From e1f142ff725426555e06b4a65d8e61477c3dae41 Mon Sep 17 00:00:00 2001 From: Anton Wolter Date: Fri, 15 Nov 2024 15:20:32 +0100 Subject: [PATCH] imiplement more view modes for performance optimization but so far it is still not very fast --- package-lock.json | 5274 ++++++++++++++++- package.json | 8 + .../ClusterChartPreferencesPopover.tsx | 3 +- src/components/MultiAggregatedLineChart.tsx | 279 +- src/components/charts/ChartProps.ts | 10 + src/components/charts/PlotlyChart.tsx | 48 + src/components/charts/VegaLiteChart.tsx | 154 + src/lib/ChartPresentationSettings.ts | 41 + src/lib/clusteringB.ts | 40 +- src/lib/wrapping.ts | 1 - src/store/useViewSettingsStore.ts | 48 +- yarn.lock | 3802 +++++++++++- 12 files changed, 8933 insertions(+), 775 deletions(-) create mode 100644 src/components/charts/ChartProps.ts create mode 100644 src/components/charts/PlotlyChart.tsx create mode 100644 src/components/charts/VegaLiteChart.tsx create mode 100644 src/lib/ChartPresentationSettings.ts diff 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"https://registry.npmjs.org/whatwg-url/-/whatwg-url-5.0.0.tgz", @@ -9679,6 +14509,15 @@ "integrity": "sha512-VOPBFCm9b6FyYKQYfn9AVn2dQvdR/YOVFV6IBRA1TBMJWKffvhEX1af6FMGrttILs2Q9ikCRhLqkbY2weW6dOQ==", "license": "MIT" }, + "node_modules/world-calendars": { + "version": "1.0.3", + "resolved": "https://registry.npmjs.org/world-calendars/-/world-calendars-1.0.3.tgz", + "integrity": "sha512-sAjLZkBnsbHkHWVhrsCU5Sa/EVuf9QqgvrN8zyJ2L/F9FR9Oc6CvVK0674+PGAtmmmYQMH98tCUSO4QLQv3/TQ==", + "license": "MIT", + "dependencies": { + "object-assign": "^4.1.0" + } + }, "node_modules/wrap-ansi": { "version": "7.0.0", "resolved": "https://registry.npmjs.org/wrap-ansi/-/wrap-ansi-7.0.0.tgz", @@ -9718,7 +14557,6 @@ "version": "1.0.2", "resolved": "https://registry.npmjs.org/wrappy/-/wrappy-1.0.2.tgz", "integrity": "sha512-l4Sp/DRseor9wL6EvV2+TuQn63dMkPjZ/sp9XkghTEbV9KlPS1xUsZ3u7/IQO4wxtcFB4bgpQPRcR3QCvezPcQ==", - "dev": true, "license": "ISC" }, "node_modules/xml-utils": { @@ -9727,6 +14565,39 @@ 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"sha512-LKYU1iAXJXUgAXn9URjiu+MWhyUXHsvfp7mcuYm9dSUKK0/CjtrUwFAxD82/mCWbtLsGjFIad0wIsod4zrTAEQ==", + "license": "MIT", + "engines": { + "node": ">=0.4" + } + }, "node_modules/y18n": { "version": "5.0.8", "resolved": "https://registry.npmjs.org/y18n/-/y18n-5.0.8.tgz", @@ -9803,6 +14674,13 @@ "url": "https://github.com/sponsors/colinhacks" } }, + "node_modules/zstd-codec": { + "version": "0.1.5", + "resolved": "https://registry.npmjs.org/zstd-codec/-/zstd-codec-0.1.5.tgz", + "integrity": "sha512-v3fyjpK8S/dpY/X5WxqTK3IoCnp/ZOLxn144GZVlNUjtwAchzrVo03h+oMATFhCIiJ5KTr4V3vDQQYz4RU684g==", + "license": "MIT", + "optional": true + }, "node_modules/zstddec": { "version": "0.1.0", "resolved": "https://registry.npmjs.org/zstddec/-/zstddec-0.1.0.tgz", diff --git a/package.json b/package.json index e83421c..2436d86 100644 --- a/package.json +++ b/package.json @@ -12,6 +12,9 @@ "dependencies": { "@babylonjs/loaders": "^7.30.0", "@babylonjs/serializers": "^7.30.0", + "@deck.gl/core": "^9.0.35", + "@deck.gl/layers": "^9.0.35", + "@deck.gl/react": "^9.0.35", "@hookform/resolvers": "^3.9.0", "@jpmorganchase/anu": "^0.1.4", "@radix-ui/react-checkbox": "^1.1.2", @@ -28,11 +31,14 @@ "clsx": "^2.1.1", "comlink": "^4.4.2", "d3": "^7.9.0", + "deck.gl": "^9.0.35", "lodash": "^4.17.21", "lucide-react": "^0.452.0", + "plotly.js": "^2.35.2", "react": "^18.3.1", "react-dom": "18.3.1", "react-hook-form": "^7.53.1", + "react-plotly.js": "^2.6.0", "react-router-dom": "^6.27.0", "react-vega": "^7.6.0", "tailwind-merge": "^2.5.3", @@ -52,8 +58,10 @@ "@types/d3": "^7.4.3", "@types/lodash": "^4.17.13", "@types/node": "^20.16.11", + "@types/plotly.js": "^2.35.0", "@types/react": "18.3.3", "@types/react-dom": "18.3.0", + "@types/react-plotly.js": "^2.6.3", "@typescript-eslint/eslint-plugin": "6.13.1", "@typescript-eslint/parser": "6.13.1", "@vitejs/plugin-react-swc": "3.7.0", diff --git a/src/components/ClusterChartPreferencesPopover.tsx b/src/components/ClusterChartPreferencesPopover.tsx index e401070..113c286 100644 --- a/src/components/ClusterChartPreferencesPopover.tsx +++ b/src/components/ClusterChartPreferencesPopover.tsx @@ -11,9 +11,9 @@ import { ChevronDownIcon } from "lucide-react"; import { useState } from "react"; import { Input } from "./ui/input"; import { Label } from "./ui/label"; -import { ChartPresentationSettings } from "@/lib/clusteringB"; import { Checkbox } from "./ui/checkbox"; import { useViewSettingsStore } from "@/store/useViewSettingsStore"; +import { ChartPresentationSettings } from "@/lib/ChartPresentationSettings"; export function ClusterChartPreferencesPopover() { const [open, setOpen] = useState(false); @@ -34,6 +34,7 @@ export function ClusterChartPreferencesPopover() { const chartViewOptions: Record = { multiline: "Multiline", envelope: "Envelope", + plotly: "Plotly (GL)", }; const ignoreBoringDataModeOptions: Record< diff --git a/src/components/MultiAggregatedLineChart.tsx b/src/components/MultiAggregatedLineChart.tsx index 451d877..3584082 100644 --- a/src/components/MultiAggregatedLineChart.tsx +++ b/src/components/MultiAggregatedLineChart.tsx @@ -1,8 +1,6 @@ -import { type ChartPresentationSettings } from "@/lib/clusteringB"; -import { cn, deepMerge } from "@/lib/utils"; +import { cn } from "@/lib/utils"; import { useRawDataStore } from "@/store/useRawDataStore"; import { type ClassValue } from "clsx"; -import { VegaLite, type VisualizationSpec } from "react-vega"; import { ClusterChartPreferencesPopover } from "./ClusterChartPreferencesPopover"; import { Tooltip, @@ -12,109 +10,10 @@ import { } from "./ui/tooltip"; import { useViewSettingsStore } from "@/store/useViewSettingsStore"; import { useViewModelStore } from "@/store/useViewModelStore"; -import { useEffect } from "react"; - -const chartModeSpecs: Record< - ChartPresentationSettings["mode"], - Partial -> = { - multiline: { - encoding: { - color: { - field: "variable", - type: "nominal", - title: "Variables", - }, - }, - }, - envelope: { - transform: [ - { - calculate: "toNumber(datum.value)", - as: "value", - }, - { - calculate: "toNumber(datum.timestamp)", - as: "timestamp", - }, - { - aggregate: [ - { op: "mean", field: "value", as: "mean_value" }, - { op: "max", field: "value", as: "max_value" }, - { op: "min", field: "value", as: "min_value" }, - { op: "q1", field: "value", as: "q1_value" }, - { op: "q3", field: "value", as: "q3_value" }, - ], - groupby: ["timestamp"], - }, - { - fold: ["mean_value", "max_value", "min_value", "q1_value", "q3_value"], - as: ["aggregation", "value"], - }, - ], - layer: [ - { - mark: { - type: "area", - color: "steelblue", - opacity: 0.3, - }, - encoding: { - x: { - field: "timestamp", - type: "temporal", - title: "Time", - }, - y: { - field: "q1_value", - type: "quantitative", - title: "Value", - }, - y2: { - field: "q3_value", - }, - }, - }, - { - // Mean line (solid) - mark: { - type: "line", - tooltip: true, - }, - encoding: { - x: { - field: "timestamp", - type: "temporal", - title: "Time", - }, - y: { - field: "value", - type: "quantitative", - }, - color: { - field: "aggregation", - type: "nominal", - scale: { - domain: ["mean_value", "max_value", "min_value"], - range: ["steelblue", "steelblue", "steelblue"], - }, - }, - strokeDash: { - field: "aggregation", - type: "nominal", - scale: { - domain: ["max_value", "min_value"], - range: [ - [4, 4], - [4, 4], - ], - }, - }, - }, - }, - ], - }, -}; +import { memo, useEffect } from "react"; +import { PlotlyChart } from "./charts/PlotlyChart"; +import { VegaLiteChart } from "./charts/VegaLiteChart"; +import { AlertCircleIcon } from "lucide-react"; // TODO: Make this chart mostly recursive in a way that a user sees a subset whenever he selects one of those charts @@ -122,24 +21,9 @@ export const MultiAggregatedLineChart = () => { const values = useRawDataStore((state) => state.values); // const dimensions = useRawDataStore((state) => state.dimensions); - const colors: ClassValue[] = [ - "bg-red-200", - "bg-green-200", - "bg-blue-200", - "bg-purple-200", - "bg-emerald-200", - "bg-orange-200", - "bg-teal-200", - "bg-rose-200", - "bg-lime-200", - "bg-cyan-200", - "bg-pink-200", - "bg-amber-200", - "bg-sky-200", - ]; const presentationSettings = useViewSettingsStore(); - const { aggregated, colsAccordingToAggregation, yDomain, processData } = + const { aggregated, colsAccordingToAggregation, processData } = useViewModelStore(); // console.time("Rendering process duration"); @@ -154,14 +38,11 @@ export const MultiAggregatedLineChart = () => { processData(); }, [presentationSettings, values]); - const boringDataCount = values.length - aggregated?.[0]?.length; - return (
-
- Ignored {boringDataCount} entries. Showing {aggregated.length}{" "} - clusters. +
+ Detected {aggregated.length} clusters.
{/* 
{JSON.stringify(presentationSettings)}
*/} @@ -184,8 +65,11 @@ export const MultiAggregatedLineChart = () => { ))}
+
- {aggregated.map((val, index) => ( + + {/* */} + {/* {aggregated.map((val, index) => ( { yDomain={yDomain} presentationSettings={presentationSettings} /> - ))} + ))} */}
); }; -const AggregatedLineChart = ({ - values, - className, - yDomain, - presentationSettings, -}: { - values: Record[]; - className: ClassValue; - yDomain: [number, number]; - presentationSettings: ChartPresentationSettings; -}) => { - const dimensions = values.length - ? Object.keys(values[0]).filter((e) => e !== "timestamp") - : []; - const dataSpec: Partial = { - $schema: "https://vega.github.io/schema/vega-lite/v5.json", - width: "container", - height: "container", - background: "transparent", - data: { values }, - transform: [{ fold: dimensions, as: ["variable", "value"] }], - mark: "line", - encoding: { - x: { - field: "timestamp", - type: - "saveScreenSpace" in presentationSettings && - !!presentationSettings.saveScreenSpace - ? "ordinal" - : "temporal", - title: "Time", - }, - y: { - field: "value", - type: "quantitative", - title: "Value", - scale: { domain: yDomain }, - }, - }, - }; - // I don't 100% know why, but as of now it was very important to keep this order of the specs how they are getting passed into the merge function. Otherwise, the vizualisation breaks. - const spec = deepMerge(dataSpec, chartModeSpecs[presentationSettings.mode]); +const colors: ClassValue[] = [ + "bg-red-200", + "bg-green-200", + "bg-blue-200", + "bg-purple-200", + "bg-emerald-200", + "bg-orange-200", + "bg-teal-200", + "bg-rose-200", + "bg-lime-200", + "bg-cyan-200", + "bg-pink-200", + "bg-amber-200", + "bg-sky-200", +]; +const Charts = memo(() => { + /** + * This is a list of entries that again are a list of multiple values representing a multiline chart. So this data should be used to render multiple Muli-Line-Charts + * + * It can be more than 30 charts that are getting updated every second. + */ + const aggregated = useViewModelStore((state) => state.aggregated); + const yDomain = useViewModelStore((state) => state.yDomain); + + const mode = useViewSettingsStore((state) => state.mode); + const saveScreenSpace = useViewSettingsStore( + (state) => "saveScreenSpace" in state && state.saveScreenSpace + ); + if (mode === "plotly") { + // From plotly docs: https://plotly.com/python/webgl-vs-svg/ + + //// Context limits: browsers impose a strict limit on the number of WebGL "contexts" that any given web document can access. + //// WebGL-powered traces in plotly can use multiple contexts in some cases but as a general rule, it may not be possible to + //// render more than 8 WebGL-involving figures on the same page at the same time. + + // So we are going to only render the first 8 ones :-( + const plotlyMaxNumberOfPlots = 8; + + if (aggregated.length > plotlyMaxNumberOfPlots) { + return ( + <> + {aggregated.slice(0, plotlyMaxNumberOfPlots).map((val, index) => ( + + ))} +
+ + + There are {aggregated.length - plotlyMaxNumberOfPlots} more + clusters, that are not shown. + +
+ + ); + } + return ( + <> + {aggregated.map((val, index) => ( + + ))} + + ); + } return ( - + <> + {aggregated.map((val, index) => ( + + ))} + ); -}; +}); diff --git a/src/components/charts/ChartProps.ts b/src/components/charts/ChartProps.ts new file mode 100644 index 0000000..b8e4ea9 --- /dev/null +++ b/src/components/charts/ChartProps.ts @@ -0,0 +1,10 @@ +import { ChartPresentationSettings } from "@/lib/ChartPresentationSettings"; +import { ClassValue } from "clsx"; + +export type ChartProps = { + values: Record[]; + className: ClassValue; + yDomain: [number, number]; + saveScreenSpace?: boolean; + mode: ChartPresentationSettings["mode"]; +}; diff --git a/src/components/charts/PlotlyChart.tsx b/src/components/charts/PlotlyChart.tsx new file mode 100644 index 0000000..2e3ee73 --- /dev/null +++ b/src/components/charts/PlotlyChart.tsx @@ -0,0 +1,48 @@ +import Plot from "react-plotly.js"; +import { Layout } from "plotly.js"; +import { ChartProps } from "./ChartProps"; +import { cn } from "@/lib/utils"; + +export const PlotlyChart = ({ values, yDomain, className }: ChartProps) => { + const dimensions = values.length + ? Object.keys(values[0]).filter((e) => e !== "timestamp") + : []; + + const data: Plotly.Data[] = dimensions.map((variable) => ({ + x: values.map((d) => new Date(d.timestamp)), + y: values.map((d) => d[variable]), + type: "scattergl", + mode: "lines", + name: variable, + hoverinfo: "skip", + })); + + // Define the layout for the Plotly chart + const layout: Partial = { + xaxis: { + title: "Time", + type: "date", + }, + yaxis: { title: "Value", range: yDomain }, + legend: { + title: { text: "Variables" }, + }, + plot_bgcolor: "transparent", + paper_bgcolor: "transparent", + autosize: true, + }; + + return ( + + ); +}; diff --git a/src/components/charts/VegaLiteChart.tsx b/src/components/charts/VegaLiteChart.tsx new file mode 100644 index 0000000..5af8414 --- /dev/null +++ b/src/components/charts/VegaLiteChart.tsx @@ -0,0 +1,154 @@ +import { cn, deepMerge } from "@/lib/utils"; +import { VegaLite, type VisualizationSpec } from "react-vega"; +import { ChartProps } from "./ChartProps"; + +const chartModeSpecs: Record< + "multiline" | "envelope", + Partial +> = { + multiline: { + encoding: { + color: { + field: "variable", + type: "nominal", + title: "Variables", + }, + }, + }, + envelope: { + transform: [ + { + calculate: "toNumber(datum.value)", + as: "value", + }, + { + calculate: "toNumber(datum.timestamp)", + as: "timestamp", + }, + { + aggregate: [ + { op: "mean", field: "value", as: "mean_value" }, + { op: "max", field: "value", as: "max_value" }, + { op: "min", field: "value", as: "min_value" }, + { op: "q1", field: "value", as: "q1_value" }, + { op: "q3", field: "value", as: "q3_value" }, + ], + groupby: ["timestamp"], + }, + { + fold: ["mean_value", "max_value", "min_value", "q1_value", "q3_value"], + as: ["aggregation", "value"], + }, + ], + layer: [ + { + mark: { + type: "area", + color: "steelblue", + opacity: 0.3, + }, + encoding: { + x: { + field: "timestamp", + type: "temporal", + title: "Time", + }, + y: { + field: "q1_value", + type: "quantitative", + title: "Value", + }, + y2: { + field: "q3_value", + }, + }, + }, + { + // Mean line (solid) + mark: { + type: "line", + tooltip: true, + }, + encoding: { + x: { + field: "timestamp", + type: "temporal", + title: "Time", + }, + y: { + field: "value", + type: "quantitative", + }, + color: { + field: "aggregation", + type: "nominal", + scale: { + domain: ["mean_value", "max_value", "min_value"], + range: ["steelblue", "steelblue", "steelblue"], + }, + }, + strokeDash: { + field: "aggregation", + type: "nominal", + scale: { + domain: ["max_value", "min_value"], + range: [ + [4, 4], + [4, 4], + ], + }, + }, + }, + }, + ], + }, +}; + +export const VegaLiteChart = ({ + values, + className, + yDomain, + saveScreenSpace, + mode, +}: ChartProps) => { + const dimensions = values.length + ? Object.keys(values[0]).filter((e) => e !== "timestamp") + : []; + const dataSpec: Partial = { + $schema: "https://vega.github.io/schema/vega-lite/v5.json", + width: "container", + height: "container", + background: "transparent", + + data: { values }, + transform: [{ fold: dimensions, as: ["variable", "value"] }], + mark: "line", + encoding: { + x: { + field: "timestamp", + type: !!saveScreenSpace ? "ordinal" : "temporal", + title: "Time", + }, + y: { + field: "value", + type: "quantitative", + title: "Value", + scale: { domain: yDomain }, + }, + }, + }; + + // I don't 100% know why, but as of now it was very important to keep this order of the specs how they are getting passed into the merge function. Otherwise, the vizualisation breaks. + const spec = deepMerge( + dataSpec, + chartModeSpecs[mode as "multiline" | "envelope"] + ); + + return ( + + ); +}; diff --git a/src/lib/ChartPresentationSettings.ts b/src/lib/ChartPresentationSettings.ts new file mode 100644 index 0000000..9c64a58 --- /dev/null +++ b/src/lib/ChartPresentationSettings.ts @@ -0,0 +1,41 @@ +export type ChartPresentationSettings = ( + | { + clusterCount: number; + } + | { + /** + * A number between 0 and 1 to be used as a percentage and based on it there will be different clusters created, but the resulting cluster count will be unknown + */ + eps: number; + } +) & + ( + | object + | { + /** + * This value is a threshold. Whenever one of the values of a given range is outside of the a relative range apart from the mean, it will be considered as significant. Should be a number between 0 and 1. + * + */ + meanRange: number; + /** + * Ticks to be taken into account for the check if there is a relevant threshold. Should be at least 3. + * @default 3 + */ + tickRange: number; + + /** + * This should indicate that the screen space should be saved be not displaying boring data. + */ + saveScreenSpace: boolean; + } + ) & { + /** + * Right now it may not make so much sense to mix a visual presentation with a technology. But we do not want to overcomplicate it right now. + */ + mode: "multiline" | "envelope" | "plotly"; + + dataTicks?: number; + timeScale?: { from: number; to: number }; + + ignoreBoringDataMode: "off" | "standard"; + }; diff --git a/src/lib/clusteringB.ts b/src/lib/clusteringB.ts index 95a1291..f06aa17 100644 --- a/src/lib/clusteringB.ts +++ b/src/lib/clusteringB.ts @@ -1,45 +1,7 @@ +import { ChartPresentationSettings } from "./ChartPresentationSettings"; import { findCommonElements } from "./findCommonElements"; import { findBoringTimestamps } from "./wrapping"; -export type ChartPresentationSettings = ( - | { - clusterCount: number; - } - | { - /** - * A number between 0 and 1 to be used as a percentage and based on it there will be different clusters created, but the resulting cluster count will be unknown - */ - eps: number; - } -) & - ( - | object - | { - /** - * This value is a threshold. Whenever one of the values of a given range is outside of the a relative range apart from the mean, it will be considered as significant. Should be a number between 0 and 1. - * - */ - meanRange: number; - /** - * Ticks to be taken into account for the check if there is a relevant threshold. Should be at least 3. - * @default 3 - */ - tickRange: number; - - /** - * This should indicate that the screen space should be saved be not displaying boring data. - */ - saveScreenSpace: boolean; - } - ) & { - mode: "multiline" | "envelope"; - - dataTicks?: number; - timeScale?: { from: number; to: number }; - - ignoreBoringDataMode: "off" | "standard"; - }; - type AggregatedProps = { aggregated: Record[][]; yDomain: [number, number]; diff --git a/src/lib/wrapping.ts b/src/lib/wrapping.ts index d439685..0b33768 100644 --- a/src/lib/wrapping.ts +++ b/src/lib/wrapping.ts @@ -9,7 +9,6 @@ export type DataCompressionPreferences = { * @default 3 */ tickRange: number; - mode: "multiline" | "envelope"; }; export const wrapper = ( diff --git a/src/store/useViewSettingsStore.ts b/src/store/useViewSettingsStore.ts index c8bb662..facf567 100644 --- a/src/store/useViewSettingsStore.ts +++ b/src/store/useViewSettingsStore.ts @@ -1,48 +1,12 @@ import { create } from "zustand"; import { useRawDataStore } from "./useRawDataStore"; +import { ChartPresentationSettings } from "@/lib/ChartPresentationSettings"; -export type ViewSettingsStore = ( - | { - clusterCount: number; - } - | { - /** - * A number between 0 and 1 to be used as a percentage and based on it there will be different clusters created, but the resulting cluster count will be unknown - */ - eps: number; - } -) & - ( - | object - | { - /** - * This value is a threshold. Whenever one of the values of a given range is outside of the a relative range apart from the mean, it will be considered as significant. Should be a number between 0 and 1. - * - */ - meanRange: number; - /** - * Ticks to be taken into account for the check if there is a relevant threshold. Should be at least 3. - * @default 3 - */ - tickRange: number; - - /** - * This should indicate that the screen space should be saved be not displaying boring data. - */ - saveScreenSpace: boolean; - } - ) & { - mode: "multiline" | "envelope"; - - dataTicks?: number; - timeScale?: { from: number; to: number }; - - ignoreBoringDataMode: "off" | "standard"; - - updateSettings: ( - newSettings: (val: ViewSettingsStore) => ViewSettingsStore - ) => void; - }; +export type ViewSettingsStore = ChartPresentationSettings & { + updateSettings: ( + newSettings: (val: ChartPresentationSettings) => ChartPresentationSettings + ) => void; +}; export const useViewSettingsStore = create((set, get) => { const dataTicks = useRawDataStore.getState().values.length ?? 20; diff --git a/yarn.lock b/yarn.lock index a9b9f81..186ba03 100644 --- a/yarn.lock +++ b/yarn.lock @@ -15,6 +15,20 @@ "@jridgewell/gen-mapping" "^0.3.5" "@jridgewell/trace-mapping" "^0.3.24" +"@arcgis/core@^4.0.0": + version "4.31.2" + 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