filter_scopes_converter.py index 38090e22b66c2..6cabbbb315a4b 100644 --- a/superset/utils/dashboard_filter_scopes_converter.py +++ b/superset/utils/dashboard_filter_scopes_converter.py @@ -109,7 +109,7 @@ def convert_filter_scopes_to_native_filters( # pylint: disable=invalid-name,too filter-box charts whereas native hierarchical filters are defined via explicit parental relationships, i.e., the inverse. - :param json_metata: The dashboard metadata + :param json_metadata: The dashboard metadata :param position_json: The dashboard layout :param filter_boxes: The filter-box charts associated with the dashboard :returns: The native filter configuration @@ -142,7 +142,7 @@ def convert_filter_scopes_to_native_filters( # pylint: disable=invalid-name,too **(filter_scopes.get(key, {})), } - # Contruct the native filters. + # Construct the native filters. for filter_box in filter_boxes: key = str(filter_box.id) params = json.loads(filter_box.params or "{}") @@ -303,7 +303,7 @@ def convert_filter_scopes_to_native_filters( # pylint: disable=invalid-name,too isinstance(value, dict) and value["type"] == "CHART" and value["meta"]["chartId"] == filter_box.id - and value["parents"] # Misnomer as this the the complete ancestry. + and value["parents"] # Misnomer as this the complete ancestry. ): ancestors_by_id[filter_box.id] = set(value["parents"]) except KeyError: diff --git a/superset/utils/webdriver.py b/superset/utils/webdriver.py index 888e921a8ad5e..39c6d514d6fa9 100644 --- a/superset/utils/webdriver.py +++ b/superset/utils/webdriver.py @@ -249,7 +249,7 @@ def get_screenshot(self, url: str, element_name: str, user: User) -> bytes | Non ) except WebDriverException: logger.exception( - "Encountered an unexpected error when requeating url %s", url + "Encountered an unexpected error when requesting url %s", url ) finally: self.destroy(driver, current_app.config["SCREENSHOT_SELENIUM_RETRIES"]) diff --git a/superset/views/base.py b/superset/views/base.py index 6951f5a79d416..c8802ca25ccfd 100644 --- a/superset/views/base.py +++ b/superset/views/base.py @@ -201,7 +201,7 @@ def deprecated( def _deprecated(f: Callable[..., FlaskResponse]) -> Callable[..., FlaskResponse]: def wraps(self: "BaseSupersetView", *args: Any, **kwargs: Any) -> FlaskResponse: - messsage = ( + message = ( "%s.%s " "This API endpoint is deprecated and will be removed in version %s" ) @@ -211,9 +211,9 @@ def wraps(self: "BaseSupersetView", *args: Any, **kwargs: Any) -> FlaskResponse: eol_version, ] if new_target: - messsage += " . Use the following API endpoint instead: %s" + message += " . Use the following API endpoint instead: %s" logger_args.append(new_target) - logger.warning(messsage, *logger_args) + logger.warning(message, *logger_args) return f(self, *args, **kwargs) return functools.update_wrapper(wraps, f) diff --git a/superset/viz.py b/superset/viz.py index a70d9de22df23..df77cfadead9c 100644 --- a/superset/viz.py +++ b/superset/viz.py @@ -2019,15 +2019,15 @@ def get_spatial_columns(self, key: str) -> list[str]: @staticmethod @deprecated(deprecated_in="3.0") - def parse_coordinates(latlog: Any) -> tuple[float, float] | None: - if not latlog: + def parse_coordinates(latlong: Any) -> tuple[float, float] | None: + if not latlong: return None try: - point = Point(latlog) + point = Point(latlong) return (point.latitude, point.longitude) except Exception as ex: raise SpatialException( - _(f"Invalid spatial point encountered: {latlog}") + _(f"Invalid spatial point encountered: {latlong}") ) from ex @staticmethod @@ -2544,7 +2544,7 @@ def get_data(self, df: pd.DataFrame) -> VizData: metrics = self.metric_labels df = df.pivot_table(index=DTTM_ALIAS, columns=groups, values=metrics) cols = [] - # Be rid of falsey keys + # Be rid of falsy keys for col in df.columns: if col == "": cols.append("N/A") From 7eab59af513ccccb3b1fed7aca5798c98c35fdb8 Mon Sep 17 00:00:00 2001 From: Ville Brofeldt <33317356+villebro@users.noreply.github.com> Date: Fri, 29 Sep 2023 10:48:08 -0700 Subject: [PATCH 061/105] fix(mysql): handle string typed decimal results (#24241) --- superset/db_engine_specs/base.py | 29 +++++++++++++- superset/db_engine_specs/mysql.py | 6 ++- .../unit_tests/db_engine_specs/test_mysql.py | 40 +++++++++++++++++++ 3 files changed, 73 insertions(+), 2 deletions(-) diff --git a/superset/db_engine_specs/base.py b/superset/db_engine_specs/base.py index b9c083e42b94d..f355e4ef8cea8 100644 --- a/superset/db_engine_specs/base.py +++ b/superset/db_engine_specs/base.py @@ -323,6 +323,10 @@ class BaseEngineSpec: # pylint: disable=too-many-public-methods # engine-specific type mappings to check prior to the defaults column_type_mappings: tuple[ColumnTypeMapping, ...] = () + # type-specific functions to mutate values received from the database. + # Needed on certain databases that return values in an unexpected format + column_type_mutators: dict[TypeEngine, Callable[[Any], Any]] = {} + # Does database support join-free timeslot grouping time_groupby_inline = False limit_method = LimitMethod.FORCE_LIMIT @@ -743,7 +747,30 @@ def fetch_data(cls, cursor: Any, limit: int | None = None) -> list[tuple[Any, .. try: if cls.limit_method == LimitMethod.FETCH_MANY and limit: return cursor.fetchmany(limit) - return cursor.fetchall() + data = cursor.fetchall() + description = cursor.description or [] + # Create a mapping between column name and a mutator function to normalize + # values with. The first two items in the description row are + # the column name and type. + column_mutators = { + row[0]: func + for row in description + if ( + func := cls.column_type_mutators.get( + type(cls.get_sqla_column_type(cls.get_datatype(row[1]))) + ) + ) + } + if column_mutators: + indexes = {row[0]: idx for idx, row in enumerate(description)} + for row_idx, row in enumerate(data): + new_row = list(row) + for col, func in column_mutators.items(): + col_idx = indexes[col] + new_row[col_idx] = func(row[col_idx]) + data[row_idx] = tuple(new_row) + + return data except Exception as ex: raise cls.get_dbapi_mapped_exception(ex) from ex diff --git a/superset/db_engine_specs/mysql.py b/superset/db_engine_specs/mysql.py index 4d5604222d74e..687ffee7d565b 100644 --- a/superset/db_engine_specs/mysql.py +++ b/superset/db_engine_specs/mysql.py @@ -17,8 +17,9 @@ import contextlib import re from datetime import datetime +from decimal import Decimal from re import Pattern -from typing import Any, Optional +from typing import Any, Callable, Optional from urllib import parse from flask_babel import gettext as __ @@ -126,6 +127,9 @@ class MySQLEngineSpec(BaseEngineSpec, BasicParametersMixin): GenericDataType.STRING, ), ) + column_type_mutators: dict[types.TypeEngine, Callable[[Any], Any]] = { + DECIMAL: lambda val: Decimal(val) if isinstance(val, str) else val + } _time_grain_expressions = { None: "{col}", diff --git a/tests/unit_tests/db_engine_specs/test_mysql.py b/tests/unit_tests/db_engine_specs/test_mysql.py index 89abf2321d79b..ed643470176ec 100644 --- a/tests/unit_tests/db_engine_specs/test_mysql.py +++ b/tests/unit_tests/db_engine_specs/test_mysql.py @@ -16,6 +16,7 @@ # under the License. from datetime import datetime +from decimal import Decimal from typing import Any, Optional from unittest.mock import Mock, patch @@ -220,3 +221,42 @@ def test_get_schema_from_engine_params() -> None: ) == "db1" ) + + +@pytest.mark.parametrize( + "data,description,expected_result", + [ + ( + [("1.23456", "abc")], + [("dec", "decimal(12,6)"), ("str", "varchar(3)")], + [(Decimal("1.23456"), "abc")], + ), + ( + [(Decimal("1.23456"), "abc")], + [("dec", "decimal(12,6)"), ("str", "varchar(3)")], + [(Decimal("1.23456"), "abc")], + ), + ( + [(None, "abc")], + [("dec", "decimal(12,6)"), ("str", "varchar(3)")], + [(None, "abc")], + ), + ( + [("1.23456", "abc")], + [("dec", "varchar(255)"), ("str", "varchar(3)")], + [("1.23456", "abc")], + ), + ], +) +def test_column_type_mutator( + data: list[tuple[Any, ...]], + description: list[Any], + expected_result: list[tuple[Any, ...]], +): + from superset.db_engine_specs.mysql import MySQLEngineSpec as spec + + mock_cursor = Mock() + mock_cursor.fetchall.return_value = data + mock_cursor.description = description + + assert spec.fetch_data(mock_cursor) == expected_result From 0cebffd59a45bb7256e1817d9792dbe2793fba72 Mon Sep 17 00:00:00 2001 From: Kamil Gabryjelski Date: Fri, 29 Sep 2023 20:54:32 +0200 Subject: [PATCH 062/105] fix: Styles not loading because of faulty CSP setting (#25468) --- superset/config.py | 16 ++++++++++++---- 1 file changed, 12 insertions(+), 4 deletions(-) diff --git a/superset/config.py b/superset/config.py index f14eeaa968a79..20735a77ec58d 100644 --- a/superset/config.py +++ b/superset/config.py @@ -1426,10 +1426,14 @@ def EMAIL_HEADER_MUTATOR( # pylint: disable=invalid-name,unused-argument "https://events.mapbox.com", ], "object-src": "'none'", - "style-src": ["'self'", "'unsafe-inline'"], + "style-src": [ + "'self'", + "'unsafe-inline'", + "https://cdn.jsdelivr.net/npm/swagger-ui-dist@5/swagger-ui.css", + ], "script-src": ["'self'", "'strict-dynamic'"], }, - "content_security_policy_nonce_in": ["script-src", "style-src"], + "content_security_policy_nonce_in": ["script-src"], "force_https": False, } # React requires `eval` to work correctly in dev mode @@ -1444,10 +1448,14 @@ def EMAIL_HEADER_MUTATOR( # pylint: disable=invalid-name,unused-argument "https://events.mapbox.com", ], "object-src": "'none'", - "style-src": ["'self'", "'unsafe-inline'"], + "style-src": [ + "'self'", + "'unsafe-inline'", + "https://cdn.jsdelivr.net/npm/swagger-ui-dist@5/swagger-ui.css", + ], "script-src": ["'self'", "'unsafe-inline'", "'unsafe-eval'"], }, - "content_security_policy_nonce_in": ["script-src", "style-src"], + "content_security_policy_nonce_in": ["script-src"], "force_https": False, } From 85251f8cae6fa2d6a77a73697fb0575cd37c1c92 Mon Sep 17 00:00:00 2001 From: "Hugh A. Miles II" Date: Fri, 29 Sep 2023 22:13:26 -0400 Subject: [PATCH 063/105] fix: Tags Page Polish (#25403) Co-authored-by: Lily Kuang --- .../features/allEntities/AllEntitiesTable.tsx | 112 +++++++++++++++--- .../src/pages/AllEntities/index.tsx | 9 +- .../src/pages/DashboardList/index.tsx | 2 +- superset/daos/tag.py | 16 +-- superset/tags/schemas.py | 14 ++- 5 files changed, 116 insertions(+), 37 deletions(-) diff --git a/superset-frontend/src/features/allEntities/AllEntitiesTable.tsx b/superset-frontend/src/features/allEntities/AllEntitiesTable.tsx index 79e1c11eccde9..75491c5baa2b1 100644 --- a/superset-frontend/src/features/allEntities/AllEntitiesTable.tsx +++ b/superset-frontend/src/features/allEntities/AllEntitiesTable.tsx @@ -22,18 +22,33 @@ import { t, styled, logging } from '@superset-ui/core'; import TableView, { EmptyWrapperType } from 'src/components/TableView'; import { addDangerToast } from 'src/components/MessageToasts/actions'; import Loading from 'src/components/Loading'; +import { TagsList } from 'src/components/Tags'; +import FacePile from 'src/components/FacePile'; +import Tag from 'src/types/TagType'; +import Owner from 'src/types/Owner'; +import { EmptyStateBig } from 'src/components/EmptyState'; import { fetchObjects } from '../tags/tags'; +const MAX_TAGS_TO_SHOW = 3; + const AllEntitiesTableContainer = styled.div` text-align: left; border-radius: ${({ theme }) => theme.gridUnit * 1}px 0; - margin: 0 ${({ theme }) => theme.gridUnit * 4}px; .table { table-layout: fixed; } .td { width: 33%; } + .entity-title { + font-family: Inter; + font-size: ${({ theme }) => theme.typography.sizes.m}px; + font-weight: ${({ theme }) => theme.typography.weights.medium}; + line-height: 17px; + letter-spacing: 0px; + text-align: left; + margin: ${({ theme }) => theme.gridUnit * 4}px 0; + } `; interface TaggedObject { @@ -44,6 +59,8 @@ interface TaggedObject { changed_on: moment.MomentInput; created_by: number | undefined; creator: string; + owners: Owner[]; + tags: Tag[]; } interface TaggedObjects { @@ -54,10 +71,12 @@ interface TaggedObjects { interface AllEntitiesTableProps { search?: string; + setShowTagModal: (show: boolean) => void; } export default function AllEntitiesTable({ search = '', + setShowTagModal, }: AllEntitiesTableProps) { type objectType = 'dashboard' | 'chart' | 'query'; @@ -66,8 +85,19 @@ export default function AllEntitiesTable({ chart: [], query: [], }); + const [isLoading, setLoading] = useState(true); + const showListViewObjs = + objects.dashboard.length > 0 || + objects.chart.length > 0 || + objects.query.length > 0; useEffect(() => { + if (search === '') { + return; + } + + setLoading(true); + fetchObjects( { tags: search, types: null }, (data: TaggedObject[]) => { @@ -77,6 +107,7 @@ export default function AllEntitiesTable({ objects[object_type].push(object); }); setObjects(objects); + setLoading(false); }, (error: Response) => { addDangerToast('Error Fetching Tagged Objects'); @@ -89,7 +120,10 @@ export default function AllEntitiesTable({ const data = objects[type].map((o: TaggedObject) => ({ [type]: {o.name}, modified: moment.utc(o.changed_on).fromNow(), + tags: o.tags, + owners: o.owners, })); + return ( ( + // Only show custom type tags + + tag.type === 'TagTypes.custom' || tag.type === 1, + )} + maxTags={MAX_TAGS_TO_SHOW} + /> + ), + Header: t('Tags'), + accessor: 'tags', + disableSortBy: true, + }, + { + Cell: ({ + row: { + original: { owners = [] }, + }, + }: any) => , + Header: t('Owners'), + accessor: 'owners', + disableSortBy: true, + size: 'xl', }, - { accessor: 'modified', Header: 'Modified' }, ]} /> ); }; - if (objects) { - return ( - -

{t('Dashboards')}

- {renderTable('dashboard')} -
-

{t('Charts')}

- {renderTable('chart')} -
-

{t('Queries')}

- {renderTable('query')} - - ); - } - return ; + if (isLoading) return ; + return ( + + {showListViewObjs ? ( + <> +
{t('Dashboards')}
+ {renderTable('dashboard')} +
{t('Charts')}
+ {renderTable('chart')} +
{t('Queries')}
+ {renderTable('query')} + + ) : ( + setShowTagModal(true)} + buttonText={t('Add tag to entities')} + /> + )} + + ); } diff --git a/superset-frontend/src/pages/AllEntities/index.tsx b/superset-frontend/src/pages/AllEntities/index.tsx index eaa8e35703e3f..63d5883537cd9 100644 --- a/superset-frontend/src/pages/AllEntities/index.tsx +++ b/superset-frontend/src/pages/AllEntities/index.tsx @@ -57,7 +57,7 @@ const AllEntitiesContainer = styled.div` margin-bottom: ${theme.gridUnit * 1}px; } .entities { - margin: ${theme.gridUnit * 7.5}px; 0px; + margin: ${theme.gridUnit * 6}px; 0px; } `} `; @@ -88,6 +88,7 @@ function AllEntities() { const [tag, setTag] = useState(null); const [showTagModal, setShowTagModal] = useState(false); const { addSuccessToast, addDangerToast } = useToasts(); + const editableTitleProps = { title: tag?.name || '', placeholder: 'testing', @@ -166,10 +167,14 @@ function AllEntities() { menuDropdownProps={{ disabled: true, }} + showMenuDropdown={false} />
- +
); diff --git a/superset-frontend/src/pages/DashboardList/index.tsx b/superset-frontend/src/pages/DashboardList/index.tsx index 29bb51b961c71..d7760ffbbc62c 100644 --- a/superset-frontend/src/pages/DashboardList/index.tsx +++ b/superset-frontend/src/pages/DashboardList/index.tsx @@ -86,7 +86,7 @@ interface DashboardListProps { }; } -interface Dashboard { +export interface Dashboard { changed_by_name: string; changed_on_delta_humanized: string; changed_by: string; diff --git a/superset/daos/tag.py b/superset/daos/tag.py index c063657ea09af..b6872a53765ec 100644 --- a/superset/daos/tag.py +++ b/superset/daos/tag.py @@ -175,16 +175,6 @@ def get_tagged_objects_for_tags( returns a list of tagged objects filtered by tag names and object types if no filters applied returns all tagged objects """ - # id = fields.Int() - # type = fields.String() - # name = fields.String() - # url = fields.String() - # changed_on = fields.DateTime() - # created_by = fields.Nested(UserSchema) - # creator = fields.String( - - # filter types - results: list[dict[str, Any]] = [] # dashboards @@ -211,6 +201,8 @@ def get_tagged_objects_for_tags( "changed_on": obj.changed_on, "created_by": obj.created_by_fk, "creator": obj.creator(), + "tags": obj.tags, + "owners": obj.owners, } for obj in dashboards ) @@ -238,6 +230,8 @@ def get_tagged_objects_for_tags( "changed_on": obj.changed_on, "created_by": obj.created_by_fk, "creator": obj.creator(), + "tags": obj.tags, + "owners": obj.owners, } for obj in charts ) @@ -265,6 +259,8 @@ def get_tagged_objects_for_tags( "changed_on": obj.changed_on, "created_by": obj.created_by_fk, "creator": obj.creator(), + "tags": obj.tags, + "owners": [obj.creator()], } for obj in saved_queries ) diff --git a/superset/tags/schemas.py b/superset/tags/schemas.py index 571a2a03c9e74..75fdc2410ad0d 100644 --- a/superset/tags/schemas.py +++ b/superset/tags/schemas.py @@ -38,6 +38,12 @@ } +class TagGetResponseSchema(Schema): + id = fields.Int() + name = fields.String() + type = fields.String() + + class TaggedObjectEntityResponseSchema(Schema): id = fields.Int() type = fields.String() @@ -46,12 +52,8 @@ class TaggedObjectEntityResponseSchema(Schema): changed_on = fields.DateTime() created_by = fields.Nested(UserSchema(exclude=["username"])) creator = fields.String() - - -class TagGetResponseSchema(Schema): - id = fields.Int() - name = fields.String() - type = fields.String() + tags = fields.List(fields.Nested(TagGetResponseSchema)) + owners = fields.List(fields.Nested(UserSchema)) class TagObjectSchema(Schema): From ddde178e3bf2d73811e3e39dbb79a9a86f1e0970 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=CA=88=E1=B5=83=E1=B5=A2?= Date: Fri, 29 Sep 2023 19:31:20 -0700 Subject: [PATCH 064/105] fix(sqllab): error with lazy_gettext for tab titles (#25469) --- superset/views/sql_lab/views.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/superset/views/sql_lab/views.py b/superset/views/sql_lab/views.py index f07705bac3f42..012fdc2dc50c3 100644 --- a/superset/views/sql_lab/views.py +++ b/superset/views/sql_lab/views.py @@ -21,7 +21,7 @@ from flask_appbuilder import expose from flask_appbuilder.models.sqla.interface import SQLAInterface from flask_appbuilder.security.decorators import has_access, has_access_api -from flask_babel import lazy_gettext as _ +from flask_babel import gettext as __ from sqlalchemy import and_ from superset import db @@ -90,7 +90,7 @@ def post(self) -> FlaskResponse: user_id=get_user_id(), # This is for backward compatibility label=query_editor.get("name") - or query_editor.get("title", _("Untitled Query")), + or query_editor.get("title", __("Untitled Query")), active=True, database_id=query_editor["dbId"], schema=query_editor.get("schema"), From a14fcc95e72c29746b077b63fbef7bd497bbac43 Mon Sep 17 00:00:00 2001 From: Jay Zuo Date: Sat, 30 Sep 2023 01:11:10 -0400 Subject: [PATCH 065/105] chore(misc): Typos in config.py (#25465) Co-authored-by: Sam Firke --- superset/config.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/superset/config.py b/superset/config.py index 20735a77ec58d..afe41fe5949ef 100644 --- a/superset/config.py +++ b/superset/config.py @@ -348,7 +348,7 @@ def _try_json_readsha(filepath: str, length: int) -> str | None: BABEL_DEFAULT_LOCALE = "en" # Your application default translation path BABEL_DEFAULT_FOLDER = "superset/translations" -# The allowed translation for you app +# The allowed translation for your app LANGUAGES = { "en": {"flag": "us", "name": "English"}, "es": {"flag": "es", "name": "Spanish"}, @@ -811,7 +811,7 @@ class D3Format(TypedDict, total=False): # Map of custom time grains and artificial join column producers used # when generating the join key between results and time shifts. -# See supeset/common/query_context_processor.get_aggregated_join_column +# See superset/common/query_context_processor.get_aggregated_join_column # # Example of a join column producer that aggregates by fiscal year # def join_producer(row: Series, column_index: int) -> str: @@ -1114,7 +1114,7 @@ def CSV_TO_HIVE_UPLOAD_DIRECTORY_FUNC( # pylint: disable=invalid-name # basis. Example value = `{"presto": CustomPrestoTemplateProcessor}` CUSTOM_TEMPLATE_PROCESSORS: dict[str, type[BaseTemplateProcessor]] = {} -# Roles that are controlled by the API / Superset and should not be changes +# Roles that are controlled by the API / Superset and should not be changed # by humans. ROBOT_PERMISSION_ROLES = ["Public", "Gamma", "Alpha", "Admin", "sql_lab"] From e36e0fdf25629c4278dfb925491b6214c9e4def8 Mon Sep 17 00:00:00 2001 From: yousoph Date: Fri, 29 Sep 2023 22:11:19 -0700 Subject: [PATCH 066/105] chore: Update Explore tooltip copy (#25438) --- .../src/shared-controls/dndControls.tsx | 36 ++++++++++++------- .../src/shared-controls/sharedControls.tsx | 18 +++++----- .../src/plugin/controls/metrics.tsx | 4 ++- .../plugin-chart-table/src/controlPanel.tsx | 10 ++++-- 4 files changed, 44 insertions(+), 24 deletions(-) diff --git a/superset-frontend/packages/superset-ui-chart-controls/src/shared-controls/dndControls.tsx b/superset-frontend/packages/superset-ui-chart-controls/src/shared-controls/dndControls.tsx index c915e8a89d2f2..9a15f5c5c37e6 100644 --- a/superset-frontend/packages/superset-ui-chart-controls/src/shared-controls/dndControls.tsx +++ b/superset-frontend/packages/superset-ui-chart-controls/src/shared-controls/dndControls.tsx @@ -71,8 +71,9 @@ export const dndGroupByControl: SharedControlConfig< default: [], includeTime: false, description: t( - 'One or many columns to group by. High cardinality groupings should include a sort by metric ' + - 'and series limit to limit the number of fetched and rendered series.', + 'Dimensions contain qualitative values such as names, dates, or geographical data. ' + + 'Use dimensions to categorize, segment, and reveal the details in your data. ' + + 'Dimensions affect the level of detail in the view.', ), optionRenderer: (c: ColumnMeta) => , valueRenderer: (c: ColumnMeta) => , @@ -108,7 +109,7 @@ export const dndGroupByControl: SharedControlConfig< export const dndColumnsControl: typeof dndGroupByControl = { ...dndGroupByControl, label: t('Columns'), - description: t('One or many columns to pivot as columns'), + description: t('Add dataset columns here to group the pivot table columns.'), }; export const dndSeriesControl: typeof dndGroupByControl = { @@ -118,8 +119,7 @@ export const dndSeriesControl: typeof dndGroupByControl = { default: null, description: t( 'Defines the grouping of entities. ' + - 'Each series is shown as a specific color on the chart and ' + - 'has a legend toggle', + 'Each series is represented by a specific color in the chart.', ), }; @@ -166,21 +166,29 @@ export const dndAdhocMetricsControl: SharedControlConfig< datasource, datasourceType: datasource?.type, }), - description: t('One or many metrics to display'), + description: t( + 'Select one or many metrics to display. ' + + 'You can use an aggregation function on a column ' + + 'or write custom SQL to create a metric.', + ), }; export const dndAdhocMetricControl: typeof dndAdhocMetricsControl = { ...dndAdhocMetricsControl, multi: false, label: t('Metric'), - description: t('Metric'), + description: t( + 'Select a metric to display. ' + + 'You can use an aggregation function on a column ' + + 'or write custom SQL to create a metric.', + ), }; export const dndAdhocMetricControl2: typeof dndAdhocMetricControl = { ...dndAdhocMetricControl, label: t('Right Axis Metric'), clearable: true, - description: t('Choose a metric for right axis'), + description: t('Select a metric to display on the right axis'), }; export const dndSortByControl: SharedControlConfig< @@ -190,8 +198,8 @@ export const dndSortByControl: SharedControlConfig< label: t('Sort by'), default: null, description: t( - 'Metric used to define how the top series are sorted if a series or row limit is present. ' + - 'If undefined reverts to the first metric (where appropriate).', + 'This metric is used to define row selection criteria (how the rows are sorted) if a series or row limit is present. ' + + 'If not defined, it reverts to the first metric (where appropriate).', ), mapStateToProps: ({ datasource }) => ({ columns: datasource?.columns || [], @@ -211,14 +219,18 @@ export const dndSizeControl: typeof dndAdhocMetricControl = { export const dndXControl: typeof dndAdhocMetricControl = { ...dndAdhocMetricControl, label: t('X Axis'), - description: t('Metric assigned to the [X] axis'), + description: t( + "The dataset column/metric that returns the values on your chart's x-axis.", + ), default: null, }; export const dndYControl: typeof dndAdhocMetricControl = { ...dndAdhocMetricControl, label: t('Y Axis'), - description: t('Metric assigned to the [Y] axis'), + description: t( + "The dataset column/metric that returns the values on your chart's y-axis.", + ), default: null, }; diff --git a/superset-frontend/packages/superset-ui-chart-controls/src/shared-controls/sharedControls.tsx b/superset-frontend/packages/superset-ui-chart-controls/src/shared-controls/sharedControls.tsx index abf5153bb0d51..57419b491899f 100644 --- a/superset-frontend/packages/superset-ui-chart-controls/src/shared-controls/sharedControls.tsx +++ b/superset-frontend/packages/superset-ui-chart-controls/src/shared-controls/sharedControls.tsx @@ -198,11 +198,9 @@ const time_grain_sqla: SharedControlConfig<'SelectControl'> = { : 'P1D'; }, description: t( - 'The time granularity for the visualization. This ' + - 'applies a date transformation to alter ' + - 'your time column and defines a new time granularity. ' + - 'The options here are defined on a per database ' + - 'engine basis in the Superset source code.', + 'Select a time grain for the visualization. The ' + + 'grain is the time interval represented by a ' + + 'single point on the chart.', ), mapStateToProps: ({ datasource }) => ({ choices: (datasource as Dataset)?.time_grain_sqla || [], @@ -232,7 +230,7 @@ const time_range: SharedControlConfig<'DateFilterControl'> = { label: TIME_FILTER_LABELS.time_range, default: NO_TIME_RANGE, // this value is an empty filter constant so shouldn't translate it. description: t( - 'The time range for the visualization. All relative times, e.g. "Last month", ' + + 'This control filters the whole chart based on the selected time range. All relative times, e.g. "Last month", ' + '"Last 7 days", "now", etc. are evaluated on the server using the server\'s ' + 'local time (sans timezone). All tooltips and placeholder times are expressed ' + 'in UTC (sans timezone). The timestamps are then evaluated by the database ' + @@ -248,14 +246,18 @@ const row_limit: SharedControlConfig<'SelectControl'> = { validators: [legacyValidateInteger], default: 10000, choices: formatSelectOptions(ROW_LIMIT_OPTIONS), - description: t('Limits the number of rows that get displayed.'), + description: t( + 'Limits the number of the rows that are computed in the query that is the source of the data used for this chart.', + ), }; const order_desc: SharedControlConfig<'CheckboxControl'> = { type: 'CheckboxControl', label: t('Sort Descending'), default: true, - description: t('Whether to sort descending or ascending'), + description: t( + 'If enabled, this control sorts the results/values descending, otherwise it sorts the results ascending.', + ), visibility: ({ controls }) => Boolean( controls?.timeseries_limit_metric.value && diff --git a/superset-frontend/plugins/plugin-chart-handlebars/src/plugin/controls/metrics.tsx b/superset-frontend/plugins/plugin-chart-handlebars/src/plugin/controls/metrics.tsx index c6aad5e320ba3..5de81b5fbf323 100644 --- a/superset-frontend/plugins/plugin-chart-handlebars/src/plugin/controls/metrics.tsx +++ b/superset-frontend/plugins/plugin-chart-handlebars/src/plugin/controls/metrics.tsx @@ -32,7 +32,9 @@ const percentMetrics: typeof sharedControls.metrics = { type: 'MetricsControl', label: t('Percentage metrics'), description: t( - 'Metrics for which percentage of total are to be displayed. Calculated from only data within the row limit.', + 'Select one or many metrics to display, that will be displayed in the percentages of total. ' + + 'Percentage metrics will be calculated only from data within the row limit. ' + + 'You can use an aggregation function on a column or write custom SQL to create a percentage metric.', ), multi: true, visibility: isAggMode, diff --git a/superset-frontend/plugins/plugin-chart-table/src/controlPanel.tsx b/superset-frontend/plugins/plugin-chart-table/src/controlPanel.tsx index 788643e130bbd..a59ade460a5fc 100644 --- a/superset-frontend/plugins/plugin-chart-table/src/controlPanel.tsx +++ b/superset-frontend/plugins/plugin-chart-table/src/controlPanel.tsx @@ -124,7 +124,9 @@ const percentMetricsControl: typeof sharedControls.metrics = { ...sharedControls.metrics, label: t('Percentage metrics'), description: t( - 'Metrics for which percentage of total are to be displayed. Calculated from only data within the row limit.', + 'Select one or many metrics to display, that will be displayed in the percentages of total. ' + + 'Percentage metrics will be calculated only from data within the row limit. ' + + 'You can use an aggregation function on a column or write custom SQL to create a percentage metric.', ), visibility: isAggMode, resetOnHide: false, @@ -351,7 +353,9 @@ const config: ControlPanelConfig = { type: 'CheckboxControl', label: t('Sort descending'), default: true, - description: t('Whether to sort descending or ascending'), + description: t( + 'If enabled, this control sorts the results/values descending, otherwise it sorts the results ascending.', + ), visibility: isAggMode, resetOnHide: false, }, @@ -455,7 +459,7 @@ const config: ControlPanelConfig = { renderTrigger: true, default: true, description: t( - 'Whether to colorize numeric values by if they are positive or negative', + 'Whether to colorize numeric values by whether they are positive or negative', ), }, }, From b33d152a5bec2d2a94f49d8b85a6d8fd168eb2ca Mon Sep 17 00:00:00 2001 From: Sam Firke Date: Sat, 30 Sep 2023 01:12:11 -0400 Subject: [PATCH 067/105] docs(FAQ): remove reference to filter box, add Q&A re: usage analytics (#25435) --- docs/docs/frequently-asked-questions.mdx | 50 ++++-------------------- 1 file changed, 7 insertions(+), 43 deletions(-) diff --git a/docs/docs/frequently-asked-questions.mdx b/docs/docs/frequently-asked-questions.mdx index 909ba8ebfd4da..97bbc77b0feef 100644 --- a/docs/docs/frequently-asked-questions.mdx +++ b/docs/docs/frequently-asked-questions.mdx @@ -95,49 +95,6 @@ to **.env** and **.env-non-dev** at the key MAPBOX_API_KEY: MAPBOX_API_KEY = "longstringofalphanumer1c" ``` -### How to add dynamic filters to a dashboard? - -Use the **Filter Box** widget, build a slice, and add it to your dashboard. - -The **Filter Box** widget allows you to define a query to populate dropdowns that can be used for -filtering. To build the list of distinct values, we run a query, and sort the result by the metric -you provide, sorting descending. - -The widget also has a checkbox **Date Filter**, which enables time filtering capabilities to your -dashboard. After checking the box and refreshing, you’ll see a from and a to dropdown show up. - -By default, the filtering will be applied to all the slices that are built on top of a datasource -that shares the column name that the filter is based on. It’s also a requirement for that column to -be checked as “filterable” in the column tab of the table editor. - -But what about if you don’t want certain widgets to get filtered on your dashboard? You can do that -by editing your dashboard, and in the form, edit the JSON Metadata field, more specifically the -`filter_immune_slices` key, that receives an array of sliceIds that should never be affected by any -dashboard level filtering. - -``` -{ - "filter_immune_slices": [324, 65, 92], - "expanded_slices": {}, - "filter_immune_slice_fields": { - "177": ["country_name", "__time_range"], - "32": ["__time_range"] - }, - "timed_refresh_immune_slices": [324] -} -``` - -In the json blob above, slices 324, 65 and 92 won’t be affected by any dashboard level filtering. - -Now note the `filter_immune_slice_fields` key. This one allows you to be more specific and define -for a specific slice_id, which filter fields should be disregarded. - -Note the use of the `__time_range` keyword, which is reserved for dealing with the time boundary -filtering mentioned above. - -But what happens with filtering when dealing with slices coming from different tables or databases? -If the column name is shared, the filter will be applied, it’s as simple as that. - ### How to limit the timed refresh on a dashboard? By default, the dashboard timed refresh feature allows you to automatically re-query every slice on @@ -295,6 +252,13 @@ guarantees and are not recommended but may fit your use case temporarily: - using the internal FAB ModelView API (to be deprecated in Superset) - altering the source code in your fork +### How can I see usage statistics (e.g., monthly active users)? + +This functionality is not included with Superset, but you can extract and analyze Superset's application +metadata to see what actions have occurred. By default, user activities are logged in the `logs` table +in Superset's metadata database. One company has published a write-up of [how they analyzed Superset +usage, including example queries](https://engineering.hometogo.com/monitor-superset-usage-via-superset-c7f9fba79525). + ### What Does Hours Offset in the Edit Dataset view do? In the Edit Dataset view, you can specify a time offset. This field lets you configure the From 6aed5887e5188bbb4267d30629eef4bffb0fd341 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Fri, 29 Sep 2023 23:13:53 -0600 Subject: [PATCH 068/105] build(deps-dev): bump @types/jsonwebtoken from 9.0.2 to 9.0.3 in /superset-websocket (#25325) Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- superset-websocket/package-lock.json | 14 +++++++------- superset-websocket/package.json | 2 +- 2 files changed, 8 insertions(+), 8 deletions(-) diff --git a/superset-websocket/package-lock.json b/superset-websocket/package-lock.json index 59addd5fe4d8f..0c07558fa0ce5 100644 --- a/superset-websocket/package-lock.json +++ b/superset-websocket/package-lock.json @@ -21,7 +21,7 @@ "@types/cookie": "^0.5.1", "@types/ioredis": "^4.27.8", "@types/jest": "^27.0.2", - "@types/jsonwebtoken": "^9.0.2", + "@types/jsonwebtoken": "^9.0.3", "@types/node": "^20.6.0", "@types/uuid": "^9.0.4", "@types/ws": "^8.5.5", @@ -1318,9 +1318,9 @@ "dev": true }, "node_modules/@types/jsonwebtoken": { - "version": "9.0.2", - "resolved": "https://registry.npmjs.org/@types/jsonwebtoken/-/jsonwebtoken-9.0.2.tgz", - "integrity": "sha512-drE6uz7QBKq1fYqqoFKTDRdFCPHd5TCub75BM+D+cMx7NU9hUz7SESLfC2fSCXVFMO5Yj8sOWHuGqPgjc+fz0Q==", + "version": "9.0.3", + "resolved": "https://registry.npmjs.org/@types/jsonwebtoken/-/jsonwebtoken-9.0.3.tgz", + "integrity": "sha512-b0jGiOgHtZ2jqdPgPnP6WLCXZk1T8p06A/vPGzUvxpFGgKMbjXJDjC5m52ErqBnIuWZFgGoIJyRdeG5AyreJjA==", "dev": true, "dependencies": { "@types/node": "*" @@ -7065,9 +7065,9 @@ "dev": true }, "@types/jsonwebtoken": { - "version": "9.0.2", - "resolved": "https://registry.npmjs.org/@types/jsonwebtoken/-/jsonwebtoken-9.0.2.tgz", - "integrity": "sha512-drE6uz7QBKq1fYqqoFKTDRdFCPHd5TCub75BM+D+cMx7NU9hUz7SESLfC2fSCXVFMO5Yj8sOWHuGqPgjc+fz0Q==", + "version": "9.0.3", + "resolved": "https://registry.npmjs.org/@types/jsonwebtoken/-/jsonwebtoken-9.0.3.tgz", + "integrity": "sha512-b0jGiOgHtZ2jqdPgPnP6WLCXZk1T8p06A/vPGzUvxpFGgKMbjXJDjC5m52ErqBnIuWZFgGoIJyRdeG5AyreJjA==", "dev": true, "requires": { "@types/node": "*" diff --git a/superset-websocket/package.json b/superset-websocket/package.json index 53569a02dfed3..af2be402b9b9e 100644 --- a/superset-websocket/package.json +++ b/superset-websocket/package.json @@ -28,7 +28,7 @@ "@types/cookie": "^0.5.1", "@types/ioredis": "^4.27.8", "@types/jest": "^27.0.2", - "@types/jsonwebtoken": "^9.0.2", + "@types/jsonwebtoken": "^9.0.3", "@types/node": "^20.6.0", "@types/uuid": "^9.0.4", "@types/ws": "^8.5.5", From 8553b06155249c3583cf0dcd22221ec06cbb833d Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Fri, 29 Sep 2023 23:15:57 -0600 Subject: [PATCH 069/105] build(deps-dev): bump prettier from 3.0.2 to 3.0.3 in /superset-websocket (#25120) Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- superset-websocket/package-lock.json | 14 +++++++------- superset-websocket/package.json | 2 +- 2 files changed, 8 insertions(+), 8 deletions(-) diff --git a/superset-websocket/package-lock.json b/superset-websocket/package-lock.json index 0c07558fa0ce5..a5e8633d69fba 100644 --- a/superset-websocket/package-lock.json +++ b/superset-websocket/package-lock.json @@ -30,7 +30,7 @@ "eslint": "^8.49.0", "eslint-config-prettier": "^9.0.0", "jest": "^27.3.1", - "prettier": "^3.0.2", + "prettier": "^3.0.3", "ts-jest": "^27.0.7", "ts-node": "^10.9.1", "typescript": "^4.9.5" @@ -4898,9 +4898,9 @@ } }, "node_modules/prettier": { - "version": "3.0.2", - "resolved": "https://registry.npmjs.org/prettier/-/prettier-3.0.2.tgz", - "integrity": "sha512-o2YR9qtniXvwEZlOKbveKfDQVyqxbEIWn48Z8m3ZJjBjcCmUy3xZGIv+7AkaeuaTr6yPXJjwv07ZWlsWbEy1rQ==", + "version": "3.0.3", + "resolved": "https://registry.npmjs.org/prettier/-/prettier-3.0.3.tgz", + "integrity": "sha512-L/4pUDMxcNa8R/EthV08Zt42WBO4h1rarVtK0K+QJG0X187OLo7l699jWw0GKuwzkPQ//jMFA/8Xm6Fh3J/DAg==", "dev": true, "bin": { "prettier": "bin/prettier.cjs" @@ -9787,9 +9787,9 @@ "dev": true }, "prettier": { - "version": "3.0.2", - "resolved": "https://registry.npmjs.org/prettier/-/prettier-3.0.2.tgz", - "integrity": "sha512-o2YR9qtniXvwEZlOKbveKfDQVyqxbEIWn48Z8m3ZJjBjcCmUy3xZGIv+7AkaeuaTr6yPXJjwv07ZWlsWbEy1rQ==", + "version": "3.0.3", + "resolved": "https://registry.npmjs.org/prettier/-/prettier-3.0.3.tgz", + "integrity": "sha512-L/4pUDMxcNa8R/EthV08Zt42WBO4h1rarVtK0K+QJG0X187OLo7l699jWw0GKuwzkPQ//jMFA/8Xm6Fh3J/DAg==", "dev": true }, "pretty-format": { diff --git a/superset-websocket/package.json b/superset-websocket/package.json index af2be402b9b9e..31782f6f693ee 100644 --- a/superset-websocket/package.json +++ b/superset-websocket/package.json @@ -37,7 +37,7 @@ "eslint": "^8.49.0", "eslint-config-prettier": "^9.0.0", "jest": "^27.3.1", - "prettier": "^3.0.2", + "prettier": "^3.0.3", "ts-jest": "^27.0.7", "ts-node": "^10.9.1", "typescript": "^4.9.5" From 0d0a81c0d2a3efcfa92c7a1ac441760d5a4bc8ff Mon Sep 17 00:00:00 2001 From: Yaswanth-Perumalla <109591061+Yaswanth-Perumalla@users.noreply.github.com> Date: Sun, 1 Oct 2023 00:47:14 +0530 Subject: [PATCH 070/105] fix(Indian Map Changes): fixed-Indian-map-border (#24927) --- .../Country Map GeoJSON Generator.ipynb | 3759 +++++++++-------- .../src/countries/india.geojson | 4 +- 2 files changed, 1966 insertions(+), 1797 deletions(-) diff --git a/superset-frontend/plugins/legacy-plugin-chart-country-map/scripts/Country Map GeoJSON Generator.ipynb b/superset-frontend/plugins/legacy-plugin-chart-country-map/scripts/Country Map GeoJSON Generator.ipynb index 757db2374a38d..4f20bc93df5d5 100644 --- a/superset-frontend/plugins/legacy-plugin-chart-country-map/scripts/Country Map GeoJSON Generator.ipynb +++ b/superset-frontend/plugins/legacy-plugin-chart-country-map/scripts/Country Map GeoJSON Generator.ipynb @@ -1,1918 +1,2087 @@ { - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Generate GeoJSON from Natural Earth Data" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Install Dependencies" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "```\n", - "pip install geopandas shapely matplotlib\n", - "```" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Download Data\n", - "\n", - "Download datasets (_Admin 0 - Countries_ in [1:10](https://www.naturalearthdata.com/downloads/10m-cultural-vectors/), and _Admin 1 – States, Provinces_ in 1:10 and [1:50](https://www.naturalearthdata.com/downloads/50m-cultural-vectors/)) from Natural Earch Data:" - ] - }, - { - "cell_type": "code", - "execution_count": 35, - "metadata": {}, - "outputs": [ + "cells": [ { - "name": "stdout", - "output_type": "stream", - "text": [ - "Skip ne_10m_admin_0_countries.zip because it already exists\n", - "Skip ne_10m_admin_1_states_provinces.zip because it already exists\n", - "Skip ne_50m_admin_1_states_provinces.zip because it already exists\n", - "Done. \n" - ] - } - ], - "source": [ - "import os\n", - "import requests\n", - "\n", - "data_dir = os.path.expanduser(\"~/Downloads\")\n", - "if not os.path.exists(data_dir):\n", - " os.mkdir(data_dir)\n", - "\n", - "def download_files(skip_existing=True):\n", - " for url in [\n", - " \"https://www.naturalearthdata.com/http//www.naturalearthdata.com/download/10m/cultural/ne_10m_admin_0_countries.zip\",\n", - " \"https://www.naturalearthdata.com/http//www.naturalearthdata.com/download/10m/cultural/ne_10m_admin_1_states_provinces.zip\",\n", - " \"https://www.naturalearthdata.com/http//www.naturalearthdata.com/download/50m/cultural/ne_50m_admin_1_states_provinces.zip\"\n", - " ]:\n", - " file_name = url.split('/')[-1]\n", - " full_file_name = f'{data_dir}/{file_name}'\n", - " with requests.get(\n", - " url,\n", - " headers={\n", - " \"accept-encoding\": \"gzip, deflate, br\",\n", - " \"user-agent\": \"Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/97.0.4692.71 Safari/537.36\"\n", - " },\n", - " stream=True,\n", - " ) as res:\n", - " file_size = int(res.headers['content-length'])\n", - " if res.status_code != 200:\n", - " print(\"Error downloading files. Please open the URL to download them from browser manually.\")\n", - " break\n", - " if (\n", - " skip_existing and\n", - " os.path.exists(full_file_name) and\n", - " file_size == os.path.getsize(full_file_name)\n", - " ):\n", - " print(f\"Skip {file_name} because it already exists\")\n", - " continue\n", - " print(f\"Downloading {file_name}... \\r\", end=\"\")\n", - " with open(full_file_name, \"wb\") as fh:\n", - " fh.write(res.content)\n", - " print(\"Done. \")\n", - "\n", - "download_files(skip_existing=True)" - ] - }, - { - "cell_type": "code", - "execution_count": 36, - "metadata": {}, - "outputs": [], - "source": [ - "import os\n", - "import geopandas as gpd\n", - "import matplotlib.pyplot as plt\n", - "import shapely\n", - "\n", - "df_admin0_10m = gpd.read_file(f\"{data_dir}/ne_10m_admin_0_countries.zip\")\n", - "df_10m = gpd.read_file(f\"{data_dir}/ne_10m_admin_1_states_provinces.zip\")\n", - "df_50m = gpd.read_file(f\"{data_dir}/ne_50m_admin_1_states_provinces.zip\")" - ] - }, - { - "cell_type": "code", - "execution_count": 37, - "metadata": {}, - "outputs": [ + "cell_type": "markdown", + "metadata": { + "id": "65aIalqEt1LR" + }, + "source": [ + "# Generate GeoJSON from Natural Earth Data" + ] + }, { - "data": { - "text/plain": [ - "Index(['featurecla', 'scalerank', 'adm1_code', 'diss_me', 'iso_3166_2',\n", - " 'wikipedia', 'iso_a2', 'adm0_sr', 'name', 'name_alt',\n", - " ...\n", - " 'FCLASS_ID', 'FCLASS_PL', 'FCLASS_GR', 'FCLASS_IT', 'FCLASS_NL',\n", - " 'FCLASS_SE', 'FCLASS_BD', 'FCLASS_UA', 'FCLASS_TLC', 'geometry'],\n", - " dtype='object', length=122)" + "cell_type": "markdown", + "metadata": { + "id": "L4PY3Z15t1LS" + }, + "source": [ + "## Install Dependencies" ] - }, - "execution_count": 37, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "df_50m.columns" - ] - }, - { - "cell_type": "code", - "execution_count": 38, - "metadata": {}, - "outputs": [ + }, { - "data": { - "text/plain": [ - "Index(['featurecla', 'scalerank', 'labelrank', 'sovereignt', 'sov_a3',\n", - " 'adm0_dif', 'level', 'type', 'tlc', 'admin',\n", - " ...\n", - " 'fclass_tr', 'fclass_id', 'fclass_pl', 'fclass_gr', 'fclass_it',\n", - " 'fclass_nl', 'fclass_se', 'fclass_bd', 'fclass_ua', 'geometry'],\n", - " dtype='object', length=169)" + "cell_type": "markdown", + "metadata": { + "id": "6_H7qbzIt1LS" + }, + "source": [ + "```\n", + "pip install geopandas shapely matplotlib\n", + "```" ] - }, - "execution_count": 38, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "df_admin0_10m.columns = df_admin0_10m.columns.str.lower()\n", - "df_admin0_10m.columns" - ] - }, - { - "cell_type": "code", - "execution_count": 39, - "metadata": {}, - "outputs": [ + }, + { + "cell_type": "markdown", + "metadata": { + "id": "hvA0SEXVt1LS" + }, + "source": [ + "## Download Data\n", + "\n", + "Download datasets (_Admin 0 - Countries_ in [1:10](https://www.naturalearthdata.com/downloads/10m-cultural-vectors/), and _Admin 1 – States, Provinces_ in 1:10 and [1:50](https://www.naturalearthdata.com/downloads/50m-cultural-vectors/)) from Natural Earch Data:" + ] + }, { - "data": { - "text/html": [ - "
\n", - "\n", - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
featureclascalerankadm1_codediss_meiso_3166_2wikipediaiso_a2adm0_srnamename_alt...FCLASS_IDFCLASS_PLFCLASS_GRFCLASS_ITFCLASS_NLFCLASS_SEFCLASS_BDFCLASS_UAFCLASS_TLCgeometry
admin
Australia9999909990...0000000009
Brazil2727272727027272713...00000000027
Canada1313131313131313139...00000000013
China3131313131031313130...00000000031
India3636363636036363613...00000000036
Indonesia3333333333033333330...00000000033
Russia8585858585185858584...00000000085
South Africa9999909999...0000000009
United States of America51515151515151515151...00000000051
\n", - "

9 rows × 121 columns

\n", - "
" + "cell_type": "code", + "execution_count": 1, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "VjGrqW4Kt1LS", + "outputId": "2e2accda-5ee4-4270-872e-ecb78d0d02a2" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Done. \n" + ] + } ], - "text/plain": [ - " featurecla scalerank adm1_code diss_me \\\n", - "admin \n", - "Australia 9 9 9 9 \n", - "Brazil 27 27 27 27 \n", - "Canada 13 13 13 13 \n", - "China 31 31 31 31 \n", - "India 36 36 36 36 \n", - "Indonesia 33 33 33 33 \n", - "Russia 85 85 85 85 \n", - "South Africa 9 9 9 9 \n", - "United States of America 51 51 51 51 \n", - "\n", - " iso_3166_2 wikipedia iso_a2 adm0_sr name \\\n", - "admin \n", - "Australia 9 0 9 9 9 \n", - "Brazil 27 0 27 27 27 \n", - "Canada 13 13 13 13 13 \n", - "China 31 0 31 31 31 \n", - "India 36 0 36 36 36 \n", - "Indonesia 33 0 33 33 33 \n", - "Russia 85 1 85 85 85 \n", - "South Africa 9 0 9 9 9 \n", - "United States of America 51 51 51 51 51 \n", - "\n", - " name_alt ... FCLASS_ID FCLASS_PL FCLASS_GR \\\n", - "admin ... \n", - "Australia 0 ... 0 0 0 \n", - "Brazil 13 ... 0 0 0 \n", - "Canada 9 ... 0 0 0 \n", - "China 30 ... 0 0 0 \n", - "India 13 ... 0 0 0 \n", - "Indonesia 30 ... 0 0 0 \n", - "Russia 84 ... 0 0 0 \n", - "South Africa 9 ... 0 0 0 \n", - "United States of America 51 ... 0 0 0 \n", - "\n", - " FCLASS_IT FCLASS_NL FCLASS_SE FCLASS_BD \\\n", - "admin \n", - "Australia 0 0 0 0 \n", - "Brazil 0 0 0 0 \n", - "Canada 0 0 0 0 \n", - "China 0 0 0 0 \n", - "India 0 0 0 0 \n", - "Indonesia 0 0 0 0 \n", - "Russia 0 0 0 0 \n", - "South Africa 0 0 0 0 \n", - "United States of America 0 0 0 0 \n", - "\n", - " FCLASS_UA FCLASS_TLC geometry \n", - "admin \n", - "Australia 0 0 9 \n", - "Brazil 0 0 27 \n", - "Canada 0 0 13 \n", - "China 0 0 31 \n", - "India 0 0 36 \n", - "Indonesia 0 0 33 \n", - "Russia 0 0 85 \n", - "South Africa 0 0 9 \n", - "United States of America 0 0 51 \n", - "\n", - "[9 rows x 121 columns]" + "source": [ + "import os\n", + "import requests\n", + "\n", + "data_dir = os.path.expanduser(\"~/Downloads\")\n", + "if not os.path.exists(data_dir):\n", + " os.mkdir(data_dir)\n", + "\n", + "def download_files(skip_existing=True):\n", + " for url in [\n", + " \"https://www.naturalearthdata.com/http//www.naturalearthdata.com/download/10m/cultural/ne_10m_admin_0_countries.zip\",\n", + " \"https://www.naturalearthdata.com/http//www.naturalearthdata.com/download/10m/cultural/ne_10m_admin_1_states_provinces.zip\",\n", + " \"https://www.naturalearthdata.com/http//www.naturalearthdata.com/download/50m/cultural/ne_50m_admin_1_states_provinces.zip\"\n", + " ]:\n", + " file_name = url.split('/')[-1]\n", + " full_file_name = f'{data_dir}/{file_name}'\n", + " with requests.get(\n", + " url,\n", + " headers={\n", + " \"accept-encoding\": \"gzip, deflate, br\",\n", + " \"user-agent\": \"Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/97.0.4692.71 Safari/537.36\"\n", + " },\n", + " stream=True,\n", + " ) as res:\n", + " file_size = int(res.headers['content-length'])\n", + " if res.status_code != 200:\n", + " print(\"Error downloading files. Please open the URL to download them from browser manually.\")\n", + " break\n", + " if (\n", + " skip_existing and\n", + " os.path.exists(full_file_name) and\n", + " file_size == os.path.getsize(full_file_name)\n", + " ):\n", + " print(f\"Skip {file_name} because it already exists\")\n", + " continue\n", + " print(f\"Downloading {file_name}... \\r\", end=\"\")\n", + " with open(full_file_name, \"wb\") as fh:\n", + " fh.write(res.content)\n", + " print(\"Done. \")\n", + "\n", + "download_files(skip_existing=True)" ] - }, - "execution_count": 39, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "df_50m.groupby('admin').count()" - ] - }, - { - "cell_type": "code", - "execution_count": 40, - "metadata": {}, - "outputs": [ + }, { - "data": { - "text/plain": [ - "" + "cell_type": "code", + "execution_count": 2, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "EL0e9DEVt1LT", + "outputId": "16cd6450-d4a3-457a-b205-9797bbce33fc" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "GeoJSON file for India downloaded and loaded successfully.\n" + ] + } + ], + "source": [ + "import os\n", + "import geopandas as gpd\n", + "import matplotlib.pyplot as plt\n", + "import shapely\n", + "\n", + "df_admin0_10m = gpd.read_file(f\"{data_dir}/ne_10m_admin_0_countries.zip\")\n", + "df_10m = gpd.read_file(f\"{data_dir}/ne_10m_admin_1_states_provinces.zip\")\n", + "df_50m = gpd.read_file(f\"{data_dir}/ne_50m_admin_1_states_provinces.zip\")\n", + "\n", + "# Download and load the GeoJSON file for India\n", + "india_geojson_url = \"https://github.com/geohacker/india/raw/bcb920c7d3c686f01d085f7661c9ba89bf9bf65e/state/india_state_kashmir_ladakh.geojson\"\n", + "\n", + "try:\n", + " india_gdf = gpd.read_file(india_geojson_url)\n", + " print(\"GeoJSON file for India downloaded and loaded successfully.\")\n", + "except Exception as e:\n", + " print(f\"Unable to download or load the GeoJSON file for India. Error: {str(e)}\")\n", + " print(\"Please download the file from the URL and try again.\")" ] - }, - "execution_count": 40, - "metadata": {}, - "output_type": "execute_result" }, { - "data": { - "image/png": "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", - "text/plain": [ - "
" + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "_PKEg8s1t1LT", + "outputId": "9937eacd-7a05-491f-f356-790ad75a819f" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Index(['featurecla', 'scalerank', 'adm1_code', 'diss_me', 'iso_3166_2',\n", + " 'wikipedia', 'iso_a2', 'adm0_sr', 'name', 'name_alt',\n", + " ...\n", + " 'FCLASS_ID', 'FCLASS_PL', 'FCLASS_GR', 'FCLASS_IT', 'FCLASS_NL',\n", + " 'FCLASS_SE', 'FCLASS_BD', 'FCLASS_UA', 'FCLASS_TLC', 'geometry'],\n", + " dtype='object', length=122)" + ] + }, + "execution_count": 37, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_50m.columns" ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "df_50m[df_50m.adm0_a3 == 'USA'].plot(figsize=(20,10))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Use 1:50m geometry for some large countries:" - ] - }, - { - "cell_type": "code", - "execution_count": 41, - "metadata": {}, - "outputs": [ + }, { - "data": { - "text/plain": [ - "array(['Australia', 'Brazil', 'Canada', 'United States of America',\n", - " 'China', 'India', 'Indonesia', 'Russia', 'South Africa'],\n", - " dtype=object)" + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "w8OD4nq2t1LT", + "outputId": "b7164440-d6e0-4074-b357-47fd8a8d2884" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Index(['featurecla', 'scalerank', 'labelrank', 'sovereignt', 'sov_a3',\n", + " 'adm0_dif', 'level', 'type', 'tlc', 'admin',\n", + " ...\n", + " 'fclass_tr', 'fclass_id', 'fclass_pl', 'fclass_gr', 'fclass_it',\n", + " 'fclass_nl', 'fclass_se', 'fclass_bd', 'fclass_ua', 'geometry'],\n", + " dtype='object', length=169)" + ] + }, + "execution_count": 38, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_admin0_10m.columns = df_admin0_10m.columns.str.lower()\n", + "df_admin0_10m.columns" ] - }, - "execution_count": 41, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "df_50m['admin'].unique()" - ] - }, - { - "cell_type": "code", - "execution_count": 42, - "metadata": {}, - "outputs": [], - "source": [ - "import pandas as pd\n", - "\n", - "df = pd.concat([df_10m[~df_10m['admin'].isin(df_50m['admin'].unique())], df_50m])" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Adjust the Maps\n", - "\n", - "TO SUPPORT NEW COUNTRIES, ADD COUNTRY NAME BELOW" - ] - }, - { - "cell_type": "code", - "execution_count": 43, - "metadata": {}, - "outputs": [], - "source": [ - "# Country names used in file names\n", - "countries = [\n", - " 'aland',\n", - " 'argentina',\n", - " 'australia',\n", - " 'belgium',\n", - " 'bolivia',\n", - " 'brazil',\n", - " 'bulgaria',\n", - " 'burundi',\n", - " 'canada',\n", - " 'chile',\n", - " 'china',\n", - " 'colombia',\n", - " 'costa rica',\n", - " 'cuba',\n", - " 'denmark',\n", - " 'dominican republic',\n", - " 'ecuador',\n", - " 'egypt',\n", - " 'el salvador',\n", - " 'estonia',\n", - " 'ethiopia',\n", - " 'france',\n", - " 'finland',\n", - " 'germany',\n", - " 'guatemala',\n", - " 'haiti',\n", - " 'honduras',\n", - " 'iceland',\n", - " 'india',\n", - " 'indonesia',\n", - " 'iran',\n", - " 'italy',\n", - " 'japan',\n", - " 'kazakhstan',\n", - " 'kenya',\n", - " 'korea',\n", - " 'kyrgyzstan',\n", - " 'latvia',\n", - " 'liechtenstein',\n", - " 'malaysia',\n", - " 'mexico',\n", - " 'morocco',\n", - " 'myanmar',\n", - " 'netherlands',\n", - " 'nicaragua',\n", - " 'nigeria',\n", - " 'norway',\n", - " 'panama',\n", - " 'paraguay',\n", - " 'portugal',\n", - " 'poland',\n", - " 'puerto rico',\n", - " 'russia',\n", - " 'rwanda',\n", - " 'saint barthelemy',\n", - " 'saint martin',\n", - " 'singapore',\n", - " 'slovenia',\n", - " 'spain',\n", - " 'sweden',\n", - " 'switzerland',\n", - " 'syria',\n", - " 'tajikistan',\n", - " 'tanzania',\n", - " 'thailand',\n", - " 'timorleste',\n", - " 'turkmenistan',\n", - " 'uganda',\n", - " 'uk',\n", - " 'ukraine',\n", - " 'uruguay',\n", - " 'usa',\n", - " 'uzbekistan',\n", - " 'venezuela',\n", - " 'zambia',\n", - "]\n", - "\n", - "# country name used in dataset\n", - "country_name_aliases = {\n", - " \"uk\": \"united kingdom\",\n", - " \"usa\": \"united states of america\",\n", - " \"korea\": \"south korea\",\n", - " \"timorleste\": \"east timor\",\n", - " \"tanzania\": \"united republic of tanzania\",\n", - "}\n", - "\n", - "# Make sure all country names are covered:\n", - "invalid_countries = [x for x in countries if country_name_aliases.get(x, x) not in df[\"admin\"].str.lower().unique()]\n", - "if invalid_countries:\n", - " print(f\"Following country names are not valid: {invalid_countries}\")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Preview all countries:" - ] - }, - { - "cell_type": "code", - "execution_count": 44, - "metadata": { - "scrolled": false - }, - "outputs": [ + }, { - "data": { - "image/png": "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", - "text/plain": [ - "
" + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "DUrz04nYt1LT", + "outputId": "18d7cdb0-8ab6-4238-e50c-925c5dc117b0" + }, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
featureclascalerankadm1_codediss_meiso_3166_2wikipediaiso_a2adm0_srnamename_alt...FCLASS_IDFCLASS_PLFCLASS_GRFCLASS_ITFCLASS_NLFCLASS_SEFCLASS_BDFCLASS_UAFCLASS_TLCgeometry
admin
Australia9999909990...0000000009
Brazil2727272727027272713...00000000027
Canada1313131313131313139...00000000013
China3131313131031313130...00000000031
India3636363636036363613...00000000036
Indonesia3333333333033333330...00000000033
Russia8585858585185858584...00000000085
South Africa9999909999...0000000009
United States of America51515151515151515151...00000000051
\n", + "

9 rows × 121 columns

\n", + "
" + ], + "text/plain": [ + " featurecla scalerank adm1_code diss_me \\\n", + "admin \n", + "Australia 9 9 9 9 \n", + "Brazil 27 27 27 27 \n", + "Canada 13 13 13 13 \n", + "China 31 31 31 31 \n", + "India 36 36 36 36 \n", + "Indonesia 33 33 33 33 \n", + "Russia 85 85 85 85 \n", + "South Africa 9 9 9 9 \n", + "United States of America 51 51 51 51 \n", + "\n", + " iso_3166_2 wikipedia iso_a2 adm0_sr name \\\n", + "admin \n", + "Australia 9 0 9 9 9 \n", + "Brazil 27 0 27 27 27 \n", + "Canada 13 13 13 13 13 \n", + "China 31 0 31 31 31 \n", + "India 36 0 36 36 36 \n", + "Indonesia 33 0 33 33 33 \n", + "Russia 85 1 85 85 85 \n", + "South Africa 9 0 9 9 9 \n", + "United States of America 51 51 51 51 51 \n", + "\n", + " name_alt ... FCLASS_ID FCLASS_PL FCLASS_GR \\\n", + "admin ... \n", + "Australia 0 ... 0 0 0 \n", + "Brazil 13 ... 0 0 0 \n", + "Canada 9 ... 0 0 0 \n", + "China 30 ... 0 0 0 \n", + "India 13 ... 0 0 0 \n", + "Indonesia 30 ... 0 0 0 \n", + "Russia 84 ... 0 0 0 \n", + "South Africa 9 ... 0 0 0 \n", + "United States of America 51 ... 0 0 0 \n", + "\n", + " FCLASS_IT FCLASS_NL FCLASS_SE FCLASS_BD \\\n", + "admin \n", + "Australia 0 0 0 0 \n", + "Brazil 0 0 0 0 \n", + "Canada 0 0 0 0 \n", + "China 0 0 0 0 \n", + "India 0 0 0 0 \n", + "Indonesia 0 0 0 0 \n", + "Russia 0 0 0 0 \n", + "South Africa 0 0 0 0 \n", + "United States of America 0 0 0 0 \n", + "\n", + " FCLASS_UA FCLASS_TLC geometry \n", + "admin \n", + "Australia 0 0 9 \n", + "Brazil 0 0 27 \n", + "Canada 0 0 13 \n", + "China 0 0 31 \n", + "India 0 0 36 \n", + "Indonesia 0 0 33 \n", + "Russia 0 0 85 \n", + "South Africa 0 0 9 \n", + "United States of America 0 0 51 \n", + "\n", + "[9 rows x 121 columns]" + ] + }, + "execution_count": 39, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_50m.groupby('admin').count()" ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "alt_maps = dict()\n", - "\n", - "def get_gdf(country):\n", - " country_alias = country_name_aliases.get(country, country)\n", - " if country in alt_maps:\n", - " gdf = alt_maps[country]\n", - " else:\n", - " gdf = df[df[\"admin\"].str.lower() == country_alias]\n", - " return gdf.copy()\n", - "\n", - "def plot_all_countries():\n", - " plt.figure(figsize=(20, 20))\n", - "\n", - " for i, country in enumerate(countries):\n", - " # create subplot axes in a 3x3 grid\n", - " ax = plt.subplot(len(countries) // 5, 6, i + 1) # nrows, ncols, axes position\n", - " get_gdf(country).plot(ax=ax)\n", - " ax.set_title(country)\n", - " ax.set_aspect('equal', adjustable='datalim')\n", - " \n", - " plt.tight_layout()\n", - " plt.show()\n", - "\n", - "plot_all_countries()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Handle countries with flying islands\n", - "\n", - "#### USA" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "For countries with flying islands, we need to move the islands closer to the mainland." - ] - }, - { - "cell_type": "code", - "execution_count": 45, - "metadata": {}, - "outputs": [ + }, { - "data": { - "text/plain": [ - "" + "cell_type": "code", + "execution_count": 4, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 1000 + }, + "id": "eUlJjdRkt1LT", + "outputId": "60df2dc3-800e-40ac-f151-696a7f91cff4" + }, + "outputs": [ + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAABK4AAAMtCAYAAAC2GTmHAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjcuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/bCgiHAAAACXBIWXMAAA9hAAAPYQGoP6dpAAEAAElEQVR4nOzdd3ib1f338Y+m997xiu3svXcII0DYe7aMMktbRqGl5dfytNBB6QBK2S2bUvbeJIQQkkD2dIYz7HhvS56SLOn5w2Bi4iS2I1uy/X5dVy7iW0fn/grHTvTxOd9j8Hq9XgEAAAAAAAABxujvAgAAAAAAAIDOEFwBAAAAAAAgIBFcAQAAAAAAICARXAEAAAAAACAgEVwBAAAAAAAgIBFcAQAAAAAAICARXAEAAAAAACAgmf1dwPd5PB6VlJQoIiJCBoPB3+UAAAAAAADAh7xer+rr6zVkyBAZjYdfUxVwwVVJSYnS09P9XQYAAAAAAAB6UWFhodLS0g47JuCCq4iICEltxUdGRvq5GgAAAAAAAPiS3W5Xenp6ewZ0OAEXXH27PTAyMpLgCgAAAAAAYIDqSosomrMDAAAAAAAgIBFcAQAAAAAAICARXAEAAAAAACAgEVwBAAAAAAAgIBFcAQAAAAAAICARXAEAAAAAACAgEVwBAAAAAAAgIBFcAQAAAAAAICARXAEAAAAAACAgEVwBAAAAAAAgIBFcAQAAAAAAICARXAEAAAAAACAgEVwBAAAAAAAgIBFcAQAAAAAAICARXAEAAAAAACAgEVwBAAAAAAAgIBFcAQAAAAAAICARXAEAAAAAACAgEVwBAAAAAAAgIBFcAQAAAAAAICARXAEAAAAAACAgEVwBAAAAAAAgIBFcAQAAAAAAICARXAEAAAAAACAgEVwBAAAAAAAgIBFcAQAAAAAAICARXAEAAAAAACAgEVwBAAAAAAAgIBFcAQAAAAAAICARXAEAAAAAACAgEVwBAAAAAAAgIBFcAQAAAAAAICARXAEIGEW1TXpzQ5EKa5r8XQoAAAAAIAAQXAHwu+2ldl359GrN/+tSrcmvVXiQ2d8lAQAAAAACAO8OAfiNx+PVI5/v1j+X5Mnl9kqSXvx6v178er+y48M0KSNaUzJiNCUjRiOTI2QyGvxcMQAAAACgLxFcAfCLFpdbv3h1k97bXNrp43urGrW3qlFvrC+WJIVZTcpJDFdcmFX3XThJMWHWviwXAAAAAOAHBFcA+lx+VaN+8eomrS2o7fJzGp1ubS6yyWoyqrLB0R5cbS226bV1RYoLsyonMVzHj0pUsMXUW6UDAAAAAPoQwRWAPlNma9Fjy/boxa/3y+n2dOu5VrNRJ41J0i9PHqnMuDBJ0tr8Gl3z3FrVNbnax8WHW/Wb00brnMlpPq0dAAAAAND3CK4A9LrtpXa9+PV+vby2UM7W7gVWc4fF6dr52ZqZFacQa9tKqgZHq/760Q49/1WBvN6O46sanNpd0dCte3g8Xu2pbNCu8gZlxIZqeFI4q7YAAAAAIAAQXAE4LFuzSx9uKdVXe6t18YwMzcqOO2iM1+vV7ooGtXq8cnu88ni9crZ6tKnIpjc3FGlrsb3H91+xu1pzcuI1MjlCm4uatGJPtf63er8q6x2djjcYpILqJn20tVRpMaGKC7cqOTJYBoNBNY1OvbmhWKv2VKnM3qKGllaZjAZV1DtU39LaPofRIGXFh2lYYriqG5zySkqODNa0oTE6ZVyKkqOCe/x6AAAAAABdZ/B6v79ewb/sdruioqJks9kUGRnp73KAQWvl7io9uypfS3dUyun26M7Tx+icyanaWmzTe5tL5PZIJqNkkEHbSm1HFU71ttToEA1LDNeqPdXd3qJ4oMhgs+44dbQumZHhw+oAAAAAYHDpTvZDcAWgg63FNt370Q4tz6vqcN1qNnZ7m99AkhARpMU/X6CoUIu/SwEAAACAfq072Y+xj2oC0A98tbdat7+2+aDQStKgDq0kKcRi0s7y+kNuUQQAAAAA+B49roBBztHq1sfbyvXauiLFhlr0+g1z9OiyPXpk6W61egJqQaZf7a9p0oWPr9Ko5AhdOWeojEaDPB6vPF7p3CmpNHMHAAAAgF5AcAUMUnsqG/TS6v16bV2RaptcMhsNeum6WQqxmjQhNUr3nDteFfUOfbW3Wmvza9Xscvu75ICwo6xev35jiyQp2GLUb04bc8jQyu3xqtTWrO2l9dpSbNOOUruy4sN04fR05SSES2prbL+l2KYPtpRpU2Gd3B6v3F6vokIsGpEUoQaHS1nx4ZqdHadRyREyGg199loBAAAAwN/ocQUMMo2OVj3xxV79c0neQY/9eEGOfn3KKJ37yAqt31/X98X1MyajQdEhFkWFWBT5zX/bfm9Ws9Oj9zaXyNHJFkuDQRqZFKGIYLMKa5pVZm/p0v2iQy2aMTRW6bGhmp0dp4Vjknz9kgAAAACg13Un+2HFFTAA2JpdanC0KjU65JBjahudemZlvp5dla+6JlenY+LDrVq6o0L1La29VeqA4vZ4Vd3oVHWjs1vP83rbVm51V12TS5/klkuSnvxyn86cOEQ3HJujMluLXltfpPgwqy6bPVRpMSFsXQQAAAAwIHRrxdXQoUNVUFBw0PWf/OQnevjhh9XS0qLbbrtNL730khwOh04++WQ98sgjSkrq+qoAVlwB3ZNbYtdVz6xRUmSQXrhmptwer/IqGrSnokF7Khu0t7JReyobtL+mSV1pWWUwSBbT4D5BcCC497zxunBaugwGthYCAAAACCzdyX66FVxVVlbK7f6uz83WrVt14oknaunSpTr22GN1ww036P3339czzzyjqKgo/exnP5PRaNSKFSt6pXhgMPN6vXpx9X49vSJfo5IjNC41Smvza/XZjvIuBVQY+DJiQ5URG6qkyGAlRQYpOSpYiRHBigu3ytbkUkW9QzWNDhkMBpmMBpm/+ZUaE6qxQyIVG2aVy+1RsMUki4lDaAEAAAD4Rq8FV993yy236L333lNeXp7sdrsSEhL04osv6vzzz5ck7dixQ6NHj9aqVas0a9YsnxcPDFZlthb98rVNWp5X5e9SMAjEhFp0wbR0XTIjQ1nxYT2ep9HRqm0ldjU4XDIZjYoJtSjUatbWYpvCgsyamhmj2DCrDysHAAAAEIj6pMeV0+nUCy+8oFtvvVUGg0Hr1q2Ty+XSwoUL28eMGjVKGRkZhw2uHA6HHA5Hh+IBHNqqPdX62Yvru91XCeip2iaXnvhir574Yq9mZ8dpYnq0shPCdNakIQoyH9xLq8zWog+2lKqqwaH6llbZml3aVV6vXeX1R1wNmJ0QpmmZMZqTE69Txid3Oj8AAACAwaPHwdVbb72luro6XXnllZKksrIyWa1WRUdHdxiXlJSksrKyQ85zzz336K677uppGcCg4fV69eSX+3TPhzvkZi8g/GTV3mqt2lstSbr9tc0KthjbTlIMbjtR0Wg0aG1+TY+3q+6tbNTeyka9srZI93wYpGvmZesHszIUauUsEQAAAGAw6nHTkieffFKnnHKKhgwZclQF3HHHHbLZbO2/CgsLj2o+YCBqdrp1y8sb9cf3txNaIaC0uDwqtzuUV9GgtQW1Wr2v56HV95XbHfrTB9t11kMrtLmoTh7+7AMAAACDTo9+hF1QUKDFixfrjTfeaL+WnJwsp9Opurq6DquuysvLlZycfMi5goKCFBQU1JMygEFhf3WTrnt+rXaU1fu7FMAv8ioadOZDKxQdatG0zFhNHxqjaUNjNT41SlYzTeMBAACAgaxHwdXTTz+txMREnXbaae3Xpk6dKovFoiVLlui8886TJO3cuVP79+/X7NmzfVMtMMgUVDfqzIdWyNbs8ncpgN/VNbm0eHu5Fm8vlyQFmY06dXyKrl+QrVHJHOYBAAAADETdDq48Ho+efvppXXHFFTKbv3t6VFSUrr76at16662KjY1VZGSkbrzxRs2ePbvLJwoC+I7b49UvXt1EaAUcgqPVozc3FOudTSW68fhhGpkUoRJbi0IsJk3JjCbMAgAAAAaAbgdXixcv1v79+3XVVVcd9Nj9998vo9Go8847Tw6HQyeffLIeeeQRnxQKDDaf7ajQmvxaf5cBBDy3x6sHFud1uHbt/Cz95rQxfqoIAAAAgK90O7g66aST5PV23iA3ODhYDz/8sB5++OGjLgwY7HJL7P4uAQAAAAAAv6KrLRCgthTb/F0CAAAAAAB+RXAFBKCHPsvTF7sq/V0GAAAAAAB+1aNTBQH0Do/Hqz9/sF3/+XKfv0sBAAAAAMDvCK6AANHicuvnL2/Uh1vL/F0KAAAAAAABgeAKCAArd1fp7vdytaOs3t+lAAAAAAAQMAiuAD/aV9WoP3+wXZ/mlvu7FAAAAAAAAg7BFdDHWlxufZJbrlfXFurL3VXyev1dEQAAAAAAgYngCugCR6tbRoNBFtORD+JscLRqZ5ldxXUtqmlwqKbRqepGp2oanSqxtSi3xCaXm7QKAAAAAIAjIbgCuuA/y/fpbx/vlNloULDFpGCLUUFmk0KsJnm8XjU73Wp0tKrJ6Varh1AKAAAAAABfILgCusBoMEiSWj1eNTha1eDwc0EAAAAAAAwCR973BECf5Jb5uwQAAAAAAAYdgivgCMrtLdqwv87fZQAAAAAAMOgQXAFH8Pr6In+XAAAAAADAoERwBRxGi8utp77M93cZAAAAAAAMSjRnBw7g9Xr1+c5K5ZbaNX1orB5ftkdVdGIHAAAAAMAvWHEFHMBgMGjMkEilRAVr8fZyBVtMSo4M9ndZAAAAAAAMSqy4Ar4nKTJY505Ja//Y6/VqeV6V7nx7qwqqm/xYGQAAAAAAgwsrroAjMBgMOmZEgj6+5RjddPwwDYliBRYAAAAAAH2BFVdAFwVbTLr1pJH6+YkjtLeqUct3VWp5XpVW7a1Wk9Pt7/IAAAAAABhwCK6AbjIYDMpJCFdOQriunJslZ6tHi7eX68EledpRVu/v8gAAAAAAGDAIroCjZDUbder4FC0am6xPvwmwtpXY/V0WAAAAAAD9HsEV4CNGo0Enj03WSWOStGR7hR78LE+bi2z+LgsAAAAAgH6L4ArwMYPBoIVjknTC6ER9vrNS/1ySp42Fdf4uCwAAAACAfofgCuglBoNBx41K1LEjE7Q8r0r/XJKndQW1/i4LAAAAAIB+g+AK6GUGg0HHjEjQ/OHxWrmnWv9cnKfV+TX+LgsAAAAAgIBn9HcBwGBhMBg0d1i8Xr5+lm46Ybi/ywEAAAAAIOARXAF9zGAw6OcLh+snx+b4uxQAAAAAAAIawRXgBwaDQbcsHKHU6BB/lwIAAAAAQMAiuAL8xGo26scLsv1dBgAAAAAAAYvgCvCjC6alKyM21N9lAAAAAAAQkAiuAD8Ktpj0yA+mKCEiyN+lAAAAAAAQcAiuAD8blxqlj285RudMTlVMqOWI481Gg6xmvnQBAAAAAAOf2d8FAJBiw6y6/6JJ8nq9Kqpt1tZimzYX27S91C6z0aBQq1m2ZpcaHa36f2eM0RNf7JWt2aWEiCAlRgQrxGLS3qoGbS22aU9lo79fDgAAAAAAPkFwBQQQg8Gg9NhQpceG6pTxKZ2OcXu8+tWiUUqLCZHBYOjwWIvLrQsfX6XNRba+KBcAAAAAgF5FcAX0I6+sKdSfPtguW7NLk9Kj9dJ1sxRsMUmSHK1uXfHUakIrAAAAAMCAQaMcoB8ZkRwhe4tLkrSxsE6/e3ubqhockqTfvrlVX++r8Wd5AAAAAAD4FMEV0I9MSo/WH84apzMmDlFaTIheXluom/63QZJUXNfs5+oAAAAAAPAttgoC/cwPZ2Xqh7My1er26OGle7S7skGSdNeZY/Xv5Xv1+vpiuT3eDs+JDw/SjKwYJUeG6PNdFdpLA3cAAAAAQD9g8Hq93iMP6zt2u11RUVGy2WyKjIz0dznAUauwt2j9/loV1jSrpsmpmganapucamn1KCM2RBmxoTpzYqqSo4J7NP9zq/JlNBj0w1mZkqRNhXW6f/EurdxdrSmZ0bps1lCdNDZJFlPbAkuv16tVe6pV2eBQkNkke4tL//hkp8rtDp+9ZsDfrp2fpd+cNsbfZQAAAADoRHeyH1ZcAb2gxeXWO5tK9NyqfG0tth9ynMlo0Me3HNPj0EqSLp89VG9tKNblT63WVXOHasGIBD3zoxmyt7hUYW+R1HYS4Tc93GUwGDRnWHyHORytHt351tYe1wAAAAAAQG8guAKOkrPVo71VDdpV3iB7s0tFtc16ec1+1Ta5jvjcecPilZMQdtQ1zMmJ0y0vb9QXuyqVkxAmq9mkXeX17VsGg8xGnTVpiG44dpiy4jvez+3xSoG18BIAAAAAAEkEV0CPeL1ebS6y6aU1hXpnY7Eane4ezXPHqaNkMBiOup748CD944KJMpsMGp0SqehQi9YX1OnrfdVava9GuaV2vbK2SK+tK9KxIxOVGReqynqHdlc0aF9VoxytnqOuAQAAAAAAXyO4Arqo0dGqVXuqlRQZpPs+3aWlOyuPar7wILMigi0+qc1oNOi8qWntH9c1OTU6JUKLxiVLkt7dVKIb/7dBHq/02Y4Kn9wTAAAAAIDeRnAFdIHX69WmwjodMyJBBoM0f3iCiuuatau8oUfzGQzSk1dMU2p0iI8rldbm1+iKp1aryeXW9KGxmpQeLYfLLaNB8rAjEAAAAADQjxBcAYfQ6GjV2xtL9NXeatU2OXXGxCFKrGlUWJBZ501J04ysWN32yibtLK/v9txer3T5U6t19bws3XBsjs9WXuWW2PWjZ9a0b11cva9Gq/fV+GRuAAAAAAD6GsEV8D0rdlfpjfXF+iS3TPUtre3Xl+dV+fQ+jlaPHvl8j15aU6i5w+JlMRlkMRplMRtkMRnV6GhVSV2LKusdmjY0RvOGxSsmzKr6llbVNjlV2+hUsMWkofFhSosJUWldi255eWOHmgEAAAAA6M8IroBveL1ePfTZbv3j0119et+aRqfe3VRy2DE7y+v136/391FFAAAAAAAEBoIrQG3h0e/e2XbEAAkAAAAAAPQdgisMSttL7br/012qbmzbcldc1yxHq8ffZQEAAAAAgAMQXGHA83i8cro9CraY1OJy691NJfrdO9vU9E0DcwAAAAAAEJgIrjCgtbjc+tHTazRmSKTK7C1auqOCwAoAAAAAgH6C4AoDWovLrbyKeq3aW+3vUgAAAAAAQDcZ/V0A0JuiQ61666dz9bPjhik9NsTf5QAAAAAAgG5gxRUGvLSYUP3i5JG67aQRWr+/Vm9tKNH7W0pV0+j0d2kAAAAAAOAwCK4waBgMBk3NjNXUzFj9vzPGaHORTbsr6rW7oqHtV2WDimqb5fX6u1IAAAAAACARXGGQspiMmpoZo6mZMR2uNzvd2lPZIJPRoAZHq/LK20Ktdftrtamwzj/FAgAAAAAwSBFcAQcIsZo0LjVKkuRodev9zaXaUFgns9Egi8kgl5vlWAAAAAAA9BWCK+AbtY1O1TW7lBwZrOK6Zr28Zr+eWZnv77IAAAAAABi0CK6Ab0SHWvTmhmL9+YPtavWwsgoAAAAAAH8z+rsAIFAYDAZdNS9Lr90wR+mxIf4uBwAAAACAQY/gCvieSenRev+m+brp+GEDIsCKC7MqJtTi7zIAAAAAAOg2giugE5HBFt160kidOznN36UclStmZ+qL24/Tyl+foGNHJvi7HAAAAAAAuoUeV8Ah1DU59fbGYn+X0WWp0SG69cQR2lFml8crnTQmSTOz49of//fl0/Sr1zbrjQ395zUBAAAAAAY3givgEDxeqcHh9ncZh2U0SFMyYnTC6CSdNyVViZHBhxxrMRn10+OHEVwBAAAAAPoNgivgEGLDrHr9htm65tm1yqto6NN7nzs5Vav2VqvU1tLp4waDdNG0dP38xBFKOkxY9X27+/h1AAAAAABwNAiugMPIjAvTJz8/RttK7Ppqb7UKqpuUX92o/OpGFdc2y+Pt2jxpMSFaMCJBk9KjZTUbZTIaZDIYZDAYZDRI+2ua9PW+Gi3Pq5TRYND509L0x3PG6eGlu/XvL/bJ6fa0zxUfbtWDF0/WnGHxXX4dXq9Xy3ZV6jdvbu3u/wIAAAAAAPyG4Ao4AoPBoHGpURqXGtXhuqPVraLaZu2tbNSWojptKKzT5iKbbM0umY0G3XveBKXFhCghIkhZ8WEyGAyHvc8187NV1eDQU1/u07XPrtWs7Dg9cfk0nTw2WWc+tEKSNGNorP516eQurbL6+csbtaOsXmFWkwpqmlRZ7+j5/wQAAAAAAPyA4ArooSCzSTkJ4cpJCNeJY5Larzc4WmUyGBRiNXV7zvjwIN2+aJQunz1U9haXTEaDJqRFa3RKpCKCzfrvNTNlMR35MNAWl1snj01WfLhVr60rUm2Tq9u1AAAAAADgbwRXgI+FBx39l1VyVLCSo75bVfXcVTMUFmTqUmglScEWkxaNS9aiccn60dwsXfn0au0qp78VAAAAAKB/6dq7YAB+lRARpFBrzwKxIdEhevXHczQtM8bHVQEAAAAA0LsIroBBICrEop8eP8zfZQAAAAAA0C0EV8AgMTMrVhbT4RvEAwAAAAAQSAiugEEi1GrWtMxYf5cBAAAAAECXEVwBg8gPZ2X6uwQAAAAAALqM4AoYRE4em6SkyCB/lwEAAAAAQJcQXAGDiNlk1PGjkvxdBgAAAAAAXUJwhV7hbPWottHp7zLwPS63R6v2VPm7DAAAAAAAusTs7wIwMJ3/2Ertq2rU784Yq/OnpnU6psnZqlfXFunrfdUqqm1WanSITh2folPGJctsIlP1tRaXWzf+b4Pyq5v8XQoAAAAAAF1CcAWfK6hu1OYimyTpF69u0itrCmU1G5USFayxQyIVHWpVYU2Tnl1VoKoGR/vzNhfZ9OHWMs0bFq/nr54hg8Hgr5cw4FTUt+i659ZpY2Gdv0sBAAAAAKDLCK7gc5u+Ca2+tTq/pv33r6478vO/3F2lz3ZU6ITR9GI6FK/Xq79/slN7Khp191ljlRgZ3Ok4W5NLr64r1KOf71E1WzcBAAAAAP0MwRV8Li0mpNPrQWajThqbrBGJ4ap3tGr1vhptKqqT13vw2KufXasRSeGanR2ncalRmjc8XilRnc87GP1n+T49vHSPJGl3ZYPm5sTJ0epRo9OtJker6h2tKqhuVLndcYSZAAAAAAAIXARX8LkpGTF6+kfT9dePdmp7qV3hQWadOyVVPztu2EErg2oanVq2q0Kvri3Syj3VHR7bVd6gXeUNkqTU6BD95rTRyogNVbPLrdgwq4wGg6JCLIoNs/bZawsEz6/K158+2N7+8e6KBu2uaPBjRQAAAAAA9A6D19vZehf/sdvtioqKks1mU2RkpL/LwVFqcbkVZDZ2qV/Vqj3V+umL61XTzS1tSZFBOmdymn59yqieltlv/PfrAv3mza3+LgMIeNfOz9JvThvj7zIAAAAAdKI72Q8rrtCrgi2mLo+dnROnXy0aqXs/2tmt8Krc7lB2fFhPyuszHo9Xr68v0ld7a7ShsFblthalxYTqxDFJOn9qmoYeof7leZX612e7tXpfzWHHAQAAAAAwkBBcIaBcND1DF03PUEldsz7eVqb/LN+n4rpmSVJEsFm/PW20pmbGKjbMKpPRIFuTSx6v94jBj7898vlu/f2TXR2u7Syv187yej22bI/+ePY4XTwjo9PnPrsyX797Z1tflAkAAAAAQEAhuEJAGhIdoh/NzdKiccmaf+9SmU0GvXTdLI0dEtVhXFSIxU8Vds+lMzO1Jr9Wy3ZVHvRYkNmo9ftr9c6mEiVGBOmWhSNUamvR5qI6fbi1TBsL6/q+YAAAAAAAAgDBFQJaSlSIzpg4RM5Wz0GhVaDzer26f3Ge3tlYrFJbi1xuT6fjzCajXllb1P7xWxtL+qpEAAAAAAACGsEVAt7fzp8gk/HIzd0DzfK8Kj24JO+I42zNrj6oBgAAAACA/ofgCgHPbDL6u4Qe+TS33N8lAAAAAADQr/XPRADoB4pqm/xdAgAAAAAA/RrBFdBLshPCFR8epKmZMf4uBQAAAACAfongCugl501J011njtWusnp/lwIAAAAAQL9EjyvAh9wer7aX2hUdatHbm4r1+LK9/i4JAAAAAIB+i+AK8JF9VY26/vm12lXeIEmamB7t34IAAAAAAOjnCK4AH9hZVq8f/OdrVTU42q9tKqzzX0EAAAAAAAwABFfAUdpabNNlT36t2iaXv0sBAAAAAGBAoTk7cBT2Vjbo8qdWE1oBAAAAANALCK6AHqqwt+jyp1arptHp71IAAAAAABiQCK6AHvB6vbr2ubUqqm32dykAAAAAAAxYBFdAD+yvadKmIpu/ywAAAAAAYEAjuAJ6IDEiWJHBnG0AAAAAAEBvIrgCeqDe4dI187P9XQYAAAAAAAMaS0aALiqqbdL5j65SbZNTjlaPv8sBAAAAAGDAY8UV0EVpMaH649njdMLoRJmMBn+XAwAAAADAgMeKK6ALyu0teml1oYrrmlRY0yy3x+vvkgAAAAAAGPAIroAucLZ6dP/iXYoIMsvhZpsgAAAAAAB9geAK6IL02FC9eM1MTcqIltFg0Py/LlVlvcPfZWEAspqNmpUdp/SYEFU1OPRJbrm8LPADAAAAMEgRXAFdNGdYvCTpiS/2EFqhV8zMitXfL5ioguomPbF8r77YVenvkgAAAADArwiugG6KDrUqIsisekerv0vBAJIeG6L7L5qk3761VZ/tqPB3OQAAAAAQEAiugG66cFq6zp6Uqltf2aj3NpdKkkanRMre7FJxXbOfq0OgSo0O0RVzMnXcyEQ9tmyvbM0uBVmMCjIZFR8RpNMnpOi659dqa7Hd36UCAAAAQMAguAJ6wGo26rwpae3B1Y/mDNVv3tqi5Mhgldlb/FwdAklOQphuPXGkTh6bJLPJKEn6x4UTO4zZUmTTQ0vzfBZaGQ3SwtFJ+iS33CfzAQAAAIC/EFwBPXTMiAQtHJ2o3BK7JmVEa/2dJ2rZrkrd9+kuZceHafF2tnsNdudNSdOfzx2nILPpsOMSI4PkbPXNaZXx4UH649njdO9HO7r8nEnp0Tp5bLJCrSa9sb5Im4psPqkFAAAAAI4WwRXQQyajQf+5YnqHa6dPGKLU6BD97eOdfqoK/hYVYtHkjGhdNC1dJ49NltFoOGhMo6NVjlaPYsOskqSkyGA9/aMZ7SuvPt7W9ZVSRoN07THZmpoRo7GpUYoLs+qWlzZqX1XjEZ8bG2bV784Yo6mZMbr73Vyt2lut+hZ6twEAAAAIHARXgA89+vke/fXjHfJ6u/6cWdmxWr+/zmcrbuAfs7JjdfMJIzQzK7bTsEqSiuua9dSX+/TS6v1yuj26+YThunzOUEUGW1Rub1FNk1PXHZOji6dnaG1BjTYW1qmwplkldc1q9XT+h8or6d9f7NWsK6YrNTpEmwrr9NG2svbHz5o0RA6XR5/klmn60Fj98uSRMhoN2l3eoJPGJik61Kr/LN/LtkIAAAAAAYngCvChy2ZnatrQGEltfYvCg80qqm3WF7sqtaeyQW6PV60er9wer3ISwnTj8cOVFR+mLcU23fHGFj9Xj566cs5Q/b/TxxwysKqsd+ivH+3QGxuK5T4ggPr7J7v0zyV5CrWaZWt2dXhOfLhVk9JjdNH0dI1PjdJjy/Zo5Z7qg+b2eqWZ2bE6blSithbb9NDS3bpl4XBtLbZrzJBIXT0vS1EhFm0qrNPwpHCFWtu+7U/JiGmfIyKYvwoAAAAABCberQA+FB5k1vShsbrxfxv07qYSSdKUjGhdOjNDs7PjlB4b2mH8thKbckvsyq9q1OiUSG0v5US5/uiSGRmdhlZ7Kxv06roivbCqQPWOzrfgudzeg0IrSapqcGrx9nIt3n7olVCzsmN12vgUzR0WL0lq9XiVGBGkU8al6JaFIzqMnZgefch5LpyWroSIID2zskBf7Ko85DgAAAAA6GsEV4CPfZpb3h5aSdL6/XVav79OBoP01/Mm6IJp6dpRZtfTX+brJ8fl6IJp6ZKkX3u9+vnLG/XWxpJDTY0ANGNorBq+F0q9t7lET6/I17qC2l6995r8Wk1Mi1awpa35+6T0aE06TEB1KAaDQfUtrSqsadJpE1Lkdns7bDcEAAAAAH8huAJ86KXV+/Xbt7Z2+pjX29aP6OU1+/X7d3LV7HJrZ3m9Xrl+tqxmoz7JLde7m0u7db/TJqTomOHxenDJbhXXNfvgFaCrMmJDdf9FEzU1M/agx+77ZJf2dqE5+tFye7x6/Iu9+vfyvXrnZ/M0LjWqx3MdOzJRp4xLkdVsVKvbo6ueXasmR6ucbo+crR5V1jtU3eg87Byp0SH8OQQAAADgUwRX6JK1+TUKtpiO6o3xQOb2ePXnD7bryS/3HXJMeJBZ72ws0Ze7q9qvbSys062vbFRNo7PT/kWHc+bEIZo7LE53vr2Nxu597JgRCXrw4kmKDrV2+vjoIZF9ElxJUnSoRdEhFmUnhMne4lKY1SzTIXptHU5UiKX992aTUc9dNaP9Y2erR5f++6tDBlcRwWb99rTReurL/G7fFwAAAAAOx+jvAhD4bE0uXfD4Kt370Y4OjaXxncKaJoVaTbp2fpbSYkI6HdPgaO0QWn3rvc2l3Q6thieG66YThunud3MJrfrY+VPT9PSV0xUdapW9xSVvJ0dIjkyK6PU6Qq0mXTU3S5fPHqoTRifp1pc3afofF+uKp1a319RZbd3V7HTr569s1NpDbHtMjw3R+zfOV5OzbQUhAAAAAPgSK65wRJEhZr1xwxz9c0meTv/Xl7rx+GE6aUySzCZyz28NjQ/TbSeNlCTlVzepqLb3tktZTUY9eMlk3f3edjU63b12H3TuxDFJ7SuafvPmVv3t/AntPaa+1ezq/c9Lk9Otp1Z0XOFnNhoUHWqR1yutLajR/77er/sumnTEuZ76cp/e3lisecPjdenMTDU5WpUUFazIYIvsLS6dPyVNC4YnaNXean20taz99Q2NC9XzV89Uemyo3qY3GwAAAIBeQHCFIzIYDJqcEaOnr5yuJdsrdPd7ufrje7nKSQxXWkyo/u/UUYoIthx5on6k1e3RO5tKVFzbrFaPV1uKbbp8dqaOHZmoFpdbVpOx01PkJOn6Y7K1r6pRuysaeqW2P54zThX1Dk5/84Ngi1FB5rbAdndFg66ck3lQaCVJS3dU9HVpSokK1ns3zlNceJAk6aHPdsvecvBphTvL6hUVYlFyVLAkqcXl1j+X5MnW7NKmIpueX1WgY0Yk6OYThisy2KKkyGAlRbaNvXB6uu46y6WlOypUUN2kMnuL0mND1eJya2uxre9ebB/xeLxq9XhlNRPSAwAAAP5CcIUuMxgMWjgmSfOGx6vU1iKTwaDqRod2ldd32qC6P2pytuqON7ZoeV6Var7Xz2fpzgrFhVlV1eBUZlyoXv3xbCVGBB80x7Shsfro5vn6aFuZCqqb9PSKfFU1OI66tohgs359yihdOC1d5z268qjnw6FlxIYqMy5Uy/O+29p5/KhE3Xn6GGXFh0mShiWGd/rcwpom7Sjr+y1zE9Ki2kOr/dVNWrW3WudMSu0wptHRqqueWaNye4ue+dEMzRser2CLSbedNELLdlbq6nlZmpEVe9jVlJHBFp01KVV7KxtU1dD2NWI0GHTelDR9sLVU9S2th3xuX8ottWtNfo0mpEUpyNwWLuaW2OWVV2NSImUwfBc8t7o9emzZHr26rkjNTrdaXG61tLY1pT93cmqXVq0BAAAA6B3dDq6Ki4v1q1/9Sh9++KGampo0bNgwPf3005o2bZqktp4qv/vd7/Tvf/9bdXV1mjt3rh599FENHz7c58XDP4ItpvY37xlxoX6upmda3R69vr5IuysaZDYZFRFsVkSQWTvL6w+55cnrVfsb9YLqJu2uaOg0uJLamlufPmGIJGn+8Hhd9PhXR719rNnp1srd1bp4eobuPmusrn12rUpsLUc1Jzq3v6ZJKVHB+ufFk9Tq9mp8WpRGdLFv1RNf7O3l6jrX4PguMIoKtWhiWpQunJ7WYcydb29VcV2zFoxI0PgDDlq4fPZQXT57aLful50QruyEtt9bzUbde/4E/b8zxui+T3dp5Z5qldtbDgp/+9KK3dVasXuVgsxGTc6I1oysOL29sVgF1U3KSQjTGROH6IyJQ2QyGPTzVzZqw/66TueZnRPXt4UDAAAA6MDg7Ub33traWk2ePFnHHXecbrjhBiUkJCgvL085OTnKycmRJN17772655579OyzzyorK0t33nmntmzZotzcXAUHd/4m/0B2u11RUVGy2WyKjIzs+SsDjuCBxbv0wOK8Hj9/9W9OOGRw9X2f76zQTf/bILsPVqO887O5mpAWrbzyep14/xdHPR8OzWIy6PdnjtUPZmZ2afx/lu/VH9/f3stVHSwpMkhXzM5UdkKEkqOCNSk9WvYWlyK/2cLr9Xr14JLdemDJLt26cIR+etywQ2519aXiumY9uzLfb2FeV5iNBrUe4tCJMKtJq3+zUGFBLE4GAAAAfKk72U+3/jV+7733Kj09XU8//XT7taysrPbfe71ePfDAA/rtb3+rs846S5L03HPPKSkpSW+99ZYuvvji7twO6FU3nzBcHq/04JKehVeldS1dDq6OHZmoxbcu0J1vb9XH28p7dL9vxYZZJUnDkyI0KT1aGwvrjmo+HJrL7dVv39qqY0cmKjW689Miv/X8qnyfh1ZXzM7Ui6v3y+U+/M8X/nb+RH2SW6a/fbJLc3Pide/5E9rrrWl06s8fbNe7m0r03FUzNH94gk9rPJzU6BD98uSRKqhuPOjPfXx4kLITwpQcGazkqLY+WsmRwYoKscjR6lazy60mp1sV9hbtKm/QrvJ67a1slNPd+SmaZ00aoohgs174an+3ajxUaCVJaTGh7Y34AQAAAPhHt1ZcjRkzRieffLKKioq0bNkypaam6ic/+YmuvfZaSdLevXuVk5OjDRs2aNKkSe3PW7BggSZNmqR//vOfB83pcDjkcHzX/8dutys9PZ0VV+gzy3ZV6r1NJfpsR4Wqu7G1KTrUotX/t7DbjZvf2lCsW17e2K3nRASbddzIRCVFBuk3p41pv/7CVwX67VtbuzUXuicrPkwf3TK/vU9SZ1burtJlT62W+zAhSE+8d+M8FdU2yeuV6ppdevTzPdpf09T++IikcI1OidQDF02SwWCQs9Ujs9HQvppqZ1m9Lnvya1XUO3TJjHTdc+4En9Z3OCV1zXpzQ7Eum5WpJTvK1dDSKrPJqPjwII1PjVJSZFCHPlNd0er2aF9VozYV2bS5qE6bimyqbnBodnacrpqXJXuzSxc98VWPa44Pt+rmhSNUVNOkx79ZJTZ9aIz+dM74Lm8VBQAAAHBk3Vlx1a3g6tutfrfeeqsuuOACrVmzRjfffLMee+wxXXHFFVq5cqXmzp2rkpISpaSktD/vwgsvlMFg0Msvv3zQnL///e911113HXSd4Ap9rcXl1itrC/X4sr0qrms+7NgQi0mZcaH6zxXTlBbTvT5fBdWNWvC3z7s0Nsxq0sIxSbp90ahOV/w4Wt1a9MBy7atq7FYNOLIgs1FTMmL01/MnKD320J9jr9erU/653GcN2VOjQ1Rc16zrj8nWHaeOPujxotomldsdSggPUnpsyCHDn+V5lfrJC+tV72jV2ZOG6P5vwq2+sLXYpv9+XaCbTxjRfnphb7O3uHTeIyuV18PTPMekROo/V0zTz1/eqHGpUcqKD9Odb2/Vt39DTkqP1oXT0nXulNROT5IEAAAA0HW9FlxZrVZNmzZNK1d+d6LZTTfdpDVr1mjVqlU9Cq5YcYVA43J7tGR7uXJL67W3skEb9tepuK5ZF0xN0/ULcpSTEHZUAYDX69XyvCr95cMdyi21t183GKQhUSFKjw1RTkK4ThidqDk58Ud8k7w8r1KXPbm6x/XgO2FWk351yiidNCZZiRFBXeoDtaXIpjMe+tIn90+PDdEHN83Xyfd/oc9+cWyPA5JWt0cL/va53B6vbjtphBaOTlLMN1tMe1u5vUXvbirRVXOz+qSP1oHW5tfo1bVF+mBLqeodXe8nd9KYJN1/UVsj/ol3fyJJevCSyYoOsej19UVasr2ivfn9XWeO1RVzhvZG+QAAAMCg0Ws9rlJSUjRmzJgO10aPHq3XX39dkpScnCxJKi8v7xBclZeXd9g6eKCgoCAFBQV1pwygV1lMRi0al6JF49r+DHs8Xj21Yp/mD0/QsMTwo57fYDDomBEJmjcsXkW1zWppdctsNCg1JuSw29EOZf7wBJ0+IUXvbS496toGu0anW//v7W2KDrXqzIlDuvSc1fk1nV6PCDbrkhkZXWpMHhVi0TmTU7WhsE4RwRb9/YKJR7Wqx2wy6oVrZio9JkRmU/e2sh6thPAgXTM/u0/v+a1pQ2M1bWis7jprrBZvL9eb64u1fHeVnK0H98UKDzLr9AkpumBamqZkxLSH0VMzY7SuoFYNLa26651tB20ffmrFPp0yLlmJkX2zkszt8eqLvEp9vqNC1x6T3e0VngAAAEB/163gau7cudq5c2eHa7t27VJmZtuJW1lZWUpOTtaSJUvagyq73a6vv/5aN9xwg28qBvqY0WjolTfiRqNBGXG+eRP6m9NG6+NtZUds4o2DnTYhRb84aaSuf36t7M2tOntyqo4b2fUG5mdPGqK9lQ36fGeliuuaZTRIl87M0K0njtQf3svt0hwNjlZdNjtTvzuj7QcDc4bF9+i1HCgrPuyo5+iJvl5l1Zlgi0mnTxii0ycMUavbo71VjSqua1Zto1Mmo0EpUSEanxqlEOvB4eDcYfFaV1CrfVUNnfa8K6hu0qkPfqkHL57kk8/ToVTUt+jVtUX63+r9Kqpt27r82roi/fqUUfrhrMw+2/YJAAAA+Fu3tgquWbNGc+bM0V133aULL7xQq1ev1rXXXqsnnnhCP/jBDyS1nTz4l7/8Rc8++6yysrJ05513avPmzcrNzW3vkXU43VkuBuA7t72ySa+vL/J3Gf3K8aMS9dSV0yW19Tg7mlVOXq9XBdVNspqNGhIdoqdX7NNd7x45uEqKDNJDl07R9KGxPb43fOOrvdW6/MnVcro9yooPO2zvOIOh7WTSG48f7pOTB6saHPpsR4U2FdZpY2GddpTVH7LZ/1mThuiec8cr1Nqtnz0BAAAAAaPXtgpOnz5db775pu644w7dfffdysrK0gMPPNAeWknS7bffrsbGRl133XWqq6vTvHnz9NFHH3UptALQc1MzYwiuuiE61KJbFg5v//hoG24bDAYNjQ+To9WtP7yXqye/3NfpuOsXZKvM1qJLZmTIaDAoJyFMceFsl/Ynl9ujq55Zo+V5Ve3XjnTggdcrPbA4T2vza3X/RZOUEHF0n0Or2ai/f7xTFfWOI459e2OJIoMt+sPZ447qngAAAEB/0K0VV32BFVdAz/z+nW16ZmW+v8voF7ITwvTARZM0IS3aJ/NVNTj0xa5K7Syr19sbS1Rmb+l0XEyoRV//30JZzX3bdwpHVmZr0bOr8vXCVwWqb+l6Y3dJSowI0oOXTNas7Lge3Xt7qV2FNU266aUNanEd3I+rM7cvGqmfHDusR/cDAAAA/K3XVlwBCEz1LS69s6nE32UEvMhgs25ZOEKXzc6UxQdNy71erx5csluPLdujZpf7sGOHxoXqgYsnE1oFqOSoYP1q0Shdf0y2nvhir55Zma8m5+E/p9+qqHfo0n9/pdtOGqkbFuR0u8/Xr1/frE1FtiOOG5kUoZ3l9ZKk3eUN3boHAAAA0F/xDgro59wer25/bbNqOmkkjY5+NDdLV83L8kloJUkfbCnT/Yt3dRpaWQ+4x/zh8frg5vmalB7tk/ui90SHWnX7olFadccJ+s2po5UWE9Kl53m80t8+3qkrn1mj6oYjb/frrvTYEJ07JbX94zc2FGtdQecnWgIAAAADCcEV0M+V2pr14dYyf5cR8Kwmo34wM8Onc6bHhmjusO+2hwVbjDpmRIKOGZGghWMSte63C3XHKaP0x7PH0Ui7n4kKsejaY7K17JfH6fHLpmpOTte2AX6xq1KnPfhll0Ol6gbHEftpSZLD5dHc751ieN1z6/SH93JVVNvUpXsBAAAA/RE9roB+zuv1avqfFquqgRVXh7NgRIKevWqGz+f1er36fFelahudOn5UoqJDrT6/BwJDQXWjFm+v0OaiOr298fBbc0clR+ijW47p9DGX26MyW4s8Xq8eWJynNzcUH/HeF05L0x/PHq/rn1+rpTsrOzwWZDbqnxdP1qJxyV1/MQAAAIAfdSf7IbgCBoCPtpbqgy1lGjMkUg99tlsNju41lz5aFpNBE9KilVtiP2Kvp84kRwYfsqG5r1hNRp0/LU1zcuI0KT1aKVEhMnWzFxEgSflVjVq8vVwfbyvTmvzaQ4777LYFyk4Ib//Y2erR6+uL9PDS3Sqqbe7WPY0G6fUb5sgr6dxHVnY65pRxybrz9DEaEt217Y0AAACAvxBcAYOQ1+vVRY9/pdX5XduiFB5k1vlT05QeG6o/vp+ro/lO8OtTRumHszKVW2LXjjK7HlyyW1Vd7PMzKT1a9S0u7ak88nYpX4oOtejkMcm6Zn6WhidF9Om9MXAs21WpX7++WaW2g4PXX548Uj89bpgcrW69srZIj32+RyOTI7Q2v0b2Q5xcOGNo7CG/hq8/Jlu/PmWU5t27VMV1nQdfp09I0UOXTun5CwIAAAD6AKcKAoOQx6suh1YXTkvTrxaNUlx4kCQpItisO97YIrene+nV2ZOGKDLEoqvnZem659q2MEUEmRUZYunS8yemR+uHszL1i1c3deu+vlDX5NLLawv18tpCnTIuWX85b4Kiulg38K0FIxL00c3H6Fevb9ZH2w7uNbe91K6fvrhee78JZheNS9ZDl07WuoJarc2v1bubSrT3gB5XPz42W6uf6fzreHORTQaDQXNy4vTquqJOx3y8rUy5JXaNGcIPfgAAADAw0JwdGCBMRoOGJ4Yf8vHRKZG6ZEa6HvnBFP31/IntoZUkXTgtXW/+ZI7mfdP8eUhUsF6+bpZ+cmzOYe951bws3X3WOLk9Xi3Pq5Ik1TtaD7ka5FvRoRZdMTtTL107S29vPHJ/n9724dYyPb5sj7/LQD8VFWrRQ5dO1oS0qA7XH1u2R2c9vKI9tIoLs8pqNuq5VQUaEh2in584Qq/dMEdxYd/1RdtX1aQ/nDVWl87MOGgr6/r9taprcmrOsEM3ine5vbr5pQ0qtXVvKyIAAAAQqNgqCAwgd7+bq6dW7Gv/OMhs1E+OHabTJiRrWGKEWt0ebSis09SMGBkP0d9pW4lN6bGhigxuW330ybYy3fTSBrW4PB3GjUyK0Ee3zJfBYJDX69V1z6/Tp7nlh6wt1GrSiWOSdNakIZo3LEFWs1G7Kxq08L5lPnjlRyci2Kz3b5yvjLhQf5eCfmx7qV3nP7pSjc6u9Xk7dmSC/nLuBEUEm/Xw0t16blWB/nXpZD27Ml+ff68B+7d+e9po/XBWpm55aWOnK7y+FWo16Udzh+q6+TmKCmUlIQAAAAILPa6AQaay3qH/rd6v+xfv6tCr6uFLp+i0CSnyer16cMluPf9Vvi6enqFfnDyyW/Mv21Wpq55Z02Er4SUz0nXPuRPaP25wtGrRA18c1HR6XGqkrpyTpVPHJyvU2nF38pr8Gv3gP1/L2doxFOtLCRFBeuyHUzQ1M9ZvNWDgWFdQoyufXqP6Q/Sw+r5pmTH6zWmjNTkjRl6vVwaDQZ/mluva59Z2On7skEi9f9N8SdJPX1yv9zeXHnb+iGCzrp2frWvnZyvEaureiwEAAAB6SXeyH7YKAv1Yi8utRz/fo4seX6WHPtstg9pWQl04LU1/PHucThqbJEn60/vbdf/iXYoJterGE4Z1+z4LRiTo9u+FXZuLbB0+Dg8y6w9nj1N8uFWJEUE6a9IQvfbj2Xr3Z/N0/tS0DqFVhb1FN7+0QRc+vspvoZXJaNDJY5P03o3zuhRaeTzebvcAw+AzNTNW7904T6dNSOnS+LUFtVqyvUK2ZpcMhrZVkN+uTOzMthK7yr85gXNKRswR569vadV9n+7Sdc+vlaO1+yd+AgAAAP7GiitggPB4vHK6PQq2HLyqYuWeKj31Zb5uWThc41KjOnn2kXm9Xl3//Dp9csB2wOW3H6f02I7b6zwerwwGtb8J/76txTZd8+xaldkPPoWtLxgM0i9OGqkr5gxVeFDXzqd4d1OJ/vLhDs3OidPfL5jYyxViIHC0unXtc+v0xa7Ot/x15oRRiXrkh1MUZDYpt8SuUx9c3um4x344RYvGpajZ6dbC+5YdsafctxaOTtKjP5wii4mfWQEAAMC/WHEFDEJGo6HT0EqS5uTE6z9XTOtxaCW1BVF/v3Cihh7QB2prse2gcUaj4ZCh1ep9NbrgsVV+C62MBunRH0zVT48b1uXQSpJcbo/GpUbqN6eO7sXqMJAEmU167qoZevaqGRqZFNGl5yzZUaH/99Y2SVJRbdMhx32aWyFJCrGadNeZYw87Z3y4VeNS2/4hsHh7uW55aaNft+YCAAAA3UVwBaDLIoMtevXHc3T6hBRdNitTU4ceeavSgf70wXY1u/y3XWlWdpwWjUvu8vhX1xbq6mfWaHlelW47aaTMJoMq/BS6oX9aMCJB7980T/ecO17xB5zkeSgvry1Us9Ot8nqHYsOsGp4Yronp0TrwLIWPtpaqydnWQ2vhmCTdePyht//+5Nhh2lpsb//4/S2luvrZNfKw7RUAAAD9RNeXHACA2pqZP3TplB49t7bR6eNqum5aZox+dpg3+J0xmwxasqNtdctHW8s0IytW6wpqNScnTn86Z7wSIo4cRABmk1GXzMjQOZNT9fbGYj355T7tKm9ofzwzLlSp0SFKiAjSsIRwWc1GXTYrU5fNymwfk1/VqAseX6XKeocanW59mluuiWnRCraYdNtJI3XWpCHaWFinN9YXa+WeaknSyWOTtK3EflA9mwrrev01AwAAAL7CiisAfWZ2dpxf7pscGaz7L5qkOTnxRxzb4nLrwSV5uv75tdq4v679erPLrWW7KuVs9eiT3HItvG+Zlud1vX8REGwx6aLpGfrw5mN073njlZ0Qph/MzNDS247Vi9fO0j8vnqwbTxguk9GgFpdbX++tbj8QYGh8mJ64bKqGRAVLkhodbjW73Drv0ZWqbXTqxa8L9YtXNysm1KpbFg5XZLBZNxw7TO9uKjmoDntLq+79aEefvnYAAACgp2jODqDPtLo92lBYp5dWF+rNDUXqq91KBoO08w+nyGo+fFafX9Wo655f22E1zIHMRoM+vXWBfvrf9YoJs+ipK6cryNx5XzGgOz7bUa75wxO0u6JB6wpq9cJXBdpRVq/TxqfogYsndWiobmt2KTK4bcH0BY+tUkJEkB6+dIrW5Nfo6301mj88XqOSI1Vc16yF9y075D3/ePY4/fCAVV0AAABAX+lO9sNWQQB9YlNhna57fq3K7Y4+uV9ksFlXzhmqienRigi2HDG0WrarUje+uF72ltaDHvv9GWP01d4aZcSFKiLYrPdunCevJJOx8yb0QFe53B4t2V6u21/brBlZcappdGj9ASv93t9SqhlZsbpsVqY+3lamqFCLJqZFtx+AcMepo3Xeoyt13D8+V1pMiJIigrWzvF7nTk7VhLTow9777ndzNSk9+qgObQAAAAB6G8EVgD7x9Ip9vR5aRYVYlBEbqozYUE0fGqMr52Z1+bkWk0GnTRiiz3dWqNTW1oDdajbq9pNH6sq5Wd2aC+iqD7eW6ab/bZDUdurf9+UkhGlWdpx+/spGvb2xbduf1WzUqeOS9ZvTxmhKRrTSYkJUUN2kguq2kwiHJYbrkc/36N7zxuvKOUP1zMr8Tu/tdHt04/826MOb5x/yRFIAAADA3wiuAPSJb8Og3nLLwuG6ZeGIbj+vwdGqnWX1mp0dp+z4cB03MkFRoRZ5PNKk9GiFWHlDj96zfNfh+6SV2lr0sxfXK6/iu+2rzlaP3tpYoqgQi+46a5wmZ8SoqLa5/fGZWbG6ZEaGrn9+nT64eb6GRAfrzx903tNqX1Wj7vt0l/7v1NG+eUEAAACAj9GcHUCfqO9kC56vzMqO1Q3H5nR5vNfrVXFds9wer4LMRn2wpVSXPblaBoP0sxc36KLHv9Jjy/YccXshcLRuOmG4okIsh3y8yenuEFod6Ns/n8MTwztcX72vRmOHRCoxIlhPLNur647J0bmTUyVJt544Qv936ihdMiNdkzOiJUn/Xr5Xn+YevNoLAAAACASsuALQ6+qanNpRZvf5vBFBZt1y4ghdOWdot/pN/fK1zXptXZFOGpOkxy+bqt+eNlqf7ajQ5zsr5HR7JEker1eNzlY9uyJfK/ZUKS48SH86e5yiQ60+fx0YvNJjQ/XRLfN1+2ubtTyv6ojjh0QFq8nlVpjVrONGJkpq2xp4oLyKBj355T796ZxxuvLpNbpkZobuOmusTh2fotSYEJ3yz+Udxnu90m2vbNQnP1+g5G9OLQQAAAACBcEVgF63PK/KpycIHjMiQZfOSNe84QkKD+r+t7Eh0SGSpE9yy/XYsr2qqG/R0yvyO4zJLbFr/r1LZWt2SZImZ0TTBwi9IiUqRM/8aIb+uXiXHvxs9yHHmYwG3b5olMalRirEalZCeJCkg1dcSdJfPtyhKZkxun5Btl5fV6TrF+Ro4Zgktbo9Onlskj7e1nGFlb2lVb96fbOe+dH09sbvAAAAQCBgHwyAXndg/52jlRkXqr+dP0GLxqV0ObTyer2qrHeo2emW1LZd6qFLJyvMatK9H+04KLSSpOpGZ3toJUkej1deH4ZvwIFMRoNuPWmk/n35tIMeG5EUruyEMLk9Xt3y8kYtvO8Lzf3LZ7rt1U2SpJyE8IO2G7Z6vLrhhXWakxOvrSV2eb1eVTc4dOsrm3TO5FT95tTRspo6/hNg2a5Kvbh6f++9SAAAAKAHCK4A9LqLp3/XT+dojEyK0Ec3H6OkyK5tZ3K2erR0Z4UWPbBc0/+0WFP+8Kn2VTWqptGpn724QY3fBFldsanIpml//FRXPbNGrm+2EwK+duKYJM3Miu1w7e8XTNSSWxfo2atmaO6wuPbr724qUXFds4xGgy6fnXnQXOV2h3763/X641nj1OrxKshi0p7KBv34hfV6/qsC/WjuUOUkhHV4zp/e366C6sbeeXEAAABADxBcAeg1eyob9Pt3tunF1fv1h7PGaVJ6dI/muefc8Xr3Z/P0+k/mdPmUv7zyes3882L96Ok12lleL0lqdrn10Ge7FRNqOeJqrdTokINWsTQ63ZqQFiWLiW+d6D3Xzs/u8LHJaNDi7RVava9a9104Sf+5fJqGJYYrKTJISRFt2wVvOmG45g+PP2iu3FK7HK1uWUxGhQeZ9c+LJ0uS9tc06fEv9qrse6d9Njnd+sWrm+T25d5eAAAA4CjQ4wpAr9iwv1ZXPLVa9m9OE3zos93dWqkUGWzWZbMz5XB5dPH09G713WlwtOpHz6xRbZProMdeX1+ksycPUXJUsHYf4rS2EItJp45PVmJEsBaMTNDuigaV2loUEWzWBVPTulwH0BMLxyTpxuOH6bMdFXJ7vDIYpBv/t14tLo+eX1WgO08fow9vnq8Wl1vmb0JUi8moO04ZreV5HRuvZ8eHKSbsuwMFhiWGa3RKpLaXth2W0NmqwzX5tfrbxzv161NG9eKrBAAAALqG4AqATzU73XptXaHu+XCHmg54U9zs6vq2vBNGJeqec8crsYtbAr9vyfbyw/bVuvOtrTpxTNIhg6tml1v/Xr5PkmRrdukXJ4/sUR1AT9120kjddtJIeTxe3fHGFrW42kJfe0urfvnaZj21Il//vWZmh+fs+mZl4YH2VjWqoLqpw8mDp41Pbg+uDuWxZXs0LjVSp08Y4oNXAwAAAPQcwRUAn1m6s0K/fHWzqhocRzXP7YtG9Ti0kqRJ6dEKDzKrwdHa6eP51U36NLdcJqOh0y1RkcFm/fjYHI1MitC41Kge1wEcjee/KtCTy/cqv7rpoMe2l9r1p/e36x8XTmy/9sGW0g5jFo1N1qUzMzQ0LrTD9aHxHftaHcqvX9+iMSmRyk44+NRCAAAAoK/QqAUBY2uxTc9/VaDleZX+LgU98Nq6Il3z7NqjDq0k6aGlu4/q+ZlxYfrTOeMOOya/uqlDaJUdH6brj8nWrxaN0us3zNFPjh2mE0YndbkRPOBrX+yqbA+tfnfGGMWHB3V4/I0NRdpR1rZyqtTWrGW7vvveOSk9Wv+6dLKOGZHQvp3wW8VdPOWzwdG2ustDvysAAAD4EcEVAsaK3VXKK6/vcQNv+M+bG4p82tD5xDFJRz3HmROHKCmy7Y3+xPRoLRydpDEpkQeNs5qM+uv5E/Sz44fp09xyfZJbpgcW5+nrvdVHXQNwNObktJ0gODkjWj+am6WfHZfT4XGvV/rXZ20h76o91XK0tm0nTIoM0r8umXzIQwRmZcfpvClpBx0+0JnoEIu60V4OAAAA8Dm2CiJgXL8g58iDEHA2Fdbpl69u9slc4UFm/fS4YTp9fMpRz2UwGHTcyES9v6VU0SEW/ea00SqsadKVT6+WxysZDdIxIxJ08fR0LRqXonMfWaHaJqd+fcooHTMiQcGWrp1eCPSWzG+2+P3k2GGSpGNHJirty30d+rd9sq1MNY1OzR+eoOTIYE3OiNafzhmv2G8asrs9Xq3Jr1GTs1Wp0aEanhiuienR+kd6tFxuj77eW6OPtpVq6Y5K1be42g9T+Nak9GgV1TYrPbbjdkMAAACgrxi8Xm9A7QGw2+2KioqSzWZTZOTBqyMABJZrnl2rxdvLj2qOMKtJPz9xhIYnRWjBiAQfVSYVVDfqwsdXqdzu0O2LRuq08SkKsZj07Kp8/Wf5Pp02IUX3XThJkvT13mpFBFs0ZgjfdxAYthTZZDRKY4d812dtV3m9Tn/wSzkPOKHzr+dP0IXT0uX1eg86fXPD/lqd9+hKfbsYMibUohlZsTp1fIoaHW4lRwVp/vAEWUxG3fvRDj36+Z5Oa5mdHaf/XTfL9y8SAAAAg1J3sh9WXAE4KhX1LUf1/GvnZ+nSmZnK6mLD6O7IjAvTf6+Zpb9+tEPnT01TYkSwWlxuFVQ3ydHq0UljktvHzsyO8/n9gaMxPq3jwQAtLreuemZNh9BKkhbnluvCaentoVW5vUUfbinV0PgwHTsyUa9cP1s3/m+DSm0tqm1y6eNt5fp423dh84ysWP33mpnyHObnWAS6AAAA8Bd6XAHoFluzS796bbOanW5JUsL3GkZ3VUSwWQ9cNEm/OW1Mr4RW3xqWGK4nLp+mxIhg1TQ69cP/fK0l2yt05+ljtGhc8pEnAALE/pomFdU2H9RzanleVfvXY7PTrcue/Fq/fzdXVz69Rk9+uU/ThsbquatmKMj83V/5ZuN3k6zeV6M1+2p00/HDNTUzptN7e7xe2Zpdvn9RAAAAwBGw4gpAl+WW2HX9C2tVWNOsz3dVaFpmrLaV2Lv8/NnZcfrLeeNlNRsVG2ZVkLlv+0jVNDo1PStWD106RclRnBaI/mV4YriW3LZAy3dV6vfv5rZfb3a59Ulumc6alKq8inrtKm9of+wfn+yUo9Wt86em6bQJKXpjfbEkKSrEoqvmZelvH++UJEUEW7Q8r0ovXD1D720u1evri/TV3pr2eZ5eka8Xv96vf10yWSeNJfAFAABA32HFFYAj8ni8WrqjQhc9vkqFNW2NocvtDr2/pVRl9q5vFbx90UhlxoUpJSqkz0MrqW311a8WjSK0Qr9kMBiUkxCumdlxGpkUIYNBMn2zcmpdQa0kKSUqRJHB3/1Mqsnp1l8/2qn7P90l0wFLtaobndpT0aBzJ6dKkhqdrfrV65v185c36YyJQ3Tt/OyD7u9o9WjpzorefIkAAADAQVhxhYDm8Xj17Kp8xYZZlRIVohlZsf4uaVDZXVGvNzcU660NJSquaz7yEw4QHWrRFbOHatrQGO2rapRBbSeU9aUmZ6tCrWZ5PF7trWpUWkwIpwWi3xudEql3bpyrlburdc1zayVJdU1t2/gSIoL029PG6PbXO570aWt2aWJadIdrb2wo1qs/nq2MuFAVVDfK1uzSR9vKdM8H23XTCcP14wU5evyLPTqw9dW3q7AcrW6ZDAaZTfz8CwAAAL2L4AoBzWg0aGpmjJ5bVaAfLzh4BQB6xwdbSvXI57u1tbjr2wC/76fHDtOF09IVFWrR/OG+OymwK5qdbv3h/VxtKqzTOz+bp1tf2ahPc8v16o9ndzihDeivgswm3b94l9zfHBc4b3h8+2PHjUrU3GFxWrG7WpI0f3i8HvnBVH2wpfSgeTbsr9UtC0foV6+1BV3TMmM0OiVSceFB+vUpo7R4e7l2V3y39XBfVaOG/+YDudxepcWE6P9OHa1TxiUfdJohAAAA4CsEVwh4E9Ki9fcLov1dxqBQ2+jUnW9v1XubD36D2xVZ8WGakhGjcyanKjMuVOHBff8txuv16oqnVyspMlgvXjtLJqNBfzt/orzy+mV7ItBbhiWEa3ORTZI6NF5PiAjS81fN1PUvrNOnueUamRQhSZqSEaPJGdFqdro1KjlC9S2tmpPTFnj9+pRRumJOptJiQhQZYpUkvbq2UJfNytS9H+1Q0zfN3yXJ5W4Ly4pqm/WT/67XjKxY3XHKKE3O6LyxOwAAAHA0CK4AyOv16pW1hfrrRztV3ejs0Rx3nzVWl83K9PvKC49Xuun44Zo7LK69FquZ7UwYeK5bkK03NxbL65UKa5o6PPbRtjIt21kpSapvaZUkJUcF682fzD1onh1ldl325GpV1jtkMEivXj9bOQnhuvu9XHk8Xv3+jLF6d3OJvtxd1WHb4LdW76vROY+s1Knjk3XmxFTNzIpVTJjV9y8YAAAAgxLBFTDItbjc+sWrm3q8ykqS5uTEaeyQSHm9kr93DJmMhg7bpoCBalRypC6YmqZX1hbJ871A6YtdlXK6PZKksKDv/qp/flW+nG6vhkQFyyvp+FGJKqppVl1TW2Dt9UqZcaG68+2t7YHXC18X6I0b5uiBxXl6aOnuQ9bzwZYyfbClTAaDNDEtWnedOVYT+7ivHQAAAAYegitgkPvLhzuOKrSSpJV7qrXy0VW6Ynam7jprnI8qA3Akvz19jPKrmpQZF9rhet4BfammD/1uC99r64u1qbCu/eOzJw3RAxdP1svXz9YLXxVo4agkLdle0eF7wuYim55dVaAfH5ujtQU12lRoU7Pru62D3+f1ShsL63T1s2t1w7E5OmlMktJjQw85HgAAADgc9s8Ag9i2EpueXZV/VHPEhFo0JydOklRia5G3s71EAHpFZLBFL18/S2dOHNLhuuub1VZWk1EnjE5qv37+lNQO497aWCJbk0tTMmJ034WTFGQx6tdvbDnoPkFmo8KDzHr0B1P13NUz9KO5QxVqPXzPuKoGh/7wXq6ufnYN3xcAAADQY6y4Agaxv328s9OeNd1x0wnDFRNq1cjkCP32tDF+73EFDDadfc2dOj5FUzNjNDo5sr3HW6vbo7UFtR3GWU1GOVrdkiySpJyEcFlMhvYG7N+a9M2Wv9+9s03vbCrptA6jQbKYjHK0ejpc31XeoNte2aQTx7QFaMOTwjUsMaLbrxMAAACDk8EbYD8GtdvtioqKks1mU2RkpL/LAfq12kaniuuaNS416qDH9lc36Zi/LT2q+SemR+vl62bJbDTIZDQQWgEBqsHRqp/+d71W7qnS3GHxGpkUof9+vV8NjlZZzUadOi5Zl8zI0IysWDlaPSq3t+gXr27Smvy2oGvtbxeqrsmlE+9fdlDYHR8epPOmpionIVz/98YWtX6/4db3HDsyQc/8aEZvvVQAAAD0A93JflhxBQwwdU1OfbKtXO9tKdWK3VU6bmSCJqRFq7CmSSeOSdJJY5MlSWFBJmXEhmr/904jO5Iwq0nHj07SorHJOn5UooIth98u1BvcHq9MRkIyoKuanK0alhiuP50zTmkxbf2mml1uPbeqQM5Wj97aWKK3NpbozIlD9LcLJigzLkwnj01Wk9Ot8alRigm16o/v5baHVvHhQTp9QopOHZ+iMKtJ9pZWrcmvOWJoJUk7Sut786UCAABggCG4AgaInWX1+tdnefpoa1mHN4+Lt1do8fYK/fS4HJ00Nlm2Zpc+31mhMKtZH99yjB5btkcPfpZ32C2DMaEWnTgmSYvGJWtOTrxfwqpvvbxmvwqqm3T7olF+qwHobxIjgnXn6WPaP65ucOjjbWUHjXtnU4nqml168oppumZ+tq6Zny1JWrWnWm9tbNsi+MuTR+rqeVnaXdGgB5fk6ZPcclnNRj1z5XSNS43U1mL7YWsZmcw2QQAAAHQdwRXQz9U2OnX3e7l6c0PxYcc9vHSPsuPDlRoToptf2ihJmp0dp+NGJSg+PEiV9Q6FWk2aNyxeP5iVqfhwq0578EvdduII/fjYHFlM/j/Lwe3x6vOdlTpr0pAjDwbQwbJdlfrLhzt0xsQUfba9QuV2R6fjvthVqSe+2KufHjdMklRZ79Btr2yU1Nak/Udzh2pLsU0XPLaq/TnOVo9ue3WTHv3hVJ3/6MrDrry641RCZwAAAHQdwRXQjy3dWaFfvrpZVQ2dvwH9vtte3aTU6JD2j1ftrdaqvdWS2kKs+y+apOSoYElSo6NVJqNBP5iVGRChlSSZjAY9+sOp/i4D6JdGJIWrxeXWXz/aecSxT6/I17Xzs2U1G3Xj/9arxNYiScqMC1WQ2aSq+oO/55TaWvTq2kKdPTlVr60r6nTeUckRGpVM/0oAAAB0XWC8GwXQba+sKdTVz6zpNLQyGQ0KtnT+5V1c19zh48kZ0brrzLF64ZqZ7aGVJHm8Xt1ywnDFhll9WzgAv0iJCtGnPz9GO/+4SL85dfRhx1Y1OPTYsj2SpIlp0e3Xz5gwRCajQbZmV6fPe2dTiWZnxx1y3m/7awEAAABdxYoroB/63+r9uuONLZ0+dvH0dP3i5JEKtpj0wlcFen5VwUFhlclokNvj1cLRifr35dM6PQ0wItiiG08Y3iv1A/APs8kos6TzpqZpRHKEEsKDdM+H27U8r6rDuCvnDNXzXxVoQlqUrpgzVF/kVamyvkVXzB0qSdpW0nkfK5fbo+FJ4Ye8v72l88ALAAAAOBSCK6CfWZtfo//39tZOH4sLs+pP54yX0SBd/MRX+npfTftj8eFWnT81XdtKbPrDWeMUFWJRWJC509AKwMDi9nj1k/+uU7ndIavZqO0ldn1x+3GKCbOqqLZjsD07O063nTRC1x6TrdfXFSk61KoPb56vJmerQq1mPbsyX89/VdDpfRIigmTQob+nbCmyqdHRqrAg/vkBAACArmGrINCP7K6o149fWC+Xu/PGx7Oy42QyGlTd6OwQWo1OidT/rp2lX58ySk9fOV1DokMUE2aV1cy3AGAwMBkNmj88QRsL61Rqa9YHN89XzDfbgP9x4URZD+hjt66gVuN//4nOeXiF5g2P16T0aElSqNWs3RX1+uP7ue1jjd/LqMYNiTrs95Vml1vvbyn13QsDAADAgMePPIF+Ym1+ja5/fp2qG52dPh4bZtUvTx7Z9vtQq168ZqZMRoPSY0OVEhUsg8EgZ6tH5z66QieMStLolAhV1juUHBWiE8ck9eVLAeAH41OjFGo16YGLJis1OkQej1cltmb9a0mejEZJ7rZxTrdHklRR79B5j67U3WeN02WzMiW1NWD/NjgflRyhBSMT9Piyve33OHZkgobGhyopMuiQpxZ+tadaF05L770XCgAAgAGF5RZAgHN7vPr9O9t0/mOrDhlaBVuMevKKaRoaHyZJMhoNmjMsXjOz4zQkOqR9O2Btk1Nbi+16eOlu5ZbYNSwxQgXVjR3m2l1RL6/30EfZA+ifwoLMeu3Hc9ToaNXEuz/Rdc+vU3iQWSOSItTi8nT6HK9X2lpka/8465vvMTcdP0z3XzRJ0zJiNDkjWpKUFBmkMycO0Y7Sep0zOe2QdUSHcuADAAAAuo4VV0CAWrWnWo5Wt3aW1euZlfkyGqTcuxfp1lc26oMtZe3jzEaDHrx4siZnxBxxzvjwIFlMBhlk0HNfFeiHszM1O+e7E8A2Ftbp/97Yoqd/NF1JkcHaWmxTiNWknIRDN1sG0D8MS2z7Oi61NWvG0Fit3FOl8x5dqfdvnCdbs0svrSns9Hn7qht12ZNf64ezMnXi6CRdMDVNtywcofMeW6kgs1GvXT9bL64p1AmjEvXgZ7v16Od7DllDdKhFNx4/rFdeHwAAAAYmgisgwDQ4WvXLVzfpw61lHa57vG0rpu49b4IWb6+Q2WjQrSeO0OSMaE3NjO3S3CajQZ//8jjFhVnldHsUGWxpf+yjrWW6+aUNSo8NleebFVefbCvT0PgwgitgAEmJCtGTV07Xe5tL9LMXN+jPH+7Q788cq9X5NbKajAq2mLSxsK59/Opv+uWdOyVVRqNBfz1/ggwGg6JDLFq6s1K5pfXfbSX83gmm33fzCcPbe2sBAAAAXcFWQcBPvF6vvt5brVfWFOp/q/drb2WDJCm3xK4Pt5bphFGJOul7vadszS41Od26dEaGnr96pq6Zn93l0OpbqdEhCraYOoRWkvT+llIdNzJRL103SylRIZKkcalRGjckSusKao/ilQIIRAtHJykpMkivrSuSxWTUPy6YqOlDY3Xx9M77T8WHB0lSh5NIg8xGvXDACYPXHZNz2HueP/XQWwgBAACAzrDiCuhjTc5Wvb6uSM+szNeeyu/6S4VZTVp82wIlRba9OUyPDdXvzhij+z7dpY+2lun6BTkalRwpSbp6Xpa2ldh9VpOj1a3IYLN+f+ZYWQ44XeykscmSpGdW7NPUzCNvRQTQfwRbTLrtxJG6/fXNeuKLvbrh2BxNzojR5qI6hVlNanS6O4wv+d5qqqd/NEN/+XCHnvhij66en6URSREanRKhtJgQFdUevPLq2vlZivheYA4AAAAcCcEV0Ac+2VamTUV1igqx6JkV+SqxtRw0ptHp1gtfFSglKkRhVpNOm5Aig8Gg204aqdtOGtk+zu3x6oLHVmlKZrQWjUv2SX0ut1f/74wxHUKrA105N8sn9wEQWC6cnq63NxXrkaW7lRwVpM93Vuqnxw3TujtP1Fd7q3XT/zbI3tIqSZ2GTjkJYZqVHadye4tGJEXIYDDonMmp+tdnuzuMu35Btn518qg+eU0AAAAYWAzeADs+zG63KyoqSjabTZGRkf4uBzhq6wpqdf5jK9WVr7S4MKv+ceFEZcWHKTMu7JDjCmuaZDQalBod4sNKAQxGJXXNOu/RlSr9JlB//uoZmj88QZL0ryV5+senuyRJ/7hgos7rwla/Uluzznl4pSobHHJ7vLrz9DG6eh7hNwAAAL7TneyHFVdAL2pxuXX7a5u6FFpJUnWjU48t26OFo5N0yYwMhQV1/iWaHhvqwyoBDGZDokP03FUzdOl/vlZto7PDYQzXLcjWsl2VWltQq5HJEV2aLyUqRF/93wlye7zKr27kcAcAAAAcFVZcAb3E2erR797Zqv+t7vyI+e+zmoy6+6yxunBaulbn16im0alTx6f0cpUA0KbC3qItxTadMLrjoRAut0e2Zld7c3YAAADgaLHiCvCzotomXf7kau2tajzosZPHJunEMckKs5pkNBpkNhpkNBqUfcD2wFnZcX1dMoBBLjEyWCdEBh903WIyEloBAADAbwiugF5QWNPcaWh13THZ+r9TR/uhIgAAAAAA+p/OjxADcFSmDY3p0DjdajLq+gXZ+vWinp2q9fePd+pnL67XrvJ6X5UIAAAAAEDAo8cV0EvqW1wqqG5Sq8erkUkRCrGaejyXs9Wj19cXKTEi6KD+MwAAAAAA9Cf0uAL6SG2jUzFh1k4fiwi2aFxqlE/uYzUbdcmMDJ/MBQAAAABAf8FWQaAbyu0tqm10SpLWFdRq9l+WaF1BjZ+rAgAAAABgYGLFFdBFz6zYp9+/m6tQq0k/XzhCP5iZoYlp0Qoy93wLIAAAAAAAODSCK6CLIoItig61KCbUqn3VjWp2ufXy9bP9XRYAAAAAAAMWwRXwDa/Xq+K6Zq3cU60xKZEalxqlCnuLokOtspqNOm9qms6bmubvMgEAAAAAGDQIrgBJ//5irx7+fLfqmlySpGvmZWl0SqR+/spGNbS06uXrZyvYwpZAAAAAAAD6EsEVBr2Sumb96YPtHa69v6VUuyoatLeyUQ9dOkVuj1cV9S1KjAj2U5UAAAAAAAw+nCqIQS85MlhXzc3SjKxYBZnbviRKbS2yN7v0wU3zNTUzRr98bZPk9XOhAAAAAAAMMgav1xtQb8ftdruioqJks9kUGRnp73IwSFTWO/T1vmpNSo/WBY+tUqmtRRdNS5fJZNDlszMVHmRWWkyov8sEAAAAAKDf6072w1ZBDHper1c/fXG9Vu+rUVZ8mEptLZKkHeX1uuec8RqVTIAKAAAAAIA/EFxhwLI1ubR0Z4Uq6x1aNC5Z6bGdr5jaVmLX6n01kqR9VY2KCrHo16eM0oXT0mUyGvqyZAAAAAAAcACCKwxIr6wp1F3vblOj0y1JuufD7Xrl+tmaNjS2fUxNo1PvbCzWv5fvkyQZDVJ6bKj+dv5EzciK7XReAAAAAADQdwiuMOAU1Tbp129slueA7m0JEUGamB4tW7NLu8rr9c7GEr20Zr+CzSadPy1NJ49N1tTMGFlMnFcAAAAAAECgILjCgNPsdMtgMEher6xmoy6dkaEbjx+mpTsqdOP/NsjR6lFCRJB+tWiUzpw0RIkRwf4uGQAAAAAAdILgCgPGu5tKtLXYJqfbI6NBunzuUN2wIEeJkW3B1IKRCfr9mWNlNRk1f0Q8gRUAAAAAAAGO4AoDwjMr9un37+a2f/yXc8fr4hkZHcYEmU265HvXAAAAAABA4KKhDwaENzeWtP/+wmlpB4VWAAAAAACg/2HFFfq93RX1yiuvV5jVpOsX5OjHC3L8XRIAAAAAAPABgiv0a7WNTt3wwnqdMi5FPzt+mLLiw/xdEgAAAAAA8BGCKwQkj8errSU2rd5Xo1nZcRqXGnXQmI2Fdfp4W5keu2yqchLC/VAlAAAAAADoTQRXCEi2ZpcW55arrtmliGBzp8FVZmyofrVolB+qAwAAAAAAfYHgCgEpJsyqW08aecQxAAAAAABg4OJUQfjN0p0VmvXnJdpT2eDvUgAAAAAAQAAiuIJfeL1ePfXlPt120ghlxdFQHQAAAAAAHIytgvALg8Gg56+e6e8yAAAAAABAAGPF1SDl9Xq1u6Le32UAAAAAAAAcEsHVILS91K5FDyzXwvu+0K2vbOzRHHnl9brkia/02LI9vi0OAAAAAADgGwRXg9DmojqFWE2SpLzynjVGf2rFPkUEmzVvWLwvSwMAAAAAAGhHj6tBprLeIYvJqEZHq04bn6I/nD2uR/Pcc+4EH1cGAAAAAADQEcFVP+P1euX1SkajoUvjPR6vdlc2aE1+jT7eVq4v8yrl8Upmo0HThsYqNsyqT3PLFR9uVamtRWvza5UaE6JjRyYoOz7sm3t2/X4AAAAAAAC+QnDVz7y3uVS3v7ZZT145TXNyOt+mV1jTpNxSu5buqNAnueWyNbuUHBmsnMRwXXtMtkYnR2r+8HjFhQdJklKjQ/Tkl/sUHmRSsMWktfk1+jS3TMMTI5QRG6qYMKtOHJOkqBBLX75UAAAAAAAwyBm8Xq/X30UcyG63KyoqSjabTZGRkf4ux692lNm1YX+dLp6eLoOhbcVTo6NV/16+Vz+YmamEiKCDnuP1erVsV6VaXB6lRAUrJSpYceFBMrFiCgAAAAAABIDuZD+suOoDFfYWPbUiX83OVl05N0tZ32zB+75/Ls7TuVNSlR4bKkl6+st8vbOpRKdNSFFkcNtqJ7PJoFsWjjjkvQwGg44dmej7FwEAAAAAANDHCK76QESwRRX2Fr2xoVjvbCrR+VPTdNakVI1LjWofs6XIpsXby3X9gmxJUk2jUzvK65UQEaTnVuYrzGrWpIxobSuxa3NRnf5w9jgFmU3+ekkAAAAAAAC9juCqD4RYTbrvoknKiAvVA4vz1Oh0a3RyhPLK67Umv1Zf76vWh1vK9MNZmQq2mFTb6NTse5bI0eqRJP1vdaGuPSZbVQ1O/XBWplpcaYRWAAAAAABgwCO46iP2Fpfe21yqqBCLbliQo03FNm0urFNKdIjOmjREc4fFa3Z2nCTp09xyJUYGqa7RpR8fm6Nr5md1CKqCLYRWAAAAAABg4KM5ex+qrHeosLZJUzJiDjtuV3m9MuNC1ehwKzbM2kfVAQAAAAAA9D6asweohIigTk8C/L4RSRGSxHZAAAAAAAAwqBn9XQAAAAAAAADQGYIrAAAAAAAABCSCKwAAAAAAAAQkgisAAAAAAAAEJIIrAAAAAAAABCSCKwAAAAAAAAQkgisAAAAAAAAEJIIrAAAAAAAABCSCKwAAAAAAAAQkgisAAAAAAAAEJIIrAAAAAAAABCSCKwAAAAAAAAQkgisAAAAAAAAEJIIrAAAAAAAABCSCKwAAAAAAAAQkgisAAAAAAAAEpG4FV7///e9lMBg6/Bo1alT74y0tLfrpT3+quLg4hYeH67zzzlN5ebnPiwYAAAAAAMDA1+0VV2PHjlVpaWn7ry+//LL9sZ///Od699139eqrr2rZsmUqKSnRueee69OCAQAAAAAAMDiYu/0Es1nJyckHXbfZbHryySf14osv6vjjj5ckPf300xo9erS++uorzZo16+irBQAAAAAAwKDR7RVXeXl5GjJkiLKzs/WDH/xA+/fvlyStW7dOLpdLCxcubB87atQoZWRkaNWqVYecz+FwyG63d/gFAAAAAAAAdCu4mjlzpp555hl99NFHevTRR7Vv3z7Nnz9f9fX1Kisrk9VqVXR0dIfnJCUlqays7JBz3nPPPYqKimr/lZ6e3qMXAgAAAAAAgIGlW1sFTznllPbfT5gwQTNnzlRmZqZeeeUVhYSE9KiAO+64Q7feemv7x3a7nfAKAAAAAAAA3d8qeKDo6GiNGDFCu3fvVnJyspxOp+rq6jqMKS8v77Qn1reCgoIUGRnZ4RcAAAAAAABwVMFVQ0OD9uzZo5SUFE2dOlUWi0VLlixpf3znzp3av3+/Zs+efdSFAgAAAAAAYHDp1lbBX/ziFzrjjDOUmZmpkpIS/e53v5PJZNIll1yiqKgoXX311br11lsVGxuryMhI3XjjjZo9ezYnCgIAAAAAAKDbuhVcFRUV6ZJLLlF1dbUSEhI0b948ffXVV0pISJAk3X///TIajTrvvPPkcDh08skn65FHHumVwgEAAAAAADCwGbxer9ffRRzIbrcrKipKNpuNflcAAAAAAAADTHeyn6PqcQUAAAAAAAD0FoIrAAAAAPCzqgaHHvosT29vLFaz0+3vcgAgYHSrxxUAAAAAwPdqG536+ye7JEkXTkvTX8+f6OeKACAwsOIKAAAAAPzMfUDrYXtzqx8rAYDAQnAFAAAAAH7W6v4uuKqob/FjJQAQWAiuAAAAAMDPPAesuNpZVq9Wt8eP1QBA4KDHFQAAQB9rdLQqLMgsl9ujv3+yU/Ie+TkDUXiwWQ0tbInqz5/+iGCz6gfx5zAq2CybD16/QVJlg6P940anW2vyazU7J+6o5waA/o7gCgAAoI+FBbX9E8xiMmptfq3WFdT6uSLfMhokTxfSmAlpUdpcZOv9gtBrJqdHa0Nhnb/L8JvpQ2O0Jr93vn6f/HIvwRUAiK2CAAAAfnX25FR/l+BzXQmtMEAY/F2Af1XWO448qIcWb69Qo2PwrmYDgG8RXAEAAPjRBVPT9NvTRistJsTfpfQ9Ai70cwU1TQq19N5bqvs+3aX6FlevzQ8A/QFbBQEAAPqY2+PVPR9sV2y4VT8+JkfXzM/W3qpGvfj1fn+X1rcG+WqdgWCwfwq9XikjLkw7yup7Zf4nv9ynZ1bma2JalCakRWt0SoRGJkdqVHKEgi2mXrknAAQagisAAIA+9MWuSk3JiFaI1aS5OfHt16NCLH6sCkBPmYy9G9+5PV6t31+n9fvr2q+FB5l1yrhk/XLRSCVGBLdff2VtoVbsrpIkxYZZNTMrVieMTpLFxEYbAP0XwRUAAEAfWrqzQp/mluuSGRmKDbPK+M2b3phQgiugP/JHH6oGR6teXVekguomXTozQ7Zml5btqtRnOyo6jHt6Rb7iw4P04wXZunz2UFnNBFgA+h+CKwAAgD70q0WjtHpfjfKrG7R0Z5N+etwwnf/oSu2ubPB3aT5lEC2sBgPDoN8sKL+GQavza7Q6v+awY6oaHPrj+9v16toi/e6MMZozLP6w4wEg0BC5AwAAdFN9i0sr91TJ6+1+NBNsMemYEQk6dfwQXXdMtiTpFyeN1MXTM3xdpl8ZyDMGBz7P/Sa821ler8ufWt2rJyECQG8guAIAAOgmq9moK59ao7MeXqFPtpXJ2erp0TwWk1Gr9lTr0v98pfOnpGpWdqyPKwXQ24L60fa7Vo9Xb28s1jubSnThY6v0i1c3afW+w6/Y6gu1jU6t2lMtl7tn30sBDGxsFQQAAOgmq8koGaTNRTZd9/w6RQSbdeKYJP1q0SglRQYfeYIDfLytTC9cPVPbSu3aXTFwtgt2ZQ1KDxasIcD0j7VGvau/9T3/0wfb27/2VufX6K0NxXro0ilaNC75sM9rcbkVZDbK4KPllF6vVx9tLdO/Ptut3FK7JCkjNlQ3nTBc50xO7fWm9wD6D4IrAACAbqprcnVYZVXf0qo31hfrk23lOmlskkYmRSgpMliJkUFKigxWcmSwwoLMcrS6tS6/VrNz4mQwGOT2eHX57Ez99aOdSo8NUWpMqKoanH58Zb5j6EKTK7YTDgB8Dn0W5PSV7wfGrR6vfvriel13TLZuOn64QqymDo/vLKvX7a9t0qYim86aNET/vHjyUdewck+V7v1opzYV1nW4vr+mSb94dZOe/HKffnvaaM2lHxcAEVwBAAB0W2SIRVaTUc7vbWtpcLQFWJ0JDzK3j/nhrAwtGJGo51bl6x8XTtTxoxKVGhOiE0Yn6b5PdwXE1p2jZaA9++DAp3hArAxye7x69PM9em9ziX5x0kgdOyJRFfUtenVdkZ5Zmd8e1L+9sUQVdoecbo+CLUZFffO9sNTWolCrSU9cPk2WwyxB21ps018/3qkvdlUetp7tpXb94D9f64RRibrj1NEalhju09cLoH8xeHvSVbQX2e12RUVFyWazKTIy0t/lAAAAdOrE+5Ypzwdb++6/aKImpEXr8idX60dzh+rU8Sma85fPfFChf1lMBrnch/9n5uT0aG343ooL9C/TMmO0tqDW32X4VXy4VTWNTnkC6l2Vf1w+O1MLRiRoT2WDIoMtig+3Kshi0p6KBi3Pq9KSHRXdntNkNOiHMzN088IRig2z9kLVAPyhO9kPwRUAAEAP3P1urp5ase+o5xmWGK5Xrp+tFpdbT3yxV26PV89/VeCDCv3LajLIeYTgKjkySI0Ot+odrX1UFXxt+tAYrckf3MGVJE1Mi9KmIpu/ywg441IjtbXY7pO5IoLNuvH4YbpizlAFmU1HfgKAgNad7KeftRIEAAAIDDefMFxjUo7+h2wV9hZ9vbdaS3dW6CfH5uj19UU+qM7/utL2p8zuUHpsiMwDYKsVBrdgC0FKZ3y5RKK+pVV//mCHFt63TB9sKVWArb8A0IsIrgAAAHogKtSi566eoSFR3TtF8EDDEsN1wbR03f1erjwerz7JLVeT0+3DKv3H0MWu3bml9ZqcEd27xQC9rLLB4e8SAk5WfKi2lfhmtdWBCmua9ZP/rtcFj63SRrYaA4MCwRUAAEAPxYcH6YbjhvXouUPjQvXfa2ZqW4lNs7JjdeyIREUED5xzc7pz0NqmwjplxIb2XjFAL9tb2UgD8e+JCe3dflRrC2p19sMrdPNLG1Rc19yr9wLgXwRXAAAAR+GCqWnd3upmMEh3nTVO9364Q1/trdGwxAj9+8u9A2a1laQurrdq43R7lXwUK9eAQBATavF3CQEjMSKoz1ZDvb2xRMf9/XP99aMdqm9x9ck9AfQtgisAAICjEGwxdXulxaUzMvTA4l16Y0OxJCky2Kyr52VpfGpUb5ToF4buLLmSfNsMB/CDKrYLthsaF9anpyw6Wz165PM9Ou7vn+vFr/fLzRGPwIBCcAUAAHCUutOkPcxqUnSoRRv217Vf+9vHO+VyewZUk/LuvhJ7CycL9kdd7WU2GHQ7rB2gwoPM2lpc55d7VzU49X9vbtHp//pSX++t9ksNgCS1uNwcIOBDBFcAAABHaVw3VkqdMDpJQWaTshPC2q/ZW1r18bYyfb2vpjfK849uvodvcbmVHhvSO7WgF/HG7Fus8mkzZkikmlwev9awvdSui574Sj97cb1K6H+FPuZye3TR46s09y+f6fOdFf4uZ0AguAIAADhKp01IkamLq6U2F9Xpy91V2lvZqNEpkbKYDAoyG3Xl7Cy5B9BPZ7u79iS/ukk1DU6NTI7olXrQS1hl1K6ifvBsFbSaOv+8W0wG7alo6ONqDu29zaU6/h+f68EleWpxDZwegghs9364Q5uKbCqxtaj+EKuJi2qb9MtXN2l5XmUfV9c/DZyjawAAAPwkKTJYx49K1Ke55Uccm1/dpPzqJl05O1OnTRyiUluLYkOtuvb5tVq5ZwBtbelBoNHodGtXWb2mZcZoW4ldzbzRDHwDJ2s9aoMhGAm1GDU2NUpr8mslSUFmo0KsJgWbTQqyGJUZG6ov8qr8XGVHLS6P7vt0l15ZW6jfnjZGJ49NYlsnes3yvEr958t97R+v2lut0yekyGAwqNTWrPc3l+rrfTVatqtSzlaPXl1XpJtOGK6fLxzOn8vDILgCAADwgdMnpHQpuJIks9GgH8zKlLzS5PRorcmvHVihlXq+EMertmPuxw2JVG6pvU8bPKMHDHyCvuX1tq1EcroH5v+TMSkRqm50todWkuRo9cjR6pH0zWl+AbxqtKi2WT9+YZ3mDYvX784Yo+FJrO6Eb9U0OnXbK5s6XHvx6/3aUmRTQkSQvthVqdZO/lJ7cEme6pqc+v0ZY2UcQL0ufYngCgAAwAdGdONNUIjFpLvfy1VVg1MLRyfqtXVFvVhZ/7S1xK7pQ2M6vElGIOJN1oFCrCY5mwfWQQMhFqPGHbDK6lDGp0ZqS7G9j6rquS93V2nRP5fritlDdfPC4YoKsfi7JAwAXq9Xd7yxudMtw1uKbUd8/nOrCtTQ0qq/nj9BZhMdnb6P/yMAAAA+kBIVrInp0YoJPfKboHpHq5bnVWl7qV3/+my3Sm0tfVBh3/JFnLEmv1ZTM2N8MBPQN4LNJn+X4FOjUyIUFWLtUoDs6kcrzdwer55asU/H//1zvbR6P431cdReXlOoj7d1bdX1obyxoViFtRwm0BmCKwAAAB+ICrHonxdN0us3zNHpE1L8XY7f+apXx/YSm0YkhftkLvge6606SooK9ncJPhFiMWr60BhtL61Xmf3IwXpOQph2lNX3QWW+Vd3o1K/f2KKzH16hdQUD6FRX9Kk9lQ26691cn8zV6vbviZyBiuAKAADABwwGg7yS/vbxTr23udTf5fidrwKNJpdHlfUOWQ5xihkQSILM/f/t1ZSMaEUEW7q1TTeyn2+321Js03mPrtLDS3f7uxT0M85Wj25+aYPPDhPprAcWCK4AAAB85otdlfpwa5m/ywgIvoyZaptcmpgW3eOG7wCObFRyhHISwrR+f12nfXoOJTkqWBv31/VeYX3ojfX0G0T3/OOTndrqw95ubFvtHMEVAACAj5wwOlGTM6L9XUaA8G3KtLagVlMzYjQhLcqn8wK+ZOhHmyfDrSZNSo/WjKxYTUyL0o6yeu2pbOz2PBkxIRoob7X3VDaqvAtbIwFJWrG7So9/sdencwbwwZx+RXAFAADgI2kxoXqDHldteuH9+9qCWtU2OTV2SKSmDY3RsER6XyHA9JPcKjbUosz4MG0srNPqfTXaVHTkU886Exls1qaiOt8W52crdlf5uwT0Ey+u3u/zOd0kV50iuAIAAPAhe0urortwsuBA11vv3wtrmrWtxK61+bVdOsER6EsNLa3+LqFL4sKt2lZy9NubRiZHyNE6sN5o//3jnaqoZ9UVjmxPRYPP52SrYOcIrgAAAHxocW659vZgu81A09v9qEwGaV8V/5/9jbdYHRXVNvm7hC7x1aKOdQW1GjskUokRQb6ZMACU2Fp07bNr1ex0a3dFg/760Q6d88gK/eOTnf4uDQHE7fH2yt9BHlZcdcrs7wIAAAAGkoeX7u7S8fEDXW//1DjYYlJVg7NX74Ej6yc74/qMvaVVo5IjtKOs3t+lHJ6PkmWPV9pWYte0zJhuNXQPdJuKbDr74RUqrmtWg6NtFd3C0Ul+rgqBZFuJTY5Wj8/nZcVV51hxBQAA4CMej1fFdc1qcvrmWOz+zNDLS67SY0N7dX6gpwbjcfabiuqUEjVwVl1J0s7y+vbQSpI2Fdb5rxgEFHuLSzf9b0OvzN3qHnzfP7qCFVcAAAA+Utfs0vULcrRhf62GRIXIaDRow/5a1be0qriu2d/l9anhieH6el9Nr80fFUJ/KwSm3RUNykkI69EJff2Vy+1Vqc2h7IQwxYcHqaGlVXnl9XINoBCPlbT41sOf7VZ+de9sC6Y5e+cIrgAAAHwkNsyqk8cm6bJZmYoMMavF6dHHuWUKMhn16roifTmITqvKq+jdrVIut++3aKD7eIvVuehQq6TBE1x9a29lY3uPv2CLUaNSIhVsMarM3qLCmv4d3u8oq1dNo1OxYVZ/lwI/8nq9enltYa/N7/bwd1tnCK4AAAB8KDEiWNP/tLjDNZPRoAumpunEMYnaWmxXQkSQyu0tKrcPnJ4w3+dq9cpoaOuB0xsKa/v3m2AMbMYAb/7VF+W1uDzaUmxr/zg+3Kqh8WEqrG5SeT/sh+Vs9ejhpbt15+lj5PV6lV/dpPAgsxIGUGN6HFlBdZPqmly9Nj8/k+kcwRUAAIAPhQWZDrrm9nj10prvfkJbamvRqOTwAR1cOd2eXg2uTIGeDGBQC/Q/nTF+WDVU1eBUVYNTVrNRM7NitbO8vlcDgN7w7Mp8VTc4tG5/rQprmhUTatHzV8/UuNQof5eGPpJbau/V+Vlx1TmCKwAAAB9qcXXtH507yho0JiWy1/8R3FXJkcHKiAvRt+01vN6DDx47XOsNrzp/s762oNZXJXaQERuqMhs9ZxCYAnUL5YS0KJXZWrS6F/vPHYmz1dPe/y7UalJqdIjMJoMigi1qdLRqe6m91wLvo9Xq8eqtjSXtH9c2ufTPJXn69+XT/FgV+lKLq3cPX2HFVecIrgAAAHzI0dr1f9SGWg9endUXMuNClRQZLIfLrWaXW81Otwprm33efDg2zKKkiKBe2RZU2+T0+ZzoPpPBoMw4Tng8kEFSkDmwDm8Pt5qUkxiuTUW2Iw/uQ01Ot/IqGjpciw+3yuPxqqafrMa6dEaGv0tAH+rtg0E4BKBzBFcAAAA+1J2jrPf24aljE9KiZDEata+6UQXVTSropRORDlTT6FJiRJBGJYdrR1nDkZ/QRQnhQTIG/GaswcHt9fTJn6X+JjoksBp4jx4SqTX5vbP60deqGpzKjA3tF8HVqOQIHTsywd9loI/Ut7j0p/e39+o9Ai30DhT8XwEAAPChqNCu/zS2psmpnISwXqslPtyqaZkxGhoXqs1FNq3bX6uaxr5dqVRR79DO8gZNTPddD5iMuFDtLO/dUwvRRV4CxO8blRyhLcV1/i6jXVp0iDYH2EqrI6lrdmlGVowiOukZGEh2lNXrN29tlb0l8EM2HL23N5Zob1Xv/sBpdEpkr87fX7HiCgAAwIcigsyymoxydrFRRVx4kPYcYuWVxWTQpPRouT1e1TW5ZDC0XQsPsqil1a2txW39sUKsJmXFhSk82CyPx6smp1tVDQ5V1DtU1eD/LXVer5RX3qAQi1HNXewBdjjVDQdvPcxJCFNdk0vVfRzMAQcanxqlXeV2dWPhZa+LCrWoqK5/ncJpa3Zp9b5aDY0LVb0jsFf0vfj1fi3OLdfvzxyrU8Yly/D95oAYEL7Mq9IDi3f1+n1eW1ek4Unhigzu3S2J/Y3B6z1cm82+Z7fbFRUVJZvN9v/Zu+/wuM4ybeD3OdP7jHovtmzJvbfESZzEiVNJcQqBUEMPLCG7wGZhaQuEJfSPhAU2S8JmISwsHUJIh1Q57r1KVq+jKZpezveHbNmyuubMnDMz9++6fNmaOfOeR6OjsebW+z4v7HamjURERJR9Nn71uRn3qdCKwIpqFzSicCZ0isMfjqPIakCvP4wuz8TjiAJQW2hBIplEmzs73pTWFJhkqXVdnWvMsqcyhxHJpASNCBh1WrSk+TfidM76ugI0tyrX6FtNDFoRSUlCTE2pFYAqlwkdQ9nxGnEhjShAFKC653QyVzaV4Is3LUGVi33fcsn/7mjHp/5vX8bOV1doxu1rq7G43I7Lm0oydt5Mm032w6WCRERERDJKJCUEIvEZHx9PAjtPD6G5xY03Tw/hULcf7UMh7G73TBpaAUBSAloGAlkTWhVY9LLVeqTbh/X1BQCA1TVOBCJx9Pkj6PZGUGwzyHIOmhlJtfvnZV4knsTSSvmWxMrFF45hVbVT6TLmxGrQZk1oBQDPHenDVd/6G378t1OIc3u4nDAwHMFnf3sgo+dsHQzioaeP4onXT2f0vGrG4IqIiIhIRt3eEPyzCK7yRX2RfL28/JEEmlvcqHaZsKvNA3/43PPd6+WOTJkksEn+GG2DQThM6urG4gvFcbTHB50m+75W86boAVhdYMLSSgeWVjrQVGbLYFVTC8US+MqfD+Mt338F+zo8SpdDKdKJM1/6L7dPXdOkyHnViMEVERERkYzsad4qO1t5gvL3nmqfYPnTaXeQs64yKntmw2TCYCAKnUbEujqX0qWMEYwlYdKpu9H5RHSigLpCMwosY3dpNOlEBCIJHOj04kCnF0d6/FhYakVNgUmhSsc71O3DLY+8im/+9Siicc6+ykYn+4fx0Z/vUuz8nHF1DoMrIiIiIhn1zbC3VT5ZUmGftAF9OtQWsL9MpjC2Gm9gOIodrUOqCq+WVzrgC2ffTNDm1iG0DgbhvOAXAsurnON2SD3WO4wuTxgb6gtUM7sskZTw/54/gR++dFLpUmgakiSNBox/3t+Nh184gVdPDODvxwcUq6nCqZ4gVmnqmsdKRERElOUmmgWU7zL9FrJlIACbQcslm6SopIpSPZ02e+crVLlMOHXehgtTbQgQT0p4o8WNCocRWo2gmh6Ah3t8SpdA03js1VZ8+5ljaCqzI5pIYm+HZ1xgmmm9/EXYqOx9BSMiIiJSoWzdvStd6grNONCV2Tdtg4EoFlWop+cNEc3dUCAK+5m+YWtqXWhudUOaJhQssRvRqaLX4iM9fqVLoCkEInF8/S9H4QvH0dzqhkYUIEnAUDCmaF2PvdqKbzx9FDd9/2U8tb9b0VqUxuCKiIiISEYdQ0GlS1AVpfpNNbcMZe1OakRym81Op2oTiCZgM+iwvq5gRr2iVtc4sbfdAzVtRtg6EEA4llC6DJrEXw/1IHTe10cjqGOpKQB8/4UT2NvhxS/ebFe6FEVxqSARERGRjDjj6hy9VsThbuWWyASi6XuzXltghsXAH6V1Gv4ePBvEFNoVTS6dnhA6PdO/ti4ut2FXmyf9Bc1SUgJO9QewuMKudCmqI0kSDnf74QlGEY4nIEkYnVEnnXfM2I/P3i+d2dlUuuD28ceNPefY4/53R8fYotSTW406mOGZy2rD/22JiIiIZMTg6py6QjOO9Q4rdn6LPn0/6jrNOuzt8KZt/GyxrJJvxLOB3Zj7u50atKLiS7umcrzPz+DqPJIk4fkjfXjo6aMpLaUUBEy7dHQ69UWW1AbIgMbS/F7+zl+REBEREcmok0sFRznN+ukPSqP2oaBiSxXzhaDGqQk0TjAPlqmtrHai26veZtYn+5QL8dUmEInj3p/twj2Pv5lSaFViM6QcWtmNWgz4x143UqqDpsGRHj/++/XTSpehGAZXRERERDIJxxIYGI5Of2AesBm1ONDhUbSGgeEoRACrapxYypkOlMf6/RGlS0grjSjgUJe6Z0Ce6GdwBQDt7iC2/+BV/Hl/T8pj+UKpz7BrKrPBHxkb7KppR9CzBoYjiGf5kt9UMLgiIiIikolWFKCinq6KaiqzIRhT/ofsXn8Eu9s8aBkIoMAy9+VSi8vtaCqzwqHw9uhEc9FQov6lUKlYWGodFz6ozQnOuMLpwQDu/OFrsu2yqNOmHmdE4+NTqkRS+f+7zqp0miAKwD9dvRDvubhe6XIUwx5XRERERDLRakSYdBoEo+p+A5VuC0ut2NE6pHQZYwSiCSyqsMMdmFtdOo2AvR3DWF/nQrPKPjdFMajNCs0tQ1hfX4A97Z4Z7cyXbbKhh1fLQADxRBLaPN3Q4PRgAHf96HV0ybic02XWwx9ObRMOrXb8i1hMBVtSXru0DO/YWIuLGooQiSegz9Pr5iwGV0REREQyGY7E8z60AoC4Cn7on0hkij4/FU4jSm1GBGMJiMJIHuOPxFFg0SMaT8J35s3R7jZPVjTyJbpQc4sbDpMWyysdONjtQyiHXqu6ZrDjoNJiCQmn3UHML7YqXUrGpSO0AoCgHDvHTvDfVTr+D3OZdYgnJPgjk9e8oMSKd11Uh9aBAD5yeQMKLCN9Ig1ajez1ZBsGV0REREQyieXgTIbZaiy14WivPMtA5Hakxw+9VkQ0nsTaWhc0ooBoIglfKAZ/OI7d7Z5xj2l3j31DHEtK6PeF4TDl9w5PlJ28oTjePD2EFdUOHOsdzonwqsJhRHuW7OZ6om8474Krfn8kLaEVMNLHsKHEOudlmDqNAHdgfF/KSFze7wuNKODT1zTh3/54CACg14qYX2zFqhonti4qwRd+fwidnhDedVEd7t5YK+u5c0V+zzcjIiIikpFBJ+Z9jyuHWb1LdmIJCfOLLVhX58Kbp4fwRosbu9s8ONkfQN8smlcPRxOq3HVKCXl+uWetve1exONJrKtzQafJ7q9ilcusdAkzlm99rro8Idz7P7vSElqdZdbPbTZSkVWPeUUWnBoIjLsvLPMvob5x+3LcsroSK2ucAIBrlpThkbetxhunBlFmN+GezfV46LbleNv6GlnPm0s444qIiIhIJn850JPy1tzZTu2BzuFudc4GI8q0WFLCjtYhrKp2YE+HN2tfuwJyLBfLkHwJrsKxBB558ST+46WTae+pFpnlJiAVTiOqXWYc6fHhaO/EX4/wFMvK56LUbkSvN4K6QguOdPuxvMqBX+5shzsQxc7TbrzrojpZz5eLGFwRERERyaR1gt/c5pudZ5YhQQL2dqh7e3qSQXZP1iEAu9u92FBfgDda3EqXMmtmvQZHe3xKlzFj+RJcPfT0UTz6cktGzpWYZeJaajdOe63LuYS2psCMDfWF0IgCPnVNE957cR0GhqPQagSsry/AlsYS2c6VyxhcEREREclkcIJeGfkmKY0sQxIEoMRmmNUSPMo+ApOrnHCg04uaAjPa3EGlS5mVhaU27JmgN51anewfRjIpQRRz8/tGkiR886/HMhZaLSy14tgks6YmE5iiOfpZkXgSojDy/1mq7t5YA82Zr3frQADRRBIb5hWmPnCeYY8rIiIiIpkMBRlcnVVmN8IdYGiV87J0eRmNFYgm0OcLY31dQVb1vNJkWQAUjCbQ7UtfvyelffvZ4/j+Cycydj67afY9FQdm+MuUufbOutDicsfov1dUO7GurkCWcfMNgysiIiIimXiCMaVLUA2jTgNuspgHsis3oCmE40k0t7rhMOmw6kwTabXrTWPT73Q5rtJdV1P1xOun8b3njmf0nJFZ9qKqLzLDPcP/p0261BenXb+8HBfN5+wqOXCpIBEREZFMQjI3dM1mJp08v60moswaGI5iYDiK9fUuNLcMKV3OpAxaEZ2ekNJlzNqJvuGc62vU6QnhwT8fzvh5TfrZxRlFVgNaBma2HNaom90cn2uXluFwtw+BaALfuXMlzHoNVlQ5c3ZZaKYxuCIiIiKSSXiWuxvlMquRP2bmA4FrBXNWc8sQLHoNAjI2qpZTlcuEk/3ZtyHGyf7ca9D+5T8eUuQ6ScyiCZUgAF2zCDoNswiullTY8fGtC9DhDqHYZsCKaueMH0szw58oiIiIiGQy22ULuWxwmP2t8gNnE+Sy2kIzDnWrc2mb06wHkH3B1fFZNhNXux2tbjx1oEeRc4dn8X/uojI7DnXPfAdKvWbqWcM3LC/H1UvK8H87O7B1UQkaS21oKrPPeHyaHQZXRERERDKZzQ/RuS7CBlf5gblVTpvtUqxMyrbG7Gcd7xuGJEkQhOys/3zJpIQv//GQYuef6TWgEYVZ//+snWKTgptWVuA7d66EIAh4y4oKxBLJnPh6qhmbsxMRERHJoNMTwsAwdxWkPMOVgjlNq+JwKBiJK13CnHhDMfTnyIzUP+zrwt4Or2Lnn2kvxcXlNpwamN3svKmu/fdeXD8mqNJpGKukm3ojdCIiIqIs8osd7YgmOMuI8ox6cw3Kcdk8w/VE3zBKbMaMnzcUTeDnzW144o3TcAeiCEUTSEoSBAiAAIgCIECAMPIhBGH8v0VBQFKSkExKCCrc/ywST2JDfQHeaHFPeZx2DsHSVLO53EH+kirTGFwRERERyeBphXp8qBXzjPzAr/PEKpxGmPUaNJXZlC4FwEhj6pmSpHPH67XqnUkSn0VjbjXRigIaSzN7XYRjI4HVIy+eRL9/otle2flc7mn3wKKfftbVib7Z9xUTJnl1+/CW+bg8x3aFzAYMroiIiIhSNBSIIp7kbCsiGlHpNOHvxweULiNlSyvVG01ma3B15aISFFoNGT3nF/9wCD9vbsvoOTNFM0UvKgDQaQT4w3NZVjr++rq8sRj/eNXCOYxFqVJvhE5ERESUJd5occM3px+MiSgXeUMxpUuQxdEePxaWWpUuY0LxLF2afee66oyf823razJ+zkzRClNHGk6Tfk7jXpiLNpXZ8P/etnpOyw4pdXzWiYiIiFIgSRI++9v9kyy/yF/cYSk/8Ks8sZk2jVa7WEKCJ6jOEE4rZt9b2RKbAZcuKM74eZdVObCo3J7x82bCVLv/AUChdW7B1d4OD+oKzaMf37d1AawGLlhTSvZ9txMRERGpyOnBIHcTpLyVnYu10m8oGEOpLbPLwdKl0pn5JuIzYTVmX4iwfU2VYjN2HKbse75mYrqn027UzWncWEIavcaKbQZcuah0TuOQPBhcEREREaXgzdNDSpegShIjjbwwWQPjfNfmDqK2yKJ0GbLQa9U5eywbZ7XdvqZKsXNH4tm5tHI6mmmWCqYSr7cOBGEzavHei+uh4xJBRfHZJyIiIkrBztNTb8Odrxhn5AsGlJNJJHLjuVHrZ5FtQcLSSjvmFSvXL2xNjUuxc6eTRpz6f5tgNDHnsYcjcbxlRQU+vGX+nMcgeeTmfEEiIiKiDEgmpZzYOYxormwmHdbXFaRlbAkSMt4qTQL6hyNoGQimPFSbO/Ux1EGl0VWWpeMLS2yKnv+65eV4ckc7hiO5tZHIVMGVWa9B62AgpfHX1OZm4JdtGFwRERERzdGbp4fQMRRSugwixfjDcezMseWyWhFYX1+A5pa5z6YssxvR4wvLWJVygpG5z1hJp2zbVbCpXNnganWNC/9wZQO++ucjitYhN3GK4KqpzIZdbZ6Uxr9oflFKjyd5MLgiIiIimqPmlkGlS1CtnN9UMOc/wfwVTwLNLW40ldmg14ro8YZRW2jGUDAKTzCGaCKJZEJCsd2IYqsBza3jA67aQnPOBFfH+/ww6TUIpbDkKh3CsSwLrsqU3dXPHYjid3u6FK0hHQzayZeMznXnyRVVDgwMR1DuMKLMoc7NCfINgysiIiKiOZqvYL8SIkqvIz3+0X/3+SPj7h8eCKBlIIDGUht0WgEHu3yQzqyqO9zjy1SZaReJS1hf55gwoFOSPxxTuoRZUWrGVSIp4Xd7OvHQ00fR7c2NMPV84VgCC0qsiCWSiMaTiJz5E4olsK/Tg0KLHoOBme38KwjAymondp+ZpeUNxRGNJ6GfIhyjzGBwRURERDRH25aUYV6xBaf6U+uhkZNU2haH5MV5Z8DR3pGAq8RmQF2hBc2tbjSW2rCjNXeWUDa3urGw1Aq7UYddbUNIquD72xPMnuCqqcyGEltmZ+4kkxL+fKAb3332OI73DWf03JlkMWixr8M78Z2ShBDiKDDroNOI0GtF6DQjf7SakR0JNaIAUQREQcDgcHQ0tAJGmrP/amcHtjQWo8JpyswnRBNicEVEREQ0R6Io4JaVlfjmM8eULkV1BEYalGf6/BH0+SNYV+fCkR4/9BoB0RzZWRAAjvWOhB+rqh3Y3T5JUJBB/kgcOo2AWBY8x++7ZF7GzpVMSnj6YA+++9zxMbMGc5VRp5n0voQEBGNJBFNYVvrFPxxEINKI91+aua8hjcfgioiIiCgF1QVmpUsgIhXZdXoIK2tciMQSONCVO0sGz9rd7kWp3QBvKIakBEiShERSUmQWVqFFjx7f+GWcaiEKwFduWYbb1lSl/VySJOGFI334+tNH8yKwOqvbm74NUi5ZUIQv37wUtYWWtJ2DZobBFREREVEKcm1rcbmofw4EUXokJGDn6SGU2Y3QiQJialhXJ7OaAvOkSyEFjAQ2oiBAuOBvUQAEURj5NwCcuU0URuZoCgIgnD0OwpmPARECcP59wsiZglF1v/4+eOsy3LmuJq3nkCQJzx7uw3eePQa9Vsyr0KrIqke7Oz3BlVEn4is3L0NNIX85pQYMroiIiIhSoLadttSCm+5RvuvxhbGiyoG9k/XfyWI7Woewvt6F5pbx4ZWEkfAucbZTfZpibJ1GQELFoeCHt8xPa2iVSEp46Vgfvv3McezvHLnGVtc403Y+NaottGBgeGaN12frywytVIXBFREREVEK7Cb+OEX5iwHl1AzayfvvZLvmliEsr3JM3hg7zapdZpwaUN/GGIvK7XjotuVYWumQddw+fxh72jw41R/AS8f6sa/Dg0C+/+IkTbllpdOEixsK0zM4zQl/0iIiIiJKwaJyu9IlEClGUu+EF1VI5PgTFEskIQpQpL+Vy6IDBjJ/3ul84/blWFKRWmgVjiVwoNOL3W0e7Gkf+dPpGVkSt76+AM0tbjlKzXotg+kJLjs9IWx68Hk0ldnwuRsX46L5RWk5D80cgysiIiKiFDSV2aHXiojG575rUS4SOBUnL/DLPLXjvX7Fgp1MONztx6JyG7o8YXhDsYyeWyOq7+IrthmwOIVfZiSTEn7W3IavPXVk0v6J6vuslVFTYEabO5jWcxzp8eOTv9yHFz+5BTqNmNZz0dT47BMRERGlQK8VM7JjFBFlH184jrW1BUqXkVaHu/2ocpkyft5ARH3L5IqshjmH9q0DAbztP1/HZ397gJt+zECJzZCR83R6Qvjz/u4xt/3fzg7s6/Bk5Pw0gjOuiIiIiFL0r9cvxqn+YQwOR1W8m56ETP6u3mnWQiNOvoX4XCqRJMg3xUeSUhqKsx5GqPd6V489HR6U2Azo80eULiVt2tK0ZGsqPd5wxs85nUhs9mFaIinhJ6+04Bt/PYpwLLWZu5F4EgtKzr3uTvT9OZPVqxMdM5vvdWmak/R4wwinOEs5FEugwKyDQSfCoNVArxWh04jQigKMOg1iiSSE83erBIAzO1UCIzP2IvHk6P2Dw9FJe6a1Doyd2bWlsRiPvtwCh0mH2sLJ/58j+TC4IiIiIkqRSa/BRfOL8K1njildyqRK7Qb0+nL3jXNtgRmn07xs5Hwrq+VtvJytGOBNLxpPoq7QnNPBldOshz8Sytj57CYtBgPp2U0uFQlJQudQEJWume1Gd6zXj0/9ah/2tHtkOf/BLp8s46RbQ4kVJ/uGUwq+dRoR7uDcl6euq3Nh5+lzu2JuqC+YNLj63zfbcfWS0tGeloVWA+5cV40v/+kwfvzOtXOugWaOSwWJiIiIZBCIcmkHEU0slOJMGrUrtRszer5KR+aXJk6nodgCXyiGb87gFxixRBLfe+44rv/e32ULrbLJib5hrKxxojSF5X7aFHucXfjoLs/kwWunJ4S/Huwdc1ttoQUNJdaUaqCZY3BFREREJINjPX6lSyAildrf6U3pTbqa2Qwa9Pgyu2zPalTXwqEVVQ50eEIYCsbw612d+MLvDyIUnXjZ4P4OL278fy/jW88cQyyRv4ttd7d5UOace+AppphkXPjM2006uMy6SY9/9nAvPMGRWX6SJOG5w734w94u+MOZ3ZQgX6nrO56IiIgoS33m+sX42/G/IZGr24cRUUqcZh16c3C54KJyB5pb3Wk/z6pqB3a3ewEAO1qHpjl67i6eXwhPKAqtKEIUBWgEAeKZRkhnZ+kkJQlJaaQ/VTyRxL5O75i+UI+92oqXjvXjKzcvxUUNRQCAcCyB7z53HD/62yn+P3FGKsvXBZkXKi+vcmJxuR3BWAJ/2neuGXul04RQLIH9nV5c8u8v4KKGQhzu9o/uaBiKJWAzTh54kTwYXBERERHJoKHEik3zCvHyiQGlSyEiFcrF2TWigNE38OmXmY5q/kgcB7tSn0HbMhDA2/7zDVS5TBAFAf5wDEMp9GTKRakEeDNpMj/l4y/4+NbVlbDoNfjC7w+N3rai2on/fOdafOpXe/HC0X6YDRo4TDp84NJ5WFHlRE2hGXaVzf7LVXyWiYiIiGSyvr6AwRURTciWY29wtSKwonpsg+u0ytBOAKkGIhfqGMpc0/ps0++PoNplQvscnqOElFrfuAsvJ7tRi5+80gpBACx6DbYuLsXXbl0Ok14Dm1GH915cj49e0YACiz6l89Lc5NarJxEREZGCllVypzml5N5cFso1R3r8MOtEBLO8UbtWHHmt6x+OZi60AjL2TS7x1SSjLAYtLHoNApP0BJuMnDMYTToNTg8GEYkn8YFL5+HihiIYdZrR+7/71pUQBO6hqiQ2ZyciIiKSSYVTfTtd5Qu+p1AGn/aZi8STWFblVLqMOREFYH29C8sqHTDrtdjd7s34TCJ+j+emIz1+JCVgXZ0Ls9koMBpPccbVeRfUjSvKcfWSMnz7zpW4clHpmNDqWK8flz30In6/t2vcGEn2KssYzrgiIiIiksnAcO41XiYiWlvrQnNLBmdXTSBTEYHcSwVpeqFYAj2+MDbNK8QbLW7EZxAIReYQXBVY9Fha6UCx1QBRAJZXOnDJwmJsmlc44fHeUAyPv9qK915ch6UV9jH3DQxH8OrJQbxlRcWs66DZY3BFREREJJPdbcq+sSPKPE6DmY2WgYDSJcyJGpqK80rLXTaDFt5QDK+4B1FXaIYoCDh1wfeKIIwNFR2m8Tv5ra5x4uKGIvjDcRh1Gph0Giwqt2FNrQuDgSgaiq0QZzGty2HS4Su3LBt3e8tAAN/861EsviDMovRhcEVEREQkk11tHqVLICIViyclWPUaDM+yn4/SXHnUkFrilKuMW1RhR3OLGwDQOhg8szS1ALvbhkZ7Wd24vGJ0uZ7VoB0zBW9esQV3rK3G3RtrR+6bQKHVIFu99UUWfP9tq2Ubj6bH4IqIiIhIJl0e7h5F+YWNrGfHHYhiUbkNh7v9SpcyK3vahuA06+BRwcyrdOMVnVnlDiMOd/vG3JaUgOYWN6pdJpj0GhzrHYZGFKARBdQVmuEPx7Gnw4MyuxH3X70Q21dXQTPJTKp+fwQvn+jHzSsr2WA9izG4IiIiIpKJQct9byi/8H3g7Jl12fcWLJqQsLjQgj1Bj2I1CBlaLMgJV5lTZNVDpxHgD8cnvL/9zAYA6+sKEIoloNMIGI7EEU8k8alrGvHei+vHNFK/0N52Dx5/rRWfv2EJ/rS/GwatBma9BsuqHLAbxy81JPXKvldNIiIiIpXiBkP5o20wiHKHUZaxCq16DA5HZRkr09oHQ3N+Hi4MvQxaTdb2gJoNMUvz7eHIxOFC5mTmBZYv45lTW2DBzhn0hmxudWProhKEY0mY9RL+5/0bsajcjkAkDkmSEE0k8cKRfvR4QwjGEujzRdA6GEA0nsT9Vy3ETQ+/jMHhKD60ZT7ee3E9TPrJwy5SJwZXRERERDJwB6I42OVVugzKEHcwBkCeZVN6rYBub1iWsbLZwlKr0iVkRKZmDsmpxGbAib5hZYvI1NPGKVcZk5zFc201aGHUifiPu9fghaN9+NSv9uFojx92kxaReHLCWVsLS6341K/24Zql5fjApfNQkEe92nINgysiIiIiGTx9sIczrohSkH1xzlxl3wtFXaEZff6IwlVk5gpJZuQsBAD6GS6vN+k0cJl1uG/rQvzz/+1DlzeEcGzkKzUwyWzV2kIz7lxXg7s31sCg5QyrbMfgioiIiChF0XgSrYO5v8SJiFIXTWRXcFViM2B/p2/6A3OE2idcqby8GWsqs+GNMzsJTufdF9UimpDwtaeOTHlckVWPO9ZW44611agtNLMZew5hcEVERESUopeO9eOnr55Wuowpqf3NWKr49oSyhU6TPVerSSfCZtSqYLZVBqn8xVLIkejKNEVT9fO9b3M9Lmkoxt3/9QbmFVtwqv/cL4kseg1W1big1Qi4bU0Vrl5cNuNZXJRdGFwRERERpeiVEwMIxRJKlzEl/uKZSB12t3lwSUMRIokEIAkjqetoFiGN/vNsfnLeXZDO3i+N3C6dOVA6777Rx5297eyx0tT/TkKCUavB8TO9rJrKbOj1hXGyXx2zSTPW4ipD55mLDfUFOZPSz+T/zIvmF+KpAz1YXGHHF9+yBCa9Foe7fSixGbCuvgDLKh3QaRhU5QMGV0REREQpkCQJzx3pVboMIsoS8aSEcDyBHa3T76aWaWV2I0psBvT5I9BpBAwF5dmAIJuouVehBEBQcX2zcaTHj7W1Lrx5evLvgxVVDnxkSwM2LyjKYGWkRowniYiIiFIgCAIG/BM3hyUimsgplcxiulCPLwytKECnEaAR8/OtoqTipYLByPid87LZwS4frIbJlwz+7fgATvYP43d7OpFQc6JIaccZV0REREQpKrUb0DoYVLoMIsoSg4EoCsw6uFU4o6nLG8a6OheO9viVLkURao5HEioO1eYiFEugyKqHIAjwh8eHcge7fPj87w8CABaW2rCo3J7pEkkl8jNGJyIiIpJRY5lN6RKIKMvUFllg0c+sQXWmiYIA3wRBQj5QczZkN+pUHazNxcBwFAtKrNMep/Y+kpReKQVXX/va1yAIAu67777R28LhMO69914UFhbCarVi+/bt6O1l3wciIiLKXfdsngejjr8PpLlR8xtlSp/dbR7UFVmULmNCwypckpapDSbUvFRwOBLPld7sY+xq82BFtWPS+7WiMKNwi3LXnH/C2rFjB374wx9i+fLlY27/xCc+gT/84Q/45S9/iZdeegldXV249dZbUy6UiIiISK3W1xfgx+9cy224iVKg3rggfQ52+eAwqa97SyyRVLqEcTJ1faj1OrToz+34mIu0U/RUW1LpgM2oy2A1pDZz+ulqeHgYb3/72/HjH/8YLpdr9Hav14tHH30U3/rWt3DFFVdgzZo1+MlPfoJXX30Vr7/++oRjRSIR+Hy+MX+IiIiIss0lC4rx79uXKV0GUdYScnIuyfQWlKpvqbFOo74QPlNXR1KlM66aym2IxtUXKKbKZtRiZbUTO6fYXXAhZ1vlvTnF+/feey+uv/56bN26FV/+8pdHb9+5cydisRi2bt06eltTUxNqamrw2muvYePGjePGevDBB/HFL35xLmUQERERqcrNKyvx9IFe/OVgj9KlEGWdcocRTnN+zaqQAGgEAfOKzDg1oJ4NHtTaeysj1JlbIZKDoVWZ3QhBkLCn3TPpMaIANLEpe96bdXD15JNPYteuXdixY8e4+3p6eqDX6+F0OsfcXlpaip6eiX+Ae+CBB3D//fePfuzz+VBdXT3bsoiIiIgUJwgCvnzLUjS3uuEORJUuhyirdHvDONqbnzvZ6TQC1tS6ppx1kklJlYY3maDGT91u0uJwd259b1j0GqypdeFP+7unPG5DfSFWVjszUxSp1qyCq/b2dnz84x/HM888A6PRKEsBBoMBBoNBlrGIiIiIlFZkNeCBa5vwyV/tU7oUIsoSsYSEnaeHUFdoxnAkjmA0gWBUuV3Uujwhxc6tNDUuFWwotmJXmweAOoO1mVhR5YBOIyIYTeDihiL0+cP4476pQysAWF7tQIFFn4EKSc1mtXh5586d6Ovrw+rVq6HVaqHVavHSSy/he9/7HrRaLUpLSxGNRuHxeMY8rre3F2VlZXLWTURERKRab1lZAbtRfQ2XiVQtP1tcjdE6GMTAcBR1hcruNtjlDaOxND/7Cqkwt4Jw3paK2fhtsr7ehb0dXuzr8GJJhR0//vsp/G5PFxIzmNq3pNyOapcpA1WSms3qJ6orr7wS+/fvH3Pbe97zHjQ1NeHTn/40qqurodPp8Nxzz2H79u0AgKNHj6KtrQ2bNm2Sr2oiIiIiFTNoNVhV48JLx/qVLoWIsszaWhfeVMGSweFoAlaDBsMR5WZ+KUGNwZU3FBv99/E+P+YXjw82JYwNtcrsRnR7w9OOLQgjDy61GzAciSOQhpl+p87shnjX+mo8uaN9xo8z6zWocJqgVeFmAZRZswqubDYbli5dOuY2i8WCwsLC0dvvuece3H///SgoKIDdbsfHPvYxbNq0acLG7ERERES5akWVg8EV0Sxk40wSuc0rsqgitAKAzqEQllbacbDTp4rlafm6q2BdoRmnBwOjH7sDMbgDsSkeMcJq1OLUQGDc7WV2AyLxJIaCI2Osry9AjzeMV0+5UWjRo67Igl5fGB1D8i0XLXcYoNMIWFblwOOvnZ7x4+5cW513GzbQxGSfw/7tb38boihi+/btiEQi2LZtGx555BG5T0NERESkak4ze3IQ0exYVbbE+ECnT0VN4zMTXakptiqy6pFISoglZl/VRPmbAKDUbkQ8KaGu0AJRAJpb3KP3DwaiGAxEsbzKgS5PKKUm/R+4dB7a3UE8daAHeo0GsYSETs/0M8DO2r66Cneuq0ZDiW3uRVDOSPmV8cUXXxzzsdFoxMMPP4yHH3441aGJiIiIslb/cETpEogoyxzt8aGhxIoTZ5ZWqcHO00NYV+fCjlZlwyspQ5GSpJIZV5VOIxJJoH2OM5/O/zxsBg0WlTuQkKQJQ0idRhgTju3r8KZ8HW5ZWIxIIokXj/bDoBtZ6ldmn/kGb5/c1ogyhzwbwlH242JRIiIiojTY3+FVugSirCJwrSAicQnu4Sgseo3SpYyxo3UIG+oLFK1ByNCMq1RmGaWqrtAMq0GDldVO+EJx9PhmPkPpQmdzK6NWRJnDhOZW94Shld2oRZndOC4kcs1hiV6RVY+rFpfiA5fOw+IKO147OYhoIgmdZuRrt7ttCB+7omHaceYVWxha0RgMroiIiIjSwMG+HEQ0B+5gFEsrHUqXMc4bLW4sKFFmp0GjVsSxPr8i586UYqsBg8NRDEcS2NPugT8ST2m8pCTBZtBgfokVx6eYOVVdYEb7UAjRWBLzis41fY8nJTSVzW6Z3ltWVOJfr1+MK5tKsOGrz+FHfzuFRFKCRhyJHZ7c0Y5LFxbjg5fOgzhJDnnbmio8/p71szov5T4GV0RERERpcOmCIqVLIMoqnHB1TqcnNDpLRU1iieSkgUM6uSw6eILTNySXgxJLBVfVOBFNJFMOq85nNeqg12pwsMs35XHmM7P73MEoerwhLKmwAxgJvo70+LGs0gHtNKlBbaEZb99Qg+1rKlFdYMJX/nwYkXhy9H7teRfNL99sxwPXLcL337Z63CxLjSjg41cuQHWBeRafKeUDBldEREREaXDpwmKlSyDKMuoLapTSMRRCU5kNRVZ1bfLQOhjE6lpXxs9b4chckKHESkFfKAZvSN5grrnFjcFAdNrjes9bjhiMJXGk24f1dQU4cGa5e8tAAInkZI8ecXowiI3zCrGkwoEubxj7LlgqL56XUJ3dzfC6ZeU48IVteOKeDSg/syzw7RtqGFrRhBhcEREREaVBucOESqdJ6TJGZao/DBHJY3+nT3W9rgAgGpsmxUiDWDIz59RrBMwrtmB9XQHW1rqwts4FTZqnmC2ttONkfyCt55jMmloX2txjm78nJKC51Y2zvdqHI3Gsqy+AzTD5tSgIwMef3A1/OIYCsx6XNxaPu/+sHu+5oMxi0GLzgiKsqnFCrxVx7+XT97+i/MTgioiIiChNCizqmS2hxPIeotlgc/bxEurY4G6M4/3DyPQqxv0dXpTaDWk/T6XLjL3tXjS3uvHm6SG82TqEldXOtJyr1Dby+Zj12rSMPx2nWYfjM+wb1tzihgQBDSUjPbDsxrE1G7QiHn33OtiMOuzr8GBB6djeWOfPuNrf6cXBrrEzsg52+fDui+pQOotdBym/MLgiIiIiShO7SZk3JBOxm3Qw6vijH1FWUWFwFYomsLauAIvL7VhV7cjI65wEoLbQMu1xqUpOsKXgztNDqC+S99zVBSZ4QjGsqnYq0lOr1G6Ay6yHLzTznlrDkTj6fBFctrBodGnfWeFYEuFoAuFYAg8+dQSPvdo65Vj/77kTo/+OxBP44KXz8c/XNM3qc6D8wp9eiIiIiNLkjrXVSpcw6kiPH3WFFph06lt6RETZ5Y0WNw51+7C73YtAJIG1ta60z+pMTBAqya3NHcTicvu4210y7xLrMukRiSdxaiCAHa1Dso49nQUlVgz4I2gZmP3yRF84jpeODcBp1qPENnYGXHWBGQatiN985CJcs6RszH0XZnN/OdiDvx/vBwAYtBq8bUMNRE4LpikwuCIiIiJKk5tWVuIfrlygdBmjjvT4UVtogkmFfXNSJXCdGeUgFU64GieRlLCv0wvjdFvPyXCedFtQakXPec3Kz9rV5sHKKieWVzlgM6Y2w6zSacS+zpGlcnI3ZJ/K6honFpfb0eUJpbwEtcxhRJ8/MuY2o04DQRDw0Z/vxu/3do25LznBrLJP/Wof3jg1mFohlDcYXBERERGl0X1XLsD1y8uVLmPUkZ5h1LjMo1ugE5GaZUN0BSwptyOY5qbtepmDsVXVDqytdWF+sQUrqhxYXG7Dsd5huCfZiW9Phwf7OryIJ5JYVzeys6JGFMb9IsCs12BFlQPFtol7chm0mX/tFQSgdSCAQ90+BKKJlMZaU+NC6wSztcodRoSiCXxi60JcdsGuuokJgqtubxi/eLM9pVoofzC4IiIiIkojURTwjdtWYH5x+vuzzNTRXj8qXSZV7lhG+YuT5rLXRMGEnIxaEbvb5F1SF01IePP0EE72B7C3w4tD3TNrVB6KJbGjdQhrap1wGHVIJpNYX+fC4nIb1tcXQKcRsLfDi7pC84SPD0Rm3ldKLiurnHAHU5/dtabWhaWVduzt8I67r9cXhkmvQUOJFd++cyXW1xWM3jdR7zAAuHpxaco1UX5gcEVERESUZia9Bt+8Y2Xat1WfjeO9w6hwMrwiFcmOyUUZlQ1PicOkw8HO8UGGnBaUWhGTeYvFVF+Nd572wB2MIhKX0Nw6hEPdfjS3uOE90/B8T5tnXHil1wiwGNLbzL7aZcKyyrF9uoaCE88im62PXDYfP3399JjbKp0mAECnJwQA+I+XTuLirz2PgcC5pYQTfe0MWhHPHe6TpS7KfQyuiIiIiDJgZbUTj75rLQoteqVLGXW8bxjlDiOsaX4jRTQj6sl1aRYWllpT7pk0Fateg7jM/a3W17lwqNsn65gXiiUlBKMJVLlMo7ctLnfg1Byaos9GmcOIw92+0dBsSYUdrYPBlMctsOjxt+P94xqtA8CqGieePzISQh3o9CIUS+BU/7nPM5YYv4w0Ek/ilzs7MDAcGXcf0YUYXBERERFlyJbGEvzvhzYpXcYYJ/oDKHMYYGN4RQoTmFyNk+YVeLIYTvPSt/piKw7PcBnfTCypsKO5dQgZ6PWOPn8E/nAMG+sLsKG+AKcGhtN+zh5fGPEk0DoYRKXThKM98gR084stqHCacNuaKvzjVQtHb+/0hLCmxoW/HuxFry+MKxeVjHtsy0AApXbDuD8b6gv4XU8zwuCKiIiIKIPmF1tHG/uqxYm+AErshpR3yyKi/GLSaXC8V75Q6UJVThP2p3kZYrp5Q3GcHAjgjRY3fOH0hnxral1od4dGP+70hBCXqWf+gU4fNKKAUDSBNbUubJxXgKYyGwDg8dda8Y9XL4QA4MblFXjLigoAQJndiHnFFsSTEnp9kXF/Pn1tEwqtEzexJzofgysiIiKiDPvqLctQMsmOU0o52R9AkdUAO8MrUkwWTC/KOHU/J1ajVrZg5EJral2ITLDEbK4qnUY0lFhxsCu9SwQnotNkZl6RR6ZeVhMJxRL48p8O40/7u/HZ3x7AI29fg8/duBhVLhNiCQmf/91BBKMJaDUivnfXKvziAxvxl/suQZVr4ib1RVa9qpbOk7oxuCIiIiLKsAWlNty8qlLpMsZpGQig0GqAw6RTuhTKQwK3FRxH7UsF+/0RrKxypmVsrSig3z+3/kfWCTadKLIacKIv/Uv1LlRsNaDbG077edbXFeBkf3r7ZwEju3+eGgjgoaePoK7Qgr9/6nL88WObsbLGiR///dTocRvmFQIA9nV4Jhzjv+/ZAI8MOx1SfmBwRURERKSAN1vdYz52mXX4+vbluOVMoFVfZMHmhqKM19UyEIDLrMvC8Erl7/BpWmoPaWhipwaGUeE0yj5udI5TuWoKTCi0GbCk4tzOejqNgCM96VvSOJV4MglNmkNZUQBO9GXm87Mbdbhncz1+vasTF33tedz+H6+h1xfGY+9ZD+0FO+daDVq8Y2PtuDGuXVqGoWAUSysdGamZsh+DKyIiIqIMC8cSKLUbodec+1FsWZUTd6yrxpduWoJ3barFzSsrcfWSUvzDFQ34/I2LceuqSlQXmKYYVT6tg0E4TTo4zdkUXnG2TrbjV3C8bAjzzvZtKrPLt/y50KLH8TnOjiq1G3F6MIhwLAGHaWTp88pqJyLpWtM4jaFgDGtq09vXcFmlA+4MzV7yhmL4v10duGnlSB+rN08P4Z7H38RrJwfxhbcsGXOsViNiS+PYZu1Osw6fvX4xjDoNNCK/62lm2MSAiIiISAHfu2sVXj4xgA/+dCeiiSQseg3a3UHc+oNX57w8Rk6n3UHUFJggYOSNF1Ha8T1s1uryhOEw6bC+rgDNF8wmnYtim2HcDCmdKCA2wVaAK6ockCRg35km7ofO9LA62R+A3ajFqhqn4g3ed50egsOkgzck/2up1aDNyFLE83mCMRzq9qGx1IajZ5rzf/iJnfinbY1456baMct+Q9EE7t5Yg9ODQext92DTvEJ0DIWwopqzrWjmOOOKiIiIKMOMOg10GhGXN5bgfz+0CRvqC9Dnj8Bp1qV9SclstLlDsBq1KLBk08wrIlKCNxRDc6sbK6sd0KfYjPzsUuUN9QVYXeNElcuEIpsBBRYd1tcXwKgdeRu7ttaFvR1e7Ov0Yn19AdbXuRCIJkbH8YXj2N3mQTimzGyrs2JJaXQHPrk1ltrQp8AvOw50+nBZYzGKz2w04o/E8fnfH8TPmtvGHLd5QRE+d8MS7GnzwBeO44511RAEwKAd34eMaDIMroiIiIgUtLLaiSc/sBHvvbgeGlHA5U3FSpc0Rrs7BLNeiwLu/kSUeerJsWdsT7sX80uso+HSXEiSBJdZh11tQ9jV5oEoCOj2huEOxNDc4kah1YD1dQV48/TQ6GOaW9xobh2aYlRlHe8bhj6F52Qiy6sc2Nmm3Of82Cut+OjlDWM+r4lmlT17uBf+SByVThMuW1CMdXUFmSyTcgCDKyIiIiKFCYKAjqEg/umXe/GRLQ2q2yK8YygEs06juroot2RhRpN22dDjaiKHu/2oLbRgrjlNPClhKBhDLDHyBLS5g2Pu7/SEZFmSmEnuQBSrqp2yjjk4HJV1vNmKJpL42lNHcOfa6tHbNtSPDaWGAlF85jf7AQB3rquGyL5WNAcMroiIiIhUQK8V0e4OobrAjPdurle6nHE6PCEYdRq4sqphOxEp5WivH6trZz+zxmbUYlebR/6CVGBfhwfzii2yjFXmMKLTE5JlrFSEYgnsaHXj8zcuxr2Xz8eKKueY+x99uQVDwRhEAbh9bZUyRVLWY3BFREREpAJGnQb7O7340d9O4rY16vzhvtMTgsOkg83A/X0oDVTU343k0TOHpuG5vNNcKJZErzcsS7+raDwBnUqeqyM9fvzklVZUOE04f5JgLJHET19rBQCU2Iwod2RmZ1zKPQyuiIiIiFSg5EyD26/++Qj++7XTuLKpZJpHKKN1MIhypxFGHX+MJLll6bq4NMrWpYJn9fsjmG22kkhKMOtzt3F3IJrAkR4/NjcUpjTOghLbhLssZtL5WXObO4iHnz8xZlfcPe0jDdnL7EZ8+tpGBSqkXMGfOIiIiIhU4JIFxaMN0L//wgk0t6i3f8ux3mE0FFuhS3HnMKLz8WrKPaFYAksrHDM6ViuObFZRYjMgeN7OgLlodY0Tu04Pje6eOB3DmWZh84stWFfnwob6AlX8HyEAuGF5+ejHXd4wvvPssdGPXzraD7Neg//94CbcskqdM4kpOzC4IiIiIlIBvVbEtUvLRj/2R+IKVjO9A10+LCl3zHo2BRHNnJQDs9BmspNeU5kNTrMee9o9ONkfyEBVyllfV4BdbR4EY0ksLLXO6DF1hRZUOo042R/AjtYhvNHiVsWVkZSA9qEQLj4ze2z76iosLreP3r/z9BAuXVCMmkKzUiVSjmCDAiIiIiKVKLMblS5hVvZ0eLCm1oWdp9W7BT1lE6aguahlYPogym7S4kiPPwPVKEcUgLV1rjEzpQ53+bCiyoG9HV4AIyHf8koHIvEkWgcCWFBqhVYj4s1WNxReFQgAWF7lwGULi1FsM+CZQ734+/EB7G334Ppl5di6qATvubgOSyvPzbDr9IRw1eJSBSumXMHgioiIiEglXGeWCmaTnaeHsK7OhR2tDK8oNYytxsv2HlcAYDZoMDhNdhWJJTNTjELKHUbYjFo0t4x9nRyOJrC3w4tVNU4kJQn9/gjePO8XAWrbXXFfhxf7OrzQa0V8alsjPnDpPDxzqBe/29OF5VUOWC7YuMNh0uHGFRUKVUu5hEsFiYiIiFRi++oqNJamvttUpu1oHcL6+tlve090vhzIaGSXC89JxXk7yRWYdah2mWA3arGs0oHlZ2bnnJrBrKxstb6+AO5AFMd6hyc9ZnebB3vbvejyzH4XRiVE40l8+U+H8Z6f7ECfL4LrlpXj78cH8M7/egPB6Lll7o+8fTWKz2w8QpQKBldEREREKmHSa/Dw21dn5Y5azS1urK9zKXZ+ztbJfvwa5qZ9HV6U2gxYVG7DvGIr2odC8IXj2N/pxb5OL1xmHSqdpukHykKVTiOaW9yIxHNzRlk8KeG5I7349DWNWFvrQrs7hFdODI7eX13A3lYkDy4VJCIiIlKRhhIrvnH7Cjz09NEZ9YZRk+bWIaytdY1Z6pIp1QWmlH+zL+FceHL+v9NNrxVR7sjNN+6zYdCK2MCZe2NoRQGvnByc/kAVC8UScJp1aB0IYkHJ+GbkQ8EYhoIxBSpLL5tRC702+34JMVuxhIR/+uU+fO+uVfjVzg5curBI6ZIoBzG4IiIiIlKZ65aV47pl5ejyhPAfL53ET187rXRJM7bz9BBWVjuxp92T0fO2uUNZF/SdVVtgxml3UOky0sqk0yAUSyhdRtYpyMK+dxPp9o4sgTNm4WzSuVpQYlVdj6p0efZwLy5dWIQbV1Tg/v/dC5tBi+VVTtyyqhKmPPqaU/owuCIiIiJSqQqnCf9y3SL8aV83BgNRpcuZEQnAgU4PllbacaDTp3Q5RKQmudC0axo1BSZoNWLehFZnfe53B8d8/OSOdug0Am5fW61QRZRL2OOKiIiISMWMOg0aJlheo2bxJHC814/Gssw1mpdyYfu1XMYGVnPCpy271BWaEYwmcKo/O2d/ym1fh1fpEihHMLgiIiIiUrFEUkLHUEjpMmYtEpfQ6Q5iXpFF6VKISCXcwZnNHF1QYsWCUiusBvUvM9OJApZXObCkwo7WwSAGhrNjdmwmPH+kj79UIFlwqSARERGRiv3sjdPo9GRfcAUAw9EEtMEoqlymrAzfiEge84stMOo0ONg1s+XDBRY93mhxo8RmQG2hBYmkhKQknfkbiCeTSCQkxJNn/iSSiJ35GwCMWg0MOhEGrQZ6rQidRoBWFKHVCNCIAjSCAEEARGFkTpuEkVmbkjTyy4LEmXFjiSRiiSSiiSQisSQisQRCsQQSEmDRiVhbV4AubxjeUAySBNQUmAGM1AgAyTNjSmdOkjwT4pz9u9xhgkYEovEkWgeDSEojj00mJSTOPDabdXpCONY7nNHZt5SbGFwRERERqdj3XzihdAkp8QRj0GtEFFn1aZ2JkO1v8Ihy0cJSKxJJCSdnuXTubADV54+gzx+Z9XljiTjm8LAZ04oCwgkJLx0fSGmcs6+JG+oLEIxOvHmBAEAjjoRsojASvIkCII4GcCO3CRi5TRQA4WwwB+HcbWfuFzBy30hwN3KGkftHbodwZlmWMDKmgJEHCyM3nVfXmQ+Ec3uwChi7I2t9kQXt7iCDK0oZgysiIiIiFdOK2d/Zoc8fQW2BCRGDFv5IPC3nYC8g9VpaYUcwlpjya3T+m125zDYsUaNIPIn5xepfbqsVBZwaCCCWGJsgF1oMcAejWFBindXX+OwuhGoVT8qblEfiyUnvkzDSN/DMvDBZz5tun79xCdpyfMdUygwGV0REREQqVuE0Zu1SwfOddofQWGpFy2AQ0SnepM2VlGVv6PKJTivi1AyXiMmlKUdmeAxH4kh4kgjF5P+ekdvaWhfePD005rZ4MomjPX6FKsoe/X51B3Vz9bu9nVhW6VC6DMoB2f8rPCIiIqIcdvXiMqVLkM3R3mEsKrOdWZ4iL8ZW6qXEbDghh6bgFVkNSpcwI7Hk+HCtZSD7Z72lU2OpDfOLLaqfYTZXj73SiqQkwR+OKV0KZTkGV0REREQqds/mely/rFzpMmSzt8OLNbUu2cdlcEW5ymHSKV3CjMQvWCbYVGZVqJLsoNeKGApGcbI/AJlXHipuRbUTWxeVIJpIwheK4UBnZmdcUu5hcEVERESkYqIo4Jt3rMCKqtxZbrGjdQgb6gvm/PgqlwnFtnOzUEx6Dfzh9PTOotQJuTT9SQFGnUbpEqa1ttY1bsdAo1ab1g0ZspXNONKtZ2W1c06N59Wm0mka83F9kQWra5z4z3etwwv/uAUSBAwGsv/zJGUxuCIiIiJSOaNOg2/duRJ6Te786PZGixvr6mY388pm0KKu0IyOoRD6/RGsPxN+La2wwxPkUhTVUmA2iZBD7frFdKytldG6uvG9rYDcWq4pB71WxMpqJ/zhOBaX23Ggw6N0SbLYOK9w9N8/fMcaPPqutfj8jUsAAHVFFty2ugqiIHC5IKWEzdmJiIiIssD8Yis+tGU+vvfccaVLkc2O1iGsrHZgT7t3Rsc3lFixu90z+nFzixtra1040Dmzx5NScmwdVIYlVbyOzKwT0TIQgFmvgUYUoBWFM3+LCEY5C/Ls7NADnV4sKbeNvn4d6s6dpXNvWVmBxjIrREHA1YtLx82wNOk1uKKpBC8e7cc1S3OnZyNlVu782o6IiIgox31ky3zUFZqVLkNWBzt9M94BrtcfHjeP5s3TQ1mx41pe48yblIRiCaVLmFQwlsTAcBTBaAL+cBxDwRgGhqPo8YURV3Hglglra12IxJLY3eZBic2I3TMM6LPNU/u7YdJp4AnG8O1nj+N9j+/A2i8/g6f2d2M4EscPXjyJaDwJARIkKb+vCZo7zrgiIiIiyhJGnQb3bK7Hv/7uoNKlyCaWlNDhDqKu0IzWweCUx3Z5wiixGXKiL0x+YXKVCl8o+5ZYrapx5vVMSKdZN2b5ZKcnpGA16fXkjvYJb28ZDOBnT7Th78cHsKLKAV84jtODQdQVWTJcIeUCzrgiIiIiyiJv31CLqxaXKl2GrIbPzNYotRumPVarYQhC+SXbGpwbtAKSSQmxRH7OrllYakWNK7dmxs5FsdWANvfILyPa3EHctqYKlU6jwlVRtmJwRURERJRFRFHAR7bMV7oM2Q0GotCJIhwm3ZTH2Y1T30/qw6gxNaFYAjaD+ncWPKu20IK9Hfk328qoE7G6xoljvcPYl8ezzc4SBQG9vjAAQCMKEAQBp925O/OM0ovBFREREVGWWVntxMeuaIBG5buNzVaHJ4RimwFG3eQ/otqnCbaIRuTWbJ9C6/SzEdXAatDgWO+w0mVkXFOZDcVWA3a1eZQuRTX+8Zd7EY4loRUFrKpxAgDiySQCETbtp9ljjysiIiKiLCMIAv7x6kbML7bivl/sUbocWZ3oG8aySjsOdfuRmKC5czIHm/vm3mekPCG3Ml3YjNnxti2RlCAIQA5+m46hFQU0lFhhN2oRS0hjdjulczSigO+/bRUaSkY24CiyGtDvj8BiyI7rmdSDM66IiIiIstRNKyuwdVFu9bsCgP2dPqysdkx4X47lEUQzYtRlx1LBJRWOnA+t6ovMcJn1ONLjR3PrUF6GViuqHKhwnOtX9fXty2HRj79Gv3H7clyztHz042g8mXMzhSkzGFwRERERZSlBEPAfd6/Gh3Ow59XO0x5sqC8Yd3s8Txs+Z7Ncm/2kBDELnsRyhxEHu31Kl5FWJTYDvMEY+ofze2fTg10+XNRQhC++ZQm+c+dK3LyqElsXl8JpPreU+52banHLqqoxj+v0hFBg0We6XMoBnKNHRERElMW0GhEfu6IBP3jxpNKlyO6NFjfW17nQ3HpuW/kjPX4FK6Lsof6gZzayYYlsTYEZ3S1upctIq/oiC97I8c9xJuJJCb/a2YHf7O7ETSsrsKLaie++dRViiST+dqwfPb4wbltTNe5xkViSywRpTnjVEBEREWW5Xl/u/va/uXUIq2uco02PE1nwBp7G4lcsddkQw03Uky5XVDpNKLTo0ToQULoUVUkkJfx6VyeePtCDlz99BVwWPa6cZPm6JxiFNxTLcIWUKxhcEREREWW5mgIz3rKiAn/Y15WT/WX2dXiwpMKOg10+GLUiovGk0iXRLGRD6KJ6WbBUMAtKnDMJEvZ1elMaY0WVAwadiGRyJICPJ5KIJZKIxCWEYwmEYwkEInFEs3A59OYFRXBNsgTQHYjCadKizR3E1sUlGa6McgWDKyIiIqIspxEFfO+uVbh7Yy3u+OFrSpcju3gSaOkfxvxiC3zhOBDmduo0tVzLUNT++Zh0IlpydDaSTiOgyxOe02NFAVhbW4AOTxB7O2YWfGlEAWa9Bma9BjUFZpzsG4Y7qK6ZSvOLLTjZf+7rfcuqygmPaxsMwmrUQhRFLK9yZqg6ykVszk5ERESUI9bXF6DEZlC6jLQIxpJwB6IoP28nK8oOgupjF0qFzahFmcOIgeGobOM5zTrYjVpY9BqYdBrotSK0Cu1GV2qf/WtOU5kNa2pdsBl1aG51zyr4SiQl+MNx9PoiaBkIYDiaQG2BedY1pFNdoQVXLx5ZErhxXgEuaiia8LiaQjObsZMsOOOKiIiIKEcMR+Lo8+duv6uhYAwlNi4TzDYSu1zltKYyGzzBGBaUWEeXC0o4N0tsfHApXbCscOz9VoMGezu8iE2xZE4jjMxM0ogCNIIAUTPytyAI0IojZxTP3ieO7MooCAI0IlDhNKHXG4EgjMyIGrlvZJfWs487W5UgCBAFoMxuhIRzTfKTSQmSBCRx5m9JgiRJMOs16PKEZdtE4mwYqNOqa77Jc0f6cM/mejx46zJc3liCl48PYG+HB+/YWIsql7pCNsoNDK6IiIiIcoROI0CnEaZ8w5ftfGF1LZkhygS1fkdrRSCekHC8b1jWcVdWObGnwzPp/QkJSCSkkX/MkkmnwdHe9OxOurzKgZ40bJZxQubnVw6Pvtwy7rbaAgvW1rnOhJicaUnyYXBFRERElCMMWg3mF1tl+22/GnV7w6guMKHdHVK6FJohvn2VgUqTq4YSG3a3e2QfNxxPyD7mWUNp6he1vr4AzS3utIwNABvqC5CUJCTPzPBKJCTEkxJiZ5q8RxNJhGNJhKJxhGKZn5m6vq4Aq2ucKLYaGFqR7BhcEREREeWQaCL3l9KV2owMrrIK38TmoqUVdhzo8qVlbH8aN2Do8oSgEQUkkvKlgRoBOJDiroPTeWOGoZhJp0F9kUXWZvmCgEl3rL11VSVuXFmBapcZw5H4pLsLEqWCwRURERFRDjHpNEqXkHa72oZQU2BCG8OrrMAeV6lT43OYzn563qA8jd4nkpSACodhzjsFTkQQRnp97WrzyDbmXIViCQQicRSY9XDL9Dwur3KibTAAURDw/bethiRJMOhEmHRalNgNaHMH4QvHsLrGJcv5iC7E4IqIiIgoh3hDud8DKikBTrOewVWWUGK+lTHHAtzJZrsoRSumL7gyaEUMR9O3VBAACi3yBlfxJLCrzYMN9QUznhmVTn3+CBaUWOGPxGTpeagRgK/csgz1RRYsKrePu7/IakA8D2b7knLUtT0BEREREaXkv+/ZgCKrQeky0u5glw86kUvQskPmv05vnh7C6honNDlyiagst0KBJX2vMQUZWGqWrpmpb7S4saG+IC1jz9bxvmEsq3TIMtZgIIprlpRNGFqdpdUwWqD04YwrIiIiohxSX2TBz9+/Aa+fGkSBxYACix5DwSj+sLcLfz3UK2tfFyUlkhLW1LnQ3DqkdCmkUrvaPFhZ7cD+Du/o5nPLKx3Yl+ZeROkgqWzKVU2hOW0zrqyG9L9FTefSyzda3KgvssBh0mFPGhrXz4Ycs8BWVDvx43esgchfFJCCGFwRERER5ZgFpTYsKLWNue26ZeXwBmNocwdR6jDgucN9eOjpo3AH0tdLJt2aW4ewrs6FXaeHIMNqGMpBe9q9mF9sgU4jQq8Vsa/Di1U1TuxWQS+i2VDT5b2+vgD70xj+mfXpX+YZTPNSxJaBACqcxrSeY6beaHFjRbUDe9tn/zVbVePE4+9dD7tRl4bKiGaO8/mIiIiI8oTDrMOyKgdKbEbctb4Gz95/GTY3FCldVkp2tA5hWZVT6TJoCoLCEzVO9gdwpMePfR0jb9x9WdgHLqmSGVc6jYCjPX6E0hj86LTpf4s6kMbG8md1ecJYWjn50rpMOtrjR32RZVaPWVHlwM/fv5GhFakCgysiIiKiPFVg0ePx965HsS17e2KtqHJgf4dH6TJoCmrbEa/LE8aqaicWllph0GbJ8ieVPIXLq5xp3wBCk4Gks9cfgS4DDdDUsjQ7HEti+MxOgzMhCMCDty7PuU0OKHsxuCIiIiLKYxpRwLsvqlO6jDlZVe3E/k4vlwmqnrrCoVAsgd3tHhzrHYZBq8H6+gKsryvAmloXAKDEZsDichuWVNhhzcCytZlQQwCyusaJnafT31MuU7PLyhzpX8p3uNuPhhJr2s8zE/3+CAqt+mkDO5tBi5tXVmJxhTpmixEBDK6IiIiIctK+Ds+Yhs7xRBK/3tUBbyiGZFJCNH5u6/J7L2/Ab++9GHeurU7bbltyq3AYcbjbBxW8n6dpqCu2GssXjqO5xY3mVjd2ntmJUBQFHOr242CXD3XFs1telS5qmLUWSySnP0gG5782pZNrhrOPUpWJZvMzNZOdBtfWuXDR/MIMVUQ0M+r5LiIiIiIiWUiShFgiicHhKD73+wPQiCK+fNNS/H5vF77//AlcurAYd2+sHTMTYGW1EyurnfjsDYtwrNcPu1GHWELCZ367X5WNrMsdRnR5w0qXQTOgfOQyc7suuNYHh6OoL7KgZSAAAKgtMOO0O5jxujKUGU1qZbUT/RnoCwWkv3H6WUZdZuZw7Gn3oKnMhiM9/oycbzrT7TTosuixtq4gw1URTY3BFREREVGOEQQBa2pH3ngsKrNjf6cXBp2In7x7HYRp+sfYjLrRxwLAp7Y14a4fv57WemfLadZhL/taZQ01z7iaTrc3jHV1LrQMBLC+vgD7OjyodBrR6RkbmjaV2WA36dDc4oZJJ0IAEIxNnjaV2gyoK7LgULcP/nAcdYVmmPUahGLJ0ZDsfEr3ZjdoRXR6Qhk5V6aa52fyOW13BzGv2IJT/eO/tkp4o8WNldVOHO72YcO8QmhFAbFEErFEEndvrEVdoVnpEonGYHBFRERElMM+duWClB6/aX4hFpRYcbxvWKaKUmc36uAJZt/OcPkqm2ZcTeRwtx/zii1oPjNDpccXwZoaJzQaEcmkhINdXoRiCRzvG8aaWhcCkThsRi12tJ7rB2XRa7CkwgFfOAarQYs97R70+iMosupRVW7D8d5hxJMSdBoB6+tcaG4d20sqkVR4ylUGuYPRjJxnOBLPyHkAIBBNwB2IotJlQudQZgLA6WxuKMJP71nPXQMpKzC4IiIiIqIphWIJFNsMCEUTGX2zN5lgVPkaKH8MR+IY7j93zSWSEnaeWVK4uNyGBSU27Ov0AsCY5uVra1041R9AoU2PYDSB5tbxS7MGhqMYGD4X1MQSEppbh7C+rmDM8Ur2crPoNRlbHmkzaOHP0GvMgD8zAdlZnmAMdqMWRp2I8BSz8dLNrNfgm7evwLXLyhWrgWi2GFwRERER0ZR+8u51sBq1cJh0+Jdf78dv93QpWo9W5P5C2SSblwpO51C3H3rtxNfjm6eHUO0yoXUggNgst75sbnVjfrEFBq2IIz1+RXcVrHCaMjbj0mHWZSy46h+OZDxEanOHxoWSmWQ1aPHkBzZi6TQN2onUhv/rExEREdGUFpTaUO4wwazX4uu3rcCVTSWK1lNozcxuYEQzMdUueO1DoVmHVmed7A/gULcfNqMOxQpe8xoxc9GjzZjZeRVldmNGzwcAx/r8qFWoh9SXblrC0IqyEoMrIiIiIpoxvVbEj9+5Fp+9fhEy+H52DIuKtpcnSjdvKIad7R4sr3Sg1G5AXaEZVU5TRs4tABM2i08Xo1aTsXMBgMuc+UDQE4zBE4xmvAH6hvoC3LKqMqPnJJILgysiIiIimlDLQADuwPg+MKIo4H2XzMO/b1+e8ZoKLHoc4I6ClGckCdjX6UWvL4LWwSCclswELhKAldXOjJwLAHSazL49nWyZZ7p5Q3GEYwkYdZk5v1YU8G83L512V1kitWJwRUREREQTKjDr8dnf7sdvd3dOeP/ta6vxrzcszlg9Zr0Geo2AoIKNjWn2sn1XQTUScvVZzXCuomTvsB5fBHWFlrSfx6zX4K3rq7Gw1Jb2cxGlC4MrIiIiIpqQw6zDnetq8PKJAcQSE4dF92yuxz9cuSAj9RTbDOjxRTJyLiI1y+TMmUyGO8kMB0n+sLI7lGpEpH3J9eWNJbhC4b6ERKlicEVERESUh77w+4M43O2b9rjLFhbjG7evmHIJzye2LsDqGqeM1U0sNkUTbFIvLk7KblM1n5dbJJ7I2LkAoM8fzuj5LnSwy49V1a60nmN+iRVragvSeg6idGNwRURERJSHPnfDYjSUWGUZSxAEfPqaJlnGmopP4dkRRGqRyTBwcII+d+kSiGQ2uBoKxmDRZ7Yh/IUGA5G09toKRuJwmHRpG58oExhcEREREeUhURRkbYS8YV4hNjcUyTbeRIYjcSypsKf1HETZIJM9tktsmdt5zxuKZexcZ5U5jBk/5/laB4NoKLagyCr/87yuzoWPZWgpN1E6cS9hIiIiIprQ8V4/Fsyioe8VTSV4+cRAGisCWgcCWFPrws7TQ2k9D5GaWQ1aNI5+b0rnBVnjEy0BIw3yBQEQxt0/8WOF0XsBqyFzs3WGgpmb3XWWGmYjHer2Y16RBQPD8nz+84otuG1NFd5zUT1MCs8oI5IDgysiIiIimlAwmsCbrW6srZtZf5T19envoxKIJrC33QODVkAknqM7qxFNYziSwNFef0bO1VhqgyAAUpq/3VxmHYaCmZ9xJefM01ScGghgSYUdB7um7z04ne/ftRqLOTuVcog6vkuJiIiISHVWVDvx09dOo883swbGpfbMLLmJJyU4TJlbvkSUz071D0Ob7q3voNzMJyWWJ07GYkh9dtS1S8vQWDbzmbJE2YAzroiIiIhoUp+5fhG8oRhKZhBKeTK0zKfEZkCfP5KRc1HqOC8uuzWV27C/M/VZQNOxGJR5a9rtDWVkRtlMBCJz34DihuXlKLMb8elrm6DJQNBIlEkMroiIiIhoUqV244xnUhXbDGmpQSMKKLYaUOkyQSMK6PUqu4W93CRGOzRbGbxken0R6DQCYon0ntSoU6YXkzcUx+JyGw51Z2bp5VTa3HMP0W5YXo5rlpbLXxSRCjC4IiIiIiJZOEw6PPaedXj/T9+c8Ztcs16DMocRZfYzfxwjf0rP+7jIaoBGFPD954/jG389lubPIvM4N4JmLYMXTbnDmJEZjkrOEjLr1fG22B+Oo6nMhiM9swvR1tcXYEtjSZqqIlKeOr5DiYiIiCjrCYKALY0lcJj0GAxEUGgxoMxhQNmZWVvlZwOpM0FVqcMIm0ELQZj+DaskSXjmUG8GPgsiOp8nQw3TlQxwj3T7oNeKiMaTClYxIp5MwmnWzeh5//CW+Vhb68KWxhIuD6ScxuCKiIiIiGT153/YDJdFL+tuXf3DEQyn0P+FKJdkcnlpmzuYkR5Q8YRyodFwNIHlVQ7s6/AqVsNZJ/oCWFvnwputQ+Puqys04zPXL8bpwQAqnSZcu4xLAyk/cFdBIiIiIpJVid0o+xbzJTYjnvnEZfjJu9dhc0ORrGNTenEeiPwy+ZxKAFbXuNJ+nnA8kfZzTMWoVabH1kT2tnlQaDm3c6rdqIXDpEPrYBDffuYY3nfJPIZWlFcYXBERERFRVhBFAZc3leCJ923AUx+/BLevqYJe5oCM5Mfm8/LL9A54u04PobHUltZzKD2jUk3XaSwpoaHEOvpxPCnhs9cvwl3rq1VUJVHmcKkgEREREWWdReV2PHT7CnzqmiY88fppPPH6aQwGokqXRROROOcq20kAHGZdWs+RqV5akznY6YVFr0EgquzMr7MC0XNBXjCaQCwh4f2XzFNs90UiJfFXVERERESUtYptBnziqoV45Z+vwL9vX4aFpdbpH0SZxdwq6xm0Aro9obSNrxUFeEPKzrhaUulQTWgFAPELdmb9v10dmFdsRYXTpFBFRMphcEVEREREWc+o0+DOdTV4+r5L8d/3rMdlC4uVLonOyvS6NpLdkgoH2ofSF1y5zuvnpARRAA52+RSt4UIn+vyoLTQDAJZU2PGlm5YoXBGRcrhUkIiIiIhyhiAIuGRBMS5ZUIzjvX781yst+PWuTkRUsM19/uKUq2wmADjWO5zWc9iNWvT7I2k9x1Tqiyw42R9Q7PwTiSeBbk8I6+sL8LkbFmNJhUPpkogUw+CKiIiIiHLSglIbHrx1Of7p6kb87I02PP7aaQwMK/fmONMaS23QiBOFRpPPgJrsHkkChAmGmslkqlMD6Q098lEm+xytq3ehuWUoreewGJR9W1poMaguuAKAaELC8V7/mEbtRPmIwRURERER5bRCqwEfu3IBPnDZPPx+TxcefbkFR3r8SpeVdqcGhmHUaeAPK9s7iOTX3OrG0go7DqR5edu6uvSHVgAU3x00EldPb6vzbVtSivu2LmRDdsp77HFFRERERHnBoNXg9rXVeOrjl+Bn79uAK5pKlC4prWIJCYvL7UqXQWkgSUCfPwJNGldhVjqN2N3mSd8JVCSooqbs5/vQZfOxiN/DRJxxRURERET5RRAEXNRQhIsainCyfxj/9XIL/m9XB8IxdfbB+sUHNkIjCkgkJUgAkmf+HvuxhGQSo7cDEpLSSMBx86pKfOY3+5Fkj/Sc0uePYFmlHfs70zPrqsJpQqcnnJaxL5RQuIG/Gmc0La9ywGbUKV0GkSowuCIiIiKivDW/2Iqv3LJspA9Wcxsef7UVfRluEj3de/Y1tS5oU1xK1e0J4XvPn0hpDFIfvTZ9C2h6fZn7PkgklA2uTCoMrv75mib2tiI6g0sFiYiIiCjvuSx63Ht5A17+9BX49p0rsLRSPctzhIm6os/S+y+dB7uRv7PONRoZro2JlNgMaHMH0zL2RJSecaW2TRsMWhFxTpEkGsXgioiIiIjoDL1WxC2rqvCHj27Gkx/YiKsWl064m14myXF6m1GHj29dKMNIpCbtQyFYDfLPFqopMMs+5lSicWWX6SYVDs4uVF9kQW1hZr8GRGrG4IqIiIiI6AKCIGDjvEL8+J1r8cI/bsG7L6qDWa/MciK5grP3XlyHuzfWyDMYqUK3N4wFJTZZxxQFYG+HR9Yxp6P07CKrQV2zETWigEqnSekyiFSDwRURERER0RTqiiz4wluW4LUHrsQD1zahwmHM6PnlWCp4dpwv37wM//XutWntjUSZFYjGZR1PKwqIZbjnlNIzrgw69Xw/FNsM+JfrFqXc144ol6grWiYiIiIiUimHSYcPXjYf791cj+YWNyLxBABAgDC6nu9sxCQIAgSMzJYSztwqCOct+xs9XoAojOwGKJx9nHD+OPJ/Hlc0leIHb1+ND/73TsVnulDquj1h6EQBMZm+lgvLbDiQpp0KJ3P2e0kpGlE9IVGhRY/lVQ6lyyBSFQZXRERERESzoNOIuLihSOkyUnLlolJ8844V+PiTe5QuhVLkj8SxptaFnaeHZBnvVH9AlnFmI8IeV6NaBwMYjsRhM+qULoVINdQTLRMRERERUcbctLISH94yX+kySAYdQ/LtAFhiM8g21kyFY8rOuIopHJydtbrGiV9/+GKUO9jfiuh8DK6IiIiIiPLUP13diC2NxUqXQSkaHI5Cr5FnXakS/c9iCUmW3TPnqt0dgqjw7qEAYDXqsLjCrnQZRKrDpYJERERERHlKIwr47ltX4ZaHX8GpgcwvESN5WAxa+MOxlMcptOhhN+qwrs6FVFbPxRJJ7O3wzuoxJp2IYGzimU8CgDW1rrkXNA1BAMIxE/Z3zq5mudUVmhU9P5FaMbgiIiIiIspjDpMOP71nPe74j9fQ5Q0rXQ7NgU4jQI7e7IOBKAYD0ZTHWVntnPVjjDotgrGJz11sM+BNmXp4TWZ1jTOt48+EUSciGk9y10+iC/A7goiIiIgoz1W5zPjZ+zcq0t+IUldqNypdwhh6zezfZhp0k6/VC0Ti0KR5Ld+hLh+MOmXfHhu1GoZWRBPgdwUREREREaGuyIJffmjTnGbLkLKsBnUtpGlzz75Z/FRhVyCawKo0X5fheBKLyjLXX2pVtROVThM21BfArNcAAGoLLRk7P1E2UdcrHBERERERKaa20IJffWgTvvHXY/iPl04qXQ7NUJ8/onQJowosevT4Zr/k9PyZRnqNCI0oIHTeboN72z1YUGLF8b5hWeqciCcUw7o6F0RBQCIpIZZIIhRLIBBJwBeKwR+Jy3auUCyBTk8InZ4QDFoBlU4T4pI6djckUhsGV0RERERENEqrEfHP1zbBrNfgW88cU7ocmsbicjsOdfuULmOUOxCFQSsiEp9dCKMVzwVXWxqLsabWhQefOjJ6WywpwZLmmWUtAwG0TLFJgVYEHCY9bEYtLAYtDNqRgE0UBCSkkaArHE1iOBofCbrCkwdd5698jMQldHpCeGp/D+5cWyPnp0SUExhcERERERHROPde3oDf7O6c8o08Kc9i0Chdwjgrqhxobp1dM3Wt5lySc9H8QlzWWDImuAIAw5lZWYIAVDhMWFhqxQtH+1MveIbiydk1sNcIgMOsh92ohcWggV6rwXA4juN9wzDrx78VP9XP7zWiiTC4IiIiIiKicTSigHdsrMWX/nhI6VJoCnLsJii3N08PodJlQudQaMaPOX/G1ZJKB3Sa8c3Yz36q5XYjnrrvEvR4w2OCK71WxPs218Og1cCoE/GLHe04pWDwmpBGZqC5zwu61te5AACxxPgZaZ2eEGKJJHRzaG5PlMv4HUFERERERBO6dXXlhAECqcfQDGf/pNOFjdWTElDlNE14bKFFj49smY+3rqses1OgeObfogA0ltlQ7jDhumVlYx579nO976qFePXEAD772wMosuqxvq4Ad2+swZ8+thn3bV0Il0WHHa1uzC+xyvlpysIbiqHQosep/vG9uhJJCV2emYd9RPmCM66IiIiIiGhCTrMely4oxnNH+pQuhSZxfgNzJayuceIXH9yE04NBvP+nb44uLfWGYqPHbF1Ugg31hVhQasXGeYUw6kaWN957eQNCsQRcZj2cJi38kQQSSQl2ow4A8NVbluGvB3sRT0r41xsW4a8He/HOTbW4enEp9rR78IO3r0ah1TCuprdvqEVDiRW/erMDoqCuWWlHe6duLn96MMjdBYkuMKsZVz/4wQ+wfPly2O122O12bNq0CU899dTo/eFwGPfeey8KCwthtVqxfft29Pb2yl40ERERERFlxltWVihdAk2hzGFU7NyCAHzj9hXQaUQ0lFjxn+9ai2uXlkErCjjVPwyzXoNKpwnfvGMl3n/pPGxpLBkNrQAgEh8J3YptBui0GnR7Q/j93i60DQaxq20Ifz3Ui7dtqMGXblqC915cjyc/sBFfumkpnGY9tjSWTBhaASPLXC+aX4Rv3bkSf/3EpaMzt65oKsFta6rS/8SkIJ27JhJlK0GSpBnnz3/4wx+g0WiwYMECSJKExx9/HA899BB2796NJUuW4MMf/jD+9Kc/4bHHHoPD4cBHP/pRiKKIV155ZcYF+Xw+OBwOeL1e2O32OX1SREREREQkj0AkjjVffgbh2Ox2iaPMWFvrwpunZ9cIXS5bGovx2HvWj7v9cLcPf9rXDVEUcPfGGpTYjIjEE9BrRAjC2KWnvb4wSu3pD99eONIHvVbET19rxdMH1Tu5YuuiUvznu9YqXQZR2s0m+5nVjKsbb7wR1113HRYsWICFCxfiK1/5CqxWK15//XV4vV48+uij+Na3voUrrrgCa9aswU9+8hO8+uqreP3111P6hIiIiIiISBkWgxaLy/kLZRqvcyiEdndw9GN3IIqPP7kb7//pm2gss+H+qxaixGZEOJbAw8+fGBdaAchIaAUAlzeV4OKGIpTYZn8+g1bEmloXNs0rTENlY+087cYs5pYQ5YU597hKJBL45S9/iUAggE2bNmHnzp2IxWLYunXr6DFNTU2oqanBa6+9ho0bN044TiQSQSQSGf3Y5/PNtSQiIiIiIkoDcYLAgZRn0mtwtEe590/H+4Zx3ff+jreuq4YvFMeLx/rQ64vgyzcvxY0rKrCvw4MfvHgSX79tOa5bXj7msX3+8JxCpFR9eMt8PHWgBwPDkekPBnD3xhp8/sYl0GlESJKEJ3e044t/OJi2GYhDwRj6/RGUZCjQI8oGs95VcP/+/bBarTAYDPjQhz6E3/zmN1i8eDF6enqg1+vhdDrHHF9aWoqenp5Jx3vwwQfhcDhG/1RXV8/6kyAiIiIiovSpdE28QxwpRyMK+PwNi+GPKNuc3R+O48d/b8Ev3mxHr28kDOrzRyBJEn740ik8fbAHQ4EYmsrGztrr988sOJJbhdOE/3r3WjhMuhkdv6G+ELozuyYKgoC71tfgjx/bjEVpnIV4uMeftrGJstGsg6vGxkbs2bMHb7zxBj784Q/jXe96Fw4dOjTnAh544AF4vd7RP+3t7XMei4iIiIiI5Ld1UWlaxl1Z7YTVwI3O5+L6ZeUomqQ5udK+99xxXPbQi3jmcC+SEtDc6h53zNkwSAnLq5z4xQc3wqLXTHi/QSvin69twu8/ejEuaywed39DiQ3/874NMw6/ZkvJWXREajTr/yX0ej0aGhoAAGvWrMGOHTvw3e9+F3feeSei0Sg8Hs+YWVe9vb0oKyubdDyDwQCDQZ0vuEREREREBFy1uBRFVsOMl1fNxOaGIjz2nnUYDETxh71d2Hl6CL2+MIaCMQgCUOk04dWTg0gk2e9nIpvmFeLzvz84+rFWFGDWa1DhNKFzKAR/JD6jcW5fU4UV1U589rcHZK2v7Uzvq8Xl9gl7pCm9/FQUBNy4ogJP7jg3cUKnEbCgxIbvvnUlFpTapnx8gUWPT25rlP15A4DD3ZxxRXS+lH+9kUwmEYlEsGbNGuh0Ojz33HPYvn07AODo0aNoa2vDpk2bUi6UiIiIiIiUYdRpcM/mevz7X46kPNY9m+vxzk21qCkwQxAElNqNeN8l8/C+S8YfG0sk8f6fvokXj/anfN5sYTdqMa/YiuuXleMrfz486XHPH+3DezfX44bl5Si06KE9bwZTNJ7EXw724CevtGB3m2fSMd65qRZfumkpgJHloPs7vPjWM8dk+1z+9YbFuGdz/bjb2waDaCixynaeuTjS48fLJwZQYNFjXpEFlzeV4N0X1aHPH0F9kWVGY9y1vgZP7mjDgU55Z0i9fGIAyaQEUWRvOSJglsHVAw88gGuvvRY1NTXw+/342c9+hhdffBFPP/00HA4H7rnnHtx///0oKCiA3W7Hxz72MWzatGnSxuxERERERJQd7t5Yg/9+rRVd3vCcx7i4oRD/ct0iaGb4hlynGVmy9bdj/ciXiVf/fc8GFNkMCMcS44IrvVbEey6qw0UNRZhXZEF1gXnCMfRaEW9ZUYEblpXjsVdb8fWnj0zYTFwriognkjjU7cOWhcXYsrAYLx3rx87TQyl/Hp+9fhG2r66c8D67SfnlodcvK8fichvmFVkxEIhgKBDDjlY3LppfNOMxNKKAf7tpKW555FVZa+v3R7Cv04uV1U5ZxyXKVrN6xejr68M73/lOdHd3w+FwYPny5Xj66adx1VVXAQC+/e1vQxRFbN++HZFIBNu2bcMjjzySlsKJiIiIiChzbEYdvn3nSnzwiZ3wBGNzGuMDl86fcWh1VlOZHd9/22p8/MndiCVyP71yB6JYUe3EY6+0oNCihygK6PdHcMuqSvzTtkZUOmfeKF8UBbx3cz1uWVWJZw71omUwgNODAZweDMKk06DCacRvdnfik7/ah3dfVIcvvGUJPn/jYtz2H68hGk/CZtTCH57ZksMLbWkshtOsn/C+yW7PJI0ooKFkZDmg06SHJAGNZVMvD5zIqhoX3rquesySQzk8d7iXwRXRGYIkSap69ff5fHA4HPB6vbDb07dTAxERERERzZ4nGMU9j78561k5hRY93viXK8csaZuNvx3rxwf/eydCMWV30Uu3D1w6D/9y3SJ4gzGE4wn8z+uncdXiMiyrcqTtnP+3swM9vjDuvXykl7E3FMPfj/ejpT+Ab85g6WChRY/7ti7Az5vbcah7ZNncimonfvyONSixG9NWt1q4A1Fc/o0X4Q3NLdCdSFOZDX+571LZxiNSm9lkP8pt5UBERERERFnHadbjv961DrWFEy9Tm8zVS8rmHFoBwKULi/Hpaxrn/Phs8dirrfAEo/CGYnj91CDu27owraEVAGxfUzUaWgGAw6TDDcsrcMWiEsykh/pgIIq/Hx/An/5hMx57zzroNAL2tnvwkf/ZhaFANI2Vq0OBRY+v3LJ0Rs/VTB3p8eP0YEC+AYmyGIMrIiIiIiKaFYdZh5++dz2WVMx8hcTGeQUpn/f2tdWYVzyzxtnZKp5I4lR/ABpRwE0rKxVt0D2/2IqbV07cp+pCx/uGIQgCtjSWjPaJevP0EC762vP4wu8P4mCXF7HE+D5bueKG5RX4wo1LZB3zd3u6ZB2PKFsxuCIiIiIiolmrLbTgd/dejJ+9bwMubiic9vgiqyHlc1oMWvzoHWvhMutSHkutPnPdIuxu98Bi0ChdCn70t1P4y4Gecbe7zDp86aYl+Pr25aMz7xafF2L+6J1r8PR9l2JFlQOhWAKPvdqK67/3Mn75ZkfGalfCuy6qwz9cuUC28X67pxMq6+xDpAgGV0RERERENCdajYiLGorwxD0b8I3bV8CsnzhsWVXjxOJyefrXNpRY8V/vXgejLvfeynzgknq4LHpcs7RMFQ3M/+HKBXjpk1vwwUvnwXleWPiPVzfinZvqcMe6anz2+sUAgKbSc43NDVoNGsts+PVHLsaNKypGb//ynw7hLwe6M/cJKOATWxfgHRtrZRnrVH8AB7t8soxFlM1y79WeiIiIiIgyShAE3LamCr+992LUXdD7qrbQjP++ZwNcFvmCmFU1Lty3daFs46mBUSfiPRfXY+vi0lntHJhuJXYjHrhuEZr/ZSsefddafPqaJty5rnr0/ksWFGFzQxFuX1s97rEaUcBnrlsE7ZnljrFEEpF47i4XBEa+F77wliW4YXm5LOP9bk+nLOMQZTPuKkhERERERLLxhmL44u8P4te7R95wP/L21bhumTxv4s8XjSex4avPYigo305uSrp6cSl+9M61SpeRFh/7+W7UFJiQlIBPX9OkdDkZEY0ncfejb6C5xZ3SOKV2A1759BUpbWxApEazyX4YXBERERERkewOdHoRjiWwti71puyTufs/38DLJwbSNn6mVDpN+OPHNss6K01NdrcNYVWNC8mkpGiz+Uw70OnFDf/v5ZTH+dYdK3Dr6ioZKiJSj9lkP4xtiYiIiIhIdksrHWkNrQDgLef1T8pWK6ud+PVHLsrZ0AoYWdoJIK9CK2Dke2DrotKUx3nkxZNIJlU134QooxhcERERERFRVrphRTnsRq3SZczZ9tVVePIDG1FqNypdCqXJqhpnymOc6BvGXw+N392RKF8wuCIiIiIioqxk1mvxvkvmKV3GrOk1Iv71hsX4xu3LYdRNvBMj5YZwLJHyGE1lNvzn31ugsi4/RBnD4IqIiIiIiLLWey6ug9OsU7qMUVpRwL/dtAQAYDVoYdCOfctVU2DGHz62Gfdsrocg5NfSuXwkxy6KC0tt6PaG8dKxfhkqIso+2TuvloiIiIiI8p7NqMP7L5mHh54+qnQpAIB4UoLFoMWnrmnENUvKUOkyobnFjcdfbcWqGhfu3lgLh0k9QRulV1SG4Opojx8fumweHn7hBLY0lshQFVF24YwrIiIiIiLKanetr4Feq563Nr/e1YmPbGnAvGIrNIKAbk8YX711Ge69vIGhVZ6JJWQIrnr9sBi0ONY7jF1tQzJURZRd1PPqTkRERERENAcFFj0MGvW8tXnl5AD+7Y+HAAASgNvXVqHExgbs+ajXF5FlnJeO9WNLYzH6ZBqPKJuo59WdiIiIiIhojpZXO5QuATcsL0eFw4hV1U7csqoS4VgCOo3IXlZ5KpmUsKPVLctYOo2ICqcJVzRxqSDlHwZXRERERESU9W5ZVaV0CVhb68ILn9yCD102H/s7vdCraBYYZd6RHj+8oZgsY7W5g2gstalqSSxRpvCqVwG5XsyIiIiIiPLVrasqcfXiUsXOb9SJKHUY8ef93Si06nHX+hqIImda5TO5ZlsBQHOLG0PBKCRJkm1MomzBXQVVwG7kl4GIiIiIKBWiKOCRt6/G+376Jl482p+x896xtgpbGktgNWhh0IqoLbSgzMF+VgQc6fHJOt7BLh96fRFeX5R3OONKBbjmnYiIiIgodVqNiK/csgxmvSZj59xQX4jNDYX47Z5OrK8vYKhAo472+GUdzx2I4nifvGMSZQMGV0RERERElDMqnSa8Y1Ntxs739aePYF+HF29dV8NfSNMoSZJwrHcYcl4Sr54cQCSWlG9AoizB4IqIiIiIiHLKOzfVQZOh/lL3X7UQgID19QUZOR9lhy5vGMOROB64tgmXLSyWZcxwLIlD3T7EEgyvKL+wuRIREREREeWUSqcJt6yqxK92dqRl/DW1LlyyoAh2ow53rK1Oyzkou53qHwYA/Ohvp/DrD1+M3e1D+PiTe1Iet3MolPIYRNmGM66IiIiIiCjn/Ov1i1FmT0+/qUAkjo9e3oD3bq7Ha6cGuUSQxllW6YBBK8Ks16Km0CzbEr/njvRiX4dXlrGIsgWDKyIiIiIiyjkOsw4/uHs1Cix62cc+0uPHY6+2onUgAIM2c43gKXs4zXr817vX4TtvXYmhQBQP/fWoLOMODEexv8PL5YKUVxhcERERERFRTlpV48Lv7r0YlU6T7GPvahvCgS4v1tS6ZB+bcsPFDUVYXePCt589hn5/RLZxTw0MY3ebR7bxiNSOwRUREREREeWs6gIzvnXHCtnHXV7lRLHVIPu4lFva3UH8vLlN1jFfOTGAPn9Y1jGJ1IzBFRERERER5bT19QVwmHSyjqnXiFhbx50EaXLxRBL3PL4DsYQk67gn+wPo88k3g4tI7RhcERERERFRThMEAQZtam99rltWBrtxZFP2mgIzim0GaEQ2ZafJaTUi7r9qYVrG7hgK4vRgIC1jE6kNgysiIiIiIspp3mAMfSn2GOr1RfDUfZfiyqYSfPzKBlgNWpmqo1y2dVEpitKwpHR/hxenBhhcUX5gcEVERERERDnNZtSisdSW0hi72obw9b8cwds31uCqJWXYMI/LBGl6Wo2Im1dWyD7uzrYhWPQMTyk/MLgiIiIiIqKcJooCrl5SmtIYkgT8bk8X7nn8TUCSYGZoQDO0fU2V7GMmJWB325Ds4xKpEYMrIiIiIiLKef5wXJZxLHotDnX5ZBmL8sOicjsWldtlH/fhF07AHYjKPi6R2jC4IiIiIiKinFdil6fP0C2rKuENx5FMyrtTHOW2uzfWyD6mLxzHH/d1yT4ukdowuCIiIiIiopx3z+Z6LCixpjzO6lonAGA4Ks8MLsoPt62pQoXDCFEAbl9TJcu1CAA7WrlckHIfgysiIiIiIsp5Bq0GX9u+LOVxdrd5oBEE2ZYeUn4waDX4yq3LYNRp8JVblqHTE5Jl3FbuLEh5gMEVERERERHlhTW1BVhd40xpjBN9wzAbNBhibyGapcsbS/D6v1yJUDSBYDQhy5inBxlcUe5jcEVERERERHnjLSsqUnr8oW4fFpTYcLTHL1NFlE/sRh1CMXlCKwCyjkWkVgyuiIiIiIgob6yscaX0eE8wBm8ohoHhiEwVUb450OmFIACra5zQa1N7Sx5LSNwogHIegysiIiIiIsobi8pt0GmElMbo9YURZ1hAcxSIxjGvyILlVU5E48mUx4slUx+DSM0YXBERERERUd4waDW4vLEkpTF6vGGIgiBL6ED5pd0dREOJFb/76Ga8dKw/5fFMOg30Gr6tp9zGK5yIiIiIiPLKvZc3oNCin/PjD3R5saDEiiM9PhmronxQ5TLh9GAQogD849ULUx6v3GmEIKQ2g5BI7RhcERERERFRXllR7cTLn74Cv733Yty+pmrWj//rwV40lduwt90jf3GU0wRBwHXLymHWa3H14jKIKWZO5Q6jPIURqZhW6QKIiIiIiIgyzaTXYGW1EyurnSi1G/H9F07M+LGdnhCO9fjhCcbSWCHlOr1WRLnDhE5PaM5jlDtMMlZEpE6ccUVERERERHntn7Y14tn7L8OXb16KihnOYPlZczvKONuFUlRTYE7p8TO9XomyGYMrIiIiIiLKew0lVty9sRZ//IdLsKzSMe3xzx/p5TItStmicntKjy+x8xqk3MelgkRERERERGcUWPT4/Ucvxq42D1440odOTwhdnhD2dXgRiiVGj0tKwI//3oKllQ44zXNv9E757c511fivV1rm/HibkW/pKffxKiciIiIiIjqPIAhYU+vCmlrX6G3+cAx/3NeNbzx9FIOBKADglRMD8IXiDK5ozhrLbNi6qBTPHu6d0+MNWo3MFRGpD5cKEhERERERTcNm1OGu9TX4vw9fhHnFFvzjVQtx4IvbUFOYWo8iooffvgq3rqqc02NNegZXlPsESZIkpYs4n8/ng8PhgNfrhd2e2npfIiIiIiIiuSWSEiRJglbDeQAkn+O9fvz7X47g2cN9Mzp+dY0Tj75rHVwWzvij7DOb7IevtERERERERLOgEQWGViS7BaU2vG1DzYyP37akjKEV5QW+2hIRERERERGpwEXzi1Axg90qjToRt62pykBFRMpjcEVERERERESkAkadBp+8pnHa465bWo5CqyEDFREpj8EVERERERERkUq8ZUUlSu1Th1K1hZYMVUOkPAZXRERERERERCqhEQXcPM0ugyXTBFtEuYTBFREREREREZGK3La6ChpRmPT+JRVT78JGlEsYXBERERERERGpiCAAX755KeYXj18SuLrGicPdPkiSpEBlRJnH4IqIiIiIiIhIRf64rxsP/vkwKpym0dvsRi22r67C9966ClaDDoIw+YwsolyiVboAIiIiIiIiIjrnqsWl+J832mDQavC5GxZjYDiC926uR5HVgG88fRT3Xt6gdIlEGcPgioiIiIiIiEhFllQ4sOMzW8fdfqDTi6WVdpj0GgWqIlIGlwoSERERERERZYE+fxjXLC1XugyijGJwRURERERERKRy/f4wNjcUK10GUcYxuCIiIiIiIiJSqUAkjmRSQqHFAL2Wb+Ep//CqJyIiIiIiIlKhRFKCNxSDIACiyF0EKT8xuCIiIiIiIiJSUDIpAQB++WY7gJFZVv+7ox19/jAqnCYIAkMryl8MroiIiIiIiIgU9KudHUgmJZQ5jJAkCRaDFnesq0a5w6R0aUSKY3BFREREREREpIADnV7EEklcs6wMoijgkgXFnF1FdAGt0gUQERERERER5aOllQ4AgE7DOSVEk+F3BxERERERERERqRKDKyIiIiIiIiIiUiUGV0REREREREREpEoMroiIiIiIiIiISJUYXBERERERERERkSoxuCIiIiIiIiIiIlVicEVERERERERERKrE4IqIiIiIiIiIiFSJwRUREREREREREakSgysiIiIiIiIiIlIlBldERERERERERKRKDK6IiIiIiIiIiEiVGFwREREREREREZEqMbgiIiIiIiIiIiJVYnBFRERERERERESqxOCKiIiIiIiIiIhUicEVERERERERERGpEoMrIiIiIiIiIiJSJQZXRERERERERESkSgyuiIiIiIiIiIhIlRhcERERERERERGRKjG4IiIiIiIiIiIiVWJwRUREREREREREqsTgioiIiIiIiIiIVInBFRERERERERERqRKDKyIiIiIiIiIiUiUGV0REREREREREpEoMroiIiIiIiIiISJUYXBERERERERERkSpplS6AiNRrcDiC9qEQ9BoRi8ptEARB6ZKIiIiIiIgojzC4IqIJ7Tw9hA89sRP9/ggA4Bcf2IgN8woVroqIiIiIiIjyCZcKEtE48UQS//Dz3aOhFQAMBaMKVkRERERERET5iMEVEQEAOj0hdHlCAIBAJAFfODbm/g31nG1FREREREREmcXgiogQTyTxyV/uHf3YYdbhufsvw4pqJwBgXZ0LTrNOoeqIiIiIiIgoX7HHFRHhD/u6cN2ycpQ7jKO3ldiN+O1HLsKRHj+qXCY2ZiciIiIiIqKMY3BFRFhc7kBDiXVcOCUIAhaV2xWqioiIiIiIiPIdlwoSERrLbNCI8s6o6vSEEEskZR2TiIiIiIiI8guDKyKSXbs7iOu++3f8ameH0qUQERERERFRFmNwRUSy+vSv9uG67/4d3lAM3332OBJJSemSiIiIiIiIKEsxuCIiWVmNWvgjcQBAjy+MNncQksTwioiIiIiIiGaPwRURyeqDl82D3Xhu34erv/0SnjrQo2BFRERERERElK0YXBGRrEpsRrz/knm4ZVUlNjcUIZaQ8PirrUhyySARERERERHNknb6Q4iIZudjVy4AACSSEn7W3IZiqwGCvJsWEhERERERUR5gcEVEaaMRBbxjY+242/+8vxu/3tWJxeU2FFoNWFPrQnWBGQ6TToEqiYiIiIiISK0YXBFRxnlDMQgC8PKJARzo9CGaSOKT2xpx7+UNSpdGREREREREKsLgiogy7q71NbhrfQ0AwBuMoXUwgBXVTuw87caicjvMer40EREREREREZuzE5HCHGYdVlQ7EYzGcfd/NuPf/ngIiaSEIz0+xBNJpcsjIiIiIiIiBTG4IiLF7Ovw4OKvPY+/HeuHRhRgMWjw8+Z2bHzwOVzznb/jrh+/jqFAVOkyiYiIiIiISCEMrohIMcsqHRBF4LFXW2HQavCtO1aisdSGfn8EALCjdQgffGInwysiIiIiIqI8xeCKiBQjCAI+c91ifO6GxQCASxcW4y/3XYJSu2H0mOYWN363p1OpEomIiIiIiEhB7IBMRIq6ZmnZmI8FQUBDiRW9vgg0ooAtC4vx1jON3ImIiIiIiCi/MLgiItX5+JULcdOKAG5YUc4dBomIiIiIiPIY3xESkeqsry/A+voCpcsgIiIiIiIihbHHFRERERERERERqRKDKyIiIiIiIiIiUiUGV0SUFQKROAKRuNJlEBERERERUQbNKrh68MEHsW7dOthsNpSUlODmm2/G0aNHxxwTDodx7733orCwEFarFdu3b0dvb6+sRRNR/vl5cxtuevgVHO/1K10KERERERERZcisgquXXnoJ9957L15//XU888wziMViuPrqqxEIBEaP+cQnPoE//OEP+OUvf4mXXnoJXV1duPXWW2UvnIjyiygIONE3jLd8/xX88KWTiMQTSpdEREREREREaSZIkiTN9cH9/f0oKSnBSy+9hEsvvRRerxfFxcX42c9+httuuw0AcOTIESxatAivvfYaNm7cOG6MSCSCSCQy+rHP50N1dTW8Xi/sdvtcSyOiHNPpCeHirz0/+nFNgRkPXNuEa5aWQRAEBSsjIiIiIiKi2fD5fHA4HDPKflLqceX1egEABQUj29bv3LkTsVgMW7duHT2mqakJNTU1eO211yYc48EHH4TD4Rj9U11dnUpJRJSjbEYtTDrN6Mdt7iA+/D+7cOePXocnGFWwMiIiIiIiIkqXOQdXyWQS9913Hy6++GIsXboUANDT0wO9Xg+n0znm2NLSUvT09Ew4zgMPPACv1zv6p729fa4lEVEO+/HfTiEUG788sLnFjS/8/qACFREREREREVG6zTm4uvfee3HgwAE8+eSTKRVgMBhgt9vH/CEiOt/fj/fjkRdPTnr/b/d0oc8fzmBFRERERERElAlzCq4++tGP4o9//CNeeOEFVFVVjd5eVlaGaDQKj8cz5vje3l6UlZWlVCgR5SdJkvDFPxxCIjl1O75jPcMZqoiIiIiIiIgyZVbBlSRJ+OhHP4rf/OY3eP7551FfXz/m/jVr1kCn0+G5554bve3o0aNoa2vDpk2b5KmYiPKKIAgosuqnPe7uR99Aj5ezroiIiIiIiHLJrIKre++9F0888QR+9rOfwWazoaenBz09PQiFQgAAh8OBe+65B/fffz9eeOEF7Ny5E+95z3uwadOmCXcUJCKaiVtXV01/EICvP31k2plZRERERERElD20szn4Bz/4AQBgy5YtY27/yU9+gne/+90AgG9/+9sQRRHbt29HJBLBtm3b8Mgjj8hSLBHlpyuaSmZ03K93daKmwIz7ti5Mc0VERERERESUCbMKriRp+pkMRqMRDz/8MB5++OE5F0VEdL4iqwGNpTYc7fVPe2xdoSUDFREREREREVEmzHlXQSKiTFpX75r2mAeubcLNqyozUA0RERERERFlwqxmXBERKcWg1Ux636JyO95/Sf2Me2ERERERERFRdmBwRURZIRhNjLvtkgVF+NJNS1FfxOWBREREREREuYjBFRFlhXBsbHC1bUkpvnfXqilnYhEREREREVF2Y3BFRFmh1G4c/feySgcefttqaDVs00dERERERJTL+K6PiLLC/VctxIcumw8AuH1tFUMrIiIiIiKiPMAZV0SUFfRaEf98bRNuXlWB+cVWpcshIiIiIiKiDGBwRURZpanMrnQJRERERERElCFca0NERERERERERKrE4IqIiIiIiIiIiFSJwRUREREREREREakSgysiIiIiIiIiIlIlBldERERERERERKRKDK6IiIiIiIiIiEiVGFwREREREREREZEqMbgiIiIiIiIiIiJVYnBFRERERERERESqxOCKiIiIiIiIiIhUicEVERERERERERGpEoMrIiIiIiIiIiJSJQZXRERERERERESkSgyuiIiIiIiIiIhIlRhcERERERERERGRKjG4IiIiIiIiIiIiVWJwRUREREREREREqsTgioiIiIiIiIiIVInBFRERERERERERqRKDKyIiIiIiIiIiUiUGV0REREREREREpEoMroiIiIiIiIiISJUYXBERERERERERkSoxuCIiIiIiIiIiIlVicEVERERERERERKrE4IqIiIiIiIiIiFSJwRUREREREREREakSgysiIiIiIiIiIlIlBldERERERERERKRKDK6IiIiIiIiIiEiVGFwREREREREREZEqMbgiIiIiIiIiIiJV0ipdwIUkSQIA+Hw+hSshIiIiIiIiIiK5nc18zmZAU1FdcOX3+wEA1dXVCldCRERERERERETp4vf74XA4pjxGkGYSb2VQMplEV1cXbDYbBEFQuhz4fD5UV1ejvb0ddrtd6XKI0orXO+UTXu+UT3i9Uz7h9U75hNc7ZStJkuD3+1FRUQFRnLqLlepmXImiiKqqKqXLGMdut/OFgPIGr3fKJ7zeKZ/weqd8wuud8gmvd8pG0820OovN2YmIiIiIiIiISJUYXBERERERERERkSoxuJqGwWDA5z//eRgMBqVLIUo7Xu+UT3i9Uz7h9U75hNc75RNe75QPVNecnYiIiIiIiIiICOCMKyIiIiIiIiIiUikGV0REREREREREpEoMroiIiIiIiIiISJUYXBERERERERERkSoxuCIiIiIiIiIiIlVicHXGV77yFVx00UUwm81wOp0THrNjxw5ceeWVcDqdcLlc2LZtG/bu3TvmmH379uGSSy6B0WhEdXU1vv71r2egeqLZmcn1DgCPPfYYli9fDqPRiJKSEtx7771j7uf1Ttlgptc7AAwODqKqqgqCIMDj8Yy578UXX8Tq1athMBjQ0NCAxx57LG01E6Viumt+7969uOuuu1BdXQ2TyYRFixbhu9/97rjjeM1TNpjJa3xbWxuuv/56mM1mlJSU4JOf/CTi8fiYY3i9UzY6duwYbrrpJhQVFcFut2Pz5s144YUXxhwzk+ufSO0YXJ0RjUZx++2348Mf/vCE9w8PD+Oaa65BTU0N3njjDbz88suw2WzYtm0bYrEYAMDn8+Hqq69GbW0tdu7ciYceeghf+MIX8KMf/SiTnwrRtKa73gHgW9/6Fj7zmc/gn//5n3Hw4EE8++yz2LZt2+j9vN4pW8zkej/rnnvuwfLly8fd3tLSguuvvx6XX3459uzZg/vuuw/ve9/78PTTT6ejZKKUTHfN79y5EyUlJXjiiSdw8OBBfOYzn8EDDzyA73//+6PH8JqnbDHd9Z5IJHD99dcjGo3i1VdfxeOPP47HHnsMn/vc50aP4fVO2eqGG25APB7H888/j507d2LFihW44YYb0NPTA2Bm1z9RVpBojJ/85CeSw+EYd/uOHTskAFJbW9vobfv27ZMASMePH5ckSZIeeeQRyeVySZFIZPSYT3/601JjY2Pa6yaai8mud7fbLZlMJunZZ5+d9LG83inbTHa9n/XII49Il112mfTcc89JAKShoaHR+z71qU9JS5YsGXP8nXfeKW3bti1N1RKlbrpr/nwf+chHpMsvv3z0Y17zlG0mu97//Oc/S6IoSj09PaO3/eAHP5DsdvvozzC83ikb9ff3SwCkv/3tb6O3LAVeEwAABoBJREFU+Xw+CYD0zDPPSJI0s+ufKBtwxtUMNTY2orCwEI8++iii0ShCoRAeffRRLFq0CHV1dQCA1157DZdeein0ev3o47Zt24ajR49iaGhIocqJZu+ZZ55BMplEZ2cnFi1ahKqqKtxxxx1ob28fPYbXO+WSQ4cO4Utf+hJ++tOfQhTH/9f42muvYevWrWNu27ZtG1577bVMlUiUVl6vFwUFBaMf85qnXPHaa69h2bJlKC0tHb1t27Zt8Pl8OHjw4OgxvN4p2xQWFqKxsRE//elPEQgEEI/H8cMf/hAlJSVYs2YNgJld/0TZgMHVDNlsNrz44ot44oknYDKZYLVa8Ze//AVPPfUUtFotAKCnp2fMiwKA0Y/PTtckyganTp1CMpnEV7/6VXznO9/Br371K7jdblx11VWIRqMAeL1T7ohEIrjrrrvw0EMPoaamZsJjJrvefT4fQqH/394dhDTZB3Ac/01M8+BqssmiQFKoFA8eHeui0SIkrFtEsVKQYAdJURQF6SB0CurgVbwYRh2CkMrQg6ShhzbaygpKdskyGkHoYej/Pfg22utbm/GsPZPvB57DnufZn+eBL/r4357H9b9xmEDOzM3NaWJiQh0dHal1NI/dIpvrFXpHIXI4HHr69KlevHih8vJy7d27Vzdv3tSjR4/kcrkkcb2O3WNXT1z19fXJ4XD8dllaWspqrPX1dbW3t8vv9+v58+d69uyZ6uvr1dLSwi802IKVvW9ubiqZTOr27ds6deqUGhsbdefOHb17927bAx+BfLCy9/7+ftXW1urixYs5Pmrgz1nZ/M+i0ahaW1s1NDSkQCCQgyMHdi5XvQOFINv+jTEKhUKqrKzU7OysFhYWdPbsWZ05c0YfP37M92kAlirO9wHkUnd3ty5fvvzbfaqrq7Maa3x8XMvLy5qfn0/dRjI+Pi6Xy6UHDx7o/Pnz8nq9+vTpU9r7frz2er07PwFgB6zs/cCBA5Kkurq61DqPxyO32614PC5J9I68srL36elpvXz5Uvfu3ZMkGWMkSW63WwMDA7p+/fove3c6nSorK9v5CQA7ZGXzP7x69UonTpxQR0eHBgcH07bRPPLJyt69Xq8WFhbS1v33eoXeYSfZ9j89Pa2HDx8qkUjI6XRKkkZGRjQ1NaWxsTH19fVl1T9QCHb1xJXH45HH47FkrLW1NRUVFcnhcKTW/Xi9ubkpSfL5fBoYGFAymdSePXskbT0r6OjRo6mvawK5YmXvfr9fkvTmzRsdOnRIkvT161d9+fJFVVVVkugd+WVl7/fv30/75uzi4qLa2to0OzurmpoaSVu9T05Opr1vampKPp/PkmMAMrGyeUmKxWJqbm5WMBjU8PDwtu00j3yysnefz6fh4WF9/vxZlZWVkrZadjqdqQ/o6B12km3/a2trkrTt2ZxFRUVpf59m6h8oBLv6VsGdiMfjCofDisfj2tjYUDgcVjgc1vfv3yVJJ0+eVCKRUCgU0uvXrxWLxXTlyhUVFxerqalJknThwgWVlJSovb1dsVhMExMTunXrlrq6uvJ5asA2mXo/cuSIWltb1dnZqbm5OUWjUQWDQR07dozeUXAy9V5TU6P6+vrUcvjwYUlSbW1t6iLv6tWrev/+vXp7e7W0tKSRkRHdvXtX165dy9t5Ab+SqfloNKqmpiYFAgF1dXVpZWVFKysrWl1dTY1B8ygUmXoPBAKqq6vTpUuXFIlE9PjxYw0ODioUCqm0tFQSvaMw+Xw+uVwuBYNBRSIRvX37Vj09Pfrw4YNaWlokZdc/UBDy/W8N7SIYDBpJ25aZmZnUPk+ePDF+v9/s27fPuFwu09zcbObn59PGiUQi5vjx46a0tNQcPHjQ3Lhx4y+fCZBZNr1/+/bNtLW1mf3795uKigpz7tw5E4/H08ahdxSCbHr/2czMjJFkEonEtvUNDQ2mpKTEVFdXm9HR0ZwfO/AnMjU/NDT0v9urqqrSxqF5FIJsfsYvLy+b06dPm7KyMuN2u013d7dJJpNp49A7CtHi4qIJBAKmoqLClJeXm8bGRjM5OZm2Tzb9A3bnMObfh3kAAAAAAAAANsKtggAAAAAAALAlJq4AAAAAAABgS0xcAQAAAAAAwJaYuAIAAAAAAIAtMXEFAAAAAAAAW2LiCgAAAAAAALbExBUAAAAAAABsiYkrAAAAAAAA2BITVwAAAAAAALAlJq4AAAAAAABgS0xcAQAAAAAAwJb+Afhb1m0k4p3dAAAAAElFTkSuQmCC", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "df_50m[df_50m.adm0_a3 == 'USA'].plot(figsize=(20,10))\n", + "plt.show()\n", + "india_gdf.plot(figsize=(20, 10))" ] - }, - "execution_count": 45, - "metadata": {}, - "output_type": "execute_result" }, { - "data": { - "image/png": "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", - "text/plain": [ - "
" + "cell_type": "markdown", + "metadata": { + "id": "VvpqxOjMt1LU" + }, + "source": [ + "Use 1:50m geometry for some large countries:" ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "usa = df[df['adm0_a3'] == 'USA']\n", - "usa.plot()" - ] - }, - { - "cell_type": "code", - "execution_count": 46, - "metadata": {}, - "outputs": [ + }, { - "data": { - "text/plain": [ - "" + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "pr1jqM3kt1LU", + "outputId": "7211a182-b64a-469b-fadb-af2148ec6852" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "array(['Australia', 'Brazil', 'Canada', 'United States of America',\n", + " 'China', 'India', 'Indonesia', 'Russia', 'South Africa'],\n", + " dtype=object)" + ] + }, + "execution_count": 41, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_50m['admin'].unique()" ] - }, - "execution_count": 46, - "metadata": {}, - "output_type": "execute_result" }, { - "data": { - "image/png": "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", - "text/plain": [ - "
" + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "k-KuZ8L4t1LU" + }, + "outputs": [], + "source": [ + "import pandas as pd\n", + "\n", + "df = pd.concat([df_10m[~df_10m['admin'].isin(df_50m['admin'].unique())], df_50m])" ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "def reposition(df, idx, xoff=None, yoff=None, xscale=None, yscale=None, simplify=None):\n", - " \n", - " def move_and_scale(series):\n", - " if xoff or yoff:\n", - " series = shapely.affinity.translate(series, xoff or 0, yoff or 0)\n", - " if xscale or yscale:\n", - " series = shapely.affinity.scale(series, xscale or 1, yscale or 1)\n", - " if simplify:\n", - " series = series.simplify(simplify, preserve_topology=False)\n", - " return series\n", - " \n", - " df.loc[idx, 'geometry'] = df.loc[idx, 'geometry'].apply(move_and_scale)\n", - "\n", - "\n", - "usa_copy = usa.copy()\n", - "reposition(usa_copy, usa.name == 'Hawaii', 51, 5.5)\n", - "reposition(usa_copy, usa.name == 'Alaska', 35, -34, 0.35, 0.35)\n", - "\n", - "usa_copy.plot(figsize=(8,8))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "#### China\n", - "\n", - "China claims sovereign over Taiwan. For disputed territories, we respect each country and give them what they want.\n", - "\n", - "In addition, Hong Kong and Macau should also be included in a China map." - ] - }, - { - "cell_type": "code", - "execution_count": 47, - "metadata": {}, - "outputs": [ + }, + { + "cell_type": "markdown", + "metadata": { + "id": "06nhCSvTt1LU" + }, + "source": [ + "## Adjust the Maps\n", + "\n", + "TO SUPPORT NEW COUNTRIES, ADD COUNTRY NAME BELOW" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "-4uH5XaEt1LU" + }, + "outputs": [], + "source": [ + "# Country names used in file names\n", + "countries = [\n", + " 'aland',\n", + " 'argentina',\n", + " 'australia',\n", + " 'belgium',\n", + " 'bolivia',\n", + " 'brazil',\n", + " 'bulgaria',\n", + " 'burundi',\n", + " 'canada',\n", + " 'chile',\n", + " 'china',\n", + " 'colombia',\n", + " 'costa rica',\n", + " 'cuba',\n", + " 'denmark',\n", + " 'dominican republic',\n", + " 'ecuador',\n", + " 'egypt',\n", + " 'el salvador',\n", + " 'estonia',\n", + " 'ethiopia',\n", + " 'france',\n", + " 'finland',\n", + " 'germany',\n", + " 'guatemala',\n", + " 'haiti',\n", + " 'honduras',\n", + " 'iceland',\n", + " 'india',\n", + " 'indonesia',\n", + " 'iran',\n", + " 'italy',\n", + " 'japan',\n", + " 'kazakhstan',\n", + " 'kenya',\n", + " 'korea',\n", + " 'kyrgyzstan',\n", + " 'latvia',\n", + " 'liechtenstein',\n", + " 'malaysia',\n", + " 'mexico',\n", + " 'morocco',\n", + " 'myanmar',\n", + " 'netherlands',\n", + " 'nicaragua',\n", + " 'nigeria',\n", + " 'norway',\n", + " 'panama',\n", + " 'paraguay',\n", + " 'portugal',\n", + " 'poland',\n", + " 'puerto rico',\n", + " 'russia',\n", + " 'rwanda',\n", + " 'saint barthelemy',\n", + " 'saint martin',\n", + " 'singapore',\n", + " 'slovenia',\n", + " 'spain',\n", + " 'sweden',\n", + " 'switzerland',\n", + " 'syria',\n", + " 'tajikistan',\n", + " 'tanzania',\n", + " 'thailand',\n", + " 'timorleste',\n", + " 'turkmenistan',\n", + " 'uganda',\n", + " 'uk',\n", + " 'ukraine',\n", + " 'uruguay',\n", + " 'usa',\n", + " 'uzbekistan',\n", + " 'venezuela',\n", + " 'zambia',\n", + "]\n", + "\n", + "# country name used in dataset\n", + "country_name_aliases = {\n", + " \"uk\": \"united kingdom\",\n", + " \"usa\": \"united states of america\",\n", + " \"korea\": \"south korea\",\n", + " \"timorleste\": \"east timor\",\n", + " \"tanzania\": \"united republic of tanzania\",\n", + "}\n", + "\n", + "# Make sure all country names are covered:\n", + "invalid_countries = [x for x in countries if country_name_aliases.get(x, x) not in df[\"admin\"].str.lower().unique()]\n", + "if invalid_countries:\n", + " print(f\"Following country names are not valid: {invalid_countries}\")" + ] + }, { - "data": { - "text/html": [ - "
\n", - "\n", - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
featureclascaleranklabelranksov_a3typeadminadm0_a3gu_a3nameabbrev...name_svname_trname_ukname_urname_viname_zh_xname_zhtgeometryname_zh_yiso_3166_2
0Admin-0 country04CH1CountryHong Kong S.A.R.HKGHKGHong KongH.K....HongkongHong KongГонконгہانگ کانگHồng Kông香港香港MULTIPOLYGON (((114.22983 22.55581, 114.23471 ...香港特别行政区CN-91
1Admin-0 country03TWNSovereign countryTaiwanTWNTWNTaiwanTaiwan...TaiwanÇin CumhuriyetiРеспубліка КитайتائیوانĐài Loan中华民国中華民國MULTIPOLYGON (((121.90577 24.95010, 121.83473 ...中国台湾CN-71
2Admin-0 country04CH1CountryMacao S.A.RMACMACMacaoMac....MacaoMakaoАоминьمکاؤMa Cao澳门澳門MULTIPOLYGON (((113.55860 22.16303, 113.56943 ...澳门特别行政区CN-92
\n", - "

3 rows × 51 columns

\n", - "
" + "cell_type": "markdown", + "metadata": { + "id": "7z--iQz4t1LU" + }, + "source": [ + "Preview all countries:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "tJ_WNQl8t1LU", + "outputId": "4f601ce0-26e4-4a40-c36c-8449420e9406", + "scrolled": false + }, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } ], - "text/plain": [ - " featurecla scalerank labelrank sov_a3 type \\\n", - "0 Admin-0 country 0 4 CH1 Country \n", - "1 Admin-0 country 0 3 TWN Sovereign country \n", - "2 Admin-0 country 0 4 CH1 Country \n", - "\n", - " admin adm0_a3 gu_a3 name abbrev ... name_sv \\\n", - "0 Hong Kong S.A.R. HKG HKG Hong Kong H.K. ... Hongkong \n", - "1 Taiwan TWN TWN Taiwan Taiwan ... Taiwan \n", - "2 Macao S.A.R MAC MAC Macao Mac. ... Macao \n", - "\n", - " name_tr name_uk name_ur name_vi name_zh_x \\\n", - "0 Hong Kong Гонконг ہانگ کانگ Hồng Kông 香港 \n", - "1 Çin Cumhuriyeti Республіка Китай تائیوان Đài Loan 中华民国 \n", - "2 Makao Аоминь مکاؤ Ma Cao 澳门 \n", - "\n", - " name_zht geometry name_zh_y \\\n", - "0 香港 MULTIPOLYGON (((114.22983 22.55581, 114.23471 ... 香港特别行政区 \n", - "1 中華民國 MULTIPOLYGON (((121.90577 24.95010, 121.83473 ... 中国台湾 \n", - "2 澳門 MULTIPOLYGON (((113.55860 22.16303, 113.56943 ... 澳门特别行政区 \n", - "\n", - " iso_3166_2 \n", - "0 CN-91 \n", - "1 CN-71 \n", - "2 CN-92 \n", - "\n", - "[3 rows x 51 columns]" + "source": [ + "alt_maps = dict()\n", + "\n", + "def get_gdf(country):\n", + " country_alias = country_name_aliases.get(country, country)\n", + " if country in alt_maps:\n", + " gdf = alt_maps[country]\n", + " else:\n", + " gdf = df[df[\"admin\"].str.lower() == country_alias]\n", + " return gdf.copy()\n", + "\n", + "def plot_all_countries():\n", + " plt.figure(figsize=(20, 20))\n", + "\n", + " for i, country in enumerate(countries):\n", + " # create subplot axes in a 3x3 grid\n", + " ax = plt.subplot(len(countries) // 5, 6, i + 1) # nrows, ncols, axes position\n", + " get_gdf(country).plot(ax=ax)\n", + " ax.set_title(country)\n", + " ax.set_aspect('equal', adjustable='datalim')\n", + "\n", + " plt.tight_layout()\n", + " plt.show()\n", + "\n", + "plot_all_countries()" ] - }, - "execution_count": 47, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# Chinese Special Administrative Regions\n", - "china_sars = df_admin0_10m.loc[\n", - " df_admin0_10m.name_en.isin(['Taiwan', 'Hong Kong', 'Macau']),\n", - " [x for x in df_admin0_10m.columns if x in df.columns]\n", - "]\n", - "china_sars = china_sars.merge(pd.DataFrame(\n", - " data={ \n", - " \"name_en\": [\"Taiwan\", \"Hong Kong\", \"Macau\"],\n", - " \"name_zh\": [\"中国台湾\", \"香港特别行政区\", \"澳门特别行政区\"],\n", - " \"iso_3166_2\": [\"CN-71\", \"CN-91\", \"CN-92\"],\n", - " },\n", - "), on=\"name_en\", how=\"left\")\n", - "china_sars" - ] - }, - { - "cell_type": "code", - "execution_count": 48, - "metadata": { - "scrolled": false - }, - "outputs": [ + }, { - "name": "stderr", - "output_type": "stream", - "text": [ - "C:\\Users\\bryan\\AppData\\Local\\Temp\\ipykernel_31064\\3440732423.py:2: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n", - " china_copy = china.append(china_sars)\n" - ] + "cell_type": "markdown", + "metadata": { + "id": "7Ab0_rHVt1LU" + }, + "source": [ + "### Handle countries with flying islands\n", + "\n", + "#### USA" + ] }, { - "data": { - "text/plain": [ - "" + "cell_type": "markdown", + "metadata": { + "id": "Z4y46Zuot1LU" + }, + "source": [ + "For countries with flying islands, we need to move the islands closer to the mainland." ] - }, - "execution_count": 48, - "metadata": {}, - "output_type": "execute_result" }, { - "data": { - "image/png": "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", - "text/plain": [ - "
" + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "xx8IbBKtt1LU", + "outputId": "025139d2-ba0b-43a9-e2ec-f4608e6ecad2" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 45, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "usa = df[df['adm0_a3'] == 'USA']\n", + "usa.plot()" ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "china = df[df.admin == \"China\"]\n", - "china_copy = china.append(china_sars)\n", - "china_copy[\"name_zh\"] = china_copy[\"name_zh\"].combine_first(china_copy[\"name_zh_y\"])\n", - "china_copy = china_copy.drop([\"name_zh_x\", \"name_zh_y\"], axis=1)\n", - "china_copy.plot(figsize=(12, 12))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Note [ISO-3166-2:CN](https://en.wikipedia.org/wiki/ISO_3166-2:CN) has updated subdivisions to use letters instead of numbers (e.g. `CN-91` -> `CN-HK`). We kept the numeric code for backward compatibility." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "#### Finland\n", - "\n", - "The Åland Islands (ISO country code AX) is an autonomous region of Finland, and carries the ISO-3166 code FI-01. " - ] - }, - { - "cell_type": "code", - "execution_count": 49, - "metadata": {}, - "outputs": [], - "source": [ - "finland_aland = df_admin0_10m.loc[\n", - " df_admin0_10m.name_en.isin(['Åland Islands']),\n", - " [x for x in df_admin0_10m.columns if x in df.columns]\n", - "]\n", - "finland_aland = finland_aland.merge(pd.DataFrame(\n", - " data={ \n", - " \"name_en\": [\"Åland Islands\"],\n", - " \"name_fi\": [\"Ahvenanmaan maakunta\"],\n", - " \"iso_3166_2\": [\"FI-01\"],\n", - " },\n", - "), on=\"name_en\", how=\"left\")\n" - ] - }, - { - "cell_type": "code", - "execution_count": 50, - "metadata": {}, - "outputs": [ + }, { - "name": "stderr", - "output_type": "stream", - "text": [ - "C:\\Users\\bryan\\AppData\\Local\\Temp\\ipykernel_31064\\642512976.py:2: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n", - " finland_copy = finland.append(finland_aland)\n" - ] + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "ixC6KENXt1LU", + "outputId": "8e63cb2d-d733-4a9f-caf6-ccc843f15b5d" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 46, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAApsAAAFvCAYAAAAFeQD2AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/NK7nSAAAACXBIWXMAAA9hAAAPYQGoP6dpAACfgElEQVR4nOzdd1hb59k/8O/R3ou9p20MeGCMdxyPLGcnzptmtM1ezWiTjjRv+7ZNOpImv7YZbdK0TZM2sxlN0+xtxyM2GOOFDQbM3iC0t3R+f8hgY8AgkHSOxP25Li4bjaMHIaT7PM9z3zfDsiwLQgghhBBCIkDA9QAIIYQQQkj8omCTEEIIIYREDAWbhBBCCCEkYijYJIQQQgghEUPBJiGEEEIIiRgKNgkhhBBCSMRQsEkIIYQQQiKGgk1CCCGEEBIxIq4HcKpAIICuri6o1WowDMP1cAghhBBCyClYloXVakV6ejoEgtPPXfIu2Ozq6kJWVhbXwyCEEEIIIZNob29HZmbmaW/Du2BTrVYDCA5eo9FwPBpCCCGEEHIqi8WCrKyskbjtdHgXbA4vnWs0Ggo2CSGEEEJ4bCpbHkNKEPrFL34BhmFGfRUVFY1c73K5cOeddyIhIQEqlQqbN29Gb29v6CMnhBBCCCFxIeRs9JKSEnR3d498bd++feS6e++9F++++y7eeOMNbN26FV1dXbj88svDOmBCCCGEEBI7Ql5GF4lESE1NHXO52WzGc889h1deeQUbNmwAADz//POYP38+du3ahRUrVsx8tIQQQgghJKaEPLPZ0NCA9PR05Ofn49prr0VbWxsAoLq6Gl6vF2edddbIbYuKipCdnY2vv/56wuO53W5YLJZRX4QQQgghJD6EFGwuX74cL7zwAj766CM888wzaG5uxhlnnAGr1Yqenh5IJBLodLpR90lJSUFPT8+Ex3z44Yeh1WpHvqjsESGEEEJI/AhpGX3Tpk0j/1+4cCGWL1+OnJwcvP7665DL5dMawAMPPID77rtv5PvhVHpCCCGEEBL7ZtSuUqfTYe7cuWhsbERqaio8Hg9MJtOo2/T29o67x3OYVCodKXNE5Y4IIYQQQuLLjIJNm82GpqYmpKWloby8HGKxGJ9//vnI9fX19Whra8PKlStnPFBCCCGEEBJ7QlpG/8EPfoCLLroIOTk56Orqws9//nMIhUJcffXV0Gq1uOmmm3DffffBYDBAo9Hg7rvvxsqVKykTnRBCCCFklgop2Ozo6MDVV1+NwcFBJCUlYc2aNdi1axeSkpIAAH/4wx8gEAiwefNmuN1unHvuuXj66acjMnBCCCGEEMJ/DMuyLNeDOJnFYoFWq4XZbKb9m4QQQgghPBRKvMa73uiEEEJOr8/qwn9qOpGpV2BDUTJkYiHXQyKEkAlRsEkIITGm3+rGbz6oAwBctzIHD15SyvGICCFkYjPKRieEEBJ9/sCJ3U9DDi+HIyGEkMlRsEkIITHGd1Kw2Wp0cDgSQgiZHC2jxwiPLwCGAcRCAcxOL/qtbq6HFH4sCzDMZDcCMNltCH/N3t8fAxZsGH52hgE6hpwj3x/qNMPs8EKrEM/42IQQEgkUbMYIsfDEh1S/1YWzfv8Vh6OJjBSNFL2W0wfRZdk61LSZojMgEnZ5iUo0D9i5HgYnSjM0ONRpCftx/QEWz+1oxn1nzw37sQkhJBxoGT1GMAwD5visX2GyGhW5eo5HFH6zc75rdpnNv+OmfjsEEXoCnt/eDJ5VsSOEkBEUbMaohy4pxQ/Pncf1MMJq0hV0ILgKS2LWlH7Hccrp8aMgSRWRY1vdPvz+06Pos7oicnxCCJkJWkaPIQ29Vjz2cT02FCXjqmXZKEpV48WvW9FjiZcPmClEIrM4WCGxTxfBfZVPfdGIp75oRE6CAvNS1ChMVqEgSYUlOXrkJSoj9riEEDIZCjZjxIPv1uKu9YW4dW0+SjO0AIJL63JJ/BRzns2zXrMFM8t/ydH46VsHHWgddOCTw70jl81LUeNv1y1FlkEBAKjvseL//nMIxwZskAgFMKgkWF2YiMvKMlCUSp3bCCHhRcFmjNArJPjgUA+a+myYn6bBgM2NHY0DEdsDxoU4+lHIBGb77/jkkkXRVN9rxXmPf4X5aRr0Wd1oO6VcUpfZhUOdFjy79RjOmJOIH28qQkm6lpOxEkLiDwWbUeQPsBAw05vduWfjHADBMif9Vjd0CjG6TM5Js7djy2wPRUi8E3J4dmj3+LGndWjS221rGMC2hu24bW0+Hjh/fhRGRgiJd5QgFEXNA3Ys/dVnePyzoxiwTS9ILM3QIjdRifcOdOOzI334y7fLOf0AC6f4+CnI6cTJS3XamBh6lf99RzP6rW68s68Tj31ch09qe+Dy+rkeFsxOL3z+ANfDIISEgGY2oyhRJcGg3YPHP2vAE583YGGmDucUp+DG1Xkh7b1kWRYfHurGI5cvwDv7uiAWMqPa18UsykaPf7N9z2YM/fheP4uLnto+KgFxUZYOf79uKRJU0gnvx7IsvH4WElH45jLajQ48t70ZW4/2o3nAjgydHDeszsXVy7KhlNLHGCF8x7A8K85msVig1WphNpuh0cTXRvW6HgvOe3zbmMsTVRKsm5eMDJ0ciWopklQSJKqkSFBJkaiSoNvsQo/ZhbVzkwAANrcPu48Noq7Hinf2dUItE6N6CstjfJell6P9pM4o4ynL0qGm3RSdAZGwK0pVo67HyvUwOLMsz4DKZiPXw5iRFI0U3z97HjaXZ45aVXH7/Hj6yyY8v6MZVrcPr9+2EhW5hhk9Vn2PFc9sacS7B7rHPaHWK8S4+Yx8fHtlDtQy6qBESDSFEq9RsBlFZqcXix78ZNr3v3JpJpRSEfa1m/D2d1bjwXdrsX5eEhJUUnz3tX1o7LOFcbTRl22Qo81IwWY8m+3BZm6CAi2D8dHLvDBZhetW5iBFI8PBTjP+vbcTnaYTf79SkQAGpQQeXwAqmQhqmQgOtx+9Fhfu31SEb6/MHfe4LMtiT+sQ/rylCZ/X9U1pLFq5GDetycN1q3KhlVPQSUg0ULDJY2t++8WovsbT9dYdqyAWMvjtR3W4ojwThzoteG57cxhGyJ0cgxytkwSb8TAzNJvNT1PjSPfsDTYBYG6KCkd7Y/vEcKakIgHOLk6B2emF2xtAgkqCvEQlGvtsONJjQfsk7wMTUctEuGF1Hm5anUe94gmJMAo2eez1qnb86K0DMz7OxqJkrJuXhIsWpWN/uwnXPV8VhtFxK8egQKtx8lmf8hx9XGwbmI2K09Q4PMuDzYpcPapa6PV7smS1FEN2D7xh2nuukopw/apc3LQmD3qlJCzHJISMFkq8RtnoUXZlRRZ+u3nBjBIF5GIhluUZ8LftzbA4fXilsi18A+TQVJ+T6tYhFKepIzsYEiExlCETIf3WeCpXFh45CYqwBZpAcF/7H79sxJrffoHfflSHwWlW/yCEhAcFmxz4RkU2LlucMa37rilMxKu3rsDfdzTjwgXpSNPKIIilFNcw6bW4kaiiGYtYMwtfqmO0DDqwMIMKpg9L18oitlJh9/jxzJYmnPHol3j4gyPTLjlHCJkZCjY5cvu6gpDvk6KR4t6z5+DBd2thcfoglwiwp3UIVpcvAiOMvlCK3Q/aPchPUkVwNIREEAXdI9K0ckS6cpvD48ezXx3Dmt9+gV+9dxh9VtfkdyKEhA0FmxwpTFJBIwutPtxNa/Jw3d+rUNNmgp9lUZFrQFGqeqRX+mzDs+3GZApoZjPoaO/s3rc6LNugQHVb9PavurwB/G17M8747Zf4xX9r0WuhoJOQaKBgkyMCAYNFWbop3/6ysgz8e28nbO7gLKbHF3zTrG4diptSH6HGIW4vdRGJNbHUQSeShBR1AwAMCm62wrh9AbywswVrH/0Sv37/MO3pJFFnd/vwZX0fzE4v10OJCgo2ObSmMHHKty3L1qEsWw/1Sd0y7G4fdh0bhHeWtm473G3G8jwDzZbFFJqNBgCn1w+paHa/cPOTlNjXYeJ0DG5fAH/d1owzHv0Sj31cB7NjdnzwE24FAiy+//p+3PB8FW54vnLC25kdXrh93LeIDQfq88Whqyqy8cTnDXB4Jn8x/eydWgDAlRWZEDIMZGIhEpQSCAQM/rylKdJDjYpQg0ZfANjdbERJugYurx9N/fbIDIyEDc1sBgVYQCuXoC+OM9NFAmBJtgEsWDDMid98gGXBsuBFn/VhDo8ff/qyCf/c2Yqbz8jHjWtyqSMRiZg/fHYUH9X2AAie8LAsO5Kz4PUHUNdtxbbGfjzzZROkYgF+cXEJLlyYzuWQZ4yCTQ5pFWJcVpaBl3dPrXRRklqKdXOSsCBTiyyDEn/bdgy/ev9IhEfJf7VdFgDAslwDKluo4DuvUaw5QiqO34WlBRkaGO3eCf8e+VrY3ur24Q+fHcXzO5tx29oCXLcqBwoJfUyS8PnwYDee+qJx5PvaLgvueGkv1s1Lwt62Ibx3oHvUBJTVDdz1Sg1q2kx4YFMRRMLYfN+gvyKOlefopxxsJigl+PqYEdsaB1Ccrh31go0HM10Or2wxUsFsnqNY8wSpSMj1EMIuQydDgkqKAx3m096O7+XaTA4vfvtRHZ7bfgzfWVeIa5ZnQyaOv98Xia66Hgu+/8b+MZd/VNszMtM5kee2N6Ohz4anri6LyTyN2AyR40hOggJnzk2CbAqzHHU9Vry4qxWvVrbj//5zKP42FodhO19VyxAWZc3O7HwSW+Jpz6ZcLMCyPAP6rO5JA82SdA3qemIjG3/A5sFD7x3Guse24KVdrfD4Zuf+eDJzQ3YPbv1n9ZS2zU3kq6P9+E9NZxhHFT0UbHKsJF2LJ68uw1t3rEJJevy15wxJmGY76rotWDBLy0HxHc8ntKJKJY292YnxLMnWQSkVobLZCK9/8jNGN4/2ak5Vj8WFn/7nEDb8bgve2NMO3yxNyiTT4/MHcOcre9E2hXbMk4nVhGAKNjkmEwvx3/1duOrZXSN7D2ercAUibh+L5n5bTC41xD+KNofF+ixZWZYOuQkK7G0zYcDmmdJ9FmZq0RjDiXwdQ0788M0D+L93DnE9FBJDfv3BEexsGgzLsQIxWl+agk0esDi9sLrjowvQTIQzDLF5/FBJRUhUSSAWUoDDF/SbOEEcQxv9RQIgN0EBAROcycwyyFHTbkLLYGgzNZY42frz6eFeBCLd9ojEhdf3tOP5HS1hO54vRl93sfNuF8duP7MAf/32UugUs3smLtxlcTpNTgzZPVh8vHi+QSmGVEQvecIPsTJDoZIKUZqhQ8ugA2KhAHvbTGg3OkM+zpJsXcjBKV8N2Dw40Hn6vamE9Fld+Onb4Z0Fj9WTHPrk5QGvP4Cz5ifTns0IFPz2s8GkIamIgdHuxbxUddgfg0wd7dk8weiY2tIz10rStdjXbgIQrAk4Xb2W+Kop+uTnDTG7f45ER22XBZ4wv0ZoZpNMW5/FjdouCy/rzkVTJAMRt4+FWipE80Ds7hcj8eVYvx2KOK61eSqZWDCyyhAPvqjrw3dfq4HPH0Bjnw1//eoYbv3nHryzLzazhUn41Ueg6kKszmxSnU2euOuVveiP424iU+GbQibrTCSqZRRscow6CI1WkqGdNXVhm/rtEAkYpGml6DbHx3vdBwd7cKx/O5oH7COzvmcXp3A8KsIHgQCLbQ39YT8uzWySaXP5/HGzl2km5JLIFk1OVEkienxCQlXXbYV+Fu3V9gVYJKpkyE1QcD2UsKnrsY7aXrC3bXacPJDTe+SjOuxoDE8G+sliNdikmU0e0MnFeO/u1ahpM6EwWY1+mxudQ05Utw7hsyO9XA8valzeyO5/ckf4+GQKaGJzFKvbh6U5euxpnT0BysHjiTVqqQh5iUrIJUIY7R4c67chwosbUdFKEwez3sEOM/7y1bGIHNtPwSaZrmSNDNsaBtBhcqLb7ILJ6cWXdX1YX5SEH5w7F1/W9YNhgjXeeswurocbMQ19NqSopeiNwHYCkQDotsTvc0dIrLG6faMyumViAeYlqqCSiWBz+VDfY4nJ4HPXsUEc7rKgeNYnfM5eH0/SenImYrWhAAWbPFGQrBrTM/WV3e2jvhcJgAUZGhzsjN/i7xZXZOrw+QLxU+MvltHE5ljhzlYNt0jvpR7m8gZwuPvEe1uqRoYsgxx7W4diKugMsMCP3tqPu9YXYnezEfvaTajINeBH586DKIZqq5Lp29NqjNix/TFSMu1UFGzyhHMK/VJ9AWDQ7oFIwPBm30ZxmgYq6ei9lixOBBXB/zNgwY4JNFgAzCkp6AIAu5oj84eam6iMSHYgITPB1wB8UaYWDo8f1RztQeyxuNBjccGglCBJJYVaJoKAAcAARrsHjX38TfY71GnB7S/tHfm+ps0ErVyMO9cXcjgqEi19ESzzFa2Tv3CjYJMnXFPsF9xlcmFRphb7O6JbUFgrFyM3UQGpUAiPPwCvP4ABq3vUTEQ4aGQi5CYoIpIwpYxwAhKZnFwiRHFafC4vTrd0l0bGrwShHIMcMrEo6u8xEzHaPTDax9Yk1SvESNPKcLib/yeQQgGDc0tSuR4GiQKWZaGJYKvkAVtsVnKgYJMnQpmpFAqiMxdSlKqGWiZCt9mFjiEn9rdH/sPH4vIhwAIVufqwloSZk6yK6/2uscLp8Yf9BCXWVeTquR7CCAETrEnbauR/ADfk8GJuSmw0aTh7fgoKk1VcD4NEwXPbm0eaIESCVBSbkya0gYQnEkIoy3Ok2wLRFAJOuViIZLUUBqUEskmKRwsYIFktRUm6BsvzDMhLVKKux4qqliF0DIXemm4mbG4fqlqGsDQnfB/CeoUYXRRsco+va8YcKcvWoZpHmegVuQb0xFAi3e5mIzJ08rC+V0TCR7U9uOmFKjT2ze7GHfHO6vLiT182RvQxYrULHs1s8kSSSjrl2zq9AVTk6nG4ywL7KXs9lRIhSjO0aBmwo9fqhvOk5fk0rRQZOgUsLi+UUhEkQgFsbh8GrG7029zoswa/+GJP6xAKk5Ro7J/53qxTN1UzDFCeo4fDTTNt0USx5gnL8wzYHaH9ydOhV4h5NZ6p6jQ50WlyRmz7Tbh8XteHLUf7cVVFFr531lwkqaf+nk/4b0t9H37y9iEMOSKbiPq3bcfgD7C4Y10BZOLYmeWkYJMn1LLQfhXDS8xSEYMktQw6uRgChkHzoH3CD4xuszvmOndYXL6wHCfAAjqFGCaHF6kaGZI1Uuw5/hwWpapRR4lDUUHB5glmnlVHsLt9qMjVY1+7Cd4YTEKYbPWGD/wBFi/vbsN/ajpx25kFuPmMPCgk9DEc67462o+b/7EnKom7FpcPT3zegGe2NCFRJcFXP1ofE1UO+D/CWeJg5/T2Q7p9LDqGnDjUZcGBTjOsYQrO+KAgSRm2mdaaNhNYlsWyPANsbi8OnJT8wLcEjXgWeyFM5FicXl71Rvf4WVS1DKEsi99L0uORi4XoNI2//C9gALlYALlYAKmIH6c7do8fv//0KNY9tgX/qmqL2ULdJGhH40DUK8R4/AFsLs+MiUAToGCTNyQx8oKJJl2YM/rMTh8qm42wuUdvPeg08XfpjcSvLrMLyRoZyrJ1XA9llP4YzHYtSlPD4/OP25J2YaYWTm8ATm8Abh+LRZlaZOjkHIxyrD6rG/e/dRAXPbUd1RGszUgi5/0D3Zx1ANt9LHZeMzOKcB555BEwDIPvfe97I5etW7cODMOM+rr99ttnOs64x6e9knyQk6BAdZspKo/VaXJRpijhRMugAzVtJizPM3A9lBFJISQr8kVNmwluH4v8xNF/x4uytNh3ShWN/R1m9FhcqMjVQ8eTvvSHuy3Y/MzX2B/BLGYycza3D4EAC4vTg1/8txZHui343Sf1nCX5KaWzYM9mVVUVnn32WSxcuHDMdbfccgseeuihke8VCsV0H2bWaB3kb4FiLujkYrRG8fG8vgAkIgE8Pn53c4l1DO3aHBeftr80hSEhjyt1vSeS/ZblGVAzQUF6fyC4ZUApEaIoVYW6Hn5kide0DWFRlo7rYZBxWFxeXPrHHbC4vFBIRGgzOvCvqvZRSbjR1j7kxIDNDaVEBJlYMKZJCp9Ma2bTZrPh2muvxV//+lfo9WP39ygUCqSmpo58aTTxWcQ5nJoHaCl3WF6iMuoFpVuNDizO1EX1MWcl/r4XkuMEUarjGwlFqcHPmpJ0DSqbjZMmOpVkaHkTaAKI61bEse7Fr1txbMCOAZsH7UPBz2suA00AaOyz4aq/7MLax77E7S9VczqWyUwr2LzzzjtxwQUX4Kyzzhr3+pdffhmJiYkoLS3FAw88AIdj4kDK7XbDYrGM+pqNaGbzBIOSm2W8yhYjynler4+QSDIoJOiP4S09lc1GGJQS2N2nnykWMMCSbB0qeVbqqbaLH12byGj+AItXdreNfM+ywaQzPmjss6Hf6sZnR/qm3ImQCyEvo7/22mvYu3cvqqqqxr3+mmuuQU5ODtLT03HgwAHcf//9qK+vx7///e9xb//www/jwQcfDHUYcYfP9eGiSS4RYh9HvZiByHVnSlJJoZFTiRNjDCafzCZGhwcKiRAOD38/tCYzUXvLk1Xk8qvG6bDGPhvcPn/MdomJBJvbh9er2vFxbQ9sbt9IQDUyZ81i9PfDFx+vrZyikaLH4sYppZbBHr/H8OWnXn+ydJ0MnabRzU0UEhGc3tO/zqJJJGDg9Ph5W3szpE+/9vZ2fPe738Wnn34KmUw27m1uvfXWkf8vWLAAaWlp2LhxI5qamlBQUDDm9g888ADuu+++ke8tFguysrJCGVbMs7q8MdvvNNzmJKtGlSWKtkCEyleIRUxM74ULF75kAZPxMQC8/vjetzw/Tc3LQBMIti1u7LOhJF3L9VA4x7Is/vl1K37/6dEZ1aRVSIRoneFkznh1sBUSIfi0ICkWClDVYsTZxSm83LsZ0jxwdXU1+vr6sGTJEohEIohEImzduhVPPvkkRCIR/P6xZ8PLly8HADQ2jt/CSSqVQqPRjPqabdqMNKsJBJe2zA5uzxT3tA5hUaYWy/MM45ZRmS7+/elzg54HfkvXyWOyoHsool0PMVRHuqnBxIDNjRteqMLP/1s74+YHM61hKhIw427LkPJsBtHm9uH1PR2nnaHlUkgzmxs3bsTBgwdHXXbDDTegqKgI999/P4TCsU/+vn37AABpaWnTH2WcEwn4sfeDa3xZ2hpOTipIUmLANv3gtzxHD6GA4d2+MEIm0m12ojhNjcNxGvAkq6Vo6OVPQtB4jszy9rmNfTZc/3wlOoack994Cmaa8CYUMOgxj20YIBXx43O7KFUNq8uH5fkGPLp5IW8T/EIKNtVqNUpLS0ddplQqkZCQgNLSUjQ1NeGVV17B+eefj4SEBBw4cAD33nsv1q5dO26JJBIUC23WIm1OsgpVLfwKypr67chLVEyrUkCGXj5Se21eqho2F79aE3KGn++D5LgAG5xZW5ZnwLF+24xOtvgoN1HB+5rGsznYrGw24pZ/7glrK1f5DGcg3b4AFmRoxlQKEHM8SbRuXhJ+cM48lKRreLlsfqqwZixIJBJ89tlnePzxx2G325GVlYXNmzfjpz/9aTgfJu50TdBmbTbxBVjwcXUrSSUdN9gUCxksztIhwLIQMgKwYIN/8CzgCwQgYBh0Hj8zN9k9SNfJJ2ynN5sIYuBNcbZjgZHZ+OI0DY4N2ODyxsc+zqFJEof44Ei3BSzLxkQAEU7vHejCfa/vD3ut48Ew5EOMl3AmFIb39yMWMlhTmIgv6/tHXZ5tUKB9yAGWBRKUErx/zxk41h/c16vlSVOCqZhxsLlly5aR/2dlZWHr1q0zPeSsM9uzlIvTNDjM07P5lkEH0nUyJCglaDM6IBUJkaiSIsAGi0JPRa/VDepGOoyHZxRkQoe7LchNUCBJLcWhLgucMZylnqqRoaGPRxkdExhyeNFrcSNVO34Sbjz67HAv7n61JiL7DVuNTqRopOi1hB50Dk8qjPdeH87V6hSNFA9fvgB1PdaRYPN3/7MIDb1WXLE0C7VdZvzyvcN4+PKFSNXKYvK1MbujHJ7YG6W2jHzF520EfVY3RALA7vbB7PQB8E1rGW62zVKQ+NEy6EDLoAMpain0cjG6xtm/FguyExToscTG2I90W2IyoAhVY58NT3zegPcPdEU0scXhDu0kSSERojBZBZPDM+GkQjhXaRZl6rChKAXvHeiGUMBgbooaKwsS8L9vH0RNuwmv3LICCzN1yEtUhu0xo42/n/KzyK5jg1wPgVMHO81YnmfA3BR+9if3BXA80CQzRSF37Oq1uuH2BThrujBT4VhOjRa+rvSE0wcHu3Hu41/h3f1dEd9C5Q8xkpWJhTjQYUabceIkJTaMqzTnLwgmUP/+ysX46kfrcPb8ZDAMcEV5Jp66pgxCARPTgSZAwSYvDPB8w3qkef0sdjcbcbTXhsLk2P6DIpOhcDOWDdo9yNTLIeFJJu5UpWtlMVXnNt6ThN6s7sAP3tg/47JEU1GerQ+pSYFWLp60KQAABMK0tTTboMCFC09U6/m0thf3nTMPaVo5fn3ZAiSr42OGO7beMeIUFXQPUklF6KYkmrhGuwli34EOM5JVUpRn6yPWcSvcMg0KrocQkngNNlmWxZ++bMQP3tgftS5V5hArgUx1+0Kos6UTWZqjh+ikTf3Xr84Ly3H5hvZs8oDJQWVxACDAsjHdJo+Q2aLD5ESHyYlktRQZejlqeL7v3OmJrW0wzQN2uLz8bT04Xc9tb8ZjH9dH9TFDTWrTTjFh1zeD5gcCBkjTypFtUOCnFxZP+zixhIJNHnB6KcACgq0MG/r4XXCZzAwlSsWXPqsbfVY3KnL1U67OwIVwFQiPlgALHO21YmGmjuuhhM2hTjN++1Fd1B83WSMd09d8IkIBg86hqa2uuX1T/9wWMMCCTB1K0zUYcnhwyxn5KMvWT/n+8YCCTY6xLEvB5nF6RWwmHhAy21ld/J05TFZLeV/IfTxHui1xE2x6/QH88M0DnLRClYRQd64sS4c9rVM7aXJPoR7osjwDOowOSEQC/PKSEuQkKKGRiWblSTcFmxxz+wK87WUabU4vfz+wCCETazeG3mUrWtJ08hgNNuOnZehz25s524c61c9XhUSIbvPUZ8AnW57/vwuLcePqXLQZHXB4/JifppnyseMRBZsca6Rl41mBzieCZt/5/Oxg9/ghFQmmNNsTbbIYy5wfdrgrPpKEWgft+MOnRzl7fD87tdfkggwtdjdPvWXy6YLNVQUJuGlNMNEnJ4EqrAAUbHLuL18d43oIhETNLFw9mjX0Cgkvi6YHYnTp6EgPN20rWZbFVw0DePHrFjT12+H2+uE9XqKIQfBvWMAwx/9/YmwCAcCAAcOcOKkMsIDZ6eX0JIRlgfIcPapPszwuEjAhT/zYT5N05vT64fMHRmWZz3YUbHLI4fHho9oerofBG7NxHwshBUlKJCglWJoTWsJAuP5cWHb6xxoO4xgEq2r08HAyLlz1EKNtWa4hqu+JLq8f7+zrxHPbm3G0N35W3Pa2mVCUqj7tbfISlSEnpwbYYOLPqaVCsw0K/PXbSynQPAUFmxzqs7iRrpWhZZC/+50ICSc6nxhLJ5dgW+MA18OYsfIQg+VoidWZzRuiXG+xy+TE/759KCqF1qNtsrhPIZ1eiSmJUADXSbO26VoZXr55ORJV0mkdL55R6M2RQIDFd/+1jwLNk8Xfexwhk2roi49EkIY+K+ZNMoPEhVgMNuemqLC6MCGqj5mfpMJlZRlRfcxomayPeSgZ6ydbkKkd+b9IwOClm5cjK8YaCEQLBZscqeuxYn+7iethEBJdsfe5H3GpWhliNIdlFIvTB5WUf4tlsdZaEwjOanKxrWhNYWLUHzMaJgs2A9OczT3YaUamTg4AuHhROvKTVNM6zmwQe3+FcWJnU+wvmxESMlpHH+Nory1uCjw3D/Cv//hkgQbf6BRiXLqYmxlGDw+rCYTDZF1VjdPs4ufyBpCul0PAADefkT+tY8wWFGxyZEcc7NEiJFSx9bEfPbEWEE3E7uZfrdxY24N4xZJMyCXctKnk4zaIcJjs76vLNP3tbAc7zfjzN8tRnD6762hOhn9rHrOA2eHFrmNTr+c1W8TJ5y05jTStDDqFmOthhA0LoLp1aMaNGQZtsVd0fDx6pQQ9Zn6VP4q1Dm0Ls3ScPXZphhZnzEnEtoY4mww5zYdLSboGtTOoaSoXC3HW/JRp33+2oGCTA//d3xlzb4DREFvzD2Q6eiyuuCqrAgCFSUr42dFLyGIhgwSlFCIhA5GAgdnpxdAES3V6hRjHeLj8PB1pWhnvgk2ra3pLpFxZmKGd/EYRIhQw+MM3FmPprz7jbAyRcLpl9OkmBwkYIFOvwJlzkyCYbJ2eULDJhQMdZq6HQKIsBhNiI4KJw4X0xn47GASDBKlYgCGHF839tjEFzrP0cigkItT3js4+n5OiRmUInUv4zOfn356/fpuH6yFMmUYmQk4Cd9nMHUMO3Pf6fs4eP1JOl2wlnkawWZalg9HuRqvRgQUcnhzEEgo2OXDVsiy8Ud3B9TAIIWHCAjjQefqTyPahYN/lwmQlDAoJmvrtGLR7YHHG1szb6RzstKA8R49Ok5M3M5xOjx8qqRA2N/9Xk5ZGuZD7sPoeK/627RjerumEL8b2uE4Jy2Jxlg5CBmAEJ7ofMQju51yaowPAgGWBAFgEAix8ARb+4//6/IGRLkoZWjkqW06cHH5yuAdXVmRx8VPFFAo2OVCeY8CqggTsbBrkeiiERFkcfpCFqLHPDsAOiZBBRa4ezQN2CBnAHydPzXBbwPlpavRaXDDauQ+mE5QS2NxOrocxqauiGLQMt6X827Zj8bdH8xReP4t9YSo12Dk0+nX02ZE+3PB8JX54bhElCZ0GBZscWZ5Hweap4m+BlZyKksBO8PhZ7G0dQlGaBpl6Ofa1x9f2miPdVlTk6mG0T9yTOlrUcjEA/gabEqEAv7qsFOeUpEb8sYbbUv5tW3PILRpjkUjARLRxwlUVWbhjXQFyEpQRe4x4QMEmRxxe/pUIIYREl58FarssyNDKoJIIYfPwf6k3FIc7zZiTpMSg3QuGCZ5sCBgm+H8ElzKDuRXMievAjiwlD1/PMADY40ufTHDvL8OwI/cb/p5B8MYjxwjeZNJ2hVySiQX4xw3LsDw/sh2DBmxuvPh1K17a1QqhgEGfNT4qIExmbooah7unn21+OuvmJeHhyxdwsvUh1lCwyRFHDOwfIiT86E15PJ1mFypy9ahq4X4WMJzs3gAG7R4kqqWcViFI18k4e+zTSdXI8NsrFkYs0HT7/DjcZcGrlW34z76ukaLtSbOod7dymn3PJzM3RYXHv7GYAs0pomCTI8nq2fPHTgiZXLx+ZBkdXk5Lw6gkQnSZ+JGsdLJ7z5qL29flQyoKTzBkcXlxuMuCw10W1HZZcKzfhoOd5vhM+AlBx9D0C7afTn6iCoe7LViSrYdMzE0R/lhCwSZHynPioz0dISQ8eizxu6w5YPOgIlePfe0meKOcCZWVoMCR7sjt2ZuOvEQl7tlYOKNZsbZBB97Z14nD3cHgss04OqhSSUUTBpqzZTIu26AY87yEy0e1PfiotgcJSglevmU5ilIpOeh0KNjkSFm2HhqZCBYX7d0cNlveAAkZT5vRgZJ0NWq7+BUYhUtVyxDyE5Xot7lhjeL7nlrGv4+5pTn6aQeaNrcPT3/ZiL9ta4bnNHVN6e0USNXKIhZsDhu0e/D/Pj6Kv123dOQynz8Au9sPbRx1S5sp/v0VzhJyiRB/unYJrn++KuZ69xIyXXRCcXo9Zjc0chEszvg8CT02YMfSHD32tEZvb6qPhzWlpvOWHwiweHNvBx77uB79syS5Z6akQgGW5RqA4wlpLFiwbLAUktcfgEQoAAsgwAYvZ1kWATZ4u0AAMDs9CLDBbkFCAYMuk2vc4m2f1/ViwOZG4vG9sFaXDy/uasXcFDXOK418hYFYQMEmh86Yk4TzS1PxUW0PAP6diZZl61HTFr0PhdouCySimaWNsiG06hEwDAIRbu0zPHshEvLtt8uNeOwgFE6Ddg+W5RnipqPQePxRbqfVy8PtCYM2NwIBdsp7WatajHjo3cM4OEnjgKkacngmfK8db0TjnSSe9m953NtP7bLg4zGYk6JCTZtp4seYAo8/MKoAe6jmpahHdfxKVkvHzeIXMgz+U9OJm8/IBwDolRLcs3EO7nx5L+amqJCfpJr2GOIFBZscc3oDUd/DFApP1McWvccTMOy0ZhhCE3wAPs6ucIOeh8mYJ+ihHg8YAB1D0at3qZII0WniV33Nsmwddjcb8VpVO65Znn3a23YMOfDIh3V470B3WMcQ/Mzh999iTZsJ5Tl6dJkc6DZP74Rhpuc1pwbZuQnKcYNNX4DFbz44gquXZUMpPRFW/eDceahsHqRgExRscq6LZ2+EJFL4/cYeLbSMPrn6XisKk1VojMOC28vyDNgd4VlbIQNkGYL9xZPUUgwc740eyqrHySa6V5/FDad36iXsRILgatFweaufvXMIrUY77tkwZ1SAAgAOjw9/3tKEZ786BrePf/3mo6W6dQgl6ZppB5szXbk69f0qVSuDWMCMtK4c/VjAH79sxN0bCiETCVHTbsIzWxqRl0jF3gEKNjn35NWLcdbvv+J6GIRECUWbU6GIw1IqWXp5xANNADAopWgZDCaFDP8bCevmJcHp8Y/s9wuwLPzs8X7a/hM9tT3+ADy+ABwe/6g6qr4Ai2e3HsPbeztx79lzsTBTCyDYeemxj+t4ufzPBbNz+jP93tMkUE3FqVsFLluSgeV5Bjz+ecPIvlmVVIQryjPxws4WPLOlCc9ta4ZGLoLD48ecFDVWFybOaAzxgoJNjhUmq7E4Sxe2vq2EkNgX6b3EXEhWy9AehSX0aM2e91pcYSmp1Gd144F/HwzDiOKT0e6BSABMZ4J3prPCJ7+W1hQmYnVBIv7yVdNIoDk/TYNnrl0CAHhhZwsKkpS49+y5WJChRZZewWl9Wb6hYJMHlucZKNgkswK99U7NeMt0sSo3QQGlVITqKCYbRkMcng/wksPjx7I8PSqbQ3/9OMPY/jVZLcVfvmqCP8DirPkpuKwsAxvnJ0MmFmLQ5sabt6/Ekmw9BZgToGCTB+anUTFYQsgJ9T1WLMs1zCiTlisykQDF6RqIhQL0W904NmCP6uNH66Oegs3oqWwewsJMLRgA+zumnpHvmGGw6TppT255jh4rCxKQqpVBIRkdOlW3DuFItxULMrWQCuJvC0w4ULDJAzZ3fNbUI+RU9PkcghicIBELGOiVEuydYcmaWMDSqzmqDnSYkaqRhnQSZnF5Qn6cRJUE+YkqaOViGB0eXL8qCSsLEnBOccq4hfh3Ng3g/YPdWJChhcsbGNV+9IOD3dhUmkr900HBJi9EY9M8IXxA77lTV98Te52EshMUaOqP7kzmqaL1GqOZzegyKCWwu32obDFiTooKLIsxFRvEQmZUKcF0nQLNp8ysX1WRBYNSAhaAVCSATCzEyvwEKCRCyMRCZOrlIQWHqwoSsapgdBKQP8Di3f1deO9AN5blGUaKvc9mFGzywO5jg1wPgRDCMx5fAClqKXpjqFtMx5ADWQY52o3clXSLWrAZnYchxxUkKUey+Rt6g0FmeY4OLQMODNqDM5iXLM7Am9UdAIDiNM1IJrtCIsQV5Zm4YEEalucnjHt8nz8AkXBmTUWGCQUMLi3LwKVlGWE5XjygYJMHTDMo7UBITKFP6Clzev0oSlPHVLDp9rFQS7n+WIlOtDndup0kdGXZulFlo4ZVt5ogFwuwPM+AmnYTAscT65bm6rGnZQgamQj3bJyDG1blQq+UjHtsrz+AF3a0YHVhIorTT+RPhNLhiUyO63cFguBUvmcWF+7lCsMwUVsLc3oDKM/RheVY0WizGSlKqWhazwPLjq555wsEQkoUiFViQXhmWqJp0Bb6PrlwomX0+FKRq0d168SZ6E5vALubjUjVSEfaAh/tseLu9YW49cx8qGXiMffx+ALotbjQ0GfF2zVduG5lDj481I27Xt2LK5dmYVVBAkrTtRH7mWYjCjY51mVyUoLQLGByeFHdagrLsZbnGcY9y59NUjSzYw9ULO5xzU5QcDobG62nLFZP+GINwzBTaivcY3HD7Q2AYYCfXliMdK0c/6pqx8FOM7INCnQOObH1aD9MTi/8Jx3w1rX5uO/1/cjQyfHQxaVYXZhACT0RQMEmx96u6aQzZEJIXBAy0e19Pr4oLaNH5VFIYIo1Z9VSEQQC4MfnFeHrpkG8u78Lvknum6CUQChg8OYdK5GsloVjuGQCFGxyyOLyxmTGKSEkOvwxVty9PIf72qBUZzN+FCQpsa99aqs431mXj1ajEw9/WHfa22UbFLi0LAPnFKdgXqoa4jAlBZHTo2CTQy/vasPHtT1cD2NC9GZK+Gq2vDZjKdhckq3DnlYelHGL2p5N/v5uFGIB4mHuVS0TT9qmUiRgcPeGQiSpZXh66zEUp2lwuNsCIJgVPj9NjbkpamhkYly8OB1lWTpaJucABZsc+vRwz4x7txJC4ldNuwlnzk1Ev3U46YYd2b/GssHC4sF/gxcEhi9ngyXHJ/p/gD1xP5YNHvPk2w1ff+J2J24TYAGtXASvLwCr2w8GwLxUNW8KuUdtZjNKjxOqBKXkeMIpX0c4dYN2NxJVEgycJunssrIMvHugG7+6tBQv3rQc3SYnvAEWKWopFmRqx3T7Idyg3wJHBm1u3rw5E0L4q8/qxpFufm23Mdq9SNfKoJGL4fIGUMen7UBRijb5miA0aPcgTSuD1RX7JfXajU7MS1WfNtgsTFHhwUtKRoLKxVm6KI2OhII2K3BEJqb+qYSQyR3ttUHMw3p/XWYXxEIBshPkXA9lFNqzibjqWFPfY8WyPMOE1z/8QR3OffwrXPTUdnj9tFLIVzMKNh955BEwDIPvfe97I5e5XC7ceeedSEhIgEqlwubNm9Hb2zvTccYdpVSEdC1lvxFCTs8fYFGWreN6GONqGXTA7OBX6TYKNjHSOSdeVDYbUZGrn/D6dqMTBzvN6I+hBgizzbSDzaqqKjz77LNYuHDhqMvvvfdevPvuu3jjjTewdetWdHV14fLLL5/xQOPRtStyuB7CrMa/uSJCxlfZMoSlORN/2HJFrxDj2AC3vdDHis5fNl+X0dO0UrQZHXH3/rav3YSCJOWE16ukIiSp42dGN95MK9i02Wy49tpr8de//hV6/Yk3QLPZjOeeew6///3vsWHDBpSXl+P555/Hzp07sWvXrrANOl7cub4QP7+omOthEEJiwJ7WIegUY7uhcEnJeWvKsWZ7B6Esw8QBWSzz+lkkKCcOJlcVJFAZIx6b1m/mzjvvxAUXXICzzjpr1OXV1dXwer2jLi8qKkJ2dja+/vrrcY/ldrthsVhGfc0mN6zOw08vmM/1MAghMWBuiprrIYzi8PBrCT2a+Dqz2THk4HoIYZell2Neiuq0NVxP7mtO+Cfk09LXXnsNe/fuRVVV1Zjrenp6IJFIoNPpRl2ekpKCnp7x60k+/PDDePDBB0MdRly5aU0eatpMeP9gN9dDISQ2sCzmp/Ir8Io0FoDF6UVFjh5Vp+kVHU1Guxd6hRhDDv7sEYxWDUU+hprz09S8q1wwU2XZOtR2muHxT/yMp2tl1Muc50IKNtvb2/Hd734Xn376KWSy8CS3PPDAA7jvvvtGvrdYLMjKygrLsWMFwzB4ZPMCHOm28HD/EyE8xDA4wqdyO1FWkq4GwEAsZLCv3czpWHISlBhymDgdAxf4WHA/nmpK5icqsSzPgIMdpw80AeCChWlIpYRbXgtpGb26uhp9fX1YsmQJRCIRRCIRtm7diieffBIikQgpKSnweDwwmUyj7tfb24vU1NRxjymVSqHRaEZ9zUZqmRg/3lTE9TAIiQk8XcGMmtouK2q7LNjXbkaGjtvSQ3xLRIleNjq/XoQCBjjaG7snYJl6OXITFEhQSnDj6lywYPFaVTtquyffWrc4S4/sBEUURkmmK6TToI0bN+LgwYOjLrvhhhtQVFSE+++/H1lZWRCLxfj888+xefNmAEB9fT3a2tqwcuXK8I06Tq0vSoZCIoTD4+d6KITwGsvLRczoq8jVc75suq/DhIUZWhzo5HaGddhsTRDKS1Siqf/Eytj8dA2YSUJvsZCBd5JZw5MxTOR+brPTg7oeG5bl6vHJ4V50DDmndD+pSICCJCU0Mn4lz5HRQgo21Wo1SktLR12mVCqRkJAwcvlNN92E++67DwaDARqNBnfffTdWrlyJFStWhG/UcUosFKA8R49tDQNcD4UQXuPbBz0XchMUqG4dAteruSwL1PVaUZSq5lcnoQjjW4JQoko6KtisbJ58X+/pfmdZejnajwd8BUlKGJQS1HdbEWCD9+u1utBunFpAOBV5icEs+m+tzMHdr+6b8v2+uSIHUmqSwnth3+Dxhz/8AQKBAJs3b4bb7ca5556Lp59+OtwPE7eS4qjzAyEkcvRKCVoG+ZF57PEF0DroQEm6BrVd3FYUidbMJp961VTk6k+bqT0R4QSdqZZk69Ax5MSyPD3cvgAGrB5UtZwIXve0DiFJLUWyWoq+GRRS/8bSLPhZFv/e2wGpKDiW1hBe0zevycNVy7JHAlXCXzMONrds2TLqe5lMhj/96U/405/+NNNDz0pTXTogZDbj15wSNw52mLAwU4sDHfxYvnZ6/Tjaa0VZlhY1XCYtRenFEeB6ShnBZfDFWbpRgWAoTg7MBQxQkWsAywJVrUawLEYFkqlaGXrMrpHv+61uLMszTCvYHF6+3zA/GSzL4oOD3SM1MlM0MqikItjcpy+rpZAI8f1z5kEuoVnNWEAVUHmEZVkcnsJmaEJmPe4/5znnCwD1PRak6/iThev1s9jXYcbiTB1nY1DLo7N3j6tldLVMhGV5BlTk6pGmlU870AQAwfE9nWIBgwUZWuxuNqKyxTjuNhW5WIilOXqIhSci1PoeK4QhziRrZCLcuDoPL920HIEAiy31/fD6AxAJguHICztb8KdrlkBymgLtEqEAly/JoEAzhsRPnYQ4wDAMyrJ1tGczSqK13EYigaJNAHD7WGTo5OgyuSa/cZSwLNDUb5vxEut0dfPouQi3vEQlpCIBKptDXzIfDyNgUJCkBMMw2H+aGfIktRQtA3Y0D9hRmKyExelDn9WNZI0UBqUEeoUYe9tMp30smVgAAcPgtjMLcPuZBXjx6xb84t3DI9cPL+nXdlmwv8OEj+9di/vfPDDu9oAXbqzAqoLE6f3QhBM0s8kz5xSncD0EQkgM2ds6hMVZOq6HMYrV7YNBKYn646okQlhd0SkwH+2JTZVEiG6zM6xJWB1GB1oHHWjss532djkJipHTu8Y+Ozz+AIrTNFBJRGgesGNvmwlzU1SnPYbHF8BfvrUU31yeA5Zl8cTnDaOuP/nk/1CnGXmJSvzjxmX4+UXFuKwsY+S6lfkJWJ6XENLPSbhHwSbPrC9K5noIJ9DMH+Epmtc8wc8C+9pNWJqj53ooo9T1WJFriG7tQ61CDHsUSscJGKA8R4/FWTrMSVZFJUGlJEMLlze8aUmDdg98k+w9lYuFo/ZqAoDJ4cWR7uAM5DCdQgLJadbUAyzwnZerYXF5IRQwyD7ltSE4KdocnhGXS4S4YXUe/vCNxTinOAVCAYOHLimZMLGJ8BcFmzyTquHP/iu+FS0mZBi9MseyuvjXpzwlyl1dOk0uLMyIfNvCgmQVdjcbsa/dhIY+G5oH7FiWZ4jIYw3PEHebudkeUJKuGTdxlQVGld2qbDZCJhZiUWbw+VeOs5/yzvWFSFJLcaTbiktPmq0cPt6w/R0m1J8yg3ukx4LrV+ViTsrsalMbLyjY5BmRUACNjB9baQ90mEbeOAjhEzoRGouPhe7reqwoTlNjWZ4eCzO1kIsj/5EjiMJm7PEy0fe0GMPeMnF5ngFOjx9zklVR//0mKCWoyNVjT+vUE5AsLh8OdVmwIs+AFI0UOsXoZC2hgIFMLMSzXzXhmS1No647+W+aZYFfvX945DKX148fnluEn14wfwY/EeESBZs89NMLirkeAoBg8sH+DjOW5UbmjJ2Q6eJfWMU9Pj4nZqcXh7utqGwewoEOMwIsUBbh/aW91siXj2vqt6ModfQMW4AFktVSSEXh+VhN18mwt20ITq8fLYP2sBZQPx2RgEGGTg4Bw0wr090fYLGr2Yhsg3LMvt3h1qqPXL4QqwpG77sMnLJDYFvDAF7e3QYAkImFuHhROhjK6oxZFGzy0JUVWXjw4hKuhzGissWIilw9ZW8T3qCJzbFi4c/T7QtAEPH9duE//nDBcQDINsixNFeP+nH6kB/oMEMnF6M8R4eybN2M9hZm6RUjrSRDaSk5E/PT1GBZFp0mJ/ptM6skkKqV4dhJHY0AIOF405LfflSHr06puuI7NdoE8LN3DuHZrU1jLiexhx/rtWSM61blwub24bGP67keCgCgqmUIizK1qOuxwu3jU+8MMitRtDlGLDwlapkIB09KKomEDL08rPsby7J1qGkLbimye/xo7LOh7TSzjL1WN3qPJ7iUpKthd/uRopGBBbC/3QS3L4B0rQwZejmGHF54fAG0Gcd2zeGijqdQwCAcce3Na/LweV3vmMsFTHC5/EfnzcPG+cm49Z/VcHqDCV3jJSoFWMA+SXF3EhtoZpPHvrOuABcsTON6GCP2d5iRZVCM2YdDCOFeDMSamJ+mgSeCs3QiAXAk3O0yjw93f4d50hJBp6rtsqJl0BEslt5shFIiQrJaii6zC1UtQ2jss8GgGFsiSq8Qw+6ObFb9qftLS9M1ONQ58+fuzvWF2NM6hOaBEwH0cLJQm9EBhmHQ2GfDf2q6cG5Jysjsr2ecSQyJSIC040vvJLZRsMljDMPg0c0LsXlJJtdDGdHYZ4NcLECGnt4ACHdiIbAiY3VGuB1vWbY+rKWPStI14y6XT5fR4RlT6H5fhwkVufpRS+5zUlQR7SaXqJKgx+watR9/vGXs6UhQSrCv3TTqMl+Axcr8BOw6NggA+OBgD97a24H/7OuC//iM5njBpscXwM/eOQRLlGqnksihZXSeU0pF+N2VizA/TY1fvX+E6+EAALrNbqhlIhSlqsNaYJiQKaNocyyer6PPS1GHNXA71bJcPSpn0LrxVHNTVDjSbUE0WqBXtQyhPEcPAROcZNgbQgb4dOQmKDFg86CyxYhMnRxggLqe0GZtxyMRCpCdoMAZcxJxTnEK/u+dWgDBvbqZejlq2kw41GnGmsJE/PmUvZhdZicKkkbXK2UAZOgVIwEpiV00sxkjrl6WDbWUP+cGVpcPTX02lGXruB4KmYXoo2ccPM8Q0kZw+41KIkTjKckoMyESBPcvRjPG6TE7UdUyhMpm46SF1mdCLRPhWP+JwLLD5By3juZ0ePwBfHa4F0IBA68/gMuXZOCSxekAgDeqO7CpNBUJKgnWzEnEjzcVQSYWoChVjUWZWnj9LJr67aO+Gvvt+ME586AfZ6sBiS0UbMYIpVSEN+5YyZsanADgDbCoaTNFrJgxIROhOpuxJ1KxcHGaGp4AC6PdE5bjFaWqIReLcKQ7uqs20SrrU5ymgdERuWXp16rasaW+H796/wiursjGQxeX4sbVeZiXosaTXzRiZ2NwKf32Mwuw/f4NeP+eMybclrVuXhJkUajNSiKPfosxRCkRjds9IT3KXTpOVdkcLI1EHcQI4Q7f4+9DnWZkRmCvt8sbGHe/31SUZmiQrJaOuoxFsLd7tKVF4X288Hjno0gTChgUpWpw20vV+MNnR7GhKBnv3r0aL960DP/c1TpSFD9RJYXHF0DtOEldeoUY3z9nLuTjdCIisYc/02RkUh5/AAc7zaMuu/+8Itx+Zj7eP9iN9w9041srctDQZ8PR43ujGvpsqGkbinidtqqWIZSma9A0YIczCr2JyezG87iKjMPu8UMu8SNDJ0enKXyJQnqlBBgIfQm9KFWNQ50WLMnWjSTtpOtkY9okRkvLgANqqSiigW60Vsb8ARZikQCrCxPxws4WvLCzBVkGOZ6/fhl+9z+LRtVslkuEePHG5Vj72JejjvGLi0vg8gaQqVeAxD4KNmOIgGGw4/4NuOOl6pEWYqlaKfa1m/CnL5twpNuCDw/1AAiWjBALmLBmZk7mUJcFeYlKWF1eDNjCs6RFyHj4PotHxjdg80AlFaEiV4997aawnATXdpknvxEAtVQIhUQ0UgNzuI7l3jYTitM0UEiEMDm5y3rut7mxJFuHvW2miBy/JF0TsWOPZ3+7CT5/APlJShzrD3ZAuvWfe/DLS0tRmKwaddumfhuKUtUQHW9nmaiWoiRNA7WMyuzFC1pGjyF5iUokqaV46ebl+M66AugUYlicPrQZHThySpkMjy8Q1UBzWPOAHQKGQW4CnY2SyOFjH3AyNTa3D1UtQ0jTypFjmNmyepZeDrcvgIUZWsxLUSFFLcWSbB1K0jVYlmeA6vgSbFmWDj42WHB9WZ4B81JUaD5pNvRwtwV7WodCrqMZbgcjtNUgRSNF+9DYwvGRVttlQUWOAdmG4OfBsQE7rv3bbvzz65ZRt1tflIwPv3sGLC4f9rQO4ez5yeizuZHC8RYxEj4UbMYgmViIH51XhE++txZpWhnOmp/Cq0LrfVY3+q1ulKRruB4KIYSn2owO9Nk8WJihnfYxGABJKilcPj/qe22QiAXY125CbZcFlc1GCIUCVOTqcbjbMrK9p7LZiPpeW9RaQIbC62eRdMoe0pkSChioZSJYnNx04vnXnnZcUZ6JFM2Jn6tpnKB+69F+tBkdSNFIcdGiDKwqSIzmMEmEUbAZw5I1Mjz5RQM+r+vDE1eVcT2cUeweP+q6LSjP0XM9FBKHaBl9rFh8TpwePw51mVGePb33iTSdHH1WN472BoOXdqNzVLkis9OLqpahmGqxW9NmQmkYT9SXZOvQ2Be+slDT8ftPj2Ld3GToj0+KrJmTNOr6fqsb331tHwDg+lV5kIgoNIk39BuNcRqZGF83DeLMuUk4a34y18MZxc8C1a1DWE6lkUiYxWBcFXGx+pwEWOBglxnputCXTHss4euBzicdJifmjVN5ZDoYnhRg/XdNB+5YV4AXbqjAxqLRn1V/+OwozE4vJCIBrlmWzdEISSRRsBnjpCIBXq1sw4/fOoAryvnT1vJku5uNVIuThFesRlZkXB5fAAnK0At3a+X82T4UTiaHF039VizPMyBrhns4LS5+JGt6/Sx+80EdfvtRPeyeE0v6drcPb1Z3AAjuwY1k8X/CHQo2Y9yG+SkAgoV0X97dxts338pmI5bm6hGlusUkzlGCUPyRiUOrp7ggQzPu3r944QsADo8P6brQg80EpQRZejmW5xnC0oZypkozTmwLONJtwROfNYx8v/VoPzy+AH5wzlx8cu+ZXAyPRAEFmzHu8rIMKI9nXG5rGICZw9Idk9nTMoTFWToIeVL9PVodO0j4xeL+xEiL9a5K/cdLEp2OWMhgWZ4BBqUEBzstnFTciJbleQYc6rJgf7sJ8ikE4hl6ORZmarEwU4shhwftQ86oFHCfCpFAgKXH9+/PT9Ng8KRuT1/W9aE4TYM71xfy5rOBhB/V2YxxSqkIWQYF6jgqRByqmjYTFmRoUN9rm3bXD0JI/EnWSNEyePryPHmJSlTyJICKFLVUiIJk9Uig6Dpe2qnb4hoJyNO0MmTp5TjSbYVaJkKqVgaWZVHTPrWao5GUopFi4/wUJKmkONBhwpaj/djXbsLGomScOTcJ1yzPxrklqSO3PzZgx5nzkujkP85RsBkHUjSymAk2AeBgpwVFqWq0GR1wxPHMBImc2J7DI+MJjPNLlYsF8PgCGK5S1Dpoh1IijNsZzSXZOrQM2rGv3TTq8gOdZkiEDJbnGcACqG4xotvsgpAJttbsMvMnUarX4sYru9sAANcuz8aTV5Whqd+Gd/d3QSoSQi0dHXbo5GJcXUFJQfGOYXm29mKxWKDVamE2m6HRUJ3GqWg3OnDpn3aMWpqIBQVJSgzYPJwt/UtEgpicXV2eZ+DN8hhXGFDAeaocgwKtxugX7g4XmVgAhUQEo90DIQPMS1XjcLcVcokQxWkauLx+NPXZkJ2gGCl1FC+SVFKo5SIc6+e2RFGkqKUi/PLSUtz7+j6IhQK8e9cazEsNZtubnV7e5hqQ0wslXqM9m3Egy6DAX75dHnO1yZr67dDIRUhUhZ6FSggZLdYXIV3eANJ1MizLM2BFvgGHu4OrNU6PH9WtQ6jtssDtD8RdoAkAOYmKuA00geDsq0QkwKObF8LnD6Cp/8TvkALN2YFmNuNIXY8F244OYE+rEZ8f6YNvvHUpHkrVSMEwDLqjvBSkkQlHuohM9EE90T4iZsJvJr0Ywyn5E21RYkbddOyNitM0Y9qTxpN0nRxdJifXw4g5qRoZjsTQdprTmZOsQkMcZ5qfbFmeIe73oQLBTkZ//mY5KnL16LW44QsEMDdFDbEwtiZJyAmhxGu0ZzOOFKVqUJSqwS3Ix+OfHcXjJ5WX4LMeixsJSgmyDQq0RXEZ0OkJwBsjAfnJ/AEWQw7+Vh2YKYNSEtc/X6Ro4miGiIs+3tGWoJQgPyn+E56G+QMsHnqvFrkJSmxrGAAQrC7w5FVl2LQgjePRkUijU4o4deHC2PrjHbR7MOTwoDBZFbXHpFqNhPCTXhHfW2tyDMHamVUtQxyPJLrajc6RQBMIFnr/vK6PwxGRaKGZzTjVY568Zh3fWF0++P0OzE9T40h3fCwHEkJCl6GTT2lbTapGCp1CAqPdg74p1OnkkloqxJwUNVzeAA7H8TaYUH1R1wePLxBzOQckNBRsxiG724eH3qvlehjT4vAG0Nhnw8JMLQ50RLZmHL92KxNCchIU0MnF6LVObf+2UipCXY8VUpEAc5JV8LMsAgEW/gAL3yn/Bv8fgM/PjuxnFwsZSEVCSEQMJEIhxCIGYqEAYoEAIiEDoYCBkGEgEDAQMME91MO7qFk2uDoSYBF8zOOP7QsE4PWz8PoD8PoD0MjESNPKMeT0wBdgIRIyWJipPV6EnwELdtR70fBxhy8TMAxUMhFYNnhMi8sXvA0bvE2APT6G43fwB1gEjl/H4vj1gRO3Gbn98TFz/T5otHtQ2WzEmjmJ3A6ERBQFm3GossUY0xmbXj+L2k4zFmfpxtSbCyeKNflJLGSQrJaG5VhT+SB1+/2wOH2T3zAGJIXpeYski9ML9yklx6QiBgszdbC6vGgfCiaHGabQK913PMHP7QtMK6EoGBT6ADcARGafcLfZjfowvR8bFGIYI7SfWcAMfzEQMMFAW8AAjCD4vQAMmJHrgwmOAsFJlwsABgyYk65nRu4DAMHjMAyL4ZCdYYBzilNhddMe7XhHwWYc0shi/9fqZ4H97SYsydZhb5uJ6+GQKFLJxFHt5xyNWfRosLl8MVFrtyJXP2avotvH4mCnGS5vaHVvjTHw84ZLglIS0d9vcOYTCJ6GR+9U/M71hVF7LMId2iQRh+anaeJi/wsLYG+bCeXHe+qG/fg0tclLsV4vkiuDdg8kQv4/e3tahsbMwJaka0IONGeTdK0MBclKrocRET97pxZ+loUzTrtCkaDYj0jIGAqJCE98YzGEAv5/8ExFdesQlkYg4KRYk5+i/XvhWanhGUnRyLgewqSS1VLYXKO3LSilsb8aEykpGilMDg8qm+Mrcz1JLUWmXo4+qxtmhy+iW6YI9yjYjFObFqTh91cumrBweKzZ0zqEitzpB5xauRjik2Z99Ir4qUkYd6Ie+8XJHwkAHc9f12laKSRiAZzeE7NYYiGDxj6qPnGq4cmCZLUUjhif9T11JjtBKcGCDC22/GAd/nnjMlhcXgw5Zs+WiNmIgs04dsniDNy2toDrYYRNVcsQluUaQrpPslqKLIN8pP/68AzpnGR12MdHCNdkYiHXQ5iQSiKEUCBAu3F0d6hAgIUgXs6KwyDboEBhkhJCBliUqcXBztgvk3Tm3KSR///k/Pn4503L8Nx1SyESCrB2bhK+tSIHcokQ/TwvX0Wmj9Yu4tx9Z8/F9sZ+HIqDNywgmGm/PM+A3VPsupGToBhJRvD6WextG0JphgaVLbOjaweZXfgcsxWlaWBxeVGUqh7JaBYIGOjkYnx1UqHv2WhZrgF+loXR7obJ4R3poLU/DhLXAGBBhhaXlWWg0+TEFUsyAQCdJifStXIIBAyUUhHOnJOEj2p7cD51E4pLFGzGOYlIgMe/sRhn/+GruEmI2d1snHI/4dbB0W3vAiziJvAm5FQeH3+XW/e0jr/ncCbbY2JdsloKg1IS9ye/L+xswdwUFQZsHryxpx3tRid6LC58Z10BNpWm4dGP6/DrS0vh8vphd/toD28comX0WaAwWY0bV+dxPYywqjwecE6mz+oetVeT8F+cnBNxItbqhYqFzKxr2XiyvEQl6nrif79q84AdH9f2orp1CFUtQ+ixBIv2B1jg0Y/rsK1hALuajViQoYXJSTU34xEFm7PETy+Yj5J0DdfDCKvKZuOU9nCq6CyZnAYbR+Ftvy129rylaaXI0iu4HgYnKnL1yDYoprwdKF6l62ToOd6WtN/qxpwUNRQ83ndMpo+CzVmCYRj86Lwi3merhqqyxTjpMlxuQnzWpyPkVFaXDyppbHxYZ+oVODZg53oYUZVtUKA0XYOqliG0GR2T3yHO/X1780jnp+K04GRIv80Nq4tmN+MNBZuzyJlzk/Dl99dhTrKK66GEVVVLsA7nRMkRgXjZrDpb0K9rRpLU/K+1OVuIhQzmJKtQnqNHeY4O7UYHDnXRnvFhLcf31P/w3HlYNy+YsZ6iOTHbSeIHBZuzjF4pwVPXlEErj68Zzj2tQ1iSrRs34GT4nKJLxoj6snacBbcaOf+3jailQjTH+azm4iwtZCIBGvpsqG4dQnWrKd5eaqeVppVhVUHCyPc/Om8e8hLHrjL96tJS3Lm+cOR92usP0Ht2HKJgcxYqStVg6w/XYXGWjuuhhFV1qwmLs3RjOifFSyclEiFx9vKQCvm/jJ6doMSALX6LeC/I0GJ/uxlW9+xtwdhtdmHQ5sHdGwrx4k3LcPOafNy2Nh/nFKdAJg6GHnetL8Q3V+SMul/LgB2pWpqdjzchBZvPPPMMFi5cCI1GA41Gg5UrV+LDDz8cuX7dunVgGGbU1+233x72QZOZ0ykkEWkBybWaNhMWpGshOinAbKe9UeQ04m2XBd8nhRJVEtTG+VJygI2ntLPpq++14qkvGvGdl/fi958exeVLMvGXby/Fvp+dg20/Wo8fnDtvzH08vgAldcahkILNzMxMPPLII6iursaePXuwYcMGXHLJJaitrR25zS233ILu7u6Rr0cffTTsgybhEa8zfvs6TChO14yUPJKIaAKfTCze/gr4HuQE+D7AGViaq0dhsmpGwbRUFG+vyGDi2j92tqDLFOweJRMLkWUYW4lgb9sQvV/HqZBOHy666KJR3//617/GM888g127dqGkpAQAoFAokJqaGr4Rkoi5/7wirChIwE/fPoROk3PyO8SQAx1mlGZocLTXRm9eMSaOY5GoYHk+VZuhk8Foj78ldK1cjD0zqBk6P00NpVSE2k4LAD/kYiFkYgFkYiGkIgEkIgHEQgFEAgbC418MGIABDnWYeNc/XS0Vweo+Uff12uXZyB1nz2avxQWHx4/cBAWWZMffahsJmvZctd/vxxtvvAG73Y6VK1eOXP7yyy/jpZdeQmpqKi666CL83//9HxSKiWupud1uuN0nasNZLPG9vMInAgGD9fOScduZ+fjZO7WT3yHGHOq0oDhNHbczuCQ8+B2axZfiNDXah+LrxHZYskYKc4gFyXMMcqRq5Ri0e3Cke3Rxd6fXD6fXD2DyYy7I0EImFvCqQH5ekhLJaik+O9IHvUKMixalj3u7FA3tz5wNQg42Dx48iJUrV8LlckGlUuHtt99GcXExAOCaa65BTk4O0tPTceDAAdx///2or6/Hv//97wmP9/DDD+PBBx+c/k9AZqwjTt/8AeBwtzUu96YSMhE+T2yqZCLkCBXInqAXw3inhQwTPCFghq8NfgMBEywE3m91QyRgwBzvtS5kBGCY4Dah4f7rDBgIBIAQDJjhy5ngwQUIVqwQMMFjMAwDBiwMSglMDu/x/IPg2IZnEo/fddSYRUIB9MerfAz/Clj2eHUFdnj7AIsAG9wzf6zfhlajE63Gmb//HuwM9lBflKnlTT/1Ax1m/E95Jr67cQ4uWpSGbrMLf/qyEWcXp2Buiprr4ZEoCznYnDdvHvbt2wez2Yw333wT1113HbZu3Yri4mLceuutI7dbsGAB0tLSsHHjRjQ1NaGgoGDc4z3wwAO47777Rr63WCzIysqaxo9CpiveN2NT+7PYwudgKRbw9elblKlFdasJ/jBu2lyaq4/YTGlRqjoirSQTVRL0WFzotYS/25OUZ1uG3qjuAAA88XnDyGXDQXpBkopWnWaRkKMMiUSCwsJCAEB5eTmqqqrwxBNP4Nlnnx1z2+XLlwMAGhsbJww2pVIppFJpqMMgYTQvNb7PMhv7bMjUydERZ/tSCRkPH/dsLs3RY09r+Jd4BRFMvR/u3x1OAgZQSEQR6x7UZnSiLEsXnM1lgs/P8DM0PMvKsoCfZdE6YIfREb0TcbGQwdnFKViVn4AUjYwCzVlmxlNagUBg1J7Lk+3btw8AkJaWNtOHIRHk8sZ/LTidUkzBZszgX7AUS/gWbGbq5GgfikxwFYhgarvJ4YVOIYYpjAFZToIyosXseyyuKQfJ2QYF/CwLs9M3+Y2nKEEpwaDdg/xEJSTHk5pkIiEuXJSGTaWpcHoC8Pj9cddUhEwupGDzgQcewKZNm5CdnQ2r1YpXXnkFW7Zswccff4ympia88sorOP/885GQkIADBw7g3nvvxdq1a7Fw4cJIjZ+EwWzo1nCo04KyLB1q2k1cD4VMgl+hUuzhW2mhdJ0clS3GiBw70ifKqRpZWIPN5gE7FmZo0Wp0hJxMFG5tRgfyk5Tw+VnYPTN/HgUMcN2qXBzoMOHJq8ugkIwOL5oH7JCLBchOiO+VNDK+kILNvr4+fPvb30Z3dze0Wi0WLlyIjz/+GGeffTba29vx2Wef4fHHH4fdbkdWVhY2b96Mn/70p5EaOwmThRlaLMnWYW+bieuhRJTREX/lVuJSlIOlxj4bynP0ONprhdUVvlkergR4NrMZyUKmNndkf18aWfj3sx/oNCNdJ4NUJECfNfz7NkNxrN+OealqtAzY4PbN7HUTYIEryjNxz8Y5414/XqtKMnuE9Jf03HPPTXhdVlYWtm7dOuMBkejLTVTi+RuW4dmtTQiwwQ3sAobBgQ4TPjncC0cYznr5oGPIiTnJKjT02bgeCuERty+A6tYhZOnlUEqE6DmeuJFjkKN9yMm7mcLJ8G28/REMqCJ9Ahmpp7LL5IJaJkJFrh6tgw5Og876HitK0jU42mOFd5ovHqVEiF9ftgBp1GaSTCC+05DJlGnlYvzovKIxlzs8PjT02uBnWfgDLJ74rAHbGwc4GOHM+QMsWgbtWJZnQGVzZJb1yMxxFSu1DzmhlYtRlqVDgGXRa3GjJF07UlYmVoQz23smDEoJUjVSHO4Of0Y3EOwMZgnjfsPxRHKm2+ryoaplCOU5es5nOGu7LFiUGXyth/rySdFI8dx1FSjN0EZmcCQu8KtOAuEdhUSERVk6LMnWoyLXgJduXo4/XlMWsxu8vX4WVS1GZOrkXA+F8JDZ6UVNuwn7O8zosbhwsNOM/Bhb/uPLKnphsipigSYQTEaJtN4IZKSfan/7EFJ5UNh8f4cZi7N0Id0nQyfHu3evoUCTTIqCTRKyCxem49a1+VwPY1rkYiEWZGgpM53PeBIsDROLBFiWZ0BFrh5qqZDr4UzKz3LftrA8W4fqCJQ6Olk0TniHHN6IP44vAGTouQ82AWBvmwlLc6feBOPhyxcgWc2PsRN+o2V0Mi3Xr8pFv9WNt6o7RvW/5TOJSIAMnQwHeNJhg4yPZ7Em6k8q7C0RCZCXqIDTG0CKWgqXNwCZWDDSZaaGB0l2fu5jTQzYPRFfzpdLohP4p2llEc8cr241IdugiFj9zVDsaRnCsjw9KpsnPlkwKCWoyNVj7dykKI6MxDIKNsmIxj4rjHYvFBIhjg3YsXZOIl6pbMPOxkGsyDcgQy/HZWWZAAClVIRfXFyCH28qwpb6fmyp74NYKIBUJMBXDf042su/JJzFmbqIlWAh4cS3cPMEjy+A5oFgQNBjHr3EWpCkRKJKggEbt1UPfAFuo815KaqoJBWKhdEp2aaWRWfLkE4uRltUHmlylc1Dp93bblBKJux1Tsh4KNgkIwqTg/XPth7tx4/e3I//PX8+blqTh4pcAwqTVNCPs0dKJhbivNJUnFeaOnJZ26ADZ/1+Kzx8mGI5LkEpQU17ZJf1SLjEZt3Xpn47CpNVGLB5kGNQwMeyYBCsgnAyjVyEgiTVlGdBGQDF6Roc7bXC62ehkYtQlKrB4U4zbOMEdZEsdD4ZiZBBq9EBlzcKf/tstF4n0Xk+D3SasTRHj+q2IV7su61sNmJZrgGVLUYoJEKopCL4Aiy8/gDWFCZidUEi10MkMYSCTTLGmXOTcOSh80aKvVfkGkK6f3aCApvLM/FqJV/O04F0nQyDnVRnMxawPJ7ZnEzroB3lOXoc7rbA6fFDKhKgIlePQCDYE3pP6xAKk1SoaTdhWa4BLFgIGAa7T5pBEjLAggwdhEIGQgGDY/021HZZUJisgk4uxrEBGyqbjUhQSlCQrML+U7aF+PzcPX8ePwudVBSVYNMbpZNZuzt6pd/2tA6hLFuHAx1mXlQVMDs9+MeNFViZnwgJz/quk9hCwSYZ10y7CgmYYL3OBKUU9b2Ry0idqqjMtJCw4MOsznR5/eyoxBi3L4CqluD3BqUEhcnKkeYJJ2/pWJylxZDdA7lECI+Pxb4O05hjN55SH3bQ7oHR4cGyXANq2oZGaiT6OXwCI9UDfTx2T3T2ip+6XSLSatpMqMjVj7xuuHLD6lzcf14RZGL+J8UR/qNgM0RWlzdqe3hi2c8vKsHdG+YgVSvDl/V9uP3Farh93AV80drfRchEjHYPjPbxZ9f3tZuhkorgsbjhCeHvhGWDQWuqVoZsgxxdJhesLm7aIBalqqMWaAKAOYxtJE/H6PBAIxPBEsXuUlUtQyhMVo05wYgGhgEe/8ZiXLI4I+qPTeIXzYuHiALNqZGIBEg93k1i/bxkvHjTcuQkKDgbD/3eCN/Z3L6QAs2T9ZhdqGweQseQE3NT1EhUSTA/TY1sQ/Tqyc5wMSRkA7boFUJP56Aur9HmRmGyKuqPe+vafAo0SdhRsEmiYlmeAR9/by02L8mM+mOLBAwvSoqQqYnlZXQ+qGoZwoDNgyPdVrQZnUjTSqPyuB5fIGorCHqFGNHcmqqKQI/0yRgdXrQb7Zifpo7aYxalqnHf2XOj9nhk9qBgk4SV3e3D7z6px45xWlrKxEI8dsVCXL8qN2rjkUuCRdy7o7zvihC+EDLReZtv6rcjURWdwFaviHz3oJNx9UHp9rGwRrgl5zCxkMEfvrEYUhHt0SThR8EmCSulVITLyjLw0LuH0TpoH3O9QMDg5xcV4671hVEZT45BgZp2U1Qei4QLTW2GU7SWt8VCJmondSppdGcabRw2rugwOVGSronoYyzK0mFDUTLmp0X2ccjsRcEmmbI9LUb8Y2fLpLfLT1Lh43vXIidh/J7SDMPgB+fOw2Vlkd8XREuysYd+ZeEVrWDT62dRlBqdJV+pOLofXT2W6O0PHU/rgB3KCHZMYlkWd62fE7HjE0LBJpmypbkGXLs8O2zH+9/z50Md4b1QJifV1ow1dIIQXkwUi+RH+u95mCDK2UhGuydqP9t4bB4/StK1ETt+t9kV1b2hZPahYJOERCQM30smSS3FbWvzw3a88fRa3FiSrYvoYxDCZwJB9AKziUo7hZuPg4LnXGSkn6yyxYhFmVroFeGtrFGYrMLrt60M63s7IaeiOpskrNqNDtjcvinv/dk4PwX/75OjER3T3jYTlubqsYfjIsmEcCFTJ0eCUgKGGWfWmMG4+xYmDeVYjOoqyh4/cFeU9my6vdHr6jOMy5nNYfs7zCjP0Y9qHDBd+UlK/PKSUizN1VNSEIk47v96SFzJMijw+GdHkaaVQTeFjNGiVDUUEiEc4/R4Dqep9qEm3KNV9PDqMDnRPDA2WS8SKnL1Uem4Y+GgcD2XPedPtrd1CDqFGKYZFrW/dnkOVhdSf3MSHTRvTsLu4kXp+OxI35RuG2Cj08s5URXdUilkBvjxmU6mIVrxWLSW60/WY+FH+TQWQLZ+eg0yDEoJdAoxfnL+fNy4Ojes4yLkdGhmk4RdfpIK+UlT63whYACZWACPP/ytLCVCATL0cujkYji9PvRynFFKpoqizVgVje2hMrEANnf0l9G7TC7kJSrQPMB9gwjZNDPTcxMUeOuOVWCi3e6JzHoUbBJOMQyDZ7+1FN99rQZ91smDQYYBEpRSJKokSFJLT3ypTvybrJEiUSWFVi7GQ+8dxvM7WiL/g5Cw4clqJZkGVxT2UiYopeg0OSP+OONJVEl5EWx2DIU+BoVEiNvOLKBAk3CCgk3CuZUFCViQoUXLYLADyXAAmaiSIvnk/2ukMCgkU86adHn9eP9Ad4RHTwgZJpdE/iNFKxeh0xTxhxlXbac5KnvMJ9NlcmFpjh57JkgUOjkZbGV+Am5dm48l2Xpow5zJTshUUbBJeOG56yvCfkyz04tzSlLwTk0XrBx2ACGhoYnN2OUPhH87zKlkYu4ypx3eAJZk67CXBwmHe1qHUJalG7dD2uVlmbh7QyF6LC5U5BogjGL5K0LGQwlCJG6laGT41aULUPmTs/D7KxdhWZ6B6yEREnVsFKvk7283YXGWLqKPwXU9SJGQP4Fbn9U1qkPU+QtSg/sy93bgy/o+rMhPoECT8AIFmyTuySVCXL4kE6/fthJffP9M3H5mARJVUq6HRSYQzeCIhJcvEFxqlkWynSTHrw+zw8ubAK7T5ELhScmYVpcP79y1BpeXZeDcklQOR0bIaBRsklklP0mFH28qwtcPbMCz3yrHhqLkqGTQEjJbpOtk8Pgit5zujkDlilCIhAIEeHRCdHKx+W0NA9h9bBC//8ZizjseEXIy2rNJZiWxUIBzS1JxbkkqeswuvFndjn/taUe7kZssV3ICfz7GSaiSVFI4vYGIVhSwc1D2aJiQATqGnFxPro4yPBaGAS5cmI4z5yVxOyBCxkEzm2TWS9XKcNeGOdj6g/V4+ebluHhROiQi+tPgDI8+yElochIUUyphNhPmGXbOmYmCZBXMTu4efzw17SbkGBS4vCwDT11dRq0nCS/RzCYhxwkEDFYXJmJ1YSJMDg/+U9OJ16raUddj5XpoUZGmlWJUw+vj2HEvPeU2EwSI7BQiR5bFqCSHNiP3dQzjSbJGhpbByD+naVopWgYj2xaTYYBBO3fNGfRTaMHLhVajAzeuyeN6GIRMiIJNQsahU0hw/eo8XLcqFwc6zPjXnnb8d18XbHFcQqnb7EZJuga1XRauh0LCqLLZiPJsParbxq/JGA7ZBjnMTl/EZ/3UUhEsLu7+Bvk2qwkAi7N0+NlFxViSred6KIRMiIJNQk6DYRgsytJhUZYOP71gPj442IPXKtsmLKbMBwsytNArJWBZFiwLBI7/62dZYPh7nLj85H8TVVJU5OpR1cLfn4+ErrHfBplIAFeEEnekIiHMzsjvd/b6ud1j4eNhe6tei4sCTcJ7FGwSMkUKiQhXlGfiivJMNPbZ8MaedrxZ3YFBu4froY1y3zlzsX5e8rTvHwiwuPvVGrx/kLovxQuz04vCZCUa+8K/zJ2hk6Ghzxb2447HGYV2mKeToJSgkdMRjJahk+PD753B9TAImRRlQRAyDYXJKjxw/nx8/cBG/PmbS7BuXhJvSijNdBgCAYNfXloKtZTOReOJSBCZt/tol9iRR7KG5ySsHC7hj8ftC0DOYUclQqaKgk1CZkAiEuC80jS8cMMybL9/A+47ey4y9dzWtxMwM496DUoJfrSpKAyjIXwhjkDnG61cFPWELi6DK65nVk91RXkmxBx3VCJkKuhVSkiYpOvkuGfjHHz1w/V48aZluHBhGiQcfBCEIdYEAHxrRQ4e2FQU2W4wJGoOdlpQmKwM6zELk1XotUQ3O1zK4euRb7P9BUnh/X0SEin8+sshJA4IBAzOmJOEM+YkYcjuwds1nfhXVTuO9gVLKA3HggzDnPT/4/+CGbnBydcN35JhAIlQAKVECOb4nZiTbswgvMult51ZgPMXpOG6v1fi2EBky9qQyFPLxGE9njBcZzYh4LKOJJeB7qluWpOHK8ozuR4GIVNCwSYhEaRXSnDjmryYroGXZVDgjdtX4vrnq3Cw08z1cMgMtBsdEAsYeMOQVZ2mlaE3wgXcxyPmsOECw0FwPZGmfhuvxkPI6fDnNI0QwlsJKileumk5ilLVXA+FzMCAzYMlOeEpk5OgkqA1CsXiT8XF1pRhfo77sg8ry9bh8iU0q0liBwWbhJAp0SrE+MeNy5Bl4DYBiszMkCM8pbp6zK6wHCdUIg7LPgxx2CrzZNevysXFi9K5HgYhU0bL6ISQKUvRyPDijctxxZ+/xoCNu7aBZPrCVZc8y6BAslqGmTazbzc6YQ2hM9dkwWZBknLas58sJk6wY8CAZVnkJyo5378c7XJThMwUBZtkXEd7rXjqi0YsyzNgaY4ehckqKrFBAAC5iUq8dusKXPf3SnSaIt81hoRXuEoH1bSZwnKcFI00pGCTmSTYtLl9Ec2QX5qj5zTYlIgEMIVpdpqQaKFgk4xidnjx0u5WPPF5Azy+AN7d3wWZWIANRcn46QXF+OOXjchPVOKmNXm0OX0WK0xW4c07VuK6v1fiaG90useQ8JBL+FMEPEMnD/mERTBJ2wKtXBzRYLO2ywy5RAinJzo1N2ViAXx+dqRVZkm6BgM2CjZJbKFgc5ZhWRbbGgbw/oFulOfoYXF5MWj3YMDqxoDNjR1Ng/Cc0j85S6+AgGGw8Xdb4fT6oZQIcbjLgnSdHPs7TOi3utFrcUEjF0OvkOCCBWm4ZW0+Rz8hiZY0rRxvf2c1nvyiAc9ta+Zl32gylt3Nj32HAJCpDz3YnOwcl2WDAZrLG5lkHqc3gCXZOuwN08zu6QgYIFUjg9HhQVGqBiaHByIBg5X5CRF/bELCiYLNWcLt82NLfT/6rG58caQXlc1G/GtP+5Tu29BnG9X72O7x4981nWNuN+TwonXQAZGAQYBlceGidGTo5PD4AmgfCmat5iUocbjbArPTC41MjPwkJZQ8K5RMpk4pFeGBTfOxqTQNt79YjR4LN0kjZGryEhWo7bJyPYwR/jCcoFywIA3vH+we+b6hz4aFmVoc6Ihcma69bSZo5SKopGIopELIRUKIRQyEguC8a4ANzkS6vQE4vX7Y3T5YXN6QA2C1TIyW4xn/lc3Gkcu9PMmKJ2Sq6FM+Dnn9AexoHECWQYHmfjvqeix4raodHUNOlGXr0G50wB7BJaA9rUPY0zqE335UB5VUBK+fHWnzJhIwo2bABExwSXbj/BT4/AFcsDAdpekaiGh/aExZnKXDCzdW4MInt9MMJ4/pFRI0I/rliiYSYEN/rZx8n5J0DX7/jUX46mj/qH2fFufo2Vu1TBT2vuZmpw9mZ2jHFAsYaORiqKQiyCVCSMUCiAUCCI7vQw0EWHj9Abh9AdT3WmFxeSEWMvD6Rz9POxoHMCeFypCR2EHBZpypbh3C/W8dQK/FNe6ba7g29U9FgAUsp4zh1EAkwAJHe20j+/7+uq0ZDAMYFBJ4/AF4/QEoJSIkqCRYlKnDGXOTkJ+ohEoqQl2PBf1WN5r67fAHgjMJc5JV2Dg/GTkJ1MYt2opSNbh8SQZe39PB9VDIBE4Nwri2t82Eilw9qlqGpnyfwEmTesvyDJCKhEhQSUYFm6qTVktevGkZ0rQynPOHr0Zl4peka2BQSiARClDZbAwpSWm6vAEWg3YPBu2T77nMS1SiecA+7g7Vpn7q5kViCwWbcSIQYPH4Z0fxxy8bw1bahCssi1Fvxi5v8M35aK8Nb1RPHsg89N5hXLAgDRW5eqwsSMQ8KkQeNbeuzadgk6cYBpx0/JnMsdMETsvzDMhPUuK9A90jJ8++k6LNxVk6AMCFC9Pxxy8bRy7XyINtOS9YmIYUjQz/qmqHUMAgR69AtkGBSxan45LFGfj8+JaiZI0Mr1a2ReCnm75ElQQKiRC1XZYx1zX1U1IeiS0My059HeOZZ57BM888g5aWFgBASUkJfvazn2HTpk0AAJfLhe9///t47bXX4Ha7ce655+Lpp59GSkrKlAdksVig1WphNpuh0WhC+2lmsTf2tOOHbx7gehi8VJSqxiWLM3DHugKuhzIrXPHMTuxpnfpMFYkOmVgAv58NS6vK6RAwwHPXV2BRpg6vVrbhsY/rR67LS1SgecCBBKUE9549FyIBgzVzEpGpVwAAzE4vmgfs0MrFUMtEYABYXT6k6+SQiARgWRaX/GkHDnSYsXlJJgxKMcxOL+47ex6OdFuQm6hEtkEB4Sllk3z+AGraTfjgYDder2qP6Pai6WAwfhXTVI0Mu/53Y7SHQ8goocRrIc1sZmZm4pFHHsGcOXPAsiz+8Y9/4JJLLkFNTQ1KSkpw77334v3338cbb7wBrVaLu+66C5dffjl27Ngxox+InF7roB1/3trE9TB4q67HimVmqgcZLVcty6Zgk4dc3gCnBcm/vTIX6+clAwDuXF+IgiQl3qzuxNajfUhSy9BrcePpa5dg+TiZ1gIGsLq8KExWQSUVYdDmxv4OEwbtbiSrZWjqt+GSxRm4aU0ezitNhVR0orxTqlY24ZhEQgEqcg2oyDXge2fNxcu7W/H37c1YWZAIrVyEl3ZxO9s50WlBj8WFPqvreFF9QvgvpJnN8RgMBjz22GO44oorkJSUhFdeeQVXXHEFAKCurg7z58/H119/jRUrVkzpeDSzOXV9Vhf+VdmOv3x1LCr7jWLZt1fm4KFLSrkexqzg9PhR8evPYKPXJO8UpapR18NNNvoX3z8T+Umqke89vgD6bW68sacd+YlKnDEnCXqlBHa3D3aPj7NAqt/qhtnpwb+q2vHXbc2cjGEqHt28EFdWZHE9DDKLRWxm82R+vx9vvPEG7HY7Vq5cierqani9Xpx11lkjtykqKkJ2dvZpg0232w23+8Q+Iotl7P6U2ez9A934oq4PEpEAPn8AJqcX/VY3jHYP2occmNmpAiHhJ5cIkayWUrDJM2IhA+MUElMi5bYXq/HgJSVYlKnDwU4zfvX+YRztteHnFxXj4sUZqOuxgGVZvFrVjm8uzxm5n88fiGp1iiS1FElq6cgS/lTlJylxyaIMzE9Tw+n149fvH0FfBPfIVrcOUbBJYkbIwebBgwexcuVKuFwuqFQqvP322yguLsa+ffsgkUig0+lG3T4lJQU9PT0THu/hhx/Ggw8+GPLAZ4vndzTTkiSJOXzqUkOCJccuWZyBN6eQYBcpDX02XPPX3aMuW5ZrwDXLstE6aMdFT23HQ5eU4s71haNuU99rRUm6NppDBQBctyoXDo8fv/2obkq3/9UlpVhVmDjy/fqiZDz6UV3EluIPdEaujigh4Rby6eK8efOwb98+7N69G3fccQeuu+46HD58eNoDeOCBB2A2m0e+2tunVmg83pmdXnx4sJt6T5OYdHbx1JMCQ6FXiCNy3Hj3P0szsTRHz/UwxqhsMeKqv+zCz/9bC6+fxdt7xzaLkIq4q7l7x7oCPHHVYogm6MfOMMBlZRn4vwuLkZM4utyaRibGry5dgKevXRKRsR3ttcLl5VdCEyETCXlmUyKRoLAweOZZXl6OqqoqPPHEE/jGN74Bj8cDk8k0anazt7cXqampEx5PKpVCKpWGPvI4p5WLsWlBGjbMT8aHB3uwu3kQnx/pi+iyDCHhclVFNp7Z0gS3LzydTgQMcNeGOfjexjn45HAPvmoYQEOvFSaHFza3DyqpCH6WRfOAnbaWjOPMuUn4+X9rR74XChioZSLo5GJ0mpxjioaPRyER4rpVuWjoteKzI31hG9vu451xVFIRVuQbxrnFJP0pI2xRpg4XL07Hv08KhIUCBnOSVfjN5QuwJPv0Qfz5C9JwRXlm2GeV/QEWtV1mlOeM95wRwi8zrrMZCATgdrtRXl4OsViMzz//HJs3bwYA1NfXo62tDStXrpzxQGcrqUiIS8sycGlZBrz+AD442I3nd7RgX7uJ66ERMqFUrQw3rsnDM1tmViVBLhbiyavLsDRHD71SAgA4rzQN55WmjbktezzYvPCp7XDwrIRNpGQbFChMVqEi13Da5d7dx4z44blFOHt+ClQy0agSQGanFx8d6saLu1pxqHPiPfMv3rQc5Tl6mBwe1LSZ8PLuNnx2pDcsP0dhsgof3HMGJKfMYlpcXs5nsxv7bKhsNqI4TYOcBAXWzEnEptI0WF3eKTeP+NlFxfi6aTDsK1WfHemjYJPEhJCCzQceeACbNm1CdnY2rFYrXnnlFWzZsgUff/wxtFotbrrpJtx3330wGAzQaDS4++67sXLlyilnopPTEwsFuGRxBi5ZnIG9bUN45IM6VLYYJ78jIRy4c30hPqntmVG3k0evWDjlJXmGYZCfpMIPzpmHh96b/taeWPK365YiS69ATfvYfd0VuXrcfmYBSjO0SFRJx9SYHKaVi/GNimxcUZ6FVyvb8OetTegYGhsUtRsdsLq8cHj82FSaipIMDXb/bnDGbSAvWpSOX11aOibQBACJUACNjNtg86ziFJwxNxFSkRC9FhdaBx1oNzqwMHPq+0g1MjEevWIhrv3b7slvHIJ393fhR+fOA8NwO/tLyGRCCjb7+vrw7W9/G93d3dBqtVi4cCE+/vhjnH322QCAP/zhDxAIBNi8efOoou4k/JZk6/GPG5dhw++2oNvs4no4hIyhkorwwg3L8Ov3j+Cj2omTBCeSqZfjggVjZzAnc+OaPGjlYjzw9kF4wrSMz1etgw7MTVGjddCB287Mx56WIUhFAty9YQ5W5BtCCkKEAgbfXJGDa5Zlo9viQueQE50mB7pMLuQmKLG6MAH/qmrHYx/X49ErFuLyJZn44zVL8KcvG2Fz+dBjcU0p2z1RJcGA7cTtes0uKCZIKJOJ+ZFoNly3M0UjQ4pmeiWZVhcm4rqVOfjH161hG1fHkBM17aZJl/IJ4dqM62yGG9XZDE19jxV/3tqEI90WWF3BvWt2jw8SoQAtg/aYb10ZLlRnkzssy+LZr47hkQ+nltU77AfnzMVdG+ZM+3Fr2oZwzV93wxnHSRTlOXq8eftK+AIsPjjYjUy9AuURTgQ61m9Duk4+KhBkWRaX/mkH9ndMniF9TnEKvrO+EF/U9eG5bcdg9/hRlq3Dyzcvh0IS3x2UnR4/LnxqW1h7m1+/Khe/uLgkbMcjZKpCide4S/MjYTEvVY0/fGMxPvreWuz48QZcUpaOb67IwZNXl0Erp8xdwj2GYXD7mQX44bnzJlzKHc+5JRMnFk5FWbYeVy/LntEx+K66dQgNfTZ0mZw4rzQ14oEmAOQnqcbMODIMg59dVIypTKR+crgXXSYn7jt77kiQVNNmwoVPbcfzO5phdngjMWxekEuEePWWFZiTrJr8xlP0n32dlJVOeI+CzRjDsiyOdFvwzr5OvLirFfWndAO5cXUeilLV6LO6cF5pKs4pTsFvLluAW9fm4/wFM/vwJmQm7lxfiI+/dwa+u3EOElWS095WKGBGdZuZrv89vwjnzTBo5bNb1+ZjX9sQxELBqBaN0WZyePD0l03jlghakKHFd9YV4My5SSOX5R0vE3TBwjT89dtLccnidBzrt+PBdw+j4jef4Z5Xa6I29mhL1sjw2q0rUJwWnpU7k8OLDw91h+VYhEQKLaPzHMuy6LG48N7+buxpNaKxzzayBCMUMPj6gQ3jtnXb1tCPIYcXtZ1m1PdaUZ6tR6fJideqZmcdU1pG5xeb24env2zEs18dg3+cvR5XLs3EbzcvDEvig9cfwL3/2of3DsTXB/KtZ+RhQaYWizL1yE4IrdtNJHj9AXx2uBevVLZhZ9Mg/AEWSWopvvj+mVDLxGBZFpue2IZ2owP7fn4OxKd0Bfqktgd3vLx35PVwzfJs/OayBVz8KFFhdnhx3fOVYaksUpGrxxu3r5r5oAgJQVTaVZLIMjk8+PBQD450W5CmleHVyna0GR2jbpOslmJrfT8ydHIE2GCB4RSNFC5vAGlaGR77uB5dJhdsbi+21Pdz9JMQMpZKKsKPzivCWcUpuPdf+9A6eOK1fe3ybPw6jEGGWCjA//ufRTjSbQnrXjku6RRi3LQmD1qFhDdJNGKhAJsWpGHTgjSYHB5sPdqPuSlqqI9nkzMMgzvWFYzc9lTnlKTi8rIMvHG8HqUwzjOstQoxXrp5OW56oWqk1uh0VbUM4WivFXNT1GEaHSHhRTObPLOzcQCHusz467Zm9FMB97ChmU3+srt9+Nu2Zjy3/RiyExR45ZYVESl385+aTnzvX/vCflwufP/subh74/STp/jq66ZB7GwagFYeDKZnQ0kfp8ePzc/sxOHuiWucTkW8zwQT/qGZzRj0zr5O/OWrY6jtmtkbDiGxRikV4btnzcF3z5oDlmUjFmAszzdAKGDGXbaPJbeckYe7NhROfsMYtDhLF3LJplgnlwjxi4tLcOWzX8/oOK9XtePmNXlh2etMSLhRsMkTlyzOwMr8BGyp78fRXitaBh2wOL1o6LNiKI6zMwk5WSSDjDStHBcuTMM7+7oi9hiRlKiS4P/9zyKsm5fM9VAiRj5Bvc14tyzPgEVZOuyfwf5NX4DFYx/X45lvlodvYISECQWbPJKskeHKiiwAwJ4WI/62rRl2N5W0ICRc7tk4B+8f6IYvxmY3189LwqNXLEKSWsr1UEiEyMbpoBSqymYj9rYNUZF3wjtU+oinyrL1WJCphcc/vQ4oAibYV/rysgysyKfeuYQAQEGSCjeszuV6GKPctT64JD5eCVK9Qoynr12Cv19fQYFmnHN4Zj6xcO3ybDz8wRHwLBWDEJrZ5CuhgMGGomR8UdeHxj4bzM7RS+kZOjnUMhFYFmgesKMiT48djYOQi4W4aU0eLlyUhqLU4Ibdgx1mXPTH7Vz8GITwzt0b5+DN6g7ebE+RigT45aWlWJypQ2GyClUtRryyuw3F6RpcvSybgsxZIhytVeUSETx+Fp8d6cPZxSlhGBUh4UHBJo/NT9PgrTuCtdMsLi8aem0w2j1YlmuAVnEiW3fI7kGr0YGLFlqwIj8BuccLJnt8ATy3vRl/+OwoJ+MnhI80MjGuXpaNp7c0cT0UAMDLu9uw5YfrIBML4fMH4PL68dvNC0f9jZP45/bNfGbzcLcFAgZ4aVcrzpqfPKsSrQi/UbAZIzQy8YSt6PRKCfRKCRZn6UZdLhEJcMe6AggFwG8+CK0vNSHxLE07thFCtCkkQjg8fvRYXLj71Rr85VvlEAkFOCeOOx6R8dndPnSanDM+TkOvFfPTNEhWSynQJLxCweYscPmSTPy/T46GZZmGkHiwbl4yGKYWXG5tO680FcvzDAgEAL1SjCGHFwbl6dt4kvj0ddMgvP6Zvxgb+mz4yQXz0WuhGs2EXyhBKEL+tu0YPjrUg/oeK7bU9+E3HxzBR4d6OBnLnpahmK8tSEg4ZRkUuHMdt7UqM/UKrC9KhtPrx5JsPQWas9jWo+Hp8OYPsPi6Kbh3nxA+oZnNCGkddODl3W04f0EqhAIB9rQY8dz2Zly0MA3ri5JRlKqBQiJEhk4OwXhpqNN0qNOMe16twbI8A9y+AJoH7GHpvUtIvPn+OXMhlwjx2Mf1UXvM/EQlyrL1mJ+mRnG6BntbTbhhdS4tec5y1a1DYTvWewe6UZQ2+7rvEX6jYDNCfnnp6NaI9509F+/s68S/93biF/+txeYlmRAKGdy8Jj/kbFOWZfGzd2pxuNuCc0tScOXSLIiFAjy7tQl/294Mh8ePYwPx0QOakEhhGAbfWVeAQ51mfBilVYcbVufirOIUvFbZjkWZOiil9BY827l9fhzttYbteG1GB5r77RHtxkVIqOidLoouWZyB8xekob7HitIM7bSO4Q+wuPqvu3Cwwwyn148DHSY8+lE9/CzL6f4zQmIRwzB48JISfFHXB3cU9jT/8r0jWJylx5wUFQWaBABwtMcGX4CFRiaCxeULyzFbBu2o6wkmCxHCB7RnM8rEQsG0A00geBbcY3bB6Q2WyfD6WfgCFGgSMl3JahmuXZ4Tlcf63/OLwDDAhQvTo/J4hP8OdZkBAE9cVYZ5KWqow3ASsrNpAJIwdCQiJFzo1DqGvF7Vjpd2t4alRAYh5IS7NxTi49qeiPxt5Scp8ew3y+H1s8hJkEMuprddcoLR7gEAvFbVhv/evRpPft6AP305sxqwvRY32o0OpGhkUNEMOuEBOvWJEU993oAfvXUABzrMlFlORrG6vDjcZUFDrxUBem1Mi14pwZ+/WQ6lJPxZvMf6g0uaxekafHK4N6wJgST2/c/STCzK0uHMuclweQN4Z19XWI770aFuHOgwheVYhMwUnfLEAI8vgBd2tnA9DMJD1a1DuOfVmpEZuT9/cwnOK03jeFSxaUGmFu/dcwbufHkvDndbwnrs//dJPdJ1cizNMYT1uCT2JatleOfO1QCAO1/Zi46h8Myuf3ioF2vnJoflWITMFM1s8lynyYmLntqOweNLLYQM8/kDuPdf+2hbRRjlJSrx0s3LkaGTh/W4CzK06Le6kWVQhPW4JH5sa+jH+we6w3Y8s9OLum4LnJ6Zt8EkZKYo2OQ5kYDBOSUpXA8jrBJVUmwoSoZMTC+/UO1vN2Fn4wAAQChgsHF+MsTC4LIswwAVuTRzNlMGpQQXLgrv7HBhsgol6ZQZTMbXZXLinldrwn7cxj4bdh0bDPtxCQkVLaPzXIpGhjvXF6KmzQStQozPj/TC5Y2ttpM6hRi3rS1AeY4eQw4PPj/Si9f3dIy5nUjAwKCUoM96otVaikaKIYeXWm0imEjw2Mf1+O0VCwEEy/b8/KISbChKxn/3dWFxtg4JqtBqtpLxiQUzOxFalKWDWirC9sYBKI83b6BZTTKRdJ0cV1Zk4dmtx8J63C/r++NusoLEJgo2Y4BMLMSLNy2D18/ikQ/rsLNpAP1WNxiGQV6iAlUt4es+EU6FySrcvaEQZ8xJgtHuxotft0KrkKAoVYNluQY4vD409dnh9PpRmqHBT86fj4c/rMM5JSnITVAiy6DAf/d14f2D4VtaimVdJid+euH8MUu8Z8xJwhlzkjgaVXxqGZxZU4SDHSZ89aP1qGw2QiERQRGBxCMSX65flYu/bWsOawKo0+tH66ADdreP6roSTtGrL0wi3a2BYRg4PT7U9VjQ2GfDN1fkQCMXY928JDz47mHsP6klZYZOjkG7m9MZ0MJkFX5z2QIUJqtwx0vVqGwxnrYW6LLcBBSnafHOnatHPY95iUrkJCiws2kQTX02WN3BoscKiRCOWbYXaSb1WSdic/uoNMo4rl6WjfdmsH8uwAJnPrYFFbl6PHFVGbRyeo7J6aVp5Ti3JAUfHAxvN6t97SY4PH4KNgmnaNNcmLy+px3bGwYwFMZEHrvbhz6ra+T7DpMDQw4vfAEWL+xswZOfN+Dyp3eOCjRzExTI0Mk5DTRzEhR47rqlWJKtg0jIYHfz6QNNiVCAr48N4rkdzdjfESxwzB6/Q2WzERuKkvHPm5bhosXpyDHI8fOLiiGlgsUzdrTXilUPf47PDvdyPRTeyUtUzvgY/gCLXceMaOi1wuIMT2cYEt++tSI37Mf8sr4fDWFsh0nIdNCpTph8oyIbZocXLt/MZtvqe6z47Egvmvps+O/+LvgCLAxKCT65dy1K0rV4646V+OxIH+5/88BIF6GT3bI2Hy/saJnRGKZLrxDjvNJUfGdd4cj+tNenULLJ4w/gWL8Nly4uQ22XBTkGBX79wRH86tJSLMzUYl6qGlKREL+5bAHsbh9YsBAJGOw6ZsTWo/2wuSf/IP/0cC8YADa3HwsyNNjXbsL2xkGUZevw128vneFPHnvueKkanx/pg8cfwG8+PIKzimlf18nCNWueppUhTSvHkMOLZI0sLMck8WtFvgHFaZqwl9765ftH8OF3zwjrMQkJBQWbYaRViKGFeEbHKExWoaZtCFtNTviO790RMMDRHisSC6VQSES4eFE6KnL1uPLZr9FuDJa9kYkFOKc4FSXpWvzsomJ867nKGf880zG81xIA/ru/C796/8i4t0vTyvDTC4pxtNeK9iEHLlmUDqPdA4NCjN9+VIdHLl8AkVCAhZm6UfcbXgr65oocLM014Nsrc9BmdCA/SYlktQxqmQgOjx9tRgca+mzoMTthdnrx0q42/OPrVgDAW3uBBKUEZdk6WJxevLu/C5tKUyESzp7Z0nmpanx4KLhc1zxgxzv7OrG+KBka2cxev/GiMFmFm9bk4bntzTM6zsb5yZBLhGg3OsI0MhLPGIbB/54/H998bjdUUhHWzk3EJ7W9I58F03Wk24IukxPpYS7pRchUMSzLr67aFosFWq0WZrMZGs3sLhVicXnR1GdDWbZ+3OuH7B7U91qRqJIgU6+ATHwiCeG+1/fh33s7ozLOolQ1MnRy3L+pCHNT1COXP/7ZUXx0qAdpWhm+rO8fufz2Mwtw8xl5SBwnc/pYvw15icpJ9796/cFtAuIpBIgeXwA7mwbw9bFBmOxezElR4dKyDPz4rYNwef3Y3jiAG1bn4sebiiAVjZ/IYXJ48HXTIL5qGMC3VuSgOMbL2Hh8AVz8x+2we3wjJyxPXLUYlyzO4Hhk/DH8HNX1TH8JclGWDn/5Vjn2tZtwbklqGEdH4tnDHx5Bx5AT/1OeieufrwrLMZ+/oQLr51GRdxI+ocRrNLPJYxqZeMJAEwi22FuRnzDudWvnJEUl2FyWa8Dvrlw0blmXVQWJcHkDeH5HMyRCAX51aSmW5uqRn6Sa8Hinu+5kUwkyh0lEAqybl4x1J73Rtg7aYXZ6RjL5n9/Rgh2NA3jsikVYlKUbdf+djQO49rndYNlgbct39nXi0C/Ojem2gxKRAL+/cjHMTi8A4MF3a/F10yAFmyeRiAS4Z+McfOflvdM+Rn2PBQqJcKT/NSFT8cCm+fAHWLxZ3R62Y7YM2IF5YTscISGhYDNO/X3HzJb/pmJuigr/um3FuLOQLq8fL+5qhUoqwn1nz8WqgkQsyAx/NvV05SQo8cbtq3C4y4K39nbgk8M9ONprw2VP78APzy3CHesKAAADNjce+6R+JMHpjDmJONRpxvff2I8fnDsv7J1mounk2dmPvrd2zPXbGwbQPuRAQZIKBqUEBUmTzzjHm7Pmp0AmFkw74c7lDeBorw32KewrJuRkbp8fruP78oUCZsYlkWZb9Q7CLxRsxqnf/c8iXPTH7SMfkivzE7BmTiL++EUj/Cw7UiQ9USXF5vIMfHq4F8f6T9QWXJipxYHjmeETaeiz4dzHv8LK/ATcsa4QqdoTCRAysRBPXV0WgZ8svIrTNShOL8aPzpuHrfX9ePDdw3jy8wYUJCnxZX0fHB4/jnRbkJOgQLfJherWIdywKhdPftGIDw524793rcG8VPXkDxSDtjX24+umQQzaPOg0OSETC/D0tUuwoWj2JBNJRAKUZenx9Qy6sBzptsx4zx2ZfRweP5zeAJQSIc4uTsF/9nXN6HjUGINwiYLNOOTxBVDXY0WABW5bm49UrQyXLEqHQSXFVRVZEAoY/KemE7949zCuW5mDc0pS8Y+dLShMVuGysgycOTcJT3zeAOD0wSbLAkd7bfD4Arh+dV50frgIkYqEOKckFflJStz4wh7c+mI1GAbIS1Dil5eUQqeQ4J5Xa2B1+ZCkkSE/UYljA3Zc+ezXuG5VLu44swDyOCvc/cCm+SP/bxkIFt8vSlXj08O92FCUDGEMbyMIxfqipBkFm10mJ3ITlOizuCgjnUyZgGFQkqbBTy8sxkPvHp7x8Ybb2hLCBUoQilN2tw9ioQASkQB1PRYUpY59Lv/yVRMGbB787/nz4fL6IRMLMWBz4+q/7EJDn21Kj/P7Kxfh4kXpI5nc2xv6wQIx3dHG6vLij1804sVdrXB4/JCKBPjBOfOwo2kAO5sGcU5xCi4ry8CtL1bDH2CRqJIi2yDH366rgEEp4Xr4YefxBWB2epGklqK6dQibn9mJ+86eiw1FyWjqt2FTaRokcVz31Ozw4vwnt6HT5JzW/dfPS8JPLpiPuh4rLlyYHubRkXhV12OByeFFfpISt/yzelQ95el4/BuLcWkZ7ckm4RNKvEbBJhmlddCObz1XibYplGq5bW0+frypCAzDwOTw4JmtTfj33k6opMHyTPeePTcKI44ci8uLt6o7kKSSIl0nR32vFevmJuHFXa1YlKWD0+PDsX47tjUOoKbNhGuWZ+PXl5bG3b7GDw92485X9uLpa5dgeV4CznviK/RaTvSvL0pV45VbVsRloD3M7vZhT+sQdh0bxD93tsAewv43iUiAHfevx4tft+K+cyhDg4Tu7ZoO3Puv/TM6xlt3rER5jiFMIyKEstHJDLxV3XHaQDNVI8NNa/KwcX7ySOa4y+vHjsYB9FtceHTzQpTn6uOiXqNGJsYNq/Nw0VPbcaTbggDL4ow5Sei1uLAsz4DbXtyPCxamYd28JNR2WvBWdQcKkoL1GePJeaWpyE0IdtTRKyV48/ZVeKO6A09+3gAAqOux4qKntuPf31mFlDhdJlZKRThzbhLOnJuEjUXJuOfVGnSZXZPfEcGZ4Zd2tUEqjq9tFiR68hOnVqXjdDL1YyuGEBIt8bv2RaZl/wRJQUIBg7s3FOKdu1bjlrX5yE9SgWVZVDYb8eC7tXh3fxc+PdKHF3a24OgM6hLy0WP/sxDzUtUIsMCOxgGoZSIkqqRI0UhxpMuCZLUMb92xCqUZWvz6/cPY3jDA9ZDDimEYfPGDdTivNA0AkGVQ4K71hRCdtGczUSWZNT3Wl+YasPVH6/HJvWtxyxl5mMrW1X9+3YJUjRQ+PyVpkNDlJ82sfapEJEDSOHWNCYkWCjbJiHf2dY7ZRC4XC3Hp4nT8+45V+P4585CikYFlWfzmgyMo/fnH2FLfh1cr2/FRbS+EAgYurx+vVLYhEEfZt0WpGvz120uRm6DALy8tQXmOHp0mJ+5cX4hjA3Yc6bZAKxejddAOoYDBPa/VxH3HGIlIgJvOyMOta/Pxr1tX4LVbV450d5oNxEIB5qao8ZMLivH36yuwqiDhtAlTQw4v+m0eCOJsiwWJDrVMjLJs3bTvn6yWxnRdYBL7Zs+nA8fcPj/ajQ4UJvOvTE7HkAM/evMAdjaNzbh99IqFuGjR6KQGr5/F50d6Yff48fyOFogEDOamqLGyIAFXL8vi5c84U+k6Oe49ey6e3XoMh7st+M1lCxAIsEhWS3HhwnRkJyiQqJJiwOaB0e7Bdc9X4oN7zhjV1SnenJytPpsNNwywu33oNrvQZ3HhSI8VHx7sxp7WoZHbPfpRHQqSVDib+tCTabjjzALc+mL1tO6rlNBHPeEWJQhFCcuy8PpZ3mXt+gMs1j765ZhMW5VUhKsqsnD3xjnQysfuv/yktgeHuy1oHrAjL1GJwmQVFmRokZMws+UePtvTYkSWQYHr/l4Jo92DJ68qQ6JaAovTi//u70Z+khJubwAv7GxBv9WN/7uoGN9akcP1sAmHdjQO4K5X9sKglOCG1Xk4tyQVSWpaziShY1kWf9vWjEc+qgu5wPviLB3+c+fqCI2MzFaUjU4m5Q+w+Ou2Y2jqs+GN6o6Ryw1KCe49aw7OLU1FsnryZI939nXivNLUCXuKx6OH3j2Mv+9oxks3Lcdjn9QjWS0FwwA1bSbMSVZhU2kq/r6jBW6vH898s3xM+0syuxjtHji9/pjuNkX4o3nAjreqO/DCzhbYptiZ6v7zTnRFIyRcKNjkMa8/gPoeK0ozuGnd2GN24ckvGvDRoZ6Rfs1CAYMl2Tr8eNN85CYokDDJRvJ+qxsNfVbIxcLT9m6PZ9f9vRJXLs2CRCTAr98/jG+vzMXre9rx4MXFeO9ADzbOT8adL+9FilaG5XkG3La2ALmJ8TvrO+z9A91YkKFFdgJlvhISSbf8cw8+Pdw76e3UUhGqfnpWXG/pIdyg0kc8JhYKOAs03z/Qje+/sW9Mn+eiVDWevrZ8yst7iSoJktSJkRhizLj5jDwIGQZDDi8y9HKsKkxAQ58VAzYPREIGD717GN9cmXO8JFInXqtqR3GaBredWYCLF8VvYe8XdjajtsuC+88rwjXLsyEW8mvbCCHx4vpVuVMKNm9ck0eBJuEcfRLEMZvbh8pmI9qNDnj9AfzkPwfHBJrL8gx4+PIFIRXkjrei5dNxxpwkrCpMxOJsHX596QLUdVvRb3Xj9T0dWJmfgMJkFeQiIUxOD1K0UpxbkoraLgvuebUG1/29EtUnJY7Ek5X5CXB4/Pj5f2ux4Xdb8HpVO7xU7oeQsFtdmIjLp9AR6Ju0b5zwAM1sxqEeswuPfVyPd/d3weMPYEW+AYkqKYrTNBAezxxPVkuxuTwTiVOsvdY8YIdBKRk3WWg2G96HN2BzQyIS4LMjPdjeOICXblqOHY0DWJpjQOugHbVdZpRlaVHTbsbWo/34+UXFHI88MiryTnQoaTc68aO3DuCpLxvww3OL4npGlxAu3L6uAP+u6ZzweqlIgERV/Hb2IrGDgs04U9djwbV/3Y1Buwc/OGcu3qzuQI/ZhRSNDHeuL8SqggS4vAHIxIKQZijzZsF+w5nwB1icPT8FgQDw8eEefNXQjznJKiSoJLjlH23w+ANYOycJNe1mCAUMUrXx12knEGBHugqdrN3oxHdfq4FOLsbauUkcjIyQ+DQ3RY1VBQnjlq0Dgu/btBJF+CCkZfSHH34YFRUVUKvVSE5OxqWXXor6+vpRt1m3bh0Yhhn1dfvtt4d10GQsnz+Aj2t7cM+rNRi0e3BeSSpuXJOH3125GP+9azX8ARYpGimsbh8EAsAXR0XX+UAgYOD0+rEkRweWBZ7d2gShgMHBDjOuW52DRZlapGqDs8j+AIu6OOuyBAA/+c8hVLWMvz2AZYGntzRGeUSExL/bzizA+nnjn8SdV5qKxr74e68hsSekYHPr1q248847sWvXLnz66afwer0455xzYLfbR93ulltuQXd398jXo48+GtZBk6D6Hite2NGMxj4bbnihCr9+/wh+eWkpfn/lIvzxmjIoJCKU5+ihlonxs4uKkZ+oxCu722B1+tDQZ+N6+HGlIteAixal41i/Hb+6tBQChsFP3j6E76wrhAAMnry6DB/XBjfzrypIQFmclUNqHrDj1cq2096modeGvW3xuVeVEK78+K0DyElQQiY+8XGem6DAjavzkJegRKqWSm4R7oW0jP7RRx+N+v6FF15AcnIyqqv/f3v3GhPVua8B/JnhMjDKAAMMAzIiVkSLd7vbQr3UG9R6qyaNB6PVth5aq21qrRWjFu2J2U1N7XbX2uhuRT2Nab/YrbEWjxwg1i2nGgQRVERFC4FBS8FBVG7zPx8I042ADMoaBub5JfNh3vW6fOdZy+U/6/KubEyaNMnWrtVqYTQau2eE1MYvRbex8Z/5uFnZ/ErEKVEGrJ4eiXHhelgeNCDU1xvu//YUsEqlgsGn+TWTiRMHQ61WIZATS3c7Hy8PzB0Tiu/PlOB00lT8539nQ61WYeXUIWhotGLdS8OQfvkW3p8+tM9d2grXazEoQIsblR2/prOyth6rf8jFidWTne7lBkS91dwxoci8fBtvToiAu1oNk16L+WMH4NrtuzhfUo3+LvQaWXJeTzTP5tWrVxEZGYkLFy5gxIgRAJovoxcUFEBEYDQaMWfOHGzatAlabfvz7tXV1aGurs723WKxwGQy9dl5Np9UobkGC3b9Cya9Fu9OjYTGXY3RJj/4envgQWMT+nu68x24PcxqFZfcBrsyr+Kz1MJO+z0Xoce+15+FtyenYyFSgohgz8nrzQUopx8jhThkUner1Yq5c+eiuroap06dsrXv2bMH4eHhCA0NRV5eHtatW4dnn30Whw4danc9mzdvxpYtW9q0s9j8k9UqKK26j4EBWjRZBUW3ahAR2K/NW3sq79ZBrVLBvwvTGBF1l0JzDeL/drLTfm5qFTLWvMiJ34kUcuP3Wuj7e0LnxdlDSDkOKTZXrFiBn3/+GadOnUJYWFiH/dLT0zFt2jRcvXoVTz3V9nVZPLPZloig/M4D+Gs9cbeuAQeybmLB2AEYxCcLyYmJCGL+mg6z5UGHfXw07vh7wlhMGWZw4MiIXEdtXSPc1CpO5E6KU/wNQqtWrcLRo0dx8uTJRxaaAPDcc88BQIfFpkajgUbD+wf/3f9crMCmf+YjLjoY//GXgVgTF9XTQyLqlEqlgo+XO8yWtst8vNwxMTIQq6cPRWSwj+MHR+QCin+v5TR15JS6VGyKCN599138+OOPyMzMRERERKd/Jjc3FwAQEhLyWAN0BX/U1iPrWiVejAqC1tMNRRU18PX2wBiTP4aHuObZXeqd7tU3tfqu9XTDXxeMxMsjQ/jqSqJuUvLHPXi4qWH09UJeaTXuPmjEsxF6FprktLpUbK5cuRIHDx7E4cOH4ePjA7PZDADw9fWFt7c3rl27hoMHD+Lll19GQEAA8vLysHr1akyaNAmjRo1S5Af0drdqHmDzkQL4aT3hrgau/V6LmKcCsXziYF4GoV7nQcOfxWaorxf+sfQZRIf69uCIiPoOEUFqvhnx0UYcLzBj5sgQjArz6+lhEXWqS/dsdnS/YEpKCpYtW4aSkhIsXrwY+fn5qK2thclkwvz587Fx40a777/syj0Avd39+ibM3/Uv/NcrI/CXQfrO/wCRk/v7/xbhb2lXYBVgz5LxiIvmFGhE3eFimQVPGfrBagVnciCn4JAHhJTS14vNszf+wOgwP3i6q3Gp3IKIwH48g0l9Sl5pNQ7nlmH9zGGcdoWIqI9iselk8kqrMSiwH6ehICIioj6hK/UaTzs8hjv3G/Dx4Xw8XKf/VnkPVyravod2VJgfC00iIiJySXyP1SNYrYLc0mqMG+iPJqsgr7Qaxb/XorTqPiZFBiG3pBrmOw8QGdwfA/X9OEk1ERER0UNYbKL5Mvf/Xa/EazGDkFl4G+PC/ZB8uAArXxyCEJ0XgOa3nowd6I+xA/17eLREREREvQeLTQBDg31w90EjSqvuY2hwf/xRW49lsYMwPMQHbnzAgYiIiOixsdgE4OXhhtghgT09DCIiIqI+h6ftiIiIiEgxLDaJiIiISDEsNomIiIhIMSw2iYiIiEgxLDaJiIiISDEsNomIiIhIMSw2iYiIiEgxLDaJiIiISDEsNomIiIhIMSw2iYiIiEgxLDaJiIiISDEsNomIiIhIMe49PYCHiQgAwGKx9PBIiIiIiKg9LXVaS932KE5XbNbU1AAATCZTD4+EiIiIiB6lpqYGvr6+j+yjEntKUgeyWq0oKyuDj48PVCoVgObq2WQyoaSkBDqdrodH6DqYu+Mxc8dj5o7HzB2PmTteX89cRFBTU4PQ0FCo1Y++K9Ppzmyq1WqEhYW1u0yn0/XJDebsmLvjMXPHY+aOx8wdj5k7Xl/OvLMzmi34gBARERERKYbFJhEREREpplcUmxqNBsnJydBoND09FJfC3B2PmTseM3c8Zu54zNzxmPmfnO4BISIiIiLqO3rFmU0iIiIi6p1YbBIRERGRYlhsEhEREZFiWGwSERERkWKcrtjcunUrYmNjodVq4efn12Z5ZWUlXnrpJYSGhkKj0cBkMmHVqlVt3qWemZmJcePGQaPRYMiQIdi3b59jfkAv1Fnm58+fR0JCAkwmE7y9vTF8+HDs2LGjTT9mbr/OMgeA9957D+PHj4dGo8GYMWPa7ZOXl4eJEyfCy8sLJpMJn332mXKD7uXsyfy3337DrFmzoNVqYTAYsHbtWjQ2Nrbqw/38yZw7dw4zZsyAn58fAgICkJiYiLt377bqY892IPtduXIF8+bNQ2BgIHQ6HSZMmICMjIxWfZh598nMzIRKpWr3c/bsWVs/Vzp+O12xWV9fj1dffRUrVqxod7larca8efNw5MgRXLlyBfv27UNaWhrefvttW5/i4mLMmjULU6ZMQW5uLt5//30sX74cx48fd9TP6FU6yzw7OxsGgwHfffcdCgoKsGHDBqxfvx47d+609WHmXdNZ5i3eeOMNLFy4sN1lFosFcXFxCA8PR3Z2NrZt24bNmzdjz549Sgy51+ss86amJsyaNQv19fU4ffo09u/fj3379uHjjz+29eF+/mTKysowffp0DBkyBL/++itSU1NRUFCAZcuW2frYsx2oa2bPno3Gxkakp6cjOzsbo0ePxuzZs2E2mwEw8+4WGxuL8vLyVp/ly5cjIiICzzzzDAAXPH6Lk0pJSRFfX1+7+u7YsUPCwsJs3z/66COJjo5u1WfhwoUSHx/fnUPsc7qS+TvvvCNTpkyxfWfmj8eezJOTk2X06NFt2nft2iX+/v5SV1dna1u3bp1ERUV18yj7lo4yP3bsmKjVajGbzba2r7/+WnQ6nS1j7udPZvfu3WIwGKSpqcnWlpeXJwCkqKhIROzbDmS/27dvCwA5efKkrc1isQgAOXHihIgwc6XV19dLUFCQfPLJJ7Y2Vzt+O92Zza4qKyvDoUOHMHnyZFtbVlYWpk+f3qpffHw8srKyHD28PuvOnTvQ6/W278zc8bKysjBp0iR4enra2uLj41FYWIiqqqoeHFnvlJWVhZEjRyI4ONjWFh8fD4vFgoKCAlsf7uePr66uDp6enlCr//yvx9vbGwBw6tQpAPZtB7JfQEAAoqKicODAAdTW1qKxsRG7d++GwWDA+PHjATBzpR05cgSVlZV4/fXXbW2udvzutcVmQkICtFotBgwYAJ1Oh2+++ca2zGw2t/pHAwDBwcGwWCy4f/++o4fa55w+fRo//PADEhMTbW3M3PE6yrxlGXWNPXlyP38yU6dOhdlsxrZt21BfX4+qqiokJSUBAMrLywFwv+5uKpUKaWlpyMnJgY+PD7y8vLB9+3akpqbC398fADNX2rfffov4+HiEhYXZ2lwtc4cUm0lJSR3eLNvyuXz5cpfW+cUXX+DcuXM4fPgwrl27hg8++ECh0fdOSmQOAPn5+Zg3bx6Sk5MRFxenwMh7L6Uyp44xc+dg73aIjo7G/v378fnnn0Or1cJoNCIiIgLBwcGtznZS5+zNXESwcuVKGAwG/PLLLzhz5gxeeeUVzJkzx1bgk30e53hTWlqK48eP48033+yhUTsHd0f8JWvWrGl1A3h7Bg8e3KV1Go1GGI1GDBs2DHq9HhMnTsSmTZsQEhICo9GIioqKVv0rKiqg0+lsl2z6OiUyv3jxIqZNm4bExERs3Lix1TJmrkzmj9JR5i3LXEF3Zm40GnHmzJlWbQ/nyf28fV3ZDosWLcKiRYtQUVGBfv36QaVSYfv27bbl9mwHsj/z9PR0HD16FFVVVdDpdACAXbt24cSJE9i/fz+SkpKYuZ0e53iTkpKCgIAAzJ07t1W7qx2/HVJsBgUFISgoSLH1W61WAM33AwFATEwMjh071qrPiRMnEBMTo9gYnE13Z15QUICpU6di6dKl2Lp1a5vlzFz5/fxhMTEx2LBhAxoaGuDh4QGgOfOoqCjb5bG+rjszj4mJwdatW3Hr1i0YDAYAzXnqdDo8/fTTtj6uvp+353G2Q8slw71798LLywszZswAYN92IPszv3fvHgC0OXOsVqtt/3cyc/t0dT8XEaSkpOC1116zHaNbuNzxu6efUHrYzZs3JScnR7Zs2SL9+/eXnJwcycnJkZqaGhER+emnn2Tv3r1y4cIFKS4ulqNHj8rw4cPlhRdesK3j+vXrotVqZe3atXLp0iX56quvxM3NTVJTU3vqZzm1zjK/cOGCBAUFyeLFi6W8vNz2uXXrlm0dzLxrOstcRKSoqEhycnLkrbfekqFDh9r6tDy9WF1dLcHBwbJkyRLJz8+X77//XrRarezevbunfpZT6yzzxsZGGTFihMTFxUlubq6kpqZKUFCQrF+/3rYO7udP7ssvv5Ts7GwpLCyUnTt3ire3t+zYscO23J7tQPa7ffu2BAQEyIIFCyQ3N1cKCwvlww8/FA8PD8nNzRURZq6UtLQ0ASCXLl1qs8zVjt9OV2wuXbpUALT5ZGRkiIhIenq6xMTEiK+vr3h5eUlkZKSsW7dOqqqqWq0nIyNDxowZI56enjJ48GBJSUlx+G/pLTrLPDk5ud3l4eHhrdbDzO3XWeYiIpMnT263T3Fxsa3P+fPnZcKECaLRaGTAgAHy6aefOv7H9BL2ZH7jxg2ZOXOmeHt7S2BgoKxZs0YaGhparYf7+ZNZsmSJ6PV68fT0lFGjRsmBAwfa9LFnO5D9zp49K3FxcaLX68XHx0eef/55OXbsWKs+zLz7JSQkSGxsbIfLXen4rRIRccAJVCIiIiJyQXz8j4iIiIgUw2KTiIiIiBTDYpOIiIiIFMNik4iIiIgUw2KTiIiIiBTDYpOIiIiIFMNik4iIiIgUw2KTiIiIiBTDYpOIiIiIFMNik4iIiIgUw2KTiIiIiBTDYpOIiIiIFPP/MEHQRWiplYAAAAAASUVORK5CYII=", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "def reposition(df, idx, xoff=None, yoff=None, xscale=None, yscale=None, simplify=None):\n", + "\n", + " def move_and_scale(series):\n", + " if xoff or yoff:\n", + " series = shapely.affinity.translate(series, xoff or 0, yoff or 0)\n", + " if xscale or yscale:\n", + " series = shapely.affinity.scale(series, xscale or 1, yscale or 1)\n", + " if simplify:\n", + " series = series.simplify(simplify, preserve_topology=False)\n", + " return series\n", + "\n", + " df.loc[idx, 'geometry'] = df.loc[idx, 'geometry'].apply(move_and_scale)\n", + "\n", + "\n", + "usa_copy = usa.copy()\n", + "reposition(usa_copy, usa.name == 'Hawaii', 51, 5.5)\n", + "reposition(usa_copy, usa.name == 'Alaska', 35, -34, 0.35, 0.35)\n", + "\n", + "usa_copy.plot(figsize=(8,8))" + ] }, { - "data": { - "text/plain": [ - "" + "cell_type": "markdown", + "metadata": { + "id": "d1p9cWNxt1LU" + }, + "source": [ + "#### China\n", + "\n", + "China claims sovereign over Taiwan. For disputed territories, we respect each country and give them what they want.\n", + "\n", + "In addition, Hong Kong and Macau should also be included in a China map." ] - }, - "execution_count": 50, - "metadata": {}, - "output_type": "execute_result" }, { - "data": { - "image/png": "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", - "text/plain": [ - "
" + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "vN4Ngpe7t1LU", + "outputId": "3bcdc612-cc01-49be-fe19-f6e08e833fca" + }, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
featureclascaleranklabelranksov_a3typeadminadm0_a3gu_a3nameabbrev...name_svname_trname_ukname_urname_viname_zh_xname_zhtgeometryname_zh_yiso_3166_2
0Admin-0 country04CH1CountryHong Kong S.A.R.HKGHKGHong KongH.K....HongkongHong KongГонконгہانگ کانگHồng Kông香港香港MULTIPOLYGON (((114.22983 22.55581, 114.23471 ...香港特别行政区CN-91
1Admin-0 country03TWNSovereign countryTaiwanTWNTWNTaiwanTaiwan...TaiwanÇin CumhuriyetiРеспубліка КитайتائیوانĐài Loan中华民国中華民國MULTIPOLYGON (((121.90577 24.95010, 121.83473 ...中国台湾CN-71
2Admin-0 country04CH1CountryMacao S.A.RMACMACMacaoMac....MacaoMakaoАоминьمکاؤMa Cao澳门澳門MULTIPOLYGON (((113.55860 22.16303, 113.56943 ...澳门特别行政区CN-92
\n", + "

3 rows × 51 columns

\n", + "
" + ], + "text/plain": [ + " featurecla scalerank labelrank sov_a3 type \\\n", + "0 Admin-0 country 0 4 CH1 Country \n", + "1 Admin-0 country 0 3 TWN Sovereign country \n", + "2 Admin-0 country 0 4 CH1 Country \n", + "\n", + " admin adm0_a3 gu_a3 name abbrev ... name_sv \\\n", + "0 Hong Kong S.A.R. HKG HKG Hong Kong H.K. ... Hongkong \n", + "1 Taiwan TWN TWN Taiwan Taiwan ... Taiwan \n", + "2 Macao S.A.R MAC MAC Macao Mac. ... Macao \n", + "\n", + " name_tr name_uk name_ur name_vi name_zh_x \\\n", + "0 Hong Kong Гонконг ہانگ کانگ Hồng Kông 香港 \n", + "1 Çin Cumhuriyeti Республіка Китай تائیوان Đài Loan 中华民国 \n", + "2 Makao Аоминь مکاؤ Ma Cao 澳门 \n", + "\n", + " name_zht geometry name_zh_y \\\n", + "0 香港 MULTIPOLYGON (((114.22983 22.55581, 114.23471 ... 香港特别行政区 \n", + "1 中華民國 MULTIPOLYGON (((121.90577 24.95010, 121.83473 ... 中国台湾 \n", + "2 澳門 MULTIPOLYGON (((113.55860 22.16303, 113.56943 ... 澳门特别行政区 \n", + "\n", + " iso_3166_2 \n", + "0 CN-91 \n", + "1 CN-71 \n", + "2 CN-92 \n", + "\n", + "[3 rows x 51 columns]" + ] + }, + "execution_count": 47, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Chinese Special Administrative Regions\n", + "china_sars = df_admin0_10m.loc[\n", + " df_admin0_10m.name_en.isin(['Taiwan', 'Hong Kong', 'Macau']),\n", + " [x for x in df_admin0_10m.columns if x in df.columns]\n", + "]\n", + "china_sars = china_sars.merge(pd.DataFrame(\n", + " data={\n", + " \"name_en\": [\"Taiwan\", \"Hong Kong\", \"Macau\"],\n", + " \"name_zh\": [\"中国台湾\", \"香港特别行政区\", \"澳门特别行政区\"],\n", + " \"iso_3166_2\": [\"CN-71\", \"CN-91\", \"CN-92\"],\n", + " },\n", + "), on=\"name_en\", how=\"left\")\n", + "china_sars" ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "finland = df[df.admin == \"Finland\"]\n", - "finland_copy = finland.append(finland_aland)\n", - "finland_copy[\"name_fi\"] = finland_copy[\"name_fi\"].combine_first(finland_copy[\"name_fi\"])\n", - "finland_copy = finland_copy.drop([\"name_fi\"], axis=1)\n", - "finland_copy.plot(figsize=(12, 12))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "#### Norway\n", - "\n", - "Remove NO-X01~ (The uninhabited Bouvet Island) and move Svalbard closer to mainland" - ] - }, - { - "cell_type": "code", - "execution_count": 51, - "metadata": {}, - "outputs": [ + }, { - "data": { - "text/plain": [ - "" + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "PP6E24eEt1LV", + "outputId": "2621d5f1-1edc-42fc-e8df-8afd6a525cc6", + "scrolled": false + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\bryan\\AppData\\Local\\Temp\\ipykernel_31064\\3440732423.py:2: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n", + " china_copy = china.append(china_sars)\n" + ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 48, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "china = df[df.admin == \"China\"]\n", + "china_copy = china.append(china_sars)\n", + "china_copy[\"name_zh\"] = china_copy[\"name_zh\"].combine_first(china_copy[\"name_zh_y\"])\n", + "china_copy = china_copy.drop([\"name_zh_x\", \"name_zh_y\"], axis=1)\n", + "china_copy.plot(figsize=(12, 12))" ] - }, - "execution_count": 51, - "metadata": {}, - "output_type": "execute_result" }, { - "data": { - "image/png": "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", - "text/plain": [ - "
" + "cell_type": "markdown", + "metadata": { + "id": "nqn5qsR-t1LV" + }, + "source": [ + "Note [ISO-3166-2:CN](https://en.wikipedia.org/wiki/ISO_3166-2:CN) has updated subdivisions to use letters instead of numbers (e.g. `CN-91` -> `CN-HK`). We kept the numeric code for backward compatibility." ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "norway = df[df['adm0_a3'] == 'NOR']\n", - "norway.plot()" - ] - }, - { - "cell_type": "code", - "execution_count": 52, - "metadata": {}, - "outputs": [ + }, { - "data": { - "text/plain": [ - "" + "cell_type": "markdown", + "metadata": { + "id": "iNnVk5dut1LV" + }, + "source": [ + "#### Finland\n", + "\n", + "The Åland Islands (ISO country code AX) is an autonomous region of Finland, and carries the ISO-3166 code FI-01." ] - }, - "execution_count": 52, - "metadata": {}, - "output_type": "execute_result" }, { - "data": { - "image/png": "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", - "text/plain": [ - "
" + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "LuNGgwiQt1LV" + }, + "outputs": [], + "source": [ + "finland_aland = df_admin0_10m.loc[\n", + " df_admin0_10m.name_en.isin(['Åland Islands']),\n", + " [x for x in df_admin0_10m.columns if x in df.columns]\n", + "]\n", + "finland_aland = finland_aland.merge(pd.DataFrame(\n", + " data={\n", + " \"name_en\": [\"Åland Islands\"],\n", + " \"name_fi\": [\"Ahvenanmaan maakunta\"],\n", + " \"iso_3166_2\": [\"FI-01\"],\n", + " },\n", + "), on=\"name_en\", how=\"left\")\n" ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "norway_copy = norway.copy()\n", - "norway_copy = norway_copy[norway_copy[\"iso_3166_2\"] != \"NO-X01~\"]\n", - "reposition(norway_copy, norway.name == 'Svalbard', -12, -8, 0.5, 0.5)\n", - "#reposition(norway_copy, norway.name == 'Nordland', 10, 0, 2, 2)\n", - "\n", - "norway_copy.plot()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "#### Portugal" - ] - }, - { - "cell_type": "code", - "execution_count": 53, - "metadata": {}, - "outputs": [ + }, { - "data": { - "text/plain": [ - "" + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "v8ig_jQDt1LV", + "outputId": "3f10b14d-dde2-46d9-f4f6-6f4311fb3e73" + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\bryan\\AppData\\Local\\Temp\\ipykernel_31064\\642512976.py:2: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n", + " finland_copy = finland.append(finland_aland)\n" + ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 50, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "finland = df[df.admin == \"Finland\"]\n", + "finland_copy = finland.append(finland_aland)\n", + "finland_copy[\"name_fi\"] = finland_copy[\"name_fi\"].combine_first(finland_copy[\"name_fi\"])\n", + "finland_copy = finland_copy.drop([\"name_fi\"], axis=1)\n", + "finland_copy.plot(figsize=(12, 12))" ] - }, - "execution_count": 53, - "metadata": {}, - "output_type": "execute_result" }, { - "data": { - "image/png": "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", - "text/plain": [ - "
" + "cell_type": "markdown", + "metadata": { + "id": "UP0QB9BZt1LV" + }, + "source": [ + "#### Norway\n", + "\n", + "Remove NO-X01~ (The uninhabited Bouvet Island) and move Svalbard closer to mainland" ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "portugal = df[df.admin == 'Portugal']\n", - "portugal.plot()" - ] - }, - { - "cell_type": "code", - "execution_count": 54, - "metadata": {}, - "outputs": [ + }, { - "data": { - "text/plain": [ - "" + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "8zBzSIqQt1LV", + "outputId": "cc8b6fbf-accb-44ba-b80a-a837df398c96" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 51, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "norway = df[df['adm0_a3'] == 'NOR']\n", + "norway.plot()" ] - }, - "execution_count": 54, - "metadata": {}, - "output_type": "execute_result" }, { - "data": { - "image/png": "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", - "text/plain": [ - "
" + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "-LXcKKOjt1LV", + "outputId": "546a286e-9682-4f9a-c57e-b19250d88a34" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 52, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "norway_copy = norway.copy()\n", + "norway_copy = norway_copy[norway_copy[\"iso_3166_2\"] != \"NO-X01~\"]\n", + "reposition(norway_copy, norway.name == 'Svalbard', -12, -8, 0.5, 0.5)\n", + "#reposition(norway_copy, norway.name == 'Nordland', 10, 0, 2, 2)\n", + "\n", + "norway_copy.plot()" ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "portugal_copy = portugal.copy()\n", - "reposition(portugal_copy, portugal.name == 'Azores', 11, 0)\n", - "reposition(portugal_copy, portugal.name == 'Madeira', 6, 2, simplify=0.015)\n", - "portugal_copy.plot(figsize=(8, 8))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "#### Spain" - ] - }, - { - "cell_type": "code", - "execution_count": 55, - "metadata": {}, - "outputs": [ + }, { - "data": { - "text/plain": [ - "" + "cell_type": "markdown", + "metadata": { + "id": "NqdSwt2ct1LV" + }, + "source": [ + "#### Portugal" ] - }, - "execution_count": 55, - "metadata": {}, - "output_type": "execute_result" }, { - "data": { - "image/png": "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", - "text/plain": [ - "
" + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "mznw0XOgt1LV", + "outputId": "7e8085bc-abd9-4592-f047-62fa1a45eb01" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 53, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "portugal = df[df.admin == 'Portugal']\n", + "portugal.plot()" ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "spain = df[df.admin == 'Spain']\n", - "spain.plot()" - ] - }, - { - "cell_type": "code", - "execution_count": 56, - "metadata": {}, - "outputs": [ + }, { - "data": { - "text/plain": [ - "" + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "yfAO1qFrt1LV", + "outputId": "9151ce8f-2412-415b-da73-eeec613276d8" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 54, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "portugal_copy = portugal.copy()\n", + "reposition(portugal_copy, portugal.name == 'Azores', 11, 0)\n", + "reposition(portugal_copy, portugal.name == 'Madeira', 6, 2, simplify=0.015)\n", + "portugal_copy.plot(figsize=(8, 8))" ] - }, - "execution_count": 56, - "metadata": {}, - "output_type": "execute_result" }, { - "data": { - "image/png": "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", - "text/plain": [ - "
" + "cell_type": "markdown", + "metadata": { + "id": "jJyypJbJt1LV" + }, + "source": [ + "#### Spain" ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "spain_copy = spain.copy()\n", - "reposition(spain_copy, spain.name.isin(['Las Palmas', 'Santa Cruz de Tenerife']), 3, 7, 1, 1)\n", - "spain_copy.plot(figsize=(8, 8))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "#### Russia" - ] - }, - { - "cell_type": "code", - "execution_count": 57, - "metadata": {}, - "outputs": [ + }, { - "data": { - "text/plain": [ - "" + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "bbyDCO0Qt1LV", + "outputId": "f2a0594d-999b-4573-d008-5158f898a1c6" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 55, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "spain = df[df.admin == 'Spain']\n", + "spain.plot()" ] - }, - "execution_count": 57, - "metadata": {}, - "output_type": "execute_result" }, { - "data": { - "image/png": "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", - "text/plain": [ - "
" + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "yJ_Ueh7Rt1LV", + "outputId": "16fe59db-4be4-4e02-d37b-3098bdfa945a" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 56, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "spain_copy = spain.copy()\n", + "reposition(spain_copy, spain.name.isin(['Las Palmas', 'Santa Cruz de Tenerife']), 3, 7, 1, 1)\n", + "spain_copy.plot(figsize=(8, 8))" ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "russia = df[df.admin == 'Russia']\n", - "russia.plot()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Russia looks off because of Chukchi runs across E180. We need to move the parts on the other side of the map to the right." - ] - }, - { - "cell_type": "code", - "execution_count": 58, - "metadata": {}, - "outputs": [ + }, { - "name": "stderr", - "output_type": "stream", - "text": [ - "C:\\Users\\bryan\\AppData\\Local\\Temp\\ipykernel_31064\\127064943.py:6: ShapelyDeprecationWarning: Iteration over multi-part geometries is deprecated and will be removed in Shapely 2.0. Use the `geoms` property to access the constituent parts of a multi-part geometry.\n", - " for item in splitted_geom:\n" - ] + "cell_type": "markdown", + "metadata": { + "id": "-SNb1b-Et1LV" + }, + "source": [ + "#### Russia" + ] }, { - "data": { - "text/plain": [ - "" + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "60UpJMNwt1LV", + "outputId": "1c9ff3fa-83e6-411e-9dc3-0c718ee97d39" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 57, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "russia = df[df.admin == 'Russia']\n", + "russia.plot()" ] - }, - "execution_count": 58, - "metadata": {}, - "output_type": "execute_result" }, { - "data": { - "image/png": "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", - "text/plain": [ - "
" + "cell_type": "markdown", + "metadata": { + "id": "IOuQ_OzMt1LW" + }, + "source": [ + "Russia looks off because of Chukchi runs across E180. We need to move the parts on the other side of the map to the right." ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "def shift_geom(geom, cutoff=0):\n", - " border = shapely.geometry.LineString([(cutoff,-90),(cutoff, 90)])\n", - " splitted_geom = shapely.ops.split(geom, border)\n", - " moved_geom = []\n", - "\n", - " for item in splitted_geom:\n", - " minx, miny, maxx, maxy = item.bounds\n", - " if minx < cutoff:\n", - " moved_geom.append(shapely.affinity.translate(item, xoff=cutoff + 360))\n", - " else:\n", - " moved_geom.append(item)\n", - "\n", - " # got `moved_geom` as the moved geometry \n", - " return shapely.ops.unary_union(moved_geom)\n", - "\n", - "russia_copy = russia.copy()\n", - "russia_copy.loc[\n", - " russia.name == 'Chukchi Autonomous Okrug', 'geometry'\n", - "] = russia_copy.loc[\n", - " russia.name == 'Chukchi Autonomous Okrug', 'geometry'\n", - "].apply(shift_geom)\n", - "\n", - "russia_copy = russia_copy\n", - "\n", - "russia_copy.plot(figsize=(20, 20))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "#### France" - ] - }, - { - "cell_type": "code", - "execution_count": 59, - "metadata": {}, - "outputs": [ + }, { - "data": { - "text/plain": [ - "" + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "rfBkQf78t1LW", + "outputId": "8342e4b8-2483-4aac-8a79-e88d455297e2" + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\bryan\\AppData\\Local\\Temp\\ipykernel_31064\\127064943.py:6: ShapelyDeprecationWarning: Iteration over multi-part geometries is deprecated and will be removed in Shapely 2.0. Use the `geoms` property to access the constituent parts of a multi-part geometry.\n", + " for item in splitted_geom:\n" + ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 58, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "def shift_geom(geom, cutoff=0):\n", + " border = shapely.geometry.LineString([(cutoff,-90),(cutoff, 90)])\n", + " splitted_geom = shapely.ops.split(geom, border)\n", + " moved_geom = []\n", + "\n", + " for item in splitted_geom:\n", + " minx, miny, maxx, maxy = item.bounds\n", + " if minx < cutoff:\n", + " moved_geom.append(shapely.affinity.translate(item, xoff=cutoff + 360))\n", + " else:\n", + " moved_geom.append(item)\n", + "\n", + " # got `moved_geom` as the moved geometry\n", + " return shapely.ops.unary_union(moved_geom)\n", + "\n", + "russia_copy = russia.copy()\n", + "russia_copy.loc[\n", + " russia.name == 'Chukchi Autonomous Okrug', 'geometry'\n", + "] = russia_copy.loc[\n", + " russia.name == 'Chukchi Autonomous Okrug', 'geometry'\n", + "].apply(shift_geom)\n", + "\n", + "russia_copy = russia_copy\n", + "\n", + "russia_copy.plot(figsize=(20, 20))" ] - }, - "execution_count": 59, - "metadata": {}, - "output_type": "execute_result" }, { - "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAAi0AAAFnCAYAAABqwnnlAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/NK7nSAAAACXBIWXMAAA9hAAAPYQGoP6dpAAAxQUlEQVR4nO3de3RU9b3//9fcc53J/UYSCIICIogoGG/1kkqpbbWi39baViw/rDZaEdqjHK3W3zoWlvXUVlsvbS3aUxWL56cercrxYIvt1yAQ5RIUBLkkIZkESDKTC5nJzHx+f0RHcwBLkMlkm+djrb0W89l79n7PR2Rea8/n89k2Y4wRAADAMGdPdgEAAABHg9ACAAAsgdACAAAsgdACAAAsgdACAAAsgdACAAAsgdACAAAswZnsAj6rWCympqYmZWZmymazJbscAABwFIwx6uzsVElJiez2o7uHYvnQ0tTUpLKysmSXAQAAjkFDQ4NKS0uP6ljLh5bMzExJ/R/a6/UmuRoAAHA0gsGgysrK4t/jR8PyoeWjn4S8Xi+hBQAAixnM0A4G4gIAAEsgtAAAAEsgtAAAAEsgtAAAAEsgtAAAAEsgtAAAAEsgtAAAAEsgtAAAAEsgtAAAAEsgtAAAAEsgtAAAAEsgtAAYEfqiMe3a36W/bm1VdyiS7HIAHIOEhpaf/vSnstlsA7YJEybE9/f29qq6ulq5ubnKyMjQnDlz1NLSksiSAIxAz73TqFPv/m/d8Ke3tejPG/REzW4dDEfV1h1OdmkABiHhd1pOPvlkNTc3x7d//OMf8X233HKLXnzxRa1YsUKrV69WU1OTLr/88kSXBGCEWburTd3hqLb6O+VLc+mvW1t15aNv6urfv6XAwT4ZY5JdIoCj4Ez4BZxOFRUVHdIeCAT02GOP6amnntKFF14oSVq2bJkmTpyoNWvW6Mwzz0x0aQBGCG+KU6ePztamvQHt2t+jXft7lOKyK8Xl0NS7/1tXzSjX5FFefXlysbLT3ckuF8ARJPxOy/bt21VSUqKxY8fq6quvVn19vSSptrZWfX19qqqqih87YcIElZeXq6am5ojnC4VCCgaDAzYAOJI33m/Vc+80af2ednkcNo3NS9fMihyNL8jUpCKvxuSmaVNjhx766wdav6ddxhj9Z22jYjHuvgDDTULvtMycOVOPP/64TjrpJDU3N+vuu+/Wueeeq7q6Ovn9frndbmVlZQ14T2Fhofx+/xHPuWTJEt19992JLBuAhbUGe/XcO3v1bnNQGxo6tOdAj8bmpakrZFdnKKrOULd27u+WJE0u8Wr3gZ74e/9Ys1t3vVCnnr6oJhRn6uQSX7I+BoDDSGhomT17dvzPU6ZM0cyZMzV69Gj9+c9/Vmpq6jGdc/HixVq4cGH8dTAYVFlZ2WeuFcDwF4nG9IMn31ZzoFezTynSD84fN2D/zn1duvj+NxQzRp+8URI4GJHdZlexz63sNLcyUpxqCfbKabfFj0lzO/Rec1D7u/oH51758Ju6ZEqJvjmjTB6nQycVZihqpBSXY0g+K4BDJXxMyydlZWXpxBNP1I4dO/TFL35R4XBYHR0dA+62tLS0HHYMzEc8Ho88Hs8QVAtguHE67LpieumHweWgdu3rVlaaS5kpLp1YmKHNewO6YEK+ane3qyI/XZGYUTgSUywa0+62g2oO9Ko50Cupf5xL9MNkM7E4U5kel2LGqCDTo6ZAr0qzUrWitlFvfnBAmSlOpboc2tIU1PVfGKuFF5+UzG4ARqwhDS1dXV364IMP9J3vfEfTp0+Xy+XSqlWrNGfOHEnStm3bVF9fr8rKyqEsC4CFXHxykSpPyNXft+/XG+/vU0tnaMD+nDS32nr61LanQ5LksElnj8tVbqZHTR0hZaY4lZHilDFG0ZhRY/tBpbocWru7bcB5TizMlCTt7TioM8ZkKxI1CkdjeuD1HXq5zq+ZFTlq6wnrSycXKT/Do1PLs5TmHtJ/UoERJ6H/h/3oRz/SV7/6VY0ePVpNTU2666675HA4dNVVV8nn82nevHlauHChcnJy5PV6ddNNN6myspKZQ8AIZT78WaexvUev1vnlctj17TNHy+0cOGcgP7P/bmt5bpqKslKU4uz/yaY7HFFzR69mjMnRu80BpbmdKs1OVcfBiDY1BnTW2Byle5xqDvSqrikoh92m80/K09+3Hziklr5ILP5nu82mzXvbdcaYbO3a360drV3KSXNrX1dIr7/XqkjM6P+99GRdPXN0AnsHQEJDS2Njo6666iodOHBA+fn5Ouecc7RmzRrl5+dLku6//37Z7XbNmTNHoVBIs2bN0kMPPZTIkgAMI5FoTA67TX96q16vbG7WngM9isRiOrEgU3/fsV+S9OYH+zWjIkdrdrYpL8Ottu6wstPcGpuXrr3tB1XoTdH21i5lpbriA2wPdLdp+uhs1e5pV2tnSGPz01Xo9WjHvm7t7wopzd0fcqIxo55QTKeWZslul95v6dK4/HQ5HTYFeyMaX5Ch7a1dstmkSExat7tdTps0tdSnmDGKxGIKRWL69yunas700qT1IzBS2IzFV1UKBoPy+XwKBALyer3JLgfAIHwUWn7x2vva5u/U61v771pMLvGqrunQ5Qymlfn0TkMg/np8QYZ27+9WX8yoIMOtAm+K9nWG5E11Kd3j1KbGjviA3LKsFOV7U5Tucerv2/cr1eXQySVe2e1SXWNAPX0f31mZWurTxsb+65wzLlfr97RrcolPnb0RBQ72KcVlV6rboa5QRJ29Ea1ZfBEDdIFBOpbvb36ABZA0Tkf/zz6Xnlqip95qUOTDhJHmcuiE/HT1hCPKz0iRx2WXy2HXmp0Df8ZxOWzq+/A95bnpWr+nXZLU0hnSOeNyNX10tjY2BjSp2CuHXard0yG3w6apZT5Fo0a7D3Rrf1dYk4q92nOgW93hqFwOm9I9HweQf+w4oCmjfPpgX5fae/ri7aePztZ7zZ36yVcmEViAIUJoAZB04woyNevkQhV6PQpHYnrPH9S+7pD2dYbVHPh4oO20sixtaOzQ1NIs+VKd2t8V1pjcNOWkubWl6eM7MCkuu9q6w3q3uVNSf7hZt7s/0ISjRhsbAjq5JDMeQt5tDiorzaWJOWl6v7VLa3a26eQSr7Z8eLcn1W1XsDeizBSnctPdqshNiweo0uxjW74BwOARWgAMCzPH5mrm2Nz4655wRM+sa1BHT5/+7wf7tWtftxx2yWm3aUNDhzJTnMrP8Gj3gR7tPtCjvAy3JhSnKc3t0N72HvX2xTR5lFd1e4Nat7tdZdmpysvwyOmwqSccVX6GW45iuzpDEdW39aijp0/jCjLi06Ab2no0tdQnl8Out+s7FI0ZeZz9S//HZNNZ4/K1+v19KvERWoChQmgBMCw57DZVTSxUWU6arpg+Sv/y7CbtPtAjj9OhvmhEFbnp6umLxo/f3xWW22mXP9AbH8cyoShTeRlu5aZ7FOqLyuW0a+2u/qnNp4/pfxaRJBVkelSanarWD9dwkaRgb0QbGwM6d3yeThnlk91m03vNQW31d6o1GNJffni2nA5HfCYTgMRL+LOHAOBYeJwOleWkSZLKctL1y29O01emFKsnHFFOukvpHoccdqk0K1VnjMnWjDHZKvGlanxBhlJd/f+09YQjKvGlaFtLp1LcDrUGPw4lG+s7lP7hLKLWzpB27+9RdrpbU0b1L92f7nZofH6G3mvu/4loY2OHusNRjcpK1RPfm6HirDQCCzDECC0ALMGb4lSoL6b8DI98qW7V7GzTNn+XirNStG53u9bublc0ZrRzf7d6IzHNqMiWy2HXpr39oWOrv1N5Gf0hw+Ww6YSCdKV7+m82F/tSVJyVoo2NAW3aG1BOukvd4agO9ITVE4ro7foOnVziVabHob/+6HydUsoziYBk4OchAJaQ4nLo7ktPVm8kqj+vb4y3b2vpjP85Zoz6ov2/DW3ZG9TY/PQB5whHYxpfkCHZpK3+LkmSN9WprFSXWj5xF6atu09l2amKxoz6onapL6ZUl0Ov/+gCfeJxRQCGGOu0ALCc9bvb9D/vtWhjY4ec9v5xKqFITNPKsvROQ4ckqSQrRaOyUuV22NQcCKm1M6QUp11j89P1dn2HvKlOtXX3zx5yO+06fXS23vzggCaXeNXbF1VTx0HZbTZNKvEpEotpSqlPxkh/XLNHv/g/U/X1aSwmB3wWrNMCYESYPjpbfdGYXq3za2/7QZ1c4pPDYZPDLp1ZkaPIhzN9/u8HB2S3SaXZaeoKRdQVkvZ3h3XGmGzVH+jRjIocRWNGgYN9emvnAY3Lz9Cetm6dVOTVjn39q+uu3d2mirw0rdvdHp8C/dLGZl08qSj+8xKAocH/cQAsx2azqbcvps7eiPpiRo0dPTohP0NvfTgzKNXl0Ni8/kG8MdM/hmVKqU/t3WGluZ3a0NChvqiJP2xx+uhsRY20Y1+XctJc2tQYUOXYHMWMUeBgRL5Ulw72ReN3bwq9KYpZ+yY1YEmEFgCWdN74PM09e4yeeHOPwtGomj+crpzqdqgiN01RI80Yk62uUETpHqe2NneqMxSRN8Uhl90WH/siSRsbOjS1zKeNDQGV5aQpGjNq7+nTVn+nMjxOtfeE1ROOqrM3oqaOXtXtDer/ObdCmSmuZH18YEQitACwpI6Dffr3/35fV0wfpR2t3XLabYrEYvKmuOIr4UrShKKM+Gq4aS67RudmaM+Bbp1W7JU31aV3m4Iq8qb0j18pzlQkZpSX4dbBvphSXXZ1hSKKGiOnzSaHTYoa6WBfVE+vrdftl0xK1scHRiRCCwBL2urvDyZvvL9f4UhURb5Ujc5JU83OtgHHuZ0OTS31aee+Lp08yqc1H+5/u75DLodNXo8zvshcbrpbbqdN9W096g5FNK08W23dYe368OnR55+YLyPp1tkTNKmYgf/AUCO0ALCkcDQmb4pTrZ0h2WxSx8FOnVzs1Rmjs1Vb3x5fFTfF5YivgvtR29Qyn+ySukL9K+qOLciQ027TtpYuNQdCGpuXrq7eiGr3tGvGmGxFjVGRN0VNgYN6v6VL7T1h/eL/TNW4gswkfHJg5CK0ALCkzoMRFftS1RvpVjgSk9T/oMSNewNyO+3ypbo0vjBT/9i+X5J0Qn66IlEjb6pTGxsCyvQ4lOZxqiXYPxh3ZkWO2rrDkqT8TI92fnh3pTnYq+5QVO92BZWT7laRL0Un5GfohPyMJHxqYGQjtACwpI2NHfGF5c4Yk63WzpD2dYXjASYzReoO9WlyiVcpbofS3Q79Y8eB+AMRO0NRTSrxaX9XWNGYkcPWH1yMkdLcDp13Yp6aOnrlcdjktNm0vzusluBBhSJGXaGI3mvu1KQSr4wxstlYcQ4YCoQWAJb0Tn17/M/rdrfLJunMsbkfjkuxy2G36c0PDkiSJhZnqiXQK5fdplPLslS7p/+9b+1q08yKHO3r7NXGhg519/UHnqmlPm1s7B/ncs64PG1p3j/g2vs7e/XlB/6uMblpqjwhT0suP2UIPjEAQgsAywn09MVDxUfOGJOtdbvbFPnwTkpBpkdnj8tVTzgqt8Ou9z6cUVS7p10zK3K0vyuk7DS3mjoO6kB3WBOKvdq9v1t9UaP27rCmlvkUjRnt2t+tU0t9au/pU16mRy67Tfu6+n9Scjns+tcvTxjaDw+MYIQWAJbz4qa9mlaWJdkku80mGcnIaEZFTvzuSmtnSKNz0/ROfYcctv41W95t7lQ4GpMxRq3BXn3w4aq3TrtNE4u9KslKVVPHQdU1BeVxOXSgO6y27rCy013a09ajPW09kqRTy7L071dO1denjZKdhxEBQ4bQAsBStvk7taEhoPV72ge0exw2jc1P14mFGSrxpWpTY4feaw5qfEGGstPcauzokd0mhSMxxSSdVOyVjDSlNEvfO2eMSrP7V9ANRaJat6tdRT6P1uxs0wOrtqsv8vFCdIVej/44b4a8LCwHDDkemAjAcpoDB7VifaNe39qqHa1d6gpFNKMiJz61eUZFjjY3dmhMXrrqD/SoOxzVSYWZA54ILUkvVJ+tqWVZn3otY4zW7W5XS/CgCr0pmlqWJY/TcVR17mjt0rgCZhkBh8MDEwGMCMW+VP3wovH64UXj1Rw4qP/v7b2KxGJqDfYqZqQMj1NLLp+i17e26kBXWN3hqEKRqMpz0lTkS1FvOKp9Xb06qeifr7Nis9k0oyJn0DXW7Q3o+Xf26o6vsGoucLwQWgBYWrEvVdUXjJMk3XzRiQP2XTZtlAIH+9Tc0aNf//UDvVrXrIb2HhkjVeSla6u/U6f+kzstg7V2V5v+9bnN2tHapckl3P0FjidCC4DPNV+qS75Un+67cqru/MokhSIxhSJRnZCfkZD1VZ57p1HZaf3jXXbs6zru5wdGMkILgBEhxeVQiuvoxqJ8FuMLMvX02gbNqMhhsC5wnNmTXQAAfJ587dQSFXo9ercpqK9MKU52OcDnCqEFAI6jvAyPLps2SoVejy6cWJDscoDPFaY8A0AC9IQjSnPzCzxwJMfy/c2dFgBIAAILcPwNWWhZunSpbDabFixYEG/r7e1VdXW1cnNzlZGRoTlz5qilpWWoSgIAABYyJKFl3bp1evTRRzVlypQB7bfccotefPFFrVixQqtXr1ZTU5Muv/zyoSgJAABYTMJDS1dXl66++mr97ne/U3Z2drw9EAjoscce0y9+8QtdeOGFmj59upYtW6Y333xTa9asSXRZAADAYhIeWqqrq3XJJZeoqqpqQHttba36+voGtE+YMEHl5eWqqak54vlCoZCCweCADQAAfP4ldKTY8uXL9fbbb2vdunWH7PP7/XK73crKyhrQXlhYKL/ff8RzLlmyRHfffffxLhUAAAxzCbvT0tDQoJtvvllPPvmkUlJSjtt5Fy9erEAgEN8aGhqO27kBAMDwlbDQUltbq9bWVp122mlyOp1yOp1avXq1HnjgATmdThUWFiocDqujo2PA+1paWlRUVHTE83o8Hnm93gEbAAD4/EvYz0MXXXSRNm/ePKDt2muv1YQJE3TrrbeqrKxMLpdLq1at0pw5cyRJ27ZtU319vSorKxNVFgAAsKiEhZbMzExNnjx5QFt6erpyc3Pj7fPmzdPChQuVk5Mjr9erm266SZWVlTrzzDMTVRYAALCopC7ZeP/998tut2vOnDkKhUKaNWuWHnrooWSWBAAAhimePQQAAIYczx4CAACfW4QWAABgCYQWAABgCYQWAABgCYQWAABgCYQWAABgCYQWAABgCYQWAABgCYQWAABgCYQWAABgCYQWAABgCYQWAABgCYQWAABgCYQWAABgCYQWAABgCYQWAABgCYQWAABgCYQWAABgCYQWAABgCYQWAABgCYQWAABgCYQWAABgCYQWAABgCYQWAABgCYQWAABgCYQWAABgCYQWAABgCYQWAABgCQkNLQ8//LCmTJkir9crr9eryspKvfLKK/H9vb29qq6uVm5urjIyMjRnzhy1tLQksiQAAGBRCQ0tpaWlWrp0qWpra7V+/XpdeOGFuvTSS7VlyxZJ0i233KIXX3xRK1as0OrVq9XU1KTLL788kSUBAACLshljzFBeMCcnRz//+c91xRVXKD8/X0899ZSuuOIKSdLWrVs1ceJE1dTU6Mwzzzyq8wWDQfl8PgUCAXm93kSWDgAAjpNj+f4esjEt0WhUy5cvV3d3tyorK1VbW6u+vj5VVVXFj5kwYYLKy8tVU1NzxPOEQiEFg8EBGwAA+PxLeGjZvHmzMjIy5PF4dP311+u5557TpEmT5Pf75Xa7lZWVNeD4wsJC+f3+I55vyZIl8vl88a2srCzBnwAAAAwHCQ8tJ510kjZs2KC33npLN9xwg6655hq9++67x3y+xYsXKxAIxLeGhobjWC0AABiunIm+gNvt1rhx4yRJ06dP17p16/SrX/1K3/jGNxQOh9XR0THgbktLS4uKioqOeD6PxyOPx5PosgEAwDAz5Ou0xGIxhUIhTZ8+XS6XS6tWrYrv27Ztm+rr61VZWTnUZQEAgGEuoXdaFi9erNmzZ6u8vFydnZ166qmn9Le//U0rV66Uz+fTvHnztHDhQuXk5Mjr9eqmm25SZWXlUc8cAgAAI0dCQ0tra6u++93vqrm5WT6fT1OmTNHKlSv1xS9+UZJ0//33y263a86cOQqFQpo1a5YeeuihRJYEAAAsasjXaTneWKcFAADrGdbrtAAAAHwWhBYAAGAJhBYAAGAJhBYAAGAJhBYAAGAJhBYAAGAJhBYAAGAJhBYAAGAJhBYAAGAJhBYAAGAJhBYAAGAJhBYAAGAJhBYAAGAJhBYAAGAJhBYAAGAJhBYAAGAJhBYAAGAJhBYAAGAJhBYAAGAJhBYAAGAJhBYAAGAJhBYAAGAJhBYAAGAJhBYAAGAJhBYAAGAJhBYAAGAJhBYAAGAJhBYAAGAJhBYAAGAJCQ0tS5Ys0RlnnKHMzEwVFBTosssu07Zt2wYc09vbq+rqauXm5iojI0Nz5sxRS0tLIssCAAAWlNDQsnr1alVXV2vNmjV67bXX1NfXp4svvljd3d3xY2655Ra9+OKLWrFihVavXq2mpiZdfvnliSwLAABYkM0YY4bqYvv27VNBQYFWr16t8847T4FAQPn5+Xrqqad0xRVXSJK2bt2qiRMnqqamRmeeeeY/PWcwGJTP51MgEJDX6030RwAAAMfBsXx/D+mYlkAgIEnKycmRJNXW1qqvr09VVVXxYyZMmKDy8nLV1NQc9hyhUEjBYHDABgAAPv+GLLTEYjEtWLBAZ599tiZPnixJ8vv9crvdysrKGnBsYWGh/H7/Yc+zZMkS+Xy++FZWVpbo0gEAwDAwZKGlurpadXV1Wr58+Wc6z+LFixUIBOJbQ0PDcaoQAAAMZ86huMiNN96ol156SW+88YZKS0vj7UVFRQqHw+ro6Bhwt6WlpUVFRUWHPZfH45HH40l0yQAAYJhJ6J0WY4xuvPFGPffcc3r99ddVUVExYP/06dPlcrm0atWqeNu2bdtUX1+vysrKRJYGAAAsJqF3Wqqrq/XUU0/phRdeUGZmZnycis/nU2pqqnw+n+bNm6eFCxcqJydHXq9XN910kyorK49q5hAAABg5Ejrl2WazHbZ92bJlmjt3rqT+xeUWLVqkp59+WqFQSLNmzdJDDz10xJ+H/jemPAMAYD3H8v09pOu0JAKhBQAA6xn267QAAAAcK0ILAACwBEILAACwBEILAACwBEILAACwBEILAACwBELLP9ES7FUsZulZ4QAAfC4MybOHrGrVey2q3dOuU8uydN6J+UpxOZJdEgAAIxZ3Wj6Fx+nQlFKfppRmEVgAAEgy7rR8inPG5ykSiantYDjZpQAAMOJxp+WfcDrtKshMSXYZAACMeIQWAABgCYQWAABgCYSWo7Brf7eWvrJVFn8gNgAAlkZoOQpjctPU2xfVB/u6k10KAAAjFrOHjoLNZtNPv3Yyi8wBAJBE3GkZBLvdluwSAAAYsQgtAADAEggtAADAEggtAADAEggtAADAEggtAADAEggtAADAEggtAADAEggtAADAEggtAADAEggtAADAEggtAADAEggtAADAEhIaWt544w199atfVUlJiWw2m55//vkB+40xuvPOO1VcXKzU1FRVVVVp+/btiSwJAABYVEJDS3d3t6ZOnarf/OY3h91/77336oEHHtAjjzyit956S+np6Zo1a5Z6e3sTWRYAALAgZyJPPnv2bM2ePfuw+4wx+uUvf6k77rhDl156qSTpj3/8owoLC/X888/rm9/8ZiJLAwAAFpO0MS27du2S3+9XVVVVvM3n82nmzJmqqak54vtCoZCCweCADQAAfP4lLbT4/X5JUmFh4YD2wsLC+L7DWbJkiXw+X3wrKytLaJ0AAGB4sNzsocWLFysQCMS3hoaGZJcEAACGQNJCS1FRkSSppaVlQHtLS0t83+F4PB55vd4BGwAA+PxLWmipqKhQUVGRVq1aFW8LBoN66623VFlZmayyAADAMJXQ2UNdXV3asWNH/PWuXbu0YcMG5eTkqLy8XAsWLNC//du/afz48aqoqNBPfvITlZSU6LLLLktkWQAAwIISGlrWr1+vCy64IP564cKFkqRrrrlGjz/+uP7lX/5F3d3duu6669TR0aFzzjlHr776qlJSUhJZFgAAsCCbMcYku4jPIhgMyufzKRAIML4FAACLOJbvb8vNHgIAACMToQUAAFgCoQUAAFgCoQUAAFgCoQUAAFgCoQUAAFgCoQUAAFgCoQUAAFgCoQUAAFgCoWUY+u8tfr20qUnRmKUXKwYA4LhK6LOHMHjhSEwPvL5ddXuDys98V1NLffrWzHJdOKEw2aUBAJBU3GkZRqIxo28/9pbq9gYlSfs6Q/qf91r1vcfX6/d/35nk6gAASC5CyzDy0qYmrd3Vdth9//aX9/Svz21WTzgyxFUBADA8EFqGEZfj0/9zPLu+UVc+UqP3WzqHqCIAAIYPQsswkpny6UOMwtGYtjQFdf2fatXeHR6iqgAAGB4ILcPIxGKv3M5//p9k575uvfnBgSGoCACA4YPQMozkZXh07ri8f3pcRV66zh6XOwQVAQAwfBBahpkHvzVNY/PTP/WYX39rmrLS3ENUEQAAwwOhZZhJczt1Qn7GEfdfftoonVziG8KKAAAYHggtw8w79e36n/daDrtvTG6a7rhk0hBXBADA8EBoGWYCB/tkjrB6/2XTRiknnZ+FAAAjE6FlmPmvDU2HbXc5bJp71pihLQYAgGGE0DKMvFrn1wsb+0NLutshh90W3/eNM8oYfAsAGNF4YOIwkpni1OzJRbpwQoEumlioA10hvdfcqe5wRFdOL012eQAAJBWhZRg5e1yezv7EOi2+VJfGfspMIgAARhJ+HgIAAJZAaAEAAJZAaAEAAJYwLELLb37zG40ZM0YpKSmaOXOm1q5dm+ySAADAMJP00PLMM89o4cKFuuuuu/T2229r6tSpmjVrllpbW5NdGgAAGEaSHlp+8YtfaP78+br22ms1adIkPfLII0pLS9Mf/vCHZJcGAACGkaSGlnA4rNraWlVVVcXb7Ha7qqqqVFNTc9j3hEIhBYPBARsAAPj8S2po2b9/v6LRqAoLCwe0FxYWyu/3H/Y9S5Yskc/ni29lZWVDUSoAAEiypP88NFiLFy9WIBCIbw0NDckuCQAADIGkroibl5cnh8OhlpaWAe0tLS0qKio67Hs8Ho88Hs9QlAcAAIaRpN5pcbvdmj59ulatWhVvi8ViWrVqlSorK5NYGQAAGG6S/uyhhQsX6pprrtHpp5+uGTNm6Je//KW6u7t17bXXJrs0AAAwjCQ9tHzjG9/Qvn37dOedd8rv9+vUU0/Vq6++esjgXAAAMLLZjDEm2UV8FsFgUD6fT4FAQF6vN9nlAACAo3As39+Wmz0EAABGJkILAACwBEILAACwBEILAACwBEILAACwBEILAACwBEILAACwBEILAACwBEILAACwBEILAACwBEILAACwBEILAACwBEILAACwBEILAACwBEILAACwBEILAACwBEILAACwBEILAACwBEILAACwBEILAACwBEILAACwBEILAACwBEILAACwBEILAACwBEILAACwBEILAACwBEILAACwBEILAACwBEILAACwhISFlnvuuUdnnXWW0tLSlJWVddhj6uvrdckllygtLU0FBQX68Y9/rEgkkqiSAACAhTkTdeJwOKwrr7xSlZWVeuyxxw7ZH41Gdckll6ioqEhvvvmmmpub9d3vflcul0s/+9nPElUWAACwKJsxxiTyAo8//rgWLFigjo6OAe2vvPKKvvKVr6ipqUmFhYWSpEceeUS33nqr9u3bJ7fbfVTnDwaD8vl8CgQC8nq9x7t8AACQAMfy/Z20MS01NTU65ZRT4oFFkmbNmqVgMKgtW7Yc8X2hUEjBYHDABgAAPv+SFlr8fv+AwCIp/trv9x/xfUuWLJHP54tvZWVlCa0TAAAMD4MKLbfddptsNtunblu3bk1UrZKkxYsXKxAIxLeGhoaEXg8AAAwPgxqIu2jRIs2dO/dTjxk7duxRnauoqEhr164d0NbS0hLfdyQej0cej+eorgEAAD4/BhVa8vPzlZ+ff1wuXFlZqXvuuUetra0qKCiQJL322mvyer2aNGnScbkGAAD4/EjYlOf6+nq1tbWpvr5e0WhUGzZskCSNGzdOGRkZuvjiizVp0iR95zvf0b333iu/36877rhD1dXV3EkBAACHSNiU57lz5+qJJ544pP2vf/2rzj//fEnSnj17dMMNN+hvf/ub0tPTdc0112jp0qVyOo8+SzHlGQAA6zmW7++Er9OSaIQWAACsx1LrtAAAAAwGoQUAAFgCoQUAAFgCoQUAgCQwxuiN9/cluwxLIbQAAJAENptN6R5HssuwFEILAABJMn10TrJLsBRCCwAAsARCCwAAsARCCwAAsARCCwAAsARCCwAAsARCCwAAsARCCwAAsARCCwAAsARCCwAAsARCCwAAsARCCwAAsARCCwAAsARCCwAAsARCCwAAsARCCwAAsARCCwAAsARCCwAAsARCCwAAsARCCwAAsARCCwAAsARCCwAAsARCCwAAsARCCwAAsISEhZbdu3dr3rx5qqioUGpqqk444QTdddddCofDA47btGmTzj33XKWkpKisrEz33ntvokoCAAAW5kzUibdu3apYLKZHH31U48aNU11dnebPn6/u7m7dd999kqRgMKiLL75YVVVVeuSRR7R582Z973vfU1ZWlq677rpElQYAACzIZowxQ3Wxn//853r44Ye1c+dOSdLDDz+s22+/XX6/X263W5J022236fnnn9fWrVsPe45QKKRQKBR/HQwGVVZWpkAgIK/Xm/gPAQAAPrNgMCifzzeo7+8hHdMSCASUk5MTf11TU6PzzjsvHlgkadasWdq2bZva29sPe44lS5bI5/PFt7KysoTXDQAAkm/IQsuOHTv04IMP6vvf/368ze/3q7CwcMBxH732+/2HPc/ixYsVCATiW0NDQ+KKBgAAw8agQ8ttt90mm832qdv//mln7969+tKXvqQrr7xS8+fP/0wFezweeb3eARsAAPj8G/RA3EWLFmnu3LmfeszYsWPjf25qatIFF1ygs846S7/97W8HHFdUVKSWlpYBbR+9LioqGmxpAADgODkYjspulzxOR7JLiRt0aMnPz1d+fv5RHbt3715dcMEFmj59upYtWya7feCNncrKSt1+++3q6+uTy+WSJL322ms66aSTlJ2dPdjSAADAcfLVX/9DHT19WrXwC/KluZJdjqQEjmnZu3evzj//fJWXl+u+++7Tvn375Pf7B4xV+da3viW326158+Zpy5YteuaZZ/SrX/1KCxcuTFRZAADgKHzv7AqluOx6p+HwE2OSIWFTnh9//HFde+21h933yUtu2rRJ1dXVWrdunfLy8nTTTTfp1ltvPerrHMuUKQAAkFzH8v09pOu0JAKhBQAA6xn267QAAAAcK0ILAACwBEILAACwBEILAACwBEILAACwBEILAACwBEILAACwBEILAACwBEILAACwBEILAACwBEILAACwBGeyC/isPnp0UjAYTHIlAADgaH30vT2YRyBaPrR0dnZKksrKypJcCQAAGKzOzk75fL6jOtbyT3mOxWJqampSZmambDbbkFwzGAyqrKxMDQ0NPFn6KNFng0efDQ79NXj02eDRZ4Pzaf1ljFFnZ6dKSkpktx/daBXL32mx2+0qLS1NyrW9Xi9/aQeJPhs8+mxw6K/Bo88Gjz4bnCP119HeYfkIA3EBAIAlEFoAAIAlEFqOgcfj0V133SWPx5PsUiyDPhs8+mxw6K/Bo88Gjz4bnOPdX5YfiAsAAEYG7rQAAABLILQAAABLILQAAABLILQAAABLILQAAABLILQcg7/85S+aOXOmUlNTlZ2drcsuu2zA/vr6el1yySVKS0tTQUGBfvzjHysSiSSn2GEkFArp1FNPlc1m04YNGwbs27Rpk84991ylpKSorKxM9957b3KKHAZ2796tefPmqaKiQqmpqTrhhBN01113KRwODziOPhvoN7/5jcaMGaOUlBTNnDlTa9euTXZJw8KSJUt0xhlnKDMzUwUFBbrsssu0bdu2Acf09vaqurpaubm5ysjI0Jw5c9TS0pKkioefpUuXymazacGCBfE2+uxQe/fu1be//W3l5uYqNTVVp5xyitavXx/fb4zRnXfeqeLiYqWmpqqqqkrbt28f3EUMBuXZZ5812dnZ5uGHHzbbtm0zW7ZsMc8880x8fyQSMZMnTzZVVVXmnXfeMS+//LLJy8szixcvTmLVw8MPf/hDM3v2bCPJvPPOO/H2QCBgCgsLzdVXX23q6urM008/bVJTU82jjz6avGKT6JVXXjFz5841K1euNB988IF54YUXTEFBgVm0aFH8GPpsoOXLlxu3223+8Ic/mC1btpj58+ebrKws09LSkuzSkm7WrFlm2bJlpq6uzmzYsMF8+ctfNuXl5aarqyt+zPXXX2/KysrMqlWrzPr1682ZZ55pzjrrrCRWPXysXbvWjBkzxkyZMsXcfPPN8Xb6bKC2tjYzevRoM3fuXPPWW2+ZnTt3mpUrV5odO3bEj1m6dKnx+Xzm+eefNxs3bjRf+9rXTEVFhTl48OBRX4fQMgh9fX1m1KhR5ve///0Rj3n55ZeN3W43fr8/3vbwww8br9drQqHQUJQ5LL388stmwoQJZsuWLYeEloceeshkZ2cP6J9bb73VnHTSSUmodHi69957TUVFRfw1fTbQjBkzTHV1dfx1NBo1JSUlZsmSJUmsanhqbW01kszq1auNMcZ0dHQYl8tlVqxYET/mvffeM5JMTU1NssocFjo7O8348ePNa6+9Zr7whS/EQwt9dqhbb73VnHPOOUfcH4vFTFFRkfn5z38eb+vo6DAej8c8/fTTR30dfh4ahLffflt79+6V3W7XtGnTVFxcrNmzZ6uuri5+TE1NjU455RQVFhbG22bNmqVgMKgtW7Yko+yka2lp0fz58/Uf//EfSktLO2R/TU2NzjvvPLnd7njbrFmztG3bNrW3tw9lqcNWIBBQTk5O/DV99rFwOKza2lpVVVXF2+x2u6qqqlRTU5PEyoanQCAgSfG/T7W1terr6xvQfxMmTFB5efmI77/q6mpdcsklA/pGos8O57/+6790+umn68orr1RBQYGmTZum3/3ud/H9u3btkt/vH9BnPp9PM2fOHFSfEVoGYefOnZKkn/70p7rjjjv00ksvKTs7W+eff77a2tokSX6/f0BgkRR/7ff7h7bgYcAYo7lz5+r666/X6aeffthj6LNPt2PHDj344IP6/ve/H2+jzz62f/9+RaPRw/bHSOuLfyYWi2nBggU6++yzNXnyZEn9f1/cbreysrIGHDvS+2/58uV6++23tWTJkkP20WeH2rlzpx5++GGNHz9eK1eu1A033KAf/vCHeuKJJyR9/O/SZ/3/lNAi6bbbbpPNZvvUbevWrYrFYpKk22+/XXPmzNH06dO1bNky2Ww2rVixIsmfYmgdbZ89+OCD6uzs1OLFi5NdctIdbZ990t69e/WlL31JV155pebPn5+kyvF5UV1drbq6Oi1fvjzZpQxrDQ0Nuvnmm/Xkk08qJSUl2eVYQiwW02mnnaaf/exnmjZtmq677jrNnz9fjzzyyHG9jvO4ns2iFi1apLlz537qMWPHjlVzc7MkadKkSfF2j8ejsWPHqr6+XpJUVFR0yKyFj0aUFxUVHceqk+to++z1119XTU3NIQ/LOv3003X11VfriSeeUFFR0SGj7kdyn32kqalJF1xwgc466yz99re/HXDcSOmzo5GXlyeHw3HY/hhpffFpbrzxRr300kt64403VFpaGm8vKipSOBxWR0fHgDsHI7n/amtr1draqtNOOy3eFo1G9cYbb+jXv/61Vq5cSZ/9L8XFxQO+GyVp4sSJ+s///E9JH/+71NLSouLi4vgxLS0tOvXUU4/+Qp9l4M1IEwgEjMfjGTAQNxwOm4KCgvisjY8G4n5y1sKjjz5qvF6v6e3tHfKak23Pnj1m8+bN8W3lypVGknn22WdNQ0ODMebjQaXhcDj+vsWLF4/YQaXGGNPY2GjGjx9vvvnNb5pIJHLIfvpsoBkzZpgbb7wx/joajZpRo0YxENf0D4Csrq42JSUl5v333z9k/0eDSp999tl429atW0f0oNJgMDjg363Nmzeb008/3Xz72982mzdvps8O46qrrjpkIO6CBQtMZWWlMebjgbj33XdffP9H36mDGYhLaBmkm2++2YwaNcqsXLnSbN261cybN88UFBSYtrY2Y8zHU54vvvhis2HDBvPqq6+a/Px8pjx/aNeuXYfMHuro6DCFhYXmO9/5jqmrqzPLly83aWlpI3b6bmNjoxk3bpy56KKLTGNjo2lubo5vH6HPBlq+fLnxeDzm8ccfN++++6657rrrTFZW1oBZfCPVDTfcYHw+n/nb3/424O9ST09P/Jjrr7/elJeXm9dff92sX7/eVFZWxr9s0O+Ts4eMoc/+t7Vr1xqn02nuueces337dvPkk0+atLQ086c//Sl+zNKlS01WVpZ54YUXzKZNm8yll17KlOdEC4fDZtGiRaagoMBkZmaaqqoqU1dXN+CY3bt3m9mzZ5vU1FSTl5dnFi1aZPr6+pJU8fByuNBijDEbN24055xzjvF4PGbUqFFm6dKlySlwGFi2bJmRdNjtk+izgR588EFTXl5u3G63mTFjhlmzZk2ySxoWjvR3admyZfFjDh48aH7wgx+Y7Oxsk5aWZr7+9a8PCMk4NLTQZ4d68cUXzeTJk43H4zETJkwwv/3tbwfsj8Vi5ic/+YkpLCw0Ho/HXHTRRWbbtm2DuobNGGMG+9sVAADAUGP2EAAAsARCCwAAsARCCwAAsARCCwAAsARCCwAAsARCCwAAsARCCwAAsARCCwAAsARCCwAAsARCCwAAsARCCwAAsIT/Hx49GE4UE+/RAAAAAElFTkSuQmCC", - "text/plain": [ - "
" + "cell_type": "markdown", + "metadata": { + "id": "aYFQYe8-t1LW" + }, + "source": [ + "#### France" ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "france = df[df.admin == 'France']\n", - "france.plot()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Ignore all the oversea islands" - ] - }, - { - "cell_type": "code", - "execution_count": 60, - "metadata": {}, - "outputs": [ + }, { - "data": { - "text/plain": [ - "" + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "AcT31Diyt1LW", + "outputId": "cd6cc6ef-43ba-478e-b183-84eb7e003e17" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 59, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "france = df[df.admin == 'France']\n", + "france.plot()" ] - }, - "execution_count": 60, - "metadata": {}, - "output_type": "execute_result" }, { - "data": { - "image/png": "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", - "text/plain": [ - "
" + "cell_type": "markdown", + "metadata": { + "id": "p7Y4Vf6pt1LW" + }, + "source": [ + "Ignore all the oversea islands" ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "def apply_bounds(df, northwest, southeast):\n", - " x1, y1 = northwest\n", - " x2, y2 = southeast\n", - " boundry = shapely.geometry.Polygon([(x1, y1),(x1, y2), (x2, y2), (x2, y1)])\n", - " df = df.copy()\n", - " return df[df.geometry.apply(lambda x: boundry.contains(x))]\n", - "\n", - "france_copy = apply_bounds(france, (-20, 60), (20, 20))\n", - "france_copy.plot(figsize=(8, 8))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "#### Netherlands" - ] - }, - { - "cell_type": "code", - "execution_count": 61, - "metadata": {}, - "outputs": [ + }, { - "data": { - "text/plain": [ - "" + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "yjKX9Pbbt1LW", + "outputId": "14caae01-b1b0-4775-a00e-a9e4f30fdf73" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 60, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "def apply_bounds(df, northwest, southeast):\n", + " x1, y1 = northwest\n", + " x2, y2 = southeast\n", + " boundry = shapely.geometry.Polygon([(x1, y1),(x1, y2), (x2, y2), (x2, y1)])\n", + " df = df.copy()\n", + " return df[df.geometry.apply(lambda x: boundry.contains(x))]\n", + "\n", + "france_copy = apply_bounds(france, (-20, 60), (20, 20))\n", + "france_copy.plot(figsize=(8, 8))" ] - }, - "execution_count": 61, - "metadata": {}, - "output_type": "execute_result" }, { - "data": { - "image/png": "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", - "text/plain": [ - "
" + "cell_type": "markdown", + "metadata": { + "id": "d1T6jfJPt1LW" + }, + "source": [ + "#### Netherlands" ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "netherlands = df[df.admin == 'Netherlands']\n", - "netherlands.plot()" - ] - }, - { - "cell_type": "code", - "execution_count": 62, - "metadata": {}, - "outputs": [ + }, { - "data": { - "text/plain": [ - "" + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "IS5Gcxgct1LW", + "outputId": "b8dbb05f-4ca9-4884-83ac-a7c169a9830a" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 61, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "netherlands = df[df.admin == 'Netherlands']\n", + "netherlands.plot()" ] - }, - "execution_count": 62, - "metadata": {}, - "output_type": "execute_result" }, { - "data": { - "image/png": "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", - "text/plain": [ - "
" + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "nwUGucQ1t1LW", + "outputId": "26c5aede-c587-4d88-cfe0-30ecaec9ede3" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 62, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "netherlands_copy = apply_bounds(netherlands, (-20, 60), (20, 20))\n", + "netherlands_copy.plot(figsize=(8, 8))" ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "netherlands_copy = apply_bounds(netherlands, (-20, 60), (20, 20))\n", - "netherlands_copy.plot(figsize=(8, 8))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "#### UK" - ] - }, - { - "cell_type": "code", - "execution_count": 63, - "metadata": {}, - "outputs": [ + }, { - "data": { - "text/plain": [ - "" + "cell_type": "markdown", + "metadata": { + "id": "tTpJe28jt1LW" + }, + "source": [ + "#### UK" ] - }, - "execution_count": 63, - "metadata": {}, - "output_type": "execute_result" }, { - "data": { - "image/png": "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", - "text/plain": [ - "
" + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "xfMx6gJmt1LW", + "outputId": "5278dfc3-3f51-4c21-84cc-922251b1d0cb" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 63, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "uk = df[df.admin == 'United Kingdom']\n", + "uk.plot()" ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "uk = df[df.admin == 'United Kingdom']\n", - "uk.plot()" - ] - }, - { - "cell_type": "code", - "execution_count": 64, - "metadata": {}, - "outputs": [ + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "28VU40f9t1LW", + "outputId": "45585067-de13-4e02-8147-053ef0115d2d" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 64, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "uk_copy = apply_bounds(uk, (-10, 60), (20, 20))\n", + "uk_copy.plot(figsize=(8, 8))" + ] + }, { - "data": { - "text/plain": [ - "" + "cell_type": "markdown", + "metadata": { + "id": "Fb58eGlIt1LW" + }, + "source": [ + "## Output GeoJSON" ] - }, - "execution_count": 64, - "metadata": {}, - "output_type": "execute_result" }, { - "data": { - "image/png": "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", - "text/plain": [ - "
" + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "5xOVyzXCt1LW" + }, + "outputs": [], + "source": [ + "alt_maps = {\n", + " \"finland\": finland_copy,\n", + " \"china\": china_copy,\n", + " \"usa\": usa_copy,\n", + " \"france\": france_copy,\n", + " \"netherlands\": netherlands_copy,\n", + " \"norway\": norway_copy,\n", + " \"uk\": uk_copy,\n", + " \"russia\": russia_copy,\n", + " \"spain\": spain_copy,\n", + " \"portugal\": portugal_copy,\n", + "}" ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "uk_copy = apply_bounds(uk, (-10, 60), (20, 20))\n", - "uk_copy.plot(figsize=(8, 8))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Output GeoJSON" - ] - }, - { - "cell_type": "code", - "execution_count": 65, - "metadata": {}, - "outputs": [], - "source": [ - "alt_maps = {\n", - " \"finland\": finland_copy,\n", - " \"china\": china_copy,\n", - " \"usa\": usa_copy,\n", - " \"france\": france_copy,\n", - " \"netherlands\": netherlands_copy,\n", - " \"norway\": norway_copy,\n", - " \"uk\": uk_copy,\n", - " \"russia\": russia_copy,\n", - " \"spain\": spain_copy,\n", - " \"portugal\": portugal_copy,\n", - "}" - ] - }, - { - "cell_type": "code", - "execution_count": 66, - "metadata": {}, - "outputs": [ + }, { - "data": { - "image/png": "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", - "text/plain": [ - "
" + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "tM1F5d0Vt1LW", + "outputId": "75abad9b-9442-4279-d66d-a0cd5fb97198" + }, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plot_all_countries()" ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plot_all_countries()" - ] - }, - { - "cell_type": "code", - "execution_count": 67, - "metadata": { - "scrolled": false - }, - "outputs": [ + }, { - "name": "stdout", - "output_type": "stream", - "text": [ - "aland\tSize 0.913\tSaving geojson for aland...\n", - "argentina\tSize 662.347\tSaving geojson for argentina...\n", - "australia\tSaving geojson for australia...\n", - "belgium\tSize 7.709\tSaving geojson for belgium...\n", - "bolivia\tSize 161.264\tSaving geojson for bolivia...\n", - "brazil\tSaving geojson for brazil...\n", - "bulgaria\tSize 18.715\tSaving geojson for bulgaria...\n", - "burundi\tSize 3.99\tSaving geojson for burundi...\n", - "canada\tSaving geojson for canada...\n", - "chile\tSize 1652.977\tSaving geojson for chile...\n", - "china\tSaving geojson for china...\n", - "colombia\tSize 264.526\tSaving geojson for colombia...\n", - "costa rica\tSize 25.939\tSaving geojson for costa rica...\n", - "cuba\tSize 37.185\tSaving geojson for cuba...\n", - "denmark\tSize 22.461\tSaving geojson for denmark...\n", - "dominican republic\tSize 8.806\tSaving geojson for dominican republic...\n", - "ecuador\tSize 112.048\tSaving geojson for ecuador...\n", - "egypt\tSize 117.982\tSaving geojson for egypt...\n", - "el salvador\tSize 3.116\tSaving geojson for el salvador...\n", - "estonia\tSize 13.694\tSaving geojson for estonia...\n", - "ethiopia\tSize 172.021\tSaving geojson for ethiopia...\n", - "france\tSize 142.834\tSaving geojson for france...\n", - "finland\tSize 112.354\tSaving geojson for finland...\n", - "germany\tSize 71.47\tSaving geojson for germany...\n", - "guatemala\tSize 16.442\tSaving geojson for guatemala...\n", - "haiti\tSize 5.882\tSaving geojson for haiti...\n", - "honduras\tSize 27.669\tSaving geojson for honduras...\n", - "iceland\tSize 34.959\tSaving geojson for iceland...\n", - "india\tSaving geojson for india...\n", - "indonesia\tSaving geojson for indonesia...\n", - "iran\tSize 284.014\tSaving geojson for iran...\n", - "italy\tSize 138.162\tSaving geojson for italy...\n", - "japan\tSize 661.569\tSaving geojson for japan...\n", - "kenya\tSize 77.61\tSaving geojson for kenya...\n", - "korea\tSize 34.227\tSaving geojson for korea...\n", - "liechtenstein\tSize 0.029\tSaving geojson for liechtenstein...\n", - "malaysia\tSize 127.7\tSaving geojson for malaysia...\n", - "mexico\tSize 575.302\tSaving geojson for mexico...\n", - "morocco\tSize 231.84\tSaving geojson for morocco...\n", - "myanmar\tSize 168.709\tSaving geojson for myanmar...\n", - "netherlands\tSize 10.818\tSaving geojson for netherlands...\n", - "nicaragua\tSize 21.415\tSaving geojson for nicaragua...\n", - "nigeria\tSize 115.287\tSaving geojson for nigeria...\n", - "norway\tSize 530.052\tSaving geojson for norway...\n", - "panama\tSize 14.275\tSaving geojson for panama...\n", - "paraguay\tSize 69.763\tSaving geojson for paraguay...\n", - "portugal\tSize 105.727\tSaving geojson for portugal...\n", - "poland\tSize 58.556\tSaving geojson for poland...\n", - "puerto rico\tSize 1.616\tSaving geojson for puerto rico...\n", - "russia\tSaving geojson for russia...\n", - "rwanda\tSize 3.59\tSaving geojson for rwanda...\n", - "saint barthelemy\tSize 0.004\tSaving geojson for saint barthelemy...\n", - "saint martin\tSize 0.012\tSaving geojson for saint martin...\n", - "singapore\tSize 0.067\tSaving geojson for singapore...\n", - "slovenia\tSize 4.537\tSaving geojson for slovenia...\n", - "spain\tSize 178.488\tSaving geojson for spain...\n", - "sweden\tSize 178.774\tSaving geojson for sweden...\n", - "switzerland\tSize 8.935\tSaving geojson for switzerland...\n", - "syria\tSize 33.348\tSaving geojson for syria...\n", - "tanzania\tSize 119.579\tSaving geojson for tanzania...\n", - "thailand\tSize 122.959\tSaving geojson for thailand...\n", - "timorleste\tSize 4.486\tSaving geojson for timorleste...\n", - "uganda\tSize 31.083\tSaving geojson for uganda...\n", - "uk\tSaving geojson for uk...\n", - "ukraine\tSize 128.988\tSaving geojson for ukraine...\n", - "uruguay\tSize 25.985\tSaving geojson for uruguay...\n", - "usa\tSaving geojson for usa...\n", - "venezuela\tSize 204.361\tSaving geojson for venezuela...\n", - "zambia\tSize 115.483\tSaving geojson for zambia...\n", - "Done. \n" - ] + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "8U3S1PUbt1LW", + "outputId": "cfb8d229-ffdf-473f-d516-6aa136e41a60", + "scrolled": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "aland\tSize 0.913\tSaving geojson for aland...\n", + "argentina\tSize 662.347\tSaving geojson for argentina...\n", + "australia\tSaving geojson for australia...\n", + "belgium\tSize 7.709\tSaving geojson for belgium...\n", + "bolivia\tSize 161.264\tSaving geojson for bolivia...\n", + "brazil\tSaving geojson for brazil...\n", + "bulgaria\tSize 18.715\tSaving geojson for bulgaria...\n", + "burundi\tSize 3.99\tSaving geojson for burundi...\n", + "canada\tSaving geojson for canada...\n", + "chile\tSize 1652.977\tSaving geojson for chile...\n", + "china\tSaving geojson for china...\n", + "colombia\tSize 264.526\tSaving geojson for colombia...\n", + "costa rica\tSize 25.939\tSaving geojson for costa rica...\n", + "cuba\tSize 37.185\tSaving geojson for cuba...\n", + "denmark\tSize 22.461\tSaving geojson for denmark...\n", + "dominican republic\tSize 8.806\tSaving geojson for dominican republic...\n", + "ecuador\tSize 112.048\tSaving geojson for ecuador...\n", + "egypt\tSize 117.982\tSaving geojson for egypt...\n", + "el salvador\tSize 3.116\tSaving geojson for el salvador...\n", + "estonia\tSize 13.694\tSaving geojson for estonia...\n", + "ethiopia\tSize 172.021\tSaving geojson for ethiopia...\n", + "france\tSize 142.834\tSaving geojson for france...\n", + "finland\tSize 112.354\tSaving geojson for finland...\n", + "germany\tSize 71.47\tSaving geojson for germany...\n", + "guatemala\tSize 16.442\tSaving geojson for guatemala...\n", + "haiti\tSize 5.882\tSaving geojson for haiti...\n", + "honduras\tSize 27.669\tSaving geojson for honduras...\n", + "iceland\tSize 34.959\tSaving geojson for iceland...\n", + "india\tSaving geojson for india...\n", + "indonesia\tSaving geojson for indonesia...\n", + "iran\tSize 284.014\tSaving geojson for iran...\n", + "italy\tSize 138.162\tSaving geojson for italy...\n", + "japan\tSize 661.569\tSaving geojson for japan...\n", + "kenya\tSize 77.61\tSaving geojson for kenya...\n", + "korea\tSize 34.227\tSaving geojson for korea...\n", + "liechtenstein\tSize 0.029\tSaving geojson for liechtenstein...\n", + "malaysia\tSize 127.7\tSaving geojson for malaysia...\n", + "mexico\tSize 575.302\tSaving geojson for mexico...\n", + "morocco\tSize 231.84\tSaving geojson for morocco...\n", + "myanmar\tSize 168.709\tSaving geojson for myanmar...\n", + "netherlands\tSize 10.818\tSaving geojson for netherlands...\n", + "nicaragua\tSize 21.415\tSaving geojson for nicaragua...\n", + "nigeria\tSize 115.287\tSaving geojson for nigeria...\n", + "norway\tSize 530.052\tSaving geojson for norway...\n", + "panama\tSize 14.275\tSaving geojson for panama...\n", + "paraguay\tSize 69.763\tSaving geojson for paraguay...\n", + "portugal\tSize 105.727\tSaving geojson for portugal...\n", + "poland\tSize 58.556\tSaving geojson for poland...\n", + "puerto rico\tSize 1.616\tSaving geojson for puerto rico...\n", + "russia\tSaving geojson for russia...\n", + "rwanda\tSize 3.59\tSaving geojson for rwanda...\n", + "saint barthelemy\tSize 0.004\tSaving geojson for saint barthelemy...\n", + "saint martin\tSize 0.012\tSaving geojson for saint martin...\n", + "singapore\tSize 0.067\tSaving geojson for singapore...\n", + "slovenia\tSize 4.537\tSaving geojson for slovenia...\n", + "spain\tSize 178.488\tSaving geojson for spain...\n", + "sweden\tSize 178.774\tSaving geojson for sweden...\n", + "switzerland\tSize 8.935\tSaving geojson for switzerland...\n", + "syria\tSize 33.348\tSaving geojson for syria...\n", + "tanzania\tSize 119.579\tSaving geojson for tanzania...\n", + "thailand\tSize 122.959\tSaving geojson for thailand...\n", + "timorleste\tSize 4.486\tSaving geojson for timorleste...\n", + "uganda\tSize 31.083\tSaving geojson for uganda...\n", + "uk\tSaving geojson for uk...\n", + "ukraine\tSize 128.988\tSaving geojson for ukraine...\n", + "uruguay\tSize 25.985\tSaving geojson for uruguay...\n", + "usa\tSaving geojson for usa...\n", + "venezuela\tSize 204.361\tSaving geojson for venezuela...\n", + "zambia\tSize 115.483\tSaving geojson for zambia...\n", + "Done. \n" + ] + } + ], + "source": [ + "simplify_factors = {\n", + " \"uk\": 0.005,\n", + "}\n", + "useful_columns = [\"ISO\", \"NAME_1\", \"geometry\"]\n", + "\n", + "def get_simplify_factor_by_size(gdf):\n", + " xmin, ymin, xmax, ymax = shapely.ops.unary_union(gdf[\"geometry\"]).bounds\n", + " size = (xmax - xmin) * (ymax - ymin)\n", + " print(\"Size\", round(size, 3), end=\"\\t\")\n", + " if size > 1000: return 0.03\n", + " if size > 300: return 0.02\n", + " if size > 100: return 0.01\n", + " return 0\n", + "\n", + "def simplify_if_needed(country, gdf):\n", + " \"\"\"Simplify the maps based on country size\"\"\"\n", + " country_alias = country_name_aliases.get(country, country)\n", + " if country_alias in df_50m[\"admin\"].str.lower().unique():\n", + " return\n", + "\n", + " factor = simplify_factors.get(country) or get_simplify_factor_by_size(gdf)\n", + "\n", + " if factor:\n", + " gdf[\"geometry\"] = gdf.simplify(factor)\n", + "\n", + "def save_geojson(country):\n", + " gdf = get_gdf(country)\n", + " print(country, end=\"\\t\")\n", + "\n", + " # For backward compatibility\n", + " gdf[\"ISO\"] = gdf[\"iso_3166_2\"]\n", + " gdf[\"NAME_1\"] = gdf[\"name\"]\n", + "\n", + " simplify_if_needed(country, gdf)\n", + "\n", + " print(f'Saving geojson for {country}...')\n", + " gdf[useful_columns].to_file(f\"../src/countries/{country}.geojson\", driver=\"GeoJSON\")\n", + "\n", + "for country in countries:\n", + " save_geojson(country)\n", + "\n", + "print(\"Done. \")" + ] + } + ], + "metadata": { + "colab": { + "provenance": [] + }, + "kernelspec": { + "display_name": "Python 3.10.11 64-bit", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.11" + }, + "vscode": { + "interpreter": { + "hash": "bd385fe162c5ca0c84973b7dd5c518456272446b2b64e67c2a69f949ca7a1754" + } } - ], - "source": [ - "simplify_factors = {\n", - " \"uk\": 0.005,\n", - "}\n", - "useful_columns = [\"ISO\", \"NAME_1\", \"geometry\"]\n", - "\n", - "def get_simplify_factor_by_size(gdf):\n", - " xmin, ymin, xmax, ymax = shapely.ops.unary_union(gdf[\"geometry\"]).bounds\n", - " size = (xmax - xmin) * (ymax - ymin)\n", - " print(\"Size\", round(size, 3), end=\"\\t\")\n", - " if size > 1000: return 0.03\n", - " if size > 300: return 0.02\n", - " if size > 100: return 0.01\n", - " return 0\n", - " \n", - "def simplify_if_needed(country, gdf):\n", - " \"\"\"Simplify the maps based on country size\"\"\"\n", - " country_alias = country_name_aliases.get(country, country)\n", - " if country_alias in df_50m[\"admin\"].str.lower().unique():\n", - " return\n", - " \n", - " factor = simplify_factors.get(country) or get_simplify_factor_by_size(gdf)\n", - " \n", - " if factor:\n", - " gdf[\"geometry\"] = gdf.simplify(factor)\n", - "\n", - "def save_geojson(country):\n", - " gdf = get_gdf(country)\n", - " print(country, end=\"\\t\")\n", - " \n", - " # For backward compatibility\n", - " gdf[\"ISO\"] = gdf[\"iso_3166_2\"]\n", - " gdf[\"NAME_1\"] = gdf[\"name\"]\n", - " \n", - " simplify_if_needed(country, gdf)\n", - " \n", - " print(f'Saving geojson for {country}...')\n", - " gdf[useful_columns].to_file(f\"../src/countries/{country}.geojson\", driver=\"GeoJSON\")\n", - "\n", - "for country in countries:\n", - " save_geojson(country)\n", - " \n", - "print(\"Done. \")" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3.10.7 64-bit", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.10.7" }, - "vscode": { - "interpreter": { - "hash": "cfa538cd06c93e304ca575fcc7e49a96f6a8b18fe97e2a1aa2a1d32cf31b50ca" - } - } - }, - "nbformat": 4, - "nbformat_minor": 4 + "nbformat": 4, + "nbformat_minor": 0 } diff --git a/superset-frontend/plugins/legacy-plugin-chart-country-map/src/countries/india.geojson b/superset-frontend/plugins/legacy-plugin-chart-country-map/src/countries/india.geojson index 9f708a9133daa..ec93b675e8408 100644 --- a/superset-frontend/plugins/legacy-plugin-chart-country-map/src/countries/india.geojson +++ b/superset-frontend/plugins/legacy-plugin-chart-country-map/src/countries/india.geojson @@ -4,12 +4,12 @@ "features": [ { "type": "Feature", "properties": { "ISO": "IN-SK", "NAME_1": "Sikkim" }, "geometry": { "type": "Polygon", "coordinates": [ [ [ 88.891349725300017, 27.316059068301925 ], [ 88.881686232461448, 27.297481390892997 ], [ 88.760401645872435, 27.218132229108832 ], [ 88.738800897174428, 27.175602525332621 ], [ 88.756200335345866, 27.148800698456999 ], [ 88.664490188071682, 27.173354601033964 ], [ 88.518039177565981, 27.17622264336029 ], [ 88.447655878016292, 27.114495144035629 ], [ 88.35742882707865, 27.085117092379903 ], [ 88.233095331084598, 27.137103583163821 ], [ 88.118166945048415, 27.138498847144035 ], [ 88.000897576384304, 27.248035103628546 ], [ 88.024115838577814, 27.408869940698139 ], [ 88.067885776729042, 27.567361558537314 ], [ 88.105557895869794, 27.642447414657411 ], [ 88.147002394567892, 27.749210923772409 ], [ 88.154237095088746, 27.79869110769188 ], [ 88.150309686234579, 27.84331370697592 ], [ 88.109795363317744, 27.870598863226022 ], [ 88.098943312536449, 27.904550279241789 ], [ 88.108968540401065, 27.933023993434603 ], [ 88.141111281286612, 27.948914496364353 ], [ 88.27515994665174, 27.968835761012883 ], [ 88.425951776079415, 28.011675523382834 ], [ 88.486103143267172, 28.034464830023552 ], [ 88.531630080116287, 28.057357489528854 ], [ 88.577932163449816, 28.093350124620144 ], [ 88.621081984413536, 28.091825669867532 ], [ 88.756215854856777, 28.03968414968503 ], [ 88.803706496133003, 28.006921291611988 ], [ 88.828614536497696, 27.907263291937113 ], [ 88.848768345091514, 27.868660997015084 ], [ 88.829906447305007, 27.767401027939158 ], [ 88.749032830768215, 27.521886298120464 ], [ 88.764897495481819, 27.429876410424782 ], [ 88.832541945351892, 27.362826239526072 ], [ 88.891349725300017, 27.316059068301925 ] ] ] } }, { "type": "Feature", "properties": { "ISO": "IN-TG", "NAME_1": "Telangana" }, "geometry": { "type": "Polygon", "coordinates": [ [ [ 77.446466912617893, 15.952980048090751 ], [ 77.483673943997303, 16.002072659025998 ], [ 77.490805291730794, 16.261591701795567 ], [ 77.533179966082514, 16.361042996437106 ], [ 77.293711379376646, 16.406518256212564 ], [ 77.257434523084726, 16.449358018557689 ], [ 77.370915969196574, 16.524288845253977 ], [ 77.431997511575844, 16.593612779406214 ], [ 77.410913526737829, 16.720581772830542 ], [ 77.433444452399499, 16.934754747033935 ], [ 77.465173780645443, 17.042577622858971 ], [ 77.374429965770275, 17.222566636740851 ], [ 77.599325798646646, 17.486917425698607 ], [ 77.582582635380277, 17.578772283713931 ], [ 77.49287234927948, 17.577609565529031 ], [ 77.4115336452615, 17.630784613818832 ], [ 77.463623487933603, 17.713415229029579 ], [ 77.525428500724672, 17.746281439736663 ], [ 77.500313755375487, 17.812298081990889 ], [ 77.619789666759686, 17.925650335994192 ], [ 77.621339960370847, 17.986835232060287 ], [ 77.562945591365917, 18.070783595986143 ], [ 77.599945917170317, 18.114837755158248 ], [ 77.551163364597585, 18.307875068579563 ], [ 77.502587517599807, 18.38159149844887 ], [ 77.59229780459998, 18.548144640063072 ], [ 77.679941034051467, 18.569977931935966 ], [ 77.703402133901307, 18.669119168215047 ], [ 77.781123487658817, 18.703768214731326 ], [ 77.839311151088737, 18.809549872328716 ], [ 77.912071568348154, 18.835362250567414 ], [ 77.751977979999765, 19.04589203518924 ], [ 77.833626743279524, 19.121442979509879 ], [ 77.855020785580734, 19.228361517769827 ], [ 77.920029738381686, 19.331662705769247 ], [ 77.9923767426925, 19.322748521327185 ], [ 78.063896925602592, 19.264095770803181 ], [ 78.167869908069747, 19.264095770803181 ], [ 78.174381138178944, 19.374657497745318 ], [ 78.240113559593055, 19.460181992804735 ], [ 78.302642042795981, 19.482764594410469 ], [ 78.333441196853698, 19.643271593009615 ], [ 78.383567335663997, 19.684535224221179 ], [ 78.321762322872871, 19.86325816533207 ], [ 78.383257277301482, 19.866152045180741 ], [ 78.477721796123944, 19.799127712573863 ], [ 78.533739048318409, 19.824655869972389 ], [ 78.711712680595724, 19.774348863109537 ], [ 78.78002892439531, 19.776674303076618 ], [ 78.847518344995592, 19.724532781762434 ], [ 78.872529737557329, 19.650118719902991 ], [ 79.02434649616724, 19.541525442294922 ], [ 79.058876433089154, 19.547062500465778 ], [ 79.197730860285731, 19.461882520490146 ], [ 79.266001632383535, 19.589555260003603 ], [ 79.420403273292379, 19.536378892272069 ], [ 79.538949008689769, 19.533820909207577 ], [ 79.735422805218263, 19.603351548934825 ], [ 79.795780878084997, 19.594101466809207 ], [ 79.864923944184625, 19.50899038289981 ], [ 79.931069776748757, 19.482532050413795 ], [ 79.965486281067001, 19.401916815908294 ], [ 79.930553012811231, 19.211928411966596 ], [ 79.943782180403275, 19.169217840830697 ], [ 79.861823357861624, 19.081083685863405 ], [ 79.933550246346783, 19.053126735710293 ], [ 79.960318638094634, 18.867117418134342 ], [ 80.001866490146369, 18.785623684485415 ], [ 80.090543246573532, 18.69748952951818 ], [ 80.270377231723842, 18.713690090425303 ], [ 80.319883253809053, 18.642247422780315 ], [ 80.40907677597238, 18.588865668016126 ], [ 80.502611117908714, 18.59995026279438 ], [ 80.583433058888545, 18.54137502753548 ], [ 80.696191033689217, 18.412287298819763 ], [ 80.772258741947326, 18.232711696987224 ], [ 80.852357211615981, 18.196357327228839 ], [ 80.937519973268138, 18.086312364224227 ], [ 80.978964470733729, 17.963942572092037 ], [ 80.985579055429014, 17.840461737719011 ], [ 81.04490359862217, 17.77607290344173 ], [ 81.147739698628129, 17.836560167517689 ], [ 81.245201450986144, 17.803693955911342 ], [ 81.394029575604407, 17.806691189446838 ], [ 81.578411086102733, 17.796950181805414 ], [ 81.758968539866203, 17.908933010250223 ], [ 81.77578059478968, 17.833207180047804 ], [ 81.628586260442958, 17.763420645855604 ], [ 81.535249381270916, 17.637689244467129 ], [ 81.46952583658728, 17.420486515435304 ], [ 81.408339299483771, 17.370643036548721 ], [ 81.214333206228744, 17.323635329004759 ], [ 81.144192541744232, 17.249538169663474 ], [ 80.990480021703718, 17.218180404469749 ], [ 80.893078325520733, 17.155634290716044 ], [ 80.829518507020424, 17.046020612061376 ], [ 80.669697803979872, 17.079924099710379 ], [ 80.590938898446908, 17.139790522174454 ], [ 80.501755825903757, 17.10797012658869 ], [ 80.38431023879302, 16.975981822289523 ], [ 80.474283173948038, 16.936564298062287 ], [ 80.586234230667628, 16.93393616924882 ], [ 80.506146164774819, 16.792487072625317 ], [ 80.350985926734722, 16.862136139916338 ], [ 80.280555132256239, 16.997387231705115 ], [ 80.220450918442452, 17.033250535968556 ], [ 80.077643306420839, 16.97255476904785 ], [ 80.002427664395711, 16.871004409464867 ], [ 80.073334180604547, 16.822862046348206 ], [ 80.042979362896233, 16.738552150514863 ], [ 79.958099805604547, 16.630438543744035 ], [ 79.882334831646233, 16.703233140098206 ], [ 79.751963737896233, 16.723740952598206 ], [ 79.720876498312919, 16.689032293744035 ], [ 79.504323763937919, 16.641872463014863 ], [ 79.406260612896233, 16.587225653119035 ], [ 79.265635612896233, 16.569606838014863 ], [ 79.213470899354547, 16.493231512494035 ], [ 79.233409050396233, 16.330511785931535 ], [ 79.214772982687919, 16.244492905723206 ], [ 79.160573763937919, 16.219346421348206 ], [ 79.021657748312919, 16.247137762494035 ], [ 78.839121941021233, 16.124823309369035 ], [ 78.839447461854547, 16.066717840619035 ], [ 78.734060092062919, 16.030300197389863 ], [ 78.499766472271233, 16.093776759889863 ], [ 78.399994336854547, 16.083441473431535 ], [ 78.255951368104547, 16.005682684369035 ], [ 78.235280795187919, 15.950466213014863 ], [ 78.087494336854547, 15.832953192181535 ], [ 77.887950066021233, 15.919134832806535 ], [ 77.849864128521233, 15.893866278119035 ], [ 77.641205274354547, 15.900661525514863 ], [ 77.446466912617893, 15.952980048090751 ] ] ] } }, -{ "type": "Feature", "properties": { "ISO": "IN-LA", "NAME_1": "Ladakh" }, "geometry": { "type": "Polygon", "coordinates": [ [ [ 77.799365268875448, 35.495921535782571 ], [ 77.810889113276545, 35.48452688246222 ], [ 77.851506789057964, 35.460781561824092 ], [ 77.894914992183118, 35.448999335261547 ], [ 77.945867954422908, 35.471633612605387 ], [ 78.009481642574201, 35.490237128230461 ], [ 78.042709588537889, 35.479798488907505 ], [ 78.047412143876443, 35.44938690850374 ], [ 78.009171583980446, 35.306940822891193 ], [ 78.012220493485671, 35.251026923151386 ], [ 78.075730828772379, 35.134909979791544 ], [ 78.158464796871669, 34.946497707655368 ], [ 78.236186151038652, 34.769815985649458 ], [ 78.281971470049257, 34.653931586234933 ], [ 78.326929966143183, 34.606389268526414 ], [ 78.515755649737685, 34.557942613252777 ], [ 78.67078494661331, 34.518151760388037 ], [ 78.763079054686585, 34.452936102835693 ], [ 78.864829949869289, 34.390355943330235 ], [ 78.93640180859353, 34.351960354137375 ], [ 78.947317095691233, 34.335972471962073 ], [ 78.97009484244785, 34.302609361298636 ], [ 78.976916131510364, 34.258115953095327 ], [ 78.970611606770774, 34.228195298798326 ], [ 78.931750929687269, 34.188947048472656 ], [ 78.753053826821969, 34.08768707939673 ], [ 78.731763136717717, 34.055544338511183 ], [ 78.726647169920824, 34.013402207977165 ], [ 78.761735467447011, 33.887595933562594 ], [ 78.783749627603356, 33.808789374317485 ], [ 78.789950799478362, 33.650349432910602 ], [ 78.801836378905506, 33.49971263277979 ], [ 78.865088332030751, 33.431086330696189 ], [ 78.916713087890344, 33.386773790005904 ], [ 78.948494093749844, 33.346543687466678 ], [ 79.01262454622406, 33.29145661064355 ], [ 79.066523065104491, 33.250373846971499 ], [ 79.112515089844237, 33.226266791307353 ], [ 79.116879561787869, 33.225250986961719 ], [ 79.355084263022292, 33.169810289028476 ], [ 79.376168247397374, 33.146297512335678 ], [ 79.340201450522244, 33.034004624965434 ], [ 79.334827101563889, 32.975506903611034 ], [ 79.435906203126791, 32.834042670212028 ], [ 79.499106479819744, 32.730069688440778 ], [ 79.493525425132219, 32.688289292932794 ], [ 79.469857619142545, 32.64338247327116 ], [ 79.384591505860953, 32.570053615848991 ], [ 79.291573927735584, 32.506646633426868 ], [ 79.219381951823834, 32.501065578739343 ], [ 79.218767868707829, 32.501017823841494 ], [ 79.169875929688232, 32.4972156845336 ], [ 79.127397902344313, 32.475769965132471 ], [ 79.067039829427387, 32.38817841239775 ], [ 78.997690057291692, 32.365156561811716 ], [ 78.918986850911182, 32.35818024345231 ], [ 78.83790652864522, 32.411975409468155 ], [ 78.771243930988703, 32.468070176720985 ], [ 78.753467238280308, 32.499256903609123 ], [ 78.736724074217733, 32.558374742151031 ], [ 78.700860630207188, 32.597002875289206 ], [ 78.631562534503786, 32.578941962203189 ], [ 78.526349318357518, 32.570777085901071 ], [ 78.412557814450821, 32.557702948531229 ], [ 78.391732212237201, 32.544732164025973 ], [ 78.390279918151052, 32.527268327640002 ], [ 78.270395948813928, 32.504166165036452 ], [ 78.304088982720316, 32.596150214260945 ], [ 78.374678989643598, 32.648782660191614 ], [ 78.366617465923298, 32.765209662096197 ], [ 78.253859491122569, 32.697901109548525 ], [ 78.114643182037184, 32.667722073115158 ], [ 78.008913202182498, 32.610309556940479 ], [ 77.938529900834226, 32.69534312648409 ], [ 77.928918085301348, 32.762444973456752 ], [ 77.857914667228101, 32.873006700398889 ], [ 77.721075474053862, 33.012636419734974 ], [ 77.538967726679232, 32.918352768965121 ], [ 77.348695102796739, 32.867244778223892 ], [ 77.135788202263711, 32.926750190368978 ], [ 76.956057569900906, 33.025090440071722 ], [ 76.739843378369187, 33.197405503860921 ], [ 76.646565709309144, 33.352107192920506 ], [ 76.488030786124824, 33.50223060870421 ], [ 76.246098734708937, 33.5740943592129 ], [ 76.235838061456889, 33.728793740551566 ], [ 76.166381196366061, 33.873232448638177 ], [ 76.0243674, 33.9820894 ], [ 75.8795921, 33.9636962 ], [ 75.7416556, 34.0664337 ], [ 75.6634003, 34.1992301 ], [ 75.5845642, 34.2101164 ], [ 75.4694874, 34.2800518 ], [ 75.3745485, 34.3709805 ], [ 75.347546963197445, 34.572707809553762 ], [ 75.452480096340025, 34.536703599580818 ], [ 75.605545688788538, 34.50275218356505 ], [ 75.709208611966062, 34.503062242158805 ], [ 75.862067498685406, 34.560268052705908 ], [ 75.938290236315936, 34.612564602185287 ], [ 76.04107466014446, 34.669925442029268 ], [ 76.172436151030411, 34.667729193656868 ], [ 76.45675988150029, 34.756121731092108 ], [ 76.509986606760918, 34.740877183566013 ], [ 76.594425897125831, 34.735864569633691 ], [ 76.696331821605412, 34.786920884738066 ], [ 76.749041782543117, 34.847537339816441 ], [ 76.757516717438989, 34.877845567355621 ], [ 76.782941522126606, 34.900195624321853 ], [ 76.891720412100995, 34.938720404595443 ], [ 77.000912713533722, 34.991998806288365 ], [ 77.030678338533846, 35.062356268853748 ], [ 77.048610060539119, 35.109898586562281 ], [ 77.168499383456265, 35.171548570286475 ], [ 77.29298790884738, 35.235523993463815 ], [ 77.423419223952067, 35.302600002578671 ], [ 77.571575555332885, 35.378771063776895 ], [ 77.696942580072971, 35.443237413061013 ], [ 77.799365268875448, 35.495921535782571 ] ] ] } }, +{ "type": "Feature", "properties": { "ISO": "IN-LA", "NAME_1": "Ladakh"},"geometry":{"type":"Polygon","coordinates":[[[76.79484051482719,33.25306523438854],[76.795977,33.254863],[76.753304,33.321913],[76.686696,33.33899],[76.664651,33.428881],[76.597976,33.476428],[76.581826,33.515437],[76.484652,33.58498],[76.397437,33.668019],[76.312368,33.622137],[76.249578,33.608457],[76.22092,33.694868],[76.210462,33.786405],[76.110452,33.894642],[76.0571,33.986022],[75.943097,33.987245],[75.863077,34.069937],[75.793512,34.103463],[75.741691,34.198107],[75.707354,34.215818],[75.631019,34.222681],[75.433622,34.350095],[75.39995,34.422711],[75.392418,34.543445],[75.40119923115805,34.54535953603725],[75.34809289600014,34.55721995100002],[75.30695845600007,34.57401479100007],[75.26747766100004,34.59830271400007],[75.25135461500008,34.6130821740001],[75.23688521300005,34.631892395000094],[75.22454384500014,34.63862163200007],[75.2247538250001,34.63957542600005],[75.22655951300004,34.64875434000004],[75.22661417700016,34.649032214000016],[75.25161808700011,34.69664768400014],[75.25172892300009,34.69685875200011],[75.25529459600011,34.728768949000084],[75.2489383950001,34.76230695300009],[75.23188517300014,34.794578885000064],[75.20795898400019,34.82150230600007],[75.1613985190001,34.86196495300007],[75.1410896810001,34.87033653500005],[75.13977855600012,34.87007613100009],[75.12248176300011,34.866638279000114],[75.0869327800001,34.8392531610001],[75.06723218400015,34.83051788300014],[75.0281250000001,34.82406029000008],[75.00481892900007,34.81698061900005],[74.97458821600009,34.81294985700005],[74.92756266300006,34.813414945000076],[74.9274332010001,34.81344665900012],[74.86596435600012,34.82850446300007],[74.7990950520001,34.85191388700014],[74.6611189780001,34.91811139700012],[74.6338338220001,34.9404872920001],[74.61269816100014,34.97231997400006],[74.57363077800011,35.04616559600002],[74.54892944300008,35.08016868800006],[74.52071411100013,35.10600690400008],[74.48888142900012,35.1200887320001],[74.46376668300013,35.12365440600007],[74.46310670500009,35.12350561900011],[74.41116007500005,35.11179466500005],[74.35064697300015,35.09350120800008],[74.2691532390001,35.08678327200006],[74.26808472100004,35.08691638800006],[74.17685913100013,35.09828127800007],[74.17492411800004,35.09831579800009],[74.13780463600011,35.09897032600007],[74.12470114600012,35.099201380000096],[74.12469610400012,35.0993721120001],[74.1246902150001,35.09948400600011],[74.1244014130001,35.1049712400001],[74.1243949790001,35.10509348600009],[74.12431766829577,35.10523026650795],[74.12996925647604,35.10556252728884],[74.13422759133033,35.11260306687808],[74.11067086207066,35.13021339783012],[74.1169436270468,35.14640045631603],[74.10203099063779,35.14584295308987],[74.07382929988233,35.154371923725364],[74.0450103144745,35.14642546016688],[74.03254664980813,35.15003908813344],[74.00908546632127,35.166085194076516],[74.00319877400426,35.181069035207884],[73.99209105046168,35.184713306673814],[73.96362307674366,35.17404611693479],[73.93317931317483,35.202750106931944],[73.91727302213235,35.21221451818553],[73.88818061584283,35.21324210244114],[73.86520535854049,35.21079825143818],[73.84680500644595,35.22959869572327],[73.81158626999041,35.242463780878836],[73.79641130403849,35.245537854288614],[73.77753821071991,35.243857874841126],[73.76199642569452,35.23140387608805],[73.7317244191467,35.21730055487677],[73.71517946466065,35.22844622711176],[73.71934198034819,35.25264898346387],[73.72708169426483,35.27825642689265],[73.69987270036489,35.32321744173163],[73.70044836989643,35.358376283338885],[73.70957368907455,35.382645334114954],[73.73890815778532,35.42793214455287],[73.75472072058483,35.442023921167106],[73.79138901309256,35.45647037870509],[73.7956395391335,35.46197764075555],[73.78707588254599,35.499161454337695],[73.78604238165065,35.52433405936938],[73.76364655934128,35.52818791154294],[73.73505363022093,35.53664792845916],[73.72079024587322,35.55347405148632],[73.69779533029032,35.54964303130089],[73.67269900215729,35.55121914804528],[73.65626247533305,35.55830518433686],[73.63935277561018,35.57081863007579],[73.62476309743903,35.57050930466073],[73.60660115112228,35.56090733130833],[73.5711047975484,35.55482454811448],[73.55785539880765,35.555672274256096],[73.53205411820306,35.571131829770195],[73.51542039433576,35.56604211844905],[73.50217992586295,35.566453417990886],[73.48175397856329,35.5772828490243],[73.44860045514696,35.57131330756317],[73.42201759533583,35.569728495273864],[73.40682763588677,35.56401187105104],[73.36968663542996,35.60419176253987],[73.34330112824455,35.611031266779605],[73.31397216967997,35.61558586259753],[73.27273466647176,35.629756985496556],[73.24511059677667,35.65008630244097],[73.21553142163788,35.675075624740316],[73.18643614291375,35.68721957052679],[73.13929740714968,35.71857354063644],[73.13281728459009,35.738466552389525],[73.13724185103064,35.767782535535616],[73.13497851374746,35.78548026080546],[73.13799688494834,35.80106374379682],[73.14481489359252,35.81088205716128],[73.14661669250643,35.82937272367229],[73.15303416109771,35.84255830292341],[73.13375743675635,35.849301291921165],[73.11960941384342,35.85866301408686],[73.1004263799735,35.87823196952985],[73.07915729307467,35.886261350580924],[73.0559905386325,35.86373097710299],[73.03810914482125,35.85476225867137],[73.01409400233638,35.85531510071138],[73.00467442048819,35.86366584820041],[72.98791957322976,35.861241074516045],[72.9578226457985,35.84771705160068],[72.92940957389277,35.845540293849524],[72.91006093796199,35.84882157915263],[72.90404266403777,35.855209288278104],[72.90162953477528,35.88166942390484],[72.85762305226211,35.87768872145739],[72.83022605958502,35.8873613986097],[72.82527609661463,35.87481978700362],[72.7990200980991,35.86749044542779],[72.79807009026251,35.85577056326093],[72.77729009336315,35.844024155590375],[72.7667620413352,35.845137063025106],[72.74975151322184,35.856380193890914],[72.73754943345966,35.85879849695311],[72.72339901025617,35.853922907915944],[72.70083055048957,35.8364735933817],[72.6911415164679,35.83287699677601],[72.66040889515443,35.84919002420031],[72.64564753730406,35.86634787025804],[72.6340725431134,35.86562118207195],[72.6200464997462,35.8713114642527],[72.603268667615,35.87042821399092],[72.59503769093675,35.87563046827154],[72.57007988357981,35.90577871281738],[72.53372479616246,35.91744113460072],[72.53003528879759,35.92654378726604],[72.53113405619177,35.952871875436756],[72.54892791179373,35.96345250363021],[72.55460104929904,35.97953476501743],[72.55611258392867,35.99667416687936],[72.57324507809795,35.99642871581261],[72.5821678420723,36.0081167323014],[72.58359529998319,36.019703434765745],[72.59602537676977,36.02734706871229],[72.58620648424193,36.050448465824104],[72.55003859790304,36.05672891190983],[72.5317302113802,36.072412234037415],[72.53542025474104,36.088906140306165],[72.53660067877837,36.114518704474676],[72.55253486769004,36.13674698488552],[72.57380884869946,36.150963177308824],[72.56414884839069,36.16980604351414],[72.55154137223661,36.18116138548959],[72.56076061570991,36.19868883941848],[72.56362574513207,36.21650890216415],[72.58543097635851,36.230520817182025],[72.58848359464224,36.25124474404976],[72.59709731558871,36.2642493698126],[72.63475651080438,36.276656791777555],[72.66439251590197,36.263956500192364],[72.68945000501378,36.26682315486477],[72.692385777082,36.2756509549277],[72.7236379790096,36.28407046458034],[72.73561422191887,36.29623587808334],[72.75047943078118,36.30513243941061],[72.77855060922332,36.309881063060686],[72.79888145321655,36.32961555671261],[72.81566609591363,36.33837322764242],[72.82256476565146,36.3535807778307],[72.83699076990814,36.36605602576503],[72.85226914800285,36.37292292335428],[72.86530281197525,36.37300394507605],[72.88329913734538,36.387344963399414],[72.89009886547035,36.397831119610544],[72.88666093805193,36.41479203302595],[72.89018987146545,36.42473913650201],[72.87745053221636,36.43810316732737],[72.90006378811341,36.44851829058672],[72.92227478085653,36.46295885127],[72.9456478541652,36.45947507011846],[72.95896748636045,36.46716576558765],[72.97652574656598,36.46489753689184],[72.99205247694033,36.458105582506676],[73.0038554843432,36.476080034565996],[72.9903577531079,36.480458142029704],[72.9925277911247,36.49688592204774],[73.00733424997571,36.51609087239592],[73.02197363097832,36.52491806991304],[73.06150484147531,36.537742448155484],[73.07389584271903,36.56152233788566],[73.09062417436621,36.57157778808448],[73.09294011479454,36.58659862372758],[73.11247233203255,36.61009630350168],[73.09765555615905,36.624581586571026],[73.09086033004024,36.64302951639911],[73.0944272697028,36.66710685150002],[73.08497490846531,36.682315561813766],[73.08541951979504,36.69972653015532],[73.10534879041438,36.68703595574482],[73.13113247668252,36.688302158018246],[73.14546512771352,36.70004133693823],[73.17213802764792,36.708233672446056],[73.19387165395375,36.72081692446153],[73.20675762046784,36.71122785907846],[73.20985511582097,36.70192146950029],[73.2343977772357,36.69954516657623],[73.25269342666036,36.70890749218705],[73.29408720685916,36.708894362984495],[73.31473586856555,36.70642031634458],[73.33025123870374,36.715492757185075],[73.36083626238366,36.71545476082861],[73.36913522690924,36.732647646271914],[73.38973726955942,36.731535191196144],[73.41464942553063,36.73470777724219],[73.43628469838018,36.74455549034366],[73.46338208461555,36.73169310585223],[73.48250572635823,36.73388181289539],[73.51147487246743,36.715422680212555],[73.52990606681158,36.72072844016543],[73.54392200269831,36.70935487432803],[73.56035728036426,36.71617117695831],[73.57910242533671,36.71297280465126],[73.59191222197154,36.7201684799914],[73.60561147419025,36.715674842020405],[73.60746198758073,36.69851480341549],[73.63872782682779,36.690179892088395],[73.65494306467076,36.69609637264955],[73.66368025623888,36.69200972107183],[73.70058044703006,36.68486784317645],[73.71041027081742,36.690647717618106],[73.72507774214415,36.71000308767242],[73.74843308711735,36.709983099340604],[73.76943011111081,36.70387668376202],[73.79082695390088,36.70450769487428],[73.8090608540752,36.71671308683955],[73.82694092858105,36.713906163338834],[73.86625633775986,36.70006284332561],[73.8840681762054,36.699265362306676],[73.90080940682873,36.70671912598692],[73.89716987209198,36.71629455405048],[73.90524249614435,36.72561448562004],[73.90006689057458,36.74970075908283],[73.87772454105476,36.771257457265904],[73.86360160473032,36.788243763938624],[73.83385443263603,36.7879291253289],[73.81506050303983,36.798431031367045],[73.80944965887471,36.812776368234836],[73.78632461049244,36.81411305847092],[73.7714748933517,36.81811653534987],[73.74415236454007,36.83338833040716],[73.72650647529366,36.83269002662348],[73.71906642447595,36.85720001566824],[73.6814303391389,36.885567714078775],[73.69031770130096,36.91212831926657],[73.71119899423826,36.91275749306391],[73.74898470158274,36.89669488006473],[73.75961503980233,36.90405801546507],[73.78421921484494,36.900259335799774],[73.79025039853713,36.894554868612374],[73.80967131747735,36.89647822349127],[73.81806709851782,36.88565021518531],[73.83583935780018,36.88689435618966],[73.84216465487498,36.89841545850663],[73.85716095881128,36.89914763255723],[73.87877128806457,36.89440203782385],[73.91339132335094,36.87127999317721],[73.9229546411438,36.877731993936436],[73.93779995700248,36.873949479584894],[73.95781328455547,36.8568620576379],[73.97135620402565,36.8400864459328],[73.99991596884695,36.82423605045341],[74.02600175627606,36.826279335323136],[74.05216328910456,36.80657808511057],[74.06070809230465,36.80895198594544],[74.09268321066168,36.83858701437924],[74.12818276492271,36.83269624633476],[74.14642766920161,36.847093975007],[74.15854311367383,36.89249660103735],[74.1735261885828,36.90392970289355],[74.22546361145658,36.897181675893705],[74.24800355102315,36.88657584060263],[74.26137478811603,36.88656608026042],[74.28347858976514,36.90301561487877],[74.31294157789154,36.915794092623344],[74.35063945025047,36.94320380890872],[74.36530914200335,36.95678347018105],[74.39283714521815,36.96891391084836],[74.41917016706964,36.97512657413216],[74.42937733469631,36.98979688641725],[74.47748256376934,36.99210023903487],[74.49511879249832,36.988767813783625],[74.52046379576763,36.989135364005904],[74.53372199077734,36.986096675321335],[74.54303851841297,36.97648246039728],[74.55446210813983,36.95362461228609],[74.57869093493878,36.948593748103065],[74.57918085501251,36.96304115262717],[74.5894432607979,37.028580072312536],[74.5818401925709,37.04343982408864],[74.60647760835502,37.05050917705694],[74.65926096682023,37.05772972764487],[74.68505504565388,37.074847615025476],[74.70869466182921,37.07761507987209],[74.7184976336589,37.06275600258749],[74.71850805140548,37.049584202748804],[74.72824336184175,37.025987633522504],[74.75254517671857,37.011540210112685],[74.76339607187128,37.02510987362183],[74.77886248111867,37.02978689594852],[74.79991177460874,37.02401477726022],[74.83386582684648,37.02489137163957],[74.84212356734884,37.0169334741006],[74.84139875964507,36.99949843360588],[74.84604631478567,36.98993811954864],[74.8619309753343,36.97648469161527],[74.86742129685541,36.967166998458254],[74.88793069494568,36.94594663952586],[74.91405659123876,36.909121598782804],[74.92796627492373,36.908861623665075],[74.9326318911489,36.92546741728751],[74.94134029991494,36.934723978129114],[74.97712646901141,36.95276723641888],[74.99115059052741,36.96281678706515],[75.00866277756518,36.964381279172756],[75.01874122792537,36.97637072143169],[75.0425401347195,36.969455907064514],[75.06307121456496,36.95987589875375],[75.08707726940054,36.94291312374173],[75.09596073390082,36.94278998586918],[75.13584433115102,36.95736354459194],[75.15108451773636,36.967097634648155],[75.17338247761933,36.986125239588205],[75.1809355903053,37.00051862183699],[75.20228820353782,37.02110691475235],[75.20896268038342,37.03680643187141],[75.22565146794096,37.03743529630191],[75.26496179235289,37.05192516411506],[75.27923881402012,37.046925556769054],[75.29447366312911,37.05153196073144],[75.33288995530722,37.055277319592676],[75.34493034775738,37.05137219437131],[75.34519657676066,37.00306946968033],[75.35466000685386,36.97780944245187],[75.3743177928319,36.96131697959498],[75.38662215428906,36.95940685823996],[75.40122208832878,36.968045215214545],[75.4135016896513,36.96750698535914],[75.42793673299389,36.95195491119023],[75.42556716868995,36.93627676286235],[75.40877326027777,36.9166877156656],[75.41510959113481,36.90331688776422],[75.41418994800773,36.89189161270781],[75.42234063051575,36.88660529519825],[75.43951322545507,36.89101152536165],[75.44805111916389,36.880364533496504],[75.45261843859015,36.85487417640218],[75.46285008756155,36.82522746397632],[75.47899126083809,36.80677204999017],[75.52794058009374,36.78750156604451],[75.57094122755564,36.77600061123928],[75.59334881659464,36.76545013011946],[75.6164785702299,36.761599598242924],[75.62497404831373,36.74846868877904],[75.65205712004013,36.7222843932102],[75.67518963189605,36.69603145778558],[75.6905377650059,36.671759435649506],[75.71971906748104,36.63099904976639],[75.73338212558468,36.60711951335492],[75.74833318372953,36.58840641842153],[75.76936460679121,36.57333113242589],[75.80621321966441,36.55433719990191],[75.84906521278941,36.54432065257612],[75.87782695814764,36.525718235408306],[75.92336175843843,36.502447732476924],[75.96480388708977,36.48995968718987],[75.99704677948534,36.484333183129934],[76.02586648435084,36.486046209065364],[76.06922719158166,36.477546382759385],[76.0952536120646,36.46157427303433],[76.12510362523216,36.437459221266124],[76.15456950198097,36.4055976674984],[76.17313488326829,36.39030195227332],[76.19863562483425,36.38744551659738],[76.23862602377204,36.355577806970246],[76.25476112752409,36.347793680933705],[76.2973903208067,36.35046453970682],[76.3241352681282,36.36178796744082],[76.35240797205034,36.35987386298842],[76.40115260021241,36.32151149236154],[76.43200397160604,36.308160981044466],[76.43656073479013,36.28843706611775],[76.45003657382887,36.269405411530556],[76.43242518977075,36.25207095301215],[76.4560237680825,36.24139686367437],[76.48170678064349,36.21140932078356],[76.50466955445643,36.207225168306934],[76.51882586642063,36.19897315918399],[76.54486273432781,36.19275702002051],[76.56297323672555,36.17306528823252],[76.60116467321114,36.16554886698668],[76.63727976574864,36.184924179507334],[76.66479573963176,36.15806056844053],[76.69727329572606,36.135897055404826],[76.70644536166418,36.125147842998615],[76.70678869134508,36.11390705846401],[76.7168607223445,36.08724421654739],[76.72600343890764,36.07847706226664],[76.76032569877202,36.06506394914197],[76.78553190067674,36.05255309434989],[76.8007284647469,36.04899255875961],[76.80498646775135,36.01688139006416],[76.78319286296033,36.01570557775028],[76.76822931413159,36.008017287967505],[76.7543437115931,35.99007890411821],[76.75434076991064,35.982672509528754],[76.72908548121006,35.9628672868958],[76.72277072598825,35.953430507312135],[76.7349601091218,35.942882027183884],[76.75272433925693,35.92111788688101],[76.77902687948693,35.898677522050036],[76.785681564053,35.88994448355112],[76.79406916755812,35.86276823936282],[76.8037793536343,35.850411746904626],[76.83140468777617,35.836296652668466],[76.8534622516816,35.83276000846769],[76.86535809070335,35.82647348566286],[76.89494292887315,35.799736244632015],[76.90958387289749,35.79143982518781],[76.93522436191483,35.7840569190916],[76.96773312988012,35.78315939389097],[77.00443304614822,35.77509162527832],[77.03332096099359,35.776417362671225],[77.06087059560156,35.785190556798796],[77.08151496214583,35.79779122328637],[77.11953618574643,35.79641395563959],[77.1225740272696,35.786772621659225],[77.13610317002531,35.781807112108595],[77.14163215789785,35.77145956570644],[77.1658828022496,35.75863518026938],[77.1631350496429,35.74052115882449],[77.17531648276952,35.731728485381325],[77.19372999734156,35.73298669178246],[77.20283307268824,35.72756972706128],[77.22211233671504,35.72711603257892],[77.22458208279693,35.71497804749896],[77.26783584714667,35.70908592687408],[77.27754629132835,35.720404924547665],[77.28545711925074,35.71106878269819],[77.31656734970346,35.70001540248887],[77.32759901308407,35.7190901355014],[77.3584377049362,35.7177200129683],[77.36917106858999,35.70442372807264],[77.37081369469632,35.695190070265596],[77.38320121916098,35.69313322272012],[77.40409780057308,35.661179866157966],[77.42694128111526,35.659326087329134],[77.43791171865098,35.64108992266188],[77.43679707462536,35.62221815134666],[77.42713685757997,35.610544549191616],[77.45685049125723,35.59360844897077],[77.46559890996178,35.57331671829195],[77.46066198446306,35.56322454247868],[77.46061315307463,35.54770755356083],[77.48369231804611,35.53638235236372],[77.48368638521856,35.52783341677883],[77.47241449942965,35.52111366086683],[77.44655586276292,35.52499131539696],[77.44023074105593,35.51805896065258],[77.40669904642391,35.529816467755836],[77.3918767909812,35.54582151425154],[77.37839425469116,35.55034813665725],[77.34539457200196,35.54682259188917],[77.32222831758287,35.53680363078297],[77.34372631431802,35.5101377500572],[77.34868899550082,35.493694952260284],[77.36709218225849,35.49320277578755],[77.37779990714006,35.47836330102558],[77.41517710194177,35.47266939547626],[77.43027579729028,35.464060620801035],[77.45059581164747,35.46289466865409],[77.46491297365486,35.471868707474925],[77.4924014795447,35.48281652526248],[77.51687083362214,35.48860561415779],[77.53032129739,35.48317528191376],[77.55039099804617,35.48197151957004],[77.56056742954331,35.486244781371624],[77.581987591754,35.475128177923125],[77.62402892879209,35.47209307753354],[77.65071358736225,35.48727266600076],[77.66579216937316,35.47261012655616],[77.68396066904967,35.47681325652661],[77.72545789106886,35.477091614686344],[77.72279717574912,35.49891566692452],[77.72447520186915,35.515145324497155],[77.73744201473727,35.52318532294436],[77.75833282070317,35.50222709210669],[77.77836086476213,35.49463915497307],[77.7934192695837,35.49818683475468],[77.80831218296095,35.51120338103124],[77.82565762489952,35.51043717753379],[77.85467176948663,35.4927474013715],[77.86890349050373,35.48007880908983],[77.87993054036218,35.485856419937875],[77.90128117688488,35.46805377795954],[77.9059587666838,35.46931743425222],[77.92067060606365,35.49423199051398],[77.93273361196668,35.489438209206014],[77.97185844491133,35.45817838642347],[77.98099678447409,35.46825930722133],[77.96509045655938,35.47913486448249],[77.96490796882773,35.49601185856045],[77.93366535727046,35.512383001974],[77.93763912504562,35.532161592983186],[77.96117675540302,35.55969689599499],[77.96730790143857,35.5749733261581],[77.96512485922494,35.60387241687857],[77.9910181980315,35.58184019137178],[78.02434033443893,35.587913845547575],[78.04631883264807,35.585324373621006],[78.0679069441502,35.56293782332193],[78.07771099966294,35.549157149183145],[78.0928752987561,35.55624829991916],[78.1110057804924,35.55188378031227],[78.12523414613901,35.54166833532548],[78.13731620058223,35.538868954438726],[78.14727960786769,35.54962176773046],[78.15666514048388,35.552026944288116],[78.15162701877193,35.57816352992302],[78.16648424884909,35.613172572356405],[78.16160964097219,35.626458419720336],[78.1860808116802,35.62403100562648],[78.19980139671713,35.653624193102075],[78.19771802456722,35.6662541379182],[78.2363900029963,35.649331594077864],[78.25507332857131,35.6456340054051],[78.25707338482891,35.6546078670595],[78.27207432926696,35.66889037728913],[78.26745405236267,35.71095558683089],[78.273342127837,35.72195401036936],[78.28935550205483,35.72565325109673],[78.30333498122445,35.72127507978115],[78.33885784771155,35.720554219201915],[78.37862334149406,35.732631050382736],[78.39054952813825,35.73838721419861],[78.39981932700039,35.75629706255944],[78.41259028821128,35.76585913838858],[78.4232214034451,35.78532063923615],[78.43589543392721,35.784352001044056],[78.46474951897517,35.774200157911025],[78.5063205501533,35.772509160869106],[78.52126944183135,35.763769319898245],[78.56054535998044,35.79248097481718],[78.5776598407291,35.79279343257093],[78.580572958875,35.80806062759592],[78.61094612386461,35.813864677612855],[78.63455137514592,35.82800864008675],[78.6581927557911,35.853954406670596],[78.68096874401238,35.85906103693736],[78.69141047371443,35.85627667832608],[78.71885184703518,35.86833630367755],[78.7511074972133,35.866931241583586],[78.7687734278515,35.86966954591287],[78.78438620625849,35.86140964164173],[78.80445036799017,35.85579975075797],[78.8237588375004,35.855833133592284],[78.86328831500379,35.86217503664869],[78.91365750548954,35.875570560832784],[78.9399139302837,35.879576586390385],[78.95829906135265,35.891698539256254],[78.9703971623992,35.888871762322026],[78.97548047324528,35.88006938789198],[79.00854539995032,35.854018855685695],[79.02797120580658,35.84732736096896],[79.0637597329254,35.84648168168434],[79.11766769450855,35.83662276842608],[79.13949798354514,35.838598424277905],[79.15702249309362,35.85030579507645],[79.18027106605689,35.87024624516812],[79.19404953775603,35.886924354175676],[79.19782916888107,35.898565204820386],[79.18811467145497,35.927427618489844],[79.18980941327385,35.947195262051764],[79.19803812995576,35.96146927009079],[79.21546326441819,35.9787808372659],[79.24182124245641,35.986752017791446],[79.29019961811792,35.98972000357537],[79.34482664793154,35.988569204105545],[79.37807231318675,35.99528720004429],[79.38681724701837,35.99046604876918],[79.39253733812768,35.95490425872464],[79.4031410788977,35.918792332700036],[79.41687361232738,35.90040769086232],[79.42563405316906,35.89512433302161],[79.44929766595459,35.89142119643111],[79.49524555453877,35.88763285806999],[79.51837404462651,35.883514061125084],[79.55985894863164,35.86176971400113],[79.58487107773811,35.856931659068835],[79.66550613330145,35.835271649467074],[79.71635663195303,35.817181285587935],[79.7268844618485,35.805323972623285],[79.74604896698628,35.80032187505452],[79.79644175298455,35.79724559290986],[79.86887729734946,35.78282797393189],[79.87665584938799,35.78539675335753],[79.90523953977299,35.812968263974255],[79.91855292257935,35.822250278327715],[79.95391968654434,35.837166808801214],[79.97220244508685,35.84067280140869],[79.99917735265274,35.837752877193566],[80.01758314294773,35.823963490422784],[80.03823871054811,35.79976218018055],[80.05823521808088,35.74993700039232],[80.08817656459684,35.72517947475302],[80.10564236999943,35.68300522331248],[80.11542339747189,35.67698453470854],[80.18953426009807,35.65721037106181],[80.23733566221108,35.64193566849633],[80.27588391551035,35.621653959862385],[80.29467636122513,35.602395856883334],[80.31129902343122,35.55416892255778],[80.32013902909296,35.50470347968189],[80.32864389969626,35.4725759532177],[80.31802138647788,35.463514978733315],[80.29756393322901,35.46079164272021],[80.28107723052983,35.44085982342216],[80.28386390939198,35.40949234459606],[80.28354950190806,35.38787662120916],[80.27092412834588,35.34423115174633],[80.23566987226684,35.276628402179085],[80.22984297317475,35.251746830351976],[80.22868929317639,35.228095782894115],[80.21491651778314,35.20378735260431],[80.19463278567457,35.18252542340963],[80.18353720567757,35.16673083985643],[80.17785935572476,35.13685587949527],[80.18383683100501,35.091023206655734],[80.1858740130753,35.06321929773247],[80.1839156916559,35.04050809936933],[80.17089087971038,34.988860502809985],[80.16029928608322,34.97102268115185],[80.1509585442015,34.94775076538559],[80.1236735378036,34.89342733770155],[80.10684619349706,34.8680353115804],[80.08402308169991,34.84879768166775],[80.07314951553775,34.82843171375265],[80.06702505686093,34.7906442707166],[80.07278596729861,34.746097861327314],[80.06904001668346,34.7147770564161],[80.04448531064861,34.70438278483772],[79.96518059970498,34.68746215655335],[79.94456097710747,34.681062973877204],[79.92777839835446,34.687215649682514],[79.90030269341463,34.69126103317018],[79.86066619209117,34.68875436542169],[79.84987743559526,34.6826495389451],[79.82483838348469,34.66113157006595],[79.82042230934218,34.64697882121567],[79.80425630128735,34.6429779163978],[79.78049798449445,34.63067865049936],[79.77197666079434,34.62247488191031],[79.79252091211049,34.592587644004595],[79.77101256597717,34.582076304078214],[79.75897554058878,34.566028369813466],[79.75846108341233,34.55471612514913],[79.77502760004376,34.551996732663156],[79.78248949899125,34.544421447192065],[79.81029071174703,34.53130810238707],[79.81522714621588,34.52016784766806],[79.8123987109318,34.496914133280654],[79.79403280736824,34.48505450546111],[79.76748305519891,34.48006338951387],[79.7435327709207,34.48133484922397],[79.73339524139732,34.47832790121174],[79.68462152916032,34.47865570859415],[79.67300660686948,34.48356810598335],[79.66094828373639,34.4801465309377],[79.65240004332742,34.48839827476064],[79.60885817036831,34.49197729411691],[79.59325177534919,34.500823910694976],[79.58021393492521,34.48992997578779],[79.54348257655971,34.47895459377952],[79.50851027862649,34.474279706443326],[79.50946460590689,34.4679290062187],[79.52730474511793,34.445537975497245],[79.52813893826146,34.41798528948959],[79.5434964782799,34.40983750819447],[79.55960137380441,34.41118167539406],[79.56073091959632,34.399414910669634],[79.55398005703404,34.38796164061728],[79.56236570990961,34.3582440283393],[79.55956843253716,34.33243207637929],[79.5757307398818,34.30380415283946],[79.59216214686563,34.28165232559439],[79.58423179915826,34.23835634616847],[79.57919227090662,34.229158639659545],[79.56482371624156,34.21783371185637],[79.54896008993626,34.21446346831448],[79.53710896700528,34.205815430138045],[79.5256366385201,34.21225601580255],[79.51109110267231,34.21049599849158],[79.49477824971649,34.179971265361644],[79.48927247334603,34.14884580039342],[79.49473994039602,34.1358784119592],[79.46123594668165,34.10198300271344],[79.43420375050272,34.09331159925097],[79.42034979600635,34.078129160832134],[79.41422909469702,34.05582633022101],[79.4300327838859,34.04339924278088],[79.43789178747608,34.02855440536155],[79.41970833387256,34.01435438094995],[79.39875824909399,34.02708030950873],[79.37565229961399,34.03339595865663],[79.30595574666046,34.043040044562474],[79.27439436680663,34.0394094508855],[79.26017837583146,34.04842154721666],[79.21979183272697,34.05276108995241],[79.19805403086889,34.05124305412369],[79.17883516800867,34.07208018315396],[79.16108810233413,34.066422759502814],[79.15162795116908,34.06810420214725],[79.14376056230014,34.03519205766736],[79.13109896764331,34.024265727381476],[79.11258389263259,34.01971619744461],[79.08409547642515,34.0218952196887],[79.04443052055211,34.035701269098354],[79.02803580141114,34.04835194058961],[79.01477244519225,34.05030265284523],[78.97843375241581,34.03601273400051],[78.94056395396336,34.02400833961326],[78.92717005755219,33.99905770974556],[78.90568264763613,33.97620644467173],[78.90800842305032,33.967131879632575],[78.92115776861618,33.9572573082782],[78.93699194931907,33.9271888839599],[78.94935838648041,33.91663582808104],[78.94379114684403,33.90855564702554],[78.95268438247831,33.90236734547665],[78.95353726173528,33.889219344397304],[78.96776741703275,33.859629520386136],[78.97522995449884,33.84980753958632],[79.00455026967927,33.798548501412256],[79.0202025427132,33.77573030710806],[79.03656343745274,33.7818714688932],[79.04323098771994,33.7674373122822],[79.05383859197747,33.77842261111465],[79.06902153401666,33.75784712364589],[79.0429711313127,33.74970604589737],[79.04194024114929,33.73677589029518],[79.02622073210114,33.72265106269646],[79.02052211500364,33.70573739786266],[79.02898535329149,33.69181362000262],[79.05396135753068,33.67814083393239],[79.07182563004886,33.67908746301606],[79.08629716068549,33.68843684738266],[79.0921221460203,33.679528781028466],[79.09046331413072,33.65711325367374],[79.09638270849524,33.637768527095886],[79.1053190108637,33.622494465747025],[79.10546191493546,33.61365802679654],[79.07419942476372,33.62151056785848],[79.06537610332458,33.62682296840529],[79.03015237383306,33.62611625865844],[78.9996973183766,33.61220645986026],[78.98991795734793,33.611187295057675],[78.94977372847484,33.62070811808525],[78.91924642238456,33.63358016309411],[78.91532577846198,33.575983250826425],[78.92784688732405,33.55975492245176],[78.94058998394064,33.52655415405104],[78.94183055373713,33.499578776139685],[78.93603288171215,33.48897862456391],[78.9308103953835,33.46545943840243],[78.93334789189174,33.432796264935746],[78.94033538766809,33.41233879280111],[78.95002332361753,33.40835897438723],[78.95366847821776,33.38112089011702],[78.9697208911063,33.37413129802104],[78.97256941634555,33.36049220415197],[78.98028728932701,33.35588565539871],[78.99344870739196,33.330781826020484],[79.01780277647703,33.33548028818478],[79.02580592790133,33.32928080446561],[79.09732224282732,33.294596873247144],[79.13422518014801,33.2900869287688],[79.14423522447606,33.292678800086605],[79.17063099742268,33.290969492847864],[79.17688067680183,33.29452972896388],[79.20858155499485,33.292364081437256],[79.24062408743174,33.2978062847323],[79.27786440631735,33.284156849559],[79.29696094609085,33.28069934479896],[79.31571508698175,33.273214119236286],[79.32757150602026,33.27258610106776],[79.36578697598821,33.28271122534284],[79.42647202616314,33.268035460468184],[79.44745896605849,33.26478945736761],[79.45490562869185,33.25854828827295],[79.45064149770701,33.217335736754876],[79.4382768843708,33.18983215552959],[79.39344123322638,33.1244495056402],[79.37739113159552,33.084736472010604],[79.3935313048259,33.05410773048743],[79.39376306011718,33.036184705259984],[79.38231754761676,33.027720842842655],[79.33555311778224,33.016331571245075],[79.33331448217768,33.01045642442449],[79.35524648633634,33.002891669115286],[79.36822203162154,32.99089937870343],[79.38407307371347,32.989087738508374],[79.38347320522428,32.972307050130325],[79.39066082263889,32.96743364554635],[79.40926576420372,32.97012058509699],[79.42230992056642,32.96153817404752],[79.46404399073765,32.92007344813118],[79.48151898091629,32.8909833360122],[79.49254350997506,32.8774406719495],[79.506172893864,32.86724769382607],[79.5420524413671,32.82220013542798],[79.5527159330939,32.80455636588363],[79.57326021588631,32.78243392128849],[79.58734153788174,32.77403194571775],[79.60322510125746,32.77696932037787],[79.61455046073524,32.76429173487571],[79.62689617481868,32.73753783390396],[79.60089986903381,32.707694139373075],[79.57842541360202,32.67872531162391],[79.56712997726669,32.67326059829804],[79.51574063362341,32.608119744630585],[79.50241862811725,32.596351999645094],[79.46980970715231,32.576307420651005],[79.45579670305546,32.54242724682001],[79.44812866510586,32.53251729703567],[79.42417202172146,32.52717990702712],[79.40682034478317,32.52968335070614],[79.39943242676515,32.537063643372505],[79.39452993540823,32.57230893680804],[79.37947682579494,32.57644972217696],[79.33950806004901,32.59201201714092],[79.31803969147865,32.59024792769975],[79.31113019210471,32.57177545447371],[79.29510177402773,32.55010796251253],[79.2771614656292,32.533999179218824],[79.2508831990005,32.53411935112723],[79.24163008795824,32.50991917133274],[79.19513542056325,32.48299861069739],[79.14793324932003,32.48111262894474],[79.131962653154,32.47086607281108],[79.13416400916174,32.458785049890196],[79.14134073218912,32.452550756112544],[79.14725012339454,32.43702239526738],[79.1432335110178,32.42048713187569],[79.12572110094811,32.413632428194035],[79.11509357850588,32.384223965963315],[79.06057590715244,32.39057476151606],[79.03348379454155,32.385452058565704],[79.01459985000315,32.377266832198586],[78.9937966389038,32.345216299392746],[78.97900245040285,32.33923906962741],[78.96014947401909,32.36697245191715],[78.92099528180688,32.383021538213484],[78.90347371034352,32.39286863617866],[78.87529522839213,32.417233463853336],[78.85886607421003,32.440645179231694],[78.83255360546457,32.43638721849538],[78.82722373019106,32.43870562756274],[78.82031459594191,32.46242924041718],[78.8071481551633,32.48167228694655],[78.7985521328747,32.50199224644507],[78.78907411307989,32.53594977276384],[78.77677466282051,32.55836180355442],[78.77641638910512,32.57313998592167],[78.79432375893441,32.5890964573357],[78.79710605629953,32.59836803865409],[78.79251500736177,32.618432568208505],[78.77922864198831,32.62810910974764],[78.7626686661261,32.655082928234606],[78.769129353437,32.68636061245235],[78.76133453895784,32.69736509382409],[78.74957270161894,32.68157908170929],[78.72305045701302,32.66119282149157],[78.70368862173257,32.6565797391637],[78.68035580477664,32.658428265951784],[78.66206537501711,32.65356877477916],[78.64785418822026,32.63145344741872],[78.63902049220201,32.609720443443734],[78.61903629548868,32.596067561169036],[78.60864985340805,32.60615986288741],[78.58813759277575,32.61590651557327],[78.57338830922316,32.617612775908924],[78.53573562599837,32.60864849473228],[78.51491325394358,32.58950644386732],[78.49597820902716,32.58090740255466],[78.47246165877857,32.5835119956821],[78.45984398611114,32.58001312930253],[78.44386024185673,32.56992120529941],[78.43058963530348,32.548881566930845],[78.42715171957627,32.53131592329129],[78.3999842572677,32.52597309867963],[78.37387952921694,32.5089858252357],[78.32782320127978,32.47224773544468],[78.32365561521453,32.47407494200502],[78.29598167361542,32.504317787136245],[78.3166966989935,32.52565580437192],[78.31422977138692,32.57395073823602],[78.34939954425363,32.58130041528199],[78.35829250379606,32.58949009419257],[78.40656718672636,32.619659245278],[78.39366141893942,32.62604958761841],[78.38870546918213,32.63460693456244],[78.38098155995107,32.66849630036404],[78.38546633959993,32.69605155033884],[78.39575122304058,32.7158571174121],[78.38918281583432,32.73027290716897],[78.3908010289444,32.756745524486405],[78.36274687466857,32.76005314373765],[78.30558069988945,32.73447021133126],[78.31645910800148,32.71635215193032],[78.31360850712696,32.70941519265705],[78.29057736955002,32.69954085872371],[78.27693164138219,32.69954574294172],[78.25439211280582,32.691302829562005],[78.24272524657295,32.67218125536067],[78.2193677126499,32.66181971101088],[78.20167283463365,32.66050230134016],[78.18822586023532,32.673879207759285],[78.17026354542634,32.67570553748061],[78.15371867817453,32.667009497090646],[78.14431161398983,32.645768040962366],[78.1337989457648,32.639086501740735],[78.11104328941633,32.65886276800239],[78.09056623724211,32.64111475264377],[78.08502524881624,32.62231281638344],[78.06167120246408,32.62554754108618],[78.05197210952531,32.6123643971992],[78.05900041383808,32.60199921958838],[78.05328338581967,32.58863860438811],[78.03491368082177,32.5837261170667],[78.00450003015231,32.58491912801537],[77.9941576908248,32.58868209020636],[77.9717626689121,32.622758087815555],[77.97018956669518,32.63721792366829],[77.95647052039823,32.64486900490073],[77.94471995246391,32.65947990167615],[77.93781989327351,32.67640839093457],[77.9208591795076,32.69002455209147],[77.92392038451817,32.70930200038708],[77.9356922394054,32.7539133660091],[77.93290595264767,32.763076450417884],[77.91728569457922,32.77235675336152],[77.89866452654672,32.772463958844696],[77.88477191649082,32.78737460145675],[77.88681180911777,32.7974651944632],[77.8791079205941,32.81328855542256],[77.86545975526354,32.82556833660948],[77.8429561429117,32.83706447914244],[77.82605700392764,32.83323324042175],[77.81687001733746,32.84307222740142],[77.78559202375294,32.85574905297648],[77.77930439298342,32.862116761179664],[77.79068905915284,32.8882209397446],[77.80492429472048,32.88899012899134],[77.80814363921763,32.902737070459466],[77.77757299389862,32.92478579852582],[77.75447011920068,32.94530191545107],[77.7412138784178,32.96182792212096],[77.73056538378552,32.969290885865746],[77.71794574609936,32.966539428951535],[77.71308900415426,32.97532907527665],[77.69755483818528,32.97532017918297],[77.68328424217407,32.98359280796177],[77.67130807031123,32.956935324205915],[77.65649712384322,32.95369889618718],[77.64133881693289,32.9420899930588],[77.6309021306289,32.93897185916404],[77.59946051169334,32.936819775212484],[77.58753628647048,32.919228672665156],[77.56257406614031,32.90933629743222],[77.53736082704057,32.884985764481485],[77.51210461473624,32.87912810497812],[77.50231537375555,32.884174492358966],[77.472913960411,32.85938141022393],[77.45387309676607,32.86355801289204],[77.44343369900605,32.88137981942316],[77.4278402991905,32.8759431865289],[77.41315049859668,32.88508379867841],[77.39708019729335,32.878596573273285],[77.38888707487865,32.86517102702135],[77.37634695165053,32.854161514842076],[77.38027225136335,32.84433680190193],[77.37404789329571,32.822983882000585],[77.3535047292599,32.81664785331583],[77.33915510802188,32.820150230648665],[77.32842233971928,32.835459176699715],[77.32273801194975,32.851869962229046],[77.30632495563225,32.850465474801865],[77.2919211853145,32.857638125699],[77.27593386355699,32.87428333300949],[77.26515448339273,32.862844509666445],[77.2416727467999,32.88066732613623],[77.24589710616658,32.8935480999649],[77.19942849932585,32.91353116892833],[77.19151976142791,32.92923818909122],[77.18423981241745,32.92617215202324],[77.17505588352225,32.911340019326474],[77.164605432195,32.93253119256053],[77.1638259223285,32.95457501392582],[77.15407889372602,32.955953606273965],[77.15413219114777,32.97868239357763],[77.12089078148443,32.985484347524675],[77.11483026190712,32.97585572456211],[77.09258906543306,32.9716460592183],[77.08361877498652,32.98386629899056],[77.07617610534305,32.98442660270558],[77.05304121388099,32.99807684187283],[77.01613977033418,32.98801193350397],[76.97982424319434,33.01245668213022],[76.93521990757273,33.03231279290111],[76.9279845334595,33.04887294503044],[76.9085455606292,33.07950121710752],[76.91212693081326,33.09389687823841],[76.90259416119164,33.09621339423279],[76.8950570978069,33.11304505978171],[76.88655040697574,33.11905249687527],[76.87038777767384,33.11039282416954],[76.85193645920026,33.11944500238502],[76.84705222677889,33.136636478590674],[76.83511938155425,33.140946594609716],[76.82134618797625,33.1546815445177],[76.81604718103262,33.17232121944875],[76.82454441729107,33.18376250243762],[76.82127348948,33.19289674558837],[76.83658734223212,33.20461563490369],[76.82907870551793,33.21452719717246],[76.8359221083187,33.23021945946056],[76.84694581539713,33.241628010724185],[76.84001196957678,33.24745610411594],[76.81499281406718,33.2403431304312],[76.803509966212,33.25275466229789],[76.79484051482719,33.25306523438854]]]}}, +{ "type": "Feature", "properties": { "ISO": "IN-JK", "NAME_1": "Jammu and Kashmir"},"geometry":{"type":"Polygon","coordinates":[[[75.888638,32.57603],[75.84635085843297,32.52094254667653],[75.84096398490004,32.50905810914446],[75.8202280271656,32.48691233808847],[75.820227,32.486911],[75.82022672812485,32.48691095072748],[75.82022662665753,32.48691084236151],[75.79470557120521,32.474934225334266],[75.76174595301988,32.47631235395],[75.761744,32.476312],[75.727202,32.418107],[75.7272019734685,32.41810699192093],[75.72720191343763,32.41810690341089],[75.70057826217709,32.40060103680844],[75.66362199146181,32.38885010554799],[75.60816206277345,32.38185832362358],[75.60816147721741,32.38185814075447],[75.608161,32.381858],[75.545604406716,32.34987719669546],[75.54460956907639,32.349134249845804],[75.53964727010549,32.340289350073476],[75.53111124428852,32.298191900735674],[75.51973521790603,32.27973068792096],[75.50994556863316,32.27713050327014],[75.50525777152899,32.288225090415665],[75.50550657167099,32.31049149938326],[75.49522221433381,32.31064949048164],[75.48304910505622,32.31789705370789],[75.48301738705968,32.317831949247],[75.483049,32.317897],[75.339629,32.342379],[75.318043,32.334484],[75.2014,32.409476],[75.130493,32.406085],[75.110046,32.470182],[75.033297,32.492687],[74.991528,32.447389],[74.946631,32.443412],[74.830067,32.485995],[74.784292,32.469713],[74.681039,32.486481],[74.652099,32.559256],[74.65113,32.627632],[74.692677,32.654821],[74.650386,32.698281],[74.701361,32.835077],[74.632374,32.801602],[74.616632,32.755289],[74.507288,32.743927],[74.451227,32.783575],[74.383706,32.75787],[74.311974,32.791471],[74.299874,32.824409],[74.217373,32.84527],[74.178217,32.883002],[74.055354,32.911743],[73.958326,32.986951],[73.822677,33.005706],[73.806484,32.971346],[73.688552,33.088444],[73.631765,33.086601],[73.658164,33.20513],[73.60563,33.251706],[73.558537,33.368445],[73.589673,33.444168],[73.619553,33.577593],[73.573373,33.618332],[73.563169,33.6759],[73.591291,33.754155],[73.558382,33.783598],[73.58617,33.899446],[73.549612,33.93151],[73.514949,34.006609],[73.489014,34.144768],[73.493083,34.220159],[73.42627,34.349425],[73.400342,34.359479],[73.447752,34.574234],[73.618935,34.585914],[73.690304,34.643567],[73.670326,34.689692],[73.731406,34.771457],[73.773804,34.796879],[73.897438,34.821758],[74.030352,34.877635],[74.074263,34.941104],[74.06636,35.048531],[74.10029336731547,35.14110266438292],[74.10036757200004,35.141073807000026],[74.10186405500014,35.1404918420001],[74.10219272400008,35.13999883900007],[74.10351770000011,35.13801137300004],[74.10300093600006,35.13491078700008],[74.1016573490001,35.130621643000026],[74.10238081900013,35.1264875290001],[74.10517134600013,35.12137156200002],[74.1193306890001,35.11124298100006],[74.1230513920001,35.107470602000035],[74.1243949790001,35.10509348600009],[74.1244014130001,35.1049712400001],[74.1246902150001,35.09948400600011],[74.12469610400012,35.0993721120001],[74.12470114600012,35.099201380000096],[74.13780463600011,35.09897032600007],[74.17492411800004,35.09831579800009],[74.17685913100013,35.09828127800007],[74.26808472100004,35.08691638800006],[74.2691532390001,35.08678327200006],[74.35064697300015,35.09350120800008],[74.41116007500005,35.11179466500005],[74.46310670500009,35.12350561900011],[74.46376668300013,35.12365440600007],[74.48888142900012,35.1200887320001],[74.52071411100013,35.10600690400008],[74.54892944300008,35.08016868800006],[74.57363077800011,35.04616559600002],[74.61269816100014,34.97231997400006],[74.6338338220001,34.9404872920001],[74.6611189780001,34.91811139700012],[74.7990950520001,34.85191388700014],[74.86596435600012,34.82850446300007],[74.9274332010001,34.81344665900012],[74.92756266300006,34.813414945000076],[74.97458821600009,34.81294985700005],[75.00481892900007,34.81698061900005],[75.0281250000001,34.82406029000008],[75.06723218400015,34.83051788300014],[75.0869327800001,34.8392531610001],[75.12248176300011,34.866638279000114],[75.13977855600012,34.87007613100009],[75.1410896810001,34.87033653500005],[75.1613985190001,34.86196495300007],[75.20795898400019,34.82150230600007],[75.23188517300014,34.794578885000064],[75.2489383950001,34.76230695300009],[75.25529459600011,34.728768949000084],[75.25172892300009,34.69685875200011],[75.25161808700011,34.69664768400014],[75.22661417700016,34.649032214000016],[75.22655951300004,34.64875434000004],[75.2247538250001,34.63957542600005],[75.22454384500014,34.63862163200007],[75.23688521300005,34.631892395000094],[75.25135461500008,34.6130821740001],[75.26747766100004,34.59830271400007],[75.30695845600007,34.57401479100007],[75.34809289600014,34.55721995100002],[75.40119923115805,34.54535953603725],[75.392418,34.543445],[75.39995,34.422711],[75.433622,34.350095],[75.631019,34.222681],[75.707354,34.215818],[75.741691,34.198107],[75.793512,34.103463],[75.863077,34.069937],[75.943097,33.987245],[76.0571,33.986022],[76.110452,33.894642],[76.210462,33.786405],[76.22092,33.694868],[76.249578,33.608457],[76.312368,33.622137],[76.397437,33.668019],[76.484652,33.58498],[76.581826,33.515437],[76.597976,33.476428],[76.664651,33.428881],[76.686696,33.33899],[76.753304,33.321913],[76.795977,33.254863],[76.747751,33.178576],[76.644785,33.161783],[76.565312,33.209029],[76.486775,33.179507],[76.402231,33.182643],[76.29244,33.103833],[76.254553,33.032396],[76.111087,33.003347],[76.099232,32.968805],[76.034075,32.917701],[76.01379336073475,32.909264410942086],[75.950554,32.88449],[75.883927,32.930607],[75.824712,32.930309],[75.824732,32.853808],[75.89036200322502,32.813897001075006],[75.92895400322503,32.75714000107501],[75.92895424833995,32.75713958942055],[75.9305229177985,32.74202213511347],[75.92625018210026,32.720928368349576],[75.92045911590233,32.70986339850204],[75.915195,32.680567],[75.94230943449733,32.6439512124516],[75.89710514923503,32.587183334031465],[75.88864727166236,32.57604221307722],[75.888638,32.57603]]]}}, { "type": "Feature", "properties": { "ISO": "IN-CH", "NAME_1": "Chandigarh" }, "geometry": { "type": "Polygon", "coordinates": [ [ [ 76.814567498591146, 30.78912873040656 ], [ 76.827279901346344, 30.680711575378893 ], [ 76.775603468924942, 30.677404283480882 ], [ 76.703773227652277, 30.781403103470439 ], [ 76.814567498591146, 30.78912873040656 ] ] ] } }, { "type": "Feature", "properties": { "ISO": "IN-DL", "NAME_1": "Delhi" }, "geometry": { "type": "Polygon", "coordinates": [ [ [ 77.327404413283034, 28.519706529033044 ], [ 77.269733513790584, 28.510275579754193 ], [ 77.19356245274497, 28.432605902840123 ], [ 77.100544874746163, 28.475600693916874 ], [ 77.070882603149585, 28.528569037531042 ], [ 76.87265180923356, 28.519422309092249 ], [ 76.836891716879222, 28.587221788055047 ], [ 76.94727257666807, 28.696155707020239 ], [ 76.936523878674052, 28.814649767372828 ], [ 77.067988723300914, 28.882087511129725 ], [ 77.200797154165286, 28.876790676048813 ], [ 77.227152133863854, 28.783592230896716 ], [ 77.306940546069313, 28.720598659700386 ], [ 77.337532992753381, 28.626185817721307 ], [ 77.327404413283034, 28.519706529033044 ] ] ] } }, { "type": "Feature", "properties": { "ISO": "IN-HP", "NAME_1": "Himachal Pradesh" }, "geometry": { "type": "Polygon", "coordinates": [ [ [ 78.390279918151052, 32.527268327640002 ], [ 78.389665154945533, 32.519875800093587 ], [ 78.417467075518545, 32.46670075126525 ], [ 78.441341587237389, 32.397350979129556 ], [ 78.455294223956201, 32.300328477501552 ], [ 78.486093377602145, 32.236223863243495 ], [ 78.487390078691362, 32.233521265183875 ], [ 78.495911899737621, 32.215759996055908 ], [ 78.677709588540409, 32.023032741823371 ], [ 78.725561964842711, 31.983810329713833 ], [ 78.735483839842743, 31.957946275351745 ], [ 78.719670851561432, 31.8876663274348 ], [ 78.71672679503645, 31.880259602949476 ], [ 78.687011346352961, 31.805500800090726 ], [ 78.693470900389457, 31.740362657186822 ], [ 78.753880649738647, 31.668351548788095 ], [ 78.802973260415911, 31.618070380168106 ], [ 78.755069207681345, 31.550270901001156 ], [ 78.726698846353116, 31.471826076782094 ], [ 78.758634881509494, 31.436582749959044 ], [ 78.743493686847984, 31.323798936482021 ], [ 78.757808058592815, 31.302482408161623 ], [ 78.791656121744012, 31.293645738239718 ], [ 78.842929750321275, 31.301264107295186 ], [ 78.844521111978594, 31.301500555948081 ], [ 78.869350890861881, 31.314988913273783 ], [ 78.993349236977679, 31.163395291159759 ], [ 78.869532504921153, 31.121976630317192 ], [ 78.792741327150509, 31.207010199860804 ], [ 78.58169477679246, 31.231065578913331 ], [ 78.500976190398831, 31.219567572985113 ], [ 78.368684522572607, 31.29002838779985 ], [ 78.284245233130946, 31.290338447061686 ], [ 78.039712355340896, 31.172180284392596 ], [ 77.941113723219701, 31.172903753905075 ], [ 77.806031529231632, 31.050508124250541 ], [ 77.789081658591613, 30.930644640137984 ], [ 77.705779249812508, 30.791454169474321 ], [ 77.812956171390169, 30.521057237501509 ], [ 77.585063104078984, 30.382926134033823 ], [ 77.303426547696972, 30.460311591007098 ], [ 77.147777133707734, 30.538678900810623 ], [ 77.150257603305704, 30.663994248735548 ], [ 77.115117628575661, 30.722104396900363 ], [ 77.001532830575627, 30.777346502738908 ], [ 76.905724724616334, 30.899302882821758 ], [ 76.768162061929559, 30.907596951438165 ], [ 76.645172153971714, 30.999270942300143 ], [ 76.561146274780697, 31.276721706741341 ], [ 76.433505486888691, 31.317804469900352 ], [ 76.373560826071241, 31.419245306825417 ], [ 76.275375604200747, 31.31044057906945 ], [ 76.158483514302702, 31.338552557954188 ], [ 76.070530227388076, 31.564171861242357 ], [ 75.923252394582335, 31.806275947177198 ], [ 75.964283481797224, 31.848753974316423 ], [ 75.879740838668738, 31.972389838320339 ], [ 75.70652143731445, 32.049826972137055 ], [ 75.601618279759748, 32.068947252213889 ], [ 75.639445427864189, 32.146849474024009 ], [ 75.62290897017283, 32.258522244106246 ], [ 75.692672153896751, 32.272268174736439 ], [ 75.911676874288275, 32.431354071832914 ], [ 75.84739139189918, 32.516749376582425 ], [ 75.922632276957984, 32.617337550987145 ], [ 75.909299758377131, 32.772702745035645 ], [ 75.804913364759955, 32.8986123721632 ], [ 75.82641075984867, 32.938067328244585 ], [ 75.97244835830503, 32.911040554078284 ], [ 76.100812615709629, 33.013049831784315 ], [ 76.215947707320822, 33.051083686363029 ], [ 76.294289177803307, 33.147899481775653 ], [ 76.396711866659302, 33.197715562223379 ], [ 76.558562453294542, 33.231460272973209 ], [ 76.625948521107318, 33.189292304196442 ], [ 76.739843378369187, 33.197405503860921 ], [ 76.956057569900906, 33.025090440071722 ], [ 77.135788202263711, 32.926750190368978 ], [ 77.348695102796739, 32.867244778223892 ], [ 77.538967726679232, 32.918352768965121 ], [ 77.721075474053862, 33.012636419734974 ], [ 77.857914667228101, 32.873006700398889 ], [ 77.928918085301348, 32.762444973456752 ], [ 77.938529900834226, 32.69534312648409 ], [ 78.008913202182498, 32.610309556940479 ], [ 78.114643182037184, 32.667722073115158 ], [ 78.253859491122569, 32.697901109548525 ], [ 78.366617465923298, 32.765209662096197 ], [ 78.374678989643598, 32.648782660191614 ], [ 78.304088982720316, 32.596150214260945 ], [ 78.270395948813928, 32.504166165036452 ], [ 78.390279918151052, 32.527268327640002 ] ] ] } }, { "type": "Feature", "properties": { "ISO": "IN-HR", "NAME_1": "Haryana" }, "geometry": { "type": "Polygon", "coordinates": [ [ [ 77.200797154165286, 28.876790676048813 ], [ 77.067988723300914, 28.882087511129725 ], [ 76.936523878674052, 28.814649767372828 ], [ 76.94727257666807, 28.696155707020239 ], [ 76.836891716879222, 28.587221788055047 ], [ 76.87265180923356, 28.519422309092249 ], [ 77.070882603149585, 28.528569037531042 ], [ 77.100544874746163, 28.475600693916874 ], [ 77.19356245274497, 28.432605902840123 ], [ 77.269733513790584, 28.510275579754193 ], [ 77.327404413283034, 28.519706529033044 ], [ 77.497006464376796, 28.393254299546243 ], [ 77.466517367782274, 28.315222887426273 ], [ 77.528942499097013, 28.253469550579268 ], [ 77.468067661393434, 28.046815496837667 ], [ 77.526462030398363, 27.97446849252691 ], [ 77.479849888161766, 27.898039049062845 ], [ 77.424452752692332, 27.890752671698408 ], [ 77.280688918258932, 27.809439806102148 ], [ 77.040806918604403, 27.807295234187677 ], [ 76.973007439641606, 27.679292711089715 ], [ 76.900867140905802, 27.734379788196634 ], [ 76.940554640983862, 27.852098700394663 ], [ 76.920917596070183, 28.033534654200935 ], [ 76.940554640983862, 28.122986558782657 ], [ 76.856632114580407, 28.228974921055737 ], [ 76.64682579857174, 28.085521144984853 ], [ 76.657987908615041, 28.016972358087855 ], [ 76.553084751060396, 27.971238714994684 ], [ 76.453452590164886, 28.162829088491605 ], [ 76.367979771049534, 28.156369534326529 ], [ 76.266693963755415, 28.077485459686216 ], [ 76.163341098912554, 28.05790009251524 ], [ 76.180084263078243, 27.909562893412783 ], [ 76.215017531333956, 27.841505032031591 ], [ 75.999940219565474, 27.842745266380916 ], [ 75.931520623877645, 27.918089505126545 ], [ 75.992808871831926, 28.050691230415907 ], [ 75.961906365886023, 28.139497178951615 ], [ 76.032496371909986, 28.187814643530942 ], [ 76.026191848275118, 28.262228705390442 ], [ 75.887078891977239, 28.403847967909371 ], [ 75.698563267280917, 28.520559189754806 ], [ 75.593556756039447, 28.642670600367921 ], [ 75.485966424211085, 28.926839301392647 ], [ 75.515008579082632, 28.996473293907343 ], [ 75.452066684729687, 29.023861803279601 ], [ 75.392948846212278, 29.105975654552822 ], [ 75.391501906287886, 29.252685044778957 ], [ 75.328353306359986, 29.296222439114274 ], [ 75.249701775716346, 29.256405747826989 ], [ 75.10655805890724, 29.238215643736964 ], [ 74.969615512945552, 29.284336860457699 ], [ 74.907190383429395, 29.378465480697344 ], [ 74.821407505052264, 29.402934271799211 ], [ 74.758568964386143, 29.364254462073745 ], [ 74.612841424292242, 29.332809352869333 ], [ 74.537083775295969, 29.441381537527889 ], [ 74.602092727197544, 29.470423692399493 ], [ 74.574807569713528, 29.589692898208682 ], [ 74.602712843922575, 29.726351223330255 ], [ 74.506284621238251, 29.736789862961814 ], [ 74.466493768372686, 29.798930772537119 ], [ 74.547005650090625, 29.86081329969403 ], [ 74.516516555294743, 29.947190457273791 ], [ 74.650668573296002, 29.914065864148313 ], [ 74.710716586900958, 29.968377794 ], [ 74.823371209813445, 29.984991766956455 ], [ 74.90346968038142, 29.954838568944808 ], [ 74.995660435180923, 29.872983100089982 ], [ 75.072761672213346, 29.891147365758286 ], [ 75.10521447087109, 29.821384182034365 ], [ 75.18789676292522, 29.834742539936258 ], [ 75.238229608209792, 29.748778795305157 ], [ 75.172083774746397, 29.688214015964036 ], [ 75.234612257949323, 29.561787624898955 ], [ 75.295280389178572, 29.574861761960733 ], [ 75.311610142194297, 29.656174628456313 ], [ 75.4457621601955, 29.806191311479836 ], [ 75.60440880682097, 29.764669297849821 ], [ 75.717683547357808, 29.778027655751714 ], [ 75.785999790258074, 29.830970160044842 ], [ 75.886665479927899, 29.749243883298561 ], [ 75.956945427589403, 29.738624376513769 ], [ 76.225559522853644, 29.869081528989341 ], [ 76.178120559216381, 29.954683539313862 ], [ 76.266693963755415, 30.113691922044552 ], [ 76.429578078265649, 30.140356961004954 ], [ 76.53138065039667, 30.08397797270527 ], [ 76.624811638646179, 30.142837428804285 ], [ 76.605588006681103, 30.274431463741053 ], [ 76.714315220071342, 30.337114977474187 ], [ 76.752865838587525, 30.430520128201351 ], [ 76.904897902316293, 30.384088853118044 ], [ 76.886604445438763, 30.633789373880461 ], [ 76.827279901346344, 30.680711575378893 ], [ 76.814567498591146, 30.78912873040656 ], [ 76.83275760268117, 30.842277940274698 ], [ 76.768162061929559, 30.907596951438165 ], [ 76.905724724616334, 30.899302882821758 ], [ 77.001532830575627, 30.777346502738908 ], [ 77.115117628575661, 30.722104396900363 ], [ 77.150257603305704, 30.663994248735548 ], [ 77.147777133707734, 30.538678900810623 ], [ 77.303426547696972, 30.460311591007098 ], [ 77.585063104078984, 30.382926134033823 ], [ 77.570076939099408, 30.278229682054189 ], [ 77.284719679669422, 30.038089300880529 ], [ 77.229942660925019, 29.976646023295302 ], [ 77.180436638839751, 29.804253445140375 ], [ 77.087832472890284, 29.658500068423393 ], [ 77.064681431402903, 29.569513250935756 ], [ 77.149844191256364, 29.403373521370895 ], [ 77.13072391117953, 29.280590318088684 ], [ 77.141369257285362, 29.130341091068487 ], [ 77.195732863081105, 28.997584337047499 ], [ 77.200797154165286, 28.876790676048813 ] ] ] } }, -{ "type": "Feature", "properties": { "ISO": "IN-JK", "NAME_1": "Jammu and Kashmir" }, "geometry": { "type": "Polygon", "coordinates": [ [ [ 75.347546963197445, 34.572707809553762 ], [ 75.3745485, 34.3709805 ], [ 75.4694874, 34.2800518 ], [ 75.5845642, 34.2101164 ], [ 75.6634003, 34.1992301 ], [ 75.7416556, 34.0664337 ], [ 75.8795921, 33.9636962 ], [ 76.0243674, 33.9820894 ], [ 76.166381196366061, 33.873232448638177 ], [ 76.235838061456889, 33.728793740551566 ], [ 76.246098734708937, 33.5740943592129 ], [ 76.488030786124824, 33.50223060870421 ], [ 76.646565709309144, 33.352107192920506 ], [ 76.739843378369187, 33.197405503860921 ], [ 76.625948521107318, 33.189292304196442 ], [ 76.558562453294542, 33.231460272973209 ], [ 76.396711866659302, 33.197715562223379 ], [ 76.294289177803307, 33.147899481775653 ], [ 76.215947707320822, 33.051083686363029 ], [ 76.100812615709629, 33.013049831784315 ], [ 75.97244835830503, 32.911040554078284 ], [ 75.82641075984867, 32.938067328244585 ], [ 75.804913364759955, 32.8986123721632 ], [ 75.909299758377131, 32.772702745035645 ], [ 75.922632276957984, 32.617337550987145 ], [ 75.84739139189918, 32.516749376582425 ], [ 75.743004999181323, 32.464375312170887 ], [ 75.68264692631459, 32.399805609840996 ], [ 75.611953565704482, 32.39546478916867 ], [ 75.502399530014259, 32.300586860095507 ], [ 75.390365024726066, 32.3354942899295 ], [ 75.293437135515575, 32.325995170197864 ], [ 75.23368208201623, 32.372132880171122 ], [ 75.104077589828222, 32.420346991499429 ], [ 74.987340529280857, 32.462204901655852 ], [ 74.788903029280078, 32.457812404911039 ], [ 74.685756870425507, 32.493805040002329 ], [ 74.65779992055559, 32.518919786096177 ], [ 74.643382195946145, 32.607725734989771 ], [ 74.663225945946238, 32.757664903284635 ], [ 74.632375115868001, 32.770894069951353 ], [ 74.588243442690725, 32.753246568323689 ], [ 74.48334028513824, 32.770997422815938 ], [ 74.354562615866882, 32.768697821578954 ], [ 74.305521681621883, 32.810426540654646 ], [ 74.329964634095944, 32.860836900355366 ], [ 74.32272993357509, 32.927990424118647 ], [ 74.303609653627092, 32.991810817999109 ], [ 74.283559197897858, 33.005117499314267 ], [ 74.222064243470527, 33.020310370408083 ], [ 74.126256138001395, 33.075423285447371 ], [ 74.049154901021893, 33.143429470343477 ], [ 74.003782993469656, 33.189447333299384 ], [ 73.989830356750844, 33.221176662726592 ], [ 73.994222853495643, 33.242208970669395 ], [ 74.050395135396911, 33.301249294562851 ], [ 74.117781203105523, 33.384112453742873 ], [ 74.142585890605602, 33.455348415657227 ], [ 74.149975620423362, 33.506999009732951 ], [ 74.131268751933703, 33.545084540332056 ], [ 74.069773797506372, 33.591696682259325 ], [ 74.003989699198797, 33.632443549121476 ], [ 73.977583042297653, 33.667816067025257 ], [ 73.97649783721954, 33.721275336231201 ], [ 74.000992466125894, 33.788170477833035 ], [ 74.078403761699121, 33.838658352182193 ], [ 74.215604689434031, 33.886562404916759 ], [ 74.250899692689387, 33.946093654916993 ], [ 74.246507195944559, 33.990173651661962 ], [ 74.208990106100686, 34.003402818328681 ], [ 74.112561883444044, 34.003687038706289 ], [ 73.949884474589226, 34.018802395151667 ], [ 73.92239261260994, 34.043090318328836 ], [ 73.904099155578621, 34.075672308888869 ], [ 73.903892449849451, 34.10799591728744 ], [ 73.938308953755836, 34.144763698863102 ], [ 73.97944339386018, 34.191298326141933 ], [ 73.972363722636175, 34.236618557261906 ], [ 73.924563022766193, 34.287829901663159 ], [ 73.809944695942818, 34.325321153290915 ], [ 73.794493442687553, 34.378237819957789 ], [ 73.812115106099071, 34.422343654918905 ], [ 73.850097283833605, 34.48528554945041 ], [ 73.883118524068124, 34.529055487601624 ], [ 73.961201613261153, 34.653466498344301 ], [ 74.055872837219852, 34.680674139945978 ], [ 74.171938104147387, 34.720878404269058 ], [ 74.30040571482499, 34.765397650688499 ], [ 74.497964715476826, 34.732040513644094 ], [ 74.594134555972005, 34.715762437472165 ], [ 74.788747999983201, 34.677728583305338 ], [ 74.951890496728652, 34.6458700627974 ], [ 75.118443638005346, 34.636826687146325 ], [ 75.187535027979578, 34.639022935518724 ], [ 75.264067824203863, 34.601350816377945 ], [ 75.347546963197445, 34.572707809553762 ] ] ] } }, { "type": "Feature", "properties": { "ISO": "IN-AP", "NAME_1": "Andhra Pradesh" }, "geometry": { "type": "Polygon", "coordinates": [ [ [ 80.231197867888966, 13.467614136514745 ], [ 80.097571242418894, 13.46375214334671 ], [ 79.96197228359398, 13.416545721907539 ], [ 79.956701287834107, 13.365773627051226 ], [ 79.816348098086223, 13.294925237709549 ], [ 79.784928827303474, 13.224025173323071 ], [ 79.696768833015199, 13.235807400091403 ], [ 79.667933383718662, 13.291282049926622 ], [ 79.571711866609348, 13.284073187827346 ], [ 79.544220005348905, 13.323528143908675 ], [ 79.449548780951432, 13.331150418057348 ], [ 79.420196567717369, 13.21999441191258 ], [ 79.314879999012703, 13.131989447255194 ], [ 79.250801223097938, 13.147750759489952 ], [ 79.16160770093461, 13.044914659483936 ], [ 79.077581821743649, 13.035587062992533 ], [ 78.944153273254926, 13.093387152794833 ], [ 78.736207310119255, 13.06096019076017 ], [ 78.644740024832231, 12.991997991813832 ], [ 78.582624952779327, 12.778212592137379 ], [ 78.419120720644685, 12.632640082573744 ], [ 78.35276818160628, 12.641502590172365 ], [ 78.229571568073368, 12.759893296838186 ], [ 78.285898878630292, 12.84337657277058 ], [ 78.41581342964605, 12.948202215959498 ], [ 78.516479120215195, 13.089098008965948 ], [ 78.568362258211607, 13.274823105701728 ], [ 78.38088016139028, 13.322752997552755 ], [ 78.350184361019387, 13.376108913895223 ], [ 78.374678989643598, 13.579636541992784 ], [ 78.184096307398647, 13.60154734913084 ], [ 78.068237746274917, 13.698724879749363 ], [ 78.096763137208995, 13.809002386750706 ], [ 78.03268436129423, 13.884734198224635 ], [ 77.920649855106717, 13.830473945216397 ], [ 77.878791944692466, 13.916618557000788 ], [ 77.73492475837088, 13.824221095726955 ], [ 77.59322797968747, 13.76709280039239 ], [ 77.499486932176126, 13.70446096440196 ], [ 77.442539503994851, 13.70195465728159 ], [ 77.384041783101793, 13.846726182966961 ], [ 77.29205773297798, 13.848431505309691 ], [ 77.152221307167565, 13.903596095883131 ], [ 77.102611932294792, 13.849671738759696 ], [ 77.13320437987818, 13.78481781738833 ], [ 77.032331983734025, 13.746241360450426 ], [ 76.958538038599556, 13.781613878277824 ], [ 77.010421176595969, 13.904991359863345 ], [ 76.935903761949021, 14.010902207770641 ], [ 76.942621697633228, 14.061080024323644 ], [ 76.872961866696755, 14.137354438156763 ], [ 76.9736275572659, 14.156087143706714 ], [ 76.995331658828945, 14.06637685850518 ], [ 77.112327102413815, 14.005062771229916 ], [ 77.289267205916758, 14.010747179039072 ], [ 77.332365349781014, 13.90816946145145 ], [ 77.387969190825459, 13.96294647929659 ], [ 77.327921177220503, 14.052165838982262 ], [ 77.368538853285429, 14.163425197914535 ], [ 77.467757603030918, 14.192441515263681 ], [ 77.461039667346711, 14.290135809819731 ], [ 77.384351840564932, 14.261972154091609 ], [ 77.278208448660962, 14.295587672732893 ], [ 77.256814406359752, 14.333957424095843 ], [ 77.11129357274018, 14.329616604322837 ], [ 77.045457797639187, 14.231663927348336 ], [ 76.908205194214304, 14.257863878315334 ], [ 76.862419875177068, 14.347238266732631 ], [ 76.931562941276695, 14.457567450577358 ], [ 76.829967075620004, 14.478651435415372 ], [ 76.752865838587525, 14.565597031977404 ], [ 76.761857538294748, 14.76367279716186 ], [ 76.799684686399132, 14.794833686425477 ], [ 76.822215611161482, 14.920975857549763 ], [ 76.719482863043652, 14.989731350021771 ], [ 76.764338006993398, 15.094117742739627 ], [ 76.947996047079869, 15.021641547219588 ], [ 77.080391065894958, 15.036653551520146 ], [ 77.128140089693375, 15.132254950105846 ], [ 77.104885695418488, 15.308213202577235 ], [ 77.025924107311653, 15.351492214494101 ], [ 76.999672478601951, 15.613775946802491 ], [ 77.084938592142294, 15.667286891876529 ], [ 77.025303989687359, 15.781285101925903 ], [ 77.034088982920196, 15.873734239143801 ], [ 77.143746372297187, 15.960705675026873 ], [ 77.226428664351317, 15.976389471996526 ], [ 77.446466912617893, 15.952980048090751 ], [ 77.641205274354547, 15.900661525514863 ], [ 77.849864128521233, 15.893866278119035 ], [ 77.887950066021233, 15.919134832806535 ], [ 78.087494336854547, 15.832953192181535 ], [ 78.235280795187919, 15.950466213014863 ], [ 78.255951368104547, 16.005682684369035 ], [ 78.399994336854547, 16.083441473431535 ], [ 78.499766472271233, 16.093776759889863 ], [ 78.734060092062919, 16.030300197389863 ], [ 78.839447461854547, 16.066717840619035 ], [ 78.839121941021233, 16.124823309369035 ], [ 79.021657748312919, 16.247137762494035 ], [ 79.160573763937919, 16.219346421348206 ], [ 79.214772982687919, 16.244492905723206 ], [ 79.233409050396233, 16.330511785931535 ], [ 79.213470899354547, 16.493231512494035 ], [ 79.265635612896233, 16.569606838014863 ], [ 79.406260612896233, 16.587225653119035 ], [ 79.504323763937919, 16.641872463014863 ], [ 79.720876498312919, 16.689032293744035 ], [ 79.751963737896233, 16.723740952598206 ], [ 79.882334831646233, 16.703233140098206 ], [ 79.958099805604547, 16.630438543744035 ], [ 80.042979362896233, 16.738552150514863 ], [ 80.073334180604547, 16.822862046348206 ], [ 80.002427664395711, 16.871004409464867 ], [ 80.077643306420839, 16.97255476904785 ], [ 80.220450918442452, 17.033250535968556 ], [ 80.280555132256239, 16.997387231705115 ], [ 80.350985926734722, 16.862136139916338 ], [ 80.506146164774819, 16.792487072625317 ], [ 80.586234230667628, 16.93393616924882 ], [ 80.474283173948038, 16.936564298062287 ], [ 80.38431023879302, 16.975981822289523 ], [ 80.501755825903757, 17.10797012658869 ], [ 80.590938898446908, 17.139790522174454 ], [ 80.669697803979872, 17.079924099710379 ], [ 80.829518507020424, 17.046020612061376 ], [ 80.893078325520733, 17.155634290716044 ], [ 80.990480021703718, 17.218180404469749 ], [ 81.144192541744232, 17.249538169663474 ], [ 81.214333206228744, 17.323635329004759 ], [ 81.408339299483771, 17.370643036548721 ], [ 81.46952583658728, 17.420486515435304 ], [ 81.535249381270916, 17.637689244467129 ], [ 81.628586260442958, 17.763420645855604 ], [ 81.77578059478968, 17.833207180047804 ], [ 81.758968539866203, 17.908933010250223 ], [ 81.923609653562607, 18.0002194283839 ], [ 82.042362095434328, 18.043265896304035 ], [ 82.131865675960114, 18.038847561265925 ], [ 82.240076125412827, 17.992933051019463 ], [ 82.329889764301129, 18.044041043559275 ], [ 82.352834100213499, 18.155300400692909 ], [ 82.30952924987497, 18.194755356774294 ], [ 82.360792271146352, 18.291622829929622 ], [ 82.368233677242358, 18.413992621162492 ], [ 82.44905561732287, 18.5220997178277 ], [ 82.502695753606133, 18.510627550321146 ], [ 82.511274042163279, 18.422209174513796 ], [ 82.597366978003606, 18.325212511048505 ], [ 82.586721632797094, 18.244390570968051 ], [ 82.781438430139417, 18.357846177758859 ], [ 82.779681430953246, 18.416731472279594 ], [ 82.878383416761267, 18.409083359709257 ], [ 82.904118279734803, 18.355339871537808 ], [ 83.039200473722872, 18.390350654159363 ], [ 83.036513299449155, 18.469493110318751 ], [ 83.083538852835773, 18.525329495359927 ], [ 83.028141717366339, 18.640852158800101 ], [ 83.126533644811843, 18.758157659848109 ], [ 83.201671177083142, 18.74162120215675 ], [ 83.394217564089274, 18.869417018780382 ], [ 83.326831496276498, 18.929697577281331 ], [ 83.341404250105995, 19.004576728033555 ], [ 83.423673130110842, 18.96434662469693 ], [ 83.490129021936752, 19.051550605476052 ], [ 83.572604608415929, 19.069947415141087 ], [ 83.612808872431458, 19.129788723171032 ], [ 83.706446568054616, 19.001424464867171 ], [ 83.801841261964626, 18.999951687420435 ], [ 83.854241163898564, 18.860037747244235 ], [ 83.902403598846945, 18.805648302127452 ], [ 84.071385533215732, 18.817869778467468 ], [ 84.153137648383733, 18.787716580455822 ], [ 84.317778762080195, 18.809239813966201 ], [ 84.46257612528791, 18.946311550237851 ], [ 84.52520796127834, 19.032972926859088 ], [ 84.641479933552034, 19.100539862724474 ], [ 84.694499953110324, 19.16058787722875 ], [ 84.769628849819384, 19.120532813615171 ], [ 84.749804687499989, 19.050097656250003 ], [ 84.690820312500023, 18.964697265624991 ], [ 84.609375, 18.884326171875003 ], [ 84.462792968750023, 18.689746093750003 ], [ 84.181738281250034, 18.400585937499997 ], [ 84.104101562500034, 18.292675781249997 ], [ 83.654296875, 18.069873046875003 ], [ 83.572265625, 18.003613281249997 ], [ 83.387988281249989, 17.786669921875003 ], [ 83.198339843750034, 17.608984375 ], [ 82.976855468749989, 17.461816406249994 ], [ 82.593164062500023, 17.27392578125 ], [ 82.359570312500011, 17.09619140625 ], [ 82.286523437500023, 16.978076171875003 ], [ 82.281933593750011, 16.936083984375003 ], [ 82.307226562500034, 16.878564453124994 ], [ 82.35, 16.8251953125 ], [ 82.359765625000023, 16.7828125 ], [ 82.338671874999989, 16.70654296875 ], [ 82.3271484375, 16.664355468750003 ], [ 82.2587890625, 16.559863281250003 ], [ 82.141503906250023, 16.4853515625 ], [ 81.761914062500011, 16.329492187499994 ], [ 81.711718749999989, 16.33447265625 ], [ 81.40185546875, 16.365234375 ], [ 81.2861328125, 16.337060546874994 ], [ 81.238574218749989, 16.263964843750003 ], [ 81.132128906249989, 15.961767578124991 ], [ 81.030078124999989, 15.881445312499991 ], [ 80.993457031249989, 15.808740234374994 ], [ 80.978710937500011, 15.758349609375003 ], [ 80.917773437499989, 15.759667968749994 ], [ 80.86474609375, 15.7822265625 ], [ 80.825976562499989, 15.765917968750003 ], [ 80.781835937500034, 15.867333984374994 ], [ 80.707812499999989, 15.888085937499994 ], [ 80.646582031250034, 15.89501953125 ], [ 80.384863281250034, 15.792773437500003 ], [ 80.29345703125, 15.710742187500003 ], [ 80.10107421875, 15.323632812499994 ], [ 80.053417968750011, 15.074023437500003 ], [ 80.0986328125, 14.798242187499994 ], [ 80.165429687500023, 14.577832031249997 ], [ 80.1787109375, 14.478320312500003 ], [ 80.170117187500011, 14.349414062500003 ], [ 80.13623046875, 14.286572265624997 ], [ 80.111718750000023, 14.212207031250003 ], [ 80.143652343750034, 14.058935546874991 ], [ 80.224414062499989, 13.858203125 ], [ 80.244140625, 13.773486328125003 ], [ 80.245800781250011, 13.685839843750003 ], [ 80.293347923713853, 13.528674369625161 ], [ 80.276775413076663, 13.511416023713744 ], [ 80.265625, 13.521289062500003 ], [ 80.2333984375, 13.605761718750003 ], [ 80.15625, 13.713769531249994 ], [ 80.062109375000034, 13.60625 ], [ 80.1142578125, 13.528710937499994 ], [ 80.231197867888966, 13.467614136514745 ] ] ] } }, { "type": "Feature", "properties": { "ISO": "IN-KL", "NAME_1": "Kerala" }, "geometry": { "type": "Polygon", "coordinates": [ [ [ 74.893952998469786, 12.751445129204074 ], [ 75.102113885447409, 12.678864651182664 ], [ 75.312023553344261, 12.469497584745739 ], [ 75.389331495951751, 12.29472789157893 ], [ 75.426228468968645, 12.291782334886818 ], [ 75.536609327858173, 12.168947454761224 ], [ 75.62921349470696, 12.102052314262892 ], [ 75.761091749584523, 12.068746853084804 ], [ 75.776181268250923, 12.009784044198284 ], [ 75.84604780476235, 11.951105455252559 ], [ 75.960562778749193, 11.928626207333593 ], [ 76.055750767084191, 11.963740342742597 ], [ 76.115488723225951, 11.857493598051121 ], [ 76.176570265605221, 11.85702851005766 ], [ 76.316613396990647, 11.746854355843823 ], [ 76.389270460563296, 11.744012152838593 ], [ 76.415935500422961, 11.666833401440329 ], [ 76.339247673641182, 11.5914891626947 ], [ 76.240752395206812, 11.603969021453167 ], [ 76.256255324123856, 11.478446967053856 ], [ 76.409114211051985, 11.436821601535655 ], [ 76.495413853366585, 11.384757595486633 ], [ 76.533757766307815, 11.313134059789036 ], [ 76.466268344808213, 11.205233668698838 ], [ 76.641244745348672, 11.208644314283674 ], [ 76.719172804681136, 11.138726100928807 ], [ 76.690440708172105, 10.933363959279291 ], [ 76.819838495250337, 10.875951443104611 ], [ 76.889705030862444, 10.780039985257076 ], [ 76.87554568908223, 10.678495795544507 ], [ 76.821078728700343, 10.633175564500675 ], [ 76.808573033318794, 10.437115180021522 ], [ 76.841542595914063, 10.31066295053472 ], [ 76.928048943803674, 10.235551255785822 ], [ 76.986339960021098, 10.231287950378601 ], [ 77.064578077716078, 10.296296902280176 ], [ 77.191495396095604, 10.35130646412199 ], [ 77.276968215210957, 10.210100612753081 ], [ 77.224258254015183, 10.057810167505238 ], [ 77.260225051045211, 9.962208767120899 ], [ 77.225911900413848, 9.858881740699758 ], [ 77.235420363159221, 9.764675605195009 ], [ 77.187671340260124, 9.612772731776147 ], [ 77.263222283681387, 9.557375597206033 ], [ 77.340633579076382, 9.579958197013184 ], [ 77.398614536031971, 9.499963080132034 ], [ 77.31210818904168, 9.300879625494304 ], [ 77.254540643236055, 9.122105007540029 ], [ 77.164933709922764, 9.001001288178884 ], [ 77.202554151552818, 8.894160265184098 ], [ 77.24926964657692, 8.859097804819839 ], [ 77.235420363159221, 8.784141139701831 ], [ 77.178886346127911, 8.695231838378618 ], [ 77.203794386801462, 8.611981106442897 ], [ 77.278828566285256, 8.526404934540096 ], [ 77.166070590585264, 8.336933295435244 ], [ 77.109654405090225, 8.284239878249844 ], [ 77.06591796875, 8.31591796875 ], [ 76.966894531250034, 8.407275390624989 ], [ 76.617285156250034, 8.847070312499994 ], [ 76.553417968750011, 8.902783203124997 ], [ 76.48291015625, 9.090771484374997 ], [ 76.471777343750034, 9.160839843749997 ], [ 76.452343750000011, 9.188769531249989 ], [ 76.419042968750034, 9.207812499999989 ], [ 76.403125, 9.23681640625 ], [ 76.324609375000023, 9.452099609374997 ], [ 76.292382812500023, 9.676464843749997 ], [ 76.242382812500011, 9.927099609374991 ], [ 76.28466796875, 9.909863281249997 ], [ 76.343066406249989, 9.82734375 ], [ 76.372265625000011, 9.707373046874991 ], [ 76.375585937500034, 9.539892578124991 ], [ 76.419531250000034, 9.520458984374997 ], [ 76.458789062499989, 9.536230468749991 ], [ 76.346484374999989, 9.922119140625 ], [ 76.248730468750011, 10.01796875 ], [ 76.222753906250034, 10.024267578124991 ], [ 76.195605468749989, 10.086132812499997 ], [ 76.192675781249989, 10.163769531249997 ], [ 76.201464843749989, 10.200634765624997 ], [ 76.123339843749989, 10.327001953124991 ], [ 76.096093750000023, 10.402246093749994 ], [ 75.922558593750011, 10.784082031249994 ], [ 75.844628906250023, 11.057568359374997 ], [ 75.723828125000011, 11.361767578124997 ], [ 75.64609375, 11.468408203124994 ], [ 75.524511718750006, 11.703125 ], [ 75.422656250000017, 11.812207031249997 ], [ 75.314648437500011, 11.958447265624997 ], [ 75.229785156250017, 12.023339843749994 ], [ 75.229274645332865, 12.023866919918138 ], [ 75.196679687500023, 12.057519531249994 ], [ 74.945507812500011, 12.564550781249991 ], [ 74.893952998469786, 12.751445129204074 ] ] ] } }, { "type": "Feature", "properties": { "ISO": "IN-LD", "NAME_1": "Lakshadweep" }, "geometry": { "type": "MultiPolygon", "coordinates": [ [ [ [ 73.053320312500006, 8.256689453124991 ], [ 73.038867187500017, 8.251953125 ], [ 73.028515625000011, 8.253515625 ], [ 73.0234375, 8.265917968749989 ], [ 73.026074218750011, 8.275292968749994 ], [ 73.038964843750023, 8.26484375 ], [ 73.055859375000011, 8.274560546874994 ], [ 73.0751953125, 8.306347656249997 ], [ 73.079492187500023, 8.316503906249991 ], [ 73.08359375, 8.31103515625 ], [ 73.079785156250011, 8.293066406249991 ], [ 73.0673828125, 8.269091796874989 ], [ 73.053320312500006, 8.256689453124991 ] ] ], [ [ [ 72.787890625000017, 11.215917968749991 ], [ 72.780371093750006, 11.202490234374991 ], [ 72.773046875, 11.196093749999989 ], [ 72.7724609375, 11.214257812499994 ], [ 72.781835937500006, 11.243310546874994 ], [ 72.792675781250011, 11.262744140624989 ], [ 72.7958984375, 11.260449218749997 ], [ 72.792871093750023, 11.241552734374991 ], [ 72.787890625000017, 11.215917968749991 ] ] ] ] } }, From 36ed617090b72ad3cb7b587daa05f9d0dd984e7b Mon Sep 17 00:00:00 2001 From: John Bodley <4567245+john-bodley@users.noreply.github.com> Date: Mon, 2 Oct 2023 14:32:21 -0700 Subject: [PATCH 071/105] fix: Address Mypy issue which is causing CI to fail (#25494) --- tests/unit_tests/db_engine_specs/test_clickhouse.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/tests/unit_tests/db_engine_specs/test_clickhouse.py b/tests/unit_tests/db_engine_specs/test_clickhouse.py index 6dfeddaf37cfd..3f28341f2643d 100644 --- a/tests/unit_tests/db_engine_specs/test_clickhouse.py +++ b/tests/unit_tests/db_engine_specs/test_clickhouse.py @@ -30,6 +30,8 @@ String, TypeEngine, ) +from urllib3.connection import HTTPConnection +from urllib3.exceptions import NewConnectionError from superset.utils.core import GenericDataType from tests.unit_tests.db_engine_specs.utils import ( @@ -56,14 +58,12 @@ def test_convert_dttm( def test_execute_connection_error() -> None: - from urllib3.exceptions import NewConnectionError - from superset.db_engine_specs.clickhouse import ClickHouseEngineSpec from superset.db_engine_specs.exceptions import SupersetDBAPIDatabaseError cursor = Mock() cursor.execute.side_effect = NewConnectionError( - "Dummypool", "Exception with sensitive data" + HTTPConnection("localhost"), "Exception with sensitive data" ) with pytest.raises(SupersetDBAPIDatabaseError) as ex: ClickHouseEngineSpec.execute(cursor, "SELECT col1 from table1") From db7f5fed31ea8ec4166e45422036e47544ed33a8 Mon Sep 17 00:00:00 2001 From: Craig Rueda Date: Mon, 2 Oct 2023 17:22:07 -0700 Subject: [PATCH 072/105] chore(async): Initial Refactoring of Global Async Queries (#25466) --- superset-websocket/src/config.ts | 2 + superset-websocket/src/index.ts | 20 +++--- superset/async_events/api.py | 6 +- superset/async_events/async_query_manager.py | 45 ++++++++++++- .../data/commands/create_async_job_command.py | 12 ++-- superset/cli/lib.py | 2 +- superset/config.py | 1 + superset/views/core.py | 12 ++-- .../tasks/async_queries_tests.py | 37 +++++----- tests/unit_tests/async_events/__init__.py | 16 +++++ .../async_events/async_query_manager_tests.py | 67 +++++++++++++++++++ 11 files changed, 176 insertions(+), 44 deletions(-) create mode 100644 tests/unit_tests/async_events/__init__.py create mode 100644 tests/unit_tests/async_events/async_query_manager_tests.py diff --git a/superset-websocket/src/config.ts b/superset-websocket/src/config.ts index 5d2642b4e9ac6..7d0fac323e975 100644 --- a/superset-websocket/src/config.ts +++ b/superset-websocket/src/config.ts @@ -38,6 +38,7 @@ type ConfigType = { redisStreamReadBlockMs: number; jwtSecret: string; jwtCookieName: string; + jwtChannelIdKey: string; socketResponseTimeoutMs: number; pingSocketsIntervalMs: number; gcChannelsIntervalMs: number; @@ -54,6 +55,7 @@ function defaultConfig(): ConfigType { redisStreamReadBlockMs: 5000, jwtSecret: '', jwtCookieName: 'async-token', + jwtChannelIdKey: 'channel', socketResponseTimeoutMs: 60 * 1000, pingSocketsIntervalMs: 20 * 1000, gcChannelsIntervalMs: 120 * 1000, diff --git a/superset-websocket/src/index.ts b/superset-websocket/src/index.ts index ecb20a4458c09..782275e5ca53a 100644 --- a/superset-websocket/src/index.ts +++ b/superset-websocket/src/index.ts @@ -53,7 +53,7 @@ interface EventValue { result_url?: string; } interface JwtPayload { - channel: string; + [key: string]: string; } interface FetchRangeFromStreamParams { sessionId: string; @@ -253,14 +253,20 @@ export const processStreamResults = (results: StreamResult[]): void => { /** * Verify and parse a JWT cookie from an HTTP request. - * Returns the JWT payload or throws an error on invalid token. + * Returns the channelId from the JWT payload found in the cookie + * configured via 'jwtCookieName' in the config. */ -const getJwtPayload = (request: http.IncomingMessage): JwtPayload => { +const readChannelId = (request: http.IncomingMessage): string => { const cookies = cookie.parse(request.headers.cookie || ''); const token = cookies[opts.jwtCookieName]; if (!token) throw new Error('JWT not present'); - return jwt.verify(token, opts.jwtSecret) as JwtPayload; + const jwtPayload = jwt.verify(token, opts.jwtSecret) as JwtPayload; + const channelId = jwtPayload[opts.jwtChannelIdKey]; + + if (!channelId) throw new Error('Channel ID not present in JWT'); + + return channelId; }; /** @@ -286,8 +292,7 @@ export const incrementId = (id: string): string => { * WebSocket `connection` event handler, called via wss */ export const wsConnection = (ws: WebSocket, request: http.IncomingMessage) => { - const jwtPayload: JwtPayload = getJwtPayload(request); - const channel: string = jwtPayload.channel; + const channel: string = readChannelId(request); const socketInstance: SocketInstance = { ws, channel, pongTs: Date.now() }; // add this ws instance to the internal registry @@ -351,8 +356,7 @@ export const httpUpgrade = ( head: Buffer, ) => { try { - const jwtPayload: JwtPayload = getJwtPayload(request); - if (!jwtPayload.channel) throw new Error('Channel ID not present'); + readChannelId(request); } catch (err) { // JWT invalid, do not establish a WebSocket connection logger.error(err); diff --git a/superset/async_events/api.py b/superset/async_events/api.py index 0a6ceb9c5f4b1..376671cf364a7 100644 --- a/superset/async_events/api.py +++ b/superset/async_events/api.py @@ -88,9 +88,9 @@ def events(self) -> Response: $ref: '#/components/responses/500' """ try: - async_channel_id = async_query_manager.parse_jwt_from_request(request)[ - "channel" - ] + async_channel_id = async_query_manager.parse_channel_id_from_request( + request + ) last_event_id = request.args.get("last_id") events = async_query_manager.read_events(async_channel_id, last_event_id) diff --git a/superset/async_events/async_query_manager.py b/superset/async_events/async_query_manager.py index d67d9ca0817ec..94941541fb4f9 100644 --- a/superset/async_events/async_query_manager.py +++ b/superset/async_events/async_query_manager.py @@ -82,6 +82,9 @@ def __init__(self) -> None: self._jwt_cookie_domain: Optional[str] self._jwt_cookie_samesite: Optional[Literal["None", "Lax", "Strict"]] = None self._jwt_secret: str + self._load_chart_data_into_cache_job: Any = None + # pylint: disable=invalid-name + self._load_explore_json_into_cache_job: Any = None def init_app(self, app: Flask) -> None: config = app.config @@ -115,6 +118,19 @@ def init_app(self, app: Flask) -> None: self._jwt_cookie_domain = config["GLOBAL_ASYNC_QUERIES_JWT_COOKIE_DOMAIN"] self._jwt_secret = config["GLOBAL_ASYNC_QUERIES_JWT_SECRET"] + if config["GLOBAL_ASYNC_QUERIES_REGISTER_REQUEST_HANDLERS"]: + self.register_request_handlers(app) + + # pylint: disable=import-outside-toplevel + from superset.tasks.async_queries import ( + load_chart_data_into_cache, + load_explore_json_into_cache, + ) + + self._load_chart_data_into_cache_job = load_chart_data_into_cache + self._load_explore_json_into_cache_job = load_explore_json_into_cache + + def register_request_handlers(self, app: Flask) -> None: @app.after_request def validate_session(response: Response) -> Response: user_id = get_user_id() @@ -149,13 +165,13 @@ def validate_session(response: Response) -> Response: return response - def parse_jwt_from_request(self, req: Request) -> dict[str, Any]: + def parse_channel_id_from_request(self, req: Request) -> str: token = req.cookies.get(self._jwt_cookie_name) if not token: raise AsyncQueryTokenException("Token not preset") try: - return jwt.decode(token, self._jwt_secret, algorithms=["HS256"]) + return jwt.decode(token, self._jwt_secret, algorithms=["HS256"])["channel"] except Exception as ex: logger.warning("Parse jwt failed", exc_info=True) raise AsyncQueryTokenException("Failed to parse token") from ex @@ -166,6 +182,31 @@ def init_job(self, channel_id: str, user_id: Optional[int]) -> dict[str, Any]: channel_id, job_id, user_id, status=self.STATUS_PENDING ) + # pylint: disable=too-many-arguments + def submit_explore_json_job( + self, + channel_id: str, + form_data: dict[str, Any], + response_type: str, + force: Optional[bool] = False, + user_id: Optional[int] = None, + ) -> dict[str, Any]: + job_metadata = self.init_job(channel_id, user_id) + self._load_explore_json_into_cache_job.delay( + job_metadata, + form_data, + response_type, + force, + ) + return job_metadata + + def submit_chart_data_job( + self, channel_id: str, form_data: dict[str, Any], user_id: Optional[int] + ) -> dict[str, Any]: + job_metadata = self.init_job(channel_id, user_id) + self._load_chart_data_into_cache_job.delay(job_metadata, form_data) + return job_metadata + def read_events( self, channel: str, last_id: Optional[str] ) -> list[Optional[dict[str, Any]]]: diff --git a/superset/charts/data/commands/create_async_job_command.py b/superset/charts/data/commands/create_async_job_command.py index fb6e3f3dbff34..da126277ee7da 100644 --- a/superset/charts/data/commands/create_async_job_command.py +++ b/superset/charts/data/commands/create_async_job_command.py @@ -20,7 +20,6 @@ from flask import Request from superset.extensions import async_query_manager -from superset.tasks.async_queries import load_chart_data_into_cache logger = logging.getLogger(__name__) @@ -29,10 +28,11 @@ class CreateAsyncChartDataJobCommand: _async_channel_id: str def validate(self, request: Request) -> None: - jwt_data = async_query_manager.parse_jwt_from_request(request) - self._async_channel_id = jwt_data["channel"] + self._async_channel_id = async_query_manager.parse_channel_id_from_request( + request + ) def run(self, form_data: dict[str, Any], user_id: Optional[int]) -> dict[str, Any]: - job_metadata = async_query_manager.init_job(self._async_channel_id, user_id) - load_chart_data_into_cache.delay(job_metadata, form_data) - return job_metadata + return async_query_manager.submit_chart_data_job( + self._async_channel_id, form_data, user_id + ) diff --git a/superset/cli/lib.py b/superset/cli/lib.py index 9e14ab6aae025..68f6f0383188a 100755 --- a/superset/cli/lib.py +++ b/superset/cli/lib.py @@ -26,8 +26,8 @@ feature_flags.update(config.FEATURE_FLAGS) feature_flags_func = config.GET_FEATURE_FLAGS_FUNC if feature_flags_func: - # pylint: disable=not-callable try: + # pylint: disable=not-callable feature_flags = feature_flags_func(feature_flags) except Exception: # pylint: disable=broad-except # bypass any feature flags that depend on context diff --git a/superset/config.py b/superset/config.py index afe41fe5949ef..f2daaf5dea577 100644 --- a/superset/config.py +++ b/superset/config.py @@ -1524,6 +1524,7 @@ def EMAIL_HEADER_MUTATOR( # pylint: disable=invalid-name,unused-argument GLOBAL_ASYNC_QUERIES_REDIS_STREAM_PREFIX = "async-events-" GLOBAL_ASYNC_QUERIES_REDIS_STREAM_LIMIT = 1000 GLOBAL_ASYNC_QUERIES_REDIS_STREAM_LIMIT_FIREHOSE = 1000000 +GLOBAL_ASYNC_QUERIES_REGISTER_REQUEST_HANDLERS = True GLOBAL_ASYNC_QUERIES_JWT_COOKIE_NAME = "async-token" GLOBAL_ASYNC_QUERIES_JWT_COOKIE_SECURE = False GLOBAL_ASYNC_QUERIES_JWT_COOKIE_SAMESITE: None | ( diff --git a/superset/views/core.py b/superset/views/core.py index 268c6fe333d74..e67a255da2850 100755 --- a/superset/views/core.py +++ b/superset/views/core.py @@ -74,7 +74,6 @@ from superset.models.user_attributes import UserAttribute from superset.sqllab.utils import bootstrap_sqllab_data from superset.superset_typing import FlaskResponse -from superset.tasks.async_queries import load_explore_json_into_cache from superset.utils import core as utils from superset.utils.cache import etag_cache from superset.utils.core import ( @@ -320,14 +319,11 @@ def explore_json( # at which point they will call the /explore_json/data/ # endpoint to retrieve the results. try: - async_channel_id = async_query_manager.parse_jwt_from_request( - request - )["channel"] - job_metadata = async_query_manager.init_job( - async_channel_id, get_user_id() + async_channel_id = ( + async_query_manager.parse_channel_id_from_request(request) ) - load_explore_json_into_cache.delay( - job_metadata, form_data, response_type, force + job_metadata = async_query_manager.submit_explore_json_job( + async_channel_id, form_data, response_type, force, get_user_id() ) except AsyncQueryTokenException: return json_error_response("Not authorized", 401) diff --git a/tests/integration_tests/tasks/async_queries_tests.py b/tests/integration_tests/tasks/async_queries_tests.py index 50806ee677394..8e6e595757c4f 100644 --- a/tests/integration_tests/tasks/async_queries_tests.py +++ b/tests/integration_tests/tasks/async_queries_tests.py @@ -20,18 +20,11 @@ import pytest from celery.exceptions import SoftTimeLimitExceeded -from flask import g from superset.charts.commands.exceptions import ChartDataQueryFailedError from superset.charts.data.commands.get_data_command import ChartDataCommand from superset.exceptions import SupersetException from superset.extensions import async_query_manager, security_manager -from superset.tasks import async_queries -from superset.tasks.async_queries import ( - load_chart_data_into_cache, - load_explore_json_into_cache, -) -from superset.utils.core import get_user_id from tests.integration_tests.base_tests import SupersetTestCase from tests.integration_tests.fixtures.birth_names_dashboard import ( load_birth_names_dashboard_with_slices, @@ -43,10 +36,14 @@ class TestAsyncQueries(SupersetTestCase): - @pytest.mark.usefixtures("load_birth_names_dashboard_with_slices") + @pytest.mark.usefixtures( + "load_birth_names_data", "load_birth_names_dashboard_with_slices" + ) @mock.patch.object(async_query_manager, "update_job") - @mock.patch.object(async_queries, "set_form_data") + @mock.patch("superset.tasks.async_queries.set_form_data") def test_load_chart_data_into_cache(self, mock_set_form_data, mock_update_job): + from superset.tasks.async_queries import load_chart_data_into_cache + app._got_first_request = False async_query_manager.init_app(app) query_context = get_query_context("birth_names") @@ -70,6 +67,8 @@ def test_load_chart_data_into_cache(self, mock_set_form_data, mock_update_job): ) @mock.patch.object(async_query_manager, "update_job") def test_load_chart_data_into_cache_error(self, mock_update_job, mock_run_command): + from superset.tasks.async_queries import load_chart_data_into_cache + app._got_first_request = False async_query_manager.init_app(app) query_context = get_query_context("birth_names") @@ -93,6 +92,8 @@ def test_load_chart_data_into_cache_error(self, mock_update_job, mock_run_comman def test_soft_timeout_load_chart_data_into_cache( self, mock_update_job, mock_run_command ): + from superset.tasks.async_queries import load_chart_data_into_cache + app._got_first_request = False async_query_manager.init_app(app) user = security_manager.find_user("gamma") @@ -107,9 +108,8 @@ def test_soft_timeout_load_chart_data_into_cache( errors = ["A timeout occurred while loading chart data"] with pytest.raises(SoftTimeLimitExceeded): - with mock.patch.object( - async_queries, - "set_form_data", + with mock.patch( + "superset.tasks.async_queries.set_form_data" ) as set_form_data: set_form_data.side_effect = SoftTimeLimitExceeded() load_chart_data_into_cache(job_metadata, form_data) @@ -118,6 +118,8 @@ def test_soft_timeout_load_chart_data_into_cache( @pytest.mark.usefixtures("load_birth_names_dashboard_with_slices") @mock.patch.object(async_query_manager, "update_job") def test_load_explore_json_into_cache(self, mock_update_job): + from superset.tasks.async_queries import load_explore_json_into_cache + app._got_first_request = False async_query_manager.init_app(app) table = self.get_table(name="birth_names") @@ -146,10 +148,12 @@ def test_load_explore_json_into_cache(self, mock_update_job): ) @mock.patch.object(async_query_manager, "update_job") - @mock.patch.object(async_queries, "set_form_data") + @mock.patch("superset.tasks.async_queries.set_form_data") def test_load_explore_json_into_cache_error( self, mock_set_form_data, mock_update_job ): + from superset.tasks.async_queries import load_explore_json_into_cache + app._got_first_request = False async_query_manager.init_app(app) user = security_manager.find_user("gamma") @@ -174,6 +178,8 @@ def test_load_explore_json_into_cache_error( def test_soft_timeout_load_explore_json_into_cache( self, mock_update_job, mock_run_command ): + from superset.tasks.async_queries import load_explore_json_into_cache + app._got_first_request = False async_query_manager.init_app(app) user = security_manager.find_user("gamma") @@ -188,9 +194,8 @@ def test_soft_timeout_load_explore_json_into_cache( errors = ["A timeout occurred while loading explore json, error"] with pytest.raises(SoftTimeLimitExceeded): - with mock.patch.object( - async_queries, - "set_form_data", + with mock.patch( + "superset.tasks.async_queries.set_form_data" ) as set_form_data: set_form_data.side_effect = SoftTimeLimitExceeded() load_explore_json_into_cache(job_metadata, form_data) diff --git a/tests/unit_tests/async_events/__init__.py b/tests/unit_tests/async_events/__init__.py new file mode 100644 index 0000000000000..13a83393a9124 --- /dev/null +++ b/tests/unit_tests/async_events/__init__.py @@ -0,0 +1,16 @@ +# Licensed to the Apache Software Foundation (ASF) under one +# or more contributor license agreements. See the NOTICE file +# distributed with this work for additional information +# regarding copyright ownership. The ASF licenses this file +# to you under the Apache License, Version 2.0 (the +# "License"); you may not use this file except in compliance +# with the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, +# software distributed under the License is distributed on an +# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +# KIND, either express or implied. See the License for the +# specific language governing permissions and limitations +# under the License. diff --git a/tests/unit_tests/async_events/async_query_manager_tests.py b/tests/unit_tests/async_events/async_query_manager_tests.py new file mode 100644 index 0000000000000..b4ae06dfc3f6f --- /dev/null +++ b/tests/unit_tests/async_events/async_query_manager_tests.py @@ -0,0 +1,67 @@ +# Licensed to the Apache Software Foundation (ASF) under one +# or more contributor license agreements. See the NOTICE file +# distributed with this work for additional information +# regarding copyright ownership. The ASF licenses this file +# to you under the Apache License, Version 2.0 (the +# "License"); you may not use this file except in compliance +# with the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, +# software distributed under the License is distributed on an +# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +# KIND, either express or implied. See the License for the +# specific language governing permissions and limitations +# under the License. + +from unittest.mock import Mock + +from jwt import encode +from pytest import fixture, raises + +from superset.async_events.async_query_manager import ( + AsyncQueryManager, + AsyncQueryTokenException, +) + +JWT_TOKEN_SECRET = "some_secret" +JWT_TOKEN_COOKIE_NAME = "superset_async_jwt" + + +@fixture +def async_query_manager(): + query_manager = AsyncQueryManager() + query_manager._jwt_secret = JWT_TOKEN_SECRET + query_manager._jwt_cookie_name = JWT_TOKEN_COOKIE_NAME + + return query_manager + + +def test_parse_channel_id_from_request(async_query_manager): + encoded_token = encode( + {"channel": "test_channel_id"}, JWT_TOKEN_SECRET, algorithm="HS256" + ) + + request = Mock() + request.cookies = {"superset_async_jwt": encoded_token} + + assert ( + async_query_manager.parse_channel_id_from_request(request) == "test_channel_id" + ) + + +def test_parse_channel_id_from_request_no_cookie(async_query_manager): + request = Mock() + request.cookies = {} + + with raises(AsyncQueryTokenException): + async_query_manager.parse_channel_id_from_request(request) + + +def test_parse_channel_id_from_request_bad_jwt(async_query_manager): + request = Mock() + request.cookies = {"superset_async_jwt": "bad_jwt"} + + with raises(AsyncQueryTokenException): + async_query_manager.parse_channel_id_from_request(request) From c52c206d055b8fdea529aef99a42c550fa6a5512 Mon Sep 17 00:00:00 2001 From: Multazim Deshmukh <57723564+mdeshmu@users.noreply.github.com> Date: Tue, 3 Oct 2023 19:03:54 +0530 Subject: [PATCH 073/105] docs: add https & ldap instructions (#25477) Co-authored-by: Sam Firke --- docs/docs/installation/configuring-superset.mdx | 17 +++++++++++++++-- 1 file changed, 15 insertions(+), 2 deletions(-) diff --git a/docs/docs/installation/configuring-superset.mdx b/docs/docs/installation/configuring-superset.mdx index f1d3c96246fa8..3940ff4e5fea5 100644 --- a/docs/docs/installation/configuring-superset.mdx +++ b/docs/docs/installation/configuring-superset.mdx @@ -149,6 +149,11 @@ If you're not using Gunicorn, you may want to disable the use of `flask-compress Currently, Google BigQuery python sdk is not compatible with `gevent`, due to some dynamic monkeypatching on python core library by `gevent`. So, when you use `BigQuery` datasource on Superset, you have to use `gunicorn` worker type except `gevent`. +### HTTPS Configuration + +You can configure HTTPS upstream via a load balancer or a reverse proxy (such as nginx) and do SSL/TLS Offloading before traffic reaches the Superset application. In this setup, local traffic from a Celery worker taking a snapshot of a chart for Alerts & Reports can access Superset at a `http://` URL, from behind the ingress point. +You can also configure [SSL in Gunicorn](https://docs.gunicorn.org/en/stable/settings.html#ssl) (the Python webserver) if you are using an official Superset Docker image. + ### Configuration Behind a Load Balancer If you are running superset behind a load balancer or reverse proxy (e.g. NGINX or ELB on AWS), you @@ -169,8 +174,9 @@ RequestHeader set X-Forwarded-Proto "https" ### Custom OAuth2 Configuration -Beyond FAB supported providers (GitHub, Twitter, LinkedIn, Google, Azure, etc), its easy to connect -Superset with other OAuth2 Authorization Server implementations that support “code” authorization. +Superset is built on Flask-AppBuilder (FAB), which supports many providers out of the box +(GitHub, Twitter, LinkedIn, Google, Azure, etc). Beyond those, Superset can be configured to connect +with other OAuth2 Authorization Server implementations that support “code” authorization. Make sure the pip package [`Authlib`](https://authlib.org/) is installed on the webserver. @@ -265,6 +271,13 @@ CUSTOM_SECURITY_MANAGER = CustomSsoSecurityManager ] ``` +### LDAP Authentication + +FAB supports authenticating user credentials against an LDAP server. +To use LDAP you must install the [python-ldap](https://www.python-ldap.org/en/latest/installing.html) package. +See [FAB's LDAP documentation](https://flask-appbuilder.readthedocs.io/en/latest/security.html#authentication-ldap) +for details. + ### Flask app Configuration Hook `FLASK_APP_MUTATOR` is a configuration function that can be provided in your environment, receives From 789e6b76ae7a7d804e3da26bff42500622ad1cf5 Mon Sep 17 00:00:00 2001 From: Multazim Deshmukh <57723564+mdeshmu@users.noreply.github.com> Date: Tue, 3 Oct 2023 19:05:15 +0530 Subject: [PATCH 074/105] docs: add a FAQ about asset recovery from UI (#25482) Co-authored-by: Sam Firke --- docs/docs/frequently-asked-questions.mdx | 8 ++++++++ 1 file changed, 8 insertions(+) diff --git a/docs/docs/frequently-asked-questions.mdx b/docs/docs/frequently-asked-questions.mdx index 97bbc77b0feef..a289222b40a8e 100644 --- a/docs/docs/frequently-asked-questions.mdx +++ b/docs/docs/frequently-asked-questions.mdx @@ -270,3 +270,11 @@ This can be used, for example, to convert UTC time to local time. Superset uses [Scarf](https://about.scarf.sh/) by default to collect basic telemetry data upon installing and/or running Superset. This data helps the maintainers of Superset better understand which versions of Superset are being used, in order to prioritize patch/minor releases and security fixes. We use the [Scarf Gateway](https://docs.scarf.sh/gateway/) to sit in front of container registries, and the [scarf-js](https://about.scarf.sh/package-sdks) package to track `npm` installations. Scarf purges PII and provides aggregated statistics. Superset users can easily opt out of analytics in various ways documented [here](https://docs.scarf.sh/gateway/#do-not-track) and [here](https://docs.scarf.sh/package-analytics/#as-a-user-of-a-package-using-scarf-js-how-can-i-opt-out-of-analytics). Additional opt-out instructions for Docker users are available on the [Docker Installation](https://superset.apache.org/docs/installation/installing-superset-using-docker-compose) page. + +### Does Superset have an archive panel or trash bin from which a user can recover deleted assets? + +No. Currently, there is no way to recover a deleted Superset dashboard/chart/dataset/database from the UI. However, there is an [ongoing discussion](https://github.com/apache/superset/discussions/18386) about implementing such a feature. + +Hence, it is recommended to take periodic backups of the metadata database. For recovery, you can launch a recovery instance of a Superset server with the backed-up copy of the DB attached and use the Export Dashboard button in the Superset UI (or the `superset export-dashboards` CLI command). Then, take the .zip file and import it into the current Superset instance. + +Alternatively, you can programmatically take regular exports of the assets as a backup. From 23996b59a12e2671e4260731a51527199a613b46 Mon Sep 17 00:00:00 2001 From: Multazim Deshmukh <57723564+mdeshmu@users.noreply.github.com> Date: Tue, 3 Oct 2023 19:05:28 +0530 Subject: [PATCH 075/105] docs: update docker compose instructions (#25479) Co-authored-by: Sam Firke --- .../installing-superset-using-docker-compose.mdx | 13 +++++++++++-- 1 file changed, 11 insertions(+), 2 deletions(-) diff --git a/docs/docs/installation/installing-superset-using-docker-compose.mdx b/docs/docs/installation/installing-superset-using-docker-compose.mdx index e7c1cde63d0a7..2382e899875ce 100644 --- a/docs/docs/installation/installing-superset-using-docker-compose.mdx +++ b/docs/docs/installation/installing-superset-using-docker-compose.mdx @@ -75,7 +75,7 @@ docker-compose -f docker-compose-non-dev.yml up Alternatively, you can also run a specific version of Superset by first checking out the branch/tag, and then starting `docker-compose` with the `TAG` variable. -For example, to run the 3.0.0 version, run the following commands: +For example, to run the 3.0.0 version, run the following commands on Linux-based systems: ```bash git checkout 3.0.0 @@ -83,8 +83,17 @@ TAG=3.0.0 docker-compose -f docker-compose-non-dev.yml pull TAG=3.0.0 docker-compose -f docker-compose-non-dev.yml up ``` +If you are using Docker Desktop for Windows then run the following commands: + +```bash +git checkout 3.0.0 +set TAG=3.0.0 +docker-compose -f docker-compose-non-dev.yml pull +docker-compose -f docker-compose-non-dev.yml up +``` + :::tip -Note that some configuration is mandatory for production instances of Superset. In particular, Superset will not start without a user-specified value of `SECRET_KEY`. Please see [Configuring Superset](https://superset.apache.org/docs/installation/configuring-superset/). +Note that some configuration is mandatory for production instances of Superset. In particular, Superset will not start without a user-specified value of `SECRET_KEY` in a Superset config file or `SUPERSET_SECRET_KEY` as an [environment variable](https://github.com/apache/superset/blob/master/docker/.env-non-dev). Please see [Configuring Superset](https://superset.apache.org/docs/installation/configuring-superset/) for more details. ::: :::caution All of the content belonging to a Superset instance - charts, dashboards, users, etc. - is stored in its metadata database. In production, this database should be backed up. From 7a88ad3c02f34ee5b9940d85752e114667dfef33 Mon Sep 17 00:00:00 2001 From: Multazim Deshmukh <57723564+mdeshmu@users.noreply.github.com> Date: Tue, 3 Oct 2023 19:07:26 +0530 Subject: [PATCH 076/105] docs: define localhost for docker (#25480) Co-authored-by: Sam Firke --- docs/docs/databases/mysql.mdx | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/docs/docs/databases/mysql.mdx b/docs/docs/databases/mysql.mdx index 651721602f0d2..9a99372cb4b1a 100644 --- a/docs/docs/databases/mysql.mdx +++ b/docs/docs/databases/mysql.mdx @@ -17,7 +17,8 @@ mysql://{username}:{password}@{host}/{database} Host: -- For Localhost or Docker running Linux: `localhost` or `127.0.0.1` +- For Localhost: `localhost` or `127.0.0.1` +- Docker running on Linux: `172.18.0.1` - For On Prem: IP address or Host name - For Docker running in OSX: `docker.for.mac.host.internal` Port: `3306` by default From e3244e9056d65f7f829c6e007718697ac60b6d5d Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Tue, 3 Oct 2023 09:53:11 -0700 Subject: [PATCH 077/105] build(deps-dev): bump @types/node from 20.6.0 to 20.8.2 in /superset-websocket (#25498) Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- superset-websocket/package-lock.json | 14 +++++++------- superset-websocket/package.json | 2 +- 2 files changed, 8 insertions(+), 8 deletions(-) diff --git a/superset-websocket/package-lock.json b/superset-websocket/package-lock.json index a5e8633d69fba..a33c478483b25 100644 --- a/superset-websocket/package-lock.json +++ b/superset-websocket/package-lock.json @@ -22,7 +22,7 @@ "@types/ioredis": "^4.27.8", "@types/jest": "^27.0.2", "@types/jsonwebtoken": "^9.0.3", - "@types/node": "^20.6.0", + "@types/node": "^20.8.2", "@types/uuid": "^9.0.4", "@types/ws": "^8.5.5", "@typescript-eslint/eslint-plugin": "^5.61.0", @@ -1327,9 +1327,9 @@ } }, "node_modules/@types/node": { - "version": "20.6.0", - "resolved": "https://registry.npmjs.org/@types/node/-/node-20.6.0.tgz", - "integrity": "sha512-najjVq5KN2vsH2U/xyh2opaSEz6cZMR2SetLIlxlj08nOcmPOemJmUK2o4kUzfLqfrWE0PIrNeE16XhYDd3nqg==", + "version": "20.8.2", + "resolved": "https://registry.npmjs.org/@types/node/-/node-20.8.2.tgz", + "integrity": "sha512-Vvycsc9FQdwhxE3y3DzeIxuEJbWGDsnrxvMADzTDF/lcdR9/K+AQIeAghTQsHtotg/q0j3WEOYS/jQgSdWue3w==", "dev": true }, "node_modules/@types/prettier": { @@ -7074,9 +7074,9 @@ } }, "@types/node": { - "version": "20.6.0", - "resolved": "https://registry.npmjs.org/@types/node/-/node-20.6.0.tgz", - "integrity": "sha512-najjVq5KN2vsH2U/xyh2opaSEz6cZMR2SetLIlxlj08nOcmPOemJmUK2o4kUzfLqfrWE0PIrNeE16XhYDd3nqg==", + "version": "20.8.2", + "resolved": "https://registry.npmjs.org/@types/node/-/node-20.8.2.tgz", + "integrity": "sha512-Vvycsc9FQdwhxE3y3DzeIxuEJbWGDsnrxvMADzTDF/lcdR9/K+AQIeAghTQsHtotg/q0j3WEOYS/jQgSdWue3w==", "dev": true }, "@types/prettier": { diff --git a/superset-websocket/package.json b/superset-websocket/package.json index 31782f6f693ee..e43bc9a0af258 100644 --- a/superset-websocket/package.json +++ b/superset-websocket/package.json @@ -29,7 +29,7 @@ "@types/ioredis": "^4.27.8", "@types/jest": "^27.0.2", "@types/jsonwebtoken": "^9.0.3", - "@types/node": "^20.6.0", + "@types/node": "^20.8.2", "@types/uuid": "^9.0.4", "@types/ws": "^8.5.5", "@typescript-eslint/eslint-plugin": "^5.61.0", From dbe0838f8f446b94568644bdf68b86f75a87baf1 Mon Sep 17 00:00:00 2001 From: mapledan Date: Wed, 4 Oct 2023 02:15:01 +0800 Subject: [PATCH 078/105] fix: Unable to sync columns when database or dataset name contains `+` (#25390) --- .../src/components/Datasource/DatasourceEditor.jsx | 6 ++---- .../src/components/Datasource/DatasourceEditor.test.jsx | 2 +- 2 files changed, 3 insertions(+), 5 deletions(-) diff --git a/superset-frontend/src/components/Datasource/DatasourceEditor.jsx b/superset-frontend/src/components/Datasource/DatasourceEditor.jsx index b695a634aa7a1..326b8e606faab 100644 --- a/superset-frontend/src/components/Datasource/DatasourceEditor.jsx +++ b/superset-frontend/src/components/Datasource/DatasourceEditor.jsx @@ -762,9 +762,7 @@ class DatasourceEditor extends React.PureComponent { database_name: datasource.database.database_name || datasource.database.name, schema_name: datasource.schema, - table_name: datasource.table_name - ? encodeURIComponent(datasource.table_name) - : datasource.table_name, + table_name: datasource.table_name, normalize_columns: datasource.normalize_columns, always_filter_main_dttm: datasource.always_filter_main_dttm, }; @@ -774,7 +772,7 @@ class DatasourceEditor extends React.PureComponent { params[key] = null; } }); - const endpoint = `/datasource/external_metadata_by_name/?q=${rison.encode( + const endpoint = `/datasource/external_metadata_by_name/?q=${rison.encode_uri( params, )}`; this.setState({ metadataLoading: true }); diff --git a/superset-frontend/src/components/Datasource/DatasourceEditor.test.jsx b/superset-frontend/src/components/Datasource/DatasourceEditor.test.jsx index ae35ebc139c54..9100eb6c86b2d 100644 --- a/superset-frontend/src/components/Datasource/DatasourceEditor.test.jsx +++ b/superset-frontend/src/components/Datasource/DatasourceEditor.test.jsx @@ -75,7 +75,7 @@ describe('DatasourceEditor', () => { setTimeout(() => { expect(fetchMock.calls(DATASOURCE_ENDPOINT)).toHaveLength(1); expect(fetchMock.calls(DATASOURCE_ENDPOINT)[0][0]).toContain( - 'Vehicle%20Sales%20%2B%27', + 'Vehicle+Sales%20%2B', ); fetchMock.reset(); done(); From 3e63c82eccb3134b211c8341dbea6fecdce34c15 Mon Sep 17 00:00:00 2001 From: Beto Dealmeida Date: Tue, 3 Oct 2023 11:35:28 -0700 Subject: [PATCH 079/105] feat: generic marshmallow error component (#25303) --- .../Datasource/DatasourceModal.test.jsx | 2 +- .../components/Datasource/DatasourceModal.tsx | 19 ++- .../MarshmallowErrorMessage.test.tsx | 86 ++++++++++++++ .../ErrorMessage/MarshmallowErrorMessage.tsx | 109 ++++++++++++++++++ .../src/components/ErrorMessage/types.ts | 12 +- .../src/components/FilterableTable/index.tsx | 31 +---- .../src/hooks/useJsonTreeTheme.ts | 41 +++++++ .../src/setup/setupErrorMessages.ts | 5 + superset/datasets/api.py | 1 - superset/datasets/schemas.py | 12 ++ superset/errors.py | 3 + superset/exceptions.py | 17 +++ tests/unit_tests/datasets/api_tests.py | 73 ++++++++++++ 13 files changed, 376 insertions(+), 35 deletions(-) create mode 100644 superset-frontend/src/components/ErrorMessage/MarshmallowErrorMessage.test.tsx create mode 100644 superset-frontend/src/components/ErrorMessage/MarshmallowErrorMessage.tsx create mode 100644 superset-frontend/src/hooks/useJsonTreeTheme.ts create mode 100644 tests/unit_tests/datasets/api_tests.py diff --git a/superset-frontend/src/components/Datasource/DatasourceModal.test.jsx b/superset-frontend/src/components/Datasource/DatasourceModal.test.jsx index 5bcb705b683d4..24536cac003de 100644 --- a/superset-frontend/src/components/Datasource/DatasourceModal.test.jsx +++ b/superset-frontend/src/components/Datasource/DatasourceModal.test.jsx @@ -96,7 +96,7 @@ describe('DatasourceModal', () => { it('saves on confirm', async () => { const callsP = fetchMock.post(SAVE_ENDPOINT, SAVE_PAYLOAD); fetchMock.put(SAVE_DATASOURCE_ENDPOINT, {}); - fetchMock.get(GET_DATASOURCE_ENDPOINT, {}); + fetchMock.get(GET_DATASOURCE_ENDPOINT, { result: {} }); act(() => { wrapper .find('button[data-test="datasource-modal-save"]') diff --git a/superset-frontend/src/components/Datasource/DatasourceModal.tsx b/superset-frontend/src/components/Datasource/DatasourceModal.tsx index d4239136a7d1d..fed45b43f2e42 100644 --- a/superset-frontend/src/components/Datasource/DatasourceModal.tsx +++ b/superset-frontend/src/components/Datasource/DatasourceModal.tsx @@ -31,7 +31,11 @@ import { import Modal from 'src/components/Modal'; import AsyncEsmComponent from 'src/components/AsyncEsmComponent'; -import { getClientErrorObject } from 'src/utils/getClientErrorObject'; +import { + genericSupersetError, + SupersetError, +} from 'src/components/ErrorMessage/types'; +import ErrorMessageWithStackTrace from 'src/components/ErrorMessage/ErrorMessageWithStackTrace'; import withToasts from 'src/components/MessageToasts/withToasts'; import { useSelector } from 'react-redux'; @@ -203,11 +207,18 @@ const DatasourceModal: FunctionComponent = ({ }) .catch(response => { setIsSaving(false); - getClientErrorObject(response).then(({ error }) => { + response.json().then((errorJson: { errors: SupersetError[] }) => { modal.error({ - title: t('Error'), - content: error || t('An error has occurred'), + title: t('Error saving dataset'), okButtonProps: { danger: true, className: 'btn-danger' }, + content: ( + + ), }); }); }); diff --git a/superset-frontend/src/components/ErrorMessage/MarshmallowErrorMessage.test.tsx b/superset-frontend/src/components/ErrorMessage/MarshmallowErrorMessage.test.tsx new file mode 100644 index 0000000000000..5fd6ee7bfbd44 --- /dev/null +++ b/superset-frontend/src/components/ErrorMessage/MarshmallowErrorMessage.test.tsx @@ -0,0 +1,86 @@ +/** + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, + * software distributed under the License is distributed on an + * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY + * KIND, either express or implied. See the License for the + * specific language governing permissions and limitations + * under the License. + */ + +import React from 'react'; +import { render, screen, fireEvent } from '@testing-library/react'; +import '@testing-library/jest-dom/extend-expect'; +import { ThemeProvider, supersetTheme } from '@superset-ui/core'; +import { ErrorLevel, ErrorTypeEnum } from 'src/components/ErrorMessage/types'; +import MarshmallowErrorMessage from './MarshmallowErrorMessage'; + +describe('MarshmallowErrorMessage', () => { + const mockError = { + extra: { + messages: { + name: ["can't be blank"], + age: { + inner: ['is too low'], + }, + }, + payload: { + name: '', + age: { + inner: 10, + }, + }, + issue_codes: [], + }, + message: 'Validation failed', + error_type: ErrorTypeEnum.MARSHMALLOW_ERROR, + level: 'error' as ErrorLevel, + }; + + test('renders without crashing', () => { + render( + + + , + ); + expect(screen.getByText('Validation failed')).toBeInTheDocument(); + }); + + test('renders the provided subtitle', () => { + render( + + + , + ); + expect(screen.getByText('Error Alert')).toBeInTheDocument(); + }); + + test('renders extracted invalid values', () => { + render( + + + , + ); + expect(screen.getByText("can't be blank:")).toBeInTheDocument(); + expect(screen.getByText('is too low: 10')).toBeInTheDocument(); + }); + + test('renders the JSONTree when details are expanded', () => { + render( + + + , + ); + fireEvent.click(screen.getByText('Details')); + expect(screen.getByText('"can\'t be blank"')).toBeInTheDocument(); + }); +}); diff --git a/superset-frontend/src/components/ErrorMessage/MarshmallowErrorMessage.tsx b/superset-frontend/src/components/ErrorMessage/MarshmallowErrorMessage.tsx new file mode 100644 index 0000000000000..854de2ee3904a --- /dev/null +++ b/superset-frontend/src/components/ErrorMessage/MarshmallowErrorMessage.tsx @@ -0,0 +1,109 @@ +/** + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, + * software distributed under the License is distributed on an + * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY + * KIND, either express or implied. See the License for the + * specific language governing permissions and limitations + * under the License. + */ +import React from 'react'; +import { JSONTree } from 'react-json-tree'; +import { css, styled, SupersetTheme, t } from '@superset-ui/core'; + +import { useJsonTreeTheme } from 'src/hooks/useJsonTreeTheme'; +import Collapse from 'src/components/Collapse'; +import { ErrorMessageComponentProps } from './types'; + +interface MarshmallowErrorExtra { + messages: object; + payload: object; + issue_codes: { + code: number; + message: string; + }[]; +} + +const StyledUl = styled.ul` + padding-left: ${({ theme }) => theme.gridUnit * 5}px; + padding-top: ${({ theme }) => theme.gridUnit * 4}px; +`; + +const collapseStyle = (theme: SupersetTheme) => css` + .ant-collapse-arrow { + left: 0px !important; + } + .ant-collapse-header { + padding-left: ${theme.gridUnit * 4}px !important; + } + .ant-collapse-content-box { + padding: 0px !important; + } +`; + +const extractInvalidValues = (messages: object, payload: object): string[] => { + const invalidValues: string[] = []; + + const recursiveExtract = (messages: object, payload: object) => { + Object.keys(messages).forEach(key => { + const value = payload[key]; + const message = messages[key]; + + if (Array.isArray(message)) { + message.forEach(errorMessage => { + invalidValues.push(`${errorMessage}: ${value}`); + }); + } else { + recursiveExtract(message, value); + } + }); + }; + recursiveExtract(messages, payload); + return invalidValues; +}; + +export default function MarshmallowErrorMessage({ + error, + // eslint-disable-next-line @typescript-eslint/no-unused-vars + source = 'crud', + subtitle, +}: ErrorMessageComponentProps) { + const jsonTreeTheme = useJsonTreeTheme(); + const { extra, message } = error; + + return ( +
+ {subtitle &&

{subtitle}

} + + {message} + + + {extractInvalidValues(extra.messages, extra.payload).map( + (value, index) => ( +
  • {value}
    • + ), + )} +     + + + + true} + hideRoot + theme={jsonTreeTheme} + /> + + +
    + ); +} diff --git a/superset-frontend/src/components/ErrorMessage/types.ts b/superset-frontend/src/components/ErrorMessage/types.ts index d3fe5bfdf7aff..c32435d7f4fbe 100644 --- a/superset-frontend/src/components/ErrorMessage/types.ts +++ b/superset-frontend/src/components/ErrorMessage/types.ts @@ -79,6 +79,7 @@ export const ErrorTypeEnum = { // API errors INVALID_PAYLOAD_FORMAT_ERROR: 'INVALID_PAYLOAD_FORMAT_ERROR', INVALID_PAYLOAD_SCHEMA_ERROR: 'INVALID_PAYLOAD_SCHEMA_ERROR', + MARSHMALLOW_ERROR: 'MARSHMALLOW_ERROR', } as const; type ValueOf = T[keyof T]; @@ -88,7 +89,7 @@ export type ErrorType = ValueOf; // Keep in sync with superset/views/errors.py export type ErrorLevel = 'info' | 'warning' | 'error'; -export type ErrorSource = 'dashboard' | 'explore' | 'sqllab'; +export type ErrorSource = 'dashboard' | 'explore' | 'sqllab' | 'crud'; export type SupersetError | null> = { error_type: ErrorType; @@ -106,3 +107,12 @@ export type ErrorMessageComponentProps | null> = export type ErrorMessageComponent = React.ComponentType; + +/* Generic error to be returned when the backend returns an error response that is not + * SIP-41 compliant. */ +export const genericSupersetError = (extra: object) => ({ + error_type: ErrorTypeEnum.GENERIC_BACKEND_ERROR, + extra, + level: 'error' as ErrorLevel, + message: 'An error occurred', +}); diff --git a/superset-frontend/src/components/FilterableTable/index.tsx b/superset-frontend/src/components/FilterableTable/index.tsx index 91fc1f4477f2c..b27bc330102ec 100644 --- a/superset-frontend/src/components/FilterableTable/index.tsx +++ b/superset-frontend/src/components/FilterableTable/index.tsx @@ -24,9 +24,9 @@ import { t, safeHtmlSpan, styled, - useTheme, } from '@superset-ui/core'; import { useDebounceValue } from 'src/hooks/useDebounceValue'; +import { useJsonTreeTheme } from 'src/hooks/useJsonTreeTheme'; import Button from '../Button'; import CopyToClipboard from '../CopyToClipboard'; import ModalTrigger from '../ModalTrigger'; @@ -183,32 +183,7 @@ const FilterableTable = ({ return complexColumns[columnKey] ? truncated : content; }; - const theme = useTheme(); - const [jsonTreeTheme, setJsonTreeTheme] = useState>(); - - const getJsonTreeTheme = () => { - if (!jsonTreeTheme) { - setJsonTreeTheme({ - base00: theme.colors.grayscale.dark2, - base01: theme.colors.grayscale.dark1, - base02: theme.colors.grayscale.base, - base03: theme.colors.grayscale.light1, - base04: theme.colors.grayscale.light2, - base05: theme.colors.grayscale.light3, - base06: theme.colors.grayscale.light4, - base07: theme.colors.grayscale.light5, - base08: theme.colors.error.base, - base09: theme.colors.error.light1, - base0A: theme.colors.error.light2, - base0B: theme.colors.success.base, - base0C: theme.colors.primary.light1, - base0D: theme.colors.primary.base, - base0E: theme.colors.primary.dark1, - base0F: theme.colors.error.dark1, - }); - } - return jsonTreeTheme; - }; + const jsonTreeTheme = useJsonTreeTheme(); const getWidthsForColumns = () => { const PADDING = 50; // accounts for cell padding and width of sorting icon @@ -293,7 +268,7 @@ const FilterableTable = ({ modalBody={ } diff --git a/superset-frontend/src/hooks/useJsonTreeTheme.ts b/superset-frontend/src/hooks/useJsonTreeTheme.ts new file mode 100644 index 0000000000000..a052e22a63910 --- /dev/null +++ b/superset-frontend/src/hooks/useJsonTreeTheme.ts @@ -0,0 +1,41 @@ +/** + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, + * software distributed under the License is distributed on an + * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY + * KIND, either express or implied. See the License for the + * specific language governing permissions and limitations + * under the License. + */ +import { useTheme } from '@superset-ui/core'; + +export const useJsonTreeTheme = () => { + const theme = useTheme(); + return { + base00: theme.colors.grayscale.dark2, + base01: theme.colors.grayscale.dark1, + base02: theme.colors.grayscale.base, + base03: theme.colors.grayscale.light1, + base04: theme.colors.grayscale.light2, + base05: theme.colors.grayscale.light3, + base06: theme.colors.grayscale.light4, + base07: theme.colors.grayscale.light5, + base08: theme.colors.error.base, + base09: theme.colors.error.light1, + base0A: theme.colors.error.light2, + base0B: theme.colors.success.base, + base0C: theme.colors.primary.light1, + base0D: theme.colors.primary.base, + base0E: theme.colors.primary.dark1, + base0F: theme.colors.error.dark1, + }; +}; diff --git a/superset-frontend/src/setup/setupErrorMessages.ts b/superset-frontend/src/setup/setupErrorMessages.ts index bebb22b20c13e..59842f190adae 100644 --- a/superset-frontend/src/setup/setupErrorMessages.ts +++ b/superset-frontend/src/setup/setupErrorMessages.ts @@ -20,6 +20,7 @@ import getErrorMessageComponentRegistry from 'src/components/ErrorMessage/getErr import { ErrorTypeEnum } from 'src/components/ErrorMessage/types'; import TimeoutErrorMessage from 'src/components/ErrorMessage/TimeoutErrorMessage'; import DatabaseErrorMessage from 'src/components/ErrorMessage/DatabaseErrorMessage'; +import MarshmallowErrorMessage from 'src/components/ErrorMessage/MarshmallowErrorMessage'; import ParameterErrorMessage from 'src/components/ErrorMessage/ParameterErrorMessage'; import DatasetNotFoundErrorMessage from 'src/components/ErrorMessage/DatasetNotFoundErrorMessage'; @@ -144,5 +145,9 @@ export default function setupErrorMessages() { ErrorTypeEnum.FAILED_FETCHING_DATASOURCE_INFO_ERROR, DatasetNotFoundErrorMessage, ); + errorMessageComponentRegistry.registerValue( + ErrorTypeEnum.MARSHMALLOW_ERROR, + MarshmallowErrorMessage, + ); setupErrorMessagesExtra(); } diff --git a/superset/datasets/api.py b/superset/datasets/api.py index 5c722cc0df963..e1d7e5a09eb51 100644 --- a/superset/datasets/api.py +++ b/superset/datasets/api.py @@ -332,7 +332,6 @@ def post(self) -> Response: @expose("/", methods=("PUT",)) @protect() - @safe @statsd_metrics @event_logger.log_this_with_context( action=lambda self, *args, **kwargs: f"{self.__class__.__name__}.put", diff --git a/superset/datasets/schemas.py b/superset/datasets/schemas.py index 0b137e96a7da9..84f0453fb4f46 100644 --- a/superset/datasets/schemas.py +++ b/superset/datasets/schemas.py @@ -24,6 +24,7 @@ from marshmallow_sqlalchemy import SQLAlchemyAutoSchema from superset.datasets.models import Dataset +from superset.exceptions import SupersetMarshmallowValidationError get_delete_ids_schema = {"type": "array", "items": {"type": "integer"}} get_export_ids_schema = {"type": "array", "items": {"type": "integer"}} @@ -125,6 +126,17 @@ class DatasetPutSchema(Schema): is_managed_externally = fields.Boolean(allow_none=True, dump_default=False) external_url = fields.String(allow_none=True) + def handle_error( + self, + error: ValidationError, + data: dict[str, Any], + **kwargs: Any, + ) -> None: + """ + Return SIP-40 error. + """ + raise SupersetMarshmallowValidationError(error, data) + class DatasetDuplicateSchema(Schema): base_model_id = fields.Integer(required=True) diff --git a/superset/errors.py b/superset/errors.py index a480ea3d28857..87cdf77b9944b 100644 --- a/superset/errors.py +++ b/superset/errors.py @@ -90,6 +90,7 @@ class SupersetErrorType(StrEnum): # API errors INVALID_PAYLOAD_FORMAT_ERROR = "INVALID_PAYLOAD_FORMAT_ERROR" INVALID_PAYLOAD_SCHEMA_ERROR = "INVALID_PAYLOAD_SCHEMA_ERROR" + MARSHMALLOW_ERROR = "MARSHMALLOW_ERROR" # Report errors REPORT_NOTIFICATION_ERROR = "REPORT_NOTIFICATION_ERROR" @@ -144,6 +145,7 @@ class SupersetErrorType(StrEnum): 1035: _("Failed to start remote query on a worker."), 1036: _("The database was deleted."), 1037: _("Custom SQL fields cannot contain sub-queries."), + 1040: _("The submitted payload failed validation."), } @@ -181,6 +183,7 @@ class SupersetErrorType(StrEnum): SupersetErrorType.ASYNC_WORKERS_ERROR: [1035], SupersetErrorType.DATABASE_NOT_FOUND_ERROR: [1011, 1036], SupersetErrorType.CONNECTION_DATABASE_TIMEOUT: [1001, 1009], + SupersetErrorType.MARSHMALLOW_ERROR: [1040], } diff --git a/superset/exceptions.py b/superset/exceptions.py index 5f1df73c86882..3642a9279ec23 100644 --- a/superset/exceptions.py +++ b/superset/exceptions.py @@ -278,3 +278,20 @@ class QueryNotFoundException(SupersetException): class ColumnNotFoundException(SupersetException): status = 404 + + +class SupersetMarshmallowValidationError(SupersetErrorException): + """ + Exception to be raised for Marshmallow validation errors. + """ + + status = 422 + + def __init__(self, exc: ValidationError, payload: dict[str, Any]): + error = SupersetError( + message=_("The schema of the submitted payload is invalid."), + error_type=SupersetErrorType.MARSHMALLOW_ERROR, + level=ErrorLevel.ERROR, + extra={"messages": exc.messages, "payload": payload}, + ) + super().__init__(error) diff --git a/tests/unit_tests/datasets/api_tests.py b/tests/unit_tests/datasets/api_tests.py new file mode 100644 index 0000000000000..de93720fa60d0 --- /dev/null +++ b/tests/unit_tests/datasets/api_tests.py @@ -0,0 +1,73 @@ +# Licensed to the Apache Software Foundation (ASF) under one +# or more contributor license agreements. See the NOTICE file +# distributed with this work for additional information +# regarding copyright ownership. The ASF licenses this file +# to you under the Apache License, Version 2.0 (the +# "License"); you may not use this file except in compliance +# with the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, +# software distributed under the License is distributed on an +# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +# KIND, either express or implied. See the License for the +# specific language governing permissions and limitations +# under the License. + +from typing import Any + +from sqlalchemy.orm.session import Session + + +def test_put_invalid_dataset( + session: Session, + client: Any, + full_api_access: None, +) -> None: + """ + Test invalid payloads. + """ + from superset.connectors.sqla.models import SqlaTable + from superset.models.core import Database + + SqlaTable.metadata.create_all(session.get_bind()) + + database = Database( + database_name="my_db", + sqlalchemy_uri="sqlite://", + ) + dataset = SqlaTable( + table_name="test_put_invalid_dataset", + database=database, + ) + session.add(dataset) + session.flush() + + response = client.put( + "/api/v1/dataset/1", + json={"invalid": "payload"}, + ) + assert response.status_code == 422 + assert response.json == { + "errors": [ + { + "message": "The schema of the submitted payload is invalid.", + "error_type": "MARSHMALLOW_ERROR", + "level": "error", + "extra": { + "messages": {"invalid": ["Unknown field."]}, + "payload": {"invalid": "payload"}, + "issue_codes": [ + { + "code": 1040, + "message": ( + "Issue 1040 - The submitted payload " + "failed validation." + ), + } + ], + }, + } + ] + } From 53013395d7755eefafc8911cdbb129b8db1d20cf Mon Sep 17 00:00:00 2001 From: "Hugh A. Miles II" Date: Tue, 3 Oct 2023 20:41:01 -0400 Subject: [PATCH 080/105] fix: Tags Polish II (#25496) --- .../src/features/tags/BulkTagModal.tsx | 19 ++++++---- .../src/features/tags/TagModal.tsx | 36 +++++++++++-------- .../src/pages/AllEntities/index.tsx | 17 ++++++--- 3 files changed, 47 insertions(+), 25 deletions(-) diff --git a/superset-frontend/src/features/tags/BulkTagModal.tsx b/superset-frontend/src/features/tags/BulkTagModal.tsx index 3fff056f41329..9854cf3d2a118 100644 --- a/superset-frontend/src/features/tags/BulkTagModal.tsx +++ b/superset-frontend/src/features/tags/BulkTagModal.tsx @@ -17,7 +17,7 @@ * under the License. */ import React, { useState, useEffect } from 'react'; -import { t, SupersetClient } from '@superset-ui/core'; +import { t, styled, SupersetClient } from '@superset-ui/core'; import { FormLabel } from 'src/components/Form'; import Modal from 'src/components/Modal'; import AsyncSelect from 'src/components/Select/AsyncSelect'; @@ -25,6 +25,12 @@ import Button from 'src/components/Button'; import { loadTags } from 'src/components/Tags/utils'; import { TaggableResourceOption } from 'src/features/tags/TagModal'; +const BulkTagModalContainer = styled.div` + .bulk-tag-text { + margin-bottom: ${({ theme }) => theme.gridUnit * 2.5}px; + } +`; + interface BulkTagModalProps { onHide: () => void; refreshData: () => void; @@ -61,7 +67,7 @@ const BulkTagModal: React.FC = ({ }, }) .then(({ json = {} }) => { - addSuccessToast(t('Tagged %s items', selected.length)); + addSuccessToast(t('Tagged %s %ss', selected.length, resourceName)); }) .catch(err => { addDangerToast(t('Failed to tag items')); @@ -99,9 +105,10 @@ const BulkTagModal: React.FC = ({
    } > - <> - <>{t('You are adding tags to the %s entities', selected.length)} -
    + +
    + {t('You are adding tags to %s %ss', selected.length, resourceName)} +
    {t('tags')} = ({ placeholder={t('Select Tags')} mode="multiple" /> - +     ); }; diff --git a/superset-frontend/src/features/tags/TagModal.tsx b/superset-frontend/src/features/tags/TagModal.tsx index 90d6391e8b554..fde448d4b48fd 100644 --- a/superset-frontend/src/features/tags/TagModal.tsx +++ b/superset-frontend/src/features/tags/TagModal.tsx @@ -30,7 +30,10 @@ import { fetchObjects } from 'src/features/tags/tags'; const StyledModalBody = styled.div` .ant-select-dropdown { - max-height: ${({ theme }) => theme.gridUnit * 25}px; + max-height: ${({ theme }) => theme.gridUnit * 40}px; + } + .tag-input { + margin-bottom: ${({ theme }) => theme.gridUnit * 3}px; } `; @@ -272,21 +275,24 @@ const TagModal: React.FC = ({