From 629a6fa4dc153af8055753608f9e876f8edc8a9e Mon Sep 17 00:00:00 2001 From: pnilan Date: Thu, 16 Jan 2025 09:50:18 -0800 Subject: [PATCH 01/35] update airbyte-cdk to latest --- .../connectors/source-amplitude/poetry.lock | 626 +++++++++++++----- .../source-amplitude/pyproject.toml | 5 +- .../source_amplitude/manifest.yaml | 20 + .../source-amplitude/source_amplitude/run.py | 44 +- .../source_amplitude/source.py | 11 +- 5 files changed, 518 insertions(+), 188 deletions(-) diff --git a/airbyte-integrations/connectors/source-amplitude/poetry.lock b/airbyte-integrations/connectors/source-amplitude/poetry.lock index 57455a363140..4399d520b006 100644 --- a/airbyte-integrations/connectors/source-amplitude/poetry.lock +++ b/airbyte-integrations/connectors/source-amplitude/poetry.lock @@ -1,61 +1,66 @@ -# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.5 and should not be changed by hand. 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4f4181a02e17..9369eb1b9e81 100644 --- a/airbyte-integrations/connectors/source-amplitude/source_amplitude/manifest.yaml +++ b/airbyte-integrations/connectors/source-amplitude/source_amplitude/manifest.yaml @@ -342,6 +342,25 @@ definitions: type: - "null" - object + # events_stream: + # type: DeclarativeStream + # name: events + # primary_key: + # - uuid + # retriever: + # type: SimpleRetriever + # requester: + # $ref: "#/definitions/requester" + # path: /2/export + # $ref: "#/definitions/retriever" + # decoder: + # type: CompositeRawDecoder + # parser: + # type: GzipParser + # inner_parser: + # type: JsonParser + # encoding: utf-8 + events_list_stream: type: DeclarativeStream name: events_list @@ -428,6 +447,7 @@ streams: - "#/definitions/average_session_length_stream" - "#/definitions/active_users_stream" - "#/definitions/events_list_stream" + # - "#/definitions/events_stream" check: stream_names: diff --git a/airbyte-integrations/connectors/source-amplitude/source_amplitude/run.py b/airbyte-integrations/connectors/source-amplitude/source_amplitude/run.py index 12b0d3fe1614..3611cabcaedb 100644 --- a/airbyte-integrations/connectors/source-amplitude/source_amplitude/run.py +++ b/airbyte-integrations/connectors/source-amplitude/source_amplitude/run.py @@ -4,12 +4,50 @@ import sys +import traceback +from datetime import datetime +from typing import List +import orjson from source_amplitude import SourceAmplitude -from airbyte_cdk.entrypoint import launch +from airbyte_cdk.entrypoint import AirbyteEntrypoint, launch +from airbyte_cdk.models import AirbyteErrorTraceMessage, AirbyteMessage, AirbyteMessageSerializer, AirbyteTraceMessage, TraceType, Type + + +def _get_source(args: List[str]): + catalog_path = AirbyteEntrypoint.extract_catalog(args) + config_path = AirbyteEntrypoint.extract_config(args) + state_path = AirbyteEntrypoint.extract_state(args) + try: + return SourceAmplitude( + SourceAmplitude.read_catalog(catalog_path) if catalog_path else None, + SourceAmplitude.read_config(config_path) if config_path else None, + SourceAmplitude.read_state(state_path) if state_path else None, + ) + except Exception as error: + print( + orjson.dumps( + AirbyteMessageSerializer.dump( + AirbyteMessage( + type=Type.TRACE, + trace=AirbyteTraceMessage( + type=TraceType.ERROR, + emitted_at=int(datetime.now().timestamp() * 1000), + error=AirbyteErrorTraceMessage( + message=f"Error starting the sync. This could be due to an invalid configuration or catalog. Please contact Support for assistance. Error: {error}", + stack_trace=traceback.format_exc(), + ), + ), + ) + ) + ).decode() + ) + return None def run(): - source = SourceAmplitude() - launch(source, sys.argv[1:]) + _args = sys.argv[1:] + source = _get_source(_args) + if source: + launch(source, _args) diff --git a/airbyte-integrations/connectors/source-amplitude/source_amplitude/source.py b/airbyte-integrations/connectors/source-amplitude/source_amplitude/source.py index cc98c73367b5..578385ff6539 100644 --- a/airbyte-integrations/connectors/source-amplitude/source_amplitude/source.py +++ b/airbyte-integrations/connectors/source-amplitude/source_amplitude/source.py @@ -3,11 +3,13 @@ # from base64 import b64encode -from typing import Any, List, Mapping +from typing import Any, List, Mapping, Optional from source_amplitude.streams import Events +from airbyte_cdk.models import ConfiguredAirbyteCatalog from airbyte_cdk.sources.declarative.yaml_declarative_source import YamlDeclarativeSource +from airbyte_cdk.sources.source import TState from airbyte_cdk.sources.streams import Stream from airbyte_cdk.sources.streams.http.requests_native_auth import TokenAuthenticator @@ -22,8 +24,11 @@ # Declarative Source class SourceAmplitude(YamlDeclarativeSource): - def __init__(self): - super().__init__(**{"path_to_yaml": "manifest.yaml"}) + def __init__(self, catalog: Optional[ConfiguredAirbyteCatalog], config: Optional[Mapping[str, Any]], state: TState, **kwargs): + super().__init__(catalog=catalog, config=config, state=state, **{"path_to_yaml": "manifest.yaml"}) + + # def __init__(self): + # super().__init__(**{"path_to_yaml": "manifest.yaml"}) def _convert_auth_to_token(self, username: str, password: str) -> str: username = username.encode("latin1") From a9814e7679e927a16a05c33bc3fca019fe7e0f8c Mon Sep 17 00:00:00 2001 From: pnilan Date: Thu, 16 Jan 2025 10:57:59 -0800 Subject: [PATCH 02/35] migration progress --- .../connectors/source-amplitude/poetry.lock | 414 ++---------------- .../source-amplitude/pyproject.toml | 2 +- .../source_amplitude/manifest.yaml | 35 +- .../source_amplitude/source.py | 16 +- 4 files changed, 52 insertions(+), 415 deletions(-) diff --git a/airbyte-integrations/connectors/source-amplitude/poetry.lock b/airbyte-integrations/connectors/source-amplitude/poetry.lock index 4399d520b006..f994b0b519e7 100644 --- a/airbyte-integrations/connectors/source-amplitude/poetry.lock +++ b/airbyte-integrations/connectors/source-amplitude/poetry.lock @@ -2,54 +2,54 @@ [[package]] name = "airbyte-cdk" -version = "6.19.1" +version = "0.0.0" description = "A framework for writing Airbyte Connectors." optional = false -python-versions = "<3.13,>=3.10" -files = [ - 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"null" - object - # events_stream: - # type: DeclarativeStream - # name: events - # primary_key: - # - uuid - # retriever: - # type: SimpleRetriever - # requester: - # $ref: "#/definitions/requester" - # path: /2/export - # $ref: "#/definitions/retriever" - # decoder: - # type: CompositeRawDecoder - # parser: - # type: GzipParser - # inner_parser: - # type: JsonParser - # encoding: utf-8 + events_stream: + $ref: "#/definitions/base_incremental_stream" + $parameters: + name: events + primary_key: uuid + path: /2/export + retriever: + $ref: "#/definitions/base_incremental_stream/retriever" + decoder: + type: ZipfileDecoder + parser: + type: GzipParser + inner_parser: + type: JsonParser + encoding: utf-8 events_list_stream: type: DeclarativeStream @@ -447,7 +444,7 @@ streams: - "#/definitions/average_session_length_stream" - "#/definitions/active_users_stream" - "#/definitions/events_list_stream" - # - "#/definitions/events_stream" + - "#/definitions/events_stream" check: stream_names: diff --git a/airbyte-integrations/connectors/source-amplitude/source_amplitude/source.py b/airbyte-integrations/connectors/source-amplitude/source_amplitude/source.py index 578385ff6539..22055fbd616e 100644 --- a/airbyte-integrations/connectors/source-amplitude/source_amplitude/source.py +++ b/airbyte-integrations/connectors/source-amplitude/source_amplitude/source.py @@ -39,12 +39,12 @@ def _convert_auth_to_token(self, username: str, password: str) -> str: def streams(self, config: Mapping[str, Any]) -> List[Stream]: streams = super().streams(config=config) auth = TokenAuthenticator(token=self._convert_auth_to_token(config["api_key"], config["secret_key"]), auth_method="Basic") - streams.append( - Events( - authenticator=auth, - start_date=config["start_date"], - data_region=config.get("data_region", "Standard Server"), - event_time_interval={"size_unit": "hours", "size": config.get("request_time_range", 24)}, - ) - ) + # streams.append( + # Events( + # authenticator=auth, + # start_date=config["start_date"], + # data_region=config.get("data_region", "Standard Server"), + # event_time_interval={"size_unit": "hours", "size": config.get("request_time_range", 24)}, + # ) + # ) return streams From c1c6df4c3883239ba82ff10b227bd9e109824748 Mon Sep 17 00:00:00 2001 From: pnilan Date: Thu, 16 Jan 2025 15:08:55 -0800 Subject: [PATCH 03/35] migrate events stream to low-code, create custom transformation component for date-time conversion --- .../source_amplitude/components.py | 60 +++++--------- .../source_amplitude/manifest.yaml | 49 +++++++++-- .../source_amplitude/streams.py | 82 ------------------- 3 files changed, 63 insertions(+), 128 deletions(-) diff --git a/airbyte-integrations/connectors/source-amplitude/source_amplitude/components.py b/airbyte-integrations/connectors/source-amplitude/source_amplitude/components.py index 562a5e957bb2..9571c37b0574 100644 --- a/airbyte-integrations/connectors/source-amplitude/source_amplitude/components.py +++ b/airbyte-integrations/connectors/source-amplitude/source_amplitude/components.py @@ -8,14 +8,16 @@ import logging import zipfile from dataclasses import InitVar, dataclass -from typing import IO, Any, Iterable, List, Mapping, MutableMapping, Union +from typing import IO, Any, Dict, Iterable, List, Mapping, MutableMapping, Optional, Union import pendulum import requests from airbyte_cdk.sources.declarative.extractors.record_extractor import RecordExtractor from airbyte_cdk.sources.declarative.schema.json_file_schema_loader import JsonFileSchemaLoader +from airbyte_cdk.sources.declarative.transformations import RecordTransformation from airbyte_cdk.sources.declarative.types import Config, Record +from airbyte_cdk.sources.types import Config, StreamSlice, StreamState logger = logging.getLogger("airbyte") @@ -59,30 +61,24 @@ def extract_records(self, response: requests.Response) -> List[Record]: @dataclass -class EventsExtractor(RecordExtractor): - """ - Response for event stream is a zip file with a list of gziped json files inside it. - Issue: https://github.com/airbytehq/airbyte/issues/23144 - """ - - config: Config - parameters: InitVar[Mapping[str, Any]] +class TransformDatetimesToRFC3339(RecordTransformation): + def __init__(self): + self.name = "events" - def __post_init__(self, parameters: Mapping[str, Any]): - self.name = parameters.get("name") - self.date_time_fields = self._get_date_time_items_from_schema() + def _get_schema(self, config: Config): + schema_loader = JsonFileSchemaLoader(config=config, parameters={"name": self.name}) + return schema_loader.get_json_schema() - def _get_schema_root_properties(self): - schema_loader = JsonFileSchemaLoader(config=self.config, parameters={"name": self.name}) - schema = schema_loader.get_json_schema() + def _get_schema_root_properties(self, config: Config): + schema = self._get_schema(config=config) return schema["properties"] - def _get_date_time_items_from_schema(self): + def _get_date_time_items_from_schema(self, config: Config): """ Get all properties from schema with format: 'date-time' """ result = [] - schema = self._get_schema_root_properties() + schema = self._get_schema_root_properties(config=config) for key, value in schema.items(): if value.get("format") == "date-time": result.append(key) @@ -97,26 +93,12 @@ def _date_time_to_rfc3339(self, record: MutableMapping[str, Any]) -> MutableMapp record[item] = pendulum.parse(record[item]).to_rfc3339_string() return record - def extract_records( + def transform( self, - response: requests.Response, - ) -> List[Record]: - try: - logger.info(f"The size of the response body is: {len(response.content)}") - zip_file = zipfile.ZipFile(io.BytesIO(response.content)) - except zipfile.BadZipFile: - logger.exception( - f"Received an invalid zip file in response to URL: {response.request.url}." - f"The size of the response body is: {len(response.content)}" - ) - return [] - - for gzip_filename in zip_file.namelist(): - with zip_file.open(gzip_filename) as file: - for record in self._parse_zip_file(file): - yield self._date_time_to_rfc3339(record) # transform all `date-time` fields to RFC3339 - - def _parse_zip_file(self, zip_file: Union[IO[bytes], str]) -> Iterable[MutableMapping]: - with gzip.open(zip_file) as file: - for record in file: - yield json.loads(record) + record: Dict[str, Any], + config: Optional[Config] = None, + stream_state: Optional[StreamState] = None, + stream_slice: Optional[StreamSlice] = None, + ) -> None: + self.date_time_fields = self._get_date_time_items_from_schema(config) + return self._date_time_to_rfc3339(record) diff --git a/airbyte-integrations/connectors/source-amplitude/source_amplitude/manifest.yaml b/airbyte-integrations/connectors/source-amplitude/source_amplitude/manifest.yaml index 7940cfdf3e5b..367acc02b10e 100644 --- a/airbyte-integrations/connectors/source-amplitude/source_amplitude/manifest.yaml +++ b/airbyte-integrations/connectors/source-amplitude/source_amplitude/manifest.yaml @@ -343,13 +343,17 @@ definitions: - "null" - object events_stream: - $ref: "#/definitions/base_incremental_stream" - $parameters: - name: events - primary_key: uuid - path: /2/export retriever: - $ref: "#/definitions/base_incremental_stream/retriever" + $ref: "#/definitions/retriever" + requester: + $ref: "#/definitions/requester" + record_selector: + type: RecordSelector + extractor: + type: DpathExtractor + field_path: [] + record_filter: + condition: "{{ record[parameters['cursor_field']] > stream_slice.get('start', config['start_date']) }}" decoder: type: ZipfileDecoder parser: @@ -357,7 +361,38 @@ definitions: inner_parser: type: JsonParser encoding: utf-8 - + incremental_sync: + type: DatetimeBasedCursor + cursor_field: "{{ parameters['cursor_field'] }}" + cursor_datetime_formats: + - "%Y-%m-%dT%H:%M:%S%z" + datetime_format: "%Y%m%dT%H" + cursor_granularity: PT1H + step: PT1{{ config.get("request_time_range", 24)}}H + start_datetime: + type: MinMaxDatetime + datetime: '{{ config["start_date"] }}' + datetime_format: "%Y-%m-%dT%H:%M:%SZ" + start_time_option: + type: RequestOption + inject_into: request_parameter + field_name: start + end_time_option: + type: RequestOption + inject_into: request_parameter + field_name: end + end_datetime: + type: MinMaxDatetime + datetime: "{{ now_utc().strftime('%Y-%m-%dT%H:%M:%SZ') }}" + datetime_format: "%Y-%m-%dT%H:%M:%SZ" + transformations: + - type: CustomTransformation + class_name: source_amplitude.components.TransformDatetimesToRFC3339 + $parameters: + name: "events" + primary_key: "uuid" + path: "/2/export" + cursor_field: "server_upload_time" events_list_stream: type: DeclarativeStream name: events_list diff --git a/airbyte-integrations/connectors/source-amplitude/source_amplitude/streams.py b/airbyte-integrations/connectors/source-amplitude/source_amplitude/streams.py index 40112fa5e0ff..2f2c72c39497 100644 --- a/airbyte-integrations/connectors/source-amplitude/source_amplitude/streams.py +++ b/airbyte-integrations/connectors/source-amplitude/source_amplitude/streams.py @@ -119,85 +119,3 @@ def parse_response(self, response: requests.Response, stream_state: Mapping[str, for record in self._parse_zip_file(file): if record[self.cursor_field] >= most_recent_cursor: yield self._date_time_to_rfc3339(record) # transform all `date-time` to RFC3339 - - def _parse_zip_file(self, zip_file: IO[bytes]) -> Iterable[MutableMapping]: - with gzip.open(zip_file) as file: - for record in file: - yield json.loads(record) - - def stream_slices(self, stream_state: Mapping[str, Any] = None, **kwargs) -> Iterable[Optional[Mapping[str, Any]]]: - slices = [] - start = self.get_most_recent_cursor(stream_state=stream_state) - end = pendulum.now() - if start > end: - self.logger.info("The data cannot be requested in the future. Skipping stream.") - return [] - - while start <= end: - slices.append( - { - "start": start.strftime(self.date_template), - "end": start.add(**self.time_interval).subtract(hours=1).strftime(self.date_template), - } - ) - start = start.add(**self.time_interval) - - return slices - - def read_records( - self, - sync_mode: SyncMode, - cursor_field: List[str] = None, - stream_slice: Mapping[str, Any] = None, - stream_state: Mapping[str, Any] = None, - ) -> Iterable[Mapping[str, Any]]: - stream_state = stream_state or {} - start = pendulum.parse(stream_slice["start"]) - end = pendulum.parse(stream_slice["end"]) - if start > end: - yield from [] - try: - self.logger.info(f"Fetching {self.name} time range: {start.strftime('%Y-%m-%dT%H')} - {end.strftime('%Y-%m-%dT%H')}") - for record in super().read_records(sync_mode, cursor_field, stream_slice, stream_state): - self.state = self._get_updated_state(self.state, record) - yield record - except requests.exceptions.HTTPError as e: - self.logger.error(f"Error during syncing {self.name} stream - {e}") - - def request_params(self, stream_slice: Mapping[str, Any], **kwargs) -> MutableMapping[str, Any]: - params = self.base_params - params["start"] = pendulum.parse(stream_slice["start"]).strftime(self.date_template) - params["end"] = pendulum.parse(stream_slice["end"]).strftime(self.date_template) - return params - - def next_page_token(self, response: requests.Response) -> Optional[Mapping[str, Any]]: - return None - - def path(self, **kwargs) -> str: - return f"{self.api_version}/export" - - def get_error_handler(self) -> ErrorHandler: - # Error status code mapping from Amplitude documentation: https://amplitude.com/docs/apis/analytics/export#status-codes - error_mapping = DEFAULT_ERROR_MAPPING | { - 400: ErrorResolution( - response_action=ResponseAction.FAIL, - failure_type=FailureType.config_error, - error_message="The file size of the exported data is too large. Shorten the time ranges and try again. The limit size is 4GB. Provide a shorter 'request_time_range' interval.", - ), - 403: ErrorResolution( - response_action=ResponseAction.FAIL, - failure_type=FailureType.config_error, - error_message="Access denied due to lack of permission or invalid API/Secret key or wrong data region.", - ), - 404: ErrorResolution( - response_action=ResponseAction.IGNORE, - failure_type=FailureType.config_error, - error_message="No data available for the time range requested.", - ), - 504: ErrorResolution( - response_action=ResponseAction.FAIL, - failure_type=FailureType.config_error, - error_message="The amount of data is large and may be causing a timeout. For large amounts of data, the Amazon S3 destination is recommended. Refer to Amplitude documentation for information on setting up the S3 destination: https://amplitude.com/docs/data/destination-catalog/amazon-s3#run-a-manual-export", - ), - } - return HttpStatusErrorHandler(logger=LOGGER, error_mapping=error_mapping) From ef971e5c99841f3dfceba2b279d2005830464450 Mon Sep 17 00:00:00 2001 From: pnilan Date: Thu, 16 Jan 2025 15:37:07 -0800 Subject: [PATCH 04/35] update inner_parser to JsonLinesParser --- .../connectors/source-amplitude/source_amplitude/manifest.yaml | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/airbyte-integrations/connectors/source-amplitude/source_amplitude/manifest.yaml b/airbyte-integrations/connectors/source-amplitude/source_amplitude/manifest.yaml index 367acc02b10e..088836b984a5 100644 --- a/airbyte-integrations/connectors/source-amplitude/source_amplitude/manifest.yaml +++ b/airbyte-integrations/connectors/source-amplitude/source_amplitude/manifest.yaml @@ -359,8 +359,7 @@ definitions: parser: type: GzipParser inner_parser: - type: JsonParser - encoding: utf-8 + type: JsonLineParser incremental_sync: type: DatetimeBasedCursor cursor_field: "{{ parameters['cursor_field'] }}" From 5d65756b6c0dc7dc73546ea918cde4cb36f8a9d8 Mon Sep 17 00:00:00 2001 From: pnilan Date: Thu, 16 Jan 2025 15:47:37 -0800 Subject: [PATCH 05/35] remove unused code, clean up source.py --- .../source_amplitude/components.py | 10 +- .../source_amplitude/source.py | 31 +---- .../source_amplitude/streams.py | 121 ------------------ 3 files changed, 5 insertions(+), 157 deletions(-) delete mode 100644 airbyte-integrations/connectors/source-amplitude/source_amplitude/streams.py diff --git a/airbyte-integrations/connectors/source-amplitude/source_amplitude/components.py b/airbyte-integrations/connectors/source-amplitude/source_amplitude/components.py index 9571c37b0574..1d4b166517c3 100644 --- a/airbyte-integrations/connectors/source-amplitude/source_amplitude/components.py +++ b/airbyte-integrations/connectors/source-amplitude/source_amplitude/components.py @@ -1,14 +1,10 @@ # -# Copyright (c) 2023 Airbyte, Inc., all rights reserved. +# Copyright (c) 2025 Airbyte, Inc., all rights reserved. # -import gzip -import io -import json import logging -import zipfile -from dataclasses import InitVar, dataclass -from typing import IO, Any, Dict, Iterable, List, Mapping, MutableMapping, Optional, Union +from dataclasses import dataclass +from typing import Any, Dict, List, MutableMapping, Optional import pendulum import requests diff --git a/airbyte-integrations/connectors/source-amplitude/source_amplitude/source.py b/airbyte-integrations/connectors/source-amplitude/source_amplitude/source.py index 22055fbd616e..c4180a088769 100644 --- a/airbyte-integrations/connectors/source-amplitude/source_amplitude/source.py +++ b/airbyte-integrations/connectors/source-amplitude/source_amplitude/source.py @@ -1,17 +1,12 @@ # -# Copyright (c) 2023 Airbyte, Inc., all rights reserved. +# Copyright (c) 2025 Airbyte, Inc., all rights reserved. # -from base64 import b64encode -from typing import Any, List, Mapping, Optional - -from source_amplitude.streams import Events +from typing import Any, Mapping, Optional from airbyte_cdk.models import ConfiguredAirbyteCatalog from airbyte_cdk.sources.declarative.yaml_declarative_source import YamlDeclarativeSource from airbyte_cdk.sources.source import TState -from airbyte_cdk.sources.streams import Stream -from airbyte_cdk.sources.streams.http.requests_native_auth import TokenAuthenticator """ @@ -26,25 +21,3 @@ class SourceAmplitude(YamlDeclarativeSource): def __init__(self, catalog: Optional[ConfiguredAirbyteCatalog], config: Optional[Mapping[str, Any]], state: TState, **kwargs): super().__init__(catalog=catalog, config=config, state=state, **{"path_to_yaml": "manifest.yaml"}) - - # def __init__(self): - # super().__init__(**{"path_to_yaml": "manifest.yaml"}) - - def _convert_auth_to_token(self, username: str, password: str) -> str: - username = username.encode("latin1") - password = password.encode("latin1") - token = b64encode(b":".join((username, password))).strip().decode("ascii") - return token - - def streams(self, config: Mapping[str, Any]) -> List[Stream]: - streams = super().streams(config=config) - auth = TokenAuthenticator(token=self._convert_auth_to_token(config["api_key"], config["secret_key"]), auth_method="Basic") - # streams.append( - # Events( - # authenticator=auth, - # start_date=config["start_date"], - # data_region=config.get("data_region", "Standard Server"), - # event_time_interval={"size_unit": "hours", "size": config.get("request_time_range", 24)}, - # ) - # ) - return streams diff --git a/airbyte-integrations/connectors/source-amplitude/source_amplitude/streams.py b/airbyte-integrations/connectors/source-amplitude/source_amplitude/streams.py deleted file mode 100644 index 2f2c72c39497..000000000000 --- a/airbyte-integrations/connectors/source-amplitude/source_amplitude/streams.py +++ /dev/null @@ -1,121 +0,0 @@ -# -# Copyright (c) 2023 Airbyte, Inc., all rights reserved. -# - -import datetime -import gzip -import io -import json -import logging -import zipfile -from typing import IO, Any, Iterable, List, Mapping, MutableMapping, Optional - -import pendulum -import requests - -from airbyte_cdk.models import SyncMode -from airbyte_cdk.sources.streams.core import CheckpointMixin -from airbyte_cdk.sources.streams.http import HttpStream -from airbyte_cdk.sources.streams.http.error_handlers import ErrorHandler, HttpStatusErrorHandler -from airbyte_cdk.sources.streams.http.error_handlers.default_error_mapping import DEFAULT_ERROR_MAPPING -from airbyte_cdk.sources.streams.http.error_handlers.response_models import ErrorResolution, FailureType, ResponseAction - - -LOGGER = logging.getLogger("airbyte") - - -class Events(HttpStream, CheckpointMixin): - api_version = 2 - base_params = {} - cursor_field = "server_upload_time" - date_template = "%Y%m%dT%H" - compare_date_template = "%Y-%m-%d %H:%M:%S.%f" - primary_key = "uuid" - state_checkpoint_interval = 1000 - - def __init__(self, data_region: str, start_date: str, event_time_interval: dict = None, **kwargs): - if event_time_interval is None: - event_time_interval = {"size_unit": "hours", "size": 24} - self.data_region = data_region - self.event_time_interval = event_time_interval - self._start_date = pendulum.parse(start_date) if isinstance(start_date, str) else start_date - self.date_time_fields = self._get_date_time_items_from_schema() - if not hasattr(self, "_state"): - self._state = {} - super().__init__(**kwargs) - - @property - def url_base(self) -> str: - subdomain = "analytics.eu." if self.data_region == "EU Residency Server" else "" - return f"https://{subdomain}amplitude.com/api/" - - @property - def time_interval(self) -> dict: - return {self.event_time_interval.get("size_unit"): self.event_time_interval.get("size")} - - @property - def state(self) -> Mapping[str, Any]: - return self._state - - @state.setter - def state(self, value: Mapping[str, Any]) -> Mapping[str, Any]: - self._state = value - - def _get_updated_state(self, current_stream_state: MutableMapping[str, Any], latest_record: Mapping[str, Any]) -> Mapping[str, Any]: - # save state value in source native format - if self.compare_date_template: - latest_state = pendulum.parse(latest_record[self.cursor_field]).strftime(self.compare_date_template) - else: - latest_state = latest_record.get(self.cursor_field, "") - return {self.cursor_field: max(latest_state, current_stream_state.get(self.cursor_field, ""))} - - def _get_date_time_items_from_schema(self): - """ - Get all properties from schema with format: 'date-time' - """ - result = [] - schema = self.get_json_schema() - for key, value in schema["properties"].items(): - if value.get("format") == "date-time": - result.append(key) - return result - - def _date_time_to_rfc3339(self, record: MutableMapping[str, Any]) -> MutableMapping[str, Any]: - """ - Transform 'date-time' items to RFC3339 format - """ - for item in record: - if item in self.date_time_fields and record[item]: - record[item] = pendulum.parse(record[item]).to_rfc3339_string() - return record - - def get_most_recent_cursor(self, stream_state: Mapping[str, Any] = None) -> datetime.datetime: - """ - Use `start_time` instead of `cursor` in the case of more recent. - This can happen whenever a user simply finds that they are syncing to much data and would like to change `start_time` to be more recent. - See: https://github.com/airbytehq/airbyte/issues/25367 for more details - """ - cursor_date = ( - pendulum.parse(stream_state[self.cursor_field]) - if stream_state and self.cursor_field in stream_state - else datetime.datetime.min.replace(tzinfo=datetime.timezone.utc) - ) - return max(self._start_date, cursor_date) - - def parse_response(self, response: requests.Response, stream_state: Mapping[str, Any] = None, **kwargs) -> Iterable[Mapping]: - most_recent_cursor = self.get_most_recent_cursor(stream_state).strftime(self.compare_date_template) - try: - zip_file = zipfile.ZipFile(io.BytesIO(response.content)) - except zipfile.BadZipFile as e: - self.logger.exception(e) - self.logger.error( - f"Received an invalid zip file in response to URL: {response.request.url}. " - f"The size of the response body is: {len(response.content)}" - ) - return [] - - for gzip_filename in zip_file.namelist(): - with zip_file.open(gzip_filename) as file: - for record in self._parse_zip_file(file): - if record[self.cursor_field] >= most_recent_cursor: - yield self._date_time_to_rfc3339(record) # transform all `date-time` to RFC3339 From 5b7ed376d6d09eaadcb555875545846f439e2d4c Mon Sep 17 00:00:00 2001 From: pnilan Date: Thu, 16 Jan 2025 18:32:34 -0800 Subject: [PATCH 06/35] update airbyte-cdk to dev --- .../connectors/source-amplitude/poetry.lock | 414 ++++++++++++++++-- .../source-amplitude/pyproject.toml | 2 +- 2 files changed, 388 insertions(+), 28 deletions(-) diff --git a/airbyte-integrations/connectors/source-amplitude/poetry.lock b/airbyte-integrations/connectors/source-amplitude/poetry.lock index f994b0b519e7..e6c50d70def5 100644 --- a/airbyte-integrations/connectors/source-amplitude/poetry.lock +++ b/airbyte-integrations/connectors/source-amplitude/poetry.lock @@ -2,54 +2,54 @@ [[package]] name = "airbyte-cdk" -version = "0.0.0" +version = "6.21.0.dev0" description = "A framework for writing Airbyte Connectors." optional = false -python-versions = "^3.10,<3.13" -files = [] -develop = true +python-versions = "<3.13,>=3.10" +files = [ + {file = "airbyte_cdk-6.21.0.dev0-py3-none-any.whl", hash = "sha256:e3e5758b088e0fb2533be6bc9d0f02177beba3b8430a4ed16ca6de93d8b2dc68"}, + {file = "airbyte_cdk-6.21.0.dev0.tar.gz", hash = "sha256:aeeb8bd18c813d5c34af14914426c61cabf3202bedb75b88f4dac4bdd73df3af"}, +] [package.dependencies] -airbyte-protocol-models-dataclasses = "^0.14" +airbyte-protocol-models-dataclasses = ">=0.14,<0.15" backoff = "*" cachetools = "*" cryptography = ">=42.0.5,<44.0.0" -dpath = "^2.1.6" -dunamai = "^1.22.0" +dpath = ">=2.1.6,<3.0.0" +dunamai = ">=1.22.0,<2.0.0" genson = "1.3.0" -isodate = "~0.6.1" -Jinja2 = "~3.1.2" -jsonref = "~0.2" -jsonschema = "~4.17.3" +isodate = ">=0.6.1,<0.7.0" +Jinja2 = ">=3.1.2,<3.2.0" +jsonref = ">=0.2,<0.3" +jsonschema = ">=4.17.3,<4.18.0" +langchain_core = "0.1.42" +nltk = "3.9.1" numpy = "<2" -orjson = "^3.10.7" +orjson = ">=3.10.7,<4.0.0" pandas = "2.2.2" pendulum = "<3.0.0" psutil = "6.1.0" -pydantic = "^2.7" -pyjwt = "^2.8.0" -pyrate-limiter = "~3.1.0" +pydantic = ">=2.7,<3.0" +pyjwt = ">=2.8.0,<3.0.0" +pyrate-limiter = ">=3.1.0,<3.2.0" python-dateutil = "*" -python-ulid = "^3.0.0" +python-ulid = ">=3.0.0,<4.0.0" pytz = "2024.2" -PyYAML = "^6.0.1" -rapidfuzz = "^3.10.1" +PyYAML = ">=6.0.1,<7.0.0" +rapidfuzz = ">=3.10.1,<4.0.0" requests = "*" requests_cache = "*" -serpyco-rs = "^1.10.2" -Unidecode = "^1.3" +serpyco-rs = ">=1.10.2,<2.0.0" +Unidecode = ">=1.3,<2.0" wcmatch = "10.0" -xmltodict = "^0.13.0" +xmltodict = ">=0.13.0,<0.14.0" [package.extras] file-based = ["avro (>=1.11.2,<1.12.0)", "fastavro (>=1.8.0,<1.9.0)", "markdown", "pdf2image (==1.16.3)", "pdfminer.six (==20221105)", "pyarrow (>=15.0.0,<15.1.0)", "pytesseract (==0.3.10)", "python-calamine (==0.2.3)", "python-snappy (==0.7.3)", "unstructured.pytesseract (>=0.3.12)", "unstructured[docx,pptx] (==0.10.27)"] -sql = ["sqlalchemy (>=2.0,<3.0,!=2.0.36)"] +sql = ["sqlalchemy (>=2.0,!=2.0.36,<3.0)"] vector-db-based = ["cohere (==4.21)", "langchain (==0.1.16)", "openai[embeddings] (==0.27.9)", "tiktoken (==0.8.0)"] -[package.source] -type = "directory" -url = "../../../../airbyte-python-cdk" - [[package]] name = "airbyte-protocol-models-dataclasses" version = "0.14.1" @@ -72,6 +72,28 @@ files = [ {file = "annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89"}, ] +[[package]] +name = "anyio" +version = "4.8.0" +description = "High level compatibility layer for multiple asynchronous event loop implementations" +optional = false +python-versions = ">=3.9" +files = [ + {file = "anyio-4.8.0-py3-none-any.whl", hash = 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b/airbyte-integrations/connectors/source-amplitude/pyproject.toml @@ -17,7 +17,7 @@ include = "source_amplitude" [tool.poetry.dependencies] python = "^3.10,<3.12" -airbyte-cdk = { path = "../../../../airbyte-python-cdk/", develop = true } +airbyte-cdk = "==6.21.0.dev0" pytest = "^8.3.4" [tool.poetry.scripts] From 370bc60ea98a76c4087504d68df85bde1e01392b Mon Sep 17 00:00:00 2001 From: pnilan Date: Thu, 16 Jan 2025 18:50:11 -0800 Subject: [PATCH 07/35] bumpm version --- .../connectors/source-amplitude/metadata.yaml | 5 ++++- .../connectors/source-amplitude/pyproject.toml | 2 +- docs/integrations/sources/amplitude.md | 1 + 3 files changed, 6 insertions(+), 2 deletions(-) diff --git a/airbyte-integrations/connectors/source-amplitude/metadata.yaml b/airbyte-integrations/connectors/source-amplitude/metadata.yaml index f563b9edb106..1d6f31dd36ce 100644 --- a/airbyte-integrations/connectors/source-amplitude/metadata.yaml +++ b/airbyte-integrations/connectors/source-amplitude/metadata.yaml @@ -11,7 +11,7 @@ data: connectorSubtype: api connectorType: source definitionId: fa9f58c6-2d03-4237-aaa4-07d75e0c1396 - dockerImageTag: 0.6.18 + dockerImageTag: 0.7.0-rc.1 dockerRepository: airbyte/source-amplitude documentationUrl: https://docs.airbyte.com/integrations/sources/amplitude githubIssueLabel: source-amplitude @@ -29,6 +29,9 @@ data: oss: enabled: true releaseStage: generally_available + releases: + rolloutConfiguration: + enableProgressiveRollout: true suggestedStreams: streams: - events diff --git a/airbyte-integrations/connectors/source-amplitude/pyproject.toml b/airbyte-integrations/connectors/source-amplitude/pyproject.toml index d9f2a3c81080..c878cb101ef3 100644 --- a/airbyte-integrations/connectors/source-amplitude/pyproject.toml +++ b/airbyte-integrations/connectors/source-amplitude/pyproject.toml @@ -3,7 +3,7 @@ requires = [ "poetry-core>=1.0.0",] build-backend = "poetry.core.masonry.api" [tool.poetry] -version = "0.6.18" +version = "0.7.0-rc.1" name = "source-amplitude" description = "Source implementation for Amplitude." authors = [ "Airbyte ",] diff --git a/docs/integrations/sources/amplitude.md b/docs/integrations/sources/amplitude.md index e69a457f3698..aff6cb6d4ee5 100644 --- a/docs/integrations/sources/amplitude.md +++ b/docs/integrations/sources/amplitude.md @@ -58,6 +58,7 @@ The Amplitude connector ideally should gracefully handle Amplitude API limitatio | Version | Date | Pull Request | Subject | | :------ | :--------- | :------------------------------------------------------- | :------------------------------------------------------------------------------------------- | +| 0.7.0-rc.1 | 2025-01-17 | [51601](https://github.com/airbytehq/airbyte/pull/51601) | Migrates to manifest-only | | 0.6.18 | 2025-01-11 | [51288](https://github.com/airbytehq/airbyte/pull/51288) | Update dependencies | | 0.6.17 | 2025-01-04 | [50906](https://github.com/airbytehq/airbyte/pull/50906) | Update dependencies | | 0.6.16 | 2024-12-28 | [50486](https://github.com/airbytehq/airbyte/pull/50486) | Update dependencies | From ce974f9582ba79ea66a33bfd52e3b46bb69634d9 Mon Sep 17 00:00:00 2001 From: pnilan Date: Fri, 17 Jan 2025 10:26:59 -0800 Subject: [PATCH 08/35] update transformation to raise ATE on failure, adds test cases --- .../source_amplitude/components.py | 15 ++++++- .../unit_tests/test_custom_extractors.py | 6 +-- .../test_transform_datetimes_to_rfc3339.py | 41 +++++++++++++++++++ 3 files changed, 56 insertions(+), 6 deletions(-) create mode 100644 airbyte-integrations/connectors/source-amplitude/unit_tests/test_transform_datetimes_to_rfc3339.py diff --git a/airbyte-integrations/connectors/source-amplitude/source_amplitude/components.py b/airbyte-integrations/connectors/source-amplitude/source_amplitude/components.py index 1d4b166517c3..f8cc4a209d91 100644 --- a/airbyte-integrations/connectors/source-amplitude/source_amplitude/components.py +++ b/airbyte-integrations/connectors/source-amplitude/source_amplitude/components.py @@ -8,12 +8,15 @@ import pendulum import requests +import yaml +from airbyte_cdk.models import FailureType from airbyte_cdk.sources.declarative.extractors.record_extractor import RecordExtractor -from airbyte_cdk.sources.declarative.schema.json_file_schema_loader import JsonFileSchemaLoader +from airbyte_cdk.sources.declarative.schema import JsonFileSchemaLoader from airbyte_cdk.sources.declarative.transformations import RecordTransformation from airbyte_cdk.sources.declarative.types import Config, Record from airbyte_cdk.sources.types import Config, StreamSlice, StreamState +from airbyte_cdk.utils import AirbyteTracedException logger = logging.getLogger("airbyte") @@ -86,7 +89,15 @@ def _date_time_to_rfc3339(self, record: MutableMapping[str, Any]) -> MutableMapp """ for item in record: if item in self.date_time_fields and record[item]: - record[item] = pendulum.parse(record[item]).to_rfc3339_string() + try: + record[item] = pendulum.parse(record[item]).to_rfc3339_string() + except Exception as e: + logger.error(f"Error converting {item} to RFC3339 format: {e}") + raise AirbyteTracedException( + message=f"Error converting {item} to RFC3339 format. See logs for more infromation", + internal_message=f"Error converting {item} to RFC3339 format: {e}", + failure_type=FailureType.system_error, + ) from e return record def transform( diff --git a/airbyte-integrations/connectors/source-amplitude/unit_tests/test_custom_extractors.py b/airbyte-integrations/connectors/source-amplitude/unit_tests/test_custom_extractors.py index 560b7248eabe..5a67f214c7b1 100644 --- a/airbyte-integrations/connectors/source-amplitude/unit_tests/test_custom_extractors.py +++ b/airbyte-integrations/connectors/source-amplitude/unit_tests/test_custom_extractors.py @@ -1,5 +1,5 @@ # -# Copyright (c) 2023 Airbyte, Inc., all rights reserved. +# Copyright (c) 2025 Airbyte, Inc., all rights reserved. # import os @@ -11,10 +11,8 @@ import pendulum import pytest import requests -from source_amplitude.components import ActiveUsersRecordExtractor, AverageSessionLengthRecordExtractor, EventsExtractor -from source_amplitude.streams import Events +from source_amplitude.components import ActiveUsersRecordExtractor, AverageSessionLengthRecordExtractor -from airbyte_cdk.models import SyncMode from airbyte_cdk.utils import AirbyteTracedException diff --git a/airbyte-integrations/connectors/source-amplitude/unit_tests/test_transform_datetimes_to_rfc3339.py b/airbyte-integrations/connectors/source-amplitude/unit_tests/test_transform_datetimes_to_rfc3339.py new file mode 100644 index 000000000000..21fbf17edd9e --- /dev/null +++ b/airbyte-integrations/connectors/source-amplitude/unit_tests/test_transform_datetimes_to_rfc3339.py @@ -0,0 +1,41 @@ +# +# Copyright (c) 2025 Airbyte, Inc., all rights reserved. +# + +import os +import re +import types +from contextlib import nullcontext as does_not_raise +from unittest.mock import MagicMock, patch + +import pendulum +import pytest +import requests +import yaml +from source_amplitude.components import TransformDatetimesToRFC3339 + +from airbyte_cdk.utils import AirbyteTracedException + + +class TestTransformDatetimesToRFC3339: + def test_transform(self): + transformation = TransformDatetimesToRFC3339() + record = {"event_time": "2021-01-01", "amplitude_id": 1234} + transformed_record = transformation.transform(record) + assert transformed_record == {"event_time": "2021-01-01T00:00:00+00:00", "amplitude_id": 1234} + + def test_transform_with_invalid_date(self): + transformation = TransformDatetimesToRFC3339() + record = {"event_time": "not a date", "amplitude_id": 1234} + with pytest.raises(AirbyteTracedException): + transformation.transform(record) + + def test_transform_with_null_date(self): + transformation = TransformDatetimesToRFC3339() + record = {"event_time": None, "amplitude_id": 1234} + assert transformation.transform(record) == record + + def test_transform_with_no_dates_to_update(self): + transformation = TransformDatetimesToRFC3339() + record = {"amplitude_id": 1234} + assert transformation.transform(record) == record From e692e8417c79536ef0a6ae89a14778e1695c371e Mon Sep 17 00:00:00 2001 From: pnilan Date: Fri, 17 Jan 2025 15:16:13 -0800 Subject: [PATCH 09/35] add state migration --- .../source_amplitude/components.py | 23 ++++++++++++++++--- .../source_amplitude/manifest.yaml | 14 +++++++---- 2 files changed, 29 insertions(+), 8 deletions(-) diff --git a/airbyte-integrations/connectors/source-amplitude/source_amplitude/components.py b/airbyte-integrations/connectors/source-amplitude/source_amplitude/components.py index f8cc4a209d91..bc3ab94e575a 100644 --- a/airbyte-integrations/connectors/source-amplitude/source_amplitude/components.py +++ b/airbyte-integrations/connectors/source-amplitude/source_amplitude/components.py @@ -4,14 +4,14 @@ import logging from dataclasses import dataclass -from typing import Any, Dict, List, MutableMapping, Optional +from typing import Any, Dict, List, Mapping, MutableMapping, Optional import pendulum import requests -import yaml from airbyte_cdk.models import FailureType from airbyte_cdk.sources.declarative.extractors.record_extractor import RecordExtractor +from airbyte_cdk.sources.declarative.migrations.state_migration import StateMigration from airbyte_cdk.sources.declarative.schema import JsonFileSchemaLoader from airbyte_cdk.sources.declarative.transformations import RecordTransformation from airbyte_cdk.sources.declarative.types import Config, Record @@ -59,7 +59,6 @@ def extract_records(self, response: requests.Response) -> List[Record]: return [] -@dataclass class TransformDatetimesToRFC3339(RecordTransformation): def __init__(self): self.name = "events" @@ -91,6 +90,7 @@ def _date_time_to_rfc3339(self, record: MutableMapping[str, Any]) -> MutableMapp if item in self.date_time_fields and record[item]: try: record[item] = pendulum.parse(record[item]).to_rfc3339_string() + # record[item] except Exception as e: logger.error(f"Error converting {item} to RFC3339 format: {e}") raise AirbyteTracedException( @@ -109,3 +109,20 @@ def transform( ) -> None: self.date_time_fields = self._get_date_time_items_from_schema(config) return self._date_time_to_rfc3339(record) + + +class EventsStateMigration(StateMigration): + def should_migrate(self, stream_state: Mapping[str, Any]) -> bool: + cursor_value = stream_state.get("server_upload_time") + if not cursor_value: + return False + try: + pendulum.from_format(cursor_value, "%Y-%m-%d %H:%M:%S.%f") + return True + except pendulum.exceptions.ParserError: + return False + + def migrate(self, stream_state: Mapping[str, Any]) -> Mapping[str, Any]: + cursor_value = stream_state.get("server_upload_time") + stream_state["server_upload_time"] = pendulum.from_format(cursor_value, "%Y-%m-%d %H:%M:%S.%f").to_rfc3339_string() + return stream_state diff --git a/airbyte-integrations/connectors/source-amplitude/source_amplitude/manifest.yaml b/airbyte-integrations/connectors/source-amplitude/source_amplitude/manifest.yaml index 088836b984a5..86aaa6c35d8e 100644 --- a/airbyte-integrations/connectors/source-amplitude/source_amplitude/manifest.yaml +++ b/airbyte-integrations/connectors/source-amplitude/source_amplitude/manifest.yaml @@ -364,7 +364,8 @@ definitions: type: DatetimeBasedCursor cursor_field: "{{ parameters['cursor_field'] }}" cursor_datetime_formats: - - "%Y-%m-%dT%H:%M:%S%z" + - "%Y-%m-%dT%H:%M:%S.%f%z" + - "%Y-%m-%d %H:%M:%S.%f" datetime_format: "%Y%m%dT%H" cursor_granularity: PT1H step: PT1{{ config.get("request_time_range", 24)}}H @@ -387,11 +388,14 @@ definitions: transformations: - type: CustomTransformation class_name: source_amplitude.components.TransformDatetimesToRFC3339 + state_migrations: + - type: CustomStateMigration + class_name: source_amplitude.components.EventsStateMigration $parameters: - name: "events" - primary_key: "uuid" - path: "/2/export" - cursor_field: "server_upload_time" + name: events + primary_key: uuid + path: /2/export + cursor_field: server_upload_time events_list_stream: type: DeclarativeStream name: events_list From 9eab2a2c3a37a80b8f2ff8fbd1d6ad00255a64dc Mon Sep 17 00:00:00 2001 From: pnilan Date: Tue, 21 Jan 2025 08:56:55 -0800 Subject: [PATCH 10/35] remove outdated tests --- .../unit_tests/events_request_content.zip | Bin 1489 -> 0 bytes .../unit_tests/records.json.zip | Bin 163 -> 0 bytes .../unit_tests/test_custom_extractors.py | 204 ------------------ .../unit_tests/zipped.json.gz | Bin 41 -> 0 bytes 4 files changed, 204 deletions(-) delete mode 100644 airbyte-integrations/connectors/source-amplitude/unit_tests/events_request_content.zip delete mode 100644 airbyte-integrations/connectors/source-amplitude/unit_tests/records.json.zip delete mode 100644 airbyte-integrations/connectors/source-amplitude/unit_tests/zipped.json.gz diff --git a/airbyte-integrations/connectors/source-amplitude/unit_tests/events_request_content.zip b/airbyte-integrations/connectors/source-amplitude/unit_tests/events_request_content.zip deleted file mode 100644 index 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Copyright (c) 2025 Airbyte, Inc., all rights reserved. # -import os -import re -import types -from contextlib import nullcontext as does_not_raise from unittest.mock import MagicMock, patch -import pendulum import pytest import requests from source_amplitude.components import ActiveUsersRecordExtractor, AverageSessionLengthRecordExtractor -from airbyte_cdk.utils import AirbyteTracedException - @pytest.mark.parametrize( "custom_extractor, data, expected", @@ -72,200 +65,3 @@ def test_parse_response(custom_extractor, data, expected): response.json = MagicMock(return_value={"data": data}) result = extractor.extract_records(response) assert result == expected - - -class TestEventsExtractor: - extractor = EventsExtractor(config={}, parameters={"name": "events"}) - - def test_get_date_time_items_from_schema(self): - expected = [ - "server_received_time", - "event_time", - "processed_time", - "user_creation_time", - "client_upload_time", - "server_upload_time", - "client_event_time", - ] - result = self.extractor._get_date_time_items_from_schema() - assert result == expected - - @pytest.mark.parametrize( - "record, expected", - [ - ({}, {}), - ({"event_time": "2021-05-27 11:59:53.710000"}, {"event_time": "2021-05-27T11:59:53.710000+00:00"}), - ({"event_time": None}, {"event_time": None}), - ({"event_time": ""}, {"event_time": ""}), - ], - ids=["empty_record", "transformed_record", "null_value", "empty_value"], - ) - def test_date_time_to_rfc3339(self, record, expected): - result = self.extractor._date_time_to_rfc3339(record) - assert result == expected - - @pytest.mark.parametrize( - "file_name, expected_records", - [ - ("records.json.zip", [{"id": 123}]), - ("zipped.json.gz", []), - ], - ids=["normal_file", "wrong_file"], - ) - def test_parse_zip(self, requests_mock, file_name, expected_records): - with open(f"{os.path.dirname(__file__)}/{file_name}", "rb") as zipped: - url = "https://amplitude.com/" - requests_mock.get(url, content=zipped.read()) - response = requests.get(url) - assert list(self.extractor.extract_records(response)) == expected_records - - def test_event_read(self, requests_mock): - stream = Events( - authenticator=MagicMock(), - start_date="2023-08-01T00:00:00Z", - data_region="Standard Server", - event_time_interval={"size_unit": "hours", "size": 24}, - ) - - with open(f"{os.path.dirname(__file__)}/events_request_content.zip", "rb") as zipped: - requests_mock.get("https://amplitude.com/api/2/export", content=zipped.read()) - - records = stream.read_records( - sync_mode=SyncMode.incremental, cursor_field="server_upload_time", stream_slice={"start": "20230701T00", "end": "20230701T23"} - ) - - assert len(list(records)) == 4 - - @pytest.mark.parametrize( - "error_code, expectation", - [ - (400, pytest.raises(AirbyteTracedException)), - (404, does_not_raise()), # does not raise because response action is IGNORE - (504, pytest.raises(AirbyteTracedException)), - (500, does_not_raise()), # does not raise because repsonse action is RETRY - ], - ) - def test_event_errors_read(self, mocker, requests_mock, error_code, expectation): - stream = Events( - authenticator=MagicMock(), - start_date="2023-08-01T00:00:00Z", - data_region="Standard Server", - event_time_interval={"size_unit": "hours", "size": 24}, - ) - - requests_mock.get("https://amplitude.com/api/2/export", status_code=error_code) - - mocker.patch("time.sleep", lambda x: None) - - with expectation: - records = stream.read_records( - sync_mode=SyncMode.incremental, - cursor_field="server_upload_time", - stream_slice={"start": "20230701T00", "end": "20230701T23"}, - ) - - assert list(records) == [] - - @pytest.mark.parametrize( - "file_name, content_is_valid, records_count", - [ - ("events_request_content.zip", True, 4), - ("zipped.json.gz", False, 0), - ], - ) - def test_events_parse_response(self, file_name, content_is_valid, records_count): - stream = Events( - authenticator=MagicMock(), - start_date="2023-08-01T00:00:00Z", - data_region="Standard Server", - event_time_interval={"size_unit": "hours", "size": 24}, - ) - - with open(f"{os.path.dirname(__file__)}/{file_name}", "rb") as zipped: - response = MagicMock() - response.content = zipped.read() - - # Ensure `.parse_response()` returns a types.GeneratorType. - # This was a main reason why the `Events` stream re-implemented as a separate python component - assert isinstance(stream.parse_response(response, stream_state={}), types.GeneratorType) - - parsed_response = list(stream.parse_response(response, stream_state={})) - - assert len(parsed_response) == records_count - - if content_is_valid: - # RFC3339 pattern - pattern = r"^((?:(\d{4}-\d{2}-\d{2})T(\d{2}:\d{2}:\d{2}(?:\.\d+)?))(Z|[\+-]\d{2}:\d{2})?)$" - - # Check datetime fields match RFC3339 pattern after `.parse_response()` being applied to records - for record in parsed_response: - assert re.match(pattern, record["server_received_time"]) is not None - assert re.match(pattern, record["event_time"]) is not None - assert re.match(pattern, record["processed_time"]) is not None - assert re.match(pattern, record["client_upload_time"]) is not None - assert re.match(pattern, record["server_upload_time"]) is not None - assert re.match(pattern, record["client_event_time"]) is not None - - @pytest.mark.parametrize( - "start_date, end_date, expected_slices", - [ - ( - "2023-08-01T00:00:00Z", - "2023-08-05T00:00:00Z", - [ - {"start": "20230801T00", "end": "20230801T23"}, - {"start": "20230802T00", "end": "20230802T23"}, - {"start": "20230803T00", "end": "20230803T23"}, - {"start": "20230804T00", "end": "20230804T23"}, - {"start": "20230805T00", "end": "20230805T23"}, - ], - ), - ("2023-08-05T00:00:00Z", "2023-08-01T00:00:00Z", []), - ], - ) - @patch("source_amplitude.streams.pendulum.now") - def test_event_stream_slices(self, pendulum_now_mock, start_date, end_date, expected_slices): - stream = Events( - authenticator=MagicMock(), - start_date=start_date, - data_region="Standard Server", - event_time_interval={"size_unit": "hours", "size": 24}, - ) - - pendulum_now_mock.return_value = pendulum.parse(end_date) - - slices = stream.stream_slices(stream_state={}) - - assert slices == expected_slices - - def test_event_request_params(self): - stream = Events( - authenticator=MagicMock(), - start_date="2023-08-01T00:00:00Z", - data_region="Standard Server", - event_time_interval={"size_unit": "hours", "size": 24}, - ) - params = stream.request_params(stream_slice={"start": "20230801T00", "end": "20230801T23"}) - assert params == {"start": "20230801T00", "end": "20230801T23"} - - def test_updated_state(self): - stream = Events( - authenticator=MagicMock(), - start_date="2023-08-01T00:00:00Z", - data_region="Standard Server", - event_time_interval={"size_unit": "hours", "size": 24}, - ) - - # Sample is in unordered state on purpose. We need to ensure state allways keeps latest value - cursor_fields_smaple = [ - {"server_upload_time": "2023-08-29"}, - {"server_upload_time": "2023-08-28"}, - {"server_upload_time": "2023-08-31"}, - {"server_upload_time": "2023-08-30"}, - ] - - state = {"server_upload_time": "2023-01-01"} - for record in cursor_fields_smaple: - state = stream._get_updated_state(state, record) - - assert state["server_upload_time"] == "2023-08-31 00:00:00.000000" diff --git a/airbyte-integrations/connectors/source-amplitude/unit_tests/zipped.json.gz b/airbyte-integrations/connectors/source-amplitude/unit_tests/zipped.json.gz deleted file mode 100644 index b4028712857e16d50c26a780c8a09fc238a5ee8f..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 41 xcmb2|=HO^~nVrP+za+J|L@%p2KaXK`*eRdDO+f}GM(bD^ex81Dft!JW0RU825840# From 9e1b952a9e22126684367c0061ad8c41650ef81b Mon Sep 17 00:00:00 2001 From: pnilan Date: Tue, 21 Jan 2025 09:08:42 -0800 Subject: [PATCH 11/35] bypass `test_state_with_abnormally_large_values` and update to latest cdk --- .../source-amplitude/acceptance-test-config.yml | 2 +- .../connectors/source-amplitude/poetry.lock | 10 +++++----- .../connectors/source-amplitude/pyproject.toml | 2 +- 3 files changed, 7 insertions(+), 7 deletions(-) diff --git a/airbyte-integrations/connectors/source-amplitude/acceptance-test-config.yml b/airbyte-integrations/connectors/source-amplitude/acceptance-test-config.yml index 60fea6bea8d2..9169f8845b87 100644 --- a/airbyte-integrations/connectors/source-amplitude/acceptance-test-config.yml +++ b/airbyte-integrations/connectors/source-amplitude/acceptance-test-config.yml @@ -36,7 +36,7 @@ acceptance_tests: - config_path: "secrets/config.json" configured_catalog_path: "integration_tests/configured_catalog.json" future_state: - future_state_path: "integration_tests/abnormal_state.json" + bypass_reason: "Test `test_state_with_abnormally_large_values` is bypassed as test does not make sense using Concurrent CDK" timeout_seconds: 3600 skip_comprehensive_incremental_tests: yes full_refresh: diff --git a/airbyte-integrations/connectors/source-amplitude/poetry.lock b/airbyte-integrations/connectors/source-amplitude/poetry.lock index e6c50d70def5..79ae57859f27 100644 --- a/airbyte-integrations/connectors/source-amplitude/poetry.lock +++ b/airbyte-integrations/connectors/source-amplitude/poetry.lock @@ -2,13 +2,13 @@ [[package]] name = "airbyte-cdk" -version = "6.21.0.dev0" +version = "6.22.0" description = "A framework for writing Airbyte Connectors." optional = false python-versions = "<3.13,>=3.10" files = [ - {file = "airbyte_cdk-6.21.0.dev0-py3-none-any.whl", hash = "sha256:e3e5758b088e0fb2533be6bc9d0f02177beba3b8430a4ed16ca6de93d8b2dc68"}, - {file = "airbyte_cdk-6.21.0.dev0.tar.gz", hash = "sha256:aeeb8bd18c813d5c34af14914426c61cabf3202bedb75b88f4dac4bdd73df3af"}, + {file = "airbyte_cdk-6.22.0-py3-none-any.whl", hash = "sha256:9a69140b75ba5bc413c39ffdeec3bfd2031d7de7ecc134d12fc3fc856d63249a"}, + {file = "airbyte_cdk-6.22.0.tar.gz", hash = "sha256:35053432ed3a3a17d18a67649ccb1382305fc8b1e1ff42667bb85a12f4517d7c"}, ] [package.dependencies] @@ -43,7 +43,7 @@ requests_cache = "*" serpyco-rs = ">=1.10.2,<2.0.0" Unidecode = ">=1.3,<2.0" wcmatch = "10.0" -xmltodict = ">=0.13.0,<0.14.0" +xmltodict = ">=0.13,<0.15" [package.extras] file-based = ["avro (>=1.11.2,<1.12.0)", "fastavro (>=1.8.0,<1.9.0)", "markdown", "pdf2image (==1.16.3)", "pdfminer.six (==20221105)", "pyarrow (>=15.0.0,<15.1.0)", "pytesseract (==0.3.10)", "python-calamine (==0.2.3)", "python-snappy (==0.7.3)", "unstructured.pytesseract (>=0.3.12)", "unstructured[docx,pptx] (==0.10.27)"] @@ -2023,4 +2023,4 @@ files = [ [metadata] lock-version = "2.0" python-versions = "^3.10,<3.12" -content-hash = "af0c8aa27d0edfb81557ca2b3af6851df0b4a8b56eaccb3115b2098ab6e802e2" +content-hash = "90b7fd6bd7ea12caaf5a3a96b95a4792fa3f777a67c9771bc71b0a5dcb4c8eaa" diff --git a/airbyte-integrations/connectors/source-amplitude/pyproject.toml b/airbyte-integrations/connectors/source-amplitude/pyproject.toml index c878cb101ef3..a1e4616b866d 100644 --- a/airbyte-integrations/connectors/source-amplitude/pyproject.toml +++ b/airbyte-integrations/connectors/source-amplitude/pyproject.toml @@ -17,7 +17,7 @@ include = "source_amplitude" [tool.poetry.dependencies] python = "^3.10,<3.12" -airbyte-cdk = "==6.21.0.dev0" +airbyte-cdk = "^6" pytest = "^8.3.4" [tool.poetry.scripts] From cdd165e0281bbf1b475900c2667fee78aeef77c4 Mon Sep 17 00:00:00 2001 From: pnilan Date: Tue, 21 Jan 2025 09:32:36 -0800 Subject: [PATCH 12/35] update integration test --- .../source-amplitude/integration_tests/integration_test.py | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/airbyte-integrations/connectors/source-amplitude/integration_tests/integration_test.py b/airbyte-integrations/connectors/source-amplitude/integration_tests/integration_test.py index c0b6f7e64019..b9c10f9a3330 100755 --- a/airbyte-integrations/connectors/source-amplitude/integration_tests/integration_test.py +++ b/airbyte-integrations/connectors/source-amplitude/integration_tests/integration_test.py @@ -11,6 +11,7 @@ from airbyte_cdk.models import SyncMode from airbyte_cdk.sources.declarative.types import StreamSlice +from airbyte_cdk.test.catalog_builder import CatalogBuilder @pytest.fixture(scope="module") @@ -21,7 +22,8 @@ def config(): @pytest.fixture(scope="module") def streams(config): - return SourceAmplitude().streams(config=config) + catalog = CatalogBuilder().with_stream("annotations_stream", sync_mode=SyncMode.full_refresh).with_stream("cohorts_stream", sync_mode=SyncMode.full_refresh).build() + return SourceAmplitude(catalog=catalog, config=config, state={}).streams(config=config) @pytest.fixture(scope="module") From 5a4b301620f866b840b6d9713c990bd98dcc6f8b Mon Sep 17 00:00:00 2001 From: pnilan Date: Tue, 21 Jan 2025 09:42:48 -0800 Subject: [PATCH 13/35] chore: format code --- .../source-amplitude/integration_tests/integration_test.py | 7 ++++++- 1 file changed, 6 insertions(+), 1 deletion(-) diff --git a/airbyte-integrations/connectors/source-amplitude/integration_tests/integration_test.py b/airbyte-integrations/connectors/source-amplitude/integration_tests/integration_test.py index b9c10f9a3330..b763c1fe2537 100755 --- a/airbyte-integrations/connectors/source-amplitude/integration_tests/integration_test.py +++ b/airbyte-integrations/connectors/source-amplitude/integration_tests/integration_test.py @@ -22,7 +22,12 @@ def config(): @pytest.fixture(scope="module") def streams(config): - catalog = CatalogBuilder().with_stream("annotations_stream", sync_mode=SyncMode.full_refresh).with_stream("cohorts_stream", sync_mode=SyncMode.full_refresh).build() + catalog = ( + CatalogBuilder() + .with_stream("annotations_stream", sync_mode=SyncMode.full_refresh) + .with_stream("cohorts_stream", sync_mode=SyncMode.full_refresh) + .build() + ) return SourceAmplitude(catalog=catalog, config=config, state={}).streams(config=config) From 363e66f1bd353ae0fe030fb73f80d64ee7459c3d Mon Sep 17 00:00:00 2001 From: pnilan Date: Tue, 21 Jan 2025 11:35:30 -0800 Subject: [PATCH 14/35] update state cursor field --- .../source-amplitude/integration_tests/sample_state.json | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/airbyte-integrations/connectors/source-amplitude/integration_tests/sample_state.json b/airbyte-integrations/connectors/source-amplitude/integration_tests/sample_state.json index 3d0f2f21136f..641082550c6f 100644 --- a/airbyte-integrations/connectors/source-amplitude/integration_tests/sample_state.json +++ b/airbyte-integrations/connectors/source-amplitude/integration_tests/sample_state.json @@ -2,7 +2,7 @@ { "type": "STREAM", "stream": { - "stream_state": { "event_time": "2023-02-15 08:00:00.000000" }, + "stream_state": { "server_upload_time": "2023-02-15 08:00:00.000000" }, "stream_descriptor": { "name": "events" } } }, From 43081c04903599e0f7fde3a96a2a60bc82bf738d Mon Sep 17 00:00:00 2001 From: pnilan Date: Tue, 21 Jan 2025 14:31:49 -0800 Subject: [PATCH 15/35] Revert -- remove events state migration --- .../source_amplitude/components.py | 17 ----------------- 1 file changed, 17 deletions(-) diff --git a/airbyte-integrations/connectors/source-amplitude/source_amplitude/components.py b/airbyte-integrations/connectors/source-amplitude/source_amplitude/components.py index bc3ab94e575a..7f5df8945d70 100644 --- a/airbyte-integrations/connectors/source-amplitude/source_amplitude/components.py +++ b/airbyte-integrations/connectors/source-amplitude/source_amplitude/components.py @@ -109,20 +109,3 @@ def transform( ) -> None: self.date_time_fields = self._get_date_time_items_from_schema(config) return self._date_time_to_rfc3339(record) - - -class EventsStateMigration(StateMigration): - def should_migrate(self, stream_state: Mapping[str, Any]) -> bool: - cursor_value = stream_state.get("server_upload_time") - if not cursor_value: - return False - try: - pendulum.from_format(cursor_value, "%Y-%m-%d %H:%M:%S.%f") - return True - except pendulum.exceptions.ParserError: - return False - - def migrate(self, stream_state: Mapping[str, Any]) -> Mapping[str, Any]: - cursor_value = stream_state.get("server_upload_time") - stream_state["server_upload_time"] = pendulum.from_format(cursor_value, "%Y-%m-%d %H:%M:%S.%f").to_rfc3339_string() - return stream_state From 19be117a447935cd73142a54cf1807f148115cb7 Mon Sep 17 00:00:00 2001 From: pnilan Date: Tue, 21 Jan 2025 14:42:18 -0800 Subject: [PATCH 16/35] remove filter condition --- .../source-amplitude/source_amplitude/manifest.yaml | 7 +------ 1 file changed, 1 insertion(+), 6 deletions(-) diff --git a/airbyte-integrations/connectors/source-amplitude/source_amplitude/manifest.yaml b/airbyte-integrations/connectors/source-amplitude/source_amplitude/manifest.yaml index 86aaa6c35d8e..ba57dac6d780 100644 --- a/airbyte-integrations/connectors/source-amplitude/source_amplitude/manifest.yaml +++ b/airbyte-integrations/connectors/source-amplitude/source_amplitude/manifest.yaml @@ -352,8 +352,6 @@ definitions: extractor: type: DpathExtractor field_path: [] - record_filter: - condition: "{{ record[parameters['cursor_field']] > stream_slice.get('start', config['start_date']) }}" decoder: type: ZipfileDecoder parser: @@ -368,7 +366,7 @@ definitions: - "%Y-%m-%d %H:%M:%S.%f" datetime_format: "%Y%m%dT%H" cursor_granularity: PT1H - step: PT1{{ config.get("request_time_range", 24)}}H + step: PT{{ config.get("request_time_range", 24)}}H start_datetime: type: MinMaxDatetime datetime: '{{ config["start_date"] }}' @@ -388,9 +386,6 @@ definitions: transformations: - type: CustomTransformation class_name: source_amplitude.components.TransformDatetimesToRFC3339 - state_migrations: - - type: CustomStateMigration - class_name: source_amplitude.components.EventsStateMigration $parameters: name: events primary_key: uuid From 78910cdfd32a1023d5b7314013ccbef2c5de5ada Mon Sep 17 00:00:00 2001 From: pnilan Date: Tue, 21 Jan 2025 15:11:19 -0800 Subject: [PATCH 17/35] clean up --- .../unit_tests/test_transform_datetimes_to_rfc3339.py | 9 +-------- 1 file changed, 1 insertion(+), 8 deletions(-) diff --git a/airbyte-integrations/connectors/source-amplitude/unit_tests/test_transform_datetimes_to_rfc3339.py b/airbyte-integrations/connectors/source-amplitude/unit_tests/test_transform_datetimes_to_rfc3339.py index 21fbf17edd9e..af1e457f89e1 100644 --- a/airbyte-integrations/connectors/source-amplitude/unit_tests/test_transform_datetimes_to_rfc3339.py +++ b/airbyte-integrations/connectors/source-amplitude/unit_tests/test_transform_datetimes_to_rfc3339.py @@ -2,16 +2,9 @@ # Copyright (c) 2025 Airbyte, Inc., all rights reserved. # -import os -import re -import types -from contextlib import nullcontext as does_not_raise -from unittest.mock import MagicMock, patch +from contextlib import nullcontext -import pendulum import pytest -import requests -import yaml from source_amplitude.components import TransformDatetimesToRFC3339 from airbyte_cdk.utils import AirbyteTracedException From 99b223c444793ce3516a6cee330b29dd60ce1ce6 Mon Sep 17 00:00:00 2001 From: pnilan Date: Tue, 21 Jan 2025 15:35:32 -0800 Subject: [PATCH 18/35] add tests --- .../test_transform_datetimes_to_rfc3339.py | 38 ++++++++++++++----- 1 file changed, 28 insertions(+), 10 deletions(-) diff --git a/airbyte-integrations/connectors/source-amplitude/unit_tests/test_transform_datetimes_to_rfc3339.py b/airbyte-integrations/connectors/source-amplitude/unit_tests/test_transform_datetimes_to_rfc3339.py index af1e457f89e1..9c1af056b1a1 100644 --- a/airbyte-integrations/connectors/source-amplitude/unit_tests/test_transform_datetimes_to_rfc3339.py +++ b/airbyte-integrations/connectors/source-amplitude/unit_tests/test_transform_datetimes_to_rfc3339.py @@ -1,8 +1,7 @@ # # Copyright (c) 2025 Airbyte, Inc., all rights reserved. # - -from contextlib import nullcontext +import json import pytest from source_amplitude.components import TransformDatetimesToRFC3339 @@ -12,23 +11,42 @@ class TestTransformDatetimesToRFC3339: def test_transform(self): - transformation = TransformDatetimesToRFC3339() record = {"event_time": "2021-01-01", "amplitude_id": 1234} - transformed_record = transformation.transform(record) + transformed_record = TransformDatetimesToRFC3339().transform(record) assert transformed_record == {"event_time": "2021-01-01T00:00:00+00:00", "amplitude_id": 1234} def test_transform_with_invalid_date(self): - transformation = TransformDatetimesToRFC3339() record = {"event_time": "not a date", "amplitude_id": 1234} with pytest.raises(AirbyteTracedException): - transformation.transform(record) + TransformDatetimesToRFC3339().transform(record) def test_transform_with_null_date(self): - transformation = TransformDatetimesToRFC3339() record = {"event_time": None, "amplitude_id": 1234} - assert transformation.transform(record) == record + assert TransformDatetimesToRFC3339().transform(record) == record def test_transform_with_no_dates_to_update(self): - transformation = TransformDatetimesToRFC3339() record = {"amplitude_id": 1234} - assert transformation.transform(record) == record + assert TransformDatetimesToRFC3339().transform(record) == record + + def test_get_schema(self): + schema = TransformDatetimesToRFC3339()._get_schema(config={}) + assert schema.get("$schema") + assert schema.get("type") == "object" + assert schema.get("properties", {}).get("server_upload_time") + + def test_get_date_time_items_from_schema(self): + date_time_items = TransformDatetimesToRFC3339()._get_date_time_items_from_schema(config={}) + + assert len(date_time_items) == 7 + assert all( + item in date_time_items + for item in [ + "event_time", + "server_upload_time", + "processed_time", + "server_received_time", + "user_creation_time", + "client_upload_time", + "client_event_time", + ] + ) From 9b5e5c6e8e515803a70fdbffee65e3e7a4251377 Mon Sep 17 00:00:00 2001 From: pnilan Date: Tue, 21 Jan 2025 15:45:40 -0800 Subject: [PATCH 19/35] add lookback window, update state format in sample --- .../source-amplitude/integration_tests/sample_state.json | 2 +- .../connectors/source-amplitude/source_amplitude/manifest.yaml | 1 + 2 files changed, 2 insertions(+), 1 deletion(-) diff --git a/airbyte-integrations/connectors/source-amplitude/integration_tests/sample_state.json b/airbyte-integrations/connectors/source-amplitude/integration_tests/sample_state.json index 641082550c6f..30d607503723 100644 --- a/airbyte-integrations/connectors/source-amplitude/integration_tests/sample_state.json +++ b/airbyte-integrations/connectors/source-amplitude/integration_tests/sample_state.json @@ -2,7 +2,7 @@ { "type": "STREAM", "stream": { - "stream_state": { "server_upload_time": "2023-02-15 08:00:00.000000" }, + "stream_state": { "event_time": "20230215T08" }, "stream_descriptor": { "name": "events" } } }, diff --git a/airbyte-integrations/connectors/source-amplitude/source_amplitude/manifest.yaml b/airbyte-integrations/connectors/source-amplitude/source_amplitude/manifest.yaml index ba57dac6d780..af45b9aea93f 100644 --- a/airbyte-integrations/connectors/source-amplitude/source_amplitude/manifest.yaml +++ b/airbyte-integrations/connectors/source-amplitude/source_amplitude/manifest.yaml @@ -367,6 +367,7 @@ definitions: datetime_format: "%Y%m%dT%H" cursor_granularity: PT1H step: PT{{ config.get("request_time_range", 24)}}H + lookback_window: PT2H start_datetime: type: MinMaxDatetime datetime: '{{ config["start_date"] }}' From 0e31378e560e0cbacec726118930cbc2feb35630 Mon Sep 17 00:00:00 2001 From: pnilan Date: Tue, 21 Jan 2025 15:56:25 -0800 Subject: [PATCH 20/35] hard code date-time properties into custom transfomration (for compatibility with inline schema) --- .../source_amplitude/components.py | 47 +++++++------------ .../test_transform_datetimes_to_rfc3339.py | 23 --------- 2 files changed, 16 insertions(+), 54 deletions(-) diff --git a/airbyte-integrations/connectors/source-amplitude/source_amplitude/components.py b/airbyte-integrations/connectors/source-amplitude/source_amplitude/components.py index 7f5df8945d70..8f5ba7fefe9c 100644 --- a/airbyte-integrations/connectors/source-amplitude/source_amplitude/components.py +++ b/airbyte-integrations/connectors/source-amplitude/source_amplitude/components.py @@ -62,27 +62,23 @@ def extract_records(self, response: requests.Response) -> List[Record]: class TransformDatetimesToRFC3339(RecordTransformation): def __init__(self): self.name = "events" + self.date_time_fields = [ + "event_time", + "server_upload_time", + "processed_time", + "server_received_time", + "user_creation_time", + "client_upload_time", + "client_event_time", + ] - def _get_schema(self, config: Config): - schema_loader = JsonFileSchemaLoader(config=config, parameters={"name": self.name}) - return schema_loader.get_json_schema() - - def _get_schema_root_properties(self, config: Config): - schema = self._get_schema(config=config) - return schema["properties"] - - def _get_date_time_items_from_schema(self, config: Config): - """ - Get all properties from schema with format: 'date-time' - """ - result = [] - schema = self._get_schema_root_properties(config=config) - for key, value in schema.items(): - if value.get("format") == "date-time": - result.append(key) - return result - - def _date_time_to_rfc3339(self, record: MutableMapping[str, Any]) -> MutableMapping[str, Any]: + def transform( + self, + record: Dict[str, Any], + config: Optional[Config] = None, + stream_state: Optional[StreamState] = None, + stream_slice: Optional[StreamSlice] = None, + ) -> None: """ Transform 'date-time' items to RFC3339 format """ @@ -90,7 +86,6 @@ def _date_time_to_rfc3339(self, record: MutableMapping[str, Any]) -> MutableMapp if item in self.date_time_fields and record[item]: try: record[item] = pendulum.parse(record[item]).to_rfc3339_string() - # record[item] except Exception as e: logger.error(f"Error converting {item} to RFC3339 format: {e}") raise AirbyteTracedException( @@ -99,13 +94,3 @@ def _date_time_to_rfc3339(self, record: MutableMapping[str, Any]) -> MutableMapp failure_type=FailureType.system_error, ) from e return record - - def transform( - self, - record: Dict[str, Any], - config: Optional[Config] = None, - stream_state: Optional[StreamState] = None, - stream_slice: Optional[StreamSlice] = None, - ) -> None: - self.date_time_fields = self._get_date_time_items_from_schema(config) - return self._date_time_to_rfc3339(record) diff --git a/airbyte-integrations/connectors/source-amplitude/unit_tests/test_transform_datetimes_to_rfc3339.py b/airbyte-integrations/connectors/source-amplitude/unit_tests/test_transform_datetimes_to_rfc3339.py index 9c1af056b1a1..8349e9f9f9a9 100644 --- a/airbyte-integrations/connectors/source-amplitude/unit_tests/test_transform_datetimes_to_rfc3339.py +++ b/airbyte-integrations/connectors/source-amplitude/unit_tests/test_transform_datetimes_to_rfc3339.py @@ -27,26 +27,3 @@ def test_transform_with_null_date(self): def test_transform_with_no_dates_to_update(self): record = {"amplitude_id": 1234} assert TransformDatetimesToRFC3339().transform(record) == record - - def test_get_schema(self): - schema = TransformDatetimesToRFC3339()._get_schema(config={}) - assert schema.get("$schema") - assert schema.get("type") == "object" - assert schema.get("properties", {}).get("server_upload_time") - - def test_get_date_time_items_from_schema(self): - date_time_items = TransformDatetimesToRFC3339()._get_date_time_items_from_schema(config={}) - - assert len(date_time_items) == 7 - assert all( - item in date_time_items - for item in [ - "event_time", - "server_upload_time", - "processed_time", - "server_received_time", - "user_creation_time", - "client_upload_time", - "client_event_time", - ] - ) From c294da43e29833ba97595d60b610b0f5796c6fb5 Mon Sep 17 00:00:00 2001 From: pnilan Date: Tue, 21 Jan 2025 15:56:55 -0800 Subject: [PATCH 21/35] remove python from metadata --- airbyte-integrations/connectors/source-amplitude/metadata.yaml | 1 - 1 file changed, 1 deletion(-) diff --git a/airbyte-integrations/connectors/source-amplitude/metadata.yaml b/airbyte-integrations/connectors/source-amplitude/metadata.yaml index 1d6f31dd36ce..24d448e0f691 100644 --- a/airbyte-integrations/connectors/source-amplitude/metadata.yaml +++ b/airbyte-integrations/connectors/source-amplitude/metadata.yaml @@ -41,7 +41,6 @@ data: - events_list supportLevel: certified tags: - - language:python - cdk:low-code connectorTestSuitesOptions: - suite: liveTests From f6db2b67cdf5380b5ce931dce79cf20d907d8043 Mon Sep 17 00:00:00 2001 From: pnilan Date: Tue, 21 Jan 2025 15:58:11 -0800 Subject: [PATCH 22/35] migrate events schema to inline --- .../source_amplitude/manifest.yaml | 578 ++++++++++++++---- .../source_amplitude/schemas/events.json | 247 -------- 2 files changed, 443 insertions(+), 382 deletions(-) delete mode 100644 airbyte-integrations/connectors/source-amplitude/source_amplitude/schemas/events.json diff --git a/airbyte-integrations/connectors/source-amplitude/source_amplitude/manifest.yaml b/airbyte-integrations/connectors/source-amplitude/source_amplitude/manifest.yaml index af45b9aea93f..0372215604ad 100644 --- a/airbyte-integrations/connectors/source-amplitude/source_amplitude/manifest.yaml +++ b/airbyte-integrations/connectors/source-amplitude/source_amplitude/manifest.yaml @@ -8,8 +8,7 @@ definitions: field_path: ["{{ parameters.get('data_field') }}"] requester: type: HttpRequester - url_base: - "https://{{'analytics.eu.' if config['data_region'] == 'EU Residency + url_base: "https://{{'analytics.eu.' if config['data_region'] == 'EU Residency Server' else '' }}amplitude.com/api" http_method: "GET" authenticator: @@ -19,26 +18,27 @@ definitions: error_handler: type: DefaultErrorHandler response_filters: - - http_codes: [400] - action: FAIL - failure_type: config_error - error_message: - The file size of the exported data is too large. Shorten the - time ranges and try again. The limit size is 4GB. Provide - a shorter 'request_time_range' interval. - - http_codes: [403] - action: FAIL - failure_type: config_error - error_message: - Access denied due to lack of permission or invalid API/Secret - key or wrong data region. - - http_codes: [404] - action: IGNORE - error_message: No data available for the time range requested. - - http_codes: [504] - action: FAIL - failure_type: config_error - error_message: "The amount of data is large and may be causing a timeout. For large amounts of data, the Amazon S3 destination is recommended. Refer to Amplitude documentation for information on setting up the S3 destination: https://amplitude.com/docs/data/destination-catalog/amazon-s3#run-a-manual-export" + - http_codes: [400] + action: FAIL + failure_type: config_error + error_message: The file size of the exported data is too large. Shorten the + time ranges and try again. The limit size is 4GB. Provide a shorter 'request_time_range' + interval. + - http_codes: [403] + action: FAIL + failure_type: config_error + error_message: Access denied due to lack of permission or invalid API/Secret + key or wrong data region. + - http_codes: [404] + action: IGNORE + error_message: No data available for the time range requested. + - http_codes: [504] + action: FAIL + failure_type: config_error + error_message: "The amount of data is large and may be causing a timeout. + For large amounts of data, the Amazon S3 destination is recommended. Refer + to Amplitude documentation for information on setting up the S3 destination: + https://amplitude.com/docs/data/destination-catalog/amazon-s3#run-a-manual-export" retriever: type: SimpleRetriever @@ -57,8 +57,8 @@ definitions: datetime: "{{ now_utc().strftime('%Y-%m-%d') }}" datetime_format: "%Y-%m-%d" cursor_datetime_formats: - - "%Y-%m-%d" - - "%Y-%m-%dT%H:%M:%S" + - "%Y-%m-%d" + - "%Y-%m-%dT%H:%M:%S" cursor_granularity: P1D step: P15D cursor_field: "{{ parameters['stream_cursor_field'] }}" @@ -84,24 +84,24 @@ definitions: date: description: The date when the annotation was made type: - - "null" - - string + - "null" + - string format: date details: description: Additional details or information related to the annotation type: - - "null" - - string + - "null" + - string id: description: The unique identifier for the annotation type: - - "null" - - integer + - "null" + - integer label: description: The label assigned to the annotation type: - - "null" - - string + - "null" + - string cohorts_stream: $ref: "#/definitions/base_stream" $parameters: @@ -119,139 +119,139 @@ definitions: appId: description: The unique identifier of the application. type: - - "null" - - integer + - "null" + - integer archived: description: Indicates if the cohort data is archived or not. type: - - "null" - - boolean + - "null" + - boolean definition: description: The specific definition or criteria for the cohort. type: - - "null" - - object + - "null" + - object description: description: A brief explanation or summary of the cohort data. type: - - "null" - - string + - "null" + - string finished: description: Indicates if the cohort data has been finalized. type: - - "null" - - boolean + - "null" + - boolean id: description: The unique identifier for the cohort. type: - - "null" - - string + - "null" + - string name: description: The name or title of the cohort. type: - - "null" - - string + - "null" + - string owners: description: The owners or administrators of the cohort. type: - - "null" - - array + - "null" + - array items: type: string published: description: Status indicating if the cohort data is published or not. type: - - "null" - - boolean + - "null" + - boolean size: description: Size or scale of the cohort data. type: - - "null" - - integer + - "null" + - integer type: description: The type or category of the cohort. type: - - "null" - - string + - "null" + - string lastMod: description: Timestamp of the last modification made to the cohort. type: - - "null" - - integer + - "null" + - integer lastComputed: description: Timestamp of the last computation of cohort data. type: - - "null" - - integer + - "null" + - integer hidden: description: Flag to determine if the cohort is hidden from view. type: - - "null" - - boolean + - "null" + - boolean is_predictive: description: Flag to indicate if the cohort is predictive in nature. type: - - "null" - - boolean + - "null" + - boolean is_official_content: description: Indicates if the cohort data is official content. type: - - "null" - - boolean + - "null" + - boolean chart_id: description: The identifier of the chart associated with the cohort. type: - - "null" - - string + - "null" + - string createdAt: description: The timestamp when the cohort was created. type: - - "null" - - integer + - "null" + - integer edit_id: description: The ID for editing purposes or version control. type: - - "null" - - string + - "null" + - string last_viewed: description: Timestamp when the cohort was last viewed. type: - - "null" - - integer + - "null" + - integer location_id: description: Identifier of the location associated with the cohort. type: - - "null" - - string + - "null" + - string metadata: description: Additional information or data related to the cohort. type: - - "null" - - array + - "null" + - array items: type: string popularity: description: Popularity rank or score of the cohort. type: - - "null" - - integer + - "null" + - integer shortcut_ids: description: Identifiers of any shortcuts associated with the cohort. type: - - "null" - - array + - "null" + - array items: type: string view_count: description: The total count of views on the cohort data. type: - - "null" - - integer + - "null" + - integer viewers: description: Users or viewers who have access to the cohort data. type: - - "null" - - array + - "null" + - array items: type: string base_incremental_stream: @@ -289,14 +289,14 @@ definitions: date: description: The date on which the session occurred type: - - "null" - - string + - "null" + - string format: date-time length: description: The duration of the session in seconds type: - - "null" - - number + - "null" + - number active_users_stream: $ref: "#/definitions/base_incremental_stream" retriever: @@ -332,16 +332,15 @@ definitions: date: description: The date for which the active user data is reported type: - - "null" - - string + - "null" + - string format: date statistics: - description: - The statistics related to the active users for the given + description: The statistics related to the active users for the given date type: - - "null" - - object + - "null" + - object events_stream: retriever: $ref: "#/definitions/retriever" @@ -362,8 +361,8 @@ definitions: type: DatetimeBasedCursor cursor_field: "{{ parameters['cursor_field'] }}" cursor_datetime_formats: - - "%Y-%m-%dT%H:%M:%S.%f%z" - - "%Y-%m-%d %H:%M:%S.%f" + - "%Y-%m-%dT%H:%M:%S.%f%z" + - "%Y-%m-%d %H:%M:%S.%f" datetime_format: "%Y%m%dT%H" cursor_granularity: PT1H step: PT{{ config.get("request_time_range", 24)}}H @@ -385,18 +384,327 @@ definitions: datetime: "{{ now_utc().strftime('%Y-%m-%dT%H:%M:%SZ') }}" datetime_format: "%Y-%m-%dT%H:%M:%SZ" transformations: - - type: CustomTransformation - class_name: source_amplitude.components.TransformDatetimesToRFC3339 + - type: CustomTransformation + class_name: source_amplitude.components.TransformDatetimesToRFC3339 $parameters: name: events primary_key: uuid path: /2/export cursor_field: server_upload_time + schema_loader: + type: InlineSchemaLoader + schema: + $schema: https://json-schema.org/draft-07/schema# + type: object + properties: + server_received_time: + description: The timestamp when the event data was received by the server + type: + - 'null' + - string + format: date-time + app: + description: Information related to the application where the event originated + type: + - 'null' + - integer + device_carrier: + description: The mobile carrier used by the device + type: + - 'null' + - string + $schema: + description: The schema version used for the event data + type: + - 'null' + - integer + city: + description: The city where the event occurred + type: + - 'null' + - string + user_id: + description: The unique identifier for the user + type: + - 'null' + - string + uuid: + description: The universally unique identifier for the event + type: + - 'null' + - string + event_time: + description: The timestamp when the event occurred + type: + - 'null' + - string + format: date-time + platform: + description: The platform where the event occurred (e.g., iOS, Android) + type: + - 'null' + - string + os_version: + description: The version of the operating system on the user's device + type: + - 'null' + - string + amplitude_id: + description: The unique identifier assigned by Amplitude for the event + type: + - 'null' + - integer + processed_time: + description: The timestamp when the event data was processed + type: + - 'null' + - string + format: date-time + user_creation_time: + description: The timestamp when the user account was created + type: + - 'null' + - string + format: date-time + version_name: + description: The name or label of the version associated with the event + type: + - 'null' + - string + ip_address: + description: The IP address from which the event was triggered + type: + - 'null' + - string + paying: + description: Flag indicating if the user is a paying customer + type: + - 'null' + - boolean + dma: + description: The Designated Market Area where the event occurred + type: + - 'null' + - string + group_properties: + description: Properties related to grouping events + type: + - 'null' + - object + user_properties: + description: Additional properties associated with the user + type: + - 'null' + - object + client_upload_time: + description: The timestamp when the event data was uploaded from the client + to the server + type: + - 'null' + - string + format: date-time + $insert_id: + description: The unique identifier assigned by Amplitude for each event + insertion + type: + - 'null' + - string + event_type: + description: The type/category of the event + type: + - 'null' + - string + library: + description: Information about the library/version used for event tracking + type: + - 'null' + - string + amplitude_attribution_ids: + description: IDs that Amplitude uses for attributing conversions to various + ad networks + type: + - 'null' + - string + device_type: + description: The type of device (e.g., smartphone, tablet) + type: + - 'null' + - string + device_manufacturer: + description: The manufacturer of the device + type: + - 'null' + - string + start_version: + description: The version at which the user started using the application + type: + - 'null' + - string + location_lng: + description: Longitude coordinate of the event location + type: + - 'null' + - number + server_upload_time: + description: The timestamp when the event data was uploaded to the server + type: + - 'null' + - string + format: date-time + event_id: + description: The unique identifier assigned to the event + type: + - 'null' + - integer + location_lat: + description: Latitude coordinate of the event location + type: + - 'null' + - number + os_name: + description: The name of the operating system on the user's device + type: + - 'null' + - string + amplitude_event_type: + description: The specific type of event tracked by Amplitude + type: + - 'null' + - string + device_brand: + description: The brand of the user's device + type: + - 'null' + - string + groups: + description: Groups to which the event belongs + type: + - 'null' + - object + event_properties: + description: Additional properties associated with the event + type: + - 'null' + - object + data: + description: Custom data associated with the event + type: + - 'null' + - object + device_id: + description: The unique identifier assigned to the device + type: + - 'null' + - string + language: + description: The language set on the user's device + type: + - 'null' + - string + device_model: + description: The model of the device + type: + - 'null' + - string + country: + description: The country where the event occurred + type: + - 'null' + - string + region: + description: The region where the event occurred + type: + - 'null' + - string + is_attribution_event: + description: Flag indicating if the event is an attribution event + type: + - 'null' + - boolean + adid: + description: The advertising identifier associated with the user's device + type: + - 'null' + - string + session_id: + description: The unique identifier for the user session + type: + - 'null' + - number + device_family: + description: The family of the device model + type: + - 'null' + - string + sample_rate: + description: The sampling rate used for the event data + type: + - 'null' + - string + - number + idfa: + description: The Identifier for Advertisers associated with the user's + device + type: + - 'null' + - string + client_event_time: + description: The timestamp when the event occurred on the client side + type: + - 'null' + - string + format: date-time + $insert_key: + description: The key used for identifying the event insertion + type: + - 'null' + - string + data_type: + description: The type of data associated with the event + type: + - 'null' + - string + plan: + description: Information related to the user's plan + type: + - 'null' + - object + properties: + branch: + description: The branch of the user's plan + type: + - 'null' + - string + source: + description: The source of the user's plan + type: + - 'null' + - string + version: + description: The version of the user's plan + type: + - 'null' + - string + source_id: + description: The unique identifier for the event source + type: + - 'null' + - string + partner_id: + description: The unique identifier for a partner associated with the event + type: + - 'null' + - string + global_user_properties: + description: Global properties associated with the user + type: + - 'null' + - object events_list_stream: type: DeclarativeStream name: events_list primary_key: - - id + - id retriever: type: SimpleRetriever requester: @@ -407,7 +715,7 @@ definitions: extractor: type: DpathExtractor field_path: - - data + - data schema_loader: type: InlineSchemaLoader schema: @@ -416,70 +724,70 @@ definitions: properties: autohidden: type: - - boolean - - "null" + - boolean + - "null" clusters_hidden: type: - - boolean - - "null" + - boolean + - "null" deleted: type: - - boolean - - "null" + - boolean + - "null" display: type: - - string - - "null" + - string + - "null" flow_hidden: type: - - boolean - - "null" + - boolean + - "null" hidden: type: - - boolean - - "null" + - boolean + - "null" id: type: number in_waitroom: type: - - boolean - - "null" + - boolean + - "null" name: type: - - string - - "null" + - string + - "null" non_active: type: - - boolean - - "null" + - boolean + - "null" timeline_hidden: type: - - boolean - - number - - "null" + - boolean + - number + - "null" totals: type: - - number - - "null" + - number + - "null" totals_delta: type: - - number - - "null" + - number + - "null" value: type: - - string - - "null" + - string + - "null" required: - - id + - id additionalProperties: true streams: - - "#/definitions/annotations_stream" - - "#/definitions/cohorts_stream" - - "#/definitions/average_session_length_stream" - - "#/definitions/active_users_stream" - - "#/definitions/events_list_stream" - - "#/definitions/events_stream" +- "#/definitions/annotations_stream" +- "#/definitions/cohorts_stream" +- "#/definitions/average_session_length_stream" +- "#/definitions/active_users_stream" +- "#/definitions/events_list_stream" +- "#/definitions/events_stream" check: stream_names: - - "active_users" + - "active_users" diff --git a/airbyte-integrations/connectors/source-amplitude/source_amplitude/schemas/events.json b/airbyte-integrations/connectors/source-amplitude/source_amplitude/schemas/events.json deleted file mode 100644 index d06f0fa0e204..000000000000 --- a/airbyte-integrations/connectors/source-amplitude/source_amplitude/schemas/events.json +++ /dev/null @@ -1,247 +0,0 @@ -{ - "$schema": "https://json-schema.org/draft-07/schema#", - "type": "object", - "properties": { - "server_received_time": { - "description": "The timestamp when the event data was received by the server", - "type": ["null", "string"], - "format": "date-time" - }, - "app": { - "description": "Information related to the application where the event originated", - "type": ["null", "integer"] - }, - "device_carrier": { - "description": "The mobile carrier used by the device", - "type": ["null", "string"] - }, - "$schema": { - "description": "The schema version used for the event data", - "type": ["null", "integer"] - }, - "city": { - "description": "The city where the event occurred", - "type": ["null", "string"] - }, - "user_id": { - "description": "The unique identifier for the user", - "type": ["null", "string"] - }, - "uuid": { - "description": "The universally unique identifier for the event", - "type": ["null", "string"] - }, - "event_time": { - "description": "The timestamp when the event occurred", - "type": ["null", "string"], - "format": "date-time" - }, - "platform": { - "description": "The platform where the event occurred (e.g., iOS, Android)", - "type": ["null", "string"] - }, - "os_version": { - "description": "The version of the operating system on the user's device", - "type": ["null", "string"] - }, - "amplitude_id": { - "description": "The unique identifier assigned by Amplitude for the event", - "type": ["null", "integer"] - }, - "processed_time": { - "description": "The timestamp when the event data was processed", - "type": ["null", "string"], - "format": "date-time" - }, - "user_creation_time": { - "description": "The timestamp when the user account was created", - "type": ["null", "string"], - "format": "date-time" - }, - "version_name": { - "description": "The name or label of the version associated with the event", - "type": ["null", "string"] - }, - "ip_address": { - "description": "The IP address from which the event was triggered", - "type": ["null", "string"] - }, - "paying": { - "description": "Flag indicating if the user is a paying customer", - "type": ["null", "boolean"] - }, - "dma": { - "description": "The Designated Market Area where the event occurred", - "type": ["null", "string"] - }, - "group_properties": { - "description": "Properties related to grouping events", - "type": ["null", "object"] - }, - "user_properties": { - "description": "Additional properties associated with the user", - "type": ["null", "object"] - }, - "client_upload_time": { - "description": "The timestamp when the event data was uploaded from the client to the server", - "type": ["null", "string"], - "format": "date-time" - }, - "$insert_id": { - "description": "The unique identifier assigned by Amplitude for each event insertion", - "type": ["null", "string"] - }, - "event_type": { - "description": "The type/category of the event", - "type": ["null", "string"] - }, - "library": { - "description": "Information about the library/version used for event tracking", - "type": ["null", "string"] - }, - "amplitude_attribution_ids": { - "description": "IDs that Amplitude uses for attributing conversions to various ad networks", - "type": ["null", "string"] - }, - "device_type": { - "description": "The type of device (e.g., smartphone, tablet)", - "type": ["null", "string"] - }, - "device_manufacturer": { - "description": "The manufacturer of the device", - "type": ["null", "string"] - }, - "start_version": { - "description": "The version at which the user started using the application", - "type": ["null", "string"] - }, - "location_lng": { - "description": "Longitude coordinate of the event location", - "type": ["null", "number"] - }, - "server_upload_time": { - "description": "The timestamp when the event data was uploaded to the server", - "type": ["null", "string"], - "format": "date-time" - }, - "event_id": { - "description": "The unique identifier assigned to the event", - "type": ["null", "integer"] - }, - "location_lat": { - "description": "Latitude coordinate of the event location", - "type": ["null", "number"] - }, - "os_name": { - "description": "The name of the operating system on the user's device", - "type": ["null", "string"] - }, - "amplitude_event_type": { - "description": "The specific type of event tracked by Amplitude", - "type": ["null", "string"] - }, - "device_brand": { - "description": "The brand of the user's device", - "type": ["null", "string"] - }, - "groups": { - "description": "Groups to which the event belongs", - "type": ["null", "object"] - }, - "event_properties": { - "description": "Additional properties associated with the event", - "type": ["null", "object"] - }, - "data": { - "description": "Custom data associated with the event", - "type": ["null", "object"] - }, - "device_id": { - "description": "The unique identifier assigned to the device", - "type": ["null", "string"] - }, - "language": { - "description": "The language set on the user's device", - "type": ["null", "string"] - }, - "device_model": { - "description": "The model of the device", - "type": ["null", "string"] - }, - "country": { - "description": "The country where the event occurred", - "type": ["null", "string"] - }, - "region": { - "description": "The region where the event occurred", - "type": ["null", "string"] - }, - "is_attribution_event": { - "description": "Flag indicating if the event is an attribution event", - "type": ["null", "boolean"] - }, - "adid": { - "description": "The advertising identifier associated with the user's device", - "type": ["null", "string"] - }, - "session_id": { - "description": "The unique identifier for the user session", - "type": ["null", "number"] - }, - "device_family": { - "description": "The family of the device model", - "type": ["null", "string"] - }, - "sample_rate": { - "description": "The sampling rate used for the event data", - "type": ["null", "string", "number"] - }, - "idfa": { - "description": "The Identifier for Advertisers associated with the user's device", - "type": ["null", "string"] - }, - "client_event_time": { - "description": "The timestamp when the event occurred on the client side", - "type": ["null", "string"], - "format": "date-time" - }, - "$insert_key": { - "description": "The key used for identifying the event insertion", - "type": ["null", "string"] - }, - "data_type": { - "description": "The type of data associated with the event", - "type": ["null", "string"] - }, - "plan": { - "description": "Information related to the user's plan", - "type": ["null", "object"], - "properties": { - "branch": { - "description": "The branch of the user's plan", - "type": ["null", "string"] - }, - "source": { - "description": "The source of the user's plan", - "type": ["null", "string"] - }, - "version": { - "description": "The version of the user's plan", - "type": ["null", "string"] - } - } - }, - "source_id": { - "description": "The unique identifier for the event source", - "type": ["null", "string"] - }, - "partner_id": { - "description": "The unique identifier for a partner associated with the event", - "type": ["null", "string"] - }, - "global_user_properties": { - "description": "Global properties associated with the user", - "type": ["null", "object"] - } - } -} From 63c60749e0f74d569e7cf373406aa9cf2bacbe91 Mon Sep 17 00:00:00 2001 From: pnilan Date: Tue, 21 Jan 2025 15:59:08 -0800 Subject: [PATCH 23/35] migrated to manifest-only via `airbyte-ci` command --- .../connectors/source-amplitude/README.md | 89 +- .../connectors/source-amplitude/__init__.py | 3 - .../acceptance-test-config.yml | 57 +- .../{source_amplitude => }/components.py | 0 .../connectors/source-amplitude/main.py | 9 - .../connectors/source-amplitude/manifest.yaml | 2198 +++++++++++++++++ .../connectors/source-amplitude/metadata.yaml | 60 +- .../connectors/source-amplitude/poetry.lock | 2026 --------------- .../source-amplitude/pyproject.toml | 29 - .../source_amplitude/__init__.py | 8 - .../source_amplitude/manifest.yaml | 793 ------ .../source-amplitude/source_amplitude/run.py | 53 - .../source_amplitude/source.py | 23 - .../source_amplitude/spec.yaml | 59 - 14 files changed, 2284 insertions(+), 3123 deletions(-) delete mode 100644 airbyte-integrations/connectors/source-amplitude/__init__.py rename airbyte-integrations/connectors/source-amplitude/{source_amplitude => }/components.py (100%) delete mode 100644 airbyte-integrations/connectors/source-amplitude/main.py create mode 100644 airbyte-integrations/connectors/source-amplitude/manifest.yaml delete mode 100644 airbyte-integrations/connectors/source-amplitude/poetry.lock delete mode 100644 airbyte-integrations/connectors/source-amplitude/pyproject.toml delete mode 100644 airbyte-integrations/connectors/source-amplitude/source_amplitude/__init__.py delete mode 100644 airbyte-integrations/connectors/source-amplitude/source_amplitude/manifest.yaml delete mode 100644 airbyte-integrations/connectors/source-amplitude/source_amplitude/run.py delete mode 100644 airbyte-integrations/connectors/source-amplitude/source_amplitude/source.py delete mode 100644 airbyte-integrations/connectors/source-amplitude/source_amplitude/spec.yaml diff --git a/airbyte-integrations/connectors/source-amplitude/README.md b/airbyte-integrations/connectors/source-amplitude/README.md index 246d7aef8cee..3d9825c3bd0d 100644 --- a/airbyte-integrations/connectors/source-amplitude/README.md +++ b/airbyte-integrations/connectors/source-amplitude/README.md @@ -1,49 +1,22 @@ # Amplitude source connector -This is the repository for the Amplitude source connector, written in Python. -For information about how to use this connector within Airbyte, see [the documentation](https://docs.airbyte.com/integrations/sources/amplitude). +This directory contains the manifest-only connector for `source-amplitude`. +This _manifest-only_ connector is not a Python package on its own, as it runs inside of the base `source-declarative-manifest` image. -## Local development - -### Prerequisites - -- Python (~=3.9) -- Poetry (~=1.7) - installation instructions [here](https://python-poetry.org/docs/#installation) - -### Installing the connector - -From this connector directory, run: - -```bash -poetry install --with dev -``` - -### Create credentials +For information about how to configure and use this connector within Airbyte, see [the connector's full documentation](https://docs.airbyte.com/integrations/sources/amplitude). -**If you are a community contributor**, follow the instructions in the [documentation](https://docs.airbyte.com/integrations/sources/amplitude) -to generate the necessary credentials. Then create a file `secrets/config.json` conforming to the `source_amplitude/spec.yaml` file. -Note that any directory named `secrets` is gitignored across the entire Airbyte repo, so there is no danger of accidentally checking in sensitive information. -See `sample_files/sample_config.json` for a sample config file. - -### Locally running the connector - -``` -poetry run source-amplitude spec -poetry run source-amplitude check --config secrets/config.json -poetry run source-amplitude discover --config secrets/config.json -poetry run source-amplitude read --config secrets/config.json --catalog sample_files/configured_catalog.json -``` +## Local development -### Running unit tests +We recommend using the Connector Builder to edit this connector. +Using either Airbyte Cloud or your local Airbyte OSS instance, navigate to the **Builder** tab and select **Import a YAML**. +Then select the connector's `manifest.yaml` file to load the connector into the Builder. You're now ready to make changes to the connector! -To run unit tests locally, from the connector directory run: - -``` -poetry run pytest unit_tests -``` +If you prefer to develop locally, you can follow the instructions below. ### Building the docker image +You can build any manifest-only connector with `airbyte-ci`: + 1. Install [`airbyte-ci`](https://github.com/airbytehq/airbyte/blob/master/airbyte-ci/connectors/pipelines/README.md) 2. Run the following command to build the docker image: @@ -53,18 +26,24 @@ airbyte-ci connectors --name=source-amplitude build An image will be available on your host with the tag `airbyte/source-amplitude:dev`. +### Creating credentials + +**If you are a community contributor**, follow the instructions in the [documentation](https://docs.airbyte.com/integrations/sources/amplitude) +to generate the necessary credentials. Then create a file `secrets/config.json` conforming to the `spec` object in the connector's `manifest.yaml` file. +Note that any directory named `secrets` is gitignored across the entire Airbyte repo, so there is no danger of accidentally checking in sensitive information. + ### Running as a docker container -Then run any of the connector commands as follows: +Then run any of the standard source connector commands: -``` +```bash docker run --rm airbyte/source-amplitude:dev spec docker run --rm -v $(pwd)/secrets:/secrets airbyte/source-amplitude:dev check --config /secrets/config.json docker run --rm -v $(pwd)/secrets:/secrets airbyte/source-amplitude:dev discover --config /secrets/config.json docker run --rm -v $(pwd)/secrets:/secrets -v $(pwd)/integration_tests:/integration_tests airbyte/source-amplitude:dev read --config /secrets/config.json --catalog /integration_tests/configured_catalog.json ``` -### Running our CI test suite +### Running the CI test suite You can run our full test suite locally using [`airbyte-ci`](https://github.com/airbytehq/airbyte/blob/master/airbyte-ci/connectors/pipelines/README.md): @@ -72,33 +51,15 @@ You can run our full test suite locally using [`airbyte-ci`](https://github.com/ airbyte-ci connectors --name=source-amplitude test ``` -### Customizing acceptance Tests - -Customize `acceptance-test-config.yml` file to configure acceptance tests. See [Connector Acceptance Tests](https://docs.airbyte.com/connector-development/testing-connectors/connector-acceptance-tests-reference) for more information. -If your connector requires to create or destroy resources for use during acceptance tests create fixtures for it and place them inside integration_tests/acceptance.py. - -### Dependency Management - -All of your dependencies should be managed via Poetry. -To add a new dependency, run: - -```bash -poetry add -``` - -Please commit the changes to `pyproject.toml` and `poetry.lock` files. - ## Publishing a new version of the connector -You've checked out the repo, implemented a million dollar feature, and you're ready to share your changes with the world. Now what? - -1. Make sure your changes are passing our test suite: `airbyte-ci connectors --name=source-amplitude test` -2. Bump the connector version (please follow [semantic versioning for connectors](https://docs.airbyte.com/contributing-to-airbyte/resources/pull-requests-handbook/#semantic-versioning-for-connectors)): - - bump the `dockerImageTag` value in in `metadata.yaml` - - bump the `version` value in `pyproject.toml` -3. Make sure the `metadata.yaml` content is up to date. +If you want to contribute changes to `source-amplitude`, here's how you can do that: +1. Make your changes locally, or load the connector's manifest into Connector Builder and make changes there. +2. Make sure your changes are passing our test suite with `airbyte-ci connectors --name=source-amplitude test` +3. Bump the connector version (please follow [semantic versioning for connectors](https://docs.airbyte.com/contributing-to-airbyte/resources/pull-requests-handbook/#semantic-versioning-for-connectors)): + - bump the `dockerImageTag` value in in `metadata.yaml` 4. Make sure the connector documentation and its changelog is up to date (`docs/integrations/sources/amplitude.md`). 5. Create a Pull Request: use [our PR naming conventions](https://docs.airbyte.com/contributing-to-airbyte/resources/pull-requests-handbook/#pull-request-title-convention). 6. Pat yourself on the back for being an awesome contributor. 7. Someone from Airbyte will take a look at your PR and iterate with you to merge it into master. -8. Once your PR is merged, the new version of the connector will be automatically published to Docker Hub and our connector registry. +8. Once your PR is merged, the new version of the connector will be automatically published to Docker Hub and our connector registry. \ No newline at end of file diff --git a/airbyte-integrations/connectors/source-amplitude/__init__.py b/airbyte-integrations/connectors/source-amplitude/__init__.py deleted file mode 100644 index c941b3045795..000000000000 --- a/airbyte-integrations/connectors/source-amplitude/__init__.py +++ /dev/null @@ -1,3 +0,0 @@ -# -# Copyright (c) 2023 Airbyte, Inc., all rights reserved. -# diff --git a/airbyte-integrations/connectors/source-amplitude/acceptance-test-config.yml b/airbyte-integrations/connectors/source-amplitude/acceptance-test-config.yml index 9169f8845b87..4dffc7957ee4 100644 --- a/airbyte-integrations/connectors/source-amplitude/acceptance-test-config.yml +++ b/airbyte-integrations/connectors/source-amplitude/acceptance-test-config.yml @@ -5,41 +5,44 @@ test_strictness_level: high acceptance_tests: spec: tests: - - spec_path: "source_amplitude/spec.yaml" - backward_compatibility_tests_config: + - spec_path: "manifest.yaml" + backward_compatibility_tests_config: # added new `active_users_group_by_country` prop to toggle grouping by country - disable_for_version: 0.6.10 + disable_for_version: 0.6.10 connection: tests: - - config_path: "secrets/config.json" - status: "succeed" - - config_path: "integration_tests/invalid_config.json" - status: "failed" + - config_path: "secrets/config.json" + status: "succeed" + - config_path: "integration_tests/invalid_config.json" + status: "failed" discovery: tests: - - config_path: "secrets/config.json" - backward_compatibility_tests_config: - disable_for_version: 0.3.5 # `date` format changed to format: date-time in the AverageSessionLength stream + - config_path: "secrets/config.json" + backward_compatibility_tests_config: + disable_for_version: 0.3.5 # `date` format changed to format: date-time in the AverageSessionLength stream basic_read: tests: - - config_path: "secrets/config.json" - empty_streams: - - name: "cohorts" - bypass_reason: "This stream is empty due to free subscription plan for the sandbox." - - name: "annotations" - bypass_reason: "This stream is empty due to free subscription plan for the sandbox." - expect_records: - path: "integration_tests/expected_records.jsonl" - exact_order: no + - config_path: "secrets/config.json" + empty_streams: + - name: "cohorts" + bypass_reason: "This stream is empty due to free subscription plan for the + sandbox." + - name: "annotations" + bypass_reason: "This stream is empty due to free subscription plan for the + sandbox." + expect_records: + path: "integration_tests/expected_records.jsonl" + exact_order: no incremental: tests: - - config_path: "secrets/config.json" - configured_catalog_path: "integration_tests/configured_catalog.json" - future_state: - bypass_reason: "Test `test_state_with_abnormally_large_values` is bypassed as test does not make sense using Concurrent CDK" - timeout_seconds: 3600 - skip_comprehensive_incremental_tests: yes + - config_path: "secrets/config.json" + configured_catalog_path: "integration_tests/configured_catalog.json" + future_state: + bypass_reason: "Test `test_state_with_abnormally_large_values` is bypassed + as test does not make sense using Concurrent CDK" + timeout_seconds: 3600 + skip_comprehensive_incremental_tests: yes full_refresh: tests: - - config_path: "secrets/config.json" - configured_catalog_path: "integration_tests/configured_catalog.json" + - config_path: "secrets/config.json" + configured_catalog_path: "integration_tests/configured_catalog.json" diff --git a/airbyte-integrations/connectors/source-amplitude/source_amplitude/components.py b/airbyte-integrations/connectors/source-amplitude/components.py similarity index 100% rename from airbyte-integrations/connectors/source-amplitude/source_amplitude/components.py rename to airbyte-integrations/connectors/source-amplitude/components.py diff --git a/airbyte-integrations/connectors/source-amplitude/main.py b/airbyte-integrations/connectors/source-amplitude/main.py deleted file mode 100644 index 66dbbbcd80bf..000000000000 --- a/airbyte-integrations/connectors/source-amplitude/main.py +++ /dev/null @@ -1,9 +0,0 @@ -# -# Copyright (c) 2023 Airbyte, Inc., all rights reserved. -# - -from source_amplitude.run import run - - -if __name__ == "__main__": - run() diff --git a/airbyte-integrations/connectors/source-amplitude/manifest.yaml b/airbyte-integrations/connectors/source-amplitude/manifest.yaml new file mode 100644 index 000000000000..b1734b7ac3f4 --- /dev/null +++ b/airbyte-integrations/connectors/source-amplitude/manifest.yaml @@ -0,0 +1,2198 @@ +version: "5.15.0" +definitions: + selector: + type: RecordSelector + extractor: + type: DpathExtractor + field_path: + - "{{ parameters.get('data_field') }}" + requester: + type: HttpRequester + url_base: "https://{{'analytics.eu.' if config['data_region'] == 'EU Residency + Server' else '' }}amplitude.com/api" + http_method: "GET" + authenticator: + type: BasicHttpAuthenticator + username: "{{ config['api_key'] }}" + password: "{{ config['secret_key'] }}" + error_handler: + type: DefaultErrorHandler + response_filters: + - http_codes: + - 400 + action: FAIL + failure_type: config_error + error_message: The file size of the exported data is too large. Shorten the + time ranges and try again. The limit size is 4GB. Provide a shorter 'request_time_range' + interval. + - http_codes: + - 403 + action: FAIL + failure_type: config_error + error_message: Access denied due to lack of permission or invalid API/Secret + key or wrong data region. + - http_codes: + - 404 + action: IGNORE + error_message: No data available for the time range requested. + - http_codes: + - 504 + action: FAIL + failure_type: config_error + error_message: "The amount of data is large and may be causing a timeout. + For large amounts of data, the Amazon S3 destination is recommended. Refer + to Amplitude documentation for information on setting up the S3 destination: + https://amplitude.com/docs/data/destination-catalog/amazon-s3#run-a-manual-export" + retriever: + type: SimpleRetriever + record_selector: + type: RecordSelector + extractor: + type: DpathExtractor + field_path: + - "{{ parameters.get('data_field') }}" + paginator: + type: NoPagination + requester: + type: HttpRequester + url_base: "https://{{'analytics.eu.' if config['data_region'] == 'EU Residency + Server' else '' }}amplitude.com/api" + http_method: "GET" + authenticator: + type: BasicHttpAuthenticator + username: "{{ config['api_key'] }}" + password: "{{ config['secret_key'] }}" + error_handler: + type: DefaultErrorHandler + response_filters: + - http_codes: + - 400 + action: FAIL + failure_type: config_error + error_message: The file size of the exported data is too large. Shorten + the time ranges and try again. The limit size is 4GB. Provide a shorter + 'request_time_range' interval. + - http_codes: + - 403 + action: FAIL + failure_type: config_error + error_message: Access denied due to lack of permission or invalid API/Secret + key or wrong data region. + - http_codes: + - 404 + action: IGNORE + error_message: No data available for the time range requested. + - http_codes: + - 504 + action: FAIL + failure_type: config_error + error_message: "The amount of data is large and may be causing a timeout. + For large amounts of data, the Amazon S3 destination is recommended. Refer + to Amplitude documentation for information on setting up the S3 destination: + https://amplitude.com/docs/data/destination-catalog/amazon-s3#run-a-manual-export" + datetime_incremental_sync: + type: DatetimeBasedCursor + start_datetime: + datetime: "{{ format_datetime(config['start_date'], '%Y-%m-%d') }}" + end_datetime: + datetime: "{{ now_utc().strftime('%Y-%m-%d') }}" + datetime_format: "%Y-%m-%d" + cursor_datetime_formats: + - "%Y-%m-%d" + - "%Y-%m-%dT%H:%M:%S" + cursor_granularity: P1D + step: P15D + cursor_field: "{{ parameters['stream_cursor_field'] }}" + base_stream: + retriever: + type: SimpleRetriever + record_selector: + type: RecordSelector + extractor: + type: DpathExtractor + field_path: + - "{{ parameters.get('data_field') }}" + paginator: + type: NoPagination + requester: + type: HttpRequester + url_base: "https://{{'analytics.eu.' if config['data_region'] == 'EU Residency + Server' else '' }}amplitude.com/api" + http_method: "GET" + authenticator: + type: BasicHttpAuthenticator + username: "{{ config['api_key'] }}" + password: "{{ config['secret_key'] }}" + error_handler: + type: DefaultErrorHandler + response_filters: + - http_codes: + - 400 + action: FAIL + failure_type: config_error + error_message: The file size of the exported data is too large. Shorten + the time ranges and try again. The limit size is 4GB. Provide a shorter + 'request_time_range' interval. + - http_codes: + - 403 + action: FAIL + failure_type: config_error + error_message: Access denied due to lack of permission or invalid API/Secret + key or wrong data region. + - http_codes: + - 404 + action: IGNORE + error_message: No data available for the time range requested. + - http_codes: + - 504 + action: FAIL + failure_type: config_error + error_message: "The amount of data is large and may be causing a timeout. + For large amounts of data, the Amazon S3 destination is recommended. + Refer to Amplitude documentation for information on setting up the S3 + destination: https://amplitude.com/docs/data/destination-catalog/amazon-s3#run-a-manual-export" + annotations_stream: + retriever: + type: SimpleRetriever + record_selector: + type: RecordSelector + extractor: + type: DpathExtractor + field_path: + - "{{ parameters.get('data_field') }}" + paginator: + type: NoPagination + requester: + type: HttpRequester + url_base: "https://{{'analytics.eu.' if config['data_region'] == 'EU Residency + Server' else '' }}amplitude.com/api" + http_method: "GET" + authenticator: + type: BasicHttpAuthenticator + username: "{{ config['api_key'] }}" + password: "{{ config['secret_key'] }}" + error_handler: + type: DefaultErrorHandler + response_filters: + - http_codes: + - 400 + action: FAIL + failure_type: config_error + error_message: The file size of the exported data is too large. Shorten + the time ranges and try again. The limit size is 4GB. Provide a shorter + 'request_time_range' interval. + - http_codes: + - 403 + action: FAIL + failure_type: config_error + error_message: Access denied due to lack of permission or invalid API/Secret + key or wrong data region. + - http_codes: + - 404 + action: IGNORE + error_message: No data available for the time range requested. + - http_codes: + - 504 + action: FAIL + failure_type: config_error + error_message: "The amount of data is large and may be causing a timeout. + For large amounts of data, the Amazon S3 destination is recommended. + Refer to Amplitude documentation for information on setting up the S3 + destination: https://amplitude.com/docs/data/destination-catalog/amazon-s3#run-a-manual-export" + schema_loader: + type: InlineSchemaLoader + schema: + $schema: https://json-schema.org/draft-07/schema# + type: object + properties: + date: + description: The date when the annotation was made + type: + - "null" + - string + format: date + details: + description: Additional details or information related to the annotation + type: + - "null" + - string + id: + description: The unique identifier for the annotation + type: + - "null" + - integer + label: + description: The label assigned to the annotation + type: + - "null" + - string + cohorts_stream: + retriever: + type: SimpleRetriever + record_selector: + type: RecordSelector + extractor: + type: DpathExtractor + field_path: + - "{{ parameters.get('data_field') }}" + paginator: + type: NoPagination + requester: + type: HttpRequester + url_base: "https://{{'analytics.eu.' if config['data_region'] == 'EU Residency + Server' else '' }}amplitude.com/api" + http_method: "GET" + authenticator: + type: BasicHttpAuthenticator + username: "{{ config['api_key'] }}" + password: "{{ config['secret_key'] }}" + error_handler: + type: DefaultErrorHandler + response_filters: + - http_codes: + - 400 + action: FAIL + failure_type: config_error + error_message: The file size of the exported data is too large. Shorten + the time ranges and try again. The limit size is 4GB. Provide a shorter + 'request_time_range' interval. + - http_codes: + - 403 + action: FAIL + failure_type: config_error + error_message: Access denied due to lack of permission or invalid API/Secret + key or wrong data region. + - http_codes: + - 404 + action: IGNORE + error_message: No data available for the time range requested. + - http_codes: + - 504 + action: FAIL + failure_type: config_error + error_message: "The amount of data is large and may be causing a timeout. + For large amounts of data, the Amazon S3 destination is recommended. + Refer to Amplitude documentation for information on setting up the S3 + destination: https://amplitude.com/docs/data/destination-catalog/amazon-s3#run-a-manual-export" + schema_loader: + type: InlineSchemaLoader + schema: + $schema: https://json-schema.org/draft-07/schema# + type: object + properties: + appId: + description: The unique identifier of the application. + type: + - "null" + - integer + archived: + description: Indicates if the cohort data is archived or not. + type: + - "null" + - boolean + definition: + description: The specific definition or criteria for the cohort. + type: + - "null" + - object + description: + description: A brief explanation or summary of the cohort data. + type: + - "null" + - string + finished: + description: Indicates if the cohort data has been finalized. + type: + - "null" + - boolean + id: + description: The unique identifier for the cohort. + type: + - "null" + - string + name: + description: The name or title of the cohort. + type: + - "null" + - string + owners: + description: The owners or administrators of the cohort. + type: + - "null" + - array + items: + type: string + published: + description: Status indicating if the cohort data is published or not. + type: + - "null" + - boolean + size: + description: Size or scale of the cohort data. + type: + - "null" + - integer + type: + description: The type or category of the cohort. + type: + - "null" + - string + lastMod: + description: Timestamp of the last modification made to the cohort. + type: + - "null" + - integer + lastComputed: + description: Timestamp of the last computation of cohort data. + type: + - "null" + - integer + hidden: + description: Flag to determine if the cohort is hidden from view. + type: + - "null" + - boolean + is_predictive: + description: Flag to indicate if the cohort is predictive in nature. + type: + - "null" + - boolean + is_official_content: + description: Indicates if the cohort data is official content. + type: + - "null" + - boolean + chart_id: + description: The identifier of the chart associated with the cohort. + type: + - "null" + - string + createdAt: + description: The timestamp when the cohort was created. + type: + - "null" + - integer + edit_id: + description: The ID for editing purposes or version control. + type: + - "null" + - string + last_viewed: + description: Timestamp when the cohort was last viewed. + type: + - "null" + - integer + location_id: + description: Identifier of the location associated with the cohort. + type: + - "null" + - string + metadata: + description: Additional information or data related to the cohort. + type: + - "null" + - array + items: + type: string + popularity: + description: Popularity rank or score of the cohort. + type: + - "null" + - integer + shortcut_ids: + description: Identifiers of any shortcuts associated with the cohort. + type: + - "null" + - array + items: + type: string + view_count: + description: The total count of views on the cohort data. + type: + - "null" + - integer + viewers: + description: Users or viewers who have access to the cohort data. + type: + - "null" + - array + items: + type: string + base_incremental_stream: + retriever: + type: SimpleRetriever + record_selector: + type: RecordSelector + extractor: + type: DpathExtractor + field_path: + - "{{ parameters.get('data_field') }}" + paginator: + type: NoPagination + requester: + type: HttpRequester + url_base: "https://{{'analytics.eu.' if config['data_region'] == 'EU Residency + Server' else '' }}amplitude.com/api" + http_method: "GET" + authenticator: + type: BasicHttpAuthenticator + username: "{{ config['api_key'] }}" + password: "{{ config['secret_key'] }}" + error_handler: + type: DefaultErrorHandler + response_filters: + - http_codes: + - 400 + action: FAIL + failure_type: config_error + error_message: The file size of the exported data is too large. Shorten + the time ranges and try again. The limit size is 4GB. Provide a shorter + 'request_time_range' interval. + - http_codes: + - 403 + action: FAIL + failure_type: config_error + error_message: Access denied due to lack of permission or invalid API/Secret + key or wrong data region. + - http_codes: + - 404 + action: IGNORE + error_message: No data available for the time range requested. + - http_codes: + - 504 + action: FAIL + failure_type: config_error + error_message: "The amount of data is large and may be causing a timeout. + For large amounts of data, the Amazon S3 destination is recommended. + Refer to Amplitude documentation for information on setting up the S3 + destination: https://amplitude.com/docs/data/destination-catalog/amazon-s3#run-a-manual-export" + request_parameters: + start: "{{format_datetime(stream_slice.start_time, '%Y%m%d') }}" + end: "{{format_datetime(stream_slice.end_time, '%Y%m%d') }}" + incremental_sync: + type: DatetimeBasedCursor + start_datetime: + datetime: "{{ format_datetime(config['start_date'], '%Y-%m-%d') }}" + end_datetime: + datetime: "{{ now_utc().strftime('%Y-%m-%d') }}" + datetime_format: "%Y-%m-%d" + cursor_datetime_formats: + - "%Y-%m-%d" + - "%Y-%m-%dT%H:%M:%S" + cursor_granularity: P1D + step: P15D + cursor_field: "{{ parameters['stream_cursor_field'] }}" + average_session_length_stream: + retriever: + type: SimpleRetriever + record_selector: + type: RecordSelector + extractor: + type: CustomRecordExtractor + class_name: source_amplitude.components.AverageSessionLengthRecordExtractor + paginator: + type: NoPagination + requester: + type: HttpRequester + url_base: "https://{{'analytics.eu.' if config['data_region'] == 'EU Residency + Server' else '' }}amplitude.com/api" + http_method: "GET" + authenticator: + type: BasicHttpAuthenticator + username: "{{ config['api_key'] }}" + password: "{{ config['secret_key'] }}" + error_handler: + type: DefaultErrorHandler + response_filters: + - http_codes: + - 400 + action: FAIL + failure_type: config_error + error_message: The file size of the exported data is too large. Shorten + the time ranges and try again. The limit size is 4GB. Provide a shorter + 'request_time_range' interval. + - http_codes: + - 403 + action: FAIL + failure_type: config_error + error_message: Access denied due to lack of permission or invalid API/Secret + key or wrong data region. + - http_codes: + - 404 + action: IGNORE + error_message: No data available for the time range requested. + - http_codes: + - 504 + action: FAIL + failure_type: config_error + error_message: "The amount of data is large and may be causing a timeout. + For large amounts of data, the Amazon S3 destination is recommended. + Refer to Amplitude documentation for information on setting up the S3 + destination: https://amplitude.com/docs/data/destination-catalog/amazon-s3#run-a-manual-export" + request_parameters: + start: "{{format_datetime(stream_slice.start_time, '%Y%m%d') }}" + end: "{{format_datetime(stream_slice.end_time, '%Y%m%d') }}" + incremental_sync: + type: DatetimeBasedCursor + start_datetime: + datetime: "{{ format_datetime(config['start_date'], '%Y-%m-%d') }}" + end_datetime: + datetime: "{{ now_utc().strftime('%Y-%m-%d') }}" + datetime_format: "%Y-%m-%d" + cursor_datetime_formats: + - "%Y-%m-%d" + - "%Y-%m-%dT%H:%M:%S" + cursor_granularity: P1D + step: P15D + cursor_field: "{{ parameters['stream_cursor_field'] }}" + schema_loader: + type: InlineSchemaLoader + schema: + $schema: https://json-schema.org/draft-07/schema# + type: object + properties: + date: + description: The date on which the session occurred + type: + - "null" + - string + format: date-time + length: + description: The duration of the session in seconds + type: + - "null" + - number + active_users_stream: + retriever: + type: SimpleRetriever + record_selector: + type: RecordSelector + extractor: + type: CustomRecordExtractor + class_name: source_amplitude.components.ActiveUsersRecordExtractor + paginator: + type: NoPagination + requester: + type: HttpRequester + url_base: "https://{{'analytics.eu.' if config['data_region'] == 'EU Residency + Server' else '' }}amplitude.com/api" + http_method: "GET" + authenticator: + type: BasicHttpAuthenticator + username: "{{ config['api_key'] }}" + password: "{{ config['secret_key'] }}" + error_handler: + type: DefaultErrorHandler + response_filters: + - http_codes: + - 400 + action: FAIL + failure_type: config_error + error_message: The file size of the exported data is too large. Shorten + the time ranges and try again. The limit size is 4GB. Provide a shorter + 'request_time_range' interval. + - http_codes: + - 403 + action: FAIL + failure_type: config_error + error_message: Access denied due to lack of permission or invalid API/Secret + key or wrong data region. + - http_codes: + - 404 + action: IGNORE + error_message: No data available for the time range requested. + - http_codes: + - 504 + action: FAIL + failure_type: config_error + error_message: "The amount of data is large and may be causing a timeout. + For large amounts of data, the Amazon S3 destination is recommended. + Refer to Amplitude documentation for information on setting up the S3 + destination: https://amplitude.com/docs/data/destination-catalog/amazon-s3#run-a-manual-export" + request_parameters: + start: "{{format_datetime(stream_slice.start_time, '%Y%m%d') }}" + end: "{{format_datetime(stream_slice.end_time, '%Y%m%d') }}" + m: "active" + i: "1" + g: "{{ 'country' if config['active_users_group_by_country'] else '' }}" + incremental_sync: + type: DatetimeBasedCursor + start_datetime: + datetime: "{{ format_datetime(config['start_date'], '%Y-%m-%d') }}" + end_datetime: + datetime: "{{ now_utc().strftime('%Y-%m-%d') }}" + datetime_format: "%Y-%m-%d" + cursor_datetime_formats: + - "%Y-%m-%d" + - "%Y-%m-%dT%H:%M:%S" + cursor_granularity: P1D + step: P1M + cursor_field: "date" + schema_loader: + type: InlineSchemaLoader + schema: + $schema: https://json-schema.org/draft-07/schema# + type: object + properties: + date: + description: The date for which the active user data is reported + type: + - "null" + - string + format: date + statistics: + description: The statistics related to the active users for the given + date + type: + - "null" + - object + events_stream: + retriever: + type: SimpleRetriever + record_selector: + type: RecordSelector + extractor: + type: DpathExtractor + field_path: [] + paginator: + type: NoPagination + requester: + type: HttpRequester + url_base: "https://{{'analytics.eu.' if config['data_region'] == 'EU Residency + Server' else '' }}amplitude.com/api" + http_method: "GET" + authenticator: + type: BasicHttpAuthenticator + username: "{{ config['api_key'] }}" + password: "{{ config['secret_key'] }}" + error_handler: + type: DefaultErrorHandler + response_filters: + - http_codes: + - 400 + action: FAIL + failure_type: config_error + error_message: The file size of the exported data is too large. Shorten + the time ranges and try again. The limit size is 4GB. Provide a shorter + 'request_time_range' interval. + - http_codes: + - 403 + action: FAIL + failure_type: config_error + error_message: Access denied due to lack of permission or invalid API/Secret + key or wrong data region. + - http_codes: + - 404 + action: IGNORE + error_message: No data available for the time range requested. + - http_codes: + - 504 + action: FAIL + failure_type: config_error + error_message: "The amount of data is large and may be causing a timeout. + For large amounts of data, the Amazon S3 destination is recommended. + Refer to Amplitude documentation for information on setting up the S3 + destination: https://amplitude.com/docs/data/destination-catalog/amazon-s3#run-a-manual-export" + decoder: + type: ZipfileDecoder + parser: + type: GzipParser + inner_parser: + type: JsonLineParser + incremental_sync: + type: DatetimeBasedCursor + cursor_field: "{{ parameters['cursor_field'] }}" + cursor_datetime_formats: + - "%Y-%m-%dT%H:%M:%S.%f%z" + - "%Y-%m-%d %H:%M:%S.%f" + datetime_format: "%Y%m%dT%H" + cursor_granularity: PT1H + step: PT{{ config.get("request_time_range", 24)}}H + lookback_window: PT2H + start_datetime: + type: MinMaxDatetime + datetime: '{{ config["start_date"] }}' + datetime_format: "%Y-%m-%dT%H:%M:%SZ" + start_time_option: + type: RequestOption + inject_into: request_parameter + field_name: start + end_time_option: + type: RequestOption + inject_into: request_parameter + field_name: end + end_datetime: + type: MinMaxDatetime + datetime: "{{ now_utc().strftime('%Y-%m-%dT%H:%M:%SZ') }}" + datetime_format: "%Y-%m-%dT%H:%M:%SZ" + transformations: + - type: CustomTransformation + class_name: source_amplitude.components.TransformDatetimesToRFC3339 + schema_loader: + type: InlineSchemaLoader + schema: + $schema: https://json-schema.org/draft-07/schema# + type: object + properties: + server_received_time: + description: The timestamp when the event data was received by the server + type: + - 'null' + - string + format: date-time + app: + description: Information related to the application where the event originated + type: + - 'null' + - integer + device_carrier: + description: The mobile carrier used by the device + type: + - 'null' + - string + $schema: + description: The schema version used for the event data + type: + - 'null' + - integer + city: + description: The city where the event occurred + type: + - 'null' + - string + user_id: + description: The unique identifier for the user + type: + - 'null' + - string + uuid: + description: The universally unique identifier for the event + type: + - 'null' + - string + event_time: + description: The timestamp when the event occurred + type: + - 'null' + - string + format: date-time + platform: + description: The platform where the event occurred (e.g., iOS, Android) + type: + - 'null' + - string + os_version: + description: The version of the operating system on the user's device + type: + - 'null' + - string + amplitude_id: + description: The unique identifier assigned by Amplitude for the event + type: + - 'null' + - integer + processed_time: + description: The timestamp when the event data was processed + type: + - 'null' + - string + format: date-time + user_creation_time: + description: The timestamp when the user account was created + type: + - 'null' + - string + format: date-time + version_name: + description: The name or label of the version associated with the event + type: + - 'null' + - string + ip_address: + description: The IP address from which the event was triggered + type: + - 'null' + - string + paying: + description: Flag indicating if the user is a paying customer + type: + - 'null' + - boolean + dma: + description: The Designated Market Area where the event occurred + type: + - 'null' + - string + group_properties: + description: Properties related to grouping events + type: + - 'null' + - object + user_properties: + description: Additional properties associated with the user + type: + - 'null' + - object + client_upload_time: + description: The timestamp when the event data was uploaded from the client + to the server + type: + - 'null' + - string + format: date-time + $insert_id: + description: The unique identifier assigned by Amplitude for each event + insertion + type: + - 'null' + - string + event_type: + description: The type/category of the event + type: + - 'null' + - string + library: + description: Information about the library/version used for event tracking + type: + - 'null' + - string + amplitude_attribution_ids: + description: IDs that Amplitude uses for attributing conversions to various + ad networks + type: + - 'null' + - string + device_type: + description: The type of device (e.g., smartphone, tablet) + type: + - 'null' + - string + device_manufacturer: + description: The manufacturer of the device + type: + - 'null' + - string + start_version: + description: The version at which the user started using the application + type: + - 'null' + - string + location_lng: + description: Longitude coordinate of the event location + type: + - 'null' + - number + server_upload_time: + description: The timestamp when the event data was uploaded to the server + type: + - 'null' + - string + format: date-time + event_id: + description: The unique identifier assigned to the event + type: + - 'null' + - integer + location_lat: + description: Latitude coordinate of the event location + type: + - 'null' + - number + os_name: + description: The name of the operating system on the user's device + type: + - 'null' + - string + amplitude_event_type: + description: The specific type of event tracked by Amplitude + type: + - 'null' + - string + device_brand: + description: The brand of the user's device + type: + - 'null' + - string + groups: + description: Groups to which the event belongs + type: + - 'null' + - object + event_properties: + description: Additional properties associated with the event + type: + - 'null' + - object + data: + description: Custom data associated with the event + type: + - 'null' + - object + device_id: + description: The unique identifier assigned to the device + type: + - 'null' + - string + language: + description: The language set on the user's device + type: + - 'null' + - string + device_model: + description: The model of the device + type: + - 'null' + - string + country: + description: The country where the event occurred + type: + - 'null' + - string + region: + description: The region where the event occurred + type: + - 'null' + - string + is_attribution_event: + description: Flag indicating if the event is an attribution event + type: + - 'null' + - boolean + adid: + description: The advertising identifier associated with the user's device + type: + - 'null' + - string + session_id: + description: The unique identifier for the user session + type: + - 'null' + - number + device_family: + description: The family of the device model + type: + - 'null' + - string + sample_rate: + description: The sampling rate used for the event data + type: + - 'null' + - string + - number + idfa: + description: The Identifier for Advertisers associated with the user's + device + type: + - 'null' + - string + client_event_time: + description: The timestamp when the event occurred on the client side + type: + - 'null' + - string + format: date-time + $insert_key: + description: The key used for identifying the event insertion + type: + - 'null' + - string + data_type: + description: The type of data associated with the event + type: + - 'null' + - string + plan: + description: Information related to the user's plan + type: + - 'null' + - object + properties: + branch: + description: The branch of the user's plan + type: + - 'null' + - string + source: + description: The source of the user's plan + type: + - 'null' + - string + version: + description: The version of the user's plan + type: + - 'null' + - string + source_id: + description: The unique identifier for the event source + type: + - 'null' + - string + partner_id: + description: The unique identifier for a partner associated with the event + type: + - 'null' + - string + global_user_properties: + description: Global properties associated with the user + type: + - 'null' + - object + events_list_stream: + type: DeclarativeStream + name: events_list + primary_key: + - id + retriever: + type: SimpleRetriever + requester: + type: HttpRequester + url_base: "https://{{'analytics.eu.' if config['data_region'] == 'EU Residency + Server' else '' }}amplitude.com/api" + http_method: "GET" + authenticator: + type: BasicHttpAuthenticator + username: "{{ config['api_key'] }}" + password: "{{ config['secret_key'] }}" + error_handler: + type: DefaultErrorHandler + response_filters: + - http_codes: + - 400 + action: FAIL + failure_type: config_error + error_message: The file size of the exported data is too large. Shorten + the time ranges and try again. The limit size is 4GB. Provide a shorter + 'request_time_range' interval. + - http_codes: + - 403 + action: FAIL + failure_type: config_error + error_message: Access denied due to lack of permission or invalid API/Secret + key or wrong data region. + - http_codes: + - 404 + action: IGNORE + error_message: No data available for the time range requested. + - http_codes: + - 504 + action: FAIL + failure_type: config_error + error_message: "The amount of data is large and may be causing a timeout. + For large amounts of data, the Amazon S3 destination is recommended. + Refer to Amplitude documentation for information on setting up the S3 + destination: https://amplitude.com/docs/data/destination-catalog/amazon-s3#run-a-manual-export" + path: /2/events/list + record_selector: + type: RecordSelector + extractor: + type: DpathExtractor + field_path: + - data + schema_loader: + type: InlineSchemaLoader + schema: + type: object + $schema: http://json-schema.org/schema# + properties: + autohidden: + type: + - boolean + - "null" + clusters_hidden: + type: + - boolean + - "null" + deleted: + type: + - boolean + - "null" + display: + type: + - string + - "null" + flow_hidden: + type: + - boolean + - "null" + hidden: + type: + - boolean + - "null" + id: + type: number + in_waitroom: + type: + - boolean + - "null" + name: + type: + - string + - "null" + non_active: + type: + - boolean + - "null" + timeline_hidden: + type: + - boolean + - number + - "null" + totals: + type: + - number + - "null" + totals_delta: + type: + - number + - "null" + value: + type: + - string + - "null" + required: + - id + additionalProperties: true +streams: +- retriever: + type: SimpleRetriever + record_selector: + type: RecordSelector + extractor: + type: DpathExtractor + field_path: + - "{{ parameters.get('data_field') }}" + paginator: + type: NoPagination + requester: + type: HttpRequester + url_base: "https://{{'analytics.eu.' if config['data_region'] == 'EU Residency + Server' else '' }}amplitude.com/api" + http_method: "GET" + authenticator: + type: BasicHttpAuthenticator + username: "{{ config['api_key'] }}" + password: "{{ config['secret_key'] }}" + error_handler: + type: DefaultErrorHandler + response_filters: + - http_codes: + - 400 + action: FAIL + failure_type: config_error + error_message: The file size of the exported data is too large. Shorten + the time ranges and try again. The limit size is 4GB. Provide a shorter + 'request_time_range' interval. + type: HttpResponseFilter + - http_codes: + - 403 + action: FAIL + failure_type: config_error + error_message: Access denied due to lack of permission or invalid API/Secret + key or wrong data region. + type: HttpResponseFilter + - http_codes: + - 404 + action: IGNORE + error_message: No data available for the time range requested. + type: HttpResponseFilter + - http_codes: + - 504 + action: FAIL + failure_type: config_error + error_message: "The amount of data is large and may be causing a timeout. + For large amounts of data, the Amazon S3 destination is recommended. Refer + to Amplitude documentation for information on setting up the S3 destination: + https://amplitude.com/docs/data/destination-catalog/amazon-s3#run-a-manual-export" + type: HttpResponseFilter + path: "/2/annotations" + schema_loader: + type: InlineSchemaLoader + schema: + $schema: https://json-schema.org/draft-07/schema# + type: object + properties: + date: + description: The date when the annotation was made + type: + - "null" + - string + format: date + details: + description: Additional details or information related to the annotation + type: + - "null" + - string + id: + description: The unique identifier for the annotation + type: + - "null" + - integer + label: + description: The label assigned to the annotation + type: + - "null" + - string + type: DeclarativeStream + name: "annotations" + primary_key: "id" +- retriever: + type: SimpleRetriever + record_selector: + type: RecordSelector + extractor: + type: DpathExtractor + field_path: + - "{{ parameters.get('data_field') }}" + paginator: + type: NoPagination + requester: + type: HttpRequester + url_base: "https://{{'analytics.eu.' if config['data_region'] == 'EU Residency + Server' else '' }}amplitude.com/api" + http_method: "GET" + authenticator: + type: BasicHttpAuthenticator + username: "{{ config['api_key'] }}" + password: "{{ config['secret_key'] }}" + error_handler: + type: DefaultErrorHandler + response_filters: + - http_codes: + - 400 + action: FAIL + failure_type: config_error + error_message: The file size of the exported data is too large. Shorten + the time ranges and try again. The limit size is 4GB. Provide a shorter + 'request_time_range' interval. + type: HttpResponseFilter + - http_codes: + - 403 + action: FAIL + failure_type: config_error + error_message: Access denied due to lack of permission or invalid API/Secret + key or wrong data region. + type: HttpResponseFilter + - http_codes: + - 404 + action: IGNORE + error_message: No data available for the time range requested. + type: HttpResponseFilter + - http_codes: + - 504 + action: FAIL + failure_type: config_error + error_message: "The amount of data is large and may be causing a timeout. + For large amounts of data, the Amazon S3 destination is recommended. Refer + to Amplitude documentation for information on setting up the S3 destination: + https://amplitude.com/docs/data/destination-catalog/amazon-s3#run-a-manual-export" + type: HttpResponseFilter + path: "/3/cohorts" + schema_loader: + type: InlineSchemaLoader + schema: + $schema: https://json-schema.org/draft-07/schema# + type: object + properties: + appId: + description: The unique identifier of the application. + type: + - "null" + - integer + archived: + description: Indicates if the cohort data is archived or not. + type: + - "null" + - boolean + definition: + description: The specific definition or criteria for the cohort. + type: + - "null" + - object + description: + description: A brief explanation or summary of the cohort data. + type: + - "null" + - string + finished: + description: Indicates if the cohort data has been finalized. + type: + - "null" + - boolean + id: + description: The unique identifier for the cohort. + type: + - "null" + - string + name: + description: The name or title of the cohort. + type: + - "null" + - string + owners: + description: The owners or administrators of the cohort. + type: + - "null" + - array + items: + type: string + published: + description: Status indicating if the cohort data is published or not. + type: + - "null" + - boolean + size: + description: Size or scale of the cohort data. + type: + - "null" + - integer + type: + description: The type or category of the cohort. + type: + - "null" + - string + lastMod: + description: Timestamp of the last modification made to the cohort. + type: + - "null" + - integer + lastComputed: + description: Timestamp of the last computation of cohort data. + type: + - "null" + - integer + hidden: + description: Flag to determine if the cohort is hidden from view. + type: + - "null" + - boolean + is_predictive: + description: Flag to indicate if the cohort is predictive in nature. + type: + - "null" + - boolean + is_official_content: + description: Indicates if the cohort data is official content. + type: + - "null" + - boolean + chart_id: + description: The identifier of the chart associated with the cohort. + type: + - "null" + - string + createdAt: + description: The timestamp when the cohort was created. + type: + - "null" + - integer + edit_id: + description: The ID for editing purposes or version control. + type: + - "null" + - string + last_viewed: + description: Timestamp when the cohort was last viewed. + type: + - "null" + - integer + location_id: + description: Identifier of the location associated with the cohort. + type: + - "null" + - string + metadata: + description: Additional information or data related to the cohort. + type: + - "null" + - array + items: + type: string + popularity: + description: Popularity rank or score of the cohort. + type: + - "null" + - integer + shortcut_ids: + description: Identifiers of any shortcuts associated with the cohort. + type: + - "null" + - array + items: + type: string + view_count: + description: The total count of views on the cohort data. + type: + - "null" + - integer + viewers: + description: Users or viewers who have access to the cohort data. + type: + - "null" + - array + items: + type: string + type: DeclarativeStream + name: "cohorts" + primary_key: "id" +- retriever: + type: SimpleRetriever + record_selector: + type: RecordSelector + extractor: + type: CustomRecordExtractor + class_name: source_amplitude.components.AverageSessionLengthRecordExtractor + paginator: + type: NoPagination + requester: + type: HttpRequester + url_base: "https://{{'analytics.eu.' if config['data_region'] == 'EU Residency + Server' else '' }}amplitude.com/api" + http_method: "GET" + authenticator: + type: BasicHttpAuthenticator + username: "{{ config['api_key'] }}" + password: "{{ config['secret_key'] }}" + error_handler: + type: DefaultErrorHandler + response_filters: + - http_codes: + - 400 + action: FAIL + failure_type: config_error + error_message: The file size of the exported data is too large. Shorten + the time ranges and try again. The limit size is 4GB. Provide a shorter + 'request_time_range' interval. + type: HttpResponseFilter + - http_codes: + - 403 + action: FAIL + failure_type: config_error + error_message: Access denied due to lack of permission or invalid API/Secret + key or wrong data region. + type: HttpResponseFilter + - http_codes: + - 404 + action: IGNORE + error_message: No data available for the time range requested. + type: HttpResponseFilter + - http_codes: + - 504 + action: FAIL + failure_type: config_error + error_message: "The amount of data is large and may be causing a timeout. + For large amounts of data, the Amazon S3 destination is recommended. Refer + to Amplitude documentation for information on setting up the S3 destination: + https://amplitude.com/docs/data/destination-catalog/amazon-s3#run-a-manual-export" + type: HttpResponseFilter + request_parameters: + start: "{{format_datetime(stream_slice.start_time, '%Y%m%d') }}" + end: "{{format_datetime(stream_slice.end_time, '%Y%m%d') }}" + path: "/2/sessions/average" + incremental_sync: + type: DatetimeBasedCursor + start_datetime: + datetime: "{{ format_datetime(config['start_date'], '%Y-%m-%d') }}" + type: MinMaxDatetime + end_datetime: + datetime: "{{ now_utc().strftime('%Y-%m-%d') }}" + type: MinMaxDatetime + datetime_format: "%Y-%m-%d" + cursor_datetime_formats: + - "%Y-%m-%d" + - "%Y-%m-%dT%H:%M:%S" + cursor_granularity: P1D + step: P15D + cursor_field: "{{ parameters['stream_cursor_field'] }}" + schema_loader: + type: InlineSchemaLoader + schema: + $schema: https://json-schema.org/draft-07/schema# + type: object + properties: + date: + description: The date on which the session occurred + type: + - "null" + - string + format: date-time + length: + description: The duration of the session in seconds + type: + - "null" + - number + type: DeclarativeStream + name: "average_session_length" + primary_key: "date" +- retriever: + type: SimpleRetriever + record_selector: + type: RecordSelector + extractor: + type: CustomRecordExtractor + class_name: source_amplitude.components.ActiveUsersRecordExtractor + paginator: + type: NoPagination + requester: + type: HttpRequester + url_base: "https://{{'analytics.eu.' if config['data_region'] == 'EU Residency + Server' else '' }}amplitude.com/api" + http_method: "GET" + authenticator: + type: BasicHttpAuthenticator + username: "{{ config['api_key'] }}" + password: "{{ config['secret_key'] }}" + error_handler: + type: DefaultErrorHandler + response_filters: + - http_codes: + - 400 + action: FAIL + failure_type: config_error + error_message: The file size of the exported data is too large. Shorten + the time ranges and try again. The limit size is 4GB. Provide a shorter + 'request_time_range' interval. + type: HttpResponseFilter + - http_codes: + - 403 + action: FAIL + failure_type: config_error + error_message: Access denied due to lack of permission or invalid API/Secret + key or wrong data region. + type: HttpResponseFilter + - http_codes: + - 404 + action: IGNORE + error_message: No data available for the time range requested. + type: HttpResponseFilter + - http_codes: + - 504 + action: FAIL + failure_type: config_error + error_message: "The amount of data is large and may be causing a timeout. + For large amounts of data, the Amazon S3 destination is recommended. Refer + to Amplitude documentation for information on setting up the S3 destination: + https://amplitude.com/docs/data/destination-catalog/amazon-s3#run-a-manual-export" + type: HttpResponseFilter + request_parameters: + start: "{{format_datetime(stream_slice.start_time, '%Y%m%d') }}" + end: "{{format_datetime(stream_slice.end_time, '%Y%m%d') }}" + m: "active" + i: "1" + g: "{{ 'country' if config['active_users_group_by_country'] else '' }}" + path: "/2/users" + incremental_sync: + type: DatetimeBasedCursor + start_datetime: + datetime: "{{ format_datetime(config['start_date'], '%Y-%m-%d') }}" + type: MinMaxDatetime + end_datetime: + datetime: "{{ now_utc().strftime('%Y-%m-%d') }}" + type: MinMaxDatetime + datetime_format: "%Y-%m-%d" + cursor_datetime_formats: + - "%Y-%m-%d" + - "%Y-%m-%dT%H:%M:%S" + cursor_granularity: P1D + step: P1M + cursor_field: "date" + schema_loader: + type: InlineSchemaLoader + schema: + $schema: https://json-schema.org/draft-07/schema# + type: object + properties: + date: + description: The date for which the active user data is reported + type: + - "null" + - string + format: date + statistics: + description: The statistics related to the active users for the given date + type: + - "null" + - object + type: DeclarativeStream + name: "active_users" + primary_key: "date" +- type: DeclarativeStream + name: events_list + primary_key: + - id + retriever: + type: SimpleRetriever + requester: + type: HttpRequester + url_base: "https://{{'analytics.eu.' if config['data_region'] == 'EU Residency + Server' else '' }}amplitude.com/api" + http_method: "GET" + authenticator: + type: BasicHttpAuthenticator + username: "{{ config['api_key'] }}" + password: "{{ config['secret_key'] }}" + error_handler: + type: DefaultErrorHandler + response_filters: + - http_codes: + - 400 + action: FAIL + failure_type: config_error + error_message: The file size of the exported data is too large. Shorten + the time ranges and try again. The limit size is 4GB. Provide a shorter + 'request_time_range' interval. + type: HttpResponseFilter + - http_codes: + - 403 + action: FAIL + failure_type: config_error + error_message: Access denied due to lack of permission or invalid API/Secret + key or wrong data region. + type: HttpResponseFilter + - http_codes: + - 404 + action: IGNORE + error_message: No data available for the time range requested. + type: HttpResponseFilter + - http_codes: + - 504 + action: FAIL + failure_type: config_error + error_message: "The amount of data is large and may be causing a timeout. + For large amounts of data, the Amazon S3 destination is recommended. Refer + to Amplitude documentation for information on setting up the S3 destination: + https://amplitude.com/docs/data/destination-catalog/amazon-s3#run-a-manual-export" + type: HttpResponseFilter + path: /2/events/list + record_selector: + type: RecordSelector + extractor: + type: DpathExtractor + field_path: + - data + schema_loader: + type: InlineSchemaLoader + schema: + type: object + $schema: http://json-schema.org/schema# + properties: + autohidden: + type: + - boolean + - "null" + clusters_hidden: + type: + - boolean + - "null" + deleted: + type: + - boolean + - "null" + display: + type: + - string + - "null" + flow_hidden: + type: + - boolean + - "null" + hidden: + type: + - boolean + - "null" + id: + type: number + in_waitroom: + type: + - boolean + - "null" + name: + type: + - string + - "null" + non_active: + type: + - boolean + - "null" + timeline_hidden: + type: + - boolean + - number + - "null" + totals: + type: + - number + - "null" + totals_delta: + type: + - number + - "null" + value: + type: + - string + - "null" + required: + - id + additionalProperties: true +- retriever: + type: SimpleRetriever + record_selector: + type: RecordSelector + extractor: + type: DpathExtractor + field_path: [] + paginator: + type: NoPagination + requester: + type: HttpRequester + url_base: "https://{{'analytics.eu.' if config['data_region'] == 'EU Residency + Server' else '' }}amplitude.com/api" + http_method: "GET" + authenticator: + type: BasicHttpAuthenticator + username: "{{ config['api_key'] }}" + password: "{{ config['secret_key'] }}" + error_handler: + type: DefaultErrorHandler + response_filters: + - http_codes: + - 400 + action: FAIL + failure_type: config_error + error_message: The file size of the exported data is too large. Shorten + the time ranges and try again. The limit size is 4GB. Provide a shorter + 'request_time_range' interval. + type: HttpResponseFilter + - http_codes: + - 403 + action: FAIL + failure_type: config_error + error_message: Access denied due to lack of permission or invalid API/Secret + key or wrong data region. + type: HttpResponseFilter + - http_codes: + - 404 + action: IGNORE + error_message: No data available for the time range requested. + type: HttpResponseFilter + - http_codes: + - 504 + action: FAIL + failure_type: config_error + error_message: "The amount of data is large and may be causing a timeout. + For large amounts of data, the Amazon S3 destination is recommended. Refer + to Amplitude documentation for information on setting up the S3 destination: + https://amplitude.com/docs/data/destination-catalog/amazon-s3#run-a-manual-export" + type: HttpResponseFilter + path: /2/export + decoder: + type: ZipfileDecoder + parser: + type: GzipParser + inner_parser: + type: JsonLineParser + incremental_sync: + type: DatetimeBasedCursor + cursor_field: "{{ parameters['cursor_field'] }}" + cursor_datetime_formats: + - "%Y-%m-%dT%H:%M:%S.%f%z" + - "%Y-%m-%d %H:%M:%S.%f" + datetime_format: "%Y%m%dT%H" + cursor_granularity: PT1H + step: PT{{ config.get("request_time_range", 24)}}H + lookback_window: PT2H + start_datetime: + type: MinMaxDatetime + datetime: '{{ config["start_date"] }}' + datetime_format: "%Y-%m-%dT%H:%M:%SZ" + start_time_option: + type: RequestOption + inject_into: request_parameter + field_name: start + end_time_option: + type: RequestOption + inject_into: request_parameter + field_name: end + end_datetime: + type: MinMaxDatetime + datetime: "{{ now_utc().strftime('%Y-%m-%dT%H:%M:%SZ') }}" + datetime_format: "%Y-%m-%dT%H:%M:%SZ" + transformations: + - type: CustomTransformation + class_name: source_amplitude.components.TransformDatetimesToRFC3339 + schema_loader: + type: InlineSchemaLoader + schema: + $schema: https://json-schema.org/draft-07/schema# + type: object + properties: + server_received_time: + description: The timestamp when the event data was received by the server + type: + - 'null' + - string + format: date-time + app: + description: Information related to the application where the event originated + type: + - 'null' + - integer + device_carrier: + description: The mobile carrier used by the device + type: + - 'null' + - string + $schema: + description: The schema version used for the event data + type: + - 'null' + - integer + city: + description: The city where the event occurred + type: + - 'null' + - string + user_id: + description: The unique identifier for the user + type: + - 'null' + - string + uuid: + description: The universally unique identifier for the event + type: + - 'null' + - string + event_time: + description: The timestamp when the event occurred + type: + - 'null' + - string + format: date-time + platform: + description: The platform where the event occurred (e.g., iOS, Android) + type: + - 'null' + - string + os_version: + description: The version of the operating system on the user's device + type: + - 'null' + - string + amplitude_id: + description: The unique identifier assigned by Amplitude for the event + type: + - 'null' + - integer + processed_time: + description: The timestamp when the event data was processed + type: + - 'null' + - string + format: date-time + user_creation_time: + description: The timestamp when the user account was created + type: + - 'null' + - string + format: date-time + version_name: + description: The name or label of the version associated with the event + type: + - 'null' + - string + ip_address: + description: The IP address from which the event was triggered + type: + - 'null' + - string + paying: + description: Flag indicating if the user is a paying customer + type: + - 'null' + - boolean + dma: + description: The Designated Market Area where the event occurred + type: + - 'null' + - string + group_properties: + description: Properties related to grouping events + type: + - 'null' + - object + user_properties: + description: Additional properties associated with the user + type: + - 'null' + - object + client_upload_time: + description: The timestamp when the event data was uploaded from the client + to the server + type: + - 'null' + - string + format: date-time + $insert_id: + description: The unique identifier assigned by Amplitude for each event + insertion + type: + - 'null' + - string + event_type: + description: The type/category of the event + type: + - 'null' + - string + library: + description: Information about the library/version used for event tracking + type: + - 'null' + - string + amplitude_attribution_ids: + description: IDs that Amplitude uses for attributing conversions to various + ad networks + type: + - 'null' + - string + device_type: + description: The type of device (e.g., smartphone, tablet) + type: + - 'null' + - string + device_manufacturer: + description: The manufacturer of the device + type: + - 'null' + - string + start_version: + description: The version at which the user started using the application + type: + - 'null' + - string + location_lng: + description: Longitude coordinate of the event location + type: + - 'null' + - number + server_upload_time: + description: The timestamp when the event data was uploaded to the server + type: + - 'null' + - string + format: date-time + event_id: + description: The unique identifier assigned to the event + type: + - 'null' + - integer + location_lat: + description: Latitude coordinate of the event location + type: + - 'null' + - number + os_name: + description: The name of the operating system on the user's device + type: + - 'null' + - string + amplitude_event_type: + description: The specific type of event tracked by Amplitude + type: + - 'null' + - string + device_brand: + description: The brand of the user's device + type: + - 'null' + - string + groups: + description: Groups to which the event belongs + type: + - 'null' + - object + event_properties: + description: Additional properties associated with the event + type: + - 'null' + - object + data: + description: Custom data associated with the event + type: + - 'null' + - object + device_id: + description: The unique identifier assigned to the device + type: + - 'null' + - string + language: + description: The language set on the user's device + type: + - 'null' + - string + device_model: + description: The model of the device + type: + - 'null' + - string + country: + description: The country where the event occurred + type: + - 'null' + - string + region: + description: The region where the event occurred + type: + - 'null' + - string + is_attribution_event: + description: Flag indicating if the event is an attribution event + type: + - 'null' + - boolean + adid: + description: The advertising identifier associated with the user's device + type: + - 'null' + - string + session_id: + description: The unique identifier for the user session + type: + - 'null' + - number + device_family: + description: The family of the device model + type: + - 'null' + - string + sample_rate: + description: The sampling rate used for the event data + type: + - 'null' + - string + - number + idfa: + description: The Identifier for Advertisers associated with the user's device + type: + - 'null' + - string + client_event_time: + description: The timestamp when the event occurred on the client side + type: + - 'null' + - string + format: date-time + $insert_key: + description: The key used for identifying the event insertion + type: + - 'null' + - string + data_type: + description: The type of data associated with the event + type: + - 'null' + - string + plan: + description: Information related to the user's plan + type: + - 'null' + - object + properties: + branch: + description: The branch of the user's plan + type: + - 'null' + - string + source: + description: The source of the user's plan + type: + - 'null' + - string + version: + description: The version of the user's plan + type: + - 'null' + - string + source_id: + description: The unique identifier for the event source + type: + - 'null' + - string + partner_id: + description: The unique identifier for a partner associated with the event + type: + - 'null' + - string + global_user_properties: + description: Global properties associated with the user + type: + - 'null' + - object + type: DeclarativeStream + name: events + primary_key: uuid +check: + stream_names: + - "active_users" + type: CheckStream +type: DeclarativeSource +spec: + type: Spec + documentation_url: https://docs.airbyte.com/integrations/sources/amplitude + connection_specification: + "$schema": https://json-schema.org/draft-07/schema# + title: Amplitude Spec + type: object + required: + - api_key + - secret_key + - start_date + additionalProperties: true + properties: + data_region: + type: string + title: Data region + description: Amplitude data region server + enum: + - Standard Server + - EU Residency Server + default: Standard Server + api_key: + type: string + title: API Key + description: Amplitude API Key. See the setup + guide for more information on how to obtain this key. + airbyte_secret: true + secret_key: + type: string + title: Secret Key + description: Amplitude Secret Key. See the setup + guide for more information on how to obtain this key. + airbyte_secret: true + start_date: + type: string + format: date-time + title: Replication Start Date + pattern: "^[0-9]{4}-[0-9]{2}-[0-9]{2}T[0-9]{2}:[0-9]{2}:[0-9]{2}Z$" + description: UTC date and time in the format 2021-01-25T00:00:00Z. Any data + before this date will not be replicated. + examples: + - "2021-01-25T00:00:00Z" + request_time_range: + type: integer + title: Request time range + description: According to Considerations + too big time range in request can cause a timeout error. In this case, set + shorter time interval in hours. + default: 24 + minimum: 1 + maximum: 8760 + active_users_group_by_country: + type: boolean + title: Active Users Group by Country + description: According to Considerations + the grouping by `Country` is optional, if you're facing issues fetching + the stream, or checking the connection please set this to `False` instead. + default: true + advanced_auth: diff --git a/airbyte-integrations/connectors/source-amplitude/metadata.yaml b/airbyte-integrations/connectors/source-amplitude/metadata.yaml index 24d448e0f691..2328c699957a 100644 --- a/airbyte-integrations/connectors/source-amplitude/metadata.yaml +++ b/airbyte-integrations/connectors/source-amplitude/metadata.yaml @@ -4,10 +4,11 @@ data: sl: 200 allowedHosts: hosts: - - amplitude.com - - analytics.eu.amplitude.com + - amplitude.com + - analytics.eu.amplitude.com connectorBuildOptions: - baseImage: docker.io/airbyte/python-connector-base:3.0.0@sha256:1a0845ff2b30eafa793c6eee4e8f4283c2e52e1bbd44eed6cb9e9abd5d34d844 + baseImage: + docker.io/airbyte/source-declarative-manifest:6.22.0@sha256:c387c8387c4e8feb25f0df7b4a0bd0e7a29aa5494162e7c3584b58217828b920 connectorSubtype: api connectorType: source definitionId: fa9f58c6-2d03-4237-aaa4-07d75e0c1396 @@ -21,7 +22,7 @@ data: name: Amplitude remoteRegistries: pypi: - enabled: true + enabled: false packageName: airbyte-source-amplitude registryOverrides: cloud: @@ -34,32 +35,33 @@ data: enableProgressiveRollout: true suggestedStreams: streams: - - events - - active_users - - annotations - - cohorts - - events_list + - events + - active_users + - annotations + - cohorts + - events_list supportLevel: certified tags: - - cdk:low-code + - cdk:low-code + - language:manifest-only connectorTestSuitesOptions: - - suite: liveTests - testConnections: - - name: amplitude_config_dev_null - id: 1dbb29a0-973a-49e5-bae3-546e311fd90a - - suite: unitTests - - suite: integrationTests - testSecrets: - - name: SECRET_SOURCE-AMPLITUDE__CREDS - fileName: config.json - secretStore: - type: GSM - alias: airbyte-connector-testing-secret-store - - suite: acceptanceTests - testSecrets: - - name: SECRET_SOURCE-AMPLITUDE__CREDS - fileName: config.json - secretStore: - type: GSM - alias: airbyte-connector-testing-secret-store + - suite: liveTests + testConnections: + - name: amplitude_config_dev_null + id: 1dbb29a0-973a-49e5-bae3-546e311fd90a + - suite: unitTests + - suite: integrationTests + testSecrets: + - name: SECRET_SOURCE-AMPLITUDE__CREDS + fileName: config.json + secretStore: + type: GSM + alias: airbyte-connector-testing-secret-store + - suite: acceptanceTests + testSecrets: + - name: SECRET_SOURCE-AMPLITUDE__CREDS + fileName: config.json + secretStore: + type: GSM + alias: airbyte-connector-testing-secret-store metadataSpecVersion: "1.0" diff --git a/airbyte-integrations/connectors/source-amplitude/poetry.lock b/airbyte-integrations/connectors/source-amplitude/poetry.lock deleted file mode 100644 index 849ef4d0316a..000000000000 --- a/airbyte-integrations/connectors/source-amplitude/poetry.lock +++ /dev/null @@ -1,2026 +0,0 @@ -# This file is automatically @generated by Poetry 1.8.5 and should not be changed by hand. - -[[package]] -name = "airbyte-cdk" -version = "6.22.0" -description = "A framework for writing Airbyte Connectors." -optional = false -python-versions = "<3.13,>=3.10" -files = [ - {file = "airbyte_cdk-6.22.0-py3-none-any.whl", hash = "sha256:9a69140b75ba5bc413c39ffdeec3bfd2031d7de7ecc134d12fc3fc856d63249a"}, - 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-[tool.poetry] -version = "0.7.0-rc.1" -name = "source-amplitude" -description = "Source implementation for Amplitude." -authors = [ "Airbyte ",] -license = "MIT" -readme = "README.md" -documentation = "https://docs.airbyte.com/integrations/sources/amplitude" -homepage = "https://airbyte.com" -repository = "https://github.com/airbytehq/airbyte" -[[tool.poetry.packages]] -include = "source_amplitude" - -[tool.poetry.dependencies] -python = "^3.10,<3.12" -airbyte-cdk = "^6" -pytest = "^8.3.4" - -[tool.poetry.scripts] -source-amplitude = "source_amplitude.run:run" - -[tool.poetry.group.dev.dependencies] -requests-mock = "^1.9.3" -pytest-mock = "^3.6.1" -pytest = "^8" diff --git a/airbyte-integrations/connectors/source-amplitude/source_amplitude/__init__.py b/airbyte-integrations/connectors/source-amplitude/source_amplitude/__init__.py deleted file mode 100644 index e6007dcb1a3b..000000000000 --- a/airbyte-integrations/connectors/source-amplitude/source_amplitude/__init__.py +++ /dev/null @@ -1,8 +0,0 @@ -# -# Copyright (c) 2022 Airbyte, Inc., all rights reserved. -# - - -from .source import SourceAmplitude - -__all__ = ["SourceAmplitude"] diff --git a/airbyte-integrations/connectors/source-amplitude/source_amplitude/manifest.yaml b/airbyte-integrations/connectors/source-amplitude/source_amplitude/manifest.yaml deleted file mode 100644 index 0372215604ad..000000000000 --- a/airbyte-integrations/connectors/source-amplitude/source_amplitude/manifest.yaml +++ /dev/null @@ -1,793 +0,0 @@ -version: "0.51.13" - -definitions: - selector: - type: RecordSelector - extractor: - type: DpathExtractor - field_path: ["{{ parameters.get('data_field') }}"] - requester: - type: HttpRequester - url_base: "https://{{'analytics.eu.' if config['data_region'] == 'EU Residency - Server' else '' }}amplitude.com/api" - http_method: "GET" - authenticator: - type: BasicHttpAuthenticator - username: "{{ config['api_key'] }}" - password: "{{ config['secret_key'] }}" - error_handler: - type: DefaultErrorHandler - response_filters: - - http_codes: [400] - action: FAIL - failure_type: config_error - error_message: The file size of the exported data is too large. Shorten the - time ranges and try again. The limit size is 4GB. Provide a shorter 'request_time_range' - interval. - - http_codes: [403] - action: FAIL - failure_type: config_error - error_message: Access denied due to lack of permission or invalid API/Secret - key or wrong data region. - - http_codes: [404] - action: IGNORE - error_message: No data available for the time range requested. - - http_codes: [504] - action: FAIL - failure_type: config_error - error_message: "The amount of data is large and may be causing a timeout. - For large amounts of data, the Amazon S3 destination is recommended. Refer - to Amplitude documentation for information on setting up the S3 destination: - https://amplitude.com/docs/data/destination-catalog/amazon-s3#run-a-manual-export" - - retriever: - type: SimpleRetriever - record_selector: - $ref: "#/definitions/selector" - paginator: - type: NoPagination - requester: - $ref: "#/definitions/requester" - - datetime_incremental_sync: - type: DatetimeBasedCursor - start_datetime: - datetime: "{{ format_datetime(config['start_date'], '%Y-%m-%d') }}" - end_datetime: - datetime: "{{ now_utc().strftime('%Y-%m-%d') }}" - datetime_format: "%Y-%m-%d" - cursor_datetime_formats: - - "%Y-%m-%d" - - "%Y-%m-%dT%H:%M:%S" - cursor_granularity: P1D - step: P15D - cursor_field: "{{ parameters['stream_cursor_field'] }}" - - base_stream: - retriever: - $ref: "#/definitions/retriever" - - annotations_stream: - $ref: "#/definitions/base_stream" - $parameters: - name: "annotations" - primary_key: "id" - path: "/2/annotations" - data_field: "data" - - schema_loader: - type: InlineSchemaLoader - schema: - $schema: https://json-schema.org/draft-07/schema# - type: object - properties: - date: - description: The date when the annotation was made - type: - - "null" - - string - format: date - details: - description: Additional details or information related to the annotation - type: - - "null" - - string - id: - description: The unique identifier for the annotation - type: - - "null" - - integer - label: - description: The label assigned to the annotation - type: - - "null" - - string - cohorts_stream: - $ref: "#/definitions/base_stream" - $parameters: - name: "cohorts" - primary_key: "id" - path: "/3/cohorts" - data_field: "cohorts" - - schema_loader: - type: InlineSchemaLoader - schema: - $schema: https://json-schema.org/draft-07/schema# - type: object - properties: - appId: - description: The unique identifier of the application. - type: - - "null" - - integer - archived: - description: Indicates if the cohort data is archived or not. - type: - - "null" - - boolean - definition: - description: The specific definition or criteria for the cohort. - type: - - "null" - - object - description: - description: A brief explanation or summary of the cohort data. - type: - - "null" - - string - finished: - description: Indicates if the cohort data has been finalized. - type: - - "null" - - boolean - id: - description: The unique identifier for the cohort. - type: - - "null" - - string - name: - description: The name or title of the cohort. - type: - - "null" - - string - owners: - description: The owners or administrators of the cohort. - type: - - "null" - - array - items: - type: string - published: - description: Status indicating if the cohort data is published or not. - type: - - "null" - - boolean - size: - description: Size or scale of the cohort data. - type: - - "null" - - integer - type: - description: The type or category of the cohort. - type: - - "null" - - string - lastMod: - description: Timestamp of the last modification made to the cohort. - type: - - "null" - - integer - lastComputed: - description: Timestamp of the last computation of cohort data. - type: - - "null" - - integer - hidden: - description: Flag to determine if the cohort is hidden from view. - type: - - "null" - - boolean - is_predictive: - description: Flag to indicate if the cohort is predictive in nature. - type: - - "null" - - boolean - is_official_content: - description: Indicates if the cohort data is official content. - type: - - "null" - - boolean - chart_id: - description: The identifier of the chart associated with the cohort. - type: - - "null" - - string - createdAt: - description: The timestamp when the cohort was created. - type: - - "null" - - integer - edit_id: - description: The ID for editing purposes or version control. - type: - - "null" - - string - last_viewed: - description: Timestamp when the cohort was last viewed. - type: - - "null" - - integer - location_id: - description: Identifier of the location associated with the cohort. - type: - - "null" - - string - metadata: - description: Additional information or data related to the cohort. - type: - - "null" - - array - items: - type: string - popularity: - description: Popularity rank or score of the cohort. - type: - - "null" - - integer - shortcut_ids: - description: Identifiers of any shortcuts associated with the cohort. - type: - - "null" - - array - items: - type: string - view_count: - description: The total count of views on the cohort data. - type: - - "null" - - integer - viewers: - description: Users or viewers who have access to the cohort data. - type: - - "null" - - array - items: - type: string - base_incremental_stream: - retriever: - $ref: "#/definitions/retriever" - requester: - $ref: "#/definitions/requester" - request_parameters: - start: "{{format_datetime(stream_slice.start_time, '%Y%m%d') }}" - end: "{{format_datetime(stream_slice.end_time, '%Y%m%d') }}" - incremental_sync: - $ref: "#/definitions/datetime_incremental_sync" - - average_session_length_stream: - $ref: "#/definitions/base_incremental_stream" - retriever: - $ref: "#/definitions/base_incremental_stream/retriever" - record_selector: - type: RecordSelector - extractor: - type: CustomRecordExtractor - class_name: source_amplitude.components.AverageSessionLengthRecordExtractor - $parameters: - name: "average_session_length" - primary_key: "date" - path: "/2/sessions/average" - stream_cursor_field: "date" - - schema_loader: - type: InlineSchemaLoader - schema: - $schema: https://json-schema.org/draft-07/schema# - type: object - properties: - date: - description: The date on which the session occurred - type: - - "null" - - string - format: date-time - length: - description: The duration of the session in seconds - type: - - "null" - - number - active_users_stream: - $ref: "#/definitions/base_incremental_stream" - retriever: - $ref: "#/definitions/base_incremental_stream/retriever" - requester: - $ref: "#/definitions/base_incremental_stream/retriever/requester" - request_parameters: - start: "{{format_datetime(stream_slice.start_time, '%Y%m%d') }}" - end: "{{format_datetime(stream_slice.end_time, '%Y%m%d') }}" - m: "active" - i: "1" - g: "{{ 'country' if config['active_users_group_by_country'] else '' }}" - record_selector: - type: RecordSelector - extractor: - type: CustomRecordExtractor - class_name: source_amplitude.components.ActiveUsersRecordExtractor - incremental_sync: - $ref: "#/definitions/datetime_incremental_sync" - step: P1M - cursor_field: "date" - $parameters: - name: "active_users" - primary_key: "date" - path: "/2/users" - - schema_loader: - type: InlineSchemaLoader - schema: - $schema: https://json-schema.org/draft-07/schema# - type: object - properties: - date: - description: The date for which the active user data is reported - type: - - "null" - - string - format: date - statistics: - description: The statistics related to the active users for the given - date - type: - - "null" - - object - events_stream: - retriever: - $ref: "#/definitions/retriever" - requester: - $ref: "#/definitions/requester" - record_selector: - 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type: - - 'null' - - boolean - dma: - description: The Designated Market Area where the event occurred - type: - - 'null' - - string - group_properties: - description: Properties related to grouping events - type: - - 'null' - - object - user_properties: - description: Additional properties associated with the user - type: - - 'null' - - object - client_upload_time: - description: The timestamp when the event data was uploaded from the client - to the server - type: - - 'null' - - string - format: date-time - $insert_id: - description: The unique identifier assigned by Amplitude for each event - insertion - type: - - 'null' - - string - event_type: - description: The type/category of the event - type: - - 'null' - - string - library: - description: Information about the library/version used for event tracking - type: - - 'null' - - string - amplitude_attribution_ids: - description: IDs that Amplitude uses for attributing conversions to various - ad networks - type: - - 'null' - - string - device_type: - description: The type of device (e.g., smartphone, tablet) - type: - - 'null' - - string - device_manufacturer: - description: The manufacturer of the device - type: - - 'null' - - string - start_version: - description: The version at which the user started using the application - type: - - 'null' - - string - location_lng: - description: Longitude coordinate of the event location - type: - - 'null' - - number - server_upload_time: - description: The timestamp when the event data was uploaded to the server - type: - - 'null' - - string - format: date-time - event_id: - description: The unique identifier assigned to the event - type: - - 'null' - - integer - location_lat: - description: Latitude coordinate of the event location - type: - - 'null' - - number - os_name: - description: The name of the operating system on the user's device - type: - - 'null' - - string - amplitude_event_type: - description: The specific type of event tracked by Amplitude - type: - - 'null' - - string - device_brand: - description: The brand of the user's device - type: - - 'null' - - string - groups: - description: Groups to which the event belongs - type: - - 'null' - - object - event_properties: - description: Additional properties associated with the event - type: - - 'null' - - object - data: - description: Custom data associated with the event - type: - - 'null' - - object - device_id: - description: The unique identifier assigned to the device - type: - - 'null' - - string - language: - description: The language set on the user's device - type: - - 'null' - - string - device_model: - description: The model of the device - type: - - 'null' - - string - country: - description: The country where the event occurred - type: - - 'null' - - string - region: - description: The region where the event occurred - type: - - 'null' - - string - is_attribution_event: - description: Flag indicating if the event is an attribution event - type: - - 'null' - - boolean - adid: - description: The advertising identifier associated with the user's device - type: - - 'null' - - string - session_id: - description: The unique identifier for the user session - type: - - 'null' - - number - device_family: - description: The family of the device model - type: - - 'null' - - string - sample_rate: - description: The sampling rate used for the event data - type: - - 'null' - - string - - number - idfa: - description: The Identifier for Advertisers associated with the user's - device - type: - - 'null' - - string - client_event_time: - description: The timestamp when the event occurred on the client side - type: - - 'null' - - string - format: date-time - $insert_key: - description: The key used for identifying the event insertion - type: - - 'null' - - string - data_type: - description: The type of data associated with the event - type: - - 'null' - - string - plan: - description: Information related to the user's plan - type: - - 'null' - - object - properties: - branch: - description: The branch of the user's plan - type: - - 'null' - - string - source: - description: The source of the user's plan - type: - - 'null' - - string - version: - description: The version of the user's plan - type: - - 'null' - - string - source_id: - description: The unique identifier for the event source - type: - - 'null' - - string - partner_id: - description: The unique identifier for a partner associated with the event - type: - - 'null' - - string - global_user_properties: - description: Global properties associated with the user - type: - - 'null' - - object - events_list_stream: - type: DeclarativeStream - name: events_list - primary_key: - - id - retriever: - type: SimpleRetriever - requester: - $ref: "#/definitions/requester" - path: /2/events/list - record_selector: - type: RecordSelector - extractor: - type: DpathExtractor - field_path: - - data - schema_loader: - type: InlineSchemaLoader - schema: - type: object - $schema: http://json-schema.org/schema# - properties: - autohidden: - type: - - boolean - - "null" - clusters_hidden: - type: - - boolean - - "null" - deleted: - type: - - boolean - - "null" - display: - type: - - string - - "null" - flow_hidden: - type: - - boolean - - "null" - hidden: - type: - - boolean - - "null" - id: - type: number - in_waitroom: - type: - - boolean - - "null" - name: - type: - - string - - "null" - non_active: - type: - - boolean - - "null" - timeline_hidden: - type: - - boolean - - number - - "null" - totals: - type: - - number - - "null" - totals_delta: - type: - - number - - "null" - value: - type: - - string - - "null" - required: - - id - additionalProperties: true -streams: -- "#/definitions/annotations_stream" -- "#/definitions/cohorts_stream" -- "#/definitions/average_session_length_stream" -- "#/definitions/active_users_stream" -- "#/definitions/events_list_stream" -- "#/definitions/events_stream" - -check: - stream_names: - - "active_users" diff --git a/airbyte-integrations/connectors/source-amplitude/source_amplitude/run.py b/airbyte-integrations/connectors/source-amplitude/source_amplitude/run.py deleted file mode 100644 index 3611cabcaedb..000000000000 --- a/airbyte-integrations/connectors/source-amplitude/source_amplitude/run.py +++ /dev/null @@ -1,53 +0,0 @@ -# -# Copyright (c) 2023 Airbyte, Inc., all rights reserved. -# - - -import sys -import traceback -from datetime import datetime -from typing import List - -import orjson -from source_amplitude import SourceAmplitude - -from airbyte_cdk.entrypoint import AirbyteEntrypoint, launch -from airbyte_cdk.models import AirbyteErrorTraceMessage, AirbyteMessage, AirbyteMessageSerializer, AirbyteTraceMessage, TraceType, Type - - -def _get_source(args: List[str]): - catalog_path = AirbyteEntrypoint.extract_catalog(args) - config_path = AirbyteEntrypoint.extract_config(args) - state_path = AirbyteEntrypoint.extract_state(args) - try: - return SourceAmplitude( - SourceAmplitude.read_catalog(catalog_path) if catalog_path else None, - SourceAmplitude.read_config(config_path) if config_path else None, - SourceAmplitude.read_state(state_path) if state_path else None, - ) - except Exception as error: - print( - orjson.dumps( - AirbyteMessageSerializer.dump( - AirbyteMessage( - type=Type.TRACE, - trace=AirbyteTraceMessage( - type=TraceType.ERROR, - emitted_at=int(datetime.now().timestamp() * 1000), - error=AirbyteErrorTraceMessage( - message=f"Error starting the sync. This could be due to an invalid configuration or catalog. Please contact Support for assistance. Error: {error}", - stack_trace=traceback.format_exc(), - ), - ), - ) - ) - ).decode() - ) - return None - - -def run(): - _args = sys.argv[1:] - source = _get_source(_args) - if source: - launch(source, _args) diff --git a/airbyte-integrations/connectors/source-amplitude/source_amplitude/source.py b/airbyte-integrations/connectors/source-amplitude/source_amplitude/source.py deleted file mode 100644 index c4180a088769..000000000000 --- a/airbyte-integrations/connectors/source-amplitude/source_amplitude/source.py +++ /dev/null @@ -1,23 +0,0 @@ -# -# Copyright (c) 2025 Airbyte, Inc., all rights reserved. -# - -from typing import Any, Mapping, Optional - -from airbyte_cdk.models import ConfiguredAirbyteCatalog -from airbyte_cdk.sources.declarative.yaml_declarative_source import YamlDeclarativeSource -from airbyte_cdk.sources.source import TState - - -""" -This file provides the necessary constructs to interpret a provided declarative YAML configuration file into -source connector. - -WARNING: Do not modify this file. -""" - - -# Declarative Source -class SourceAmplitude(YamlDeclarativeSource): - def __init__(self, catalog: Optional[ConfiguredAirbyteCatalog], config: Optional[Mapping[str, Any]], state: TState, **kwargs): - super().__init__(catalog=catalog, config=config, state=state, **{"path_to_yaml": "manifest.yaml"}) diff --git a/airbyte-integrations/connectors/source-amplitude/source_amplitude/spec.yaml b/airbyte-integrations/connectors/source-amplitude/source_amplitude/spec.yaml deleted file mode 100644 index 421dc139a8f6..000000000000 --- a/airbyte-integrations/connectors/source-amplitude/source_amplitude/spec.yaml +++ /dev/null @@ -1,59 +0,0 @@ -documentationUrl: https://docs.airbyte.com/integrations/sources/amplitude -connectionSpecification: - "$schema": https://json-schema.org/draft-07/schema# - title: Amplitude Spec - type: object - required: - - api_key - - secret_key - - start_date - additionalProperties: true - properties: - data_region: - type: string - title: Data region - description: Amplitude data region server - enum: - - Standard Server - - EU Residency Server - default: Standard Server - api_key: - type: string - title: API Key - description: - Amplitude API Key. See the setup - guide for more information on how to obtain this key. - airbyte_secret: true - secret_key: - type: string - title: Secret Key - description: - Amplitude Secret Key. See the setup - guide for more information on how to obtain this key. - airbyte_secret: true - start_date: - type: string - format: date-time - title: Replication Start Date - pattern: "^[0-9]{4}-[0-9]{2}-[0-9]{2}T[0-9]{2}:[0-9]{2}:[0-9]{2}Z$" - description: - UTC date and time in the format 2021-01-25T00:00:00Z. Any data - before this date will not be replicated. - examples: - - "2021-01-25T00:00:00Z" - request_time_range: - type: integer - title: Request time range - description: - According to Considerations too - big time range in request can cause a timeout error. In this case, set shorter time interval in hours. - default: 24 - minimum: 1 - maximum: 8760 - active_users_group_by_country: - type: boolean - title: Active Users Group by Country - description: - According to Considerations the grouping by `Country` is optional, - if you're facing issues fetching the stream, or checking the connection please set this to `False` instead. - default: true From eccb6f799d68dc0b08894ab418c03477e495846b Mon Sep 17 00:00:00 2001 From: pnilan Date: Tue, 21 Jan 2025 18:24:15 -0800 Subject: [PATCH 24/35] chore: format --- .../acceptance-test-config.yml | 63 ++++++++++--------- .../integration_tests/acceptance.py | 2 +- .../integration_tests/integration_test.py | 2 +- .../connectors/source-amplitude/manifest.yaml | 13 ++-- .../connectors/source-amplitude/metadata.yaml | 59 +++++++++-------- .../test_transform_datetimes_to_rfc3339.py | 1 - 6 files changed, 69 insertions(+), 71 deletions(-) diff --git a/airbyte-integrations/connectors/source-amplitude/acceptance-test-config.yml b/airbyte-integrations/connectors/source-amplitude/acceptance-test-config.yml index 4dffc7957ee4..24a231d9d143 100644 --- a/airbyte-integrations/connectors/source-amplitude/acceptance-test-config.yml +++ b/airbyte-integrations/connectors/source-amplitude/acceptance-test-config.yml @@ -5,44 +5,47 @@ test_strictness_level: high acceptance_tests: spec: tests: - - spec_path: "manifest.yaml" - backward_compatibility_tests_config: + - spec_path: "manifest.yaml" + backward_compatibility_tests_config: # added new `active_users_group_by_country` prop to toggle grouping by country - disable_for_version: 0.6.10 + disable_for_version: 0.6.10 connection: tests: - - config_path: "secrets/config.json" - status: "succeed" - - config_path: "integration_tests/invalid_config.json" - status: "failed" + - config_path: "secrets/config.json" + status: "succeed" + - config_path: "integration_tests/invalid_config.json" + status: "failed" discovery: tests: - - config_path: "secrets/config.json" - backward_compatibility_tests_config: - disable_for_version: 0.3.5 # `date` format changed to format: date-time in the AverageSessionLength stream + - config_path: "secrets/config.json" + backward_compatibility_tests_config: + disable_for_version: 0.3.5 # `date` format changed to format: date-time in the AverageSessionLength stream basic_read: tests: - - config_path: "secrets/config.json" - empty_streams: - - name: "cohorts" - bypass_reason: "This stream is empty due to free subscription plan for the - sandbox." - - name: "annotations" - bypass_reason: "This stream is empty due to free subscription plan for the - sandbox." - expect_records: - path: "integration_tests/expected_records.jsonl" - exact_order: no + - config_path: "secrets/config.json" + empty_streams: + - name: "cohorts" + bypass_reason: + "This stream is empty due to free subscription plan for the + sandbox." + - name: "annotations" + bypass_reason: + "This stream is empty due to free subscription plan for the + sandbox." + expect_records: + path: "integration_tests/expected_records.jsonl" + exact_order: no incremental: tests: - - config_path: "secrets/config.json" - configured_catalog_path: "integration_tests/configured_catalog.json" - future_state: - bypass_reason: "Test `test_state_with_abnormally_large_values` is bypassed - as test does not make sense using Concurrent CDK" - timeout_seconds: 3600 - skip_comprehensive_incremental_tests: yes + - config_path: "secrets/config.json" + configured_catalog_path: "integration_tests/configured_catalog.json" + future_state: + bypass_reason: + "Test `test_state_with_abnormally_large_values` is bypassed + as test does not make sense using Concurrent CDK" + timeout_seconds: 3600 + skip_comprehensive_incremental_tests: yes full_refresh: tests: - - config_path: "secrets/config.json" - configured_catalog_path: "integration_tests/configured_catalog.json" + - config_path: "secrets/config.json" + configured_catalog_path: "integration_tests/configured_catalog.json" diff --git a/airbyte-integrations/connectors/source-amplitude/integration_tests/acceptance.py b/airbyte-integrations/connectors/source-amplitude/integration_tests/acceptance.py index a612c74fc689..aed53c866bb8 100644 --- a/airbyte-integrations/connectors/source-amplitude/integration_tests/acceptance.py +++ b/airbyte-integrations/connectors/source-amplitude/integration_tests/acceptance.py @@ -1,5 +1,5 @@ # -# Copyright (c) 2023 Airbyte, Inc., all rights reserved. +# Copyright (c) 2025 Airbyte, Inc., all rights reserved. # diff --git a/airbyte-integrations/connectors/source-amplitude/integration_tests/integration_test.py b/airbyte-integrations/connectors/source-amplitude/integration_tests/integration_test.py index b763c1fe2537..7c5ce91fd3dd 100755 --- a/airbyte-integrations/connectors/source-amplitude/integration_tests/integration_test.py +++ b/airbyte-integrations/connectors/source-amplitude/integration_tests/integration_test.py @@ -1,5 +1,5 @@ # -# Copyright (c) 2023 Airbyte, Inc., all rights reserved. +# Copyright (c) 2025 Airbyte, Inc., all rights reserved. # import json diff --git a/airbyte-integrations/connectors/source-amplitude/manifest.yaml b/airbyte-integrations/connectors/source-amplitude/manifest.yaml index b1734b7ac3f4..0268ec464c15 100644 --- a/airbyte-integrations/connectors/source-amplitude/manifest.yaml +++ b/airbyte-integrations/connectors/source-amplitude/manifest.yaml @@ -2180,19 +2180,16 @@ spec: request_time_range: type: integer title: Request time range - description: According to Considerations - too big time range in request can cause a timeout error. In this case, set - shorter time interval in hours. + description: > + According to Considerations + too large of a time range in te request can cause a timeout error. In this case, please provide a shorter time interval in hours. default: 24 minimum: 1 maximum: 8760 active_users_group_by_country: type: boolean title: Active Users Group by Country - description: According to Considerations - the grouping by `Country` is optional, if you're facing issues fetching - the stream, or checking the connection please set this to `False` instead. + description: > + According to Amplitude documentation, grouping by `Country` is optional. If you face issues fetching the stream or checking the connection please set this field to `False`. default: true advanced_auth: diff --git a/airbyte-integrations/connectors/source-amplitude/metadata.yaml b/airbyte-integrations/connectors/source-amplitude/metadata.yaml index 2328c699957a..ee673e3ef679 100644 --- a/airbyte-integrations/connectors/source-amplitude/metadata.yaml +++ b/airbyte-integrations/connectors/source-amplitude/metadata.yaml @@ -4,11 +4,10 @@ data: sl: 200 allowedHosts: hosts: - - amplitude.com - - analytics.eu.amplitude.com + - amplitude.com + - analytics.eu.amplitude.com connectorBuildOptions: - baseImage: - docker.io/airbyte/source-declarative-manifest:6.22.0@sha256:c387c8387c4e8feb25f0df7b4a0bd0e7a29aa5494162e7c3584b58217828b920 + baseImage: docker.io/airbyte/source-declarative-manifest:6.22.0@sha256:c387c8387c4e8feb25f0df7b4a0bd0e7a29aa5494162e7c3584b58217828b920 connectorSubtype: api connectorType: source definitionId: fa9f58c6-2d03-4237-aaa4-07d75e0c1396 @@ -35,33 +34,33 @@ data: enableProgressiveRollout: true suggestedStreams: streams: - - events - - active_users - - annotations - - cohorts - - events_list + - events + - active_users + - annotations + - cohorts + - events_list supportLevel: certified tags: - - cdk:low-code - - language:manifest-only + - cdk:low-code + - language:manifest-only connectorTestSuitesOptions: - - suite: liveTests - testConnections: - - name: amplitude_config_dev_null - id: 1dbb29a0-973a-49e5-bae3-546e311fd90a - - suite: unitTests - - suite: integrationTests - testSecrets: - - name: SECRET_SOURCE-AMPLITUDE__CREDS - fileName: config.json - secretStore: - type: GSM - alias: airbyte-connector-testing-secret-store - - suite: acceptanceTests - testSecrets: - - name: SECRET_SOURCE-AMPLITUDE__CREDS - fileName: config.json - secretStore: - type: GSM - alias: airbyte-connector-testing-secret-store + - suite: liveTests + testConnections: + - name: amplitude_config_dev_null + id: 1dbb29a0-973a-49e5-bae3-546e311fd90a + - suite: unitTests + - suite: integrationTests + testSecrets: + - name: SECRET_SOURCE-AMPLITUDE__CREDS + fileName: config.json + secretStore: + type: GSM + alias: airbyte-connector-testing-secret-store + - suite: acceptanceTests + testSecrets: + - name: SECRET_SOURCE-AMPLITUDE__CREDS + fileName: config.json + secretStore: + type: GSM + alias: airbyte-connector-testing-secret-store metadataSpecVersion: "1.0" diff --git a/airbyte-integrations/connectors/source-amplitude/unit_tests/test_transform_datetimes_to_rfc3339.py b/airbyte-integrations/connectors/source-amplitude/unit_tests/test_transform_datetimes_to_rfc3339.py index 8349e9f9f9a9..e2b18ed7bcc7 100644 --- a/airbyte-integrations/connectors/source-amplitude/unit_tests/test_transform_datetimes_to_rfc3339.py +++ b/airbyte-integrations/connectors/source-amplitude/unit_tests/test_transform_datetimes_to_rfc3339.py @@ -1,7 +1,6 @@ # # Copyright (c) 2025 Airbyte, Inc., all rights reserved. # -import json import pytest from source_amplitude.components import TransformDatetimesToRFC3339 From 06a33bfd6f8d280f09148ced8a4c3e24cfd0caef Mon Sep 17 00:00:00 2001 From: pnilan Date: Tue, 21 Jan 2025 18:49:42 -0800 Subject: [PATCH 25/35] fix error --- airbyte-integrations/connectors/source-amplitude/manifest.yaml | 1 - 1 file changed, 1 deletion(-) diff --git a/airbyte-integrations/connectors/source-amplitude/manifest.yaml b/airbyte-integrations/connectors/source-amplitude/manifest.yaml index 0268ec464c15..cb258a6357b4 100644 --- a/airbyte-integrations/connectors/source-amplitude/manifest.yaml +++ b/airbyte-integrations/connectors/source-amplitude/manifest.yaml @@ -2192,4 +2192,3 @@ spec: description: > According to Amplitude documentation, grouping by `Country` is optional. If you face issues fetching the stream or checking the connection please set this field to `False`. default: true - advanced_auth: From 45100a93b0ee042d4416bcbaddc9b66a455ee32e Mon Sep 17 00:00:00 2001 From: pnilan Date: Wed, 22 Jan 2025 07:39:00 -0800 Subject: [PATCH 26/35] update tests for compatibility with manifest-only --- .../source-amplitude/unit_tests/conftest.py | 3 + .../source-amplitude/unit_tests/poetry.lock | 1995 +++++++++++++++++ .../unit_tests/pyproject.toml | 16 + .../unit_tests/test_custom_extractors.py | 13 +- .../test_transform_datetimes_to_rfc3339.py | 17 +- 5 files changed, 2028 insertions(+), 16 deletions(-) create mode 100644 airbyte-integrations/connectors/source-amplitude/unit_tests/conftest.py create mode 100644 airbyte-integrations/connectors/source-amplitude/unit_tests/poetry.lock create mode 100644 airbyte-integrations/connectors/source-amplitude/unit_tests/pyproject.toml diff --git a/airbyte-integrations/connectors/source-amplitude/unit_tests/conftest.py b/airbyte-integrations/connectors/source-amplitude/unit_tests/conftest.py new file mode 100644 index 000000000000..87eb6583af27 --- /dev/null +++ b/airbyte-integrations/connectors/source-amplitude/unit_tests/conftest.py @@ -0,0 +1,3 @@ +# Copyright (c) 2025 Airbyte, Inc., all rights reserved. + +pytest_plugins = ["airbyte_cdk.test.utils.manifest_only_fixtures"] diff --git a/airbyte-integrations/connectors/source-amplitude/unit_tests/poetry.lock b/airbyte-integrations/connectors/source-amplitude/unit_tests/poetry.lock new file mode 100644 index 000000000000..4dfc2e2bc09f --- /dev/null +++ b/airbyte-integrations/connectors/source-amplitude/unit_tests/poetry.lock @@ -0,0 +1,1995 @@ +# This file is automatically @generated by Poetry 1.8.5 and should not be changed by hand. + +[[package]] +name = "airbyte-cdk" +version = "6.23.0" +description = "A framework for writing Airbyte Connectors." +optional = false +python-versions = "<3.13,>=3.10" +files = [ + {file = "airbyte_cdk-6.23.0-py3-none-any.whl", hash = "sha256:dfb5cb68e8e76c5179146bb81d55a17024a523b021dab00c473fc0ba05bb8ed3"}, + {file = "airbyte_cdk-6.23.0.tar.gz", hash = "sha256:1af12bedf1abd1f694e60a30dd247dcef5ff08fad98172c2560c8fcac4b6a67c"}, +] + +[package.dependencies] +airbyte-protocol-models-dataclasses = ">=0.14,<0.15" +backoff = "*" +cachetools = "*" +cryptography = ">=42.0.5,<44.0.0" +dpath = ">=2.1.6,<3.0.0" +dunamai = ">=1.22.0,<2.0.0" +genson = "1.3.0" +isodate = ">=0.6.1,<0.7.0" +Jinja2 = ">=3.1.2,<3.2.0" +jsonref = ">=0.2,<0.3" +jsonschema = ">=4.17.3,<4.18.0" +langchain_core = "0.1.42" +nltk = "3.9.1" +numpy = "<2" +orjson = ">=3.10.7,<4.0.0" +pandas = "2.2.2" +pendulum = "<3.0.0" +psutil = "6.1.0" +pydantic = ">=2.7,<3.0" +pyjwt = ">=2.8.0,<3.0.0" +pyrate-limiter = ">=3.1.0,<3.2.0" +python-dateutil = "*" +python-ulid = ">=3.0.0,<4.0.0" +pytz = "2024.2" +PyYAML = ">=6.0.1,<7.0.0" +rapidfuzz = ">=3.10.1,<4.0.0" +requests = "*" +requests_cache = "*" +serpyco-rs = ">=1.10.2,<2.0.0" +Unidecode = ">=1.3,<2.0" +wcmatch = "10.0" +xmltodict = ">=0.13,<0.15" + +[package.extras] +file-based = ["avro (>=1.11.2,<1.13.0)", "fastavro (>=1.8.0,<1.9.0)", "markdown", "pdf2image (==1.16.3)", "pdfminer.six (==20221105)", "pyarrow (>=15.0.0,<15.1.0)", "pytesseract (==0.3.10)", "python-calamine (==0.2.3)", "python-snappy (==0.7.3)", "unstructured.pytesseract (>=0.3.12)", "unstructured[docx,pptx] (==0.10.27)"] +sql = ["sqlalchemy (>=2.0,!=2.0.36,<3.0)"] +vector-db-based = ["cohere (==4.21)", "langchain (==0.1.16)", "openai[embeddings] (==0.27.9)", "tiktoken (==0.8.0)"] + +[[package]] +name = "airbyte-protocol-models-dataclasses" +version = "0.14.1" +description = "Declares the Airbyte Protocol using Python Dataclasses. 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a/airbyte-integrations/connectors/source-amplitude/unit_tests/pyproject.toml b/airbyte-integrations/connectors/source-amplitude/unit_tests/pyproject.toml new file mode 100644 index 000000000000..42d81584324d --- /dev/null +++ b/airbyte-integrations/connectors/source-amplitude/unit_tests/pyproject.toml @@ -0,0 +1,16 @@ +[build-system] +requires = ["poetry-core=^1.0.0"] +build-backend = "poetry.core.masonry.api" +[tool.poetry] +name = "source-amplitude-tests" +version = "0.0.0" +description = "Unit tests for source-intercom" +authors = ["Airbyte "] +[tool.poetry.dependencies] +python = "^3.10,<3.13" +airbyte-cdk = "^6" +pytest = "^8" +[tool.pytest.ini_options] +filterwarnings = [ + "ignore:This class is experimental*" +] diff --git a/airbyte-integrations/connectors/source-amplitude/unit_tests/test_custom_extractors.py b/airbyte-integrations/connectors/source-amplitude/unit_tests/test_custom_extractors.py index 199f6a1b4c0f..d77dd7f70fc4 100644 --- a/airbyte-integrations/connectors/source-amplitude/unit_tests/test_custom_extractors.py +++ b/airbyte-integrations/connectors/source-amplitude/unit_tests/test_custom_extractors.py @@ -6,14 +6,13 @@ import pytest import requests -from source_amplitude.components import ActiveUsersRecordExtractor, AverageSessionLengthRecordExtractor @pytest.mark.parametrize( "custom_extractor, data, expected", [ ( - ActiveUsersRecordExtractor, + "ActiveUsersRecordExtractor", { "xValues": ["2021-01-01", "2021-01-02"], "series": [[1, 5]], @@ -24,7 +23,7 @@ [{"date": "2021-01-01", "statistics": {0: 1}}, {"date": "2021-01-02", "statistics": {0: 5}}], ), ( - ActiveUsersRecordExtractor, + "ActiveUsersRecordExtractor", { "xValues": ["2021-01-01", "2021-01-02"], "series": [], @@ -35,7 +34,7 @@ [], ), ( - AverageSessionLengthRecordExtractor, + "AverageSessionLengthRecordExtractor", { "xValues": ["2019-05-23", "2019-05-24"], "series": [[2, 6]], @@ -46,7 +45,7 @@ [{"date": "2019-05-23", "length": 2}, {"date": "2019-05-24", "length": 6}], ), ( - AverageSessionLengthRecordExtractor, + "AverageSessionLengthRecordExtractor", { "xValues": ["2019-05-23", "2019-05-24"], "series": [], @@ -59,8 +58,8 @@ ], ids=["ActiveUsers", "EmptyActiveUsers", "AverageSessionLength", "EmptyAverageSessionLength"], ) -def test_parse_response(custom_extractor, data, expected): - extractor = custom_extractor() +def test_parse_response(components_module, custom_extractor, data, expected): + extractor = getattr(components_module, custom_extractor)() response = requests.Response() response.json = MagicMock(return_value={"data": data}) result = extractor.extract_records(response) diff --git a/airbyte-integrations/connectors/source-amplitude/unit_tests/test_transform_datetimes_to_rfc3339.py b/airbyte-integrations/connectors/source-amplitude/unit_tests/test_transform_datetimes_to_rfc3339.py index e2b18ed7bcc7..1cedd6c46be6 100644 --- a/airbyte-integrations/connectors/source-amplitude/unit_tests/test_transform_datetimes_to_rfc3339.py +++ b/airbyte-integrations/connectors/source-amplitude/unit_tests/test_transform_datetimes_to_rfc3339.py @@ -3,26 +3,25 @@ # import pytest -from source_amplitude.components import TransformDatetimesToRFC3339 from airbyte_cdk.utils import AirbyteTracedException class TestTransformDatetimesToRFC3339: - def test_transform(self): + def test_transform(self, components_module): record = {"event_time": "2021-01-01", "amplitude_id": 1234} - transformed_record = TransformDatetimesToRFC3339().transform(record) + transformed_record = components_module.TransformDatetimesToRFC3339().transform(record) assert transformed_record == {"event_time": "2021-01-01T00:00:00+00:00", "amplitude_id": 1234} - def test_transform_with_invalid_date(self): + def test_transform_with_invalid_date(self, components_module): record = {"event_time": "not a date", "amplitude_id": 1234} with pytest.raises(AirbyteTracedException): - TransformDatetimesToRFC3339().transform(record) + components_module.TransformDatetimesToRFC3339().transform(record) - def test_transform_with_null_date(self): + def test_transform_with_null_date(self, components_module): record = {"event_time": None, "amplitude_id": 1234} - assert TransformDatetimesToRFC3339().transform(record) == record + assert components_module.TransformDatetimesToRFC3339().transform(record) == record - def test_transform_with_no_dates_to_update(self): + def test_transform_with_no_dates_to_update(self, components_module): record = {"amplitude_id": 1234} - assert TransformDatetimesToRFC3339().transform(record) == record + assert components_module.TransformDatetimesToRFC3339().transform(record) == record From 048905158b91b6b35798d514994af0c1cf0e5a43 Mon Sep 17 00:00:00 2001 From: pnilan Date: Wed, 22 Jan 2025 13:54:14 -0800 Subject: [PATCH 27/35] clean up --- .../connectors/source-amplitude/README.md | 2 +- .../connectors/source-amplitude/components.py | 4 +- .../connectors/source-amplitude/manifest.yaml | 989 +----------------- .../unit_tests/test_custom_extractors.py | 2 +- 4 files changed, 12 insertions(+), 985 deletions(-) diff --git a/airbyte-integrations/connectors/source-amplitude/README.md b/airbyte-integrations/connectors/source-amplitude/README.md index 3d9825c3bd0d..6e117357679c 100644 --- a/airbyte-integrations/connectors/source-amplitude/README.md +++ b/airbyte-integrations/connectors/source-amplitude/README.md @@ -62,4 +62,4 @@ If you want to contribute changes to `source-amplitude`, here's how you can do t 5. Create a Pull Request: use [our PR naming conventions](https://docs.airbyte.com/contributing-to-airbyte/resources/pull-requests-handbook/#pull-request-title-convention). 6. Pat yourself on the back for being an awesome contributor. 7. Someone from Airbyte will take a look at your PR and iterate with you to merge it into master. -8. Once your PR is merged, the new version of the connector will be automatically published to Docker Hub and our connector registry. \ No newline at end of file +8. Once your PR is merged, the new version of the connector will be automatically published to Docker Hub and our connector registry. diff --git a/airbyte-integrations/connectors/source-amplitude/components.py b/airbyte-integrations/connectors/source-amplitude/components.py index 8f5ba7fefe9c..1a1753ffa6f7 100644 --- a/airbyte-integrations/connectors/source-amplitude/components.py +++ b/airbyte-integrations/connectors/source-amplitude/components.py @@ -4,15 +4,13 @@ import logging from dataclasses import dataclass -from typing import Any, Dict, List, Mapping, MutableMapping, Optional +from typing import Any, Dict, List, Optional import pendulum import requests from airbyte_cdk.models import FailureType from airbyte_cdk.sources.declarative.extractors.record_extractor import RecordExtractor -from airbyte_cdk.sources.declarative.migrations.state_migration import StateMigration -from airbyte_cdk.sources.declarative.schema import JsonFileSchemaLoader from airbyte_cdk.sources.declarative.transformations import RecordTransformation from airbyte_cdk.sources.declarative.types import Config, Record from airbyte_cdk.sources.types import Config, StreamSlice, StreamState diff --git a/airbyte-integrations/connectors/source-amplitude/manifest.yaml b/airbyte-integrations/connectors/source-amplitude/manifest.yaml index cb258a6357b4..6bcdc6375337 100644 --- a/airbyte-integrations/connectors/source-amplitude/manifest.yaml +++ b/airbyte-integrations/connectors/source-amplitude/manifest.yaml @@ -489,7 +489,7 @@ definitions: type: RecordSelector extractor: type: CustomRecordExtractor - class_name: source_amplitude.components.AverageSessionLengthRecordExtractor + class_name: source_declarative_manifest.components.AverageSessionLengthRecordExtractor paginator: type: NoPagination requester: @@ -569,7 +569,7 @@ definitions: type: RecordSelector extractor: type: CustomRecordExtractor - class_name: source_amplitude.components.ActiveUsersRecordExtractor + class_name: source_declarative_manifest.components.ActiveUsersRecordExtractor paginator: type: NoPagination requester: @@ -727,7 +727,7 @@ definitions: datetime_format: "%Y-%m-%dT%H:%M:%SZ" transformations: - type: CustomTransformation - class_name: source_amplitude.components.TransformDatetimesToRFC3339 + class_name: source_declarative_manifest.components.TransformDatetimesToRFC3339 schema_loader: type: InlineSchemaLoader schema: @@ -1153,983 +1153,12 @@ definitions: - id additionalProperties: true streams: -- retriever: - type: SimpleRetriever - record_selector: - type: RecordSelector - extractor: - type: DpathExtractor - field_path: - - "{{ parameters.get('data_field') }}" - paginator: - type: NoPagination - requester: - type: HttpRequester - url_base: "https://{{'analytics.eu.' if config['data_region'] == 'EU Residency - Server' else '' }}amplitude.com/api" - http_method: "GET" - authenticator: - type: BasicHttpAuthenticator - username: "{{ config['api_key'] }}" - password: "{{ config['secret_key'] }}" - error_handler: - type: DefaultErrorHandler - response_filters: - - http_codes: - - 400 - action: FAIL - failure_type: config_error - error_message: The file size of the exported data is too large. Shorten - the time ranges and try again. The limit size is 4GB. Provide a shorter - 'request_time_range' interval. - type: HttpResponseFilter - - http_codes: - - 403 - action: FAIL - failure_type: config_error - error_message: Access denied due to lack of permission or invalid API/Secret - key or wrong data region. - type: HttpResponseFilter - - http_codes: - - 404 - action: IGNORE - error_message: No data available for the time range requested. - type: HttpResponseFilter - - http_codes: - - 504 - action: FAIL - failure_type: config_error - error_message: "The amount of data is large and may be causing a timeout. - For large amounts of data, the Amazon S3 destination is recommended. Refer - to Amplitude documentation for information on setting up the S3 destination: - https://amplitude.com/docs/data/destination-catalog/amazon-s3#run-a-manual-export" - type: HttpResponseFilter - path: "/2/annotations" - schema_loader: - type: InlineSchemaLoader - schema: - $schema: https://json-schema.org/draft-07/schema# - type: object - properties: - date: - description: The date when the annotation was made - type: - - "null" - - string - format: date - details: - description: Additional details or information related to the annotation - type: - - "null" - - string - id: - description: The unique identifier for the annotation - type: - - "null" - - integer - label: - description: The label assigned to the annotation - type: - - "null" - - string - type: DeclarativeStream - name: "annotations" - primary_key: "id" -- retriever: - type: SimpleRetriever - record_selector: - type: RecordSelector - extractor: - type: DpathExtractor - field_path: - - "{{ parameters.get('data_field') }}" - paginator: - type: NoPagination - requester: - type: HttpRequester - url_base: "https://{{'analytics.eu.' if config['data_region'] == 'EU Residency - Server' else '' }}amplitude.com/api" - http_method: "GET" - authenticator: - type: BasicHttpAuthenticator - username: "{{ config['api_key'] }}" - password: "{{ config['secret_key'] }}" - error_handler: - type: DefaultErrorHandler - response_filters: - - http_codes: - - 400 - action: FAIL - failure_type: config_error - error_message: The file size of the exported data is too large. Shorten - the time ranges and try again. The limit size is 4GB. Provide a shorter - 'request_time_range' interval. - type: HttpResponseFilter - - http_codes: - - 403 - action: FAIL - failure_type: config_error - error_message: Access denied due to lack of permission or invalid API/Secret - key or wrong data region. - type: HttpResponseFilter - - http_codes: - - 404 - action: IGNORE - error_message: No data available for the time range requested. - type: HttpResponseFilter - - http_codes: - - 504 - action: FAIL - failure_type: config_error - error_message: "The amount of data is large and may be causing a timeout. - For large amounts of data, the Amazon S3 destination is recommended. Refer - to Amplitude documentation for information on setting up the S3 destination: - https://amplitude.com/docs/data/destination-catalog/amazon-s3#run-a-manual-export" - type: HttpResponseFilter - path: "/3/cohorts" - schema_loader: - type: InlineSchemaLoader - schema: - $schema: https://json-schema.org/draft-07/schema# - type: object - properties: - appId: - description: The unique identifier of the application. - type: - - "null" - - integer - archived: - description: Indicates if the cohort data is archived or not. - type: - - "null" - - boolean - definition: - description: The specific definition or criteria for the cohort. - type: - - "null" - - object - description: - description: A brief explanation or summary of the cohort data. - type: - - "null" - - string - finished: - description: Indicates if the cohort data has been finalized. - type: - - "null" - - boolean - id: - description: The unique identifier for the cohort. - type: - - "null" - - string - name: - description: The name or title of the cohort. - type: - - "null" - - string - owners: - description: The owners or administrators of the cohort. - type: - - "null" - - array - items: - type: string - published: - description: Status indicating if the cohort data is published or not. - type: - - "null" - - boolean - size: - description: Size or scale of the cohort data. - type: - - "null" - - integer - type: - description: The type or category of the cohort. - type: - - "null" - - string - lastMod: - description: Timestamp of the last modification made to the cohort. - type: - - "null" - - integer - lastComputed: - description: Timestamp of the last computation of cohort data. - type: - - "null" - - integer - hidden: - description: Flag to determine if the cohort is hidden from view. - type: - - "null" - - boolean - is_predictive: - description: Flag to indicate if the cohort is predictive in nature. - type: - - "null" - - boolean - is_official_content: - description: Indicates if the cohort data is official content. - type: - - "null" - - boolean - chart_id: - description: The identifier of the chart associated with the cohort. - type: - - "null" - - string - createdAt: - description: The timestamp when the cohort was created. - type: - - "null" - - integer - edit_id: - description: The ID for editing purposes or version control. - type: - - "null" - - string - last_viewed: - description: Timestamp when the cohort was last viewed. - type: - - "null" - - integer - location_id: - description: Identifier of the location associated with the cohort. - type: - - "null" - - string - metadata: - description: Additional information or data related to the cohort. - type: - - "null" - - array - items: - type: string - popularity: - description: Popularity rank or score of the cohort. - type: - - "null" - - integer - shortcut_ids: - description: Identifiers of any shortcuts associated with the cohort. - type: - - "null" - - array - items: - type: string - view_count: - description: The total count of views on the cohort data. - type: - - "null" - - integer - viewers: - description: Users or viewers who have access to the cohort data. - type: - - "null" - - array - items: - type: string - type: DeclarativeStream - name: "cohorts" - primary_key: "id" -- retriever: - type: SimpleRetriever - record_selector: - type: RecordSelector - extractor: - type: CustomRecordExtractor - class_name: source_amplitude.components.AverageSessionLengthRecordExtractor - paginator: - type: NoPagination - requester: - type: HttpRequester - url_base: "https://{{'analytics.eu.' if config['data_region'] == 'EU Residency - Server' else '' }}amplitude.com/api" - http_method: "GET" - authenticator: - type: BasicHttpAuthenticator - username: "{{ config['api_key'] }}" - password: "{{ config['secret_key'] }}" - error_handler: - type: DefaultErrorHandler - response_filters: - - http_codes: - - 400 - action: FAIL - failure_type: config_error - error_message: The file size of the exported data is too large. Shorten - the time ranges and try again. The limit size is 4GB. Provide a shorter - 'request_time_range' interval. - type: HttpResponseFilter - - http_codes: - - 403 - action: FAIL - failure_type: config_error - error_message: Access denied due to lack of permission or invalid API/Secret - key or wrong data region. - type: HttpResponseFilter - - http_codes: - - 404 - action: IGNORE - error_message: No data available for the time range requested. - type: HttpResponseFilter - - http_codes: - - 504 - action: FAIL - failure_type: config_error - error_message: "The amount of data is large and may be causing a timeout. - For large amounts of data, the Amazon S3 destination is recommended. Refer - to Amplitude documentation for information on setting up the S3 destination: - https://amplitude.com/docs/data/destination-catalog/amazon-s3#run-a-manual-export" - type: HttpResponseFilter - request_parameters: - start: "{{format_datetime(stream_slice.start_time, '%Y%m%d') }}" - end: "{{format_datetime(stream_slice.end_time, '%Y%m%d') }}" - path: "/2/sessions/average" - incremental_sync: - type: DatetimeBasedCursor - start_datetime: - datetime: "{{ format_datetime(config['start_date'], '%Y-%m-%d') }}" - type: MinMaxDatetime - end_datetime: - datetime: "{{ now_utc().strftime('%Y-%m-%d') }}" - type: MinMaxDatetime - datetime_format: "%Y-%m-%d" - cursor_datetime_formats: - - "%Y-%m-%d" - - "%Y-%m-%dT%H:%M:%S" - cursor_granularity: P1D - step: P15D - cursor_field: "{{ parameters['stream_cursor_field'] }}" - schema_loader: - type: InlineSchemaLoader - schema: - $schema: https://json-schema.org/draft-07/schema# - type: object - properties: - date: - description: The date on which the session occurred - type: - - "null" - - string - format: date-time - length: - description: The duration of the session in seconds - type: - - "null" - - number - type: DeclarativeStream - name: "average_session_length" - primary_key: "date" -- retriever: - type: SimpleRetriever - record_selector: - type: RecordSelector - extractor: - type: CustomRecordExtractor - class_name: source_amplitude.components.ActiveUsersRecordExtractor - paginator: - type: NoPagination - requester: - type: HttpRequester - url_base: "https://{{'analytics.eu.' if config['data_region'] == 'EU Residency - Server' else '' }}amplitude.com/api" - http_method: "GET" - authenticator: - type: BasicHttpAuthenticator - username: "{{ config['api_key'] }}" - password: "{{ config['secret_key'] }}" - error_handler: - type: DefaultErrorHandler - response_filters: - - http_codes: - - 400 - action: FAIL - failure_type: config_error - error_message: The file size of the exported data is too large. Shorten - the time ranges and try again. The limit size is 4GB. Provide a shorter - 'request_time_range' interval. - type: HttpResponseFilter - - http_codes: - - 403 - action: FAIL - failure_type: config_error - error_message: Access denied due to lack of permission or invalid API/Secret - key or wrong data region. - type: HttpResponseFilter - - http_codes: - - 404 - action: IGNORE - error_message: No data available for the time range requested. - type: HttpResponseFilter - - http_codes: - - 504 - action: FAIL - failure_type: config_error - error_message: "The amount of data is large and may be causing a timeout. - For large amounts of data, the Amazon S3 destination is recommended. Refer - to Amplitude documentation for information on setting up the S3 destination: - https://amplitude.com/docs/data/destination-catalog/amazon-s3#run-a-manual-export" - type: HttpResponseFilter - request_parameters: - start: "{{format_datetime(stream_slice.start_time, '%Y%m%d') }}" - end: "{{format_datetime(stream_slice.end_time, '%Y%m%d') }}" - m: "active" - i: "1" - g: "{{ 'country' if config['active_users_group_by_country'] else '' }}" - path: "/2/users" - incremental_sync: - type: DatetimeBasedCursor - start_datetime: - datetime: "{{ format_datetime(config['start_date'], '%Y-%m-%d') }}" - type: MinMaxDatetime - end_datetime: - datetime: "{{ now_utc().strftime('%Y-%m-%d') }}" - type: MinMaxDatetime - datetime_format: "%Y-%m-%d" - cursor_datetime_formats: - - "%Y-%m-%d" - - "%Y-%m-%dT%H:%M:%S" - cursor_granularity: P1D - step: P1M - cursor_field: "date" - schema_loader: - type: InlineSchemaLoader - schema: - $schema: https://json-schema.org/draft-07/schema# - type: object - properties: - date: - description: The date for which the active user data is reported - type: - - "null" - - string - format: date - statistics: - description: The statistics related to the active users for the given date - type: - - "null" - - object - type: DeclarativeStream - name: "active_users" - primary_key: "date" -- type: DeclarativeStream - name: events_list - primary_key: - - id - retriever: - type: SimpleRetriever - requester: - type: HttpRequester - url_base: "https://{{'analytics.eu.' if config['data_region'] == 'EU Residency - Server' else '' }}amplitude.com/api" - http_method: "GET" - authenticator: - type: BasicHttpAuthenticator - username: "{{ config['api_key'] }}" - password: "{{ config['secret_key'] }}" - error_handler: - type: DefaultErrorHandler - response_filters: - - http_codes: - - 400 - action: FAIL - failure_type: config_error - error_message: The file size of the exported data is too large. Shorten - the time ranges and try again. The limit size is 4GB. Provide a shorter - 'request_time_range' interval. - type: HttpResponseFilter - - http_codes: - - 403 - action: FAIL - failure_type: config_error - error_message: Access denied due to lack of permission or invalid API/Secret - key or wrong data region. - type: HttpResponseFilter - - http_codes: - - 404 - action: IGNORE - error_message: No data available for the time range requested. - type: HttpResponseFilter - - http_codes: - - 504 - action: FAIL - failure_type: config_error - error_message: "The amount of data is large and may be causing a timeout. - For large amounts of data, the Amazon S3 destination is recommended. Refer - to Amplitude documentation for information on setting up the S3 destination: - https://amplitude.com/docs/data/destination-catalog/amazon-s3#run-a-manual-export" - type: HttpResponseFilter - path: /2/events/list - record_selector: - type: RecordSelector - extractor: - type: DpathExtractor - field_path: - - data - schema_loader: - type: InlineSchemaLoader - schema: - type: object - $schema: http://json-schema.org/schema# - properties: - autohidden: - type: - - boolean - - "null" - clusters_hidden: - type: - - boolean - - "null" - deleted: - type: - - boolean - - "null" - display: - type: - - string - - "null" - flow_hidden: - type: - - boolean - - "null" - hidden: - type: - - boolean - - "null" - id: - type: number - in_waitroom: - type: - - boolean - - "null" - name: - type: - - string - - "null" - non_active: - type: - - boolean - - "null" - timeline_hidden: - type: - - boolean - - number - - "null" - totals: - type: - - number - - "null" - totals_delta: - type: - - number - - "null" - value: - type: - - string - - "null" - required: - - id - additionalProperties: true -- retriever: - type: SimpleRetriever - record_selector: - type: RecordSelector - extractor: - type: DpathExtractor - field_path: [] - paginator: - type: NoPagination - requester: - type: HttpRequester - url_base: "https://{{'analytics.eu.' if config['data_region'] == 'EU Residency - Server' else '' }}amplitude.com/api" - http_method: "GET" - authenticator: - type: BasicHttpAuthenticator - username: "{{ config['api_key'] }}" - password: "{{ config['secret_key'] }}" - error_handler: - type: DefaultErrorHandler - response_filters: - - http_codes: - - 400 - action: FAIL - failure_type: config_error - error_message: The file size of the exported data is too large. Shorten - the time ranges and try again. The limit size is 4GB. Provide a shorter - 'request_time_range' interval. - type: HttpResponseFilter - - http_codes: - - 403 - action: FAIL - failure_type: config_error - error_message: Access denied due to lack of permission or invalid API/Secret - key or wrong data region. - type: HttpResponseFilter - - http_codes: - - 404 - action: IGNORE - error_message: No data available for the time range requested. - type: HttpResponseFilter - - http_codes: - - 504 - action: FAIL - failure_type: config_error - error_message: "The amount of data is large and may be causing a timeout. - For large amounts of data, the Amazon S3 destination is recommended. Refer - to Amplitude documentation for information on setting up the S3 destination: - https://amplitude.com/docs/data/destination-catalog/amazon-s3#run-a-manual-export" - type: HttpResponseFilter - path: /2/export - decoder: - type: ZipfileDecoder - parser: - type: GzipParser - inner_parser: - type: JsonLineParser - incremental_sync: - type: DatetimeBasedCursor - cursor_field: "{{ parameters['cursor_field'] }}" - cursor_datetime_formats: - - "%Y-%m-%dT%H:%M:%S.%f%z" - - "%Y-%m-%d %H:%M:%S.%f" - datetime_format: "%Y%m%dT%H" - cursor_granularity: PT1H - step: PT{{ config.get("request_time_range", 24)}}H - lookback_window: PT2H - start_datetime: - type: MinMaxDatetime - datetime: '{{ config["start_date"] }}' - datetime_format: "%Y-%m-%dT%H:%M:%SZ" - start_time_option: - type: RequestOption - inject_into: request_parameter - field_name: start - end_time_option: - type: RequestOption - inject_into: request_parameter - field_name: end - end_datetime: - type: MinMaxDatetime - datetime: "{{ now_utc().strftime('%Y-%m-%dT%H:%M:%SZ') }}" - datetime_format: "%Y-%m-%dT%H:%M:%SZ" - transformations: - - type: CustomTransformation - class_name: source_amplitude.components.TransformDatetimesToRFC3339 - schema_loader: - type: InlineSchemaLoader - schema: - $schema: https://json-schema.org/draft-07/schema# - type: object - properties: - server_received_time: - description: The timestamp when the event data was received by the server - type: - - 'null' - - string - format: date-time - app: - description: Information related to the application where the event originated - type: - - 'null' - - integer - device_carrier: - description: The mobile carrier used by the device - type: - - 'null' - - string - $schema: - description: The schema version used for the event data - type: - - 'null' - - integer - city: - description: The city where the event occurred - type: - - 'null' - - string - user_id: - description: The unique identifier for the user - type: - - 'null' - - string - uuid: - description: The universally unique identifier for the event - type: - - 'null' - - string - event_time: - description: The timestamp when the event occurred - type: - - 'null' - - string - format: date-time - platform: - description: The platform where the event occurred (e.g., iOS, Android) - type: - - 'null' - - string - os_version: - description: The version of the operating system on the user's device - type: - - 'null' - - string - amplitude_id: - description: The unique identifier assigned by Amplitude for the event - type: - - 'null' - - integer - processed_time: - description: The timestamp when the event data was processed - type: - - 'null' - - string - format: date-time - user_creation_time: - description: The timestamp when the user account was created - type: - - 'null' - - string - format: date-time - version_name: - description: The name or label of the version associated with the event - type: - - 'null' - - string - ip_address: - description: The IP address from which the event was triggered - type: - - 'null' - - string - paying: - description: Flag indicating if the user is a paying customer - type: - - 'null' - - boolean - dma: - description: The Designated Market Area where the event occurred - type: - - 'null' - - string - group_properties: - description: Properties related to grouping events - type: - - 'null' - - object - user_properties: - description: Additional properties associated with the user - type: - - 'null' - - object - client_upload_time: - description: The timestamp when the event data was uploaded from the client - to the server - type: - - 'null' - - string - format: date-time - $insert_id: - description: The unique identifier assigned by Amplitude for each event - insertion - type: - - 'null' - - string - event_type: - description: The type/category of the event - type: - - 'null' - - string - library: - description: Information about the library/version used for event tracking - type: - - 'null' - - string - amplitude_attribution_ids: - description: IDs that Amplitude uses for attributing conversions to various - ad networks - type: - - 'null' - - string - device_type: - description: The type of device (e.g., smartphone, tablet) - type: - - 'null' - - string - device_manufacturer: - description: The manufacturer of the device - type: - - 'null' - - string - start_version: - description: The version at which the user started using the application - type: - - 'null' - - string - location_lng: - description: Longitude coordinate of the event location - type: - - 'null' - - number - server_upload_time: - description: The timestamp when the event data was uploaded to the server - type: - - 'null' - - string - format: date-time - event_id: - description: The unique identifier assigned to the event - type: - - 'null' - - integer - location_lat: - description: Latitude coordinate of the event location - type: - - 'null' - - number - os_name: - description: The name of the operating system on the user's device - type: - - 'null' - - string - amplitude_event_type: - description: The specific type of event tracked by Amplitude - type: - - 'null' - - string - device_brand: - description: The brand of the user's device - type: - - 'null' - - string - groups: - description: Groups to which the event belongs - type: - - 'null' - - object - event_properties: - description: Additional properties associated with the event - type: - - 'null' - - object - data: - description: Custom data associated with the event - type: - - 'null' - - object - device_id: - description: The unique identifier assigned to the device - type: - - 'null' - - string - language: - description: The language set on the user's device - type: - - 'null' - - string - device_model: - description: The model of the device - type: - - 'null' - - string - country: - description: The country where the event occurred - type: - - 'null' - - string - region: - description: The region where the event occurred - type: - - 'null' - - string - is_attribution_event: - description: Flag indicating if the event is an attribution event - type: - - 'null' - - boolean - adid: - description: The advertising identifier associated with the user's device - type: - - 'null' - - string - session_id: - description: The unique identifier for the user session - type: - - 'null' - - number - device_family: - description: The family of the device model - type: - - 'null' - - string - sample_rate: - description: The sampling rate used for the event data - type: - - 'null' - - string - - number - idfa: - description: The Identifier for Advertisers associated with the user's device - type: - - 'null' - - string - client_event_time: - description: The timestamp when the event occurred on the client side - type: - - 'null' - - string - format: date-time - $insert_key: - description: The key used for identifying the event insertion - type: - - 'null' - - string - data_type: - description: The type of data associated with the event - type: - - 'null' - - string - plan: - description: Information related to the user's plan - type: - - 'null' - - object - properties: - branch: - description: The branch of the user's plan - type: - - 'null' - - string - source: - description: The source of the user's plan - type: - - 'null' - - string - version: - description: The version of the user's plan - type: - - 'null' - - string - source_id: - description: The unique identifier for the event source - type: - - 'null' - - string - partner_id: - description: The unique identifier for a partner associated with the event - type: - - 'null' - - string - global_user_properties: - description: Global properties associated with the user - type: - - 'null' - - object - type: DeclarativeStream - name: events - primary_key: uuid + - $ref: "#/definitions/annotations_stream" + - $ref: "#/definitions/cohorts_stream" + - $ref: "#/definitions/average_session_length_stream" + - $ref: "#/definitions/active_users_stream" + - $ref: "#/definitions/events_stream" + - $ref: "#/definitions/events_list_stream" check: stream_names: - "active_users" diff --git a/airbyte-integrations/connectors/source-amplitude/unit_tests/test_custom_extractors.py b/airbyte-integrations/connectors/source-amplitude/unit_tests/test_custom_extractors.py index d77dd7f70fc4..735d20be87da 100644 --- a/airbyte-integrations/connectors/source-amplitude/unit_tests/test_custom_extractors.py +++ b/airbyte-integrations/connectors/source-amplitude/unit_tests/test_custom_extractors.py @@ -2,7 +2,7 @@ # Copyright (c) 2025 Airbyte, Inc., all rights reserved. # -from unittest.mock import MagicMock, patch +from unittest.mock import MagicMock import pytest import requests From 37cb3e65098b310987c96a8ac879ba29c49839b1 Mon Sep 17 00:00:00 2001 From: pnilan Date: Wed, 22 Jan 2025 14:15:04 -0800 Subject: [PATCH 28/35] removes cohort and annotations integration tests --- .../integration_tests/integration_test.py | 113 ------------------ 1 file changed, 113 deletions(-) delete mode 100755 airbyte-integrations/connectors/source-amplitude/integration_tests/integration_test.py diff --git a/airbyte-integrations/connectors/source-amplitude/integration_tests/integration_test.py b/airbyte-integrations/connectors/source-amplitude/integration_tests/integration_test.py deleted file mode 100755 index 7c5ce91fd3dd..000000000000 --- a/airbyte-integrations/connectors/source-amplitude/integration_tests/integration_test.py +++ /dev/null @@ -1,113 +0,0 @@ -# -# Copyright (c) 2025 Airbyte, Inc., all rights reserved. -# - -import json -import operator -from pathlib import Path - -import pytest -from source_amplitude.source import SourceAmplitude - -from airbyte_cdk.models import SyncMode -from airbyte_cdk.sources.declarative.types import StreamSlice -from airbyte_cdk.test.catalog_builder import CatalogBuilder - - -@pytest.fixture(scope="module") -def config(): - with open(Path(__file__).parent.parent / "secrets/config.json", "r") as file: - return json.loads(file.read()) - - -@pytest.fixture(scope="module") -def streams(config): - catalog = ( - CatalogBuilder() - .with_stream("annotations_stream", sync_mode=SyncMode.full_refresh) - .with_stream("cohorts_stream", sync_mode=SyncMode.full_refresh) - .build() - ) - return SourceAmplitude(catalog=catalog, config=config, state={}).streams(config=config) - - -@pytest.fixture(scope="module") -def annotations_stream(streams): - return next(filter(lambda s: s.name == "annotations", streams)) - - -@pytest.fixture(scope="module") -def cohorts_stream(streams): - return next(filter(lambda s: s.name == "cohorts", streams)) - - -@pytest.mark.parametrize( - "stream_fixture_name, url, expected_records", - [ - ( - "annotations_stream", - "https://amplitude.com/api/2/annotations", - [ - {"date": "2023-09-22", "details": "vacate et scire", "id": 1, "label": "veritas"}, - {"date": "2023-09-22", "details": "valenter volenter", "id": 2, "label": "veritas"}, - ], - ), - ( - "cohorts_stream", - "https://amplitude.com/api/3/cohorts", - [ - { - "appId": 1, - "archived": False, - "chart_id": "27f310c471e8409797a18f18fe2884fb", - "createdAt": 1695394830, - "definition": {}, - "description": "Arduus ad Solem", - "edit_id": "fab12bc14de641589630c2ceced1c197", - "finished": True, - "hidden": False, - "id": 1, - "is_official_content": True, - "is_predictive": True, - "last_viewed": 1695394946, - "lastComputed": 1695394830, - "lastMod": 1695394830, - "location_id": "517974113223461a8468400b6ce88383", - "metadata": ["me", "ta", "da", "ta"], - "name": "Solem", - "owners": ["me", "mom"], - "popularity": 100, - "published": True, - "shortcut_ids": ["solem"], - "size": 186, - "type": "one", - "view_count": 2, - "viewers": ["me", "mom"], - } - ], - ), - ], -) -def test_empty_streams(stream_fixture_name, url, expected_records, request, requests_mock): - """ - A test with synthetic data since we are not able to test `annotations_stream` and `cohorts_stream` streams - due to free subscription plan for the sandbox - """ - stream = request.getfixturevalue(stream_fixture_name) - empty_stream_slice = StreamSlice(partition={}, cursor_slice={}) - records_reader = stream.read_records(sync_mode=SyncMode.full_refresh, cursor_field=None, stream_slice=empty_stream_slice) - requests_mock.get(url, status_code=200, json={"data": expected_records}) - - # Sort actual and expected records by ID. - # Prepare pairs of the actual and expected versions of the same record. - pairs = zip(*[sorted(record, key=operator.itemgetter("id")) for record in (list(records_reader), expected_records)]) - - # Calculate unmatched records and return their key, actual value and expected value - unmatched = [ - [(key, _actual[key], _expected[key]) for key in _actual if _actual[key] != _expected[key]] - for _actual, _expected in pairs - if _actual != _expected - ] - - # Ensure we don't have any unmatched records - assert not any(unmatched) From b097d5969801e354aa74062662fc657d303239a4 Mon Sep 17 00:00:00 2001 From: pnilan Date: Wed, 22 Jan 2025 14:24:34 -0800 Subject: [PATCH 29/35] remove duplicates from manifest --- .../connectors/source-amplitude/manifest.yaml | 1920 +++++++++-------- 1 file changed, 977 insertions(+), 943 deletions(-) diff --git a/airbyte-integrations/connectors/source-amplitude/manifest.yaml b/airbyte-integrations/connectors/source-amplitude/manifest.yaml index 6bcdc6375337..975cfb5371a1 100644 --- a/airbyte-integrations/connectors/source-amplitude/manifest.yaml +++ b/airbyte-integrations/connectors/source-amplitude/manifest.yaml @@ -151,273 +151,6 @@ definitions: For large amounts of data, the Amazon S3 destination is recommended. Refer to Amplitude documentation for information on setting up the S3 destination: https://amplitude.com/docs/data/destination-catalog/amazon-s3#run-a-manual-export" - annotations_stream: - retriever: - type: SimpleRetriever - record_selector: - type: RecordSelector - extractor: - type: DpathExtractor - field_path: - - "{{ parameters.get('data_field') }}" - paginator: - type: NoPagination - requester: - type: HttpRequester - url_base: "https://{{'analytics.eu.' if config['data_region'] == 'EU Residency - Server' else '' }}amplitude.com/api" - http_method: "GET" - authenticator: - type: BasicHttpAuthenticator - username: "{{ config['api_key'] }}" - password: "{{ config['secret_key'] }}" - error_handler: - type: DefaultErrorHandler - response_filters: - - http_codes: - - 400 - action: FAIL - failure_type: config_error - error_message: The file size of the exported data is too large. Shorten - the time ranges and try again. The limit size is 4GB. Provide a shorter - 'request_time_range' interval. - - http_codes: - - 403 - action: FAIL - failure_type: config_error - error_message: Access denied due to lack of permission or invalid API/Secret - key or wrong data region. - - http_codes: - - 404 - action: IGNORE - error_message: No data available for the time range requested. - - http_codes: - - 504 - action: FAIL - failure_type: config_error - error_message: "The amount of data is large and may be causing a timeout. - For large amounts of data, the Amazon S3 destination is recommended. - Refer to Amplitude documentation for information on setting up the S3 - destination: https://amplitude.com/docs/data/destination-catalog/amazon-s3#run-a-manual-export" - schema_loader: - type: InlineSchemaLoader - schema: - $schema: https://json-schema.org/draft-07/schema# - type: object - properties: - date: - description: The date when the annotation was made - type: - - "null" - - string - format: date - details: - description: Additional details or information related to the annotation - type: - - "null" - - string - id: - description: The unique identifier for the annotation - type: - - "null" - - integer - label: - description: The label assigned to the annotation - type: - - "null" - - string - cohorts_stream: - retriever: - type: SimpleRetriever - record_selector: - type: RecordSelector - extractor: - type: DpathExtractor - field_path: - - "{{ parameters.get('data_field') }}" - paginator: - type: NoPagination - requester: - type: HttpRequester - url_base: "https://{{'analytics.eu.' if config['data_region'] == 'EU Residency - Server' else '' }}amplitude.com/api" - http_method: "GET" - authenticator: - type: BasicHttpAuthenticator - username: "{{ config['api_key'] }}" - password: "{{ config['secret_key'] }}" - error_handler: - type: DefaultErrorHandler - response_filters: - - http_codes: - - 400 - action: FAIL - failure_type: config_error - error_message: The file size of the exported data is too large. Shorten - the time ranges and try again. The limit size is 4GB. Provide a shorter - 'request_time_range' interval. - - http_codes: - - 403 - action: FAIL - failure_type: config_error - error_message: Access denied due to lack of permission or invalid API/Secret - key or wrong data region. - - http_codes: - - 404 - action: IGNORE - error_message: No data available for the time range requested. - - http_codes: - - 504 - action: FAIL - failure_type: config_error - error_message: "The amount of data is large and may be causing a timeout. - For large amounts of data, the Amazon S3 destination is recommended. - Refer to Amplitude documentation for information on setting up the S3 - destination: https://amplitude.com/docs/data/destination-catalog/amazon-s3#run-a-manual-export" - schema_loader: - type: InlineSchemaLoader - schema: - $schema: https://json-schema.org/draft-07/schema# - type: object - properties: - appId: - description: The unique identifier of the application. - type: - - "null" - - integer - archived: - description: Indicates if the cohort data is archived or not. - type: - - "null" - - boolean - definition: - description: The specific definition or criteria for the cohort. - type: - - "null" - - object - description: - description: A brief explanation or summary of the cohort data. - type: - - "null" - - string - finished: - description: Indicates if the cohort data has been finalized. - type: - - "null" - - boolean - id: - description: The unique identifier for the cohort. - type: - - "null" - - string - name: - description: The name or title of the cohort. - type: - - "null" - - string - owners: - description: The owners or administrators of the cohort. - type: - - "null" - - array - items: - type: string - published: - description: Status indicating if the cohort data is published or not. - type: - - "null" - - boolean - size: - description: Size or scale of the cohort data. - type: - - "null" - - integer - type: - description: The type or category of the cohort. - type: - - "null" - - string - lastMod: - description: Timestamp of the last modification made to the cohort. - type: - - "null" - - integer - lastComputed: - description: Timestamp of the last computation of cohort data. - type: - - "null" - - integer - hidden: - description: Flag to determine if the cohort is hidden from view. - type: - - "null" - - boolean - is_predictive: - description: Flag to indicate if the cohort is predictive in nature. - type: - - "null" - - boolean - is_official_content: - description: Indicates if the cohort data is official content. - type: - - "null" - - boolean - chart_id: - description: The identifier of the chart associated with the cohort. - type: - - "null" - - string - createdAt: - description: The timestamp when the cohort was created. - type: - - "null" - - integer - edit_id: - description: The ID for editing purposes or version control. - type: - - "null" - - string - last_viewed: - description: Timestamp when the cohort was last viewed. - type: - - "null" - - integer - location_id: - description: Identifier of the location associated with the cohort. - type: - - "null" - - string - metadata: - description: Additional information or data related to the cohort. - type: - - "null" - - array - items: - type: string - popularity: - description: Popularity rank or score of the cohort. - type: - - "null" - - integer - shortcut_ids: - description: Identifiers of any shortcuts associated with the cohort. - type: - - "null" - - array - items: - type: string - view_count: - description: The total count of views on the cohort data. - type: - - "null" - - integer - viewers: - description: Users or viewers who have access to the cohort data. - type: - - "null" - - array - items: - type: string base_incremental_stream: retriever: type: SimpleRetriever @@ -482,683 +215,984 @@ definitions: cursor_granularity: P1D step: P15D cursor_field: "{{ parameters['stream_cursor_field'] }}" - average_session_length_stream: - retriever: - type: SimpleRetriever - record_selector: - type: RecordSelector - extractor: - type: CustomRecordExtractor - class_name: source_declarative_manifest.components.AverageSessionLengthRecordExtractor - paginator: - type: NoPagination - requester: - type: HttpRequester - url_base: "https://{{'analytics.eu.' if config['data_region'] == 'EU Residency - Server' else '' }}amplitude.com/api" - http_method: "GET" - authenticator: - type: BasicHttpAuthenticator - username: "{{ config['api_key'] }}" - password: "{{ config['secret_key'] }}" - error_handler: - type: DefaultErrorHandler - response_filters: - - http_codes: - - 400 - action: FAIL - failure_type: config_error - error_message: The file size of the exported data is too large. Shorten - the time ranges and try again. The limit size is 4GB. Provide a shorter - 'request_time_range' interval. - - http_codes: - - 403 - action: FAIL - failure_type: config_error - error_message: Access denied due to lack of permission or invalid API/Secret - key or wrong data region. - - http_codes: - - 404 - action: IGNORE - error_message: No data available for the time range requested. - - http_codes: - - 504 - action: FAIL - failure_type: config_error - error_message: "The amount of data is large and may be causing a timeout. - For large amounts of data, the Amazon S3 destination is recommended. - Refer to Amplitude documentation for information on setting up the S3 - destination: https://amplitude.com/docs/data/destination-catalog/amazon-s3#run-a-manual-export" - request_parameters: - start: "{{format_datetime(stream_slice.start_time, '%Y%m%d') }}" - end: "{{format_datetime(stream_slice.end_time, '%Y%m%d') }}" - incremental_sync: - type: DatetimeBasedCursor - start_datetime: - datetime: "{{ format_datetime(config['start_date'], '%Y-%m-%d') }}" - end_datetime: - datetime: "{{ now_utc().strftime('%Y-%m-%d') }}" - datetime_format: "%Y-%m-%d" - cursor_datetime_formats: - - "%Y-%m-%d" - - "%Y-%m-%dT%H:%M:%S" - cursor_granularity: P1D - step: P15D - cursor_field: "{{ parameters['stream_cursor_field'] }}" - schema_loader: - type: InlineSchemaLoader - schema: - $schema: https://json-schema.org/draft-07/schema# - type: object - properties: - date: - description: The date on which the session occurred - type: - - "null" - - string - format: date-time - length: - description: The duration of the session in seconds - type: - - "null" - - number - active_users_stream: - retriever: - type: SimpleRetriever - record_selector: - type: RecordSelector - extractor: - type: CustomRecordExtractor - class_name: source_declarative_manifest.components.ActiveUsersRecordExtractor - paginator: - type: NoPagination - requester: - type: HttpRequester - url_base: "https://{{'analytics.eu.' if config['data_region'] == 'EU Residency - Server' else '' }}amplitude.com/api" - http_method: "GET" - authenticator: - type: BasicHttpAuthenticator - username: "{{ config['api_key'] }}" - password: "{{ config['secret_key'] }}" - error_handler: - type: DefaultErrorHandler - response_filters: - - http_codes: - - 400 - action: FAIL - failure_type: config_error - error_message: The file size of the exported data is too large. Shorten - the time ranges and try again. The limit size is 4GB. Provide a shorter - 'request_time_range' interval. - - http_codes: - - 403 - action: FAIL - failure_type: config_error - error_message: Access denied due to lack of permission or invalid API/Secret - key or wrong data region. - - http_codes: - - 404 - action: IGNORE - error_message: No data available for the time range requested. - - http_codes: - - 504 - action: FAIL - failure_type: config_error - error_message: "The amount of data is large and may be causing a timeout. - For large amounts of data, the Amazon S3 destination is recommended. - Refer to Amplitude documentation for information on setting up the S3 - destination: https://amplitude.com/docs/data/destination-catalog/amazon-s3#run-a-manual-export" - request_parameters: - start: "{{format_datetime(stream_slice.start_time, '%Y%m%d') }}" - end: "{{format_datetime(stream_slice.end_time, '%Y%m%d') }}" - m: "active" - i: "1" - g: "{{ 'country' if config['active_users_group_by_country'] else '' }}" - incremental_sync: - type: DatetimeBasedCursor - start_datetime: - datetime: "{{ format_datetime(config['start_date'], '%Y-%m-%d') }}" - end_datetime: - datetime: "{{ now_utc().strftime('%Y-%m-%d') }}" - datetime_format: "%Y-%m-%d" - cursor_datetime_formats: - - "%Y-%m-%d" - - "%Y-%m-%dT%H:%M:%S" - cursor_granularity: P1D - step: P1M - cursor_field: "date" - schema_loader: - type: InlineSchemaLoader - schema: - $schema: https://json-schema.org/draft-07/schema# - type: object - properties: - date: - description: The date for which the active user data is reported - type: - - "null" - - string - format: date - statistics: - description: The statistics related to the active users for the given - date - type: - - "null" - - object - events_stream: - retriever: - type: SimpleRetriever - record_selector: - type: RecordSelector - extractor: - type: DpathExtractor - field_path: [] - paginator: - type: NoPagination - requester: - type: HttpRequester - url_base: "https://{{'analytics.eu.' if config['data_region'] == 'EU Residency - Server' else '' }}amplitude.com/api" - http_method: "GET" - authenticator: - type: BasicHttpAuthenticator - username: "{{ config['api_key'] }}" - password: "{{ config['secret_key'] }}" - error_handler: - type: DefaultErrorHandler - response_filters: - - http_codes: - - 400 - action: FAIL - failure_type: config_error - error_message: The file size of the exported data is too large. Shorten - the time ranges and try again. The limit size is 4GB. Provide a shorter - 'request_time_range' interval. - - http_codes: - - 403 - action: FAIL - failure_type: config_error - error_message: Access denied due to lack of permission or invalid API/Secret - key or wrong data region. - - http_codes: - - 404 - action: IGNORE - error_message: No data available for the time range requested. - - http_codes: - - 504 - action: FAIL - failure_type: config_error - error_message: "The amount of data is large and may be causing a timeout. - For large amounts of data, the Amazon S3 destination is recommended. - Refer to Amplitude documentation for information on setting up the S3 - destination: https://amplitude.com/docs/data/destination-catalog/amazon-s3#run-a-manual-export" - decoder: - type: ZipfileDecoder - parser: - type: GzipParser - inner_parser: - type: JsonLineParser - incremental_sync: - type: DatetimeBasedCursor - cursor_field: "{{ parameters['cursor_field'] }}" - cursor_datetime_formats: - - "%Y-%m-%dT%H:%M:%S.%f%z" - - "%Y-%m-%d %H:%M:%S.%f" - datetime_format: "%Y%m%dT%H" - cursor_granularity: PT1H - step: PT{{ config.get("request_time_range", 24)}}H - lookback_window: PT2H - start_datetime: - type: MinMaxDatetime - datetime: '{{ config["start_date"] }}' - datetime_format: "%Y-%m-%dT%H:%M:%SZ" - start_time_option: - type: RequestOption - inject_into: request_parameter - field_name: start - end_time_option: - type: RequestOption - inject_into: request_parameter - field_name: end - end_datetime: - type: MinMaxDatetime - datetime: "{{ now_utc().strftime('%Y-%m-%dT%H:%M:%SZ') }}" - datetime_format: "%Y-%m-%dT%H:%M:%SZ" - transformations: - - type: CustomTransformation - class_name: source_declarative_manifest.components.TransformDatetimesToRFC3339 - schema_loader: - type: InlineSchemaLoader - schema: - $schema: https://json-schema.org/draft-07/schema# - type: object - properties: - server_received_time: - description: The timestamp when the event data was received by the server - type: - - 'null' - - string - format: date-time - app: - description: Information related to the application where the event originated - type: - - 'null' - - integer - device_carrier: - description: The mobile carrier used by the device - type: - - 'null' - - string - $schema: - description: The schema version used for the event data - type: - - 'null' - - integer - city: - description: The city where the event occurred - type: - - 'null' - - string - user_id: - description: The unique identifier for the user - type: - - 'null' - - string - uuid: - description: The universally unique identifier for the event - type: - - 'null' - - string - event_time: - description: The timestamp when the event occurred - type: - - 'null' - - string - format: date-time - platform: - description: The platform where the event occurred (e.g., iOS, Android) - type: - - 'null' - - string - os_version: - description: The version of the operating system on the user's device - type: - - 'null' - - string - amplitude_id: - description: The unique identifier assigned by Amplitude for the event - type: - - 'null' - - integer - processed_time: - description: The timestamp when the event data was processed - type: - - 'null' - - string - format: date-time - user_creation_time: - description: The timestamp when the user account was created - type: - - 'null' - - string - format: date-time - version_name: - description: The name or label of the version associated with the event - type: - - 'null' - - string - ip_address: - description: The IP address from which the event was triggered - type: - - 'null' - - string - paying: - description: Flag indicating if the user is a paying customer - type: - - 'null' - - boolean - dma: - description: The Designated Market Area where the event occurred - type: - - 'null' - - string - group_properties: - description: Properties related to grouping events - type: - - 'null' - - object - user_properties: - description: Additional properties associated with the user - type: - - 'null' - - object - client_upload_time: - description: The timestamp when the event data was uploaded from the client - to the server - type: - - 'null' - - string - format: date-time - $insert_id: - description: The unique identifier assigned by Amplitude for each event - insertion - type: - - 'null' - - string - event_type: - description: The type/category of the event - type: - - 'null' - - string - library: - description: Information about the library/version used for event tracking - type: - - 'null' - - string - amplitude_attribution_ids: - description: IDs that Amplitude uses for attributing conversions to various - ad networks - type: - - 'null' - - string - device_type: - description: The type of device (e.g., smartphone, tablet) - type: - - 'null' - - string - device_manufacturer: - description: The manufacturer of the device - type: - - 'null' - - string - start_version: - description: The version at which the user started using the application - type: - - 'null' - - string - location_lng: - description: Longitude coordinate of the event location - type: - - 'null' - - number - server_upload_time: - description: The timestamp when the event data was uploaded to the server - type: - - 'null' - - string - format: date-time - event_id: - description: The unique identifier assigned to the event - type: - - 'null' - - integer - location_lat: - description: Latitude coordinate of the event location - type: - - 'null' - - number - os_name: - description: The name of the operating system on the user's device - type: - - 'null' - - string - amplitude_event_type: - description: The specific type of event tracked by Amplitude - type: - - 'null' - - string - device_brand: - description: The brand of the user's device - type: - - 'null' - - string - groups: - description: Groups to which the event belongs - type: - - 'null' - - object - event_properties: - description: Additional properties associated with the event - type: - - 'null' - - object - data: - description: Custom data associated with the event - type: - - 'null' - - object - device_id: - description: The unique identifier assigned to the device - type: - - 'null' - - string - language: - description: The language set on the user's device - type: - - 'null' - - string - device_model: - description: The model of the device - type: - - 'null' - - string - country: - description: The country where the event occurred - type: - - 'null' - - string - region: - description: The region where the event occurred - type: - - 'null' - - string - is_attribution_event: - description: Flag indicating if the event is an attribution event - type: - - 'null' - - boolean - adid: - description: The advertising identifier associated with the user's device - type: - - 'null' - - string - session_id: - description: The unique identifier for the user session - type: - - 'null' - - number - device_family: - description: The family of the device model - type: - - 'null' - - string - sample_rate: - description: The sampling rate used for the event data - type: - - 'null' - - string - - number - idfa: - description: The Identifier for Advertisers associated with the user's - device - type: - - 'null' - - string - client_event_time: - description: The timestamp when the event occurred on the client side - type: - - 'null' - - string - format: date-time - $insert_key: - description: The key used for identifying the event insertion - type: - - 'null' - - string - data_type: - description: The type of data associated with the event - type: - - 'null' - - string - plan: - description: Information related to the user's plan - type: - - 'null' - - object - properties: - branch: - description: The branch of the user's plan - type: - - 'null' - - string - source: - description: The source of the user's plan - type: - - 'null' - - string - version: - description: The version of the user's plan - type: - - 'null' - - string - source_id: - description: The unique identifier for the event source - type: - - 'null' - - string - partner_id: - description: The unique identifier for a partner associated with the event - type: - - 'null' - - string - global_user_properties: - description: Global properties associated with the user - type: - - 'null' - - object - events_list_stream: - type: DeclarativeStream - name: events_list - primary_key: - - id - retriever: - type: SimpleRetriever - requester: - type: HttpRequester - url_base: "https://{{'analytics.eu.' if config['data_region'] == 'EU Residency - Server' else '' }}amplitude.com/api" - http_method: "GET" - authenticator: - type: BasicHttpAuthenticator - username: "{{ config['api_key'] }}" - password: "{{ config['secret_key'] }}" - error_handler: - type: DefaultErrorHandler - response_filters: - - http_codes: - - 400 - action: FAIL - failure_type: config_error - error_message: The file size of the exported data is too large. Shorten - the time ranges and try again. The limit size is 4GB. Provide a shorter - 'request_time_range' interval. - - http_codes: - - 403 - action: FAIL - failure_type: config_error - error_message: Access denied due to lack of permission or invalid API/Secret - key or wrong data region. - - http_codes: - - 404 - action: IGNORE - error_message: No data available for the time range requested. - - http_codes: - - 504 - action: FAIL - failure_type: config_error - error_message: "The amount of data is large and may be causing a timeout. - For large amounts of data, the Amazon S3 destination is recommended. - Refer to Amplitude documentation for information on setting up the S3 - destination: https://amplitude.com/docs/data/destination-catalog/amazon-s3#run-a-manual-export" - path: /2/events/list - record_selector: - type: RecordSelector - extractor: - type: DpathExtractor - field_path: - - data - schema_loader: - type: InlineSchemaLoader - schema: - type: object - $schema: http://json-schema.org/schema# - properties: - autohidden: - type: - - boolean - - "null" - clusters_hidden: - type: - - boolean - - "null" - deleted: - type: - - boolean - - "null" - display: - type: - - string - - "null" - flow_hidden: - type: - - boolean - - "null" - hidden: - type: - - boolean - - "null" - id: - type: number - in_waitroom: - type: - - boolean - - "null" - name: - type: - - string - - "null" - non_active: - type: - - boolean - - "null" - timeline_hidden: - type: - - boolean - - number - - "null" - totals: - type: - - number - - "null" - totals_delta: - type: - - number - - "null" - value: - type: - - string - - "null" - required: - - id - additionalProperties: true streams: - - $ref: "#/definitions/annotations_stream" - - $ref: "#/definitions/cohorts_stream" - - $ref: "#/definitions/average_session_length_stream" - - $ref: "#/definitions/active_users_stream" - - $ref: "#/definitions/events_stream" - - $ref: "#/definitions/events_list_stream" +- retriever: + type: SimpleRetriever + record_selector: + type: RecordSelector + extractor: + type: DpathExtractor + field_path: + - "{{ parameters.get('data_field') }}" + paginator: + type: NoPagination + requester: + type: HttpRequester + url_base: "https://{{'analytics.eu.' if config['data_region'] == 'EU Residency + Server' else '' }}amplitude.com/api" + http_method: "GET" + authenticator: + type: BasicHttpAuthenticator + username: "{{ config['api_key'] }}" + password: "{{ config['secret_key'] }}" + error_handler: + type: DefaultErrorHandler + response_filters: + - http_codes: + - 400 + action: FAIL + failure_type: config_error + error_message: The file size of the exported data is too large. Shorten + the time ranges and try again. The limit size is 4GB. Provide a shorter + 'request_time_range' interval. + type: HttpResponseFilter + - http_codes: + - 403 + action: FAIL + failure_type: config_error + error_message: Access denied due to lack of permission or invalid API/Secret + key or wrong data region. + type: HttpResponseFilter + - http_codes: + - 404 + action: IGNORE + error_message: No data available for the time range requested. + type: HttpResponseFilter + - http_codes: + - 504 + action: FAIL + failure_type: config_error + error_message: "The amount of data is large and may be causing a timeout. + For large amounts of data, the Amazon S3 destination is recommended. Refer + to Amplitude documentation for information on setting up the S3 destination: + https://amplitude.com/docs/data/destination-catalog/amazon-s3#run-a-manual-export" + type: HttpResponseFilter + path: "/2/annotations" + schema_loader: + type: InlineSchemaLoader + schema: + $schema: https://json-schema.org/draft-07/schema# + type: object + properties: + date: + description: The date when the annotation was made + type: + - "null" + - string + format: date + details: + description: Additional details or information related to the annotation + type: + - "null" + - string + id: + description: The unique identifier for the annotation + type: + - "null" + - integer + label: + description: The label assigned to the annotation + type: + - "null" + - string + type: DeclarativeStream + name: "annotations" + primary_key: "id" +- retriever: + type: SimpleRetriever + record_selector: + type: RecordSelector + extractor: + type: DpathExtractor + field_path: + - "{{ parameters.get('data_field') }}" + paginator: + type: NoPagination + requester: + type: HttpRequester + url_base: "https://{{'analytics.eu.' if config['data_region'] == 'EU Residency + Server' else '' }}amplitude.com/api" + http_method: "GET" + authenticator: + type: BasicHttpAuthenticator + username: "{{ config['api_key'] }}" + password: "{{ config['secret_key'] }}" + error_handler: + type: DefaultErrorHandler + response_filters: + - http_codes: + - 400 + action: FAIL + failure_type: config_error + error_message: The file size of the exported data is too large. Shorten + the time ranges and try again. The limit size is 4GB. Provide a shorter + 'request_time_range' interval. + type: HttpResponseFilter + - http_codes: + - 403 + action: FAIL + failure_type: config_error + error_message: Access denied due to lack of permission or invalid API/Secret + key or wrong data region. + type: HttpResponseFilter + - http_codes: + - 404 + action: IGNORE + error_message: No data available for the time range requested. + type: HttpResponseFilter + - http_codes: + - 504 + action: FAIL + failure_type: config_error + error_message: "The amount of data is large and may be causing a timeout. + For large amounts of data, the Amazon S3 destination is recommended. Refer + to Amplitude documentation for information on setting up the S3 destination: + https://amplitude.com/docs/data/destination-catalog/amazon-s3#run-a-manual-export" + type: HttpResponseFilter + path: "/3/cohorts" + schema_loader: + type: InlineSchemaLoader + schema: + $schema: https://json-schema.org/draft-07/schema# + type: object + properties: + appId: + description: The unique identifier of the application. + type: + - "null" + - integer + archived: + description: Indicates if the cohort data is archived or not. + type: + - "null" + - boolean + definition: + description: The specific definition or criteria for the cohort. + type: + - "null" + - object + description: + description: A brief explanation or summary of the cohort data. + type: + - "null" + - string + finished: + description: Indicates if the cohort data has been finalized. + type: + - "null" + - boolean + id: + description: The unique identifier for the cohort. + type: + - "null" + - string + name: + description: The name or title of the cohort. + type: + - "null" + - string + owners: + description: The owners or administrators of the cohort. + type: + - "null" + - array + items: + type: string + published: + description: Status indicating if the cohort data is published or not. + type: + - "null" + - boolean + size: + description: Size or scale of the cohort data. + type: + - "null" + - integer + type: + description: The type or category of the cohort. + type: + - "null" + - string + lastMod: + description: Timestamp of the last modification made to the cohort. + type: + - "null" + - integer + lastComputed: + description: Timestamp of the last computation of cohort data. + type: + - "null" + - integer + hidden: + description: Flag to determine if the cohort is hidden from view. + type: + - "null" + - boolean + is_predictive: + description: Flag to indicate if the cohort is predictive in nature. + type: + - "null" + - boolean + is_official_content: + description: Indicates if the cohort data is official content. + type: + - "null" + - boolean + chart_id: + description: The identifier of the chart associated with the cohort. + type: + - "null" + - string + createdAt: + description: The timestamp when the cohort was created. + type: + - "null" + - integer + edit_id: + description: The ID for editing purposes or version control. + type: + - "null" + - string + last_viewed: + description: Timestamp when the cohort was last viewed. + type: + - "null" + - integer + location_id: + description: Identifier of the location associated with the cohort. + type: + - "null" + - string + metadata: + description: Additional information or data related to the cohort. + type: + - "null" + - array + items: + type: string + popularity: + description: Popularity rank or score of the cohort. + type: + - "null" + - integer + shortcut_ids: + description: Identifiers of any shortcuts associated with the cohort. + type: + - "null" + - array + items: + type: string + view_count: + description: The total count of views on the cohort data. + type: + - "null" + - integer + viewers: + description: Users or viewers who have access to the cohort data. + type: + - "null" + - array + items: + type: string + type: DeclarativeStream + name: "cohorts" + primary_key: "id" +- retriever: + type: SimpleRetriever + record_selector: + type: RecordSelector + extractor: + type: CustomRecordExtractor + class_name: source_declarative_manifest.components.AverageSessionLengthRecordExtractor + paginator: + type: NoPagination + requester: + type: HttpRequester + url_base: "https://{{'analytics.eu.' if config['data_region'] == 'EU Residency + Server' else '' }}amplitude.com/api" + http_method: "GET" + authenticator: + type: BasicHttpAuthenticator + username: "{{ config['api_key'] }}" + password: "{{ config['secret_key'] }}" + error_handler: + type: DefaultErrorHandler + response_filters: + - http_codes: + - 400 + action: FAIL + failure_type: config_error + error_message: The file size of the exported data is too large. Shorten + the time ranges and try again. The limit size is 4GB. Provide a shorter + 'request_time_range' interval. + type: HttpResponseFilter + - http_codes: + - 403 + action: FAIL + failure_type: config_error + error_message: Access denied due to lack of permission or invalid API/Secret + key or wrong data region. + type: HttpResponseFilter + - http_codes: + - 404 + action: IGNORE + error_message: No data available for the time range requested. + type: HttpResponseFilter + - http_codes: + - 504 + action: FAIL + failure_type: config_error + error_message: "The amount of data is large and may be causing a timeout. + For large amounts of data, the Amazon S3 destination is recommended. Refer + to Amplitude documentation for information on setting up the S3 destination: + https://amplitude.com/docs/data/destination-catalog/amazon-s3#run-a-manual-export" + type: HttpResponseFilter + request_parameters: + start: "{{format_datetime(stream_slice.start_time, '%Y%m%d') }}" + end: "{{format_datetime(stream_slice.end_time, '%Y%m%d') }}" + path: "/2/sessions/average" + incremental_sync: + type: DatetimeBasedCursor + start_datetime: + datetime: "{{ format_datetime(config['start_date'], '%Y-%m-%d') }}" + type: MinMaxDatetime + end_datetime: + datetime: "{{ now_utc().strftime('%Y-%m-%d') }}" + type: MinMaxDatetime + datetime_format: "%Y-%m-%d" + cursor_datetime_formats: + - "%Y-%m-%d" + - "%Y-%m-%dT%H:%M:%S" + cursor_granularity: P1D + step: P15D + cursor_field: "{{ parameters['stream_cursor_field'] }}" + schema_loader: + type: InlineSchemaLoader + schema: + $schema: https://json-schema.org/draft-07/schema# + type: object + properties: + date: + description: The date on which the session occurred + type: + - "null" + - string + format: date-time + length: + description: The duration of the session in seconds + type: + - "null" + - number + type: DeclarativeStream + name: "average_session_length" + primary_key: "date" +- retriever: + type: SimpleRetriever + record_selector: + type: RecordSelector + extractor: + type: CustomRecordExtractor + class_name: source_declarative_manifest.components.ActiveUsersRecordExtractor + paginator: + type: NoPagination + requester: + type: HttpRequester + url_base: "https://{{'analytics.eu.' if config['data_region'] == 'EU Residency + Server' else '' }}amplitude.com/api" + http_method: "GET" + authenticator: + type: BasicHttpAuthenticator + username: "{{ config['api_key'] }}" + password: "{{ config['secret_key'] }}" + error_handler: + type: DefaultErrorHandler + response_filters: + - http_codes: + - 400 + action: FAIL + failure_type: config_error + error_message: The file size of the exported data is too large. Shorten + the time ranges and try again. The limit size is 4GB. Provide a shorter + 'request_time_range' interval. + type: HttpResponseFilter + - http_codes: + - 403 + action: FAIL + failure_type: config_error + error_message: Access denied due to lack of permission or invalid API/Secret + key or wrong data region. + type: HttpResponseFilter + - http_codes: + - 404 + action: IGNORE + error_message: No data available for the time range requested. + type: HttpResponseFilter + - http_codes: + - 504 + action: FAIL + failure_type: config_error + error_message: "The amount of data is large and may be causing a timeout. + For large amounts of data, the Amazon S3 destination is recommended. Refer + to Amplitude documentation for information on setting up the S3 destination: + https://amplitude.com/docs/data/destination-catalog/amazon-s3#run-a-manual-export" + type: HttpResponseFilter + request_parameters: + start: "{{format_datetime(stream_slice.start_time, '%Y%m%d') }}" + end: "{{format_datetime(stream_slice.end_time, '%Y%m%d') }}" + m: "active" + i: "1" + g: "{{ 'country' if config['active_users_group_by_country'] else '' }}" + path: "/2/users" + incremental_sync: + type: DatetimeBasedCursor + start_datetime: + datetime: "{{ format_datetime(config['start_date'], '%Y-%m-%d') }}" + type: MinMaxDatetime + end_datetime: + datetime: "{{ now_utc().strftime('%Y-%m-%d') }}" + type: MinMaxDatetime + datetime_format: "%Y-%m-%d" + cursor_datetime_formats: + - "%Y-%m-%d" + - "%Y-%m-%dT%H:%M:%S" + cursor_granularity: P1D + step: P1M + cursor_field: "date" + schema_loader: + type: InlineSchemaLoader + schema: + $schema: https://json-schema.org/draft-07/schema# + type: object + properties: + date: + description: The date for which the active user data is reported + type: + - "null" + - string + format: date + statistics: + description: The statistics related to the active users for the given date + type: + - "null" + - object + type: DeclarativeStream + name: "active_users" + primary_key: "date" +- type: DeclarativeStream + name: events_list + primary_key: + - id + retriever: + type: SimpleRetriever + requester: + type: HttpRequester + url_base: "https://{{'analytics.eu.' if config['data_region'] == 'EU Residency + Server' else '' }}amplitude.com/api" + http_method: "GET" + authenticator: + type: BasicHttpAuthenticator + username: "{{ config['api_key'] }}" + password: "{{ config['secret_key'] }}" + error_handler: + type: DefaultErrorHandler + response_filters: + - http_codes: + - 400 + action: FAIL + failure_type: config_error + error_message: The file size of the exported data is too large. Shorten + the time ranges and try again. The limit size is 4GB. Provide a shorter + 'request_time_range' interval. + type: HttpResponseFilter + - http_codes: + - 403 + action: FAIL + failure_type: config_error + error_message: Access denied due to lack of permission or invalid API/Secret + key or wrong data region. + type: HttpResponseFilter + - http_codes: + - 404 + action: IGNORE + error_message: No data available for the time range requested. + type: HttpResponseFilter + - http_codes: + - 504 + action: FAIL + failure_type: config_error + error_message: "The amount of data is large and may be causing a timeout. + For large amounts of data, the Amazon S3 destination is recommended. Refer + to Amplitude documentation for information on setting up the S3 destination: + https://amplitude.com/docs/data/destination-catalog/amazon-s3#run-a-manual-export" + type: HttpResponseFilter + path: /2/events/list + record_selector: + type: RecordSelector + extractor: + type: DpathExtractor + field_path: + - data + schema_loader: + type: InlineSchemaLoader + schema: + type: object + $schema: http://json-schema.org/schema# + properties: + autohidden: + type: + - boolean + - "null" + clusters_hidden: + type: + - boolean + - "null" + deleted: + type: + - boolean + - "null" + display: + type: + - string + - "null" + flow_hidden: + type: + - boolean + - "null" + hidden: + type: + - boolean + - "null" + id: + type: number + in_waitroom: + type: + - boolean + - "null" + name: + type: + - string + - "null" + non_active: + type: + - boolean + - "null" + timeline_hidden: + type: + - boolean + - number + - "null" + totals: + type: + - number + - "null" + totals_delta: + type: + - number + - "null" + value: + type: + - string + - "null" + required: + - id + additionalProperties: true +- retriever: + type: SimpleRetriever + record_selector: + type: RecordSelector + extractor: + type: DpathExtractor + field_path: [] + paginator: + type: NoPagination + requester: + type: HttpRequester + url_base: "https://{{'analytics.eu.' if config['data_region'] == 'EU Residency + Server' else '' }}amplitude.com/api" + http_method: "GET" + authenticator: + type: BasicHttpAuthenticator + username: "{{ config['api_key'] }}" + password: "{{ config['secret_key'] }}" + error_handler: + type: DefaultErrorHandler + response_filters: + - http_codes: + - 400 + action: FAIL + failure_type: config_error + error_message: The file size of the exported data is too large. Shorten + the time ranges and try again. The limit size is 4GB. Provide a shorter + 'request_time_range' interval. + type: HttpResponseFilter + - http_codes: + - 403 + action: FAIL + failure_type: config_error + error_message: Access denied due to lack of permission or invalid API/Secret + key or wrong data region. + type: HttpResponseFilter + - http_codes: + - 404 + action: IGNORE + error_message: No data available for the time range requested. + type: HttpResponseFilter + - http_codes: + - 504 + action: FAIL + failure_type: config_error + error_message: "The amount of data is large and may be causing a timeout. + For large amounts of data, the Amazon S3 destination is recommended. Refer + to Amplitude documentation for information on setting up the S3 destination: + https://amplitude.com/docs/data/destination-catalog/amazon-s3#run-a-manual-export" + type: HttpResponseFilter + path: /2/export + decoder: + type: ZipfileDecoder + parser: + type: GzipParser + inner_parser: + type: JsonLineParser + incremental_sync: + type: DatetimeBasedCursor + cursor_field: "{{ parameters['cursor_field'] }}" + cursor_datetime_formats: + - "%Y-%m-%dT%H:%M:%S.%f%z" + - "%Y-%m-%d %H:%M:%S.%f" + datetime_format: "%Y%m%dT%H" + cursor_granularity: PT1H + step: PT{{ config.get("request_time_range", 24)}}H + lookback_window: PT2H + start_datetime: + type: MinMaxDatetime + datetime: '{{ config["start_date"] }}' + datetime_format: "%Y-%m-%dT%H:%M:%SZ" + start_time_option: + type: RequestOption + inject_into: request_parameter + field_name: start + end_time_option: + type: RequestOption + inject_into: request_parameter + field_name: end + end_datetime: + type: MinMaxDatetime + datetime: "{{ now_utc().strftime('%Y-%m-%dT%H:%M:%SZ') }}" + datetime_format: "%Y-%m-%dT%H:%M:%SZ" + transformations: + - type: CustomTransformation + class_name: source_declarative_manifest.components.TransformDatetimesToRFC3339 + schema_loader: + type: InlineSchemaLoader + schema: + $schema: https://json-schema.org/draft-07/schema# + type: object + properties: + server_received_time: + description: The timestamp when the event data was received by the server + type: + - 'null' + - string + format: date-time + app: + description: Information related to the application where the event originated + type: + - 'null' + - integer + device_carrier: + description: The mobile carrier used by the device + type: + - 'null' + - string + $schema: + description: The schema version used for the event data + type: + - 'null' + - integer + city: + description: The city where the event occurred + type: + - 'null' + - string + user_id: + description: The unique identifier for the user + type: + - 'null' + - string + uuid: + description: The universally unique identifier for the event + type: + - 'null' + - string + event_time: + description: The timestamp when the event occurred + type: + - 'null' + - string + format: date-time + platform: + description: The platform where the event occurred (e.g., iOS, Android) + type: + - 'null' + - string + os_version: + description: The version of the operating system on the user's device + type: + - 'null' + - string + amplitude_id: + description: The unique identifier assigned by Amplitude for the event + type: + - 'null' + - integer + processed_time: + description: The timestamp when the event data was processed + type: + - 'null' + - string + format: date-time + user_creation_time: + description: The timestamp when the user account was created + type: + - 'null' + - string + format: date-time + version_name: + description: The name or label of the version associated with the event + type: + - 'null' + - string + ip_address: + description: The IP address from which the event was triggered + type: + - 'null' + - string + paying: + description: Flag indicating if the user is a paying customer + type: + - 'null' + - boolean + dma: + description: The Designated Market Area where the event occurred + type: + - 'null' + - string + group_properties: + description: Properties related to grouping events + type: + - 'null' + - object + user_properties: + description: Additional properties associated with the user + type: + - 'null' + - object + client_upload_time: + description: The timestamp when the event data was uploaded from the client + to the server + type: + - 'null' + - string + format: date-time + $insert_id: + description: The unique identifier assigned by Amplitude for each event + insertion + type: + - 'null' + - string + event_type: + description: The type/category of the event + type: + - 'null' + - string + library: + description: Information about the library/version used for event tracking + type: + - 'null' + - string + amplitude_attribution_ids: + description: IDs that Amplitude uses for attributing conversions to various + ad networks + type: + - 'null' + - string + device_type: + description: The type of device (e.g., smartphone, tablet) + type: + - 'null' + - string + device_manufacturer: + description: The manufacturer of the device + type: + - 'null' + - string + start_version: + description: The version at which the user started using the application + type: + - 'null' + - string + location_lng: + description: Longitude coordinate of the event location + type: + - 'null' + - number + server_upload_time: + description: The timestamp when the event data was uploaded to the server + type: + - 'null' + - string + format: date-time + event_id: + description: The unique identifier assigned to the event + type: + - 'null' + - integer + location_lat: + description: Latitude coordinate of the event location + type: + - 'null' + - number + os_name: + description: The name of the operating system on the user's device + type: + - 'null' + - string + amplitude_event_type: + description: The specific type of event tracked by Amplitude + type: + - 'null' + - string + device_brand: + description: The brand of the user's device + type: + - 'null' + - string + groups: + description: Groups to which the event belongs + type: + - 'null' + - object + event_properties: + description: Additional properties associated with the event + type: + - 'null' + - object + data: + description: Custom data associated with the event + type: + - 'null' + - object + device_id: + description: The unique identifier assigned to the device + type: + - 'null' + - string + language: + description: The language set on the user's device + type: + - 'null' + - string + device_model: + description: The model of the device + type: + - 'null' + - string + country: + description: The country where the event occurred + type: + - 'null' + - string + region: + description: The region where the event occurred + type: + - 'null' + - string + is_attribution_event: + description: Flag indicating if the event is an attribution event + type: + - 'null' + - boolean + adid: + description: The advertising identifier associated with the user's device + type: + - 'null' + - string + session_id: + description: The unique identifier for the user session + type: + - 'null' + - number + device_family: + description: The family of the device model + type: + - 'null' + - string + sample_rate: + description: The sampling rate used for the event data + type: + - 'null' + - string + - number + idfa: + description: The Identifier for Advertisers associated with the user's device + type: + - 'null' + - string + client_event_time: + description: The timestamp when the event occurred on the client side + type: + - 'null' + - string + format: date-time + $insert_key: + description: The key used for identifying the event insertion + type: + - 'null' + - string + data_type: + description: The type of data associated with the event + type: + - 'null' + - string + plan: + description: Information related to the user's plan + type: + - 'null' + - object + properties: + branch: + description: The branch of the user's plan + type: + - 'null' + - string + source: + description: The source of the user's plan + type: + - 'null' + - string + version: + description: The version of the user's plan + type: + - 'null' + - string + source_id: + description: The unique identifier for the event source + type: + - 'null' + - string + partner_id: + description: The unique identifier for a partner associated with the event + type: + - 'null' + - string + global_user_properties: + description: Global properties associated with the user + type: + - 'null' + - object + type: DeclarativeStream + name: events + primary_key: uuid check: stream_names: - "active_users" From f591a6639844a9432f22ba64bbb2e890ac8b6044 Mon Sep 17 00:00:00 2001 From: pnilan Date: Wed, 22 Jan 2025 15:01:03 -0800 Subject: [PATCH 30/35] update integration_test.py --- .../integration_tests/integration_test.py | 139 ++ .../integration_tests/poetry.lock | 2012 +++++++++++++++++ .../integration_tests/pyproject.toml | 17 + 3 files changed, 2168 insertions(+) create mode 100755 airbyte-integrations/connectors/source-amplitude/integration_tests/integration_test.py create mode 100644 airbyte-integrations/connectors/source-amplitude/integration_tests/poetry.lock create mode 100644 airbyte-integrations/connectors/source-amplitude/integration_tests/pyproject.toml diff --git a/airbyte-integrations/connectors/source-amplitude/integration_tests/integration_test.py b/airbyte-integrations/connectors/source-amplitude/integration_tests/integration_test.py new file mode 100755 index 000000000000..63c39b3f65be --- /dev/null +++ b/airbyte-integrations/connectors/source-amplitude/integration_tests/integration_test.py @@ -0,0 +1,139 @@ +# +# Copyright (c) 2025 Airbyte, Inc., all rights reserved. +# +import json +import operator +import os +from pathlib import Path + +import pytest +import yaml + +from airbyte_cdk.models import SyncMode +from airbyte_cdk.sources.declarative.types import StreamSlice +from airbyte_cdk.sources.declarative.yaml_declarative_source import YamlDeclarativeSource +from airbyte_cdk.test.catalog_builder import CatalogBuilder + + +class SourceAmplitudeTest(YamlDeclarativeSource): + def __init__(self): + with open("../manifest.yaml", "r") as yaml_file: + primary_manifest = yaml.safe_load(yaml_file) + + test_manifest = primary_manifest + + stream_list = [] + + # We are only testing the annotations and cohorts streams + for stream in primary_manifest["streams"]: + if stream["name"] in ["annotations", "cohorts"]: + stream_list.append(stream) + + test_manifest["streams"] = stream_list + + with open("test_manifest.yaml", "w") as test_yaml: + yaml.dump(test_manifest, test_yaml) + + super().__init__("test_manifest.yaml") + + if os.path.exists("test_manifest.yaml"): + os.remove("test_manifest.yaml") + + +@pytest.fixture(scope="module") +def config(): + with open(Path(__file__).parent.parent / "secrets/config.json", "r") as file: + return json.loads(file.read()) + + +@pytest.fixture(scope="module") +def streams(config): + catalog = ( + CatalogBuilder() + .with_stream("annotations_stream", sync_mode=SyncMode.full_refresh) + .with_stream("cohorts_stream", sync_mode=SyncMode.full_refresh) + .build() + ) + return SourceAmplitudeTest().streams(config=config) + + +@pytest.fixture(scope="module") +def annotations_stream(streams): + return next(filter(lambda s: s.name == "annotations", streams)) + + +@pytest.fixture(scope="module") +def cohorts_stream(streams): + return next(filter(lambda s: s.name == "cohorts", streams)) + + +@pytest.mark.parametrize( + "stream_fixture_name, url, expected_records", + [ + ( + "annotations_stream", + "https://amplitude.com/api/2/annotations", + [ + {"date": "2023-09-22", "details": "vacate et scire", "id": 1, "label": "veritas"}, + {"date": "2023-09-22", "details": "valenter volenter", "id": 2, "label": "veritas"}, + ], + ), + ( + "cohorts_stream", + "https://amplitude.com/api/3/cohorts", + [ + { + "appId": 1, + "archived": False, + "chart_id": "27f310c471e8409797a18f18fe2884fb", + "createdAt": 1695394830, + "definition": {}, + "description": "Arduus ad Solem", + "edit_id": "fab12bc14de641589630c2ceced1c197", + "finished": True, + "hidden": False, + "id": 1, + "is_official_content": True, + "is_predictive": True, + "last_viewed": 1695394946, + "lastComputed": 1695394830, + "lastMod": 1695394830, + "location_id": "517974113223461a8468400b6ce88383", + "metadata": ["me", "ta", "da", "ta"], + "name": "Solem", + "owners": ["me", "mom"], + "popularity": 100, + "published": True, + "shortcut_ids": ["solem"], + "size": 186, + "type": "one", + "view_count": 2, + "viewers": ["me", "mom"], + } + ], + ), + ], +) +def test_empty_streams(stream_fixture_name, url, expected_records, request, requests_mock): + """ + A test with synthetic data since we are not able to test `annotations_stream` and `cohorts_stream` streams + due to free subscription plan for the sandbox + """ + stream = request.getfixturevalue(stream_fixture_name) + empty_stream_slice = StreamSlice(partition={}, cursor_slice={}) + records_reader = stream.read_records(sync_mode=SyncMode.full_refresh, cursor_field=None, stream_slice=empty_stream_slice) + requests_mock.get(url, status_code=200, json={"data": expected_records}) + + # Sort actual and expected records by ID. + # Prepare pairs of the actual and expected versions of the same record. + pairs = zip(*[sorted(record, key=operator.itemgetter("id")) for record in (list(records_reader), expected_records)]) + + # Calculate unmatched records and return their key, actual value and expected value + unmatched = [ + [(key, _actual[key], _expected[key]) for key in _actual if _actual[key] != _expected[key]] + for _actual, _expected in pairs + if _actual != _expected + ] + + # Ensure we don't have any unmatched records + 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+[tool.poetry.dependencies] +python = "^3.10,<3.13" +airbyte-cdk = "^6" +pytest = "^8" +requests-mock = "^1.12.1" +[tool.pytest.ini_options] +filterwarnings = [ + "ignore:This class is experimental*" +] From afb747a945b16fbb5adfae070cc1cc5b65a0af02 Mon Sep 17 00:00:00 2001 From: pnilan Date: Thu, 23 Jan 2025 09:15:25 -0800 Subject: [PATCH 31/35] remove rc suffix (for prerelease publishing) --- airbyte-integrations/connectors/source-amplitude/metadata.yaml | 2 +- docs/integrations/sources/amplitude.md | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/airbyte-integrations/connectors/source-amplitude/metadata.yaml b/airbyte-integrations/connectors/source-amplitude/metadata.yaml index ee673e3ef679..8dd19b122e91 100644 --- a/airbyte-integrations/connectors/source-amplitude/metadata.yaml +++ b/airbyte-integrations/connectors/source-amplitude/metadata.yaml @@ -11,7 +11,7 @@ data: connectorSubtype: api connectorType: source definitionId: fa9f58c6-2d03-4237-aaa4-07d75e0c1396 - dockerImageTag: 0.7.0-rc.1 + dockerImageTag: 0.7.0 dockerRepository: airbyte/source-amplitude documentationUrl: https://docs.airbyte.com/integrations/sources/amplitude githubIssueLabel: source-amplitude diff --git a/docs/integrations/sources/amplitude.md b/docs/integrations/sources/amplitude.md index 7fb80d671d99..d3d0f280ab1a 100644 --- a/docs/integrations/sources/amplitude.md +++ b/docs/integrations/sources/amplitude.md @@ -58,7 +58,7 @@ The Amplitude connector ideally should gracefully handle Amplitude API limitatio | Version | Date | Pull Request | Subject | | :------ | :--------- | :------------------------------------------------------- | :------------------------------------------------------------------------------------------- | -| 0.7.0-rc.1 | 2025-01-17 | [51601](https://github.com/airbytehq/airbyte/pull/51601) | Migrates to manifest-only | +| 0.7.0 | 2025-01-17 | [51601](https://github.com/airbytehq/airbyte/pull/51601) | Migrates to manifest-only | | 0.6.19 | 2025-01-18 | [51723](https://github.com/airbytehq/airbyte/pull/51723) | Update dependencies | | 0.6.18 | 2025-01-11 | [51288](https://github.com/airbytehq/airbyte/pull/51288) | Update dependencies | | 0.6.17 | 2025-01-04 | [50906](https://github.com/airbytehq/airbyte/pull/50906) | Update dependencies | From 619a17991b730fe75c2f88760965f2ff7ea6e411 Mon Sep 17 00:00:00 2001 From: pnilan Date: Thu, 23 Jan 2025 09:25:29 -0800 Subject: [PATCH 32/35] revert to rc --- airbyte-integrations/connectors/source-amplitude/metadata.yaml | 2 +- docs/integrations/sources/amplitude.md | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/airbyte-integrations/connectors/source-amplitude/metadata.yaml b/airbyte-integrations/connectors/source-amplitude/metadata.yaml index 8dd19b122e91..ee673e3ef679 100644 --- a/airbyte-integrations/connectors/source-amplitude/metadata.yaml +++ b/airbyte-integrations/connectors/source-amplitude/metadata.yaml @@ -11,7 +11,7 @@ data: connectorSubtype: api connectorType: source definitionId: fa9f58c6-2d03-4237-aaa4-07d75e0c1396 - dockerImageTag: 0.7.0 + dockerImageTag: 0.7.0-rc.1 dockerRepository: airbyte/source-amplitude documentationUrl: https://docs.airbyte.com/integrations/sources/amplitude githubIssueLabel: source-amplitude diff --git a/docs/integrations/sources/amplitude.md b/docs/integrations/sources/amplitude.md index d3d0f280ab1a..7fb80d671d99 100644 --- a/docs/integrations/sources/amplitude.md +++ b/docs/integrations/sources/amplitude.md @@ -58,7 +58,7 @@ The Amplitude connector ideally should gracefully handle Amplitude API limitatio | Version | Date | Pull Request | Subject | | :------ | :--------- | :------------------------------------------------------- | :------------------------------------------------------------------------------------------- | -| 0.7.0 | 2025-01-17 | [51601](https://github.com/airbytehq/airbyte/pull/51601) | Migrates to manifest-only | +| 0.7.0-rc.1 | 2025-01-17 | [51601](https://github.com/airbytehq/airbyte/pull/51601) | Migrates to manifest-only | | 0.6.19 | 2025-01-18 | [51723](https://github.com/airbytehq/airbyte/pull/51723) | Update dependencies | | 0.6.18 | 2025-01-11 | [51288](https://github.com/airbytehq/airbyte/pull/51288) | Update dependencies | | 0.6.17 | 2025-01-04 | [50906](https://github.com/airbytehq/airbyte/pull/50906) | Update dependencies | From 87273ac4467d615b0204a07f21356b2185d42200 Mon Sep 17 00:00:00 2001 From: pnilan Date: Thu, 23 Jan 2025 09:30:33 -0800 Subject: [PATCH 33/35] deactive progressive rollout for dev image publishing --- .../connectors/source-amplitude/metadata.yaml | 4 ++-- docs/integrations/sources/amplitude.md | 2 +- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/airbyte-integrations/connectors/source-amplitude/metadata.yaml b/airbyte-integrations/connectors/source-amplitude/metadata.yaml index ee673e3ef679..6b056ab20250 100644 --- a/airbyte-integrations/connectors/source-amplitude/metadata.yaml +++ b/airbyte-integrations/connectors/source-amplitude/metadata.yaml @@ -11,7 +11,7 @@ data: connectorSubtype: api connectorType: source definitionId: fa9f58c6-2d03-4237-aaa4-07d75e0c1396 - dockerImageTag: 0.7.0-rc.1 + dockerImageTag: 0.7.0 dockerRepository: airbyte/source-amplitude documentationUrl: https://docs.airbyte.com/integrations/sources/amplitude githubIssueLabel: source-amplitude @@ -31,7 +31,7 @@ data: releaseStage: generally_available releases: rolloutConfiguration: - enableProgressiveRollout: true + enableProgressiveRollout: false suggestedStreams: streams: - events diff --git a/docs/integrations/sources/amplitude.md b/docs/integrations/sources/amplitude.md index 7fb80d671d99..d3d0f280ab1a 100644 --- a/docs/integrations/sources/amplitude.md +++ b/docs/integrations/sources/amplitude.md @@ -58,7 +58,7 @@ The Amplitude connector ideally should gracefully handle Amplitude API limitatio | Version | Date | Pull Request | Subject | | :------ | :--------- | :------------------------------------------------------- | :------------------------------------------------------------------------------------------- | -| 0.7.0-rc.1 | 2025-01-17 | [51601](https://github.com/airbytehq/airbyte/pull/51601) | Migrates to manifest-only | +| 0.7.0 | 2025-01-17 | [51601](https://github.com/airbytehq/airbyte/pull/51601) | Migrates to manifest-only | | 0.6.19 | 2025-01-18 | [51723](https://github.com/airbytehq/airbyte/pull/51723) | Update dependencies | | 0.6.18 | 2025-01-11 | [51288](https://github.com/airbytehq/airbyte/pull/51288) | Update dependencies | | 0.6.17 | 2025-01-04 | [50906](https://github.com/airbytehq/airbyte/pull/50906) | Update dependencies | From 48e22353e95556cced6da089c5187abe3ee58d7c Mon Sep 17 00:00:00 2001 From: pnilan Date: Thu, 23 Jan 2025 09:33:00 -0800 Subject: [PATCH 34/35] revert to rc --- .../connectors/source-amplitude/metadata.yaml | 4 ++-- docs/integrations/sources/amplitude.md | 2 +- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/airbyte-integrations/connectors/source-amplitude/metadata.yaml b/airbyte-integrations/connectors/source-amplitude/metadata.yaml index 6b056ab20250..ee673e3ef679 100644 --- a/airbyte-integrations/connectors/source-amplitude/metadata.yaml +++ b/airbyte-integrations/connectors/source-amplitude/metadata.yaml @@ -11,7 +11,7 @@ data: connectorSubtype: api connectorType: source definitionId: fa9f58c6-2d03-4237-aaa4-07d75e0c1396 - dockerImageTag: 0.7.0 + dockerImageTag: 0.7.0-rc.1 dockerRepository: airbyte/source-amplitude documentationUrl: https://docs.airbyte.com/integrations/sources/amplitude githubIssueLabel: source-amplitude @@ -31,7 +31,7 @@ data: releaseStage: generally_available releases: rolloutConfiguration: - enableProgressiveRollout: false + enableProgressiveRollout: true suggestedStreams: streams: - events diff --git a/docs/integrations/sources/amplitude.md b/docs/integrations/sources/amplitude.md index d3d0f280ab1a..7fb80d671d99 100644 --- a/docs/integrations/sources/amplitude.md +++ b/docs/integrations/sources/amplitude.md @@ -58,7 +58,7 @@ The Amplitude connector ideally should gracefully handle Amplitude API limitatio | Version | Date | Pull Request | Subject | | :------ | :--------- | :------------------------------------------------------- | :------------------------------------------------------------------------------------------- | -| 0.7.0 | 2025-01-17 | [51601](https://github.com/airbytehq/airbyte/pull/51601) | Migrates to manifest-only | +| 0.7.0-rc.1 | 2025-01-17 | [51601](https://github.com/airbytehq/airbyte/pull/51601) | Migrates to manifest-only | | 0.6.19 | 2025-01-18 | [51723](https://github.com/airbytehq/airbyte/pull/51723) | Update dependencies | | 0.6.18 | 2025-01-11 | [51288](https://github.com/airbytehq/airbyte/pull/51288) | Update dependencies | | 0.6.17 | 2025-01-04 | [50906](https://github.com/airbytehq/airbyte/pull/50906) | Update dependencies | From 20bb3b644db57da1501f0d92c28649a5864eb3cf Mon Sep 17 00:00:00 2001 From: pnilan Date: Thu, 23 Jan 2025 10:30:06 -0800 Subject: [PATCH 35/35] remove unnecessary definitions, remove references to removed "parameters" --- .../connectors/source-amplitude/manifest.yaml | 227 +----------------- 1 file changed, 6 insertions(+), 221 deletions(-) diff --git a/airbyte-integrations/connectors/source-amplitude/manifest.yaml b/airbyte-integrations/connectors/source-amplitude/manifest.yaml index 975cfb5371a1..a372b2324d88 100644 --- a/airbyte-integrations/connectors/source-amplitude/manifest.yaml +++ b/airbyte-integrations/connectors/source-amplitude/manifest.yaml @@ -1,220 +1,4 @@ version: "5.15.0" -definitions: - selector: - type: RecordSelector - extractor: - type: DpathExtractor - field_path: - - "{{ parameters.get('data_field') }}" - requester: - type: HttpRequester - url_base: "https://{{'analytics.eu.' if config['data_region'] == 'EU Residency - Server' else '' }}amplitude.com/api" - http_method: "GET" - authenticator: - type: BasicHttpAuthenticator - username: "{{ config['api_key'] }}" - password: "{{ config['secret_key'] }}" - error_handler: - type: DefaultErrorHandler - response_filters: - - http_codes: - - 400 - action: FAIL - failure_type: config_error - error_message: The file size of the exported data is too large. Shorten the - time ranges and try again. The limit size is 4GB. Provide a shorter 'request_time_range' - interval. - - http_codes: - - 403 - action: FAIL - failure_type: config_error - error_message: Access denied due to lack of permission or invalid API/Secret - key or wrong data region. - - http_codes: - - 404 - action: IGNORE - error_message: No data available for the time range requested. - - http_codes: - - 504 - action: FAIL - failure_type: config_error - error_message: "The amount of data is large and may be causing a timeout. - For large amounts of data, the Amazon S3 destination is recommended. Refer - to Amplitude documentation for information on setting up the S3 destination: - https://amplitude.com/docs/data/destination-catalog/amazon-s3#run-a-manual-export" - retriever: - type: SimpleRetriever - record_selector: - type: RecordSelector - extractor: - type: DpathExtractor - field_path: - - "{{ parameters.get('data_field') }}" - paginator: - type: NoPagination - requester: - type: HttpRequester - url_base: "https://{{'analytics.eu.' if config['data_region'] == 'EU Residency - Server' else '' }}amplitude.com/api" - http_method: "GET" - authenticator: - type: BasicHttpAuthenticator - username: "{{ config['api_key'] }}" - password: "{{ config['secret_key'] }}" - error_handler: - type: DefaultErrorHandler - response_filters: - - http_codes: - - 400 - action: FAIL - failure_type: config_error - error_message: The file size of the exported data is too large. Shorten - the time ranges and try again. The limit size is 4GB. Provide a shorter - 'request_time_range' interval. - - http_codes: - - 403 - action: FAIL - failure_type: config_error - error_message: Access denied due to lack of permission or invalid API/Secret - key or wrong data region. - - http_codes: - - 404 - action: IGNORE - error_message: No data available for the time range requested. - - http_codes: - - 504 - action: FAIL - failure_type: config_error - error_message: "The amount of data is large and may be causing a timeout. - For large amounts of data, the Amazon S3 destination is recommended. Refer - to Amplitude documentation for information on setting up the S3 destination: - https://amplitude.com/docs/data/destination-catalog/amazon-s3#run-a-manual-export" - datetime_incremental_sync: - type: DatetimeBasedCursor - start_datetime: - datetime: "{{ format_datetime(config['start_date'], '%Y-%m-%d') }}" - end_datetime: - datetime: "{{ now_utc().strftime('%Y-%m-%d') }}" - datetime_format: "%Y-%m-%d" - cursor_datetime_formats: - - "%Y-%m-%d" - - "%Y-%m-%dT%H:%M:%S" - cursor_granularity: P1D - step: P15D - cursor_field: "{{ parameters['stream_cursor_field'] }}" - base_stream: - retriever: - type: SimpleRetriever - record_selector: - type: RecordSelector - extractor: - type: DpathExtractor - field_path: - - "{{ parameters.get('data_field') }}" - paginator: - type: NoPagination - requester: - type: HttpRequester - url_base: "https://{{'analytics.eu.' if config['data_region'] == 'EU Residency - Server' else '' }}amplitude.com/api" - http_method: "GET" - authenticator: - type: BasicHttpAuthenticator - username: "{{ config['api_key'] }}" - password: "{{ config['secret_key'] }}" - error_handler: - type: DefaultErrorHandler - response_filters: - - http_codes: - - 400 - action: FAIL - failure_type: config_error - error_message: The file size of the exported data is too large. Shorten - the time ranges and try again. The limit size is 4GB. Provide a shorter - 'request_time_range' interval. - - http_codes: - - 403 - action: FAIL - failure_type: config_error - error_message: Access denied due to lack of permission or invalid API/Secret - key or wrong data region. - - http_codes: - - 404 - action: IGNORE - error_message: No data available for the time range requested. - - http_codes: - - 504 - action: FAIL - failure_type: config_error - error_message: "The amount of data is large and may be causing a timeout. - For large amounts of data, the Amazon S3 destination is recommended. - Refer to Amplitude documentation for information on setting up the S3 - destination: https://amplitude.com/docs/data/destination-catalog/amazon-s3#run-a-manual-export" - base_incremental_stream: - retriever: - type: SimpleRetriever - record_selector: - type: RecordSelector - extractor: - type: DpathExtractor - field_path: - - "{{ parameters.get('data_field') }}" - paginator: - type: NoPagination - requester: - type: HttpRequester - url_base: "https://{{'analytics.eu.' if config['data_region'] == 'EU Residency - Server' else '' }}amplitude.com/api" - http_method: "GET" - authenticator: - type: BasicHttpAuthenticator - username: "{{ config['api_key'] }}" - password: "{{ config['secret_key'] }}" - error_handler: - type: DefaultErrorHandler - response_filters: - - http_codes: - - 400 - action: FAIL - failure_type: config_error - error_message: The file size of the exported data is too large. Shorten - the time ranges and try again. The limit size is 4GB. Provide a shorter - 'request_time_range' interval. - - http_codes: - - 403 - action: FAIL - failure_type: config_error - error_message: Access denied due to lack of permission or invalid API/Secret - key or wrong data region. - - http_codes: - - 404 - action: IGNORE - error_message: No data available for the time range requested. - - http_codes: - - 504 - action: FAIL - failure_type: config_error - error_message: "The amount of data is large and may be causing a timeout. - For large amounts of data, the Amazon S3 destination is recommended. - Refer to Amplitude documentation for information on setting up the S3 - destination: https://amplitude.com/docs/data/destination-catalog/amazon-s3#run-a-manual-export" - request_parameters: - start: "{{format_datetime(stream_slice.start_time, '%Y%m%d') }}" - end: "{{format_datetime(stream_slice.end_time, '%Y%m%d') }}" - incremental_sync: - type: DatetimeBasedCursor - start_datetime: - datetime: "{{ format_datetime(config['start_date'], '%Y-%m-%d') }}" - end_datetime: - datetime: "{{ now_utc().strftime('%Y-%m-%d') }}" - datetime_format: "%Y-%m-%d" - cursor_datetime_formats: - - "%Y-%m-%d" - - "%Y-%m-%dT%H:%M:%S" - cursor_granularity: P1D - step: P15D - cursor_field: "{{ parameters['stream_cursor_field'] }}" streams: - retriever: type: SimpleRetriever @@ -223,7 +7,7 @@ streams: extractor: type: DpathExtractor field_path: - - "{{ parameters.get('data_field') }}" + - data paginator: type: NoPagination requester: @@ -305,7 +89,7 @@ streams: extractor: type: DpathExtractor field_path: - - "{{ parameters.get('data_field') }}" + - data paginator: type: NoPagination requester: @@ -496,6 +280,7 @@ streams: type: string type: DeclarativeStream name: "cohorts" + data_field: "data" primary_key: "id" - retriever: type: SimpleRetriever @@ -565,7 +350,7 @@ streams: - "%Y-%m-%dT%H:%M:%S" cursor_granularity: P1D step: P15D - cursor_field: "{{ parameters['stream_cursor_field'] }}" + cursor_field: date schema_loader: type: InlineSchemaLoader schema: @@ -584,7 +369,7 @@ streams: - "null" - number type: DeclarativeStream - name: "average_session_length" + name: average_session_length primary_key: "date" - retriever: type: SimpleRetriever @@ -855,7 +640,7 @@ streams: type: JsonLineParser incremental_sync: type: DatetimeBasedCursor - cursor_field: "{{ parameters['cursor_field'] }}" + cursor_field: server_upload_time cursor_datetime_formats: - "%Y-%m-%dT%H:%M:%S.%f%z" - "%Y-%m-%d %H:%M:%S.%f"