From cabc93af8c6f444869741f075cb10f19a2d7c12c Mon Sep 17 00:00:00 2001 From: brianjlai Date: Thu, 16 May 2024 13:09:45 -0700 Subject: [PATCH] resumable full refresh support for low-code streams that implement a paginator --- .../sources/declarative/declarative_stream.py | 7 + .../declarative/incremental/__init__.py | 3 +- .../incremental/datetime_based_cursor.py | 5 + .../resumable_full_refresh_cursor.py | 96 ++ .../parsers/model_to_component_factory.py | 12 +- .../paginators/default_paginator.py | 8 +- .../requesters/paginators/no_pagination.py | 2 +- .../requesters/paginators/paginator.py | 2 +- .../strategies/cursor_pagination_strategy.py | 8 +- .../paginators/strategies/offset_increment.py | 9 +- .../paginators/strategies/page_increment.py | 9 +- .../strategies/pagination_strategy.py | 2 +- .../retrievers/simple_retriever.py | 82 +- .../sources/streams/checkpoint/__init__.py | 20 +- .../streams/checkpoint/checkpoint_reader.py | 64 + .../sources/streams/checkpoint/cursor.py | 10 +- .../airbyte_cdk/sources/streams/core.py | 20 + airbyte-cdk/python/poetry.lock | 1194 ++++++++--------- .../test_resumable_full_refresh_cursor.py | 21 + .../test_model_to_component_factory.py | 133 +- .../test_cursor_pagination_strategy.py | 15 + .../paginators/test_offset_increment.py | 19 + .../paginators/test_page_increment.py | 19 + .../retrievers/test_simple_retriever.py | 227 +++- .../test_manifest_declarative_source.py | 6 +- .../checkpoint/test_checkpoint_reader.py | 126 ++ .../source_freshdesk/manifest.yaml | 2 +- .../integration_tests/sample_state.json | 27 +- 28 files changed, 1480 insertions(+), 668 deletions(-) create mode 100644 airbyte-cdk/python/airbyte_cdk/sources/declarative/incremental/resumable_full_refresh_cursor.py create mode 100644 airbyte-cdk/python/unit_tests/sources/declarative/incremental/test_resumable_full_refresh_cursor.py diff --git a/airbyte-cdk/python/airbyte_cdk/sources/declarative/declarative_stream.py b/airbyte-cdk/python/airbyte_cdk/sources/declarative/declarative_stream.py index 81b60ef270cb..a97950809068 100644 --- a/airbyte-cdk/python/airbyte_cdk/sources/declarative/declarative_stream.py +++ b/airbyte-cdk/python/airbyte_cdk/sources/declarative/declarative_stream.py @@ -8,9 +8,11 @@ from airbyte_cdk.models import SyncMode from airbyte_cdk.sources.declarative.interpolation import InterpolatedString from airbyte_cdk.sources.declarative.migrations.state_migration import StateMigration +from airbyte_cdk.sources.declarative.retrievers import SimpleRetriever from airbyte_cdk.sources.declarative.retrievers.retriever import Retriever from airbyte_cdk.sources.declarative.schema import DefaultSchemaLoader from airbyte_cdk.sources.declarative.schema.schema_loader import SchemaLoader +from airbyte_cdk.sources.streams.checkpoint import Cursor from airbyte_cdk.sources.streams.core import Stream from airbyte_cdk.sources.types import Config, StreamSlice @@ -157,3 +159,8 @@ def state_checkpoint_interval(self) -> Optional[int]: important state is the one at the beginning of the slice """ return None + + def get_cursor(self) -> Optional[Cursor]: + if self.retriever and isinstance(self.retriever, SimpleRetriever): + return self.retriever.cursor + return None diff --git a/airbyte-cdk/python/airbyte_cdk/sources/declarative/incremental/__init__.py b/airbyte-cdk/python/airbyte_cdk/sources/declarative/incremental/__init__.py index e5ac8478613a..3828c259b7fb 100644 --- a/airbyte-cdk/python/airbyte_cdk/sources/declarative/incremental/__init__.py +++ b/airbyte-cdk/python/airbyte_cdk/sources/declarative/incremental/__init__.py @@ -5,5 +5,6 @@ from airbyte_cdk.sources.declarative.incremental.datetime_based_cursor import DatetimeBasedCursor from airbyte_cdk.sources.declarative.incremental.declarative_cursor import DeclarativeCursor from airbyte_cdk.sources.declarative.incremental.per_partition_cursor import CursorFactory, PerPartitionCursor +from airbyte_cdk.sources.declarative.incremental.resumable_full_refresh_cursor import ResumableFullRefreshCursor -__all__ = ["CursorFactory", "DatetimeBasedCursor", "DeclarativeCursor", "PerPartitionCursor"] +__all__ = ["CursorFactory", "DatetimeBasedCursor", "DeclarativeCursor", "PerPartitionCursor", "ResumableFullRefreshCursor"] diff --git a/airbyte-cdk/python/airbyte_cdk/sources/declarative/incremental/datetime_based_cursor.py b/airbyte-cdk/python/airbyte_cdk/sources/declarative/incremental/datetime_based_cursor.py index 052b32689000..baf794747a0b 100644 --- a/airbyte-cdk/python/airbyte_cdk/sources/declarative/incremental/datetime_based_cursor.py +++ b/airbyte-cdk/python/airbyte_cdk/sources/declarative/incremental/datetime_based_cursor.py @@ -168,6 +168,11 @@ def stream_slices(self) -> Iterable[StreamSlice]: start_datetime = self._calculate_earliest_possible_value(self._select_best_end_datetime()) return self._partition_daterange(start_datetime, end_datetime, self._step) + def select_state(self, stream_slice: Optional[StreamSlice] = None) -> Optional[StreamState]: + # Datetime based cursors operate over slices made up of datetime ranges. Stream state is based on the progress + # through each slice and does not belong to a specific slice. We just return stream state as it is. + return self.get_stream_state() + def _calculate_earliest_possible_value(self, end_datetime: datetime.datetime) -> datetime.datetime: lookback_delta = self._parse_timedelta(self._lookback_window.eval(self.config) if self._lookback_window else "P0D") earliest_possible_start_datetime = min(self._start_datetime.get_datetime(self.config), end_datetime) diff --git a/airbyte-cdk/python/airbyte_cdk/sources/declarative/incremental/resumable_full_refresh_cursor.py b/airbyte-cdk/python/airbyte_cdk/sources/declarative/incremental/resumable_full_refresh_cursor.py new file mode 100644 index 000000000000..05e36ad69a74 --- /dev/null +++ b/airbyte-cdk/python/airbyte_cdk/sources/declarative/incremental/resumable_full_refresh_cursor.py @@ -0,0 +1,96 @@ +# Copyright (c) 2024 Airbyte, Inc., all rights reserved. + +from dataclasses import InitVar, dataclass +from typing import Any, Iterable, Mapping, Optional + +from airbyte_cdk.sources.declarative.incremental import DeclarativeCursor +from airbyte_cdk.sources.declarative.types import Record, StreamSlice, StreamState + + +@dataclass +class ResumableFullRefreshCursor(DeclarativeCursor): + parameters: InitVar[Mapping[str, Any]] + + def __post_init__(self, parameters: Mapping[str, Any]) -> None: + self._cursor: StreamState = {} + + def get_stream_state(self) -> StreamState: + return self._cursor + + def set_initial_state(self, stream_state: StreamState) -> None: + self._cursor = stream_state + + def observe(self, stream_slice: StreamSlice, record: Record) -> None: + """ + Resumable full refresh manages state using a page number so it does not need to update state by observing incoming records. + """ + pass + + def close_slice(self, stream_slice: StreamSlice, *args: Any) -> None: + # The ResumableFullRefreshCursor doesn't support nested streams yet so receiving a partition is unexpected + if stream_slice.partition: + raise ValueError(f"Stream slice {stream_slice} should not have a partition. Got {stream_slice.partition}.") + self._cursor = stream_slice.cursor_slice + + def should_be_synced(self, record: Record) -> bool: + """ + Unlike date-based cursors which filter out records outside slice boundaries, resumable full refresh records exist within pages + that don't have filterable bounds. We should always return them. + """ + return True + + def is_greater_than_or_equal(self, first: Record, second: Record) -> bool: + """ + RFR record don't have ordering to be compared between one another. + """ + return False + + def select_state(self, stream_slice: Optional[StreamSlice] = None) -> Optional[StreamState]: + # A top-level RFR cursor only manages the state of a single partition + return self._cursor + + def stream_slices(self) -> Iterable[StreamSlice]: + """ + Resumable full refresh cursors only return a single slice and can't perform partitioning because iteration is done per-page + along an unbounded set. + """ + yield from [StreamSlice(cursor_slice=self._cursor, partition={})] + + # This is an interesting pattern that might not seem obvious at first glance. This cursor itself has no functional need to + # inject any request values into the outbound response because the up-to-date pagination state is already loaded and + # maintained by the paginator component + def get_request_params( + self, + *, + stream_state: Optional[StreamState] = None, + stream_slice: Optional[StreamSlice] = None, + next_page_token: Optional[Mapping[str, Any]] = None, + ) -> Mapping[str, Any]: + return {} + + def get_request_headers( + self, + *, + stream_state: Optional[StreamState] = None, + stream_slice: Optional[StreamSlice] = None, + next_page_token: Optional[Mapping[str, Any]] = None, + ) -> Mapping[str, Any]: + return {} + + def get_request_body_data( + self, + *, + stream_state: Optional[StreamState] = None, + stream_slice: Optional[StreamSlice] = None, + next_page_token: Optional[Mapping[str, Any]] = None, + ) -> Mapping[str, Any]: + return {} + + def get_request_body_json( + self, + *, + stream_state: Optional[StreamState] = None, + stream_slice: Optional[StreamSlice] = None, + next_page_token: Optional[Mapping[str, Any]] = None, + ) -> Mapping[str, Any]: + return {} diff --git a/airbyte-cdk/python/airbyte_cdk/sources/declarative/parsers/model_to_component_factory.py b/airbyte-cdk/python/airbyte_cdk/sources/declarative/parsers/model_to_component_factory.py index bb0790f9ef45..5940673de590 100644 --- a/airbyte-cdk/python/airbyte_cdk/sources/declarative/parsers/model_to_component_factory.py +++ b/airbyte-cdk/python/airbyte_cdk/sources/declarative/parsers/model_to_component_factory.py @@ -28,7 +28,13 @@ from airbyte_cdk.sources.declarative.decoders import JsonDecoder from airbyte_cdk.sources.declarative.extractors import DpathExtractor, RecordFilter, RecordSelector from airbyte_cdk.sources.declarative.extractors.record_selector import SCHEMA_TRANSFORMER_TYPE_MAPPING -from airbyte_cdk.sources.declarative.incremental import CursorFactory, DatetimeBasedCursor, DeclarativeCursor, PerPartitionCursor +from airbyte_cdk.sources.declarative.incremental import ( + CursorFactory, + DatetimeBasedCursor, + DeclarativeCursor, + PerPartitionCursor, + ResumableFullRefreshCursor, +) from airbyte_cdk.sources.declarative.interpolation import InterpolatedString from airbyte_cdk.sources.declarative.interpolation.interpolated_mapping import InterpolatedMapping from airbyte_cdk.sources.declarative.migrations.legacy_to_per_partition_state_migration import LegacyToPerPartitionStateMigration @@ -668,6 +674,10 @@ def _merge_stream_slicers(self, model: DeclarativeStreamModel, config: Config) - ) elif model.incremental_sync: return self._create_component_from_model(model=model.incremental_sync, config=config) if model.incremental_sync else None + elif hasattr(model.retriever, "paginator") and model.retriever.paginator and not stream_slicer: + # To incrementally deliver RFR for low-code we're first implementing this for streams that do not use + # nested state like substreams or those using list partition routers + return ResumableFullRefreshCursor(parameters={}) elif stream_slicer: return stream_slicer else: diff --git a/airbyte-cdk/python/airbyte_cdk/sources/declarative/requesters/paginators/default_paginator.py b/airbyte-cdk/python/airbyte_cdk/sources/declarative/requesters/paginators/default_paginator.py index ccfd91a1910f..49ea4d7e90ca 100644 --- a/airbyte-cdk/python/airbyte_cdk/sources/declarative/requesters/paginators/default_paginator.py +++ b/airbyte-cdk/python/airbyte_cdk/sources/declarative/requesters/paginators/default_paginator.py @@ -99,7 +99,7 @@ def __post_init__(self, parameters: Mapping[str, Any]) -> None: raise ValueError("page_size_option cannot be set if the pagination strategy does not have a page_size") if isinstance(self.url_base, str): self.url_base = InterpolatedString(string=self.url_base, parameters=parameters) - self._token = self.pagination_strategy.initial_token + self._token: Optional[Any] = self.pagination_strategy.initial_token def next_page_token( self, response: requests.Response, last_page_size: int, last_record: Optional[Record] @@ -153,8 +153,8 @@ def get_request_body_json( ) -> Mapping[str, Any]: return self._get_request_options(RequestOptionType.body_json) - def reset(self) -> None: - self.pagination_strategy.reset() + def reset(self, reset_value: Optional[Any] = None) -> None: + self.pagination_strategy.reset(reset_value=reset_value) self._token = self.pagination_strategy.initial_token def _get_request_options(self, option_type: RequestOptionType) -> MutableMapping[str, Any]: @@ -235,6 +235,6 @@ def get_request_body_json( ) -> Mapping[str, Any]: return self._decorated.get_request_body_json(stream_state=stream_state, stream_slice=stream_slice, next_page_token=next_page_token) - def reset(self) -> None: + def reset(self, reset_value: Optional[Any] = None) -> None: self._decorated.reset() self._page_count = self._PAGE_COUNT_BEFORE_FIRST_NEXT_CALL diff --git a/airbyte-cdk/python/airbyte_cdk/sources/declarative/requesters/paginators/no_pagination.py b/airbyte-cdk/python/airbyte_cdk/sources/declarative/requesters/paginators/no_pagination.py index 59fbcf6fcccf..4065902ffd09 100644 --- a/airbyte-cdk/python/airbyte_cdk/sources/declarative/requesters/paginators/no_pagination.py +++ b/airbyte-cdk/python/airbyte_cdk/sources/declarative/requesters/paginators/no_pagination.py @@ -60,6 +60,6 @@ def get_request_body_json( def next_page_token(self, response: requests.Response, last_page_size: int, last_record: Optional[Record]) -> Mapping[str, Any]: return {} - def reset(self) -> None: + def reset(self, reset_value: Optional[Any] = None) -> None: # No state to reset pass diff --git a/airbyte-cdk/python/airbyte_cdk/sources/declarative/requesters/paginators/paginator.py b/airbyte-cdk/python/airbyte_cdk/sources/declarative/requesters/paginators/paginator.py index 32752806f1dd..aebc8241a2d0 100644 --- a/airbyte-cdk/python/airbyte_cdk/sources/declarative/requesters/paginators/paginator.py +++ b/airbyte-cdk/python/airbyte_cdk/sources/declarative/requesters/paginators/paginator.py @@ -21,7 +21,7 @@ class Paginator(ABC, RequestOptionsProvider): """ @abstractmethod - def reset(self) -> None: + def reset(self, reset_value: Optional[Any] = None) -> None: """ Reset the pagination's inner state """ diff --git a/airbyte-cdk/python/airbyte_cdk/sources/declarative/requesters/paginators/strategies/cursor_pagination_strategy.py b/airbyte-cdk/python/airbyte_cdk/sources/declarative/requesters/paginators/strategies/cursor_pagination_strategy.py index ac9143322cfb..fe576982b2a9 100644 --- a/airbyte-cdk/python/airbyte_cdk/sources/declarative/requesters/paginators/strategies/cursor_pagination_strategy.py +++ b/airbyte-cdk/python/airbyte_cdk/sources/declarative/requesters/paginators/strategies/cursor_pagination_strategy.py @@ -35,6 +35,7 @@ class CursorPaginationStrategy(PaginationStrategy): decoder: Decoder = JsonDecoder(parameters={}) def __post_init__(self, parameters: Mapping[str, Any]) -> None: + self._initial_cursor = None if isinstance(self.cursor_value, str): self._cursor_value = InterpolatedString.create(self.cursor_value, parameters=parameters) else: @@ -46,7 +47,7 @@ def __post_init__(self, parameters: Mapping[str, Any]) -> None: @property def initial_token(self) -> Optional[Any]: - return None + return self._initial_cursor def next_page_token(self, response: requests.Response, last_page_size: int, last_record: Optional[Record]) -> Optional[Any]: decoded_response = self.decoder.decode(response) @@ -74,9 +75,8 @@ def next_page_token(self, response: requests.Response, last_page_size: int, last ) return token if token else None - def reset(self) -> None: - # No state to reset - pass + def reset(self, reset_value: Optional[Any] = None) -> None: + self._initial_cursor = reset_value def get_page_size(self) -> Optional[int]: return self.page_size diff --git a/airbyte-cdk/python/airbyte_cdk/sources/declarative/requesters/paginators/strategies/offset_increment.py b/airbyte-cdk/python/airbyte_cdk/sources/declarative/requesters/paginators/strategies/offset_increment.py index 806df63e8f24..13fc1aa76339 100644 --- a/airbyte-cdk/python/airbyte_cdk/sources/declarative/requesters/paginators/strategies/offset_increment.py +++ b/airbyte-cdk/python/airbyte_cdk/sources/declarative/requesters/paginators/strategies/offset_increment.py @@ -66,8 +66,13 @@ def next_page_token(self, response: requests.Response, last_page_size: int, last self._offset += last_page_size return self._offset - def reset(self) -> None: - self._offset = 0 + def reset(self, reset_value: Optional[Any] = None) -> None: + if reset_value is None: + self._offset = 0 + elif not isinstance(reset_value, int): + raise ValueError(f"Reset value {reset_value} for OffsetIncrement pagination strategy was not an integer") + else: + self._offset = reset_value def get_page_size(self) -> Optional[int]: if self._page_size: diff --git a/airbyte-cdk/python/airbyte_cdk/sources/declarative/requesters/paginators/strategies/page_increment.py b/airbyte-cdk/python/airbyte_cdk/sources/declarative/requesters/paginators/strategies/page_increment.py index e56f86f4df4c..978ac1abaafd 100644 --- a/airbyte-cdk/python/airbyte_cdk/sources/declarative/requesters/paginators/strategies/page_increment.py +++ b/airbyte-cdk/python/airbyte_cdk/sources/declarative/requesters/paginators/strategies/page_increment.py @@ -51,8 +51,13 @@ def next_page_token(self, response: requests.Response, last_page_size: int, last self._page += 1 return self._page - def reset(self) -> None: - self._page = self.start_from_page + def reset(self, reset_value: Optional[Any] = None) -> None: + if reset_value is None: + self._page = self.start_from_page + elif not isinstance(reset_value, int): + raise ValueError(f"Reset value {reset_value} for PageIncrement pagination strategy was not an integer") + else: + self._page = reset_value def get_page_size(self) -> Optional[int]: return self._page_size diff --git a/airbyte-cdk/python/airbyte_cdk/sources/declarative/requesters/paginators/strategies/pagination_strategy.py b/airbyte-cdk/python/airbyte_cdk/sources/declarative/requesters/paginators/strategies/pagination_strategy.py index 78232adfb4fb..135eb4812c6f 100644 --- a/airbyte-cdk/python/airbyte_cdk/sources/declarative/requesters/paginators/strategies/pagination_strategy.py +++ b/airbyte-cdk/python/airbyte_cdk/sources/declarative/requesters/paginators/strategies/pagination_strategy.py @@ -34,7 +34,7 @@ def next_page_token(self, response: requests.Response, last_page_size: int, last pass @abstractmethod - def reset(self) -> None: + def reset(self, reset_value: Optional[Any] = None) -> None: """ Reset the pagination's inner state """ diff --git a/airbyte-cdk/python/airbyte_cdk/sources/declarative/retrievers/simple_retriever.py b/airbyte-cdk/python/airbyte_cdk/sources/declarative/retrievers/simple_retriever.py index ef1eb349b076..88e69c2491f0 100644 --- a/airbyte-cdk/python/airbyte_cdk/sources/declarative/retrievers/simple_retriever.py +++ b/airbyte-cdk/python/airbyte_cdk/sources/declarative/retrievers/simple_retriever.py @@ -1,15 +1,16 @@ # # Copyright (c) 2023 Airbyte, Inc., all rights reserved. # - +import json from dataclasses import InitVar, dataclass, field from functools import partial from itertools import islice -from typing import Any, Callable, Iterable, List, Mapping, Optional, Set, Tuple, Union +from typing import Any, Callable, Iterable, List, Mapping, MutableMapping, Optional, Set, Tuple, Union import requests from airbyte_cdk.models import AirbyteMessage from airbyte_cdk.sources.declarative.extractors.http_selector import HttpSelector +from airbyte_cdk.sources.declarative.incremental import ResumableFullRefreshCursor from airbyte_cdk.sources.declarative.incremental.declarative_cursor import DeclarativeCursor from airbyte_cdk.sources.declarative.interpolation import InterpolatedString from airbyte_cdk.sources.declarative.partition_routers.single_partition_router import SinglePartitionRouter @@ -23,6 +24,8 @@ from airbyte_cdk.sources.types import Config, Record, StreamSlice, StreamState from airbyte_cdk.utils.mapping_helpers import combine_mappings +FULL_REFRESH_SYNC_COMPLETE_KEY = "__ab_full_refresh_sync_complete" + @dataclass class SimpleRetriever(Retriever): @@ -68,6 +71,7 @@ def __post_init__(self, parameters: Mapping[str, Any]) -> None: self._last_record: Optional[Record] = None self._parameters = parameters self._name = InterpolatedString(self._name, parameters=parameters) if isinstance(self._name, str) else self._name + self._synced_partitions: MutableMapping[Any, bool] = dict() @property # type: ignore def name(self) -> str: @@ -224,7 +228,7 @@ def _parse_response( ) -> Iterable[Record]: if not response: self._last_response = None - return [] + yield from [] self._last_response = response record_generator = self.record_selector.select_records( @@ -301,6 +305,26 @@ def _read_pages( # Always return an empty generator just in case no records were ever yielded yield from [] + def _read_page( + self, + records_generator_fn: Callable[[Optional[requests.Response]], Iterable[StreamData]], + stream_state: Mapping[str, Any], + stream_slice: StreamSlice, + ) -> Iterable[StreamData]: + response = self._fetch_next_page(stream_state, stream_slice) + yield from records_generator_fn(response) + + if not response: + next_page_token = {FULL_REFRESH_SYNC_COMPLETE_KEY: True} + else: + next_page_token = self._next_page_token(response) or {FULL_REFRESH_SYNC_COMPLETE_KEY: True} + + if self.cursor: + self.cursor.close_slice(StreamSlice(cursor_slice=next_page_token, partition=stream_slice.partition)) + + # Always return an empty generator just in case no records were ever yielded + yield from [] + def read_records( self, records_schema: Mapping[str, Any], @@ -314,8 +338,6 @@ def read_records( :return: The records read from the API source """ _slice = stream_slice or StreamSlice(partition={}, cursor_slice={}) # None-check - # Fixing paginator types has a long tail of dependencies - self._paginator.reset() most_recent_record_from_slice = None record_generator = partial( @@ -324,19 +346,42 @@ def read_records( stream_slice=_slice, records_schema=records_schema, ) - for stream_data in self._read_pages(record_generator, self.state, _slice): - current_record = self._extract_record(stream_data, _slice) - if self.cursor and current_record: - self.cursor.observe(_slice, current_record) - # Latest record read, not necessarily within slice boundaries. - # TODO Remove once all custom components implement `observe` method. - # https://github.com/airbytehq/airbyte-internal-issues/issues/6955 - most_recent_record_from_slice = self._get_most_recent_record(most_recent_record_from_slice, current_record, _slice) - yield stream_data + if self.cursor and isinstance(self.cursor, ResumableFullRefreshCursor): + stream_state = self.state - if self.cursor: - self.cursor.close_slice(_slice, most_recent_record_from_slice) + # Before syncing the RFR stream, we check if the job's prior attempt was successful and don't need to fetch more records + # The platform deletes stream state for full refresh streams before starting a new job, so we don't need to worry about + # this value existing for the initial attempt + if stream_state.get(FULL_REFRESH_SYNC_COMPLETE_KEY): + return + cursor_value = stream_state.get("next_page_token") + + # The first attempt to read a page for the current partition should have the paginator reset to the current + # cursor state which is initially set to the incoming state from the platform + partition_key = self._to_partition_key(_slice.partition) + if partition_key not in self._synced_partitions: + self._synced_partitions[partition_key] = True + self._paginator.reset(reset_value=cursor_value) + + yield from self._read_page(record_generator, stream_state, _slice) + else: + # Fixing paginator types has a long tail of dependencies + self._paginator.reset() + + for stream_data in self._read_pages(record_generator, self.state, _slice): + current_record = self._extract_record(stream_data, _slice) + if self.cursor and current_record: + self.cursor.observe(_slice, current_record) + + # Latest record read, not necessarily within slice boundaries. + # TODO Remove once all custom components implement `observe` method. + # https://github.com/airbytehq/airbyte-internal-issues/issues/6955 + most_recent_record_from_slice = self._get_most_recent_record(most_recent_record_from_slice, current_record, _slice) + yield stream_data + + if self.cursor: + self.cursor.close_slice(_slice, most_recent_record_from_slice) return def _get_most_recent_record( @@ -404,6 +449,11 @@ def _parse_records( def must_deduplicate_query_params(self) -> bool: return True + @staticmethod + def _to_partition_key(to_serialize: Any) -> str: + # separators have changed in Python 3.4. To avoid being impacted by further change, we explicitly specify our own value + return json.dumps(to_serialize, indent=None, separators=(",", ":"), sort_keys=True) + @dataclass class SimpleRetrieverTestReadDecorator(SimpleRetriever): diff --git a/airbyte-cdk/python/airbyte_cdk/sources/streams/checkpoint/__init__.py b/airbyte-cdk/python/airbyte_cdk/sources/streams/checkpoint/__init__.py index 86a0673c923a..b0defda9c29b 100644 --- a/airbyte-cdk/python/airbyte_cdk/sources/streams/checkpoint/__init__.py +++ b/airbyte-cdk/python/airbyte_cdk/sources/streams/checkpoint/__init__.py @@ -1,7 +1,23 @@ # Copyright (c) 2024 Airbyte, Inc., all rights reserved. -from .checkpoint_reader import CheckpointMode, CheckpointReader, FullRefreshCheckpointReader, IncrementalCheckpointReader, ResumableFullRefreshCheckpointReader +from .checkpoint_reader import ( + CheckpointMode, + CheckpointReader, + CursorBasedCheckpointReader, + FullRefreshCheckpointReader, + IncrementalCheckpointReader, + ResumableFullRefreshCheckpointReader +) from .cursor import Cursor -__all__ = ["CheckpointMode", "CheckpointReader", "Cursor", "FullRefreshCheckpointReader", "IncrementalCheckpointReader", "ResumableFullRefreshCheckpointReader"] + +__all__ = [ + "CheckpointMode", + "CheckpointReader", + "Cursor", + "CursorBasedCheckpointReader", + "FullRefreshCheckpointReader", + "IncrementalCheckpointReader", + "ResumableFullRefreshCheckpointReader" +] diff --git a/airbyte-cdk/python/airbyte_cdk/sources/streams/checkpoint/checkpoint_reader.py b/airbyte-cdk/python/airbyte_cdk/sources/streams/checkpoint/checkpoint_reader.py index acfe9c7ae39d..a1a5f303ed13 100644 --- a/airbyte-cdk/python/airbyte_cdk/sources/streams/checkpoint/checkpoint_reader.py +++ b/airbyte-cdk/python/airbyte_cdk/sources/streams/checkpoint/checkpoint_reader.py @@ -4,6 +4,10 @@ from enum import Enum from typing import Any, Iterable, Mapping, Optional +from airbyte_cdk.sources.types import StreamSlice + +from .cursor import Cursor + class CheckpointMode(Enum): INCREMENTAL = "incremental" @@ -71,6 +75,66 @@ def get_checkpoint(self) -> Optional[Mapping[str, Any]]: return self._state +class CursorBasedCheckpointReader(CheckpointReader): + """ + CursorBasedCheckpointReader is used by streams that implement a Cursor in order to manage state. This allows the checkpoint + reader to delegate the complexity of fetching state to the cursor and focus on the iteration over a stream's partitions. + Right now only low-code connectors provide cursor implementations, but the logic is extensible to any stream that adheres + to the Cursor interface. + """ + + def __init__(self, cursor: Cursor, stream_slices: Iterable[Optional[Mapping[str, Any]]], read_state_from_cursor: bool = False): + # The first attempt of an RFR stream has an empty {} incoming state, but should still make a first attempt to read records + # from the first page in next(). + self._cursor = cursor + self._stream_slices = iter(stream_slices) + self._read_state_from_cursor = read_state_from_cursor + self._current_slice: Optional[StreamSlice] = None + self._finished_sync = False + + def next(self) -> Optional[Mapping[str, Any]]: + try: + if self._current_slice is None: + self._current_slice = self._get_next_slice() + return self._current_slice + if self._read_state_from_cursor: + state_for_slice = self._cursor.select_state(self._current_slice.get("partition")) + if state_for_slice == {"__ab_full_refresh_sync_complete": True}: + self._current_slice = self._get_next_slice() + else: + self._current_slice = StreamSlice(cursor_slice=state_for_slice or {}, partition=self._current_slice.partition) + else: + # Unlike RFR cursors that iterate dynamically based on how stream state is updated, most cursors operate on a + # fixed set of slices determined before reading records. They should just iterate to the next slice + self._current_slice = self._get_next_slice() + return self._current_slice + except StopIteration: + self._finished_sync = True + return None + + def _get_next_slice(self) -> StreamSlice: + next_slice = next(self._stream_slices) + if not isinstance(next_slice, StreamSlice): + raise ValueError( + f"{self._current_slice} should be of type StreamSlice. This is likely a bug in the CDK, please contact Airbyte support" + ) + return next_slice + + def observe(self, new_state: Mapping[str, Any]) -> None: + # Cursor based checkpoint readers don't need to observe the new state because it has already been updated by the cursor + # while processing records + pass + + def get_checkpoint(self) -> Optional[Mapping[str, Any]]: + # This is used to avoid sending a duplicate state message at the end of a sync since the stream has already + # emitted state at the end of each slice. We only emit state if _current_slice is None which indicates we had no + # slices and emitted no record or are currently in the process of emitting records. + if self._current_slice is None or not self._finished_sync: + return self._cursor.get_stream_state() + else: + return None + + class ResumableFullRefreshCheckpointReader(CheckpointReader): """ ResumableFullRefreshCheckpointReader allows for iteration over an unbounded set of records based on the pagination strategy diff --git a/airbyte-cdk/python/airbyte_cdk/sources/streams/checkpoint/cursor.py b/airbyte-cdk/python/airbyte_cdk/sources/streams/checkpoint/cursor.py index bf05b28c5fcd..4fad1364409d 100644 --- a/airbyte-cdk/python/airbyte_cdk/sources/streams/checkpoint/cursor.py +++ b/airbyte-cdk/python/airbyte_cdk/sources/streams/checkpoint/cursor.py @@ -3,7 +3,7 @@ # from abc import ABC, abstractmethod -from typing import Any +from typing import Any, Optional from airbyte_cdk.sources.types import Record, StreamSlice, StreamState @@ -67,3 +67,11 @@ def is_greater_than_or_equal(self, first: Record, second: Record) -> bool: """ Evaluating which record is greater in terms of cursor. This is used to avoid having to capture all the records to close a slice """ + + @abstractmethod + def select_state(self, stream_slice: Optional[StreamSlice] = None) -> Optional[StreamState]: + """ + Get the state value of a specific stream_slice. For incremental or resumable full refresh cursors which only manage state in + a single dimension this is the entire state object. For per-partition cursors used by substreams, this returns the state of + a specific parent delineated by the incoming slice's partition object. + """ diff --git a/airbyte-cdk/python/airbyte_cdk/sources/streams/core.py b/airbyte-cdk/python/airbyte_cdk/sources/streams/core.py index 072893aacb6b..0a5b0359d987 100644 --- a/airbyte-cdk/python/airbyte_cdk/sources/streams/core.py +++ b/airbyte-cdk/python/airbyte_cdk/sources/streams/core.py @@ -15,6 +15,8 @@ from airbyte_cdk.sources.streams.checkpoint import ( CheckpointMode, CheckpointReader, + Cursor, + CursorBasedCheckpointReader, FullRefreshCheckpointReader, IncrementalCheckpointReader, ResumableFullRefreshCheckpointReader, @@ -384,6 +386,14 @@ def get_updated_state( """ return {} + def get_cursor(self) -> Optional[Cursor]: + """ + A Cursor is an interface that a stream can implement to manage how its internal state is read and updated while + reading records. Historically, Python connectors had no concept of a cursor to manage state. Python streams need + need to define a cursor implementation and override this method to manage state through a Cursor. + """ + return None + def _get_checkpoint_reader( self, logger: logging.Logger, @@ -392,6 +402,16 @@ def _get_checkpoint_reader( stream_state: MutableMapping[str, Any], ) -> CheckpointReader: checkpoint_mode = self._checkpoint_mode + cursor = self.get_cursor() + if cursor: + slices = self.stream_slices( + cursor_field=cursor_field, + sync_mode=sync_mode, # todo: change this interface to no longer rely on sync_mode for behavior + stream_state=stream_state, + ) + return CursorBasedCheckpointReader( + stream_slices=slices, cursor=cursor, read_state_from_cursor=checkpoint_mode == CheckpointMode.RESUMABLE_FULL_REFRESH + ) if checkpoint_mode == CheckpointMode.RESUMABLE_FULL_REFRESH: return ResumableFullRefreshCheckpointReader(stream_state=stream_state) else: diff --git a/airbyte-cdk/python/poetry.lock b/airbyte-cdk/python/poetry.lock index c1098fe87df0..041f9f4105b8 100644 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[package.dependencies] @@ -3995,17 +3976,18 @@ widechars = ["wcwidth"] [[package]] name = "tenacity" -version = "8.2.3" +version = "8.3.0" description = "Retry code until it succeeds" optional = true -python-versions = ">=3.7" +python-versions = ">=3.8" files = [ - {file = "tenacity-8.2.3-py3-none-any.whl", hash = "sha256:ce510e327a630c9e1beaf17d42e6ffacc88185044ad85cf74c0a8887c6a0f88c"}, - {file = "tenacity-8.2.3.tar.gz", hash = "sha256:5398ef0d78e63f40007c1fb4c0bff96e1911394d2fa8d194f77619c05ff6cc8a"}, + {file = "tenacity-8.3.0-py3-none-any.whl", hash = "sha256:3649f6443dbc0d9b01b9d8020a9c4ec7a1ff5f6f3c6c8a036ef371f573fe9185"}, + {file = "tenacity-8.3.0.tar.gz", hash = "sha256:953d4e6ad24357bceffbc9707bc74349aca9d245f68eb65419cf0c249a1949a2"}, ] [package.extras] -doc = ["reno", "sphinx", "tornado (>=4.5)"] +doc = ["reno", "sphinx"] +test = ["pytest", "tornado (>=4.5)", "typeguard"] [[package]] name = "threadpoolctl" @@ -4087,13 +4069,13 @@ files = [ [[package]] name = "tqdm" -version = "4.66.2" +version = "4.66.4" description = "Fast, Extensible Progress Meter" optional = true python-versions = ">=3.7" files = [ - {file = "tqdm-4.66.2-py3-none-any.whl", hash = "sha256:1ee4f8a893eb9bef51c6e35730cebf234d5d0b6bd112b0271e10ed7c24a02bd9"}, - {file = "tqdm-4.66.2.tar.gz", hash = "sha256:6cd52cdf0fef0e0f543299cfc96fec90d7b8a7e88745f411ec33eb44d5ed3531"}, + {file = "tqdm-4.66.4-py3-none-any.whl", hash = "sha256:b75ca56b413b030bc3f00af51fd2c1a1a5eac6a0c1cca83cbb37a5c52abce644"}, + {file = "tqdm-4.66.4.tar.gz", hash = "sha256:e4d936c9de8727928f3be6079590e97d9abfe8d39a590be678eb5919ffc186bb"}, ] [package.dependencies] @@ -4345,13 +4327,13 @@ bracex = ">=2.1.1" [[package]] name = "werkzeug" -version = "3.0.2" +version = "3.0.3" description = "The comprehensive WSGI web application library." optional = false python-versions = ">=3.8" files = [ - {file = "werkzeug-3.0.2-py3-none-any.whl", hash = "sha256:3aac3f5da756f93030740bc235d3e09449efcf65f2f55e3602e1d851b8f48795"}, - {file = "werkzeug-3.0.2.tar.gz", hash = "sha256:e39b645a6ac92822588e7b39a692e7828724ceae0b0d702ef96701f90e70128d"}, + {file = "werkzeug-3.0.3-py3-none-any.whl", hash = "sha256:fc9645dc43e03e4d630d23143a04a7f947a9a3b5727cd535fdfe155a17cc48c8"}, + {file = "werkzeug-3.0.3.tar.gz", hash = "sha256:097e5bfda9f0aba8da6b8545146def481d06aa7d3266e7448e2cccf67dd8bd18"}, ] [package.dependencies] diff --git a/airbyte-cdk/python/unit_tests/sources/declarative/incremental/test_resumable_full_refresh_cursor.py b/airbyte-cdk/python/unit_tests/sources/declarative/incremental/test_resumable_full_refresh_cursor.py new file mode 100644 index 000000000000..efdb64c582eb --- /dev/null +++ b/airbyte-cdk/python/unit_tests/sources/declarative/incremental/test_resumable_full_refresh_cursor.py @@ -0,0 +1,21 @@ +# Copyright (c) 2024 Airbyte, Inc., all rights reserved. + +import pytest +from airbyte_cdk.sources.declarative.incremental import ResumableFullRefreshCursor +from airbyte_cdk.sources.types import StreamSlice + + +@pytest.mark.parametrize( + "stream_state, expected_slice", + [ + pytest.param({"updated_at": "2024-04-30"}, StreamSlice(cursor_slice={"updated_at": "2024-04-30"}, partition={}), id="test_set_incoming_stream_state"), + pytest.param({}, StreamSlice(cursor_slice={}, partition={}), id="test_empty_stream_state"), + ] +) +def test_stream_slices(stream_state, expected_slice): + cursor = ResumableFullRefreshCursor(parameters={}) + cursor.set_initial_state(stream_state=stream_state) + + actual_slices = [stream_slice for stream_slice in cursor.stream_slices()] + + assert actual_slices == [expected_slice] diff --git a/airbyte-cdk/python/unit_tests/sources/declarative/parsers/test_model_to_component_factory.py b/airbyte-cdk/python/unit_tests/sources/declarative/parsers/test_model_to_component_factory.py index 6306a854ec6e..fba43c12ea2c 100644 --- a/airbyte-cdk/python/unit_tests/sources/declarative/parsers/test_model_to_component_factory.py +++ b/airbyte-cdk/python/unit_tests/sources/declarative/parsers/test_model_to_component_factory.py @@ -22,7 +22,7 @@ from airbyte_cdk.sources.declarative.declarative_stream import DeclarativeStream from airbyte_cdk.sources.declarative.decoders import JsonDecoder from airbyte_cdk.sources.declarative.extractors import DpathExtractor, RecordFilter, RecordSelector -from airbyte_cdk.sources.declarative.incremental import DatetimeBasedCursor, PerPartitionCursor +from airbyte_cdk.sources.declarative.incremental import DatetimeBasedCursor, PerPartitionCursor, ResumableFullRefreshCursor from airbyte_cdk.sources.declarative.interpolation import InterpolatedString from airbyte_cdk.sources.declarative.models import CheckStream as CheckStreamModel from airbyte_cdk.sources.declarative.models import CompositeErrorHandler as CompositeErrorHandlerModel @@ -659,6 +659,137 @@ def test_stream_with_incremental_and_retriever_with_partition_router(): assert list_stream_slicer._cursor_field.string == "a_key" +def test_resumable_full_refresh_stream(): + content = """ +decoder: + type: JsonDecoder +extractor: + type: DpathExtractor + decoder: "#/decoder" +selector: + type: RecordSelector + record_filter: + type: RecordFilter + condition: "{{ record['id'] > stream_state['id'] }}" +metadata_paginator: + type: DefaultPaginator + page_size_option: + type: RequestOption + inject_into: request_parameter + field_name: page_size + page_token_option: + type: RequestPath + pagination_strategy: + type: "CursorPagination" + cursor_value: "{{ response._metadata.next }}" + page_size: 10 +requester: + type: HttpRequester + url_base: "https://api.sendgrid.com/v3/" + http_method: "GET" + authenticator: + type: BearerAuthenticator + api_token: "{{ config['apikey'] }}" + request_parameters: + unit: "day" +retriever: + paginator: + type: NoPagination +partial_stream: + type: DeclarativeStream + schema_loader: + type: JsonFileSchemaLoader + file_path: "./source_sendgrid/schemas/{{ parameters.name }}.json" +list_stream: + $ref: "#/partial_stream" + $parameters: + name: "lists" + extractor: + $ref: "#/extractor" + field_path: ["{{ parameters['name'] }}"] + name: "lists" + primary_key: "id" + retriever: + $ref: "#/retriever" + requester: + $ref: "#/requester" + path: "{{ next_page_token['next_page_url'] }}" + paginator: + $ref: "#/metadata_paginator" + record_selector: + $ref: "#/selector" + transformations: + - type: AddFields + fields: + - path: ["extra"] + value: "{{ response.to_add }}" +check: + type: CheckStream + stream_names: ["list_stream"] +spec: + type: Spec + documentation_url: https://airbyte.com/#yaml-from-manifest + connection_specification: + title: Test Spec + type: object + required: + - api_key + additionalProperties: false + properties: + api_key: + type: string + airbyte_secret: true + title: API Key + description: Test API Key + order: 0 + advanced_auth: + auth_flow_type: "oauth2.0" + """ + parsed_manifest = YamlDeclarativeSource._parse(content) + resolved_manifest = resolver.preprocess_manifest(parsed_manifest) + resolved_manifest["type"] = "DeclarativeSource" + manifest = transformer.propagate_types_and_parameters("", resolved_manifest, {}) + + stream_manifest = manifest["list_stream"] + assert stream_manifest["type"] == "DeclarativeStream" + stream = factory.create_component(model_type=DeclarativeStreamModel, component_definition=stream_manifest, config=input_config) + + assert isinstance(stream, DeclarativeStream) + assert stream.primary_key == "id" + assert stream.name == "lists" + assert stream._stream_cursor_field.string == "" + + assert isinstance(stream.retriever, SimpleRetriever) + assert stream.retriever.primary_key == stream.primary_key + assert stream.retriever.name == stream.name + + assert isinstance(stream.retriever.record_selector, RecordSelector) + + assert isinstance(stream.retriever.stream_slicer, ResumableFullRefreshCursor) + assert isinstance(stream.retriever.cursor, ResumableFullRefreshCursor) + + assert isinstance(stream.retriever.paginator, DefaultPaginator) + assert isinstance(stream.retriever.paginator.decoder, JsonDecoder) + assert stream.retriever.paginator.page_size_option.field_name.eval(input_config) == "page_size" + assert stream.retriever.paginator.page_size_option.inject_into == RequestOptionType.request_parameter + assert isinstance(stream.retriever.paginator.page_token_option, RequestPath) + assert stream.retriever.paginator.url_base.string == "https://api.sendgrid.com/v3/" + assert stream.retriever.paginator.url_base.default == "https://api.sendgrid.com/v3/" + + assert isinstance(stream.retriever.paginator.pagination_strategy, CursorPaginationStrategy) + assert isinstance(stream.retriever.paginator.pagination_strategy.decoder, JsonDecoder) + assert stream.retriever.paginator.pagination_strategy._cursor_value.string == "{{ response._metadata.next }}" + assert stream.retriever.paginator.pagination_strategy._cursor_value.default == "{{ response._metadata.next }}" + assert stream.retriever.paginator.pagination_strategy.page_size == 10 + + checker = factory.create_component(model_type=CheckStreamModel, component_definition=manifest["check"], config=input_config) + + assert isinstance(checker, CheckStream) + streams_to_check = checker.stream_names + assert len(streams_to_check) == 1 + assert list(streams_to_check)[0] == "list_stream" + + def test_incremental_data_feed(): content = """ selector: diff --git a/airbyte-cdk/python/unit_tests/sources/declarative/requesters/paginators/test_cursor_pagination_strategy.py b/airbyte-cdk/python/unit_tests/sources/declarative/requesters/paginators/test_cursor_pagination_strategy.py index dd7a9d2572ab..b9b0476c9625 100644 --- a/airbyte-cdk/python/unit_tests/sources/declarative/requesters/paginators/test_cursor_pagination_strategy.py +++ b/airbyte-cdk/python/unit_tests/sources/declarative/requesters/paginators/test_cursor_pagination_strategy.py @@ -90,3 +90,18 @@ def test_last_record_is_node_if_no_records(): response = requests.Response() next_page_token = strategy.next_page_token(response, 0, None) assert next_page_token is None + + +def test_reset_with_initial_token(): + strategy = CursorPaginationStrategy( + page_size=10, + cursor_value="{{ response.next_page }}", + config={}, + parameters={}, + ) + + assert strategy.initial_token is None + + strategy.reset("https://for-all-mankind.nasa.com/api/v1/astronauts") + + assert strategy.initial_token == "https://for-all-mankind.nasa.com/api/v1/astronauts" diff --git a/airbyte-cdk/python/unit_tests/sources/declarative/requesters/paginators/test_offset_increment.py b/airbyte-cdk/python/unit_tests/sources/declarative/requesters/paginators/test_offset_increment.py index 326de7b7d197..eba0b5e937e7 100644 --- a/airbyte-cdk/python/unit_tests/sources/declarative/requesters/paginators/test_offset_increment.py +++ b/airbyte-cdk/python/unit_tests/sources/declarative/requesters/paginators/test_offset_increment.py @@ -56,3 +56,22 @@ def test_offset_increment_paginator_strategy_initial_token(inject_on_first_reque paginator_strategy = OffsetIncrement(page_size=20, parameters={}, config={}, inject_on_first_request=inject_on_first_request) assert paginator_strategy.initial_token == expected_initial_token + + +@pytest.mark.parametrize( + "reset_value, expected_initial_token, expected_error", + [ + pytest.param(25, 25, None, id="test_reset_with_offset_value"), + pytest.param(None, 0, None, id="test_reset_with_default"), + pytest.param("Nope", None, ValueError, id="test_reset_with_invalid_value"), + ], +) +def test_offset_increment_reset(reset_value, expected_initial_token, expected_error): + paginator_strategy = OffsetIncrement(page_size=20, parameters={}, config={}, inject_on_first_request=True) + + if expected_error: + with pytest.raises(expected_error): + paginator_strategy.reset(reset_value=reset_value) + else: + paginator_strategy.reset(reset_value=reset_value) + assert paginator_strategy.initial_token == expected_initial_token diff --git a/airbyte-cdk/python/unit_tests/sources/declarative/requesters/paginators/test_page_increment.py b/airbyte-cdk/python/unit_tests/sources/declarative/requesters/paginators/test_page_increment.py index eaa2b41ec07f..1ca14cc60481 100644 --- a/airbyte-cdk/python/unit_tests/sources/declarative/requesters/paginators/test_page_increment.py +++ b/airbyte-cdk/python/unit_tests/sources/declarative/requesters/paginators/test_page_increment.py @@ -68,3 +68,22 @@ def test_page_increment_paginator_strategy_initial_token( ) assert paginator_strategy.initial_token == expected_initial_token + + +@pytest.mark.parametrize( + "reset_value, expected_initial_token, expected_error", + [ + pytest.param(25, 25, None, id="test_reset_with_offset_value"), + pytest.param(None, 0, None, id="test_reset_with_default"), + pytest.param("Nope", None, ValueError, id="test_reset_with_invalid_value"), + ], +) +def test_offset_increment_reset(reset_value, expected_initial_token, expected_error): + paginator_strategy = PageIncrement(page_size=100, parameters={}, config={}, inject_on_first_request=True) + + if expected_error: + with pytest.raises(expected_error): + paginator_strategy.reset(reset_value=reset_value) + else: + paginator_strategy.reset(reset_value=reset_value) + assert paginator_strategy.initial_token == expected_initial_token diff --git a/airbyte-cdk/python/unit_tests/sources/declarative/retrievers/test_simple_retriever.py b/airbyte-cdk/python/unit_tests/sources/declarative/retrievers/test_simple_retriever.py index 0fed6be46cc8..17ca98bc3019 100644 --- a/airbyte-cdk/python/unit_tests/sources/declarative/retrievers/test_simple_retriever.py +++ b/airbyte-cdk/python/unit_tests/sources/declarative/retrievers/test_simple_retriever.py @@ -1,15 +1,19 @@ # # Copyright (c) 2023 Airbyte, Inc., all rights reserved. # + +import json from unittest.mock import MagicMock, Mock, patch import pytest import requests from airbyte_cdk.models import AirbyteLogMessage, AirbyteMessage, Level, SyncMode, Type from airbyte_cdk.sources.declarative.auth.declarative_authenticator import NoAuth -from airbyte_cdk.sources.declarative.incremental import DatetimeBasedCursor, DeclarativeCursor +from airbyte_cdk.sources.declarative.incremental import DatetimeBasedCursor, DeclarativeCursor, ResumableFullRefreshCursor from airbyte_cdk.sources.declarative.partition_routers import SinglePartitionRouter from airbyte_cdk.sources.declarative.requesters.error_handlers.response_status import ResponseStatus +from airbyte_cdk.sources.declarative.requesters.paginators import DefaultPaginator +from airbyte_cdk.sources.declarative.requesters.paginators.strategies import CursorPaginationStrategy, PageIncrement from airbyte_cdk.sources.declarative.requesters.request_option import RequestOptionType from airbyte_cdk.sources.declarative.requesters.requester import HttpMethod from airbyte_cdk.sources.declarative.retrievers.simple_retriever import SimpleRetriever, SimpleRetrieverTestReadDecorator @@ -137,6 +141,227 @@ def test_simple_retriever_with_request_response_logs(mock_http_stream): assert actual_messages[3] == records[1] +@pytest.mark.parametrize( + "initial_state, expected_reset_value, expected_next_page", + [ + pytest.param(None, None, 1, id="test_initial_sync_no_state"), + pytest.param({"next_page_token": 10}, 10, 11, id="test_reset_with_next_page_token"), + ] +) +def test_simple_retriever_resumable_full_refresh_cursor_page_increment(initial_state, expected_reset_value, expected_next_page): + expected_records = [ + Record(data={"id": "abc"}, associated_slice=None), + Record(data={"id": "def"}, associated_slice=None), + Record(data={"id": "ghi"}, associated_slice=None), + Record(data={"id": "jkl"}, associated_slice=None), + Record(data={"id": "mno"}, associated_slice=None), + Record(data={"id": "123"}, associated_slice=None), + Record(data={"id": "456"}, associated_slice=None), + Record(data={"id": "789"}, associated_slice=None), + ] + + response = requests.Response() + response.status_code = 200 + response._content = json.dumps({"data": [record.data for record in expected_records[:5]]}).encode("utf-8") + + requester = MagicMock() + requester.send_request.side_effect = [ + response, + response, + ] + + record_selector = MagicMock() + record_selector.select_records.side_effect = [ + [ + expected_records[0], + expected_records[1], + expected_records[2], + expected_records[3], + expected_records[4], + ], + [ + expected_records[5], + expected_records[6], + expected_records[7], + ] + ] + + page_increment_strategy = PageIncrement(config={}, page_size=5, parameters={}) + paginator = DefaultPaginator(config={}, pagination_strategy=page_increment_strategy, url_base="https://airbyte.io", parameters={}) + paginator.reset = Mock(wraps=paginator.reset) + + stream_slicer = ResumableFullRefreshCursor(parameters={}) + if initial_state: + stream_slicer.set_initial_state(initial_state) + + retriever = SimpleRetriever( + name="stream_name", + primary_key=primary_key, + requester=requester, + paginator=paginator, + record_selector=record_selector, + stream_slicer=stream_slicer, + cursor=stream_slicer, + parameters={}, + config={}, + ) + + stream_slice = list(stream_slicer.stream_slices())[0] + actual_records = [r for r in retriever.read_records(records_schema={}, stream_slice=stream_slice)] + + assert len(actual_records) == 5 + assert actual_records == expected_records[:5] + assert retriever.state == {"next_page_token": expected_next_page} + + actual_records = [r for r in retriever.read_records(records_schema={}, stream_slice=stream_slice)] + assert len(actual_records) == 3 + assert actual_records == expected_records[5:] + assert retriever.state == {"__ab_full_refresh_sync_complete": True} + + paginator.reset.assert_called_once_with(reset_value=expected_reset_value) + + +@pytest.mark.parametrize( + "initial_state, expected_reset_value, expected_next_page", + [ + pytest.param(None, None, 1, id="test_initial_sync_no_state"), + pytest.param( + {"next_page_token": "https://for-all-mankind.nasa.com/api/v1/astronauts?next_page=tracy_stevens"}, + "https://for-all-mankind.nasa.com/api/v1/astronauts?next_page=tracy_stevens", + "https://for-all-mankind.nasa.com/api/v1/astronauts?next_page=gordo_stevens", + id="test_reset_with_next_page_token" + ), + ] +) +def test_simple_retriever_resumable_full_refresh_cursor_reset_cursor_pagination(initial_state, expected_reset_value, expected_next_page): + expected_records = [ + Record(data={"name": "ed_baldwin"}, associated_slice=None), + Record(data={"name": "danielle_poole"}, associated_slice=None), + Record(data={"name": "tracy_stevens"}, associated_slice=None), + Record(data={"name": "deke_slayton"}, associated_slice=None), + Record(data={"name": "molly_cobb"}, associated_slice=None), + Record(data={"name": "gordo_stevens"}, associated_slice=None), + Record(data={"name": "margo_madison"}, associated_slice=None), + Record(data={"name": "ellen_waverly"}, associated_slice=None), + ] + + response_1 = requests.Response() + response_1.status_code = 200 + response_body = { + "data": [r.data for r in expected_records[:5]], + "next_page": "https://for-all-mankind.nasa.com/api/v1/astronauts?next_page=gordo_stevens" + } + response_1._content = json.dumps(response_body).encode("utf-8") + response_2 = requests.Response() + response_2.status_code = 200 + response_body = { + "data": [r.data for r in expected_records[5:]], + } + response_2._content = json.dumps(response_body).encode("utf-8") + + requester = MagicMock() + requester.send_request.side_effect = [ + response_1, + response_2, + ] + + record_selector = MagicMock() + record_selector.select_records.side_effect = [ + [ + expected_records[0], + expected_records[1], + expected_records[2], + expected_records[3], + expected_records[4], + ], + [ + expected_records[5], + expected_records[6], + expected_records[7], + ] + ] + + cursor_pagination_strategy = CursorPaginationStrategy(config={}, cursor_value="{{ response.next_page }}", parameters={}) + paginator = DefaultPaginator(config={}, pagination_strategy=cursor_pagination_strategy, url_base="https://for-all-mankind.nasa.com/api/v1", parameters={}) + paginator.reset = Mock(wraps=paginator.reset) + + stream_slicer = ResumableFullRefreshCursor(parameters={}) + if initial_state: + stream_slicer.set_initial_state(initial_state) + + retriever = SimpleRetriever( + name="stream_name", + primary_key=primary_key, + requester=requester, + paginator=paginator, + record_selector=record_selector, + stream_slicer=stream_slicer, + cursor=stream_slicer, + parameters={}, + config={}, + ) + + stream_slice = list(stream_slicer.stream_slices())[0] + actual_records = [r for r in retriever.read_records(records_schema={}, stream_slice=stream_slice)] + + assert len(actual_records) == 5 + assert actual_records == expected_records[:5] + assert retriever.state == {"next_page_token": "https://for-all-mankind.nasa.com/api/v1/astronauts?next_page=gordo_stevens"} + + actual_records = [r for r in retriever.read_records(records_schema={}, stream_slice=stream_slice)] + assert len(actual_records) == 3 + assert actual_records == expected_records[5:] + assert retriever.state == {"__ab_full_refresh_sync_complete": True} + + paginator.reset.assert_called_once_with(reset_value=expected_reset_value) + + +def test_simple_retriever_resumable_full_refresh_cursor_reset_skip_completed_stream(): + expected_records = [ + Record(data={"id": "abc"}, associated_slice=None), + Record(data={"id": "def"}, associated_slice=None), + ] + + response = requests.Response() + response.status_code = 200 + response._content = json.dumps({}).encode("utf-8") + + requester = MagicMock() + requester.send_request.side_effect = [ + response, + ] + + record_selector = MagicMock() + record_selector.select_records.return_value = [expected_records[0],expected_records[1],] + + page_increment_strategy = PageIncrement(config={}, page_size=5, parameters={}) + paginator = DefaultPaginator(config={}, pagination_strategy=page_increment_strategy, url_base="https://airbyte.io", parameters={}) + paginator.reset = Mock(wraps=paginator.reset) + + stream_slicer = ResumableFullRefreshCursor(parameters={}) + stream_slicer.set_initial_state({"__ab_full_refresh_sync_complete": True}) + + retriever = SimpleRetriever( + name="stream_name", + primary_key=primary_key, + requester=requester, + paginator=paginator, + record_selector=record_selector, + stream_slicer=stream_slicer, + cursor=stream_slicer, + parameters={}, + config={}, + ) + + stream_slice = list(stream_slicer.stream_slices())[0] + actual_records = [r for r in retriever.read_records(records_schema={}, stream_slice=stream_slice)] + + assert len(actual_records) == 0 + assert retriever.state == {"__ab_full_refresh_sync_complete": True} + + paginator.reset.assert_not_called() + + @pytest.mark.parametrize( "test_name, paginator_mapping, stream_slicer_mapping, expected_mapping", [ diff --git a/airbyte-cdk/python/unit_tests/sources/declarative/test_manifest_declarative_source.py b/airbyte-cdk/python/unit_tests/sources/declarative/test_manifest_declarative_source.py index 8a1026776fd3..27a49ebb3067 100644 --- a/airbyte-cdk/python/unit_tests/sources/declarative/test_manifest_declarative_source.py +++ b/airbyte-cdk/python/unit_tests/sources/declarative/test_manifest_declarative_source.py @@ -837,7 +837,7 @@ def _create_page(response_body): ) * 10, [{"ABC": 0}, {"AED": 1}], - [call({}, {}, None)], + [call({}, {})], ), ( "test_read_manifest_with_added_fields", @@ -906,7 +906,7 @@ def _create_page(response_body): ) * 10, [{"ABC": 0, "added_field_key": "added_field_value"}, {"AED": 1, "added_field_key": "added_field_value"}], - [call({}, {}, None)], + [call({}, {})], ), ( "test_read_with_pagination_no_partitions", @@ -980,7 +980,7 @@ def _create_page(response_body): ) * 10, [{"ABC": 0}, {"AED": 1}, {"USD": 2}], - [call({}, {}, None), call({}, {}, {"next_page_token": "next"})], + [call({}, {}), call({"next_page_token": "next"}, {"next_page_token": "next"})], ), ( "test_no_pagination_with_partition_router", diff --git a/airbyte-cdk/python/unit_tests/sources/streams/checkpoint/test_checkpoint_reader.py b/airbyte-cdk/python/unit_tests/sources/streams/checkpoint/test_checkpoint_reader.py index 5c6015d40f35..ea9849aff9ed 100644 --- a/airbyte-cdk/python/unit_tests/sources/streams/checkpoint/test_checkpoint_reader.py +++ b/airbyte-cdk/python/unit_tests/sources/streams/checkpoint/test_checkpoint_reader.py @@ -1,10 +1,15 @@ # Copyright (c) 2024 Airbyte, Inc., all rights reserved. +from unittest.mock import Mock + +import pytest from airbyte_cdk.sources.streams.checkpoint import ( + CursorBasedCheckpointReader, FullRefreshCheckpointReader, IncrementalCheckpointReader, ResumableFullRefreshCheckpointReader, ) +from airbyte_cdk.sources.types import StreamSlice def test_incremental_checkpoint_reader_next_slice(): @@ -87,3 +92,124 @@ def test_full_refresh_checkpoint_reader_substream(): assert checkpoint_reader.get_checkpoint() is None assert checkpoint_reader.next() is None assert checkpoint_reader.get_checkpoint() == {"__ab_no_cursor_state_message": True} + + +def test_cursor_based_checkpoint_reader_incremental(): + expected_slices = [ + StreamSlice(cursor_slice={"start_date": "2024-01-01", "end_date": "2024-02-01"}, partition={}), + StreamSlice(cursor_slice={"start_date": "2024-02-01", "end_date": "2024-03-01"}, partition={}), + StreamSlice(cursor_slice={"start_date": "2024-03-01", "end_date": "2024-04-01"}, partition={}), + ] + + expected_stream_state = {"end_date": "2024-02-01"} + + incremental_cursor = Mock() + incremental_cursor.stream_slices.return_value = expected_slices + incremental_cursor.get_stream_state.return_value = expected_stream_state + + checkpoint_reader = CursorBasedCheckpointReader( + cursor=incremental_cursor, stream_slices=incremental_cursor.stream_slices(), read_state_from_cursor=False + ) + + assert checkpoint_reader.next() == expected_slices[0] + actual_state = checkpoint_reader.get_checkpoint() + assert actual_state == expected_stream_state + assert checkpoint_reader.next() == expected_slices[1] + assert checkpoint_reader.next() == expected_slices[2] + finished = checkpoint_reader.next() + assert finished is None + + # A finished checkpoint_reader should return None for the final checkpoint to avoid emitting duplicate state + assert checkpoint_reader.get_checkpoint() is None + + +def test_cursor_based_checkpoint_reader_resumable_full_refresh(): + expected_slices = [ + StreamSlice(cursor_slice={}, partition={}), + StreamSlice(cursor_slice={"next_page_token": 2}, partition={}), + StreamSlice(cursor_slice={"next_page_token": 3}, partition={}), + StreamSlice(cursor_slice={"next_page_token": 4}, partition={}), + StreamSlice(cursor_slice={"__ab_full_refresh_sync_complete": True}, partition={}), + ] + + expected_stream_state = {"next_page_token": 2} + + rfr_cursor = Mock() + rfr_cursor.stream_slices.return_value = [StreamSlice(cursor_slice={}, partition={})] + rfr_cursor.select_state.side_effect = expected_slices[1:] + rfr_cursor.get_stream_state.return_value = expected_stream_state + + checkpoint_reader = CursorBasedCheckpointReader( + cursor=rfr_cursor, stream_slices=rfr_cursor.stream_slices(), read_state_from_cursor=True + ) + + assert checkpoint_reader.next() == expected_slices[0] + actual_state = checkpoint_reader.get_checkpoint() + assert actual_state == expected_stream_state + assert checkpoint_reader.next() == expected_slices[1] + assert checkpoint_reader.next() == expected_slices[2] + assert checkpoint_reader.next() == expected_slices[3] + finished = checkpoint_reader.next() + assert finished is None + + # A finished checkpoint_reader should return None for the final checkpoint to avoid emitting duplicate state + assert checkpoint_reader.get_checkpoint() is None + + +def test_cursor_based_checkpoint_reader_resumable_full_refresh_parents(): + expected_slices = [ + StreamSlice(cursor_slice={"start_date": "2024-01-01", "end_date": "2024-02-01"}, partition={}), + StreamSlice(cursor_slice={"next_page_token": 2}, partition={}), + StreamSlice(cursor_slice={"next_page_token": 3}, partition={}), + StreamSlice(cursor_slice={"start_date": "2024-02-01", "end_date": "2024-03-01"}, partition={}), + StreamSlice(cursor_slice={"next_page_token": 2}, partition={}), + StreamSlice(cursor_slice={"next_page_token": 3}, partition={}), + ] + + expected_stream_state = {"next_page_token": 2} + + rfr_cursor = Mock() + rfr_cursor.stream_slices.return_value = [ + StreamSlice(cursor_slice={"start_date": "2024-01-01", "end_date": "2024-02-01"}, partition={}), + StreamSlice(cursor_slice={"start_date": "2024-02-01", "end_date": "2024-03-01"}, partition={}), + ] + rfr_cursor.select_state.side_effect = [ + StreamSlice(cursor_slice={"next_page_token": 2}, partition={}), + StreamSlice(cursor_slice={"next_page_token": 3}, partition={}), + StreamSlice(cursor_slice={"__ab_full_refresh_sync_complete": True}, partition={}), + StreamSlice(cursor_slice={"next_page_token": 2}, partition={}), + StreamSlice(cursor_slice={"next_page_token": 3}, partition={}), + StreamSlice(cursor_slice={"__ab_full_refresh_sync_complete": True}, partition={}), + ] + rfr_cursor.get_stream_state.return_value = expected_stream_state + + checkpoint_reader = CursorBasedCheckpointReader( + cursor=rfr_cursor, stream_slices=rfr_cursor.stream_slices(), read_state_from_cursor=True + ) + + assert checkpoint_reader.next() == expected_slices[0] + actual_state = checkpoint_reader.get_checkpoint() + assert actual_state == expected_stream_state + assert checkpoint_reader.next() == expected_slices[1] + assert checkpoint_reader.next() == expected_slices[2] + assert checkpoint_reader.next() == expected_slices[3] + assert checkpoint_reader.next() == expected_slices[4] + assert checkpoint_reader.next() == expected_slices[5] + finished = checkpoint_reader.next() + assert finished is None + + # A finished checkpoint_reader should return None for the final checkpoint to avoid emitting duplicate state + assert checkpoint_reader.get_checkpoint() is None + + +def test_cursor_based_checkpoint_reader_resumable_full_refresh_invalid_slice(): + rfr_cursor = Mock() + rfr_cursor.stream_slices.return_value = [{"invalid": "stream_slice"}] + rfr_cursor.select_state.side_effect = [StreamSlice(cursor_slice={"invalid": "stream_slice"}, partition={})] + + checkpoint_reader = CursorBasedCheckpointReader( + cursor=rfr_cursor, stream_slices=rfr_cursor.stream_slices(), read_state_from_cursor=True + ) + + with pytest.raises(ValueError): + checkpoint_reader.next() diff --git a/airbyte-integrations/connectors/source-freshdesk/source_freshdesk/manifest.yaml b/airbyte-integrations/connectors/source-freshdesk/source_freshdesk/manifest.yaml index 07bc67b49096..2f620500ba4f 100644 --- a/airbyte-integrations/connectors/source-freshdesk/source_freshdesk/manifest.yaml +++ b/airbyte-integrations/connectors/source-freshdesk/source_freshdesk/manifest.yaml @@ -71,7 +71,7 @@ definitions: type: CursorPagination cursor_value: "{{ headers['link']['next']['url'] }}" stop_condition: "{{ 'next' not in headers['link'] }}" - page_size: 100 + page_size: 3 page_size_option: field_name: "per_page" inject_into: "request_parameter" diff --git a/airbyte-integrations/connectors/source-gitlab/integration_tests/sample_state.json b/airbyte-integrations/connectors/source-gitlab/integration_tests/sample_state.json index 468c85356b91..976fcf9d9ee2 100644 --- a/airbyte-integrations/connectors/source-gitlab/integration_tests/sample_state.json +++ b/airbyte-integrations/connectors/source-gitlab/integration_tests/sample_state.json @@ -1,22 +1,9 @@ -{ - "commits": { - "25157276": { - "created_at": "2021-03-18T12:51:05+00:00" - } - }, - "issues": { - "25157276": { - "updated_at": "2021-03-15T16:08:06.041000+00:00" - } - }, - "merge_requests": { - "25157276": { - "updated_at": "2021-03-18T12:51:06.319000+00:00" - } - }, - "pipelines": { - "25157276": { - "updated_at": "2021-03-18T12:51:52.007000+00:00" +[ + { + "type": "STREAM", + "stream": { + "stream_state": { "next_page_token": 6 }, + "stream_descriptor": { "name": "groups_list" } } } -} +]