From adef1e8fb38fb792825c6a4c08d8e81b0fab3851 Mon Sep 17 00:00:00 2001 From: Serhii Lazebnyi <53845333+lazebnyi@users.noreply.github.com> Date: Wed, 18 Dec 2024 01:49:38 +0100 Subject: [PATCH 1/5] feat(low-code cdk): add KeyToSnakeCase transformation (#178) --- .../declarative_component_schema.yaml | 18 +- .../models/declarative_component_schema.py | 15 +- .../keys_to_snake_transformation.py | 68 ++ poetry.lock | 770 +++++++++--------- pyproject.toml | 1 + .../test_keys_to_lower_transformation.py | 2 +- .../test_keys_to_snake_transformation.py | 58 ++ 7 files changed, 548 insertions(+), 384 deletions(-) create mode 100644 airbyte_cdk/sources/declarative/transformations/keys_to_snake_transformation.py create mode 100644 unit_tests/sources/declarative/transformations/test_keys_to_snake_transformation.py diff --git a/airbyte_cdk/sources/declarative/declarative_component_schema.yaml b/airbyte_cdk/sources/declarative/declarative_component_schema.yaml index 461cfa764..10fa2331a 100644 --- a/airbyte_cdk/sources/declarative/declarative_component_schema.yaml +++ b/airbyte_cdk/sources/declarative/declarative_component_schema.yaml @@ -1234,6 +1234,7 @@ definitions: - "$ref": "#/definitions/CustomTransformation" - "$ref": "#/definitions/RemoveFields" - "$ref": "#/definitions/KeysToLower" + - "$ref": "#/definitions/KeysToSnakeCase" state_migrations: title: State Migrations description: Array of state migrations to be applied on the input state @@ -1838,6 +1839,19 @@ definitions: $parameters: type: object additionalProperties: true + KeysToSnakeCase: + title: Key to Snake Case + description: A transformation that renames all keys to snake case. + type: object + required: + - type + properties: + type: + type: string + enum: [KeysToSnakeCase] + $parameters: + type: object + additionalProperties: true IterableDecoder: title: Iterable Decoder description: Use this if the response consists of strings separated by new lines (`\n`). The Decoder will wrap each row into a JSON object with the `record` key. @@ -2160,7 +2174,9 @@ definitions: description: |- The DeclarativeOAuth Specific optional headers to inject while exchanging the `auth_code` to `access_token` during `completeOAuthFlow` step. examples: - - {"Authorization": "Basic {base64Encoder:{client_id}:{client_secret}}"} + - { + "Authorization": "Basic {base64Encoder:{client_id}:{client_secret}}", + } access_token_params: title: Access Token Query Params (Json Encoded) type: object diff --git a/airbyte_cdk/sources/declarative/models/declarative_component_schema.py b/airbyte_cdk/sources/declarative/models/declarative_component_schema.py index 2b4bba030..e45f3afcb 100644 --- a/airbyte_cdk/sources/declarative/models/declarative_component_schema.py +++ b/airbyte_cdk/sources/declarative/models/declarative_component_schema.py @@ -710,6 +710,11 @@ class KeysToLower(BaseModel): parameters: Optional[Dict[str, Any]] = Field(None, alias="$parameters") +class KeysToSnakeCase(BaseModel): + type: Literal["KeysToSnakeCase"] + parameters: Optional[Dict[str, Any]] = Field(None, alias="$parameters") + + class IterableDecoder(BaseModel): type: Literal["IterableDecoder"] @@ -1654,7 +1659,15 @@ class Config: title="Schema Loader", ) transformations: Optional[ - List[Union[AddFields, CustomTransformation, RemoveFields, KeysToLower]] + List[ + Union[ + AddFields, + CustomTransformation, + RemoveFields, + KeysToLower, + KeysToSnakeCase, + ] + ] ] = Field( None, description="A list of transformations to be applied to each output record.", diff --git a/airbyte_cdk/sources/declarative/transformations/keys_to_snake_transformation.py b/airbyte_cdk/sources/declarative/transformations/keys_to_snake_transformation.py new file mode 100644 index 000000000..86e25c399 --- /dev/null +++ b/airbyte_cdk/sources/declarative/transformations/keys_to_snake_transformation.py @@ -0,0 +1,68 @@ +# +# Copyright (c) 2024 Airbyte, Inc., all rights reserved. +# + +import re +from dataclasses import dataclass +from typing import Any, Dict, List, Optional + +import unidecode + +from airbyte_cdk.sources.declarative.transformations import RecordTransformation +from airbyte_cdk.sources.types import Config, StreamSlice, StreamState + + +@dataclass +class KeysToSnakeCaseTransformation(RecordTransformation): + token_pattern: re.Pattern[str] = re.compile( + r"[A-Z]+[a-z]*|[a-z]+|\d+|(?P[^a-zA-Z\d]+)" + ) + + def transform( + self, + record: Dict[str, Any], + config: Optional[Config] = None, + stream_state: Optional[StreamState] = None, + stream_slice: Optional[StreamSlice] = None, + ) -> None: + transformed_record = self._transform_record(record) + record.clear() + record.update(transformed_record) + + def _transform_record(self, record: Dict[str, Any]) -> Dict[str, Any]: + transformed_record = {} + for key, value in record.items(): + transformed_key = self.process_key(key) + transformed_value = value + + if isinstance(value, dict): + transformed_value = self._transform_record(value) + + transformed_record[transformed_key] = transformed_value + return transformed_record + + def process_key(self, key: str) -> str: + key = self.normalize_key(key) + tokens = self.tokenize_key(key) + tokens = self.filter_tokens(tokens) + return self.tokens_to_snake_case(tokens) + + def normalize_key(self, key: str) -> str: + return unidecode.unidecode(key) + + def tokenize_key(self, key: str) -> List[str]: + tokens = [] + for match in self.token_pattern.finditer(key): + token = match.group(0) if match.group("NoToken") is None else "" + tokens.append(token) + return tokens + + def filter_tokens(self, tokens: List[str]) -> List[str]: + if len(tokens) >= 3: + tokens = tokens[:1] + [t for t in tokens[1:-1] if t] + tokens[-1:] + if tokens and tokens[0].isdigit(): + tokens.insert(0, "") + return tokens + + def tokens_to_snake_case(self, tokens: List[str]) -> str: + return "_".join(token.lower() for token in tokens) diff --git a/poetry.lock b/poetry.lock index bca96d5c7..d578c035b 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.4 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand. 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"Unidecode-1.3.8.tar.gz", hash = "sha256:cfdb349d46ed3873ece4586b96aa75258726e2fa8ec21d6f00a591d98806c2f4"}, +] + [[package]] name = "unstructured" version = "0.10.27" @@ -5047,4 +5055,4 @@ vector-db-based = ["cohere", "langchain", "openai", "tiktoken"] [metadata] lock-version = "2.0" python-versions = "^3.10,<3.13" -content-hash = "2b774b097cd8c896e59f37d0ca640503b324ab8aebe8f3ba9b5fc2dfd4b63049" +content-hash = "6576a85d09ddfaa1a54bc0e21a7bc402f4518a6b1e5a02dc391662fff8a0efcc" diff --git a/pyproject.toml b/pyproject.toml index fbc7ad7af..4c7662cd9 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -80,6 +80,7 @@ orjson = "^3.10.7" serpyco-rs = "^1.10.2" sqlalchemy = {version = "^2.0,!=2.0.36", optional = true } xmltodict = "^0.13.0" +Unidecode = "^1.3" [tool.poetry.group.dev.dependencies] freezegun = "*" diff --git a/unit_tests/sources/declarative/transformations/test_keys_to_lower_transformation.py b/unit_tests/sources/declarative/transformations/test_keys_to_lower_transformation.py index cdf52615a..733da79a0 100644 --- a/unit_tests/sources/declarative/transformations/test_keys_to_lower_transformation.py +++ b/unit_tests/sources/declarative/transformations/test_keys_to_lower_transformation.py @@ -12,4 +12,4 @@ def test_transform() -> None: record = {"wIth_CapITal": _ANY_VALUE, "anOThEr_witH_Caps": _ANY_VALUE} KeysToLowerTransformation().transform(record) - assert {"with_capital": _ANY_VALUE, "another_with_caps": _ANY_VALUE} + assert record == {"with_capital": _ANY_VALUE, "another_with_caps": _ANY_VALUE} diff --git a/unit_tests/sources/declarative/transformations/test_keys_to_snake_transformation.py b/unit_tests/sources/declarative/transformations/test_keys_to_snake_transformation.py new file mode 100644 index 000000000..47f1fdcc9 --- /dev/null +++ b/unit_tests/sources/declarative/transformations/test_keys_to_snake_transformation.py @@ -0,0 +1,58 @@ +# +# Copyright (c) 2024 Airbyte, Inc., all rights reserved. +# + +import pytest + +from airbyte_cdk.sources.declarative.transformations.keys_to_snake_transformation import ( + KeysToSnakeCaseTransformation, +) + +_ANY_VALUE = -1 + + +@pytest.mark.parametrize( + "input_keys, expected_keys", + [ + ( + {"FirstName": _ANY_VALUE, "lastName": _ANY_VALUE}, + {"first_name": _ANY_VALUE, "last_name": _ANY_VALUE}, + ), + ( + {"123Number": _ANY_VALUE, "456Another123": _ANY_VALUE}, + {"_123_number": _ANY_VALUE, "_456_another_123": _ANY_VALUE}, + ), + ( + { + "NestedRecord": {"FirstName": _ANY_VALUE, "lastName": _ANY_VALUE}, + "456Another123": _ANY_VALUE, + }, + { + "nested_record": {"first_name": _ANY_VALUE, "last_name": _ANY_VALUE}, + "_456_another_123": _ANY_VALUE, + }, + ), + ( + {"hello@world": _ANY_VALUE, "test#case": _ANY_VALUE}, + {"hello_world": _ANY_VALUE, "test_case": _ANY_VALUE}, + ), + ( + {"MixedUPCase123": _ANY_VALUE, "lowercaseAnd123": _ANY_VALUE}, + {"mixed_upcase_123": _ANY_VALUE, "lowercase_and_123": _ANY_VALUE}, + ), + ({"Café": _ANY_VALUE, "Naïve": _ANY_VALUE}, {"cafe": _ANY_VALUE, "naive": _ANY_VALUE}), + ( + { + "This is a full sentence": _ANY_VALUE, + "Another full sentence with more words": _ANY_VALUE, + }, + { + "this_is_a_full_sentence": _ANY_VALUE, + "another_full_sentence_with_more_words": _ANY_VALUE, + }, + ), + ], +) +def test_keys_transformation(input_keys, expected_keys): + KeysToSnakeCaseTransformation().transform(input_keys) + assert input_keys == expected_keys From 4759654e5f840d3eaf82c9e71bd1eb6bfe361b1a Mon Sep 17 00:00:00 2001 From: Artem Inzhyyants <36314070+artem1205@users.noreply.github.com> Date: Wed, 18 Dec 2024 16:48:57 +0100 Subject: [PATCH 2/5] fix: (HttpClient) rate limit fix unlimited tries (#171) Signed-off-by: Artem Inzhyyants --- airbyte_cdk/sources/streams/http/http_client.py | 6 ++++-- unit_tests/sources/streams/http/test_http_client.py | 7 +++++-- 2 files changed, 9 insertions(+), 4 deletions(-) diff --git a/airbyte_cdk/sources/streams/http/http_client.py b/airbyte_cdk/sources/streams/http/http_client.py index 715484410..c4fa86866 100644 --- a/airbyte_cdk/sources/streams/http/http_client.py +++ b/airbyte_cdk/sources/streams/http/http_client.py @@ -262,7 +262,7 @@ def _send_with_retry( user_backoff_handler = user_defined_backoff_handler(max_tries=max_tries, max_time=max_time)( self._send ) - rate_limit_backoff_handler = rate_limit_default_backoff_handler() + rate_limit_backoff_handler = rate_limit_default_backoff_handler(max_tries=max_tries) backoff_handler = http_client_default_backoff_handler( max_tries=max_tries, max_time=max_time ) @@ -472,7 +472,9 @@ def _handle_error_resolution( elif retry_endlessly: raise RateLimitBackoffException( - request=request, response=response or exc, error_message=error_message + request=request, + response=(response if response is not None else exc), + error_message=error_message, ) raise DefaultBackoffException( diff --git a/unit_tests/sources/streams/http/test_http_client.py b/unit_tests/sources/streams/http/test_http_client.py index 29bac0ec8..5cc6d20e4 100644 --- a/unit_tests/sources/streams/http/test_http_client.py +++ b/unit_tests/sources/streams/http/test_http_client.py @@ -20,6 +20,7 @@ ) from airbyte_cdk.sources.streams.http.exceptions import ( DefaultBackoffException, + RateLimitBackoffException, RequestBodyException, UserDefinedBackoffException, ) @@ -690,10 +691,12 @@ def backoff_time(self, *args, **kwargs): @pytest.mark.parametrize( "exit_on_rate_limit, expected_call_count, expected_error", - [[True, 6, DefaultBackoffException], [False, 38, OverflowError]], + [[True, 6, DefaultBackoffException], [False, 6, RateLimitBackoffException]], ) @pytest.mark.usefixtures("mock_sleep") -def test_backoff_strategy_endless(exit_on_rate_limit, expected_call_count, expected_error): +def test_backoff_strategy_endless( + exit_on_rate_limit: bool, expected_call_count: int, expected_error: Exception +): http_client = HttpClient( name="test", logger=MagicMock(), error_handler=HttpStatusErrorHandler(logger=MagicMock()) ) From f222fccfc782b2cc40e7badb85d46e0271e4d606 Mon Sep 17 00:00:00 2001 From: Serhii Lazebnyi <53845333+lazebnyi@users.noreply.github.com> Date: Wed, 18 Dec 2024 17:09:41 +0100 Subject: [PATCH 3/5] feat(low-code cdk): add flatten fields (#181) --- .../declarative_component_schema.yaml | 13 +++++ .../models/declarative_component_schema.py | 5 ++ .../parsers/model_to_component_factory.py | 12 +++++ .../transformations/flatten_fields.py | 50 +++++++++++++++++ .../transformations/test_flatten_fields.py | 54 +++++++++++++++++++ 5 files changed, 134 insertions(+) create mode 100644 airbyte_cdk/sources/declarative/transformations/flatten_fields.py create mode 100644 unit_tests/sources/declarative/transformations/test_flatten_fields.py diff --git a/airbyte_cdk/sources/declarative/declarative_component_schema.yaml b/airbyte_cdk/sources/declarative/declarative_component_schema.yaml index 10fa2331a..ff8ee683f 100644 --- a/airbyte_cdk/sources/declarative/declarative_component_schema.yaml +++ b/airbyte_cdk/sources/declarative/declarative_component_schema.yaml @@ -1852,6 +1852,19 @@ definitions: $parameters: type: object additionalProperties: true + FlattenFields: + title: Flatten Fields + description: A transformation that flatten record to single level format. + type: object + required: + - type + properties: + type: + type: string + enum: [FlattenFields] + $parameters: + type: object + additionalProperties: true IterableDecoder: title: Iterable Decoder description: Use this if the response consists of strings separated by new lines (`\n`). The Decoder will wrap each row into a JSON object with the `record` key. diff --git a/airbyte_cdk/sources/declarative/models/declarative_component_schema.py b/airbyte_cdk/sources/declarative/models/declarative_component_schema.py index e45f3afcb..8bd29fdbf 100644 --- a/airbyte_cdk/sources/declarative/models/declarative_component_schema.py +++ b/airbyte_cdk/sources/declarative/models/declarative_component_schema.py @@ -715,6 +715,11 @@ class KeysToSnakeCase(BaseModel): parameters: Optional[Dict[str, Any]] = Field(None, alias="$parameters") +class FlattenFields(BaseModel): + type: Literal["FlattenFields"] + parameters: Optional[Dict[str, Any]] = Field(None, alias="$parameters") + + class IterableDecoder(BaseModel): type: Literal["IterableDecoder"] diff --git a/airbyte_cdk/sources/declarative/parsers/model_to_component_factory.py b/airbyte_cdk/sources/declarative/parsers/model_to_component_factory.py index 215d6fff9..3ff6a8712 100644 --- a/airbyte_cdk/sources/declarative/parsers/model_to_component_factory.py +++ b/airbyte_cdk/sources/declarative/parsers/model_to_component_factory.py @@ -197,6 +197,9 @@ from airbyte_cdk.sources.declarative.models.declarative_component_schema import ( ExponentialBackoffStrategy as ExponentialBackoffStrategyModel, ) +from airbyte_cdk.sources.declarative.models.declarative_component_schema import ( + FlattenFields as FlattenFieldsModel, +) from airbyte_cdk.sources.declarative.models.declarative_component_schema import ( GzipJsonDecoder as GzipJsonDecoderModel, ) @@ -387,6 +390,9 @@ RemoveFields, ) from airbyte_cdk.sources.declarative.transformations.add_fields import AddedFieldDefinition +from airbyte_cdk.sources.declarative.transformations.flatten_fields import ( + FlattenFields, +) from airbyte_cdk.sources.declarative.transformations.keys_to_lower_transformation import ( KeysToLowerTransformation, ) @@ -472,6 +478,7 @@ def _init_mappings(self) -> None: JsonlDecoderModel: self.create_jsonl_decoder, GzipJsonDecoderModel: self.create_gzipjson_decoder, KeysToLowerModel: self.create_keys_to_lower_transformation, + FlattenFieldsModel: self.create_flatten_fields, IterableDecoderModel: self.create_iterable_decoder, XmlDecoderModel: self.create_xml_decoder, JsonFileSchemaLoaderModel: self.create_json_file_schema_loader, @@ -587,6 +594,11 @@ def create_keys_to_lower_transformation( ) -> KeysToLowerTransformation: return KeysToLowerTransformation() + def create_flatten_fields( + self, model: FlattenFieldsModel, config: Config, **kwargs: Any + ) -> FlattenFields: + return FlattenFields() + @staticmethod def _json_schema_type_name_to_type(value_type: Optional[ValueType]) -> Optional[Type[Any]]: if not value_type: diff --git a/airbyte_cdk/sources/declarative/transformations/flatten_fields.py b/airbyte_cdk/sources/declarative/transformations/flatten_fields.py new file mode 100644 index 000000000..0cc30839a --- /dev/null +++ b/airbyte_cdk/sources/declarative/transformations/flatten_fields.py @@ -0,0 +1,50 @@ +# +# Copyright (c) 2024 Airbyte, Inc., all rights reserved. +# + +from dataclasses import dataclass +from typing import Any, Dict, Optional + +from airbyte_cdk.sources.declarative.transformations import RecordTransformation +from airbyte_cdk.sources.types import Config, StreamSlice, StreamState + + +@dataclass +class FlattenFields(RecordTransformation): + def transform( + self, + record: Dict[str, Any], + config: Optional[Config] = None, + stream_state: Optional[StreamState] = None, + stream_slice: Optional[StreamSlice] = None, + ) -> None: + transformed_record = self.flatten_record(record) + record.clear() + record.update(transformed_record) + + def flatten_record(self, record: Dict[str, Any]) -> Dict[str, Any]: + stack = [(record, "_")] + transformed_record: Dict[str, Any] = {} + force_with_parent_name = False + + while stack: + current_record, parent_key = stack.pop() + + if isinstance(current_record, dict): + for current_key, value in current_record.items(): + new_key = ( + f"{parent_key}.{current_key}" + if (current_key in transformed_record or force_with_parent_name) + else current_key + ) + stack.append((value, new_key)) + + elif isinstance(current_record, list): + for i, item in enumerate(current_record): + force_with_parent_name = True + stack.append((item, f"{parent_key}.{i}")) + + else: + transformed_record[parent_key] = current_record + + return transformed_record diff --git a/unit_tests/sources/declarative/transformations/test_flatten_fields.py b/unit_tests/sources/declarative/transformations/test_flatten_fields.py new file mode 100644 index 000000000..4cf53a545 --- /dev/null +++ b/unit_tests/sources/declarative/transformations/test_flatten_fields.py @@ -0,0 +1,54 @@ +# +# Copyright (c) 2024 Airbyte, Inc., all rights reserved. +# + +import pytest + +from airbyte_cdk.sources.declarative.transformations.flatten_fields import ( + FlattenFields, +) + + +@pytest.mark.parametrize( + "input_record, expected_output", + [ + ({"FirstName": "John", "LastName": "Doe"}, {"FirstName": "John", "LastName": "Doe"}), + ({"123Number": 123, "456Another123": 456}, {"123Number": 123, "456Another123": 456}), + ( + { + "NestedRecord": {"FirstName": "John", "LastName": "Doe"}, + "456Another123": 456, + }, + { + "FirstName": "John", + "LastName": "Doe", + "456Another123": 456, + }, + ), + ( + {"ListExample": [{"A": "a"}, {"A": "b"}]}, + {"ListExample.0.A": "a", "ListExample.1.A": "b"}, + ), + ( + { + "MixedCase123": { + "Nested": [{"Key": {"Value": "test1"}}, {"Key": {"Value": "test2"}}] + }, + "SimpleKey": "SimpleValue", + }, + { + "Nested.0.Key.Value": "test1", + "Nested.1.Key.Value": "test2", + "SimpleKey": "SimpleValue", + }, + ), + ( + {"List": ["Item1", "Item2", "Item3"]}, + {"List.0": "Item1", "List.1": "Item2", "List.2": "Item3"}, + ), + ], +) +def test_flatten_fields(input_record, expected_output): + flattener = FlattenFields() + flattener.transform(input_record) + assert input_record == expected_output From 9563c3399e4b6a21babffe220e66506a72cfa3ef Mon Sep 17 00:00:00 2001 From: Serhii Lazebnyi <53845333+lazebnyi@users.noreply.github.com> Date: Wed, 18 Dec 2024 17:52:14 +0100 Subject: [PATCH 4/5] feat(low-code cdk): add transformation to dynamic schema loader (#176) --- .../declarative_component_schema.yaml | 13 +++ .../models/declarative_component_schema.py | 17 ++++ .../parsers/model_to_component_factory.py | 20 +++++ .../schema/dynamic_schema_loader.py | 23 ++++- .../schema/test_dynamic_schema_loader.py | 28 +++++-- .../test_manifest_declarative_source.py | 84 +++++++++++++++++++ 6 files changed, 176 insertions(+), 9 deletions(-) diff --git a/airbyte_cdk/sources/declarative/declarative_component_schema.yaml b/airbyte_cdk/sources/declarative/declarative_component_schema.yaml index ff8ee683f..662dce349 100644 --- a/airbyte_cdk/sources/declarative/declarative_component_schema.yaml +++ b/airbyte_cdk/sources/declarative/declarative_component_schema.yaml @@ -1235,6 +1235,7 @@ definitions: - "$ref": "#/definitions/RemoveFields" - "$ref": "#/definitions/KeysToLower" - "$ref": "#/definitions/KeysToSnakeCase" + - "$ref": "#/definitions/FlattenFields" state_migrations: title: State Migrations description: Array of state migrations to be applied on the input state @@ -1767,6 +1768,18 @@ definitions: - "$ref": "#/definitions/AsyncRetriever" - "$ref": "#/definitions/CustomRetriever" - "$ref": "#/definitions/SimpleRetriever" + schema_transformations: + title: Schema Transformations + description: A list of transformations to be applied to the schema. + type: array + items: + anyOf: + - "$ref": "#/definitions/AddFields" + - "$ref": "#/definitions/CustomTransformation" + - "$ref": "#/definitions/RemoveFields" + - "$ref": "#/definitions/KeysToLower" + - "$ref": "#/definitions/KeysToSnakeCase" + - "$ref": "#/definitions/FlattenFields" schema_type_identifier: "$ref": "#/definitions/SchemaTypeIdentifier" $parameters: diff --git a/airbyte_cdk/sources/declarative/models/declarative_component_schema.py b/airbyte_cdk/sources/declarative/models/declarative_component_schema.py index 8bd29fdbf..1d980ca60 100644 --- a/airbyte_cdk/sources/declarative/models/declarative_component_schema.py +++ b/airbyte_cdk/sources/declarative/models/declarative_component_schema.py @@ -1671,6 +1671,7 @@ class Config: RemoveFields, KeysToLower, KeysToSnakeCase, + FlattenFields, ] ] ] = Field( @@ -1836,6 +1837,22 @@ class DynamicSchemaLoader(BaseModel): description="Component used to coordinate how records are extracted across stream slices and request pages.", title="Retriever", ) + schema_transformations: Optional[ + List[ + Union[ + AddFields, + CustomTransformation, + RemoveFields, + KeysToLower, + KeysToSnakeCase, + FlattenFields, + ] + ] + ] = Field( + None, + description="A list of transformations to be applied to the schema.", + title="Schema Transformations", + ) schema_type_identifier: SchemaTypeIdentifier parameters: Optional[Dict[str, Any]] = Field(None, alias="$parameters") diff --git a/airbyte_cdk/sources/declarative/parsers/model_to_component_factory.py b/airbyte_cdk/sources/declarative/parsers/model_to_component_factory.py index 3ff6a8712..5d62a15d4 100644 --- a/airbyte_cdk/sources/declarative/parsers/model_to_component_factory.py +++ b/airbyte_cdk/sources/declarative/parsers/model_to_component_factory.py @@ -239,6 +239,9 @@ from airbyte_cdk.sources.declarative.models.declarative_component_schema import ( KeysToLower as KeysToLowerModel, ) +from airbyte_cdk.sources.declarative.models.declarative_component_schema import ( + KeysToSnakeCase as KeysToSnakeCaseModel, +) from airbyte_cdk.sources.declarative.models.declarative_component_schema import ( LegacySessionTokenAuthenticator as LegacySessionTokenAuthenticatorModel, ) @@ -396,6 +399,9 @@ from airbyte_cdk.sources.declarative.transformations.keys_to_lower_transformation import ( KeysToLowerTransformation, ) +from airbyte_cdk.sources.declarative.transformations.keys_to_snake_transformation import ( + KeysToSnakeCaseTransformation, +) from airbyte_cdk.sources.message import ( InMemoryMessageRepository, LogAppenderMessageRepositoryDecorator, @@ -478,6 +484,7 @@ def _init_mappings(self) -> None: JsonlDecoderModel: self.create_jsonl_decoder, GzipJsonDecoderModel: self.create_gzipjson_decoder, KeysToLowerModel: self.create_keys_to_lower_transformation, + KeysToSnakeCaseModel: self.create_keys_to_snake_transformation, FlattenFieldsModel: self.create_flatten_fields, IterableDecoderModel: self.create_iterable_decoder, XmlDecoderModel: self.create_xml_decoder, @@ -594,6 +601,11 @@ def create_keys_to_lower_transformation( ) -> KeysToLowerTransformation: return KeysToLowerTransformation() + def create_keys_to_snake_transformation( + self, model: KeysToSnakeCaseModel, config: Config, **kwargs: Any + ) -> KeysToSnakeCaseTransformation: + return KeysToSnakeCaseTransformation() + def create_flatten_fields( self, model: FlattenFieldsModel, config: Config, **kwargs: Any ) -> FlattenFields: @@ -1650,6 +1662,13 @@ def create_dynamic_schema_loader( model.retriever, stream_slicer ) + schema_transformations = [] + if model.schema_transformations: + for transformation_model in model.schema_transformations: + schema_transformations.append( + self._create_component_from_model(model=transformation_model, config=config) + ) + retriever = self._create_component_from_model( model=model.retriever, config=config, @@ -1664,6 +1683,7 @@ def create_dynamic_schema_loader( return DynamicSchemaLoader( retriever=retriever, config=config, + schema_transformations=schema_transformations, schema_type_identifier=schema_type_identifier, parameters=model.parameters or {}, ) diff --git a/airbyte_cdk/sources/declarative/schema/dynamic_schema_loader.py b/airbyte_cdk/sources/declarative/schema/dynamic_schema_loader.py index 95b5bf0ae..16347a436 100644 --- a/airbyte_cdk/sources/declarative/schema/dynamic_schema_loader.py +++ b/airbyte_cdk/sources/declarative/schema/dynamic_schema_loader.py @@ -4,7 +4,7 @@ from copy import deepcopy -from dataclasses import InitVar, dataclass +from dataclasses import InitVar, dataclass, field from typing import Any, List, Mapping, MutableMapping, Optional, Union import dpath @@ -13,8 +13,9 @@ from airbyte_cdk.sources.declarative.interpolation.interpolated_string import InterpolatedString from airbyte_cdk.sources.declarative.retrievers.retriever import Retriever from airbyte_cdk.sources.declarative.schema.schema_loader import SchemaLoader +from airbyte_cdk.sources.declarative.transformations import RecordTransformation from airbyte_cdk.sources.source import ExperimentalClassWarning -from airbyte_cdk.sources.types import Config +from airbyte_cdk.sources.types import Config, StreamSlice, StreamState AIRBYTE_DATA_TYPES: Mapping[str, Mapping[str, Any]] = { "string": {"type": ["null", "string"]}, @@ -103,6 +104,7 @@ class DynamicSchemaLoader(SchemaLoader): config: Config parameters: InitVar[Mapping[str, Any]] schema_type_identifier: SchemaTypeIdentifier + schema_transformations: List[RecordTransformation] = field(default_factory=lambda: []) def get_json_schema(self) -> Mapping[str, Any]: """ @@ -128,12 +130,27 @@ def get_json_schema(self) -> Mapping[str, Any]: ) properties[key] = value + transformed_properties = self._transform(properties, {}) + return { "$schema": "http://json-schema.org/draft-07/schema#", "type": "object", - "properties": properties, + "properties": transformed_properties, } + def _transform( + self, + properties: Mapping[str, Any], + stream_state: StreamState, + stream_slice: Optional[StreamSlice] = None, + ) -> Mapping[str, Any]: + for transformation in self.schema_transformations: + transformation.transform( + properties, # type: ignore # properties has type Mapping[str, Any], but Dict[str, Any] expected + config=self.config, + ) + return properties + def _get_key( self, raw_schema: MutableMapping[str, Any], diff --git a/unit_tests/sources/declarative/schema/test_dynamic_schema_loader.py b/unit_tests/sources/declarative/schema/test_dynamic_schema_loader.py index c35f917cd..a042cd236 100644 --- a/unit_tests/sources/declarative/schema/test_dynamic_schema_loader.py +++ b/unit_tests/sources/declarative/schema/test_dynamic_schema_loader.py @@ -64,6 +64,21 @@ }, "paginator": {"type": "NoPagination"}, }, + "schema_transformations": [ + { + "type": "AddFields", + "fields": [ + { + "type": "AddedFieldDefinition", + "path": ["StaticField"], + "value": "{{ {'type': ['null', 'string']} }}", + } + ], + }, + { + "type": "KeysToSnakeCase", + }, + ], "schema_type_identifier": { "schema_pointer": ["fields"], "key_pointer": ["name"], @@ -230,8 +245,9 @@ def test_dynamic_schema_loader_manifest_flow(): "type": "object", "properties": { "id": {"type": ["null", "integer"]}, - "name": {"type": ["null", "string"]}, + "first_name": {"type": ["null", "string"]}, "description": {"type": ["null", "string"]}, + "static_field": {"type": ["null", "string"]}, }, } @@ -245,8 +261,8 @@ def test_dynamic_schema_loader_manifest_flow(): HttpResponse( body=json.dumps( [ - {"id": 1, "name": "member_1", "description": "First member"}, - {"id": 2, "name": "member_2", "description": "Second member"}, + {"id": 1, "first_name": "member_1", "description": "First member"}, + {"id": 2, "first_name": "member_2", "description": "Second member"}, ] ) ), @@ -257,9 +273,9 @@ def test_dynamic_schema_loader_manifest_flow(): body=json.dumps( { "fields": [ - {"name": "id", "type": "integer"}, - {"name": "name", "type": "string"}, - {"name": "description", "type": "singleLineText"}, + {"name": "Id", "type": "integer"}, + {"name": "FirstName", "type": "string"}, + {"name": "Description", "type": "singleLineText"}, ] } ) diff --git a/unit_tests/sources/declarative/test_manifest_declarative_source.py b/unit_tests/sources/declarative/test_manifest_declarative_source.py index ea92bac5e..a132757a6 100644 --- a/unit_tests/sources/declarative/test_manifest_declarative_source.py +++ b/unit_tests/sources/declarative/test_manifest_declarative_source.py @@ -1367,6 +1367,90 @@ def _create_page(response_body): ], [call({}, {})], ), + ( + "test_read_manifest_with_flatten_fields", + { + "version": "0.34.2", + "type": "DeclarativeSource", + "check": {"type": "CheckStream", "stream_names": ["Rates"]}, + "streams": [ + { + "type": "DeclarativeStream", + "name": "Rates", + "primary_key": [], + "schema_loader": { + "type": "InlineSchemaLoader", + "schema": { + "$schema": "http://json-schema.org/schema#", + "properties": { + "ABC": {"type": "number"}, + "AED": {"type": "number"}, + }, + "type": "object", + }, + }, + "transformations": [{"type": "FlattenFields"}], + "retriever": { + "type": "SimpleRetriever", + "requester": { + "type": "HttpRequester", + "url_base": "https://api.apilayer.com", + "path": "/exchangerates_data/latest", + "http_method": "GET", + "request_parameters": {}, + "request_headers": {}, + "request_body_json": {}, + "authenticator": { + "type": "ApiKeyAuthenticator", + "header": "apikey", + "api_token": "{{ config['api_key'] }}", + }, + }, + "record_selector": { + "type": "RecordSelector", + "extractor": {"type": "DpathExtractor", "field_path": ["rates"]}, + }, + "paginator": {"type": "NoPagination"}, + }, + } + ], + "spec": { + "connection_specification": { + "$schema": "http://json-schema.org/draft-07/schema#", + "type": "object", + "required": ["api_key"], + "properties": { + "api_key": { + "type": "string", + "title": "API Key", + "airbyte_secret": True, + } + }, + "additionalProperties": True, + }, + "documentation_url": "https://example.org", + "type": "Spec", + }, + }, + ( + _create_page( + { + "rates": [ + {"nested_fields": {"ABC": 0}, "id": 1}, + {"nested_fields": {"AED": 1}, "id": 2}, + ], + "_metadata": {"next": "next"}, + } + ), + _create_page({"rates": [{"USD": 2}], "_metadata": {"next": "next"}}), + ) + * 10, + [ + {"ABC": 0, "id": 1}, + {"AED": 1, "id": 2}, + ], + [call({}, {})], + ), ( "test_read_with_pagination_no_partitions", { From 57e1b524e2c55b2c1e8b80da38c0cfda3c6a385a Mon Sep 17 00:00:00 2001 From: Brian Lai <51336873+brianjlai@users.noreply.github.com> Date: Wed, 18 Dec 2024 11:22:25 -0800 Subject: [PATCH 5/5] fix(Low-Code Concurrent CDK): Refactor the low-code AsyncRetriever to use an underlying StreamSlicer (#170) --- .../parsers/model_to_component_factory.py | 21 ++-- .../declarative/partition_routers/__init__.py | 10 +- .../async_job_partition_router.py | 65 ++++++++++++ .../declarative/retrievers/async_retriever.py | 39 ++----- .../declarative/async_job/test_integration.py | 21 ++-- .../test_model_to_component_factory.py | 100 ++++++++++++++++++ .../test_async_job_partition_router.py | 84 +++++++++++++++ 7 files changed, 295 insertions(+), 45 deletions(-) create mode 100644 airbyte_cdk/sources/declarative/partition_routers/async_job_partition_router.py create mode 100644 unit_tests/sources/declarative/partition_routers/test_async_job_partition_router.py diff --git a/airbyte_cdk/sources/declarative/parsers/model_to_component_factory.py b/airbyte_cdk/sources/declarative/parsers/model_to_component_factory.py index 5d62a15d4..a0551be26 100644 --- a/airbyte_cdk/sources/declarative/parsers/model_to_component_factory.py +++ b/airbyte_cdk/sources/declarative/parsers/model_to_component_factory.py @@ -329,6 +329,9 @@ SinglePartitionRouter, SubstreamPartitionRouter, ) +from airbyte_cdk.sources.declarative.partition_routers.async_job_partition_router import ( + AsyncJobPartitionRouter, +) from airbyte_cdk.sources.declarative.partition_routers.substream_partition_router import ( ParentStreamConfig, ) @@ -2260,22 +2263,28 @@ def create_async_retriever( urls_extractor=urls_extractor, ) - return AsyncRetriever( + async_job_partition_router = AsyncJobPartitionRouter( job_orchestrator_factory=lambda stream_slices: AsyncJobOrchestrator( job_repository, stream_slices, - JobTracker( - 1 - ), # FIXME eventually make the number of concurrent jobs in the API configurable. Until then, we limit to 1 + JobTracker(1), + # FIXME eventually make the number of concurrent jobs in the API configurable. Until then, we limit to 1 self._message_repository, - has_bulk_parent=False, # FIXME work would need to be done here in order to detect if a stream as a parent stream that is bulk + has_bulk_parent=False, + # FIXME work would need to be done here in order to detect if a stream as a parent stream that is bulk ), - record_selector=record_selector, stream_slicer=stream_slicer, config=config, parameters=model.parameters or {}, ) + return AsyncRetriever( + record_selector=record_selector, + stream_slicer=async_job_partition_router, + config=config, + parameters=model.parameters or {}, + ) + @staticmethod def create_spec(model: SpecModel, config: Config, **kwargs: Any) -> Spec: return Spec( diff --git a/airbyte_cdk/sources/declarative/partition_routers/__init__.py b/airbyte_cdk/sources/declarative/partition_routers/__init__.py index 9487f5e1d..4e51ff657 100644 --- a/airbyte_cdk/sources/declarative/partition_routers/__init__.py +++ b/airbyte_cdk/sources/declarative/partition_routers/__init__.py @@ -2,10 +2,18 @@ # Copyright (c) 2022 Airbyte, Inc., all rights reserved. # +from airbyte_cdk.sources.declarative.partition_routers.async_job_partition_router import AsyncJobPartitionRouter from airbyte_cdk.sources.declarative.partition_routers.cartesian_product_stream_slicer import CartesianProductStreamSlicer from airbyte_cdk.sources.declarative.partition_routers.list_partition_router import ListPartitionRouter from airbyte_cdk.sources.declarative.partition_routers.single_partition_router import SinglePartitionRouter from airbyte_cdk.sources.declarative.partition_routers.substream_partition_router import SubstreamPartitionRouter from airbyte_cdk.sources.declarative.partition_routers.partition_router import PartitionRouter -__all__ = ["CartesianProductStreamSlicer", "ListPartitionRouter", "SinglePartitionRouter", "SubstreamPartitionRouter", "PartitionRouter"] +__all__ = [ + "AsyncJobPartitionRouter", + "CartesianProductStreamSlicer", + "ListPartitionRouter", + "SinglePartitionRouter", + "SubstreamPartitionRouter", + "PartitionRouter" +] diff --git a/airbyte_cdk/sources/declarative/partition_routers/async_job_partition_router.py b/airbyte_cdk/sources/declarative/partition_routers/async_job_partition_router.py new file mode 100644 index 000000000..0f11820f7 --- /dev/null +++ b/airbyte_cdk/sources/declarative/partition_routers/async_job_partition_router.py @@ -0,0 +1,65 @@ +# Copyright (c) 2024 Airbyte, Inc., all rights reserved. + +from dataclasses import InitVar, dataclass, field +from typing import Any, Callable, Iterable, Mapping, Optional + +from airbyte_cdk.models import FailureType +from airbyte_cdk.sources.declarative.async_job.job_orchestrator import ( + AsyncJobOrchestrator, + AsyncPartition, +) +from airbyte_cdk.sources.declarative.partition_routers.single_partition_router import ( + SinglePartitionRouter, +) +from airbyte_cdk.sources.streams.concurrent.partitions.stream_slicer import StreamSlicer +from airbyte_cdk.sources.types import Config, StreamSlice +from airbyte_cdk.utils.traced_exception import AirbyteTracedException + + +@dataclass +class AsyncJobPartitionRouter(StreamSlicer): + """ + Partition router that creates async jobs in a source API, periodically polls for job + completion, and supplies the completed job URL locations as stream slices so that + records can be extracted. + """ + + config: Config + parameters: InitVar[Mapping[str, Any]] + job_orchestrator_factory: Callable[[Iterable[StreamSlice]], AsyncJobOrchestrator] + stream_slicer: StreamSlicer = field( + default_factory=lambda: SinglePartitionRouter(parameters={}) + ) + + def __post_init__(self, parameters: Mapping[str, Any]) -> None: + self._job_orchestrator_factory = self.job_orchestrator_factory + self._job_orchestrator: Optional[AsyncJobOrchestrator] = None + self._parameters = parameters + + def stream_slices(self) -> Iterable[StreamSlice]: + slices = self.stream_slicer.stream_slices() + self._job_orchestrator = self._job_orchestrator_factory(slices) + + for completed_partition in self._job_orchestrator.create_and_get_completed_partitions(): + yield StreamSlice( + partition=dict(completed_partition.stream_slice.partition) + | {"partition": completed_partition}, + cursor_slice=completed_partition.stream_slice.cursor_slice, + ) + + def fetch_records(self, partition: AsyncPartition) -> Iterable[Mapping[str, Any]]: + """ + This method of fetching records extends beyond what a PartitionRouter/StreamSlicer should + be responsible for. However, this was added in because the JobOrchestrator is required to + retrieve records. And without defining fetch_records() on this class, we're stuck with either + passing the JobOrchestrator to the AsyncRetriever or storing it on multiple classes. + """ + + if not self._job_orchestrator: + raise AirbyteTracedException( + message="Invalid state within AsyncJobRetriever. Please contact Airbyte Support", + internal_message="AsyncPartitionRepository is expected to be accessed only after `stream_slices`", + failure_type=FailureType.system_error, + ) + + return self._job_orchestrator.fetch_records(partition=partition) diff --git a/airbyte_cdk/sources/declarative/retrievers/async_retriever.py b/airbyte_cdk/sources/declarative/retrievers/async_retriever.py index 3d9a3ead9..d75237b03 100644 --- a/airbyte_cdk/sources/declarative/retrievers/async_retriever.py +++ b/airbyte_cdk/sources/declarative/retrievers/async_retriever.py @@ -1,8 +1,8 @@ # Copyright (c) 2024 Airbyte, Inc., all rights reserved. -from dataclasses import InitVar, dataclass, field -from typing import Any, Callable, Iterable, Mapping, Optional +from dataclasses import InitVar, dataclass +from typing import Any, Iterable, Mapping, Optional from typing_extensions import deprecated @@ -12,9 +12,10 @@ AsyncPartition, ) from airbyte_cdk.sources.declarative.extractors.record_selector import RecordSelector -from airbyte_cdk.sources.declarative.partition_routers import SinglePartitionRouter +from airbyte_cdk.sources.declarative.partition_routers.async_job_partition_router import ( + AsyncJobPartitionRouter, +) from airbyte_cdk.sources.declarative.retrievers import Retriever -from airbyte_cdk.sources.declarative.stream_slicers import StreamSlicer from airbyte_cdk.sources.source import ExperimentalClassWarning from airbyte_cdk.sources.streams.core import StreamData from airbyte_cdk.sources.types import Config, StreamSlice, StreamState @@ -29,15 +30,10 @@ class AsyncRetriever(Retriever): config: Config parameters: InitVar[Mapping[str, Any]] - job_orchestrator_factory: Callable[[Iterable[StreamSlice]], AsyncJobOrchestrator] record_selector: RecordSelector - stream_slicer: StreamSlicer = field( - default_factory=lambda: SinglePartitionRouter(parameters={}) - ) + stream_slicer: AsyncJobPartitionRouter def __post_init__(self, parameters: Mapping[str, Any]) -> None: - self._job_orchestrator_factory = self.job_orchestrator_factory - self.__job_orchestrator: Optional[AsyncJobOrchestrator] = None self._parameters = parameters @property @@ -54,17 +50,6 @@ def state(self, value: StreamState) -> None: """ pass - @property - def _job_orchestrator(self) -> AsyncJobOrchestrator: - if not self.__job_orchestrator: - raise AirbyteTracedException( - message="Invalid state within AsyncJobRetriever. Please contact Airbyte Support", - internal_message="AsyncPartitionRepository is expected to be accessed only after `stream_slices`", - failure_type=FailureType.system_error, - ) - - return self.__job_orchestrator - def _get_stream_state(self) -> StreamState: """ Gets the current state of the stream. @@ -99,15 +84,7 @@ def _validate_and_get_stream_slice_partition( return stream_slice["partition"] # type: ignore # stream_slice["partition"] has been added as an AsyncPartition as part of stream_slices def stream_slices(self) -> Iterable[Optional[StreamSlice]]: - slices = self.stream_slicer.stream_slices() - self.__job_orchestrator = self._job_orchestrator_factory(slices) - - for completed_partition in self._job_orchestrator.create_and_get_completed_partitions(): - yield StreamSlice( - partition=dict(completed_partition.stream_slice.partition) - | {"partition": completed_partition}, - cursor_slice=completed_partition.stream_slice.cursor_slice, - ) + return self.stream_slicer.stream_slices() def read_records( self, @@ -116,7 +93,7 @@ def read_records( ) -> Iterable[StreamData]: stream_state: StreamState = self._get_stream_state() partition: AsyncPartition = self._validate_and_get_stream_slice_partition(stream_slice) - records: Iterable[Mapping[str, Any]] = self._job_orchestrator.fetch_records(partition) + records: Iterable[Mapping[str, Any]] = self.stream_slicer.fetch_records(partition) yield from self.record_selector.filter_and_transform( all_data=records, diff --git a/unit_tests/sources/declarative/async_job/test_integration.py b/unit_tests/sources/declarative/async_job/test_integration.py index be0784885..a0b6195b7 100644 --- a/unit_tests/sources/declarative/async_job/test_integration.py +++ b/unit_tests/sources/declarative/async_job/test_integration.py @@ -20,6 +20,9 @@ from airbyte_cdk.sources.declarative.async_job.status import AsyncJobStatus from airbyte_cdk.sources.declarative.extractors.record_extractor import RecordExtractor from airbyte_cdk.sources.declarative.extractors.record_selector import RecordSelector +from airbyte_cdk.sources.declarative.partition_routers.async_job_partition_router import ( + AsyncJobPartitionRouter, +) from airbyte_cdk.sources.declarative.retrievers.async_retriever import AsyncRetriever from airbyte_cdk.sources.declarative.schema import InlineSchemaLoader from airbyte_cdk.sources.declarative.stream_slicers import StreamSlicer @@ -35,7 +38,7 @@ class MockAsyncJobRepository(AsyncJobRepository): def start(self, stream_slice: StreamSlice) -> AsyncJob: - return AsyncJob("a_job_id", StreamSlice(partition={}, cursor_slice={})) + return AsyncJob("a_job_id", stream_slice) def update_jobs_status(self, jobs: Set[AsyncJob]) -> None: for job in jobs: @@ -79,12 +82,16 @@ def streams(self, config: Mapping[str, Any]) -> List[Stream]: config={}, parameters={}, record_selector=noop_record_selector, - stream_slicer=self._stream_slicer, - job_orchestrator_factory=lambda stream_slices: AsyncJobOrchestrator( - MockAsyncJobRepository(), - stream_slices, - JobTracker(_NO_LIMIT), - self._message_repository, + stream_slicer=AsyncJobPartitionRouter( + stream_slicer=self._stream_slicer, + job_orchestrator_factory=lambda stream_slices: AsyncJobOrchestrator( + MockAsyncJobRepository(), + stream_slices, + JobTracker(_NO_LIMIT), + self._message_repository, + ), + config={}, + parameters={}, ), ), config={}, diff --git a/unit_tests/sources/declarative/parsers/test_model_to_component_factory.py b/unit_tests/sources/declarative/parsers/test_model_to_component_factory.py index e849af853..c50cfd521 100644 --- a/unit_tests/sources/declarative/parsers/test_model_to_component_factory.py +++ b/unit_tests/sources/declarative/parsers/test_model_to_component_factory.py @@ -14,6 +14,7 @@ from airbyte_cdk import AirbyteTracedException from airbyte_cdk.models import FailureType, Level from airbyte_cdk.sources.connector_state_manager import ConnectorStateManager +from airbyte_cdk.sources.declarative.async_job.job_orchestrator import AsyncJobOrchestrator from airbyte_cdk.sources.declarative.auth import DeclarativeOauth2Authenticator, JwtAuthenticator from airbyte_cdk.sources.declarative.auth.token import ( ApiKeyAuthenticator, @@ -40,6 +41,7 @@ ResumableFullRefreshCursor, ) from airbyte_cdk.sources.declarative.interpolation import InterpolatedString +from airbyte_cdk.sources.declarative.models import AsyncRetriever as AsyncRetrieverModel from airbyte_cdk.sources.declarative.models import CheckStream as CheckStreamModel from airbyte_cdk.sources.declarative.models import ( CompositeErrorHandler as CompositeErrorHandlerModel, @@ -85,6 +87,7 @@ ModelToComponentFactory, ) from airbyte_cdk.sources.declarative.partition_routers import ( + AsyncJobPartitionRouter, CartesianProductStreamSlicer, ListPartitionRouter, SinglePartitionRouter, @@ -102,6 +105,7 @@ WaitTimeFromHeaderBackoffStrategy, WaitUntilTimeFromHeaderBackoffStrategy, ) +from airbyte_cdk.sources.declarative.requesters.http_job_repository import AsyncHttpJobRepository from airbyte_cdk.sources.declarative.requesters.paginators import DefaultPaginator from airbyte_cdk.sources.declarative.requesters.paginators.strategies import ( CursorPaginationStrategy, @@ -121,6 +125,7 @@ from airbyte_cdk.sources.declarative.requesters.request_path import RequestPath from airbyte_cdk.sources.declarative.requesters.requester import HttpMethod from airbyte_cdk.sources.declarative.retrievers import ( + AsyncRetriever, SimpleRetriever, SimpleRetrieverTestReadDecorator, ) @@ -138,6 +143,7 @@ from airbyte_cdk.sources.streams.http.requests_native_auth.oauth import ( SingleUseRefreshTokenOauth2Authenticator, ) +from airbyte_cdk.sources.types import StreamSlice from unit_tests.sources.declarative.parsers.testing_components import ( TestingCustomSubstreamPartitionRouter, TestingSomeComponent, @@ -3294,3 +3300,97 @@ def test_create_custom_record_extractor(): } component = factory.create_component(CustomRecordExtractorModel, definition, {}) assert isinstance(component, CustomRecordExtractor) + + +def test_create_async_retriever(): + config = {"api_key": "123"} + + definition = { + "type": "AsyncRetriever", + "status_mapping": { + "failed": ["failed"], + "running": ["pending"], + "timeout": ["timeout"], + "completed": ["ready"], + }, + "urls_extractor": {"type": "DpathExtractor", "field_path": ["urls"]}, + "record_selector": { + "type": "RecordSelector", + "extractor": {"type": "DpathExtractor", "field_path": ["data"]}, + }, + "status_extractor": {"type": "DpathExtractor", "field_path": ["status"]}, + "polling_requester": { + "type": "HttpRequester", + "path": "/v3/marketing/contacts/exports/{{stream_slice['create_job_response'].json()['id'] }}", + "url_base": "https://api.sendgrid.com", + "http_method": "GET", + "authenticator": { + "type": "BearerAuthenticator", + "api_token": "{{ config['api_key'] }}", + }, + }, + "creation_requester": { + "type": "HttpRequester", + "path": "/v3/marketing/contacts/exports", + "url_base": "https://api.sendgrid.com", + "http_method": "POST", + "authenticator": { + "type": "BearerAuthenticator", + "api_token": "{{ config['api_key'] }}", + }, + }, + "download_requester": { + "type": "HttpRequester", + "path": "{{stream_slice['url']}}", + "url_base": "", + "http_method": "GET", + }, + "abort_requester": { + "type": "HttpRequester", + "path": "{{stream_slice['url']}}/abort", + "url_base": "", + "http_method": "POST", + }, + "delete_requester": { + "type": "HttpRequester", + "path": "{{stream_slice['url']}}", + "url_base": "", + "http_method": "POST", + }, + } + + component = factory.create_component( + model_type=AsyncRetrieverModel, + component_definition=definition, + name="test_stream", + primary_key="id", + stream_slicer=None, + transformations=[], + config=config, + ) + + assert isinstance(component, AsyncRetriever) + + async_job_partition_router = component.stream_slicer + assert isinstance(async_job_partition_router, AsyncJobPartitionRouter) + assert isinstance(async_job_partition_router.stream_slicer, SinglePartitionRouter) + job_orchestrator = async_job_partition_router.job_orchestrator_factory( + [StreamSlice(partition={}, cursor_slice={})] + ) + assert isinstance(job_orchestrator, AsyncJobOrchestrator) + + job_repository = job_orchestrator._job_repository + assert isinstance(job_repository, AsyncHttpJobRepository) + assert job_repository.creation_requester + assert job_repository.polling_requester + assert job_repository.download_retriever + assert job_repository.abort_requester + assert job_repository.delete_requester + assert job_repository.status_extractor + assert job_repository.urls_extractor + + selector = component.record_selector + extractor = selector.extractor + assert isinstance(selector, RecordSelector) + assert isinstance(extractor, DpathExtractor) + assert extractor.field_path == ["data"] diff --git a/unit_tests/sources/declarative/partition_routers/test_async_job_partition_router.py b/unit_tests/sources/declarative/partition_routers/test_async_job_partition_router.py new file mode 100644 index 000000000..ccc57cc91 --- /dev/null +++ b/unit_tests/sources/declarative/partition_routers/test_async_job_partition_router.py @@ -0,0 +1,84 @@ +# Copyright (c) 2024 Airbyte, Inc., all rights reserved. + +from airbyte_cdk.sources.declarative.async_job.job_orchestrator import ( + AsyncJobOrchestrator, + AsyncPartition, +) +from airbyte_cdk.sources.declarative.async_job.job_tracker import JobTracker +from airbyte_cdk.sources.declarative.async_job.status import AsyncJobStatus +from airbyte_cdk.sources.declarative.partition_routers import ListPartitionRouter +from airbyte_cdk.sources.declarative.partition_routers.async_job_partition_router import ( + AsyncJobPartitionRouter, +) +from airbyte_cdk.sources.declarative.partition_routers.single_partition_router import ( + SinglePartitionRouter, +) +from airbyte_cdk.sources.message import NoopMessageRepository +from airbyte_cdk.sources.types import StreamSlice +from unit_tests.sources.declarative.async_job.test_integration import MockAsyncJobRepository + +_NO_LIMIT = 10000 + + +def test_stream_slices_with_single_partition_router(): + partition_router = AsyncJobPartitionRouter( + stream_slicer=SinglePartitionRouter(parameters={}), + job_orchestrator_factory=lambda stream_slices: AsyncJobOrchestrator( + MockAsyncJobRepository(), + stream_slices, + JobTracker(_NO_LIMIT), + NoopMessageRepository(), + ), + config={}, + parameters={}, + ) + + slices = list(partition_router.stream_slices()) + assert len(slices) == 1 + partition = slices[0].partition.get("partition") + assert isinstance(partition, AsyncPartition) + assert partition.stream_slice == StreamSlice(partition={}, cursor_slice={}) + assert partition.status == AsyncJobStatus.COMPLETED + + attempts_per_job = list(partition.jobs) + assert len(attempts_per_job) == 1 + assert attempts_per_job[0].api_job_id() == "a_job_id" + assert attempts_per_job[0].job_parameters() == StreamSlice(partition={}, cursor_slice={}) + assert attempts_per_job[0].status() == AsyncJobStatus.COMPLETED + + +def test_stream_slices_with_parent_slicer(): + partition_router = AsyncJobPartitionRouter( + stream_slicer=ListPartitionRouter( + values=["0", "1", "2"], + cursor_field="parent_id", + config={}, + parameters={}, + ), + job_orchestrator_factory=lambda stream_slices: AsyncJobOrchestrator( + MockAsyncJobRepository(), + stream_slices, + JobTracker(_NO_LIMIT), + NoopMessageRepository(), + ), + config={}, + parameters={}, + ) + + slices = list(partition_router.stream_slices()) + assert len(slices) == 3 + for i, partition in enumerate(slices): + partition = partition.partition.get("partition") + assert isinstance(partition, AsyncPartition) + assert partition.stream_slice == StreamSlice( + partition={"parent_id": str(i)}, cursor_slice={} + ) + assert partition.status == AsyncJobStatus.COMPLETED + + attempts_per_job = list(partition.jobs) + assert len(attempts_per_job) == 1 + assert attempts_per_job[0].api_job_id() == "a_job_id" + assert attempts_per_job[0].job_parameters() == StreamSlice( + partition={"parent_id": str(i)}, cursor_slice={} + ) + assert attempts_per_job[0].status() == AsyncJobStatus.COMPLETED