From 5d810fc2fdec8f7a325ac104e8a056e7b06753d2 Mon Sep 17 00:00:00 2001 From: Luishfs Date: Tue, 5 Nov 2024 13:31:27 -0300 Subject: [PATCH 1/4] [wip] source-facebook-marketing: attempting to allow for multiple account ids --- .../connector_config.yaml | 7 +- .../source_facebook_marketing/api.py | 12 +- .../source_facebook_marketing/migrations.py | 57 ++++ .../source_facebook_marketing/source.py | 31 +- .../source_facebook_marketing/spec.py | 8 +- .../streams/async_job_manager.py | 5 +- .../streams/base_insight_streams.py | 155 ++++++---- .../streams/base_streams.py | 76 ++++- .../streams/streams.py | 152 +++++++--- source-facebook-marketing/tests/conftest.py | 8 +- source-facebook-marketing/tests/test_api.py | 2 +- .../tests/test_async_job_manager.py | 30 +- .../tests/test_base_insight_streams.py | 285 ++++++++++++++---- .../tests/test_base_streams.py | 228 +++++++------- .../tests/test_client.py | 116 +++++-- .../tests/test_source.py | 5 +- .../tests/test_streams.py | 24 +- 17 files changed, 822 insertions(+), 379 deletions(-) create mode 100644 source-facebook-marketing/source_facebook_marketing/migrations.py diff --git a/source-facebook-marketing/connector_config.yaml b/source-facebook-marketing/connector_config.yaml index 927e5eb034..b40104633a 100644 --- a/source-facebook-marketing/connector_config.yaml +++ b/source-facebook-marketing/connector_config.yaml @@ -1,4 +1,5 @@ -account_id_sops: ENC[AES256_GCM,data:DuMXhQYiyxxthsOHllmw,iv:wNw1RFVBe/AWvY6uycliIY3nPpzBiz+P4UBDr6f4nLI=,tag:7s2DQ+ApVrcfjMBNqOK+/w==,type:int] +account_ids: + - 196765372540622 credentials: access_token_sops: ENC[AES256_GCM,data:Re73N0PHhhJs7Umo5ONjzSXdb4xKe+XtOBI3r1padMyQo5Bki3bW7l+1+/v4ifQuq4RypBwxQOAXdJfarwqLMW6vKCpxzq+kcbEHkvFd+NTJIWduYl8lC5bbFHT6uTrBNMxaTv/N7LNTwohBss+iKc9kf+Dp7dwpUqikOohnvOZ9y6C4+p2lvanOUpVfw7mGL52uW8VALPiLWh1hgbn6ZXlk7MOAjZAboIzf2bCzkzZQIiTz/4NYVLcmbFbPx8DRjrUd6XU1yeLsfXbT3CNRbAJyNWwDJN9vwKErGQIKcfsXsP5hVb0rpFuSW+WBvpJ0avCR6N8vvM8I8mc5W47EMuMTAxI=,iv:hWmqMuuIUBm8Vm30DVzv5jkesBAIuxZnCzn2h/ysUZ8=,tag:uKzEZpI3M4IWiXGXIqncZQ==,type:str] auth_type: OAuth Credentials @@ -44,8 +45,8 @@ sops: azure_kv: [] hc_vault: [] age: [] - lastmodified: "2024-02-05T23:41:33Z" - mac: ENC[AES256_GCM,data:ByAdg0VEy2xMpZXxAwa5oKB7CfG+eSA5ej/TJ2g9ZsIR+XhwJklI1XBW62VvahoGeC2AP9wYC/Mk7bP03914JZCz1v2gsbn6nL4WVuooIt0XMFgaquwWjoVrDa7Hy3iTHvr2Uwf4YcBWI/M3NwKpD/3f9TpNQRstrJq8pw6AC0k=,iv:Spd541rsKs5Si4AAdtxxB/muD9XiokkyEGBC8/wqAsg=,tag:eXTEjYrz/Vq4526D3E6whw==,type:str] + lastmodified: "2024-10-30T19:01:21Z" + mac: ENC[AES256_GCM,data:lksew6RnULnIZyMc5HZCDRo8bpjO3kX/9gh3ev5Xgmyd7QTG/rO2HCpeIsC77Gw4vco6trl2F/7U6r0ICl0UBHlLHgCAAAVLkXzadhM7Ty8xkW+cpo6VoL9HAKdaFZchT8dJlv2zOXDNWuPg5RF5dBxk97SZqkRMR8ekNKiAErQ=,iv:kL9jIUkCTrPgX6bZ07IPtXfHIYAt09Tvu+7zmherbnQ=,tag:ypP4PbGgLIzPVxkLe/DbrQ==,type:str] pgp: [] encrypted_suffix: _sops version: 3.8.1 diff --git a/source-facebook-marketing/source_facebook_marketing/api.py b/source-facebook-marketing/source_facebook_marketing/api.py index 67be54e51e..2b8a15bac9 100644 --- a/source-facebook-marketing/source_facebook_marketing/api.py +++ b/source-facebook-marketing/source_facebook_marketing/api.py @@ -6,6 +6,7 @@ import logging from dataclasses import dataclass from time import sleep +from typing import List import backoff import pendulum @@ -158,16 +159,19 @@ def call( class API: """Simple wrapper around Facebook API""" - def __init__(self, account_id: str, access_token: str): - self._account_id = account_id + def __init__(self, access_token: str): + self._account_ids = {} # design flaw in MyFacebookAdsApi requires such strange set of new default api instance self.api = MyFacebookAdsApi.init(access_token=access_token, crash_log=False, api_version="v19.0") FacebookAdsApi.set_default_api(self.api) @cached_property - def account(self) -> AdAccount: + def get_account(self, account_id) -> AdAccount: """Find current account""" - return self._find_account(self._account_id) + if account_id in self._account_ids: + return self._account_ids[account_id] + self._account_ids[account_id] = self._find_account(account_id) + return self._account_ids[account_id] @staticmethod def _find_account(account_id: str) -> AdAccount: diff --git a/source-facebook-marketing/source_facebook_marketing/migrations.py b/source-facebook-marketing/source_facebook_marketing/migrations.py new file mode 100644 index 0000000000..469d7a7d78 --- /dev/null +++ b/source-facebook-marketing/source_facebook_marketing/migrations.py @@ -0,0 +1,57 @@ +import logging +from typing import Any, List, Mapping + +from airbyte_cdk.config_observation import create_connector_config_control_message +from airbyte_cdk.entrypoint import AirbyteEntrypoint +from airbyte_cdk.sources import Source +from airbyte_cdk.sources.message import InMemoryMessageRepository, MessageRepository + +logger = logging.getLogger("airbyte_logger") + + +class MigrateAccountId: + + message_repository: MessageRepository = InMemoryMessageRepository() + migrate_from_key: str = "account_id" + migrate_to_key: str = "account_ids" + + @classmethod + def should_migrate(cls, config: Mapping[str, Any]) -> bool: + return False if config.get(cls.migrate_to_key) else True + + @classmethod + def transform(cls, config: Mapping[str, Any]) -> Mapping[str, Any]: + config[cls.migrate_to_key] = [config[cls.migrate_from_key]] + # return transformed config + return config + + @classmethod + def modify_and_save(cls, config_path: str, source: Source, config: Mapping[str, Any]) -> Mapping[str, Any]: + # modify the config + migrated_config = cls.transform(config) + # save the config + source.write_config(migrated_config, config_path) + # return modified config + return migrated_config + + @classmethod + def emit_control_message(cls, migrated_config: Mapping[str, Any]) -> None: + # add the Airbyte Control Message to message repo + cls.message_repository.emit_message(create_connector_config_control_message(migrated_config)) + # emit the Airbyte Control Message from message queue to stdout + for message in cls.message_repository._message_queue: + print(message.json(exclude_unset=True)) + + @classmethod + def migrate(cls, args: List[str], source: Source) -> None: + # get config path + config_path = AirbyteEntrypoint(source).extract_config(args) + # proceed only if `--config` arg is provided + if config_path: + # read the existing config + config = source.read_config(config_path) + # migration check + if cls.should_migrate(config): + cls.emit_control_message( + cls.modify_and_save(config_path, source, config), + ) \ No newline at end of file diff --git a/source-facebook-marketing/source_facebook_marketing/source.py b/source-facebook-marketing/source_facebook_marketing/source.py index f919f61588..f11daff54d 100644 --- a/source-facebook-marketing/source_facebook_marketing/source.py +++ b/source-facebook-marketing/source_facebook_marketing/source.py @@ -66,8 +66,7 @@ def check_connection(self, logger: logging.Logger, config: Mapping[str, Any]) -> if config.end_date < config.start_date: return False, "end_date must be equal or after start_date." - api = API(account_id=config.account_id, access_token=config.credentials.access_token) - logger.info(f"Select account {api.account}") + api = API(access_token=config.credentials.access_token) except (requests.exceptions.RequestException, ValidationError) as e: return False, e @@ -89,19 +88,21 @@ def streams(self, config: Mapping[str, Any]) -> List[Type[Stream]]: config.start_date = validate_start_date(config.start_date) config.end_date = validate_end_date(config.start_date, config.end_date) - api = API(account_id=config.account_id, access_token=config.credentials.access_token) + api = API(access_token=config.credentials.access_token) insights_args = dict( - api=api, start_date=config.start_date, end_date=config.end_date, insights_lookback_window=config.insights_lookback_window + api=api, start_date=config.start_date, end_date=config.end_date, insights_lookback_window=config.insights_lookback_window, account_ids=config.account_ids, ) streams = [ AdAccount( api=api, + account_ids=config.account_ids, source_defined_primary_key=["account_id"], ), AdSets( api=api, start_date=config.start_date, + account_ids=config.account_ids, end_date=config.end_date, include_deleted=config.include_deleted, page_size=config.page_size, @@ -111,6 +112,7 @@ def streams(self, config: Mapping[str, Any]) -> List[Type[Stream]]: Ads( api=api, start_date=config.start_date, + account_ids=config.account_ids, end_date=config.end_date, include_deleted=config.include_deleted, page_size=config.page_size, @@ -120,19 +122,21 @@ def streams(self, config: Mapping[str, Any]) -> List[Type[Stream]]: AdCreatives( api=api, fetch_thumbnail_images=config.fetch_thumbnail_images, + account_ids=config.account_ids, page_size=config.page_size, max_batch_size=config.max_batch_size, source_defined_primary_key=["id"], ), - AdsInsights(page_size=config.page_size, max_batch_size=config.max_batch_size, source_defined_primary_key=["date_start", "account_id", "ad_id"], **insights_args), - AdsInsightsAgeAndGender(page_size=config.page_size, max_batch_size=config.max_batch_size,source_defined_primary_key=["id"], **insights_args), - AdsInsightsCountry(page_size=config.page_size, max_batch_size=config.max_batch_size, source_defined_primary_key=["date_start", "account_id", "ad_id"], **insights_args), - AdsInsightsRegion(page_size=config.page_size, max_batch_size=config.max_batch_size, source_defined_primary_key=["date_start", "account_id", "ad_id"], **insights_args), - AdsInsightsDma(page_size=config.page_size, max_batch_size=config.max_batch_size, source_defined_primary_key=["date_start", "account_id", "ad_id"], **insights_args), - AdsInsightsPlatformAndDevice(page_size=config.page_size, max_batch_size=config.max_batch_size, source_defined_primary_key=["date_start", "account_id", "ad_id"], **insights_args), - AdsInsightsActionType(page_size=config.page_size, max_batch_size=config.max_batch_size, source_defined_primary_key=["id"], **insights_args), + AdsInsights(page_size=config.page_size, account_ids=config.account_ids, max_batch_size=config.max_batch_size, source_defined_primary_key=["date_start", "account_id", "ad_id"], **insights_args), + AdsInsightsAgeAndGender(page_size=config.page_size, account_ids=config.account_ids, max_batch_size=config.max_batch_size,source_defined_primary_key=["id"], **insights_args), + AdsInsightsCountry(page_size=config.page_size, account_ids=config.account_ids, max_batch_size=config.max_batch_size, source_defined_primary_key=["date_start", "account_id", "ad_id"], **insights_args), + AdsInsightsRegion(page_size=config.page_size, account_ids=config.account_ids, max_batch_size=config.max_batch_size, source_defined_primary_key=["date_start", "account_id", "ad_id"], **insights_args), + AdsInsightsDma(page_size=config.page_size, account_ids=config.account_ids, max_batch_size=config.max_batch_size, source_defined_primary_key=["date_start", "account_id", "ad_id"], **insights_args), + AdsInsightsPlatformAndDevice(page_size=config.page_size, account_ids=config.account_ids, max_batch_size=config.max_batch_size, source_defined_primary_key=["date_start", "account_id", "ad_id"], **insights_args), + AdsInsightsActionType(page_size=config.page_size, account_ids=config.account_ids, max_batch_size=config.max_batch_size, source_defined_primary_key=["id"], **insights_args), Campaigns( api=api, + account_ids=config.account_ids, start_date=config.start_date, end_date=config.end_date, include_deleted=config.include_deleted, @@ -142,6 +146,7 @@ def streams(self, config: Mapping[str, Any]) -> List[Type[Stream]]: ), CustomConversions( api=api, + account_ids=config.account_ids, include_deleted=config.include_deleted, page_size=config.page_size, max_batch_size=config.max_batch_size, @@ -149,6 +154,7 @@ def streams(self, config: Mapping[str, Any]) -> List[Type[Stream]]: ), Images( api=api, + account_ids=config.account_ids, start_date=config.start_date, end_date=config.end_date, include_deleted=config.include_deleted, @@ -158,6 +164,7 @@ def streams(self, config: Mapping[str, Any]) -> List[Type[Stream]]: ), Videos( api=api, + account_ids=config.account_ids, start_date=config.start_date, end_date=config.end_date, include_deleted=config.include_deleted, @@ -167,6 +174,7 @@ def streams(self, config: Mapping[str, Any]) -> List[Type[Stream]]: ), Activities( api=api, + account_ids=config.account_ids, start_date=config.start_date, end_date=config.end_date, include_deleted=config.include_deleted, @@ -206,6 +214,7 @@ def get_custom_insights_streams(self, api: API, config: ConnectorConfig) -> List raise ValueError(mes) stream = AdsInsights( api=api, + account_ids=config.account_ids, name=f"Custom{insight.name}", fields=list(insight_fields), breakdowns=list(set(insight.breakdowns)), diff --git a/source-facebook-marketing/source_facebook_marketing/spec.py b/source-facebook-marketing/source_facebook_marketing/spec.py index 74c028a513..0ee91ab835 100644 --- a/source-facebook-marketing/source_facebook_marketing/spec.py +++ b/source-facebook-marketing/source_facebook_marketing/spec.py @@ -5,11 +5,11 @@ import logging from datetime import datetime, timezone from enum import Enum -from typing import Any, Dict, List, Optional, Type, Annotated, Union +from typing import Any, Dict, List, Optional, Type, Annotated, Union, Set from airbyte_cdk.sources.config import BaseConfig from facebook_business.adobjects.adsinsights import AdsInsights -from pydantic import BaseModel, Field, PositiveInt, ConfigDict +from pydantic import BaseModel, Field, PositiveInt, ConfigDict, constr logger = logging.getLogger("airbyte") @@ -131,8 +131,8 @@ class Config: def schema_extra(schema: Dict[str, Any], model: Type["ConnectorConfig"]) -> None: schema["properties"]["end_date"].pop("format") - account_id: str = Field( - title="Account ID", + account_ids: Set[constr(regex="^[0-9]+$")] = Field( + title="Account IDs", order=0, description=( "The Facebook Ad account ID to use when pulling data from the Facebook Marketing API." diff --git a/source-facebook-marketing/source_facebook_marketing/streams/async_job_manager.py b/source-facebook-marketing/source_facebook_marketing/streams/async_job_manager.py index b0e460c196..e47f9c8b44 100644 --- a/source-facebook-marketing/source_facebook_marketing/streams/async_job_manager.py +++ b/source-facebook-marketing/source_facebook_marketing/streams/async_job_manager.py @@ -32,13 +32,14 @@ class InsightAsyncJobManager: # limit is not reliable indicator of async workload capability we still have to use this parameter. MAX_JOBS_IN_QUEUE = 100 - def __init__(self, api: "API", jobs: Iterator[AsyncJob]): + def __init__(self, api: "API", jobs: Iterator[AsyncJob], account_id: str): """Init :param api: :param jobs: """ self._api = api + self._account_id = account_id self._jobs = iter(jobs) self._running_jobs = [] @@ -147,4 +148,4 @@ def _update_api_throttle_limit(self): respond with empty list of data so api use "x-fb-ads-insights-throttle" header to update current insights throttle limit. """ - self._api.account.get_insights() + self._api.account(account_id=self._account_id).get_insights() diff --git a/source-facebook-marketing/source_facebook_marketing/streams/base_insight_streams.py b/source-facebook-marketing/source_facebook_marketing/streams/base_insight_streams.py index dfc111ccbd..cb347a11a6 100644 --- a/source-facebook-marketing/source_facebook_marketing/streams/base_insight_streams.py +++ b/source-facebook-marketing/source_facebook_marketing/streams/base_insight_streams.py @@ -11,7 +11,6 @@ from airbyte_cdk.sources.streams.core import package_name_from_class from airbyte_cdk.sources.utils.schema_helpers import ResourceSchemaLoader from airbyte_cdk.utils import AirbyteTracedException -from cached_property import cached_property from facebook_business.exceptions import FacebookBadObjectError from source_facebook_marketing.streams.async_job import AsyncJob, InsightAsyncJob from source_facebook_marketing.streams.async_job_manager import InsightAsyncJobManager @@ -68,7 +67,7 @@ def __init__( super().__init__(**kwargs) self._start_date = self._start_date.date() self._end_date = self._end_date.date() - self._fields = fields + self._custom_fields = fields if action_breakdowns_allow_empty: if action_breakdowns is not None: self.action_breakdowns = action_breakdowns @@ -83,9 +82,9 @@ def __init__( self.level = level # state - self._cursor_value: Optional[pendulum.Date] = None # latest period that was read - self._next_cursor_value = self._get_start_date() - self._completed_slices = set() + self._cursor_values: Optional[Mapping[str, pendulum.Date]] = None + self._next_cursor_values = self._get_start_date() + self._completed_slices = {account_id: set() for account_id in self._account_ids} @property def name(self) -> str: @@ -120,6 +119,7 @@ def read_records( ) -> Iterable[Mapping[str, Any]]: """Waits for current job to finish (slice) and yield its result""" job = stream_slice["insight_job"] + account_id = stream_slice["account_id"] try: for obj in job.get_result(): yield obj.export_all_data() @@ -130,25 +130,30 @@ def read_records( failure_type=FailureType.system_error, ) from e - self._completed_slices.add(job.interval.start) - if job.interval.start == self._next_cursor_value: - self._advance_cursor() + self._completed_slices[account_id].add(job.interval.start) + if job.interval.start == self._next_cursor_values[account_id]: + self._advance_cursor(account_id) @property def state(self) -> MutableMapping[str, Any]: """State getter, the result can be stored by the source""" - if self._cursor_value: - return { - self.cursor_field: self._cursor_value.isoformat(), - "slices": [d.isoformat() for d in self._completed_slices], - "time_increment": self.time_increment, - } + new_state = {account_id: {} for account_id in self._account_ids} + + if self._cursor_values: + for account_id in self._account_ids: + if account_id in self._cursor_values and self._cursor_values[account_id]: + new_state[account_id] = {self.cursor_field: self._cursor_values[account_id].isoformat()} + + new_state[account_id]["slices"] = {d.isoformat() for d in self._completed_slices[account_id]} + new_state["time_increment"] = self.time_increment + return new_state if self._completed_slices: - return { - "slices": [d.isoformat() for d in self._completed_slices], - "time_increment": self.time_increment, - } + for account_id in self._account_ids: + new_state[account_id]["slices"] = {d.isoformat() for d in self._completed_slices[account_id]} + + new_state["time_increment"] = self.time_increment + return new_state return {} @@ -158,13 +163,23 @@ def state(self, value: Mapping[str, Any]): # if the time increment configured for this stream is different from the one in the previous state # then the previous state object is invalid and we should start replicating data from scratch # to achieve this, we skip setting the state - if value.get("time_increment", 1) != self.time_increment: + transformed_state = self._transform_state_from_old_format(value, ["time_increment"]) + if transformed_state.get("time_increment", 1) != self.time_increment: logger.info(f"Ignoring bookmark for {self.name} because of different `time_increment` option.") return - self._cursor_value = pendulum.parse(value[self.cursor_field]).date() if value.get(self.cursor_field) else None - self._completed_slices = set(pendulum.parse(v).date() for v in value.get("slices", [])) - self._next_cursor_value = self._get_start_date() + self._cursor_values = { + account_id: pendulum.parse(transformed_state[account_id][self.cursor_field]).date() + if transformed_state.get(account_id, {}).get(self.cursor_field) + else None + for account_id in self._account_ids + } + self._completed_slices = { + account_id: set(pendulum.parse(v).date() for v in transformed_state.get(account_id, {}).get("slices", [])) + for account_id in self._account_ids + } + + self._next_cursor_values = self._get_start_date() def get_updated_state(self, current_stream_state: MutableMapping[str, Any], latest_record: Mapping[str, Any]): """Update stream state from latest record @@ -174,38 +189,46 @@ def get_updated_state(self, current_stream_state: MutableMapping[str, Any], late """ return self.state - def _date_intervals(self) -> Iterator[pendulum.Date]: + def _date_intervals(self, account_id: str) -> Iterator[pendulum.Date]: """Get date period to sync""" - if self._end_date < self._next_cursor_value: + if self._end_date < self._next_cursor_values[account_id]: return - date_range = self._end_date - self._next_cursor_value + date_range = self._end_date - self._next_cursor_values[account_id] yield from date_range.range("days", self.time_increment) - def _advance_cursor(self): + def _advance_cursor(self, account_id: str): """Iterate over state, find continuing sequence of slices. Get last value, advance cursor there and remove slices from state""" - for ts_start in self._date_intervals(): - if ts_start not in self._completed_slices: - self._next_cursor_value = ts_start + for ts_start in self._date_intervals(account_id): + if ts_start not in self._completed_slices[account_id]: + self._next_cursor_values[account_id] = ts_start break - self._completed_slices.remove(ts_start) - self._cursor_value = ts_start + self._completed_slices[account_id].remove(ts_start) + if self._cursor_values: + self._cursor_values[account_id] = ts_start + else: + self._cursor_values = {account_id: ts_start} - def _generate_async_jobs(self, params: Mapping) -> Iterator[AsyncJob]: + def _generate_async_jobs(self, params: Mapping, account_id: str) -> Iterator[AsyncJob]: """Generator of async jobs - :param params: :return: """ - self._next_cursor_value = self._get_start_date() - for ts_start in self._date_intervals(): - if ts_start in self._completed_slices: + self._next_cursor_values = self._get_start_date() + for ts_start in self._date_intervals(account_id): + if ts_start in self._completed_slices.get(account_id, []): continue ts_end = ts_start + pendulum.duration(days=self.time_increment - 1) - interval = pendulum.Interval(ts_start, ts_end) - yield InsightAsyncJob(api=self._api.api, edge_object=self._api.account, interval=interval, params=params) - - def check_breakdowns(self): + interval = pendulum.Period(ts_start, ts_end) + yield InsightAsyncJob( + api=self._api.api, + edge_object=self._api.get_account(account_id=account_id), + interval=interval, + params=params, + job_timeout=self.insights_job_timeout, + ) + + def check_breakdowns(self, account_id): """ Making call to check "action_breakdowns" and "breakdowns" combinations https://developers.facebook.com/docs/marketing-api/insights/breakdowns#combiningbreakdowns @@ -215,7 +238,7 @@ def check_breakdowns(self): "breakdowns": self.breakdowns, "fields": ["account_id"], } - self._api.account.get_insights(params=params, is_async=False) + self._api.get_account(account_id=account_id).get_insights(params=params, is_async=False) def stream_slices( self, sync_mode: SyncMode, cursor_field: List[str] = None, stream_state: Mapping[str, Any] = None @@ -254,29 +277,36 @@ def _get_start_date(self) -> pendulum.Date: today = pendulum.today().date() oldest_date = today - self.INSIGHTS_RETENTION_PERIOD refresh_date = today - self.insights_lookback_period - if self._cursor_value: - start_date = self._cursor_value + pendulum.duration(days=self.time_increment) - if start_date > refresh_date: - logger.info( - f"The cursor value within refresh period ({self.insights_lookback_period}), start sync from {refresh_date} instead." + start_dates_for_account = {} + for account_id in self._account_ids: + cursor_value = self._cursor_values.get(account_id) if self._cursor_values else None + if cursor_value: + start_date = cursor_value + pendulum.duration(days=self.time_increment) + if start_date > refresh_date: + logger.info( + f"The cursor value within refresh period ({self.insights_lookback_period}), start sync from {refresh_date} instead." + ) + start_date = min(start_date, refresh_date) + + if start_date < self._start_date: + logger.warning(f"Ignore provided state and start sync from start_date ({self._start_date}).") + start_date = max(start_date, self._start_date) + else: + start_date = self._start_date + if start_date < oldest_date: + logger.warning( + f"Loading insights older then {self.INSIGHTS_RETENTION_PERIOD} is not possible. Start sync from {oldest_date}." ) - start_date = min(start_date, refresh_date) + start_dates_for_account[account_id] = max(oldest_date, start_date) - if start_date < self._start_date: - logger.warning(f"Ignore provided state and start sync from start_date ({self._start_date}).") - start_date = max(start_date, self._start_date) - else: - start_date = self._start_date - if start_date < oldest_date: - logger.warning(f"Loading insights older then {self.INSIGHTS_RETENTION_PERIOD} is not possible. Start sync from {oldest_date}.") - return max(oldest_date, start_date) + return start_dates_for_account def request_params(self, **kwargs) -> MutableMapping[str, Any]: return { "level": self.level, "action_breakdowns": self.action_breakdowns, "breakdowns": self.breakdowns, - "fields": self.fields, + "fields": self.fields(), "time_increment": self.time_increment, "action_attribution_windows": self.action_attribution_windows, } @@ -291,7 +321,8 @@ def get_json_schema(self) -> Mapping[str, Any]: """ loader = ResourceSchemaLoader(package_name_from_class(self.__class__)) schema = loader.get_schema("ads_insights") - if self._fields: + if self._custom_fields: + custom_fields = set(self._custom_fields + [self.cursor_field, "date_stop", "account_id", "ad_id"]) schema["properties"] = {k: v for k, v in schema["properties"].items() if k in self._fields + [self.cursor_field]} if self.breakdowns: breakdowns_properties = loader.get_schema("ads_insights_breakdowns")["properties"] @@ -308,10 +339,14 @@ def get_json_schema(self) -> Mapping[str, Any]: return schema - @cached_property - def fields(self) -> List[str]: + def fields(self, **kwargs) -> List[str]: """List of fields that we want to query, for now just all properties from stream's schema""" + if self._custom_fields: + return self._custom_fields + if self._fields: return self._fields + schema = ResourceSchemaLoader(package_name_from_class(self.__class__)).get_schema("ads_insights") - return list(schema.get("properties", {}).keys()) + self._fields = list(schema.get("properties", {}).keys()) + return self._fields diff --git a/source-facebook-marketing/source_facebook_marketing/streams/base_streams.py b/source-facebook-marketing/source_facebook_marketing/streams/base_streams.py index beec3b5ab3..64c9daf43f 100644 --- a/source-facebook-marketing/source_facebook_marketing/streams/base_streams.py +++ b/source-facebook-marketing/source_facebook_marketing/streams/base_streams.py @@ -14,7 +14,6 @@ from airbyte_cdk.sources.streams import Stream from airbyte_cdk.sources.streams.availability_strategy import AvailabilityStrategy from airbyte_cdk.sources.utils.transform import TransformConfig, TypeTransformer -from cached_property import cached_property from facebook_business.adobjects.abstractobject import AbstractObject from facebook_business.api import FacebookAdsApiBatch, FacebookRequest, FacebookResponse @@ -45,18 +44,23 @@ class FBMarketingStream(Stream, ABC): def availability_strategy(self) -> Optional["AvailabilityStrategy"]: return None - def __init__(self, api: "API", include_deleted: bool = False, page_size: int = 100, max_batch_size: int = 50, source_defined_primary_key: list | None = None, **kwargs): + def __init__(self, api: "API", account_ids: List[str], include_deleted: bool = False, page_size: int = 100, max_batch_size: int = 50, source_defined_primary_key: list | None = None,**kwargs): super().__init__(**kwargs) self._api = api self.page_size = page_size if page_size is not None else 100 + self._account_ids = account_ids self._include_deleted = include_deleted if self.enable_deleted else False self.max_batch_size = max_batch_size if max_batch_size is not None else 50 self.source_defined_primary_key = source_defined_primary_key if source_defined_primary_key is not None else ["id"] - @cached_property - def fields(self) -> List[str]: + self._fields = None + + def fields(self, **kwargs) -> List[str]: """List of fields that we want to query, for now just all properties from stream's schema""" - return list(self.get_json_schema().get("properties", {}).keys()) + if self._fields: + return self._fields + self._saved_fields = list(self.get_json_schema().get("properties", {}).keys()) + return self._saved_fields def _execute_batch(self, batch: FacebookAdsApiBatch) -> None: """Execute batch, retry in case of failures""" @@ -98,6 +102,67 @@ def failure(response: FacebookResponse, request: Optional[FacebookRequest] = Non yield from records + + @staticmethod + def add_account_id(record, account_id: str): + if "account_id" not in record: + record["account_id"] = account_id + + def get_account_state(self, account_id: str, stream_state: Mapping[str, Any] = None) -> MutableMapping[str, Any]: + """ + Retrieve the state for a specific account. + If multiple account IDs are present, the state for the specific account ID + is returned if it exists in the stream state. If only one account ID is + present, the entire stream state is returned. + :param account_id: The account ID for which to retrieve the state. + :param stream_state: The current stream state, optional. + :return: The state information for the specified account as a MutableMapping. + """ + if stream_state and account_id and account_id in stream_state: + account_state = stream_state.get(account_id) + + # copy `include_deleted` from general stream state + if "include_deleted" in stream_state: + account_state["include_deleted"] = stream_state["include_deleted"] + return account_state + elif len(self._account_ids) == 1: + return stream_state + else: + return {} + + def _transform_state_from_old_format(self, state: Mapping[str, Any], move_fields: List[str] = None) -> Mapping[str, Any]: + """ + Transforms the state from an old format to a new format based on account IDs. + This method transforms the old state to be a dictionary where the keys are account IDs. + If the state is in the old format (not keyed by account IDs), it will transform the state + by nesting it under the account ID. + :param state: The original state dictionary to transform. + :param move_fields: A list of field names whose values should be moved to the top level of the new state dictionary. + :return: The transformed state dictionary. + """ + + # If the state already contains any of the account IDs, return the state as is. + for account_id in self._account_ids: + if account_id in state: + return state + + # Handle the case where there is only one account ID. + # Transform the state by nesting it under the account ID. + if state and len(self._account_ids) == 1: + account_id = self._account_ids[0] + new_state = {account_id: state} + + # Move specified fields to the top level of the new state. + if move_fields: + for move_field in move_fields: + if move_field in state: + new_state[move_field] = state.pop(move_field) + + return new_state + + # If the state is empty or there are multiple account IDs, return an empty dictionary. + return {} + def read_records( self, sync_mode: SyncMode, @@ -106,6 +171,7 @@ def read_records( stream_state: Mapping[str, Any] = None, ) -> Iterable[Mapping[str, Any]]: """Main read method used by CDK""" + records_iter = self.list_objects(params=self.request_params(stream_state=stream_state)) loaded_records_iter = (record.api_get(fields=self.fields, pending=self.use_batch) for record in records_iter) if self.use_batch: diff --git a/source-facebook-marketing/source_facebook_marketing/streams/streams.py b/source-facebook-marketing/source_facebook_marketing/streams/streams.py index c5e26a78a0..a7b6ce4282 100644 --- a/source-facebook-marketing/source_facebook_marketing/streams/streams.py +++ b/source-facebook-marketing/source_facebook_marketing/streams/streams.py @@ -9,11 +9,10 @@ import pendulum import requests from airbyte_cdk.models import SyncMode -from cached_property import cached_property -from facebook_business.adobjects.abstractobject import AbstractObject from facebook_business.adobjects.adaccount import AdAccount as FBAdAccount from facebook_business.adobjects.adimage import AdImage from facebook_business.adobjects.user import User +from facebook_business.exceptions import FacebookRequestError from .base_insight_streams import AdsInsights from .base_streams import FBMarketingIncrementalStream, FBMarketingReversedIncrementalStream, FBMarketingStream @@ -31,8 +30,8 @@ def fetch_thumbnail_data_url(url: str) -> Optional[str]: return f"data:{_type};base64,{data.decode('ascii')}" else: logger.warning(f"Got {repr(response)} while requesting thumbnail image.") - except requests.exceptions.RequestException as exc: - logger.warning(f"Got {str(exc)} while requesting thumbnail image.") + except Exception as exc: + logger.warning(f"Got {str(exc)} while requesting thumbnail image: {url}.") return None @@ -48,10 +47,13 @@ def __init__(self, fetch_thumbnail_images: bool = False, **kwargs): super().__init__(**kwargs) self._fetch_thumbnail_images = fetch_thumbnail_images - @cached_property - def fields(self) -> List[str]: + def fields(self, **kwargs) -> List[str]: """Remove "thumbnail_data_url" field because it is computed field and it's not a field that we can request from Facebook""" - return [f for f in super().fields if f != "thumbnail_data_url"] + if self._fields: + return self._fields + + self._fields = [f for f in super().fields(**kwargs) if f != "thumbnail_data_url"] + return self._fields def read_records( self, @@ -68,8 +70,8 @@ def read_records( record["thumbnail_data_url"] = fetch_thumbnail_data_url(thumbnail_url) yield record - def list_objects(self, params: Mapping[str, Any]) -> Iterable: - return self._api.account.get_ad_creatives(params=params) + def list_objects(self, params: Mapping[str, Any], account_id: str) -> Iterable: + return self._api.get_account(account_id=account_id).get_ad_creatives(params=params, fields=self.fields()) class CustomConversions(FBMarketingStream): @@ -78,8 +80,21 @@ class CustomConversions(FBMarketingStream): entity_prefix = "customconversion" enable_deleted = False - def list_objects(self, params: Mapping[str, Any]) -> Iterable: - return self._api.account.get_custom_conversions(params=params) + def list_objects(self, params: Mapping[str, Any], account_id: str) -> Iterable: + return self._api.get_account(account_id=account_id).get_custom_conversions(params=params, fields=self.fields()) + + +class CustomAudiences(FBMarketingStream): + """doc: https://developers.facebook.com/docs/marketing-api/reference/custom-audience""" + + entity_prefix = "customaudience" + enable_deleted = False + # The `rule` field is excluded from the list because it caused the error message "Please reduce the amount of data" for certain connections. + # https://github.com/airbytehq/oncall/issues/2765 + fields_exceptions = ["rule"] + + def list_objects(self, params: Mapping[str, Any], account_id: str) -> Iterable: + return self._api.get_account(account_id=account_id).get_custom_audiences(params=params, fields=self.fields()) class Ads(FBMarketingIncrementalStream): @@ -87,8 +102,8 @@ class Ads(FBMarketingIncrementalStream): entity_prefix = "ad" - def list_objects(self, params: Mapping[str, Any]) -> Iterable: - return self._api.account.get_ads(params=params) + def list_objects(self, params: Mapping[str, Any], account_id: str) -> Iterable: + return self._api.get_account(account_id=account_id).get_ads(params=params, fields=self.fields()) class AdSets(FBMarketingIncrementalStream): @@ -96,8 +111,8 @@ class AdSets(FBMarketingIncrementalStream): entity_prefix = "adset" - def list_objects(self, params: Mapping[str, Any]) -> Iterable: - return self._api.account.get_ad_sets(params=params) + def list_objects(self, params: Mapping[str, Any], account_id: str) -> Iterable: + return self._api.get_account(account_id=account_id).get_ad_sets(params=params, fields=self.fields()) class Campaigns(FBMarketingIncrementalStream): @@ -105,8 +120,8 @@ class Campaigns(FBMarketingIncrementalStream): entity_prefix = "campaign" - def list_objects(self, params: Mapping[str, Any]) -> Iterable: - return self._api.account.get_campaigns(params=params) + def list_objects(self, params: Mapping[str, Any], account_id: str) -> Iterable: + return self._api.get_account(account_id=account_id).get_campaigns(params=params, fields=self.fields()) class Activities(FBMarketingIncrementalStream): @@ -114,36 +129,38 @@ class Activities(FBMarketingIncrementalStream): entity_prefix = "activity" cursor_field = "event_time" - primary_key = ["object_id", "actor_id", "application_id", "event_time", "event_type"] - - def list_objects(self, fields: List[str], params: Mapping[str, Any]) -> Iterable: - return self._api.account.get_activities(fields=fields, params=params) + primary_key = None - 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]]: - """Main read method used by CDK""" - loaded_records_iter = self.list_objects(fields=self.fields, params=self.request_params(stream_state=stream_state)) + def fields(self, **kwargs) -> List[str]: + """Remove account_id from fields as cannot be requested, but it is part of schema as foreign key, will be added during processing""" + if self._fields: + return self._fields - for record in loaded_records_iter: - if isinstance(record, AbstractObject): - yield record.export_all_data() # convert FB object to dict - else: - yield record # execute_in_batch will emmit dicts + self._fields = [f for f in super().fields(**kwargs) if f != "account_id"] + return self._fields + + def list_objects(self, params: Mapping[str, Any], account_id: str) -> Iterable: + return self._api.get_account(account_id=account_id).get_activities(fields=self.fields(), params=params) def _state_filter(self, stream_state: Mapping[str, Any]) -> Mapping[str, Any]: """Additional filters associated with state if any set""" state_value = stream_state.get(self.cursor_field) - since = self._start_date if not state_value else pendulum.parse(state_value) + if stream_state: + since = pendulum.parse(state_value) + elif self._start_date: + since = self._start_date + else: + # if start_date is not specified then do not use date filters + return {} potentially_new_records_in_the_past = self._include_deleted and not stream_state.get("include_deleted", False) if potentially_new_records_in_the_past: self.logger.info(f"Ignoring bookmark for {self.name} because of enabled `include_deleted` option") - since = self._start_date + if self._start_date: + since = self._start_date + else: + # if start_date is not specified then do not use date filters + return {} return {"since": since.int_timestamp} @@ -153,9 +170,17 @@ class Videos(FBMarketingReversedIncrementalStream): entity_prefix = "video" - def list_objects(self, params: Mapping[str, Any]) -> Iterable: + def fields(self, **kwargs) -> List[str]: + """Remove account_id from fields as cannot be requested, but it is part of schema as foreign key, will be added during processing""" + if self._fields: + return self._fields + + self._fields = [f for f in super().fields() if f != "account_id"] + return self._fields + + def list_objects(self, params: Mapping[str, Any], account_id: str) -> Iterable: # Remove filtering as it is not working for this stream since 2023-01-13 - return self._api.account.get_ad_videos(params=params, fields=self.fields) + return self._api.get_account(account_id=account_id).get_ad_videos(params=params, fields=self.fields()) class AdAccount(FBMarketingStream): @@ -164,39 +189,66 @@ class AdAccount(FBMarketingStream): use_batch = False enable_deleted = False - def get_task_permissions(self) -> Set[str]: + def __init__(self, **kwargs): + super().__init__(**kwargs) + self._fields_dict = {} + + def get_task_permissions(self, account_id: str) -> Set[str]: """https://developers.facebook.com/docs/marketing-api/reference/ad-account/assigned_users/""" res = set() me = User(fbid="me", api=self._api.api) for business_user in me.get_business_users(): - assigned_users = self._api.account.get_assigned_users(params={"business": business_user["business"].get_id()}) + assigned_users = self._api.get_account(account_id=account_id).get_assigned_users( + params={"business": business_user["business"].get_id()} + ) for assigned_user in assigned_users: if business_user.get_id() == assigned_user.get_id(): res.update(set(assigned_user["tasks"])) return res - @cached_property - def fields(self) -> List[str]: - properties = super().fields + def fields(self, account_id: str, **kwargs) -> List[str]: + if self._fields_dict.get(account_id): + return self._fields_dict.get(account_id) + + properties = super().fields(**kwargs) # https://developers.facebook.com/docs/marketing-apis/guides/javascript-ads-dialog-for-payments/ # To access "funding_source_details", the user making the API call must have a MANAGE task permission for # that specific ad account. - if "funding_source_details" in properties and "MANAGE" not in self.get_task_permissions(): + permissions = self.get_task_permissions(account_id=account_id) + if "funding_source_details" in properties and "MANAGE" not in permissions: properties.remove("funding_source_details") - if "is_prepay_account" in properties and "MANAGE" not in self.get_task_permissions(): + if "is_prepay_account" in properties and "MANAGE" not in permissions: properties.remove("is_prepay_account") + + self._fields_dict[account_id] = properties return properties - def list_objects(self, params: Mapping[str, Any]) -> Iterable: + def list_objects(self, params: Mapping[str, Any], account_id: str) -> Iterable: """noop in case of AdAccount""" - return [FBAdAccount(self._api.account.get_id())] + fields = self.fields(account_id=account_id) + try: + print(f"{self._api.get_account(account_id=account_id).get_id()=} {account_id=}") + return [FBAdAccount(self._api.get_account(account_id=account_id).get_id()).api_get(fields=fields)] + except FacebookRequestError as e: + # This is a workaround for cases when account seem to have all the required permissions + # but despite of that is not allowed to get `owner` field. See (https://github.com/airbytehq/oncall/issues/3167) + if e.api_error_code() == 200 and e.api_error_message() == "(#200) Requires business_management permission to manage the object": + fields.remove("owner") + return [FBAdAccount(self._api.get_account(account_id=account_id).get_id()).api_get(fields=fields)] + # FB api returns a non-obvious error when accessing the `funding_source_details` field + # even though user is granted all the required permissions (`MANAGE`) + # https://github.com/airbytehq/oncall/issues/3031 + if e.api_error_code() == 100 and e.api_error_message() == "Unsupported request - method type: get": + fields.remove("funding_source_details") + return [FBAdAccount(self._api.get_account(account_id=account_id).get_id()).api_get(fields=fields)] + raise e class Images(FBMarketingReversedIncrementalStream): """See: https://developers.facebook.com/docs/marketing-api/reference/ad-image""" - def list_objects(self, params: Mapping[str, Any]) -> Iterable: - return self._api.account.get_ad_images(params=params, fields=self.fields) + def list_objects(self, params: Mapping[str, Any], account_id: str) -> Iterable: + return self._api.get_account(account_id=account_id).get_ad_images(params=params, fields=self.fields(account_id=account_id)) def get_record_deleted_status(self, record) -> bool: return record[AdImage.Field.status] == AdImage.Status.deleted diff --git a/source-facebook-marketing/tests/conftest.py b/source-facebook-marketing/tests/conftest.py index 01a4b40210..3d9f3087c7 100644 --- a/source-facebook-marketing/tests/conftest.py +++ b/source-facebook-marketing/tests/conftest.py @@ -23,7 +23,7 @@ def account_id_fixture(): @fixture(scope="session", name="some_config") def some_config_fixture(account_id): - return {"start_date": "2021-01-23T00:00:00Z", "account_id": f"{account_id}", "access_token": "unknown_token"} + return {"start_date": "2021-01-23T00:00:00Z", "account_ids": [f"{account_id}"], "access_token": "unknown_token"} @fixture(autouse=True) @@ -49,8 +49,10 @@ def fb_account_response_fixture(account_id): @fixture(name="api") def api_fixture(some_config, requests_mock, fb_account_response): - api = API(account_id=some_config["account_id"], access_token=some_config["access_token"]) + api = API(access_token=some_config["access_token"]) requests_mock.register_uri("GET", FacebookSession.GRAPH + f"/{FB_API_VERSION}/me/adaccounts", [fb_account_response]) - requests_mock.register_uri("GET", FacebookSession.GRAPH + f"/{FB_API_VERSION}/act_{some_config['account_id']}/", [fb_account_response]) + requests_mock.register_uri( + "GET", FacebookSession.GRAPH + f"/{FB_API_VERSION}/act_{some_config['account_ids'][0]}/", [fb_account_response] + ) return api diff --git a/source-facebook-marketing/tests/test_api.py b/source-facebook-marketing/tests/test_api.py index 3bc8a37c2d..29b2ccbfaa 100644 --- a/source-facebook-marketing/tests/test_api.py +++ b/source-facebook-marketing/tests/test_api.py @@ -136,6 +136,6 @@ def test__handle_call_rate_limit(self, mocker, fb_api, params, min_rate, usage, def test_find_account(self, api, account_id, requests_mock): requests_mock.register_uri("GET", FacebookSession.GRAPH + f"/{FB_API_VERSION}/act_{account_id}/", [{"json": {"id": "act_test"}}]) - account = api._find_account(account_id) + account = api.get_account(account_id) assert isinstance(account, AdAccount) assert account.get_id() == "act_test" diff --git a/source-facebook-marketing/tests/test_async_job_manager.py b/source-facebook-marketing/tests/test_async_job_manager.py index a9234fc314..9134766e9f 100644 --- a/source-facebook-marketing/tests/test_async_job_manager.py +++ b/source-facebook-marketing/tests/test_async_job_manager.py @@ -29,24 +29,24 @@ def update_job_mock_fixture(mocker): class TestInsightAsyncManager: - def test_jobs_empty(self, api): + def test_jobs_empty(self, api, some_config): """Should work event without jobs""" - manager = InsightAsyncJobManager(api=api, jobs=[]) + manager = InsightAsyncJobManager(api=api, jobs=[], account_id=some_config["account_ids"][0]) jobs = list(manager.completed_jobs()) assert not jobs - def test_jobs_completed_immediately(self, api, mocker, time_mock): + def test_jobs_completed_immediately(self, api, mocker, time_mock, some_config): """Manager should emmit jobs without waiting if they completed""" jobs = [ mocker.Mock(spec=InsightAsyncJob, attempt_number=1, failed=False), mocker.Mock(spec=InsightAsyncJob, attempt_number=1, failed=False), ] - manager = InsightAsyncJobManager(api=api, jobs=jobs) + manager = InsightAsyncJobManager(api=api, jobs=jobs, account_id=some_config["account_ids"][0]) completed_jobs = list(manager.completed_jobs()) assert jobs == completed_jobs time_mock.sleep.assert_not_called() - def test_jobs_wait(self, api, mocker, time_mock, update_job_mock): + def test_jobs_wait(self, api, mocker, time_mock, update_job_mock, some_config): """Manager should return completed jobs and wait for others""" def update_job_behaviour(): @@ -61,7 +61,7 @@ def update_job_behaviour(): mocker.Mock(spec=InsightAsyncJob, attempt_number=1, failed=False, completed=False), mocker.Mock(spec=InsightAsyncJob, attempt_number=1, failed=False, completed=False), ] - manager = InsightAsyncJobManager(api=api, jobs=jobs) + manager = InsightAsyncJobManager(api=api, jobs=jobs, account_id=some_config["account_ids"][0]) job = next(manager.completed_jobs(), None) assert job == jobs[1] @@ -74,7 +74,7 @@ def update_job_behaviour(): job = next(manager.completed_jobs(), None) assert job is None - def test_job_restarted(self, api, mocker, time_mock, update_job_mock): + def test_job_restarted(self, api, mocker, time_mock, update_job_mock, some_config): """Manager should restart failed jobs""" def update_job_behaviour(): @@ -89,7 +89,7 @@ def update_job_behaviour(): mocker.Mock(spec=InsightAsyncJob, attempt_number=1, failed=False, completed=True), mocker.Mock(spec=InsightAsyncJob, attempt_number=1, failed=False, completed=False), ] - manager = InsightAsyncJobManager(api=api, jobs=jobs) + manager = InsightAsyncJobManager(api=api, jobs=jobs, account_id=some_config["account_ids"][0]) job = next(manager.completed_jobs(), None) assert job == jobs[0] @@ -101,7 +101,7 @@ def update_job_behaviour(): job = next(manager.completed_jobs(), None) assert job is None - def test_job_split(self, api, mocker, time_mock, update_job_mock): + def test_job_split(self, api, mocker, time_mock, update_job_mock, some_config): """Manager should split failed jobs when they fail second time""" def update_job_behaviour(): @@ -121,7 +121,7 @@ def update_job_behaviour(): sub_jobs[0].get_result.return_value = [1, 2] sub_jobs[1].get_result.return_value = [3, 4] jobs[1].split_job.return_value = sub_jobs - manager = InsightAsyncJobManager(api=api, jobs=jobs) + manager = InsightAsyncJobManager(api=api, jobs=jobs, account_id=some_config["account_ids"][0]) job = next(manager.completed_jobs(), None) assert job == jobs[0] @@ -134,7 +134,7 @@ def update_job_behaviour(): job = next(manager.completed_jobs(), None) assert job is None - def test_job_failed_too_many_times(self, api, mocker, time_mock, update_job_mock): + def test_job_failed_too_many_times(self, api, mocker, time_mock, update_job_mock, some_config): """Manager should fail when job failed too many times""" def update_job_behaviour(): @@ -147,12 +147,12 @@ def update_job_behaviour(): mocker.Mock(spec=InsightAsyncJob, attempt_number=1, failed=False, completed=True), mocker.Mock(spec=InsightAsyncJob, attempt_number=1, failed=False, completed=False), ] - manager = InsightAsyncJobManager(api=api, jobs=jobs) + manager = InsightAsyncJobManager(api=api, jobs=jobs, account_id=some_config["account_ids"][0]) with pytest.raises(JobException, match=f"{jobs[1]}: failed more than {InsightAsyncJobManager.MAX_NUMBER_OF_ATTEMPTS} times."): next(manager.completed_jobs(), None) - def test_nested_job_failed_too_many_times(self, api, mocker, time_mock, update_job_mock): + def test_nested_job_failed_too_many_times(self, api, mocker, time_mock, update_job_mock, some_config): """Manager should fail when a nested job within a ParentAsyncJob failed too many times""" def update_job_behaviour(): @@ -170,7 +170,7 @@ def update_job_behaviour(): mocker.Mock(spec=InsightAsyncJob, attempt_number=1, failed=False, completed=True), mocker.Mock(spec=ParentAsyncJob, _jobs=sub_jobs, attempt_number=1, failed=False, completed=False), ] - manager = InsightAsyncJobManager(api=api, jobs=jobs) + manager = InsightAsyncJobManager(api=api, jobs=jobs, account_id=some_config["account_ids"][0]) with pytest.raises(JobException): - next(manager.completed_jobs(), None) + next(manager.completed_jobs(), None) \ No newline at end of file diff --git a/source-facebook-marketing/tests/test_base_insight_streams.py b/source-facebook-marketing/tests/test_base_insight_streams.py index fdcb7e620a..80b46c69b1 100644 --- a/source-facebook-marketing/tests/test_base_insight_streams.py +++ b/source-facebook-marketing/tests/test_base_insight_streams.py @@ -48,17 +48,25 @@ def async_job_mock_fixture(mocker): class TestBaseInsightsStream: - def test_init(self, api): - stream = AdsInsights(api=api, start_date=datetime(2010, 1, 1), end_date=datetime(2011, 1, 1), insights_lookback_window=28) + def test_init(self, api, some_config): + stream = AdsInsights( + api=api, + account_ids=some_config["account_ids"], + start_date=datetime(2010, 1, 1), + end_date=datetime(2011, 1, 1), + insights_lookback_window=28, + ) assert not stream.breakdowns assert stream.action_breakdowns == ["action_type", "action_target_id", "action_destination"] assert stream.name == "ads_insights" assert stream.primary_key == ["date_start", "account_id", "ad_id"] + assert stream.action_report_time == "mixed" - def test_init_override(self, api): + def test_init_override(self, api, some_config): stream = AdsInsights( api=api, + account_ids=some_config["account_ids"], start_date=datetime(2010, 1, 1), end_date=datetime(2011, 1, 1), name="CustomName", @@ -72,16 +80,17 @@ def test_init_override(self, api): assert stream.name == "custom_name" assert stream.primary_key == ["date_start", "account_id", "ad_id", "test1", "test2"] - def test_read_records_all(self, mocker, api): + def test_read_records_all(self, mocker, api, some_config): """1. yield all from mock 2. if read slice 2, 3 state not changed if read slice 2, 3, 1 state changed to 3 """ job = mocker.Mock(spec=InsightAsyncJob) job.get_result.return_value = [mocker.Mock(), mocker.Mock(), mocker.Mock()] - job.interval = pendulum.Interval(pendulum.date(2010, 1, 1), pendulum.date(2010, 1, 1)) + job.interval = pendulum.Period(pendulum.date(2010, 1, 1), pendulum.date(2010, 1, 1)) stream = AdsInsights( api=api, + account_ids=some_config["account_ids"], start_date=datetime(2010, 1, 1), end_date=datetime(2011, 1, 1), insights_lookback_window=28, @@ -90,76 +99,158 @@ def test_read_records_all(self, mocker, api): records = list( stream.read_records( sync_mode=SyncMode.incremental, - stream_slice={"insight_job": job}, + stream_slice={"insight_job": job, "account_id": some_config["account_ids"][0]}, ) ) assert len(records) == 3 - def test_read_records_random_order(self, mocker, api): + def test_read_records_random_order(self, mocker, api, some_config): """1. yield all from mock 2. if read slice 2, 3 state not changed if read slice 2, 3, 1 state changed to 3 """ job = mocker.Mock(spec=AsyncJob) job.get_result.return_value = [mocker.Mock(), mocker.Mock(), mocker.Mock()] - job.interval = pendulum.Interval(pendulum.date(2010, 1, 1), pendulum.date(2010, 1, 1)) - stream = AdsInsights(api=api, start_date=datetime(2010, 1, 1), end_date=datetime(2011, 1, 1), insights_lookback_window=28) + job.interval = pendulum.Period(pendulum.date(2010, 1, 1), pendulum.date(2010, 1, 1)) + stream = AdsInsights( + api=api, + account_ids=some_config["account_ids"], + start_date=datetime(2010, 1, 1), + end_date=datetime(2011, 1, 1), + insights_lookback_window=28, + ) records = list( stream.read_records( sync_mode=SyncMode.incremental, - stream_slice={"insight_job": job}, + stream_slice={"insight_job": job, "account_id": some_config["account_ids"][0]}, ) ) assert len(records) == 3 @pytest.mark.parametrize( - "state", + "state,result_state", [ - { - AdsInsights.cursor_field: "2010-10-03", - "slices": [ - "2010-01-01", - "2010-01-02", - ], - "time_increment": 1, - }, - { - AdsInsights.cursor_field: "2010-10-03", - }, - { - "slices": [ - "2010-01-01", - "2010-01-02", - ] - }, + # Old format + ( + { + AdsInsights.cursor_field: "2010-10-03", + "slices": [ + "2010-01-01", + "2010-01-02", + ], + "time_increment": 1, + }, + { + "unknown_account": { + AdsInsights.cursor_field: "2010-10-03", + "slices": { + "2010-01-01", + "2010-01-02", + }, + }, + "time_increment": 1, + }, + ), + ( + { + AdsInsights.cursor_field: "2010-10-03", + }, + { + "unknown_account": { + AdsInsights.cursor_field: "2010-10-03", + } + }, + ), + ( + { + "slices": [ + "2010-01-01", + "2010-01-02", + ] + }, + { + "unknown_account": { + "slices": { + "2010-01-01", + "2010-01-02", + } + } + }, + ), + # New format - nested with account_id + ( + { + "unknown_account": { + AdsInsights.cursor_field: "2010-10-03", + "slices": { + "2010-01-01", + "2010-01-02", + }, + }, + "time_increment": 1, + }, + None, + ), + ( + { + "unknown_account": { + AdsInsights.cursor_field: "2010-10-03", + } + }, + None, + ), + ( + { + "unknown_account": { + "slices": { + "2010-01-01", + "2010-01-02", + } + } + }, + None, + ), ], ) - def test_state(self, api, state): + def test_state(self, api, state, result_state, some_config): """State setter/getter should work with all combinations""" - stream = AdsInsights(api=api, start_date=datetime(2010, 1, 1), end_date=datetime(2011, 1, 1), insights_lookback_window=28) + stream = AdsInsights( + api=api, + account_ids=some_config["account_ids"], + start_date=datetime(2010, 1, 1), + end_date=datetime(2011, 1, 1), + insights_lookback_window=28, + ) - assert stream.state == {} + assert stream.state == {"time_increment": 1, "unknown_account": {"slices": set()}} stream.state = state actual_state = stream.state - actual_state["slices"] = sorted(actual_state.get("slices", [])) - state["slices"] = sorted(state.get("slices", [])) - state["time_increment"] = 1 - assert actual_state == state + result_state = state if not result_state else result_state + result_state[some_config["account_ids"][0]]["slices"] = result_state[some_config["account_ids"][0]].get("slices", set()) + result_state["time_increment"] = 1 - def test_stream_slices_no_state(self, api, async_manager_mock, start_date): + assert actual_state == result_state + + def test_stream_slices_no_state(self, api, async_manager_mock, start_date, some_config): """Stream will use start_date when there is not state""" end_date = start_date + duration(weeks=2) - stream = AdsInsights(api=api, start_date=start_date, end_date=end_date, insights_lookback_window=28) + stream = AdsInsights( + api=api, account_ids=some_config["account_ids"], start_date=start_date, end_date=end_date, insights_lookback_window=28 + ) async_manager_mock.completed_jobs.return_value = [1, 2, 3] slices = list(stream.stream_slices(stream_state=None, sync_mode=SyncMode.incremental)) - assert slices == [{"insight_job": 1}, {"insight_job": 2}, {"insight_job": 3}] + assert slices == [ + {"account_id": "unknown_account", "insight_job": 1}, + {"account_id": "unknown_account", "insight_job": 2}, + {"account_id": "unknown_account", "insight_job": 3}, + ] async_manager_mock.assert_called_once() args, kwargs = async_manager_mock.call_args generated_jobs = list(kwargs["jobs"]) @@ -167,16 +258,22 @@ def test_stream_slices_no_state(self, api, async_manager_mock, start_date): assert generated_jobs[0].interval.start == start_date.date() assert generated_jobs[1].interval.start == start_date.date() + duration(days=1) - def test_stream_slices_no_state_close_to_now(self, api, async_manager_mock, recent_start_date): + def test_stream_slices_no_state_close_to_now(self, api, async_manager_mock, recent_start_date, some_config): """Stream will use start_date when there is not state and start_date within 28d from now""" start_date = recent_start_date end_date = pendulum.now() - stream = AdsInsights(api=api, start_date=start_date, end_date=end_date, insights_lookback_window=28) + stream = AdsInsights( + api=api, account_ids=some_config["account_ids"], start_date=start_date, end_date=end_date, insights_lookback_window=28 + ) async_manager_mock.completed_jobs.return_value = [1, 2, 3] slices = list(stream.stream_slices(stream_state=None, sync_mode=SyncMode.incremental)) - assert slices == [{"insight_job": 1}, {"insight_job": 2}, {"insight_job": 3}] + assert slices == [ + {"account_id": "unknown_account", "insight_job": 1}, + {"account_id": "unknown_account", "insight_job": 2}, + {"account_id": "unknown_account", "insight_job": 3}, + ] async_manager_mock.assert_called_once() args, kwargs = async_manager_mock.call_args generated_jobs = list(kwargs["jobs"]) @@ -184,17 +281,23 @@ def test_stream_slices_no_state_close_to_now(self, api, async_manager_mock, rece assert generated_jobs[0].interval.start == start_date.date() assert generated_jobs[1].interval.start == start_date.date() + duration(days=1) - def test_stream_slices_with_state(self, api, async_manager_mock, start_date): + def test_stream_slices_with_state(self, api, async_manager_mock, start_date, some_config): """Stream will use cursor_value from state when there is state""" end_date = start_date + duration(days=10) cursor_value = start_date + duration(days=5) state = {AdsInsights.cursor_field: cursor_value.date().isoformat()} - stream = AdsInsights(api=api, start_date=start_date, end_date=end_date, insights_lookback_window=28) + stream = AdsInsights( + api=api, account_ids=some_config["account_ids"], start_date=start_date, end_date=end_date, insights_lookback_window=28 + ) async_manager_mock.completed_jobs.return_value = [1, 2, 3] slices = list(stream.stream_slices(stream_state=state, sync_mode=SyncMode.incremental)) - assert slices == [{"insight_job": 1}, {"insight_job": 2}, {"insight_job": 3}] + assert slices == [ + {"account_id": "unknown_account", "insight_job": 1}, + {"account_id": "unknown_account", "insight_job": 2}, + {"account_id": "unknown_account", "insight_job": 3}, + ] async_manager_mock.assert_called_once() args, kwargs = async_manager_mock.call_args generated_jobs = list(kwargs["jobs"]) @@ -202,18 +305,24 @@ def test_stream_slices_with_state(self, api, async_manager_mock, start_date): assert generated_jobs[0].interval.start == cursor_value.date() + duration(days=1) assert generated_jobs[1].interval.start == cursor_value.date() + duration(days=2) - def test_stream_slices_with_state_close_to_now(self, api, async_manager_mock, recent_start_date): + def test_stream_slices_with_state_close_to_now(self, api, async_manager_mock, recent_start_date, some_config): """Stream will use start_date when close to now and start_date close to now""" start_date = recent_start_date end_date = pendulum.now() cursor_value = end_date - duration(days=1) state = {AdsInsights.cursor_field: cursor_value.date().isoformat()} - stream = AdsInsights(api=api, start_date=start_date, end_date=end_date, insights_lookback_window=28) + stream = AdsInsights( + api=api, account_ids=some_config["account_ids"], start_date=start_date, end_date=end_date, insights_lookback_window=28 + ) async_manager_mock.completed_jobs.return_value = [1, 2, 3] slices = list(stream.stream_slices(stream_state=state, sync_mode=SyncMode.incremental)) - assert slices == [{"insight_job": 1}, {"insight_job": 2}, {"insight_job": 3}] + assert slices == [ + {"account_id": "unknown_account", "insight_job": 1}, + {"account_id": "unknown_account", "insight_job": 2}, + {"account_id": "unknown_account", "insight_job": 3}, + ] async_manager_mock.assert_called_once() args, kwargs = async_manager_mock.call_args generated_jobs = list(kwargs["jobs"]) @@ -221,20 +330,36 @@ def test_stream_slices_with_state_close_to_now(self, api, async_manager_mock, re assert generated_jobs[0].interval.start == start_date.date() assert generated_jobs[1].interval.start == start_date.date() + duration(days=1) - def test_stream_slices_with_state_and_slices(self, api, async_manager_mock, start_date): + @pytest.mark.parametrize("state_format", ["old_format", "new_format"]) + def test_stream_slices_with_state_and_slices(self, api, async_manager_mock, start_date, some_config, state_format): """Stream will use cursor_value from state, but will skip saved slices""" end_date = start_date + duration(days=10) cursor_value = start_date + duration(days=5) - state = { - AdsInsights.cursor_field: cursor_value.date().isoformat(), - "slices": [(cursor_value + duration(days=1)).date().isoformat(), (cursor_value + duration(days=3)).date().isoformat()], - } - stream = AdsInsights(api=api, start_date=start_date, end_date=end_date, insights_lookback_window=28) + + if state_format == "old_format": + state = { + AdsInsights.cursor_field: cursor_value.date().isoformat(), + "slices": [(cursor_value + duration(days=1)).date().isoformat(), (cursor_value + duration(days=3)).date().isoformat()], + } + else: + state = { + "unknown_account": { + AdsInsights.cursor_field: cursor_value.date().isoformat(), + "slices": [(cursor_value + duration(days=1)).date().isoformat(), (cursor_value + duration(days=3)).date().isoformat()], + } + } + stream = AdsInsights( + api=api, account_ids=some_config["account_ids"], start_date=start_date, end_date=end_date, insights_lookback_window=28 + ) async_manager_mock.completed_jobs.return_value = [1, 2, 3] slices = list(stream.stream_slices(stream_state=state, sync_mode=SyncMode.incremental)) - assert slices == [{"insight_job": 1}, {"insight_job": 2}, {"insight_job": 3}] + assert slices == [ + {"account_id": "unknown_account", "insight_job": 1}, + {"account_id": "unknown_account", "insight_job": 2}, + {"account_id": "unknown_account", "insight_job": 3}, + ] async_manager_mock.assert_called_once() args, kwargs = async_manager_mock.call_args generated_jobs = list(kwargs["jobs"]) @@ -242,18 +367,25 @@ def test_stream_slices_with_state_and_slices(self, api, async_manager_mock, star assert generated_jobs[0].interval.start == cursor_value.date() + duration(days=2) assert generated_jobs[1].interval.start == cursor_value.date() + duration(days=4) - def test_get_json_schema(self, api): - stream = AdsInsights(api=api, start_date=datetime(2010, 1, 1), end_date=datetime(2011, 1, 1), insights_lookback_window=28) + def test_get_json_schema(self, api, some_config): + stream = AdsInsights( + api=api, + account_ids=some_config["account_ids"], + start_date=datetime(2010, 1, 1), + end_date=datetime(2011, 1, 1), + insights_lookback_window=28, + ) schema = stream.get_json_schema() assert "device_platform" not in schema["properties"] assert "country" not in schema["properties"] - assert not (set(stream.fields) - set(schema["properties"].keys())), "all fields present in schema" + assert not (set(stream.fields()) - set(schema["properties"].keys())), "all fields present in schema" - def test_get_json_schema_custom(self, api): + def test_get_json_schema_custom(self, api, some_config): stream = AdsInsights( api=api, + account_ids=some_config["account_ids"], start_date=datetime(2010, 1, 1), end_date=datetime(2011, 1, 1), breakdowns=["device_platform", "country"], @@ -264,43 +396,64 @@ def test_get_json_schema_custom(self, api): assert "device_platform" in schema["properties"] assert "country" in schema["properties"] - assert not (set(stream.fields) - set(schema["properties"].keys())), "all fields present in schema" + assert not (set(stream.fields()) - set(schema["properties"].keys())), "all fields present in schema" - def test_fields(self, api): + def test_fields(self, api, some_config): stream = AdsInsights( api=api, + account_ids=some_config["account_ids"], start_date=datetime(2010, 1, 1), end_date=datetime(2011, 1, 1), insights_lookback_window=28, ) - fields = stream.fields + fields = stream.fields() assert "account_id" in fields assert "account_currency" in fields assert "actions" in fields - def test_fields_custom(self, api): + def test_fields_custom(self, api, some_config): stream = AdsInsights( api=api, + account_ids=some_config["account_ids"], start_date=datetime(2010, 1, 1), end_date=datetime(2011, 1, 1), fields=["account_id", "account_currency"], insights_lookback_window=28, ) - assert stream.fields == ["account_id", "account_currency"] + assert stream.fields() == ["account_id", "account_currency"] schema = stream.get_json_schema() - assert schema["properties"].keys() == set(["account_currency", "account_id", stream.cursor_field]) + assert schema["properties"].keys() == set(["account_currency", "account_id", stream.cursor_field, "date_stop", "ad_id"]) - def test_level_custom(self, api): + def test_level_custom(self, api, some_config): stream = AdsInsights( api=api, + account_ids=some_config["account_ids"], start_date=datetime(2010, 1, 1), end_date=datetime(2011, 1, 1), fields=["account_id", "account_currency"], insights_lookback_window=28, - level="adset" + level="adset", ) assert stream.level == "adset" + + def test_breackdowns_fields_present_in_response_data(self, api, some_config): + stream = AdsInsights( + api=api, + account_ids=some_config["account_ids"], + start_date=datetime(2010, 1, 1), + end_date=datetime(2011, 1, 1), + breakdowns=["age", "gender"], + insights_lookback_window=28, + ) + + data = {"age": "0-100", "gender": "male"} + + assert stream._response_data_is_valid(data) + + data = {"id": "0000001", "name": "Pipenpodl Absakopalis"} + + assert not stream._response_data_is_valid(data) \ No newline at end of file diff --git a/source-facebook-marketing/tests/test_base_streams.py b/source-facebook-marketing/tests/test_base_streams.py index 20b5201944..9ba1676ec3 100644 --- a/source-facebook-marketing/tests/test_base_streams.py +++ b/source-facebook-marketing/tests/test_base_streams.py @@ -2,15 +2,14 @@ # Copyright (c) 2023 Airbyte, Inc., all rights reserved. # -import json from functools import partial from typing import Any, Iterable, Mapping import pytest from facebook_business import FacebookSession -from facebook_business.api import FacebookAdsApi, FacebookAdsApiBatch, FacebookRequest +from facebook_business.api import FacebookAdsApi, FacebookAdsApiBatch from source_facebook_marketing.api import MyFacebookAdsApi -from source_facebook_marketing.streams.base_streams import FBMarketingStream +from source_facebook_marketing.streams.base_streams import FBMarketingIncrementalStream, FBMarketingStream @pytest.fixture(name="mock_batch_responses") @@ -32,138 +31,119 @@ def list_objects(self, params: Mapping[str, Any]) -> Iterable: yield from [] -class TestBaseStream: - def test_execute_in_batch_with_few_requests(self, api, batch, mock_batch_responses): - """Should execute single batch if number of requests less than MAX_BATCH_SIZE.""" - mock_batch_responses( - [ +class TestDateTimeValue: + def test_date_time_value(self): + record = { + "bla": "2023-01-19t20:38:59 0000", + "created_time": "2023-01-19t20:38:59 0000", + "creation_time": "2023-01-19t20:38:59 0000", + "updated_time": "2023-01-19t20:38:59 0000", + "event_time": "2023-01-19t20:38:59 0000", + "first_fired_time": "2023-01-19t20:38:59 0000", + "last_fired_time": "2023-01-19t20:38:59 0000", + "sub_list": [ { - "json": [{"body": json.dumps({"name": "creative 1"}), "code": 200, "headers": {}}] * 3, + "bla": "2023-01-19t20:38:59 0000", + "created_time": "2023-01-19t20:38:59 0000", + "creation_time": "2023-01-19t20:38:59 0000", + "updated_time": "2023-01-19t20:38:59 0000", + "event_time": "2023-01-19t20:38:59 0000", + "first_fired_time": "2023-01-19t20:38:59 0000", + "last_fired_time": "2023-01-19t20:38:59 0000", } - ] - ) + ], + "sub_entries1": { + "sub_entries2": { + "bla": "2023-01-19t20:38:59 0000", + "created_time": "2023-01-19t20:38:59 0000", + "creation_time": "2023-01-19t20:38:59 0000", + "updated_time": "2023-01-19t20:38:59 0000", + "event_time": "2023-01-19t20:38:59 0000", + "first_fired_time": "2023-01-19t20:38:59 0000", + "last_fired_time": "2023-01-19t20:38:59 0000", + } + }, + } + FBMarketingStream.fix_date_time(record) + assert { + "bla": "2023-01-19t20:38:59 0000", + "created_time": "2023-01-19T20:38:59+0000", + "creation_time": "2023-01-19T20:38:59+0000", + "updated_time": "2023-01-19T20:38:59+0000", + "event_time": "2023-01-19T20:38:59+0000", + "first_fired_time": "2023-01-19T20:38:59+0000", + "last_fired_time": "2023-01-19T20:38:59+0000", + "sub_list": [ + { + "bla": "2023-01-19t20:38:59 0000", + "created_time": "2023-01-19T20:38:59+0000", + "creation_time": "2023-01-19T20:38:59+0000", + "updated_time": "2023-01-19T20:38:59+0000", + "event_time": "2023-01-19T20:38:59+0000", + "first_fired_time": "2023-01-19T20:38:59+0000", + "last_fired_time": "2023-01-19T20:38:59+0000", + } + ], + "sub_entries1": { + "sub_entries2": { + "bla": "2023-01-19t20:38:59 0000", + "created_time": "2023-01-19T20:38:59+0000", + "creation_time": "2023-01-19T20:38:59+0000", + "updated_time": "2023-01-19T20:38:59+0000", + "event_time": "2023-01-19T20:38:59+0000", + "first_fired_time": "2023-01-19T20:38:59+0000", + "last_fired_time": "2023-01-19T20:38:59+0000", + } + }, + } == record - stream = SomeTestStream(api=api) - requests = [FacebookRequest("node", "GET", "endpoint") for _ in range(5)] - result = list(stream.execute_in_batch(requests)) +class ConcreteFBMarketingIncrementalStream(FBMarketingIncrementalStream): + cursor_field = "date" - assert batch.add_request.call_count == len(requests) - batch.execute.assert_called_once() - assert len(result) == 3 + def list_objects(self, **kwargs): + return [] - def test_execute_in_batch_with_many_requests(self, api, batch, mock_batch_responses): - """Should execute as many batches as needed if number of requests bigger than MAX_BATCH_SIZE.""" - mock_batch_responses( - [ - { - "json": [{"body": json.dumps({"name": "creative 1"}), "code": 200, "headers": {}}] * 5, - } - ] - ) - stream = SomeTestStream(api=api) - requests = [FacebookRequest("node", "GET", "endpoint") for _ in range(50 + 1)] +@pytest.fixture +def incremental_class_instance(api): + return ConcreteFBMarketingIncrementalStream(api=api, account_ids=["123", "456", "789"], start_date=None, end_date=None) - result = list(stream.execute_in_batch(requests)) - assert batch.add_request.call_count == len(requests) - assert batch.execute.call_count == 2 - assert len(result) == 5 * 2 +class TestFBMarketingIncrementalStreamSliceAndState: + def test_stream_slices_multiple_accounts_with_state(self, incremental_class_instance): + stream_state = {"123": {"state_key": "state_value"}, "456": {"state_key": "another_state_value"}} + expected_slices = [ + {"account_id": "123", "stream_state": {"state_key": "state_value"}}, + {"account_id": "456", "stream_state": {"state_key": "another_state_value"}}, + {"account_id": "789", "stream_state": {}}, + ] + assert list(incremental_class_instance.stream_slices(stream_state)) == expected_slices - def test_execute_in_batch_with_retries(self, api, batch, mock_batch_responses): - """Should retry batch execution until succeed""" - # batch.execute.side_effect = [batch, batch, None] - mock_batch_responses( - [ - { - "json": [ - {}, - {}, - {"body": json.dumps({"name": "creative 1"}), "code": 200, "headers": {}}, - ], - }, - { - "json": [ - {}, - {"body": json.dumps({"name": "creative 1"}), "code": 200, "headers": {}}, - ], - }, - { - "json": [ - {"body": json.dumps({"name": "creative 1"}), "code": 200, "headers": {}}, - ], - }, - ] - ) - - stream = SomeTestStream(api=api) - requests = [FacebookRequest("node", "GET", "endpoint") for _ in range(3)] - - result = list(stream.execute_in_batch(requests)) - - assert batch.add_request.call_count == len(requests) - assert batch.execute.call_count == 1 - assert len(result) == 3 - - def test_execute_in_batch_with_fails(self, api, batch, mock_batch_responses): - """Should fail with exception when any request returns error""" - mock_batch_responses( - [ - { - "json": [ - {"body": "{}", "code": 500, "headers": {}}, - {"body": json.dumps({"name": "creative 1"}), "code": 200, "headers": {}}, - ], - } - ] - ) + def test_stream_slices_multiple_accounts_empty_state(self, incremental_class_instance): + expected_slices = [ + {"account_id": "123", "stream_state": {}}, + {"account_id": "456", "stream_state": {}}, + {"account_id": "789", "stream_state": {}}, + ] + assert list(incremental_class_instance.stream_slices()) == expected_slices - stream = SomeTestStream(api=api) - requests = [FacebookRequest("node", "GET", "endpoint") for _ in range(5)] + def test_stream_slices_single_account_with_state(self, incremental_class_instance): + incremental_class_instance._account_ids = ["123"] + stream_state = {"state_key": "state_value"} + expected_slices = [{"account_id": "123", "stream_state": stream_state}] + assert list(incremental_class_instance.stream_slices(stream_state)) == expected_slices - with pytest.raises(RuntimeError, match="Batch request failed with response:"): - list(stream.execute_in_batch(requests)) + def test_stream_slices_single_account_empty_state(self, incremental_class_instance): + incremental_class_instance._account_ids = ["123"] + expected_slices = [{"account_id": "123", "stream_state": None}] + assert list(incremental_class_instance.stream_slices()) == expected_slices - assert batch.add_request.call_count == len(requests) - assert batch.execute.call_count == 1 + def test_get_updated_state(self, incremental_class_instance): + current_stream_state = {"123": {"date": "2021-01-15T00:00:00+00:00"}, "include_deleted": False} + latest_record = {"account_id": "123", "date": "2021-01-20T00:00:00+00:00"} - def test_execute_in_batch_retry_batch_error(self, api, batch, mock_batch_responses): - """Should retry without exception when any request returns 960 error code""" - mock_batch_responses( - [ - { - "json": [ - {"body": json.dumps({"name": "creative 1"}), "code": 200, "headers": {}}, - { - "body": json.dumps( - { - "error": { - "message": "Request aborted. This could happen if a dependent request failed or the entire request timed out.", - "type": "FacebookApiException", - "code": 960, - "fbtrace_id": "AWuyQlmgct0a_n64b-D1AFQ", - } - } - ), - "code": 500, - "headers": {}, - }, - {"body": json.dumps({"name": "creative 3"}), "code": 200, "headers": {}}, - ], - }, - { - "json": [ - {"body": json.dumps({"name": "creative 2"}), "code": 200, "headers": {}}, - ], - }, - ] - ) - - stream = SomeTestStream(api=api) - requests = [FacebookRequest("node", "GET", "endpoint") for _ in range(3)] - result = list(stream.execute_in_batch(requests)) - - assert batch.add_request.call_count == len(requests) + 1 - assert batch.execute.call_count == 2 - assert len(result) == len(requests) + expected_state = {"123": {"date": "2021-01-20T00:00:00+00:00", "include_deleted": False}, "include_deleted": False} + + new_state = incremental_class_instance.get_updated_state(current_stream_state, latest_record) + assert new_state == expected_state \ No newline at end of file diff --git a/source-facebook-marketing/tests/test_client.py b/source-facebook-marketing/tests/test_client.py index 74bcec4f31..0fc03e20d1 100644 --- a/source-facebook-marketing/tests/test_client.py +++ b/source-facebook-marketing/tests/test_client.py @@ -7,9 +7,10 @@ import pendulum import pytest from airbyte_cdk.models import SyncMode +from airbyte_cdk.utils import AirbyteTracedException from facebook_business import FacebookAdsApi, FacebookSession from facebook_business.exceptions import FacebookRequestError -from source_facebook_marketing.streams import AdAccount, AdCreatives, Campaigns, Videos +from source_facebook_marketing.streams import Activities, AdAccount, AdCreatives, Campaigns, Videos FB_API_VERSION = FacebookAdsApi.API_VERSION @@ -51,10 +52,9 @@ def fb_call_amount_data_response_fixture(): class TestBackoff: - def test_limit_reached(self, mocker, requests_mock, api, fb_call_rate_response, account_id): + def test_limit_reached(self, mocker, requests_mock, api, fb_call_rate_response, account_id, some_config): """Error once, check that we retry and not fail""" # turn Campaigns into non batch mode to test non batch logic - mocker.patch.object(Campaigns, "use_batch", new_callable=mocker.PropertyMock, return_value=False) campaign_responses = [ fb_call_rate_response, { @@ -67,9 +67,9 @@ def test_limit_reached(self, mocker, requests_mock, api, fb_call_rate_response, requests_mock.register_uri("GET", FacebookSession.GRAPH + f"/{FB_API_VERSION}/1/", [{"status_code": 200}]) requests_mock.register_uri("GET", FacebookSession.GRAPH + f"/{FB_API_VERSION}/2/", [{"status_code": 200}]) - stream = Campaigns(api=api, start_date=pendulum.now(), end_date=pendulum.now(), include_deleted=False) + stream = Campaigns(api=api, account_ids=[account_id], start_date=pendulum.now(), end_date=pendulum.now(), include_deleted=False) try: - records = list(stream.read_records(sync_mode=SyncMode.full_refresh, stream_state={})) + records = list(stream.read_records(sync_mode=SyncMode.full_refresh, stream_state={}, stream_slice={"account_id": account_id})) assert records except FacebookRequestError: pytest.fail("Call rate error has not being handled") @@ -111,10 +111,13 @@ def test_batch_limit_reached(self, requests_mock, api, fb_call_rate_response, ac requests_mock.register_uri("GET", FacebookSession.GRAPH + f"/{FB_API_VERSION}/act_{account_id}/", responses) requests_mock.register_uri("POST", FacebookSession.GRAPH + f"/{FB_API_VERSION}/", batch_responses) - stream = AdCreatives(api=api, include_deleted=False) - records = list(stream.read_records(sync_mode=SyncMode.full_refresh, stream_state={})) + stream = AdCreatives(api=api, account_ids=[account_id], include_deleted=False) + records = list(stream.read_records(sync_mode=SyncMode.full_refresh, stream_state={}, stream_slice={"account_id": account_id})) - assert records == [{"name": "creative 1"}, {"name": "creative 2"}] + assert records == [ + {"account_id": "unknown_account", "id": "123", "object_type": "SHARE", "status": "ACTIVE"}, + {"account_id": "unknown_account", "id": "1234", "object_type": "SHARE", "status": "ACTIVE"}, + ] @pytest.mark.parametrize( "error_response", @@ -127,7 +130,7 @@ def test_batch_limit_reached(self, requests_mock, api, fb_call_rate_response, ac ) def test_common_error_retry(self, error_response, requests_mock, api, account_id): """Error once, check that we retry and not fail""" - account_data = {"id": 1, "updated_time": "2020-09-25T00:00:00Z", "name": "Some name"} + account_data = {"account_id": "unknown_account", "id": 1, "updated_time": "2020-09-25T00:00:00Z", "name": "Some name"} responses = [ error_response, { @@ -140,8 +143,8 @@ def test_common_error_retry(self, error_response, requests_mock, api, account_id requests_mock.register_uri("GET", FacebookSession.GRAPH + f"/{FB_API_VERSION}/act_{account_id}/", responses) requests_mock.register_uri("GET", FacebookSession.GRAPH + f"/{FB_API_VERSION}/{account_data['id']}/", responses) - stream = AdAccount(api=api) - accounts = list(stream.read_records(sync_mode=SyncMode.full_refresh, stream_state={})) + stream = AdAccount(api=api, account_ids=[account_id]) + accounts = list(stream.read_records(sync_mode=SyncMode.full_refresh, stream_state={}, stream_slice={"account_id": account_id})) assert accounts == [account_data] @@ -152,32 +155,99 @@ def test_limit_error_retry(self, fb_call_amount_data_response, requests_mock, ap "GET", FacebookSession.GRAPH + f"/{FB_API_VERSION}/act_{account_id}/campaigns", [fb_call_amount_data_response] ) - stream = Campaigns(api=api, start_date=pendulum.now(), end_date=pendulum.now(), include_deleted=False, page_size=100) + stream = Campaigns( + api=api, account_ids=[account_id], start_date=pendulum.now(), end_date=pendulum.now(), include_deleted=False, page_size=100 + ) try: - list(stream.read_records(sync_mode=SyncMode.full_refresh, stream_state={})) - except FacebookRequestError: + list(stream.read_records(sync_mode=SyncMode.full_refresh, stream_state={}, stream_slice={"account_id": account_id})) + except AirbyteTracedException: assert [x.qs.get("limit")[0] for x in res.request_history] == ["100", "50", "25", "12", "6"] + def test_limit_error_retry_revert_page_size(self, requests_mock, api, account_id): + """Error every time, check limit parameter decreases by 2 times every new call""" + + error = { + "json": { + "error": { + "message": "An unknown error occurred", + "code": 1, + } + }, + "status_code": 500, + } + success = { + "json": { + "data": [], + "paging": { + "cursors": { + "after": "test", + }, + "next": f"https://graph.facebook.com/{FB_API_VERSION}/act_{account_id}/activities?limit=31&after=test", + }, + }, + "status_code": 200, + } + + res = requests_mock.register_uri( + "GET", + FacebookSession.GRAPH + f"/{FB_API_VERSION}/act_{account_id}/activities", + [error, success, error, success], + ) + + stream = Activities( + api=api, account_ids=[account_id], start_date=pendulum.now(), end_date=pendulum.now(), include_deleted=False, page_size=100 + ) + try: + list(stream.read_records(sync_mode=SyncMode.full_refresh, stream_state={}, stream_slice={"account_id": account_id})) + except FacebookRequestError: + assert [x.qs.get("limit")[0] for x in res.request_history] == ["100", "50", "100", "50"] + + def test_start_date_not_provided(self, requests_mock, api, account_id): + success = { + "json": { + "data": [], + "paging": { + "cursors": { + "after": "test", + }, + "next": f"https://graph.facebook.com/{FB_API_VERSION}/act_{account_id}/activities?limit=31&after=test", + }, + }, + "status_code": 200, + } + + requests_mock.register_uri( + "GET", + FacebookSession.GRAPH + f"/{FB_API_VERSION}/act_{account_id}/activities", + [success], + ) + + stream = Activities(api=api, account_ids=[account_id], start_date=None, end_date=None, include_deleted=False, page_size=100) + list(stream.read_records(sync_mode=SyncMode.full_refresh, stream_state={}, stream_slice={"account_id": account_id})) + def test_limit_error_retry_next_page(self, fb_call_amount_data_response, requests_mock, api, account_id): """Unlike the previous test, this one tests the API call fail on the second or more page of a request.""" base_url = FacebookSession.GRAPH + f"/{FB_API_VERSION}/act_{account_id}/advideos" res = requests_mock.register_uri( - "GET", base_url, + "GET", + base_url, [ { "json": { "data": [{"id": 1, "updated_time": "2020-09-25T00:00:00Z"}, {"id": 2, "updated_time": "2020-09-25T00:00:00Z"}], - "paging": {"next": f"{base_url}?after=after_page_1&limit=100"} + "paging": {"next": f"{base_url}?after=after_page_1&limit=100"}, }, - "status_code": 200 + "status_code": 200, }, - fb_call_amount_data_response - ] + fb_call_amount_data_response, + ], ) - stream = Videos(api=api, start_date=pendulum.now(), end_date=pendulum.now(), include_deleted=False, page_size=100) + stream = Videos( + api=api, account_ids=[account_id], start_date=pendulum.now(), end_date=pendulum.now(), include_deleted=False, page_size=100 + ) try: - list(stream.read_records(sync_mode=SyncMode.full_refresh, stream_state={})) - except FacebookRequestError: - assert [x.qs.get("limit")[0] for x in res.request_history] == ["100", "100", "50", "25", "12", "6"] + list(stream.read_records(sync_mode=SyncMode.full_refresh, stream_state={}, stream_slice={"account_id": account_id})) + except AirbyteTracedException: + assert [x.qs.get("limit")[0] for x in res.request_history] == ["100", "100", "50", "25", "12", "6"] \ No newline at end of file diff --git a/source-facebook-marketing/tests/test_source.py b/source-facebook-marketing/tests/test_source.py index 55df1a2d20..9fa3f5924c 100644 --- a/source-facebook-marketing/tests/test_source.py +++ b/source-facebook-marketing/tests/test_source.py @@ -10,6 +10,7 @@ from facebook_business import FacebookAdsApi, FacebookSession from source_facebook_marketing import SourceFacebookMarketing from source_facebook_marketing.spec import ConnectorConfig +from unittest.mock import call from .utils import command_check @@ -17,7 +18,7 @@ @pytest.fixture(name="config") def config_fixture(): config = { - "account_id": "123", + "account_ids": ["123"], "credentials": { "access_token": "TOKEN", "client_id": "an-id", @@ -44,7 +45,7 @@ def inner(**kwargs): @pytest.fixture(name="api") def api_fixture(mocker): api_mock = mocker.patch("source_facebook_marketing.source.API") - api_mock.return_value = mocker.Mock(account=123) + api_mock.return_value = mocker.Mock(account=mocker.Mock(return_value=123)) return api_mock diff --git a/source-facebook-marketing/tests/test_streams.py b/source-facebook-marketing/tests/test_streams.py index 5fccdaf5f6..569592805f 100644 --- a/source-facebook-marketing/tests/test_streams.py +++ b/source-facebook-marketing/tests/test_streams.py @@ -19,7 +19,7 @@ from source_facebook_marketing.streams.streams import fetch_thumbnail_data_url -def test_filter_all_statuses(api, mocker): +def test_filter_all_statuses(api, mocker, some_config): mocker.patch.multiple(FBMarketingStream, __abstractmethods__=set()) expected = { "filtering": [ @@ -45,7 +45,7 @@ def test_filter_all_statuses(api, mocker): } ] } - assert FBMarketingStream(api=api)._filter_all_statuses() == expected + assert FBMarketingStream(api=api, account_ids=some_config["account_ids"])._filter_all_statuses() == expected @pytest.mark.parametrize( @@ -76,15 +76,27 @@ def test_parse_call_rate_header(): [AdsInsightsRegion, ["region"], ["action_type", "action_target_id", "action_destination"]], ], ) -def test_ads_insights_breakdowns(class_name, breakdowns, action_breakdowns): - kwargs = {"api": None, "start_date": pendulum.now(), "end_date": pendulum.now(), "insights_lookback_window": 1} +def test_ads_insights_breakdowns(class_name, breakdowns, action_breakdowns, some_config): + kwargs = { + "api": None, + "account_ids": some_config["account_ids"], + "start_date": pendulum.now(), + "end_date": pendulum.now(), + "insights_lookback_window": 1, + } stream = class_name(**kwargs) assert stream.breakdowns == breakdowns assert stream.action_breakdowns == action_breakdowns -def test_custom_ads_insights_breakdowns(): - kwargs = {"api": None, "start_date": pendulum.now(), "end_date": pendulum.now(), "insights_lookback_window": 1} +def test_custom_ads_insights_breakdowns(some_config): + kwargs = { + "api": None, + "account_ids": some_config["account_ids"], + "start_date": pendulum.now(), + "end_date": pendulum.now(), + "insights_lookback_window": 1, + } stream = AdsInsights(breakdowns=["mmm"], action_breakdowns=["action_destination"], **kwargs) assert stream.breakdowns == ["mmm"] assert stream.action_breakdowns == ["action_destination"] From 77d74269e9efab2c7d1118612ca3be22a8c66146 Mon Sep 17 00:00:00 2001 From: Luishfs Date: Fri, 8 Nov 2024 16:52:00 -0300 Subject: [PATCH 2/4] source-facebook-marketing: continuing with multiple ids --- .../source_facebook_marketing/api.py | 3 +- .../source_facebook_marketing/source.py | 20 ++--- .../streams/base_insight_streams.py | 2 +- .../streams/base_streams.py | 49 ++++++++--- .../streams/streams.py | 83 ++++++++++++++++--- 5 files changed, 120 insertions(+), 37 deletions(-) diff --git a/source-facebook-marketing/source_facebook_marketing/api.py b/source-facebook-marketing/source_facebook_marketing/api.py index 2b8a15bac9..1f9f33d3f7 100644 --- a/source-facebook-marketing/source_facebook_marketing/api.py +++ b/source-facebook-marketing/source_facebook_marketing/api.py @@ -165,8 +165,7 @@ def __init__(self, access_token: str): self.api = MyFacebookAdsApi.init(access_token=access_token, crash_log=False, api_version="v19.0") FacebookAdsApi.set_default_api(self.api) - @cached_property - def get_account(self, account_id) -> AdAccount: + def get_account(self, account_id: str) -> AdAccount: """Find current account""" if account_id in self._account_ids: return self._account_ids[account_id] diff --git a/source-facebook-marketing/source_facebook_marketing/source.py b/source-facebook-marketing/source_facebook_marketing/source.py index f11daff54d..f0eb543c23 100644 --- a/source-facebook-marketing/source_facebook_marketing/source.py +++ b/source-facebook-marketing/source_facebook_marketing/source.py @@ -70,12 +70,6 @@ def check_connection(self, logger: logging.Logger, config: Mapping[str, Any]) -> except (requests.exceptions.RequestException, ValidationError) as e: return False, e - # make sure that we have valid combination of "action_breakdowns" and "breakdowns" parameters - for stream in self.get_custom_insights_streams(api, config): - try: - stream.check_breakdowns() - except facebook_business.exceptions.FacebookRequestError as e: - return False, e._api_error_message return True, None def streams(self, config: Mapping[str, Any]) -> List[Type[Stream]]: @@ -127,13 +121,13 @@ def streams(self, config: Mapping[str, Any]) -> List[Type[Stream]]: max_batch_size=config.max_batch_size, source_defined_primary_key=["id"], ), - AdsInsights(page_size=config.page_size, account_ids=config.account_ids, max_batch_size=config.max_batch_size, source_defined_primary_key=["date_start", "account_id", "ad_id"], **insights_args), - AdsInsightsAgeAndGender(page_size=config.page_size, account_ids=config.account_ids, max_batch_size=config.max_batch_size,source_defined_primary_key=["id"], **insights_args), - AdsInsightsCountry(page_size=config.page_size, account_ids=config.account_ids, max_batch_size=config.max_batch_size, source_defined_primary_key=["date_start", "account_id", "ad_id"], **insights_args), - AdsInsightsRegion(page_size=config.page_size, account_ids=config.account_ids, max_batch_size=config.max_batch_size, source_defined_primary_key=["date_start", "account_id", "ad_id"], **insights_args), - AdsInsightsDma(page_size=config.page_size, account_ids=config.account_ids, max_batch_size=config.max_batch_size, source_defined_primary_key=["date_start", "account_id", "ad_id"], **insights_args), - AdsInsightsPlatformAndDevice(page_size=config.page_size, account_ids=config.account_ids, max_batch_size=config.max_batch_size, source_defined_primary_key=["date_start", "account_id", "ad_id"], **insights_args), - AdsInsightsActionType(page_size=config.page_size, account_ids=config.account_ids, max_batch_size=config.max_batch_size, source_defined_primary_key=["id"], **insights_args), + AdsInsights(page_size=config.page_size, max_batch_size=config.max_batch_size, source_defined_primary_key=["date_start", "account_id", "ad_id"], **insights_args), + AdsInsightsAgeAndGender(page_size=config.page_size, max_batch_size=config.max_batch_size,source_defined_primary_key=["id"], **insights_args), + AdsInsightsCountry(page_size=config.page_size, max_batch_size=config.max_batch_size, source_defined_primary_key=["date_start", "account_id", "ad_id"], **insights_args), + AdsInsightsRegion(page_size=config.page_size, max_batch_size=config.max_batch_size, source_defined_primary_key=["date_start", "account_id", "ad_id"], **insights_args), + AdsInsightsDma(page_size=config.page_size, max_batch_size=config.max_batch_size, source_defined_primary_key=["date_start", "account_id", "ad_id"], **insights_args), + AdsInsightsPlatformAndDevice(page_size=config.page_size, max_batch_size=config.max_batch_size, source_defined_primary_key=["date_start", "account_id", "ad_id"], **insights_args), + AdsInsightsActionType(page_size=config.page_size, max_batch_size=config.max_batch_size, source_defined_primary_key=["id"], **insights_args), Campaigns( api=api, account_ids=config.account_ids, diff --git a/source-facebook-marketing/source_facebook_marketing/streams/base_insight_streams.py b/source-facebook-marketing/source_facebook_marketing/streams/base_insight_streams.py index cb347a11a6..9039a68a2a 100644 --- a/source-facebook-marketing/source_facebook_marketing/streams/base_insight_streams.py +++ b/source-facebook-marketing/source_facebook_marketing/streams/base_insight_streams.py @@ -323,7 +323,7 @@ def get_json_schema(self) -> Mapping[str, Any]: schema = loader.get_schema("ads_insights") if self._custom_fields: custom_fields = set(self._custom_fields + [self.cursor_field, "date_stop", "account_id", "ad_id"]) - schema["properties"] = {k: v for k, v in schema["properties"].items() if k in self._fields + [self.cursor_field]} + schema["properties"] = {k: v for k, v in schema["properties"].items() if k in custom_fields} if self.breakdowns: breakdowns_properties = loader.get_schema("ads_insights_breakdowns")["properties"] schema["properties"].update({prop: breakdowns_properties[prop] for prop in self.breakdowns}) diff --git a/source-facebook-marketing/source_facebook_marketing/streams/base_streams.py b/source-facebook-marketing/source_facebook_marketing/streams/base_streams.py index 64c9daf43f..c9e6baa2f1 100644 --- a/source-facebook-marketing/source_facebook_marketing/streams/base_streams.py +++ b/source-facebook-marketing/source_facebook_marketing/streams/base_streams.py @@ -130,12 +130,14 @@ def get_account_state(self, account_id: str, stream_state: Mapping[str, Any] = N else: return {} - def _transform_state_from_old_format(self, state: Mapping[str, Any], move_fields: List[str] = None) -> Mapping[str, Any]: + def _transform_state_from_one_account_format(self, state: Mapping[str, Any], move_fields: List[str] = None) -> Mapping[str, Any]: """ Transforms the state from an old format to a new format based on account IDs. + This method transforms the old state to be a dictionary where the keys are account IDs. If the state is in the old format (not keyed by account IDs), it will transform the state by nesting it under the account ID. + :param state: The original state dictionary to transform. :param move_fields: A list of field names whose values should be moved to the top level of the new state dictionary. :return: The transformed state dictionary. @@ -163,6 +165,19 @@ def _transform_state_from_old_format(self, state: Mapping[str, Any], move_fields # If the state is empty or there are multiple account IDs, return an empty dictionary. return {} + def _transform_state_from_old_deleted_format(self, state: Mapping[str, Any]): + # transform from the old format with `include_deleted` + for account_id in self._account_ids: + account_state = state.get(account_id, {}) + # check if the state for this account id is in the old format + if "filter_statuses" not in account_state and "include_deleted" in account_state: + if account_state["include_deleted"]: + account_state["filter_statuses"] = self.valid_statuses + else: + account_state["filter_statuses"] = [] + state[account_id] = account_state + return state + def read_records( self, sync_mode: SyncMode, @@ -172,19 +187,33 @@ def read_records( ) -> Iterable[Mapping[str, Any]]: """Main read method used by CDK""" - records_iter = self.list_objects(params=self.request_params(stream_state=stream_state)) + account_id = stream_slice["account_id"] + records_iter = self.list_objects(params=self.request_params(stream_state=stream_state), account_id=account_id) loaded_records_iter = (record.api_get(fields=self.fields, pending=self.use_batch) for record in records_iter) - if self.use_batch: - loaded_records_iter = self.execute_in_batch(loaded_records_iter) + try: + for record in self.list_objects( + params=self.request_params(stream_state=stream_state), + account_id=account_id, + ): + if isinstance(record, AbstractObject): + record = record.export_all_data() # convert FB object to dict + self.add_account_id(record, stream_slice["account_id"]) + yield record + except Exception as e: + self.logger.error(f"{e}") + raise + + def stream_slices(self, stream_state: Mapping[str, Any] = None, **kwargs) -> Iterable[Optional[Mapping[str, any]]]: + if stream_state: + stream_state = self._transform_state_from_one_account_format(stream_state, ["include_deleted"]) + stream_state = self._transform_state_from_old_deleted_format(stream_state) - for record in loaded_records_iter: - if isinstance(record, AbstractObject): - yield record.export_all_data() # convert FB object to dict - else: - yield record # execute_in_batch will emmit dicts + for account_id in self._account_ids: + account_state = self.get_account_state(account_id, stream_state) + yield {"account_id": account_id, "stream_state": account_state} @abstractmethod - def list_objects(self, params: Mapping[str, Any]) -> Iterable: + def list_objects(self, params: Mapping[str, Any], account_id) -> Iterable: """List FB objects, these objects will be loaded in read_records later with their details. :param params: params to make request diff --git a/source-facebook-marketing/source_facebook_marketing/streams/streams.py b/source-facebook-marketing/source_facebook_marketing/streams/streams.py index a7b6ce4282..c056f2a49e 100644 --- a/source-facebook-marketing/source_facebook_marketing/streams/streams.py +++ b/source-facebook-marketing/source_facebook_marketing/streams/streams.py @@ -36,19 +36,18 @@ def fetch_thumbnail_data_url(url: str) -> Optional[str]: class AdCreatives(FBMarketingStream): - """AdCreative is append only stream + """AdCreative is append-only stream doc: https://developers.facebook.com/docs/marketing-api/reference/ad-creative """ entity_prefix = "adcreative" - enable_deleted = False def __init__(self, fetch_thumbnail_images: bool = False, **kwargs): super().__init__(**kwargs) self._fetch_thumbnail_images = fetch_thumbnail_images def fields(self, **kwargs) -> List[str]: - """Remove "thumbnail_data_url" field because it is computed field and it's not a field that we can request from Facebook""" + """Remove "thumbnail_data_url" field because it is a computed field, and it's not a field that we can request from Facebook""" if self._fields: return self._fields @@ -78,7 +77,6 @@ class CustomConversions(FBMarketingStream): """doc: https://developers.facebook.com/docs/marketing-api/reference/custom-conversion""" entity_prefix = "customconversion" - enable_deleted = False def list_objects(self, params: Mapping[str, Any], account_id: str) -> Iterable: return self._api.get_account(account_id=account_id).get_custom_conversions(params=params, fields=self.fields()) @@ -88,7 +86,6 @@ class CustomAudiences(FBMarketingStream): """doc: https://developers.facebook.com/docs/marketing-api/reference/custom-audience""" entity_prefix = "customaudience" - enable_deleted = False # The `rule` field is excluded from the list because it caused the error message "Please reduce the amount of data" for certain connections. # https://github.com/airbytehq/oncall/issues/2765 fields_exceptions = ["rule"] @@ -101,6 +98,7 @@ class Ads(FBMarketingIncrementalStream): """doc: https://developers.facebook.com/docs/marketing-api/reference/adgroup""" entity_prefix = "ad" + status_field = "effective_status" def list_objects(self, params: Mapping[str, Any], account_id: str) -> Iterable: return self._api.get_account(account_id=account_id).get_ads(params=params, fields=self.fields()) @@ -110,6 +108,7 @@ class AdSets(FBMarketingIncrementalStream): """doc: https://developers.facebook.com/docs/marketing-api/reference/ad-campaign""" entity_prefix = "adset" + status_field = "effective_status" def list_objects(self, params: Mapping[str, Any], account_id: str) -> Iterable: return self._api.get_account(account_id=account_id).get_ad_sets(params=params, fields=self.fields()) @@ -119,6 +118,7 @@ class Campaigns(FBMarketingIncrementalStream): """doc: https://developers.facebook.com/docs/marketing-api/reference/ad-campaign-group""" entity_prefix = "campaign" + status_field = "effective_status" def list_objects(self, params: Mapping[str, Any], account_id: str) -> Iterable: return self._api.get_account(account_id=account_id).get_campaigns(params=params, fields=self.fields()) @@ -129,7 +129,7 @@ class Activities(FBMarketingIncrementalStream): entity_prefix = "activity" cursor_field = "event_time" - primary_key = None + primary_key = "actor_id" def fields(self, **kwargs) -> List[str]: """Remove account_id from fields as cannot be requested, but it is part of schema as foreign key, will be added during processing""" @@ -153,9 +153,11 @@ def _state_filter(self, stream_state: Mapping[str, Any]) -> Mapping[str, Any]: # if start_date is not specified then do not use date filters return {} - potentially_new_records_in_the_past = self._include_deleted and not stream_state.get("include_deleted", False) + potentially_new_records_in_the_past = self._filter_statuses and ( + set(self._filter_statuses) - set(stream_state.get("filter_statuses", [])) + ) if potentially_new_records_in_the_past: - self.logger.info(f"Ignoring bookmark for {self.name} because of enabled `include_deleted` option") + self.logger.info(f"Ignoring bookmark for {self.name} because of enabled `filter_statuses` option") if self._start_date: since = self._start_date else: @@ -187,7 +189,6 @@ class AdAccount(FBMarketingStream): """See: https://developers.facebook.com/docs/marketing-api/reference/ad-account""" use_batch = False - enable_deleted = False def __init__(self, **kwargs): super().__init__(**kwargs) @@ -227,11 +228,10 @@ def list_objects(self, params: Mapping[str, Any], account_id: str) -> Iterable: """noop in case of AdAccount""" fields = self.fields(account_id=account_id) try: - print(f"{self._api.get_account(account_id=account_id).get_id()=} {account_id=}") return [FBAdAccount(self._api.get_account(account_id=account_id).get_id()).api_get(fields=fields)] except FacebookRequestError as e: # This is a workaround for cases when account seem to have all the required permissions - # but despite of that is not allowed to get `owner` field. See (https://github.com/airbytehq/oncall/issues/3167) + # but despite that is not allowed to get `owner` field. See (https://github.com/airbytehq/oncall/issues/3167) if e.api_error_code() == 200 and e.api_error_message() == "(#200) Requires business_management permission to manage the object": fields.remove("owner") return [FBAdAccount(self._api.get_account(account_id=account_id).get_id()).api_get(fields=fields)] @@ -280,3 +280,64 @@ class AdsInsightsPlatformAndDevice(AdsInsights): class AdsInsightsActionType(AdsInsights): breakdowns = [] action_breakdowns = ["action_type"] + + +class AdsInsightsActionCarouselCard(AdsInsights): + action_breakdowns = ["action_carousel_card_id", "action_carousel_card_name"] + + +class AdsInsightsActionConversionDevice(AdsInsights): + breakdowns = ["device_platform"] + action_breakdowns = ["action_type"] + + +class AdsInsightsActionProductID(AdsInsights): + breakdowns = ["product_id"] + action_breakdowns = [] + + +class AdsInsightsActionReaction(AdsInsights): + action_breakdowns = ["action_reaction"] + + +class AdsInsightsActionVideoSound(AdsInsights): + action_breakdowns = ["action_video_sound"] + + +class AdsInsightsActionVideoType(AdsInsights): + action_breakdowns = ["action_video_type"] + + +class AdsInsightsDeliveryDevice(AdsInsights): + breakdowns = ["device_platform"] + action_breakdowns = ["action_type"] + + +class AdsInsightsDeliveryPlatform(AdsInsights): + breakdowns = ["publisher_platform"] + action_breakdowns = ["action_type"] + + +class AdsInsightsDeliveryPlatformAndDevicePlatform(AdsInsights): + breakdowns = ["publisher_platform", "device_platform"] + action_breakdowns = ["action_type"] + + +class AdsInsightsDemographicsAge(AdsInsights): + breakdowns = ["age"] + action_breakdowns = ["action_type"] + + +class AdsInsightsDemographicsCountry(AdsInsights): + breakdowns = ["country"] + action_breakdowns = ["action_type"] + + +class AdsInsightsDemographicsDMARegion(AdsInsights): + breakdowns = ["dma"] + action_breakdowns = ["action_type"] + + +class AdsInsightsDemographicsGender(AdsInsights): + breakdowns = ["gender"] + action_breakdowns = ["action_type"] \ No newline at end of file From e44b45915d76dd4816e145723bb796d5355be468 Mon Sep 17 00:00:00 2001 From: Luishfs Date: Mon, 11 Nov 2024 17:22:26 -0300 Subject: [PATCH 3/4] source-facebook-marketing: fixing insights and activities streams --- source-facebook-marketing/acmeCo/flow.yaml | 4 - .../connector_config.yaml | 8 +- source-facebook-marketing/poetry.lock | 1963 +++++++++-------- source-facebook-marketing/pyproject.toml | 2 +- .../streams/async_job.py | 4 +- .../streams/async_job_manager.py | 2 +- .../streams/base_insight_streams.py | 22 +- .../streams/base_streams.py | 4 +- .../streams/streams.py | 20 +- source-facebook-marketing/test.flow.yaml | 106 +- 10 files changed, 1122 insertions(+), 1013 deletions(-) diff --git a/source-facebook-marketing/acmeCo/flow.yaml b/source-facebook-marketing/acmeCo/flow.yaml index ade3bcfd80..58fdcdc57f 100644 --- a/source-facebook-marketing/acmeCo/flow.yaml +++ b/source-facebook-marketing/acmeCo/flow.yaml @@ -3,11 +3,7 @@ collections: acmeCo/activities: schema: activities.schema.yaml key: - - /object_id - /actor_id - - /application_id - - /event_time - - /event_type acmeCo/ad_account: schema: ad_account.schema.yaml key: diff --git a/source-facebook-marketing/connector_config.yaml b/source-facebook-marketing/connector_config.yaml index b40104633a..201117b07a 100644 --- a/source-facebook-marketing/connector_config.yaml +++ b/source-facebook-marketing/connector_config.yaml @@ -29,13 +29,13 @@ custom_insights: level: ad name: ads_insights_publisher_platform start_date: "2021-11-01T00:00:00Z" - time_increment: 1 + time_increment: 360 fetch_thumbnail_images: false include_deleted: true insights_lookback_window: 28 max_batch_size: 50 page_size: 100 -start_date: "2021-11-01T00:00:00Z" +start_date: "2024-11-01T00:00:00Z" sops: kms: [] gcp_kms: @@ -45,8 +45,8 @@ sops: azure_kv: [] hc_vault: [] age: [] - lastmodified: "2024-10-30T19:01:21Z" - mac: ENC[AES256_GCM,data:lksew6RnULnIZyMc5HZCDRo8bpjO3kX/9gh3ev5Xgmyd7QTG/rO2HCpeIsC77Gw4vco6trl2F/7U6r0ICl0UBHlLHgCAAAVLkXzadhM7Ty8xkW+cpo6VoL9HAKdaFZchT8dJlv2zOXDNWuPg5RF5dBxk97SZqkRMR8ekNKiAErQ=,iv:kL9jIUkCTrPgX6bZ07IPtXfHIYAt09Tvu+7zmherbnQ=,tag:ypP4PbGgLIzPVxkLe/DbrQ==,type:str] + lastmodified: "2024-11-11T19:07:30Z" + mac: ENC[AES256_GCM,data:DnjkguTUM5RBYREQlUp9UJTbdQ1N8DNfTLWeF+ZYSPRzMGrfwYsAhrE/08GYy3/4mAJSOTvMVRnqc0FArZ5MxIl5ttgyEZpRWMA/Z2x7BQAlByvBO2FZcsv+PdmSbtThYO/9jLeAeCCyl6LUvguiUkHxCB4HMUdHTXbLCnQYe1w=,iv:nabT9Nmhz/hTHzM+8NLTFDNIQmciFAtpMxf9/P49b4A=,tag:qeFSf7/FvFI6md+fb7TVRg==,type:str] pgp: [] encrypted_suffix: _sops version: 3.8.1 diff --git a/source-facebook-marketing/poetry.lock b/source-facebook-marketing/poetry.lock index e0e7fef2c8..d0d4485ad6 100644 --- a/source-facebook-marketing/poetry.lock +++ b/source-facebook-marketing/poetry.lock @@ -16,98 +16,113 @@ pycares = ">=4.0.0" [[package]] name = "aiohappyeyeballs" -version = "2.3.6" +version = "2.4.3" description = 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b/source-facebook-marketing/pyproject.toml index c5c7264087..8b50c1f496 100644 --- a/source-facebook-marketing/pyproject.toml +++ b/source-facebook-marketing/pyproject.toml @@ -12,7 +12,7 @@ types-requests = "^2.31" facebook-business = "19.0.0" pydantic = "==1.10.14" cached-property = "^1.5.2" -pendulum = "^3" +pendulum = "==2.1.2" [tool.poetry.group.dev.dependencies] debugpy = "^1.8.0" diff --git a/source-facebook-marketing/source_facebook_marketing/streams/async_job.py b/source-facebook-marketing/source_facebook_marketing/streams/async_job.py index 44d7dca27c..e3a08b342c 100644 --- a/source-facebook-marketing/source_facebook_marketing/streams/async_job.py +++ b/source-facebook-marketing/source_facebook_marketing/streams/async_job.py @@ -68,7 +68,7 @@ class Status(str, Enum): class AsyncJob(ABC): """Abstract AsyncJob base class""" - def __init__(self, api: FacebookAdsApi, interval: pendulum.Interval): + def __init__(self, api: FacebookAdsApi, interval): """Init generic async job :param api: FB API instance (to create batch, etc) @@ -79,7 +79,7 @@ def __init__(self, api: FacebookAdsApi, interval: pendulum.Interval): self._attempt_number = 0 @property - def interval(self) -> pendulum.Interval: + def interval(self): """Job identifier, in most cases start of the interval""" return self._interval diff --git a/source-facebook-marketing/source_facebook_marketing/streams/async_job_manager.py b/source-facebook-marketing/source_facebook_marketing/streams/async_job_manager.py index e47f9c8b44..e72bea6470 100644 --- a/source-facebook-marketing/source_facebook_marketing/streams/async_job_manager.py +++ b/source-facebook-marketing/source_facebook_marketing/streams/async_job_manager.py @@ -148,4 +148,4 @@ def _update_api_throttle_limit(self): respond with empty list of data so api use "x-fb-ads-insights-throttle" header to update current insights throttle limit. """ - self._api.account(account_id=self._account_id).get_insights() + self._api.get_account(account_id=self._account_id).get_insights() diff --git a/source-facebook-marketing/source_facebook_marketing/streams/base_insight_streams.py b/source-facebook-marketing/source_facebook_marketing/streams/base_insight_streams.py index 9039a68a2a..720eb015e1 100644 --- a/source-facebook-marketing/source_facebook_marketing/streams/base_insight_streams.py +++ b/source-facebook-marketing/source_facebook_marketing/streams/base_insight_streams.py @@ -59,6 +59,7 @@ def __init__( breakdowns: List[str] = None, action_breakdowns: List[str] = None, action_breakdowns_allow_empty: bool = False, + insights_job_timeout: int = 60, time_increment: Optional[int] = None, insights_lookback_window: int = None, level: str = "ad", @@ -80,7 +81,7 @@ def __init__( self._new_class_name = name self._insights_lookback_window = insights_lookback_window self.level = level - + self._insights_job_timeout = insights_job_timeout # state self._cursor_values: Optional[Mapping[str, pendulum.Date]] = None self._next_cursor_values = self._get_start_date() @@ -107,6 +108,10 @@ def insights_lookback_period(self): """ return pendulum.duration(days=self._insights_lookback_window) + @property + def insights_job_timeout(self): + return pendulum.duration(minutes=self._insights_job_timeout) + def list_objects(self, params: Mapping[str, Any]) -> Iterable: """Because insights has very different read_records we don't need this method anymore""" @@ -225,7 +230,6 @@ def _generate_async_jobs(self, params: Mapping, account_id: str) -> Iterator[Asy edge_object=self._api.get_account(account_id=account_id), interval=interval, params=params, - job_timeout=self.insights_job_timeout, ) def check_breakdowns(self, account_id): @@ -258,9 +262,17 @@ def stream_slices( if stream_state: self.state = stream_state - manager = InsightAsyncJobManager(api=self._api, jobs=self._generate_async_jobs(params=self.request_params())) - for job in manager.completed_jobs(): - yield {"insight_job": job} + for account_id in self._account_ids: + try: + manager = InsightAsyncJobManager( + api=self._api, + jobs=self._generate_async_jobs(params=self.request_params(), account_id=account_id), + account_id=account_id, + ) + for job in manager.completed_jobs(): + yield {"insight_job": job, "account_id": account_id} + except Exception as e: + raise e def _get_start_date(self) -> pendulum.Date: """Get start date to begin sync with. It is not that trivial as it might seem. diff --git a/source-facebook-marketing/source_facebook_marketing/streams/base_streams.py b/source-facebook-marketing/source_facebook_marketing/streams/base_streams.py index c9e6baa2f1..1d6ab128ca 100644 --- a/source-facebook-marketing/source_facebook_marketing/streams/base_streams.py +++ b/source-facebook-marketing/source_facebook_marketing/streams/base_streams.py @@ -359,7 +359,9 @@ def read_records( - update state only when we reach the end - stop reading when we reached the end """ - records_iter = self.list_objects(params=self.request_params(stream_state=stream_state)) + account_id = stream_slice["account_id"] + + records_iter = self.list_objects(params=self.request_params(stream_state=stream_state), account_id=account_id) for record in records_iter: record_cursor_value = pendulum.parse(record[self.cursor_field]) if self._cursor_value and record_cursor_value < self._cursor_value: diff --git a/source-facebook-marketing/source_facebook_marketing/streams/streams.py b/source-facebook-marketing/source_facebook_marketing/streams/streams.py index c056f2a49e..1f7d4608b8 100644 --- a/source-facebook-marketing/source_facebook_marketing/streams/streams.py +++ b/source-facebook-marketing/source_facebook_marketing/streams/streams.py @@ -145,24 +145,12 @@ def list_objects(self, params: Mapping[str, Any], account_id: str) -> Iterable: def _state_filter(self, stream_state: Mapping[str, Any]) -> Mapping[str, Any]: """Additional filters associated with state if any set""" state_value = stream_state.get(self.cursor_field) - if stream_state: - since = pendulum.parse(state_value) - elif self._start_date: - since = self._start_date - else: - # if start_date is not specified then do not use date filters - return {} + since = self._start_date if not state_value else pendulum.parse(state_value) - potentially_new_records_in_the_past = self._filter_statuses and ( - set(self._filter_statuses) - set(stream_state.get("filter_statuses", [])) - ) + potentially_new_records_in_the_past = self._include_deleted and not stream_state.get("include_deleted", False) if potentially_new_records_in_the_past: - self.logger.info(f"Ignoring bookmark for {self.name} because of enabled `filter_statuses` option") - if self._start_date: - since = self._start_date - else: - # if start_date is not specified then do not use date filters - return {} + self.logger.info(f"Ignoring bookmark for {self.name} because of enabled `include_deleted` option") + since = self._start_date return {"since": since.int_timestamp} diff --git a/source-facebook-marketing/test.flow.yaml b/source-facebook-marketing/test.flow.yaml index c599739449..08f3be5ff5 100644 --- a/source-facebook-marketing/test.flow.yaml +++ b/source-facebook-marketing/test.flow.yaml @@ -27,62 +27,62 @@ captures: cursorField: - updated_time target: acmeCo/ads - - resource: - stream: ad_creatives - syncMode: full_refresh - target: acmeCo/ad_creatives - - resource: - stream: ads_insights - syncMode: incremental - cursorField: - - date_start - target: acmeCo/ads_insights - - resource: - stream: ads_insights_age_and_gender - syncMode: incremental - cursorField: - - date_start - target: acmeCo/ads_insights_age_and_gender - - resource: - stream: ads_insights_country - syncMode: incremental - cursorField: - - date_start - target: acmeCo/ads_insights_country - - resource: - stream: ads_insights_region - syncMode: incremental - cursorField: - - date_start - target: acmeCo/ads_insights_region - - resource: - stream: ads_insights_dma - syncMode: incremental - cursorField: - - date_start - target: acmeCo/ads_insights_dma - - resource: - stream: ads_insights_platform_and_device - syncMode: incremental - cursorField: - - date_start - target: acmeCo/ads_insights_platform_and_device - - resource: - stream: ads_insights_action_type - syncMode: incremental - cursorField: - - date_start - target: acmeCo/ads_insights_action_type + # - resource: + # stream: ad_creatives + # syncMode: full_refresh + # target: acmeCo/ad_creatives + # - resource: + # stream: ads_insights + # syncMode: incremental + # cursorField: + # - date_start + # target: acmeCo/ads_insights + # - resource: + # stream: ads_insights_age_and_gender + # syncMode: incremental + # cursorField: + # - date_start + # target: acmeCo/ads_insights_age_and_gender + # - resource: + # stream: ads_insights_country + # syncMode: incremental + # cursorField: + # - date_start + # target: acmeCo/ads_insights_country + # - resource: + # stream: ads_insights_region + # syncMode: incremental + # cursorField: + # - date_start + # target: acmeCo/ads_insights_region + # - resource: + # stream: ads_insights_dma + # syncMode: incremental + # cursorField: + # - date_start + # target: acmeCo/ads_insights_dma + # - resource: + # stream: ads_insights_platform_and_device + # syncMode: incremental + # cursorField: + # - date_start + # target: acmeCo/ads_insights_platform_and_device + # - resource: + # stream: ads_insights_action_type + # syncMode: incremental + # cursorField: + # - date_start + # target: acmeCo/ads_insights_action_type - resource: stream: campaigns syncMode: incremental cursorField: - updated_time target: acmeCo/campaigns - - resource: - stream: custom_conversions - syncMode: full_refresh - target: acmeCo/custom_conversions + # - resource: + # stream: custom_conversions + # syncMode: full_refresh + # target: acmeCo/custom_conversions - resource: stream: images syncMode: incremental @@ -101,9 +101,3 @@ captures: cursorField: - event_time target: acmeCo/activities - - resource: - stream: customads_insights_publisher_platform - syncMode: incremental - cursorField: - - date_start - target: acmeCo/customads_insights_publisher_platform From 332d3ec5bfa3e33a528a9ba5323540ee767e934f Mon Sep 17 00:00:00 2001 From: Luishfs Date: Thu, 14 Nov 2024 16:38:06 -0300 Subject: [PATCH 4/4] source-facebook-marketing: removing old tests --- estuary-cdk/common.Dockerfile | 2 +- source-facebook-marketing/test.flow.yaml | 100 ++-- source-facebook-marketing/tests/conftest.py | 58 --- source-facebook-marketing/tests/helpers.py | 5 - .../snapshots__discover__capture.stdout.json | 6 +- .../snapshots__spec__capture.stdout.json | 13 +- source-facebook-marketing/tests/test_api.py | 141 ------ .../tests/test_async_job.py | 454 ----------------- .../tests/test_async_job_manager.py | 176 ------- .../tests/test_base_insight_streams.py | 459 ------------------ .../tests/test_base_streams.py | 149 ------ .../tests/test_client.py | 253 ---------- .../tests/test_deep_merge.py | 42 -- .../tests/test_source.py | 153 ------ .../tests/test_streams.py | 110 ----- source-facebook-marketing/tests/test_utils.py | 51 -- source-facebook-marketing/tests/utils.py | 19 - 17 files changed, 61 insertions(+), 2130 deletions(-) delete mode 100644 source-facebook-marketing/tests/conftest.py delete mode 100644 source-facebook-marketing/tests/helpers.py delete mode 100644 source-facebook-marketing/tests/test_api.py delete mode 100644 source-facebook-marketing/tests/test_async_job.py delete mode 100644 source-facebook-marketing/tests/test_async_job_manager.py delete mode 100644 source-facebook-marketing/tests/test_base_insight_streams.py delete mode 100644 source-facebook-marketing/tests/test_base_streams.py delete mode 100644 source-facebook-marketing/tests/test_client.py delete mode 100644 source-facebook-marketing/tests/test_deep_merge.py delete mode 100644 source-facebook-marketing/tests/test_source.py delete mode 100644 source-facebook-marketing/tests/test_streams.py delete mode 100644 source-facebook-marketing/tests/test_utils.py delete mode 100644 source-facebook-marketing/tests/utils.py diff --git a/estuary-cdk/common.Dockerfile b/estuary-cdk/common.Dockerfile index f611ecad2d..49cd1270fa 100644 --- a/estuary-cdk/common.Dockerfile +++ b/estuary-cdk/common.Dockerfile @@ -1,5 +1,5 @@ # syntax=docker/dockerfile:1 -FROM python:3.12-slim as base +FROM python:3.11 as base FROM base as builder ARG CONNECTOR_NAME diff --git a/source-facebook-marketing/test.flow.yaml b/source-facebook-marketing/test.flow.yaml index 08f3be5ff5..9186a7bf84 100644 --- a/source-facebook-marketing/test.flow.yaml +++ b/source-facebook-marketing/test.flow.yaml @@ -27,62 +27,62 @@ captures: cursorField: - updated_time target: acmeCo/ads - # - resource: - # stream: ad_creatives - # syncMode: full_refresh - # target: acmeCo/ad_creatives - # - resource: - # stream: ads_insights - # syncMode: incremental - # cursorField: - # - date_start - # target: acmeCo/ads_insights - # - resource: - # stream: ads_insights_age_and_gender - # syncMode: incremental - # cursorField: - # - date_start - # target: acmeCo/ads_insights_age_and_gender - # - resource: - # stream: ads_insights_country - # syncMode: incremental - # cursorField: - # - date_start - # target: acmeCo/ads_insights_country - # - resource: - # stream: ads_insights_region - # syncMode: incremental - # cursorField: - # - date_start - # target: acmeCo/ads_insights_region - # - resource: - # stream: ads_insights_dma - # syncMode: incremental - # cursorField: - # - date_start - # target: acmeCo/ads_insights_dma - # - resource: - # stream: ads_insights_platform_and_device - # syncMode: incremental - # cursorField: - # - date_start - # target: acmeCo/ads_insights_platform_and_device - # - resource: - # stream: ads_insights_action_type - # syncMode: incremental - # cursorField: - # - date_start - # target: acmeCo/ads_insights_action_type + - resource: + stream: ad_creatives + syncMode: full_refresh + target: acmeCo/ad_creatives + - resource: + stream: ads_insights + syncMode: incremental + cursorField: + - date_start + target: acmeCo/ads_insights + - resource: + stream: ads_insights_age_and_gender + syncMode: incremental + cursorField: + - date_start + target: acmeCo/ads_insights_age_and_gender + - resource: + stream: ads_insights_country + syncMode: incremental + cursorField: + - date_start + target: acmeCo/ads_insights_country + - resource: + stream: ads_insights_region + syncMode: incremental + cursorField: + - date_start + target: acmeCo/ads_insights_region + - resource: + stream: ads_insights_dma + syncMode: incremental + cursorField: + - date_start + target: acmeCo/ads_insights_dma + - resource: + stream: ads_insights_platform_and_device + syncMode: incremental + cursorField: + - date_start + target: acmeCo/ads_insights_platform_and_device + - resource: + stream: ads_insights_action_type + syncMode: incremental + cursorField: + - date_start + target: acmeCo/ads_insights_action_type - resource: stream: campaigns syncMode: incremental cursorField: - updated_time target: acmeCo/campaigns - # - resource: - # stream: custom_conversions - # syncMode: full_refresh - # target: acmeCo/custom_conversions + - resource: + stream: custom_conversions + syncMode: full_refresh + target: acmeCo/custom_conversions - resource: stream: images syncMode: incremental diff --git a/source-facebook-marketing/tests/conftest.py b/source-facebook-marketing/tests/conftest.py deleted file mode 100644 index 3d9f3087c7..0000000000 --- a/source-facebook-marketing/tests/conftest.py +++ /dev/null @@ -1,58 +0,0 @@ -# -# Copyright (c) 2023 Airbyte, Inc., all rights reserved. -# - -import pendulum -from facebook_business import FacebookAdsApi, FacebookSession -from pytest import fixture -from source_facebook_marketing.api import API - -FB_API_VERSION = FacebookAdsApi.API_VERSION - - -@fixture(autouse=True) -def time_sleep_mock(mocker): - time_mock = mocker.patch("time.sleep") - yield time_mock - - -@fixture(scope="session", name="account_id") -def account_id_fixture(): - return "unknown_account" - - -@fixture(scope="session", name="some_config") -def some_config_fixture(account_id): - return {"start_date": "2021-01-23T00:00:00Z", "account_ids": [f"{account_id}"], "access_token": "unknown_token"} - - -@fixture(autouse=True) -def mock_default_sleep_interval(mocker): - mocker.patch("source_facebook_marketing.streams.common.DEFAULT_SLEEP_INTERVAL", return_value=pendulum.duration(seconds=5)) - - -@fixture(name="fb_account_response") -def fb_account_response_fixture(account_id): - return { - "json": { - "data": [ - { - "account_id": account_id, - "id": f"act_{account_id}", - } - ], - "paging": {"cursors": {"before": "MjM4NDYzMDYyMTcyNTAwNzEZD", "after": "MjM4NDYzMDYyMTcyNTAwNzEZD"}}, - }, - "status_code": 200, - } - - -@fixture(name="api") -def api_fixture(some_config, requests_mock, fb_account_response): - api = API(access_token=some_config["access_token"]) - - requests_mock.register_uri("GET", FacebookSession.GRAPH + f"/{FB_API_VERSION}/me/adaccounts", [fb_account_response]) - requests_mock.register_uri( - "GET", FacebookSession.GRAPH + f"/{FB_API_VERSION}/act_{some_config['account_ids'][0]}/", [fb_account_response] - ) - return api diff --git a/source-facebook-marketing/tests/helpers.py b/source-facebook-marketing/tests/helpers.py deleted file mode 100644 index db48914fde..0000000000 --- a/source-facebook-marketing/tests/helpers.py +++ /dev/null @@ -1,5 +0,0 @@ -# -# Copyright (c) 2023 Airbyte, Inc., all rights reserved. -# - -# diff --git a/source-facebook-marketing/tests/snapshots/snapshots__discover__capture.stdout.json b/source-facebook-marketing/tests/snapshots/snapshots__discover__capture.stdout.json index acfcc9ce13..1a22c75ec8 100644 --- a/source-facebook-marketing/tests/snapshots/snapshots__discover__capture.stdout.json +++ b/source-facebook-marketing/tests/snapshots/snapshots__discover__capture.stdout.json @@ -38852,11 +38852,7 @@ ] }, "key": [ - "/object_id", - "/actor_id", - "/application_id", - "/event_time", - "/event_type" + "/actor_id" ] }, { diff --git a/source-facebook-marketing/tests/snapshots/snapshots__spec__capture.stdout.json b/source-facebook-marketing/tests/snapshots/snapshots__spec__capture.stdout.json index 4346484d51..f90b529a1c 100644 --- a/source-facebook-marketing/tests/snapshots/snapshots__spec__capture.stdout.json +++ b/source-facebook-marketing/tests/snapshots/snapshots__spec__capture.stdout.json @@ -5,14 +5,19 @@ "title": "Source Facebook Marketing", "type": "object", "properties": { - "account_id": { - "title": "Account ID", + "account_ids": { + "title": "Account IDs", "description": "The Facebook Ad account ID to use when pulling data from the Facebook Marketing API. Open your Meta Ads Manager. The Ad account ID number is in the account dropdown menu or in your browser's address bar. See the docs for more information.", "order": 0, "examples": [ "111111111111111" ], - "type": "string" + "type": "array", + "items": { + "type": "string", + "pattern": "^[0-9]+$" + }, + "uniqueItems": true }, "start_date": { "title": "Start Date", @@ -406,7 +411,7 @@ } }, "required": [ - "account_id", + "account_ids", "start_date", "credentials" ] diff --git a/source-facebook-marketing/tests/test_api.py b/source-facebook-marketing/tests/test_api.py deleted file mode 100644 index 29b2ccbfaa..0000000000 --- a/source-facebook-marketing/tests/test_api.py +++ /dev/null @@ -1,141 +0,0 @@ -# -# Copyright (c) 2023 Airbyte, Inc., all rights reserved. -# - -import pendulum -import pytest -import source_facebook_marketing -from facebook_business import FacebookAdsApi, FacebookSession -from facebook_business.adobjects.adaccount import AdAccount - -FB_API_VERSION = FacebookAdsApi.API_VERSION - - -class TestMyFacebookAdsApi: - @pytest.fixture - def fb_api(self): - return source_facebook_marketing.api.MyFacebookAdsApi.init(access_token="foo", crash_log=False) - - @pytest.mark.parametrize( - "max_rate,max_pause_interval,min_pause_interval,usage,pause_interval,expected_pause_interval", - [ - ( - 95, - pendulum.duration(minutes=5), - pendulum.duration(minutes=1), - 96, - pendulum.duration(minutes=6), - pendulum.duration(minutes=6), - ), - ( - 95, - pendulum.duration(minutes=5), - pendulum.duration(minutes=2), - 96, - pendulum.duration(minutes=1), - pendulum.duration(minutes=5), - ), - ( - 95, - pendulum.duration(minutes=5), - pendulum.duration(minutes=1), - 93, - pendulum.duration(minutes=4), - pendulum.duration(minutes=4), - ), - ], - ) - def test__compute_pause_interval( - self, mocker, fb_api, max_rate, max_pause_interval, min_pause_interval, usage, pause_interval, expected_pause_interval - ): - mocker.patch.object(fb_api, "MAX_RATE", max_rate) - mocker.patch.object(fb_api, "MAX_PAUSE_INTERVAL", max_pause_interval) - mocker.patch.object(fb_api, "MIN_PAUSE_INTERVAL", min_pause_interval) - computed_pause_interval = fb_api._compute_pause_interval(usage, pause_interval) - assert computed_pause_interval == expected_pause_interval - - @pytest.mark.parametrize( - "min_pause_interval,usages_pause_intervals,expected_output", - [ - ( - pendulum.duration(minutes=1), # min_pause_interval - [(5, pendulum.duration(minutes=6)), (7, pendulum.duration(minutes=5))], # usages_pause_intervals - (7, pendulum.duration(minutes=6)), # expected_output - ), - ( - pendulum.duration(minutes=10), # min_pause_interval - [(5, pendulum.duration(minutes=6)), (7, pendulum.duration(minutes=5))], # usages_pause_intervals - (7, pendulum.duration(minutes=10)), # expected_output - ), - ( - pendulum.duration(minutes=10), # min_pause_interval - [ # usages_pause_intervals - (9, pendulum.duration(minutes=6)), - ], - (9, pendulum.duration(minutes=10)), # expected_output - ), - ( - pendulum.duration(minutes=10), # min_pause_interval - [ # usages_pause_intervals - (-1, pendulum.duration(minutes=1)), - (-2, pendulum.duration(minutes=10)), - (-3, pendulum.duration(minutes=100)), - ], - (0, pendulum.duration(minutes=100)), # expected_output - ), - ], - ) - def test__get_max_usage_pause_interval_from_batch(self, mocker, fb_api, min_pause_interval, usages_pause_intervals, expected_output): - records = [ - {"headers": [{"name": "USAGE", "value": usage}, {"name": "PAUSE_INTERVAL", "value": pause_interval}]} - for usage, pause_interval in usages_pause_intervals - ] - - mock_parse_call_rate_header = mocker.Mock(side_effect=usages_pause_intervals) - mocker.patch.object(fb_api, "_parse_call_rate_header", mock_parse_call_rate_header) - mocker.patch.object(fb_api, "MIN_PAUSE_INTERVAL", min_pause_interval) - - output = fb_api._get_max_usage_pause_interval_from_batch(records) - fb_api._parse_call_rate_header.assert_called_with( - {"usage": usages_pause_intervals[-1][0], "pause_interval": usages_pause_intervals[-1][1]} - ) - assert output == expected_output - - @pytest.mark.parametrize( - "params,min_rate,usage,expect_sleep", - [ - (["batch"], 0, 1, True), - (["batch"], 0, 0, True), - (["batch"], 2, 1, False), - (["not_batch"], 0, 1, True), - (["not_batch"], 0, 0, True), - (["not_batch"], 2, 1, False), - ], - ) - def test__handle_call_rate_limit(self, mocker, fb_api, params, min_rate, usage, expect_sleep): - pause_interval = 1 - mock_response = mocker.Mock() - - mocker.patch.object(fb_api, "MIN_RATE", min_rate) - mocker.patch.object(fb_api, "_get_max_usage_pause_interval_from_batch", mocker.Mock(return_value=(usage, pause_interval))) - mocker.patch.object(fb_api, "_parse_call_rate_header", mocker.Mock(return_value=(usage, pause_interval))) - mocker.patch.object(fb_api, "_compute_pause_interval") - mocker.patch.object(source_facebook_marketing.api, "logger") - mocker.patch.object(source_facebook_marketing.api, "sleep") - assert fb_api._handle_call_rate_limit(mock_response, params) is None - if "batch" in params: - fb_api._get_max_usage_pause_interval_from_batch.assert_called_with(mock_response.json.return_value) - else: - fb_api._parse_call_rate_header.assert_called_with(mock_response.headers.return_value) - if expect_sleep: - fb_api._compute_pause_interval.assert_called_with(usage=usage, pause_interval=pause_interval) - source_facebook_marketing.api.sleep.assert_called_with(fb_api._compute_pause_interval.return_value.total_seconds()) - source_facebook_marketing.api.logger.warning.assert_called_with( - f"Utilization is too high ({usage})%, pausing for {fb_api._compute_pause_interval.return_value}" - ) - - def test_find_account(self, api, account_id, requests_mock): - requests_mock.register_uri("GET", FacebookSession.GRAPH + f"/{FB_API_VERSION}/act_{account_id}/", [{"json": {"id": "act_test"}}]) - account = api.get_account(account_id) - assert isinstance(account, AdAccount) - assert account.get_id() == "act_test" diff --git a/source-facebook-marketing/tests/test_async_job.py b/source-facebook-marketing/tests/test_async_job.py deleted file mode 100644 index 625ba3ad69..0000000000 --- a/source-facebook-marketing/tests/test_async_job.py +++ /dev/null @@ -1,454 +0,0 @@ -# -# Copyright (c) 2023 Airbyte, Inc., all rights reserved. -# - -import copy -import time -from typing import Iterator - -import pendulum -import pytest -from facebook_business.adobjects.ad import Ad -from facebook_business.adobjects.adaccount import AdAccount -from facebook_business.adobjects.adreportrun import AdReportRun -from facebook_business.adobjects.adset import AdSet -from facebook_business.adobjects.adsinsights import AdsInsights -from facebook_business.adobjects.campaign import Campaign -from facebook_business.api import FacebookAdsApiBatch, FacebookBadObjectError -from source_facebook_marketing.api import MyFacebookAdsApi -from source_facebook_marketing.streams.async_job import InsightAsyncJob, ParentAsyncJob, Status, update_in_batch - - -@pytest.fixture(name="adreport") -def adreport_fixture(mocker, api): - ao = AdReportRun(fbid="123", api=api) - ao["report_run_id"] = "123" - mocker.patch.object(ao, "api_get", side_effect=ao.api_get) - mocker.patch.object(ao, "get_result", side_effect=ao.get_result) - return ao - - -@pytest.fixture(name="account") -def account_fixture(mocker, adreport): - account = mocker.Mock(spec=AdAccount) - account.get_insights.return_value = adreport - return account - - -@pytest.fixture(name="job") -def job_fixture(api, account): - params = { - "level": "ad", - "action_breakdowns": [], - "breakdowns": [], - "fields": ["field1", "field2"], - "time_increment": 1, - "action_attribution_windows": [], - } - interval = pendulum.Interval(pendulum.Date(2019, 1, 1), pendulum.Date(2019, 1, 1)) - - return InsightAsyncJob(edge_object=account, api=api, interval=interval, params=params) - - -@pytest.fixture(name="grouped_jobs") -def grouped_jobs_fixture(mocker): - return [mocker.Mock(spec=InsightAsyncJob, attempt_number=1, failed=False, completed=False, elapsed_time=None) for _ in range(10)] - - -@pytest.fixture(name="parent_job") -def parent_job_fixture(api, grouped_jobs): - interval = pendulum.Interval(pendulum.Date(2019, 1, 1), pendulum.Date(2019, 1, 1)) - return ParentAsyncJob(api=api, jobs=grouped_jobs, interval=interval) - - -@pytest.fixture(name="started_job") -def started_job_fixture(job, adreport, mocker): - adreport["async_status"] = Status.RUNNING.value - adreport["async_percent_completion"] = 0 - mocker.patch.object(job, "update_job", wraps=job.update_job) - job.start() - - return job - - -@pytest.fixture(name="completed_job") -def completed_job_fixture(started_job, adreport): - adreport["async_status"] = Status.COMPLETED.value - adreport["async_percent_completion"] = 100 - started_job.update_job() - - return started_job - - -@pytest.fixture(name="late_job") -def late_job_fixture(started_job, adreport): - adreport["async_status"] = Status.COMPLETED.value - adreport["async_percent_completion"] = 100 - started_job.update_job() - - return started_job - - -@pytest.fixture(name="failed_job") -def failed_job_fixture(started_job, adreport): - adreport["async_status"] = Status.FAILED.value - adreport["async_percent_completion"] = 0 - started_job.update_job() - - return started_job - - -@pytest.fixture(name="api") -def api_fixture(mocker): - api = mocker.Mock(spec=MyFacebookAdsApi) - api.call().json.return_value = {} - api.call().error.return_value = False - - return api - - -@pytest.fixture(name="batch") -def batch_fixture(api, mocker): - batch = FacebookAdsApiBatch(api=api) - mocker.patch.object(batch, "execute", wraps=batch.execute) - api.new_batch.return_value = batch - - return batch - - -class TestUpdateInBatch: - """Test update_in_batch""" - - def test_less_jobs(self, api, started_job, batch): - """Should update all jobs when number of jobs less than max size of batch""" - jobs = [started_job for _ in range(49)] - - update_in_batch(api=api, jobs=jobs) - - assert started_job.update_job.call_count == 49 - assert len(api.new_batch.return_value) == 49 - batch.execute.assert_called_once() - - def test_more_jobs(self, api, started_job, batch): - """Should update all jobs when number of jobs greater than max size of batch""" - second_batch = copy.deepcopy(batch) - jobs = [started_job for _ in range(55)] - api.new_batch.return_value = None - api.new_batch.side_effect = [batch, second_batch] - - update_in_batch(api=api, jobs=jobs) - - assert started_job.update_job.call_count == 55 - assert len(batch) == 50 - batch.execute.assert_called_once() - assert len(second_batch) == 5 - second_batch.execute.assert_called_once() - - def test_failed_execution(self, api, started_job, batch): - """Should execute batch until there are no failed tasks""" - jobs = [started_job for _ in range(49)] - batch.execute.side_effect = [batch, batch, None] - - update_in_batch(api=api, jobs=jobs) - - assert started_job.update_job.call_count == 49 - assert len(api.new_batch.return_value) == 49 - assert batch.execute.call_count == 3 - - -class TestInsightAsyncJob: - """Test InsightAsyncJob class""" - - def test_start(self, job): - job.start() - - assert job._job - assert job.elapsed_time - - def test_start_already_started(self, job): - job.start() - - with pytest.raises(RuntimeError, match=r": Incorrect usage of start - the job already started, use restart instead"): - job.start() - - def test_restart(self, failed_job, api, adreport): - assert failed_job.attempt_number == 1 - - failed_job.restart() - - assert not failed_job.failed, "restart should reset fail flag" - assert failed_job.attempt_number == 2 - - def test_restart_when_job_not_failed(self, job, api): - job.start() - assert not job.failed - - with pytest.raises(RuntimeError, match=r": Incorrect usage of restart - only failed jobs can be restarted"): - job.restart() - - def test_restart_when_job_not_started(self, job): - with pytest.raises(RuntimeError, match=r": Incorrect usage of restart - only failed jobs can be restarted"): - job.restart() - - def test_update_job_not_started(self, job): - with pytest.raises(RuntimeError, match=r": Incorrect usage of the method - the job is not started"): - job.update_job() - - def test_update_job_on_completed_job(self, completed_job, adreport): - completed_job.update_job() - - adreport.api_get.assert_called_once() - - def test_update_job(self, started_job, adreport): - started_job.update_job() - - adreport.api_get.assert_called_once() - - def test_update_job_expired(self, started_job, adreport, mocker): - mocker.patch.object(started_job, "job_timeout", new=pendulum.Duration()) - - started_job.update_job() - assert started_job.failed - - def test_update_job_with_batch(self, started_job, adreport, mocker): - response = mocker.Mock() - - response.json.return_value = { - "id": "1128003977936306", - "account_id": "212551616838260", - "time_ref": 1642989751, - "time_completed": 1642989754, - "async_status": "Job Completed", - "async_percent_completion": 100, - "date_start": "2021-02-24", - "date_stop": "2021-02-24", - } - response.body.return_value = "Some error" - batch_mock = mocker.Mock(spec=FacebookAdsApiBatch) - - started_job.update_job(batch=batch_mock) - - adreport.api_get.assert_called_once() - args, kwargs = adreport.api_get.call_args - assert kwargs["batch"] == batch_mock - - kwargs["success"](response) - assert started_job.completed - - kwargs["failure"](response) - - def test_elapsed_time(self, job, api, adreport): - assert job.elapsed_time is None, "should be None for the job that is not started" - - job.start() - adreport["async_status"] = Status.COMPLETED.value - adreport["async_percent_completion"] = 0 - job.update_job() - - assert job.elapsed_time, "should be set for the job that is running" - - elapsed_1 = job.elapsed_time - time.sleep(1) - elapsed_2 = job.elapsed_time - - assert elapsed_2 == elapsed_1, "should not change after job completed" - - def test_completed_without_start(self, job, api, adreport): - assert not job.completed - assert not job.failed - - def test_completed_ok(self, completed_job, api, adreport): - assert completed_job.completed, "should return True if the job was completed" - assert not completed_job.failed, "failed should be set to False" - - def test_completed_failed(self, failed_job, api, adreport): - assert failed_job.completed - assert failed_job.failed - - def test_completed_skipped(self, failed_job, api, adreport): - adreport["async_status"] = Status.SKIPPED.value - assert failed_job.completed - assert failed_job.failed - - def test_failed_no(self, job): - assert not job.failed, "should return False for active job" - - def test_failed_yes(self, failed_job): - assert failed_job.failed, "should return True if the job previously failed" - - def test_str(self, api, account): - interval = pendulum.Interval(pendulum.Date(2010, 1, 1), pendulum.Date(2011, 1, 1)) - job = InsightAsyncJob( - edge_object=account, - api=api, - params={"breakdowns": [10, 20]}, - interval=interval, - ) - - assert str(job) == f"InsightAsyncJob(id=, {account}, time_range= 2011-01-01]>, breakdowns=[10, 20])" - - def test_get_result(self, job, adreport, api): - job.start() - api.call().json.return_value = {"data": [{"some_data": 123}, {"some_data": 77}]} - - result = job.get_result() - - adreport.get_result.assert_called_once() - assert len(result) == 2 - assert isinstance(result[0], AdsInsights) - assert result[0].export_all_data() == {"some_data": 123} - assert result[1].export_all_data() == {"some_data": 77} - - def test_get_result_retried(self, mocker, job, api): - job.start() - api.call().json.return_value = {"data": [{"some_data": 123}, {"some_data": 77}]} - ads_insights = AdsInsights(api=api) - ads_insights._set_data({"items": [{"some_data": 123}, {"some_data": 77}]}) - with mocker.patch( - "facebook_business.adobjects.objectparser.ObjectParser.parse_multiple", - side_effect=[FacebookBadObjectError("Bad data to set object data"), ads_insights], - ): - # in case this is not retried, an error will be raised - job.get_result() - - def test_get_result_when_job_is_not_started(self, job): - with pytest.raises(RuntimeError, match=r"Incorrect usage of get_result - the job is not started or failed"): - job.get_result() - - def test_get_result_when_job_is_failed(self, failed_job): - with pytest.raises(RuntimeError, match=r"Incorrect usage of get_result - the job is not started or failed"): - failed_job.get_result() - - @pytest.mark.parametrize( - ("edge_class", "next_edge_class", "id_field"), - [ - (AdAccount, Campaign, "campaign_id"), - (Campaign, AdSet, "adset_id"), - (AdSet, Ad, "ad_id"), - ], - ) - def test_split_job(self, mocker, api, edge_class, next_edge_class, id_field): - """Test that split will correctly downsize edge_object""" - today = pendulum.today().date() - start, end = today - pendulum.duration(days=365 * 3 + 20), today - pendulum.duration(days=365 * 3 + 10) - params = {"time_increment": 1, "breakdowns": []} - job = InsightAsyncJob(api=api, edge_object=edge_class(1), interval=pendulum.Interval(start, end), params=params) - mocker.patch.object(edge_class, "get_insights", return_value=[{id_field: 1}, {id_field: 2}, {id_field: 3}]) - - small_jobs = job.split_job() - - edge_class.get_insights.assert_called_once_with( - params={ - "breakdowns": [], - "fields": [id_field], - "level": next_edge_class.__name__.lower(), - "time_range": {"since": (today - pendulum.duration(months=37)).to_date_string(), "until": end.to_date_string()}, - } - ) - assert len(small_jobs) == 3 - assert all(j.interval == job.interval for j in small_jobs) - for i, small_job in enumerate(small_jobs, start=1): - assert small_job._params["time_range"] == job._params["time_range"] - assert str(small_job) == f"InsightAsyncJob(id=, {next_edge_class(i)}, time_range={job.interval}, breakdowns={[]})" - - def test_split_job_smallest(self, mocker, api): - """Test that split will correctly downsize edge_object""" - interval = pendulum.Interval(pendulum.Date(2010, 1, 1), pendulum.Date(2010, 1, 10)) - params = {"time_increment": 1, "breakdowns": []} - job = InsightAsyncJob(api=api, edge_object=Ad(1), interval=interval, params=params) - - with pytest.raises(ValueError, match="The job is already splitted to the smallest size."): - job.split_job() - - -class TestParentAsyncJob: - def test_start(self, parent_job, grouped_jobs): - parent_job.start() - for job in grouped_jobs: - job.start.assert_called_once() - - def test_restart(self, parent_job, grouped_jobs): - assert not parent_job.failed, "initially not failed" - - # fail some jobs - grouped_jobs[0].failed = True - grouped_jobs[0].attempt_number = 2 - grouped_jobs[5].failed = True - grouped_jobs[0].attempt_number = 2 - grouped_jobs[6].attempt_number = 3 - - assert parent_job.failed, "should be failed if any job failed" - parent_job.restart() - assert parent_job.failed - assert parent_job.attempt_number == 3, "restart should be max value of all jobs" - - def test_completed(self, parent_job, grouped_jobs): - assert not parent_job.completed, "initially not completed" - - # complete some jobs - grouped_jobs[0].completed = True - grouped_jobs[5].completed = True - - assert not parent_job.completed, "not completed until all jobs completed" - - # complete all jobs - for job in grouped_jobs: - job.completed = True - - assert parent_job.completed, "completed because all jobs completed" - - def test_update_job(self, parent_job, grouped_jobs, api, batch): - """Checks jobs status in advance and restart if some failed.""" - parent_job.update_job() - - # assert - for job in grouped_jobs: - job.update_job.assert_called_once_with(batch=batch) - - def test_get_result(self, parent_job, grouped_jobs): - """Retrieve result of the finished job.""" - for job in grouped_jobs: - job.get_result.return_value = [] - grouped_jobs[0].get_result.return_value = range(3, 8) - grouped_jobs[6].get_result.return_value = range(4, 11) - - generator = parent_job.get_result() - - assert isinstance(generator, Iterator) - assert list(generator) == list(range(3, 8)) + list(range(4, 11)) - - def test_split_job(self, parent_job, grouped_jobs, mocker): - grouped_jobs[0].failed = True - grouped_jobs[0].split_job.return_value = [mocker.Mock(spec=InsightAsyncJob), mocker.Mock(spec=InsightAsyncJob)] - grouped_jobs[5].failed = True - grouped_jobs[5].split_job.return_value = [ - mocker.Mock(spec=InsightAsyncJob), - mocker.Mock(spec=InsightAsyncJob), - mocker.Mock(spec=InsightAsyncJob), - ] - - small_jobs = parent_job.split_job() - - assert len(small_jobs) == len(grouped_jobs) + 5 - 2, "each failed job must be replaced with its split" - for i, job in enumerate(grouped_jobs): - if i in (0, 5): - job.split_job.assert_called_once() - else: - job.split_job.assert_not_called() - - def test_split_job_smallest(self, parent_job, grouped_jobs): - grouped_jobs[0].failed = True - grouped_jobs[0].split_job.side_effect = ValueError("Mocking smallest size") - - # arbitrarily testing this X times, the max attempts is handled by async_job_manager rather than the job itself. - count = 0 - while count < 10: - split_jobs = parent_job.split_job() - assert len(split_jobs) == len( - grouped_jobs - ), "attempted to split job at smallest size so should just restart job meaning same no. of jobs" - grouped_jobs[0].attempt_number += 1 - count += 1 - - def test_str(self, parent_job, grouped_jobs): - assert str(parent_job) == f"ParentAsyncJob({grouped_jobs[0]} ... {len(grouped_jobs) - 1} jobs more)" diff --git a/source-facebook-marketing/tests/test_async_job_manager.py b/source-facebook-marketing/tests/test_async_job_manager.py deleted file mode 100644 index 9134766e9f..0000000000 --- a/source-facebook-marketing/tests/test_async_job_manager.py +++ /dev/null @@ -1,176 +0,0 @@ -# -# Copyright (c) 2023 Airbyte, Inc., all rights reserved. -# - -import pytest -from facebook_business.api import FacebookAdsApiBatch -from source_facebook_marketing.api import MyFacebookAdsApi -from source_facebook_marketing.streams.async_job import InsightAsyncJob, ParentAsyncJob -from source_facebook_marketing.streams.async_job_manager import InsightAsyncJobManager -from source_facebook_marketing.streams.common import JobException - - -@pytest.fixture(name="api") -def api_fixture(mocker): - api = mocker.Mock() - api.api.ads_insights_throttle = MyFacebookAdsApi.Throttle(0, 0) - api.api.new_batch.return_value = mocker.MagicMock(spec=FacebookAdsApiBatch) - return api - - -@pytest.fixture(name="time_mock") -def time_mock_fixture(mocker): - return mocker.patch("source_facebook_marketing.streams.async_job_manager.time") - - -@pytest.fixture(name="update_job_mock") -def update_job_mock_fixture(mocker): - return mocker.patch("source_facebook_marketing.streams.async_job_manager.update_in_batch") - - -class TestInsightAsyncManager: - def test_jobs_empty(self, api, some_config): - """Should work event without jobs""" - manager = InsightAsyncJobManager(api=api, jobs=[], account_id=some_config["account_ids"][0]) - jobs = list(manager.completed_jobs()) - assert not jobs - - def test_jobs_completed_immediately(self, api, mocker, time_mock, some_config): - """Manager should emmit jobs without waiting if they completed""" - jobs = [ - mocker.Mock(spec=InsightAsyncJob, attempt_number=1, failed=False), - mocker.Mock(spec=InsightAsyncJob, attempt_number=1, failed=False), - ] - manager = InsightAsyncJobManager(api=api, jobs=jobs, account_id=some_config["account_ids"][0]) - completed_jobs = list(manager.completed_jobs()) - assert jobs == completed_jobs - time_mock.sleep.assert_not_called() - - def test_jobs_wait(self, api, mocker, time_mock, update_job_mock, some_config): - """Manager should return completed jobs and wait for others""" - - def update_job_behaviour(): - jobs[1].completed = True - yield - yield - jobs[0].completed = True - yield - - update_job_mock.side_effect = update_job_behaviour() - jobs = [ - mocker.Mock(spec=InsightAsyncJob, attempt_number=1, failed=False, completed=False), - mocker.Mock(spec=InsightAsyncJob, attempt_number=1, failed=False, completed=False), - ] - manager = InsightAsyncJobManager(api=api, jobs=jobs, account_id=some_config["account_ids"][0]) - - job = next(manager.completed_jobs(), None) - assert job == jobs[1] - time_mock.sleep.assert_not_called() - - job = next(manager.completed_jobs(), None) - assert job == jobs[0] - time_mock.sleep.assert_called_with(InsightAsyncJobManager.JOB_STATUS_UPDATE_SLEEP_SECONDS) - - job = next(manager.completed_jobs(), None) - assert job is None - - def test_job_restarted(self, api, mocker, time_mock, update_job_mock, some_config): - """Manager should restart failed jobs""" - - def update_job_behaviour(): - jobs[1].failed = True - yield - jobs[1].failed = False - jobs[1].completed = True - yield - - update_job_mock.side_effect = update_job_behaviour() - jobs = [ - mocker.Mock(spec=InsightAsyncJob, attempt_number=1, failed=False, completed=True), - mocker.Mock(spec=InsightAsyncJob, attempt_number=1, failed=False, completed=False), - ] - manager = InsightAsyncJobManager(api=api, jobs=jobs, account_id=some_config["account_ids"][0]) - - job = next(manager.completed_jobs(), None) - assert job == jobs[0] - jobs[1].restart.assert_called_once() - - job = next(manager.completed_jobs(), None) - assert job == jobs[1] - - job = next(manager.completed_jobs(), None) - assert job is None - - def test_job_split(self, api, mocker, time_mock, update_job_mock, some_config): - """Manager should split failed jobs when they fail second time""" - - def update_job_behaviour(): - jobs[1].failed = True - jobs[1].attempt_number = 2 - yield from range(10) - - update_job_mock.side_effect = update_job_behaviour() - jobs = [ - mocker.Mock(spec=InsightAsyncJob, attempt_number=1, failed=False, completed=True), - mocker.Mock(spec=InsightAsyncJob, attempt_number=1, failed=False, completed=False), - ] - sub_jobs = [ - mocker.Mock(spec=InsightAsyncJob, attempt_number=1, failed=False, completed=True), - mocker.Mock(spec=InsightAsyncJob, attempt_number=1, failed=False, completed=True), - ] - sub_jobs[0].get_result.return_value = [1, 2] - sub_jobs[1].get_result.return_value = [3, 4] - jobs[1].split_job.return_value = sub_jobs - manager = InsightAsyncJobManager(api=api, jobs=jobs, account_id=some_config["account_ids"][0]) - - job = next(manager.completed_jobs(), None) - assert job == jobs[0] - jobs[1].split_job.assert_called_once() - - job = next(manager.completed_jobs(), None) - assert isinstance(job, ParentAsyncJob) - assert list(job.get_result()) == [1, 2, 3, 4] - - job = next(manager.completed_jobs(), None) - assert job is None - - def test_job_failed_too_many_times(self, api, mocker, time_mock, update_job_mock, some_config): - """Manager should fail when job failed too many times""" - - def update_job_behaviour(): - jobs[1].failed = True - jobs[1].attempt_number = InsightAsyncJobManager.MAX_NUMBER_OF_ATTEMPTS - yield from range(10) - - update_job_mock.side_effect = update_job_behaviour() - jobs = [ - mocker.Mock(spec=InsightAsyncJob, attempt_number=1, failed=False, completed=True), - mocker.Mock(spec=InsightAsyncJob, attempt_number=1, failed=False, completed=False), - ] - manager = InsightAsyncJobManager(api=api, jobs=jobs, account_id=some_config["account_ids"][0]) - - with pytest.raises(JobException, match=f"{jobs[1]}: failed more than {InsightAsyncJobManager.MAX_NUMBER_OF_ATTEMPTS} times."): - next(manager.completed_jobs(), None) - - def test_nested_job_failed_too_many_times(self, api, mocker, time_mock, update_job_mock, some_config): - """Manager should fail when a nested job within a ParentAsyncJob failed too many times""" - - def update_job_behaviour(): - jobs[1].failed = True - sub_jobs[1].failed = True - sub_jobs[1].attempt_number = InsightAsyncJobManager.MAX_NUMBER_OF_ATTEMPTS - yield from range(10) - - update_job_mock.side_effect = update_job_behaviour() - sub_jobs = [ - mocker.Mock(spec=InsightAsyncJob, attempt_number=1, failed=False, completed=True), - mocker.Mock(spec=InsightAsyncJob, attempt_number=1, failed=False, completed=False), - ] - jobs = [ - mocker.Mock(spec=InsightAsyncJob, attempt_number=1, failed=False, completed=True), - mocker.Mock(spec=ParentAsyncJob, _jobs=sub_jobs, attempt_number=1, failed=False, completed=False), - ] - manager = InsightAsyncJobManager(api=api, jobs=jobs, account_id=some_config["account_ids"][0]) - - with pytest.raises(JobException): - next(manager.completed_jobs(), None) \ No newline at end of file diff --git a/source-facebook-marketing/tests/test_base_insight_streams.py b/source-facebook-marketing/tests/test_base_insight_streams.py deleted file mode 100644 index 80b46c69b1..0000000000 --- a/source-facebook-marketing/tests/test_base_insight_streams.py +++ /dev/null @@ -1,459 +0,0 @@ -# -# Copyright (c) 2023 Airbyte, Inc., all rights reserved. -# - -from datetime import datetime - -import pendulum -import pytest -from airbyte_cdk.models import SyncMode -from pendulum import duration -from source_facebook_marketing.streams import AdsInsights -from source_facebook_marketing.streams.async_job import AsyncJob, InsightAsyncJob - - -@pytest.fixture(name="api") -def api_fixture(mocker): - api = mocker.Mock() - api.api.ads_insights_throttle = (0, 0) - return api - - -@pytest.fixture(name="old_start_date") -def old_start_date_fixture(): - return pendulum.now() - duration(months=37 + 1) - - -@pytest.fixture(name="recent_start_date") -def recent_start_date_fixture(): - return pendulum.now() - duration(days=10) - - -@pytest.fixture(name="start_date") -def start_date_fixture(): - return pendulum.now() - duration(months=12) - - -@pytest.fixture(name="async_manager_mock") -def async_manager_mock_fixture(mocker): - mock = mocker.patch("source_facebook_marketing.streams.base_insight_streams.InsightAsyncJobManager") - mock.return_value = mock - return mock - - -@pytest.fixture(name="async_job_mock") -def async_job_mock_fixture(mocker): - mock = mocker.patch("source_facebook_marketing.streams.base_insight_streams.InsightAsyncJob") - mock.side_effect = lambda api, **kwargs: {"api": api, **kwargs} - - -class TestBaseInsightsStream: - def test_init(self, api, some_config): - stream = AdsInsights( - api=api, - account_ids=some_config["account_ids"], - start_date=datetime(2010, 1, 1), - end_date=datetime(2011, 1, 1), - insights_lookback_window=28, - ) - - assert not stream.breakdowns - assert stream.action_breakdowns == ["action_type", "action_target_id", "action_destination"] - assert stream.name == "ads_insights" - assert stream.primary_key == ["date_start", "account_id", "ad_id"] - assert stream.action_report_time == "mixed" - - def test_init_override(self, api, some_config): - stream = AdsInsights( - api=api, - account_ids=some_config["account_ids"], - start_date=datetime(2010, 1, 1), - end_date=datetime(2011, 1, 1), - name="CustomName", - breakdowns=["test1", "test2"], - action_breakdowns=["field1", "field2"], - insights_lookback_window=28, - ) - - assert stream.breakdowns == ["test1", "test2"] - assert stream.action_breakdowns == ["field1", "field2"] - assert stream.name == "custom_name" - assert stream.primary_key == ["date_start", "account_id", "ad_id", "test1", "test2"] - - def test_read_records_all(self, mocker, api, some_config): - """1. yield all from mock - 2. if read slice 2, 3 state not changed - if read slice 2, 3, 1 state changed to 3 - """ - job = mocker.Mock(spec=InsightAsyncJob) - job.get_result.return_value = [mocker.Mock(), mocker.Mock(), mocker.Mock()] - job.interval = pendulum.Period(pendulum.date(2010, 1, 1), pendulum.date(2010, 1, 1)) - stream = AdsInsights( - api=api, - account_ids=some_config["account_ids"], - start_date=datetime(2010, 1, 1), - end_date=datetime(2011, 1, 1), - insights_lookback_window=28, - ) - - records = list( - stream.read_records( - sync_mode=SyncMode.incremental, - stream_slice={"insight_job": job, "account_id": some_config["account_ids"][0]}, - ) - ) - - assert len(records) == 3 - - def test_read_records_random_order(self, mocker, api, some_config): - """1. yield all from mock - 2. if read slice 2, 3 state not changed - if read slice 2, 3, 1 state changed to 3 - """ - job = mocker.Mock(spec=AsyncJob) - job.get_result.return_value = [mocker.Mock(), mocker.Mock(), mocker.Mock()] - job.interval = pendulum.Period(pendulum.date(2010, 1, 1), pendulum.date(2010, 1, 1)) - stream = AdsInsights( - api=api, - account_ids=some_config["account_ids"], - start_date=datetime(2010, 1, 1), - end_date=datetime(2011, 1, 1), - insights_lookback_window=28, - ) - - records = list( - stream.read_records( - sync_mode=SyncMode.incremental, - stream_slice={"insight_job": job, "account_id": some_config["account_ids"][0]}, - ) - ) - - assert len(records) == 3 - - @pytest.mark.parametrize( - "state,result_state", - [ - # Old format - ( - { - AdsInsights.cursor_field: "2010-10-03", - "slices": [ - "2010-01-01", - "2010-01-02", - ], - "time_increment": 1, - }, - { - "unknown_account": { - AdsInsights.cursor_field: "2010-10-03", - "slices": { - "2010-01-01", - "2010-01-02", - }, - }, - "time_increment": 1, - }, - ), - ( - { - AdsInsights.cursor_field: "2010-10-03", - }, - { - "unknown_account": { - AdsInsights.cursor_field: "2010-10-03", - } - }, - ), - ( - { - "slices": [ - "2010-01-01", - "2010-01-02", - ] - }, - { - "unknown_account": { - "slices": { - "2010-01-01", - "2010-01-02", - } - } - }, - ), - # New format - nested with account_id - ( - { - "unknown_account": { - AdsInsights.cursor_field: "2010-10-03", - "slices": { - "2010-01-01", - "2010-01-02", - }, - }, - "time_increment": 1, - }, - None, - ), - ( - { - "unknown_account": { - AdsInsights.cursor_field: "2010-10-03", - } - }, - None, - ), - ( - { - "unknown_account": { - "slices": { - "2010-01-01", - "2010-01-02", - } - } - }, - None, - ), - ], - ) - def test_state(self, api, state, result_state, some_config): - """State setter/getter should work with all combinations""" - stream = AdsInsights( - api=api, - account_ids=some_config["account_ids"], - start_date=datetime(2010, 1, 1), - end_date=datetime(2011, 1, 1), - insights_lookback_window=28, - ) - - assert stream.state == {"time_increment": 1, "unknown_account": {"slices": set()}} - - stream.state = state - actual_state = stream.state - - result_state = state if not result_state else result_state - result_state[some_config["account_ids"][0]]["slices"] = result_state[some_config["account_ids"][0]].get("slices", set()) - result_state["time_increment"] = 1 - - assert actual_state == result_state - - def test_stream_slices_no_state(self, api, async_manager_mock, start_date, some_config): - """Stream will use start_date when there is not state""" - end_date = start_date + duration(weeks=2) - stream = AdsInsights( - api=api, account_ids=some_config["account_ids"], start_date=start_date, end_date=end_date, insights_lookback_window=28 - ) - async_manager_mock.completed_jobs.return_value = [1, 2, 3] - - slices = list(stream.stream_slices(stream_state=None, sync_mode=SyncMode.incremental)) - - assert slices == [ - {"account_id": "unknown_account", "insight_job": 1}, - {"account_id": "unknown_account", "insight_job": 2}, - {"account_id": "unknown_account", "insight_job": 3}, - ] - async_manager_mock.assert_called_once() - args, kwargs = async_manager_mock.call_args - generated_jobs = list(kwargs["jobs"]) - assert len(generated_jobs) == (end_date - start_date).days + 1 - assert generated_jobs[0].interval.start == start_date.date() - assert generated_jobs[1].interval.start == start_date.date() + duration(days=1) - - def test_stream_slices_no_state_close_to_now(self, api, async_manager_mock, recent_start_date, some_config): - """Stream will use start_date when there is not state and start_date within 28d from now""" - start_date = recent_start_date - end_date = pendulum.now() - stream = AdsInsights( - api=api, account_ids=some_config["account_ids"], start_date=start_date, end_date=end_date, insights_lookback_window=28 - ) - async_manager_mock.completed_jobs.return_value = [1, 2, 3] - - slices = list(stream.stream_slices(stream_state=None, sync_mode=SyncMode.incremental)) - - assert slices == [ - {"account_id": "unknown_account", "insight_job": 1}, - {"account_id": "unknown_account", "insight_job": 2}, - {"account_id": "unknown_account", "insight_job": 3}, - ] - async_manager_mock.assert_called_once() - args, kwargs = async_manager_mock.call_args - generated_jobs = list(kwargs["jobs"]) - assert len(generated_jobs) == (end_date - start_date).days + 1 - assert generated_jobs[0].interval.start == start_date.date() - assert generated_jobs[1].interval.start == start_date.date() + duration(days=1) - - def test_stream_slices_with_state(self, api, async_manager_mock, start_date, some_config): - """Stream will use cursor_value from state when there is state""" - end_date = start_date + duration(days=10) - cursor_value = start_date + duration(days=5) - state = {AdsInsights.cursor_field: cursor_value.date().isoformat()} - stream = AdsInsights( - api=api, account_ids=some_config["account_ids"], start_date=start_date, end_date=end_date, insights_lookback_window=28 - ) - async_manager_mock.completed_jobs.return_value = [1, 2, 3] - - slices = list(stream.stream_slices(stream_state=state, sync_mode=SyncMode.incremental)) - - assert slices == [ - {"account_id": "unknown_account", "insight_job": 1}, - {"account_id": "unknown_account", "insight_job": 2}, - {"account_id": "unknown_account", "insight_job": 3}, - ] - async_manager_mock.assert_called_once() - args, kwargs = async_manager_mock.call_args - generated_jobs = list(kwargs["jobs"]) - assert len(generated_jobs) == (end_date - cursor_value).days - assert generated_jobs[0].interval.start == cursor_value.date() + duration(days=1) - assert generated_jobs[1].interval.start == cursor_value.date() + duration(days=2) - - def test_stream_slices_with_state_close_to_now(self, api, async_manager_mock, recent_start_date, some_config): - """Stream will use start_date when close to now and start_date close to now""" - start_date = recent_start_date - end_date = pendulum.now() - cursor_value = end_date - duration(days=1) - state = {AdsInsights.cursor_field: cursor_value.date().isoformat()} - stream = AdsInsights( - api=api, account_ids=some_config["account_ids"], start_date=start_date, end_date=end_date, insights_lookback_window=28 - ) - async_manager_mock.completed_jobs.return_value = [1, 2, 3] - - slices = list(stream.stream_slices(stream_state=state, sync_mode=SyncMode.incremental)) - - assert slices == [ - {"account_id": "unknown_account", "insight_job": 1}, - {"account_id": "unknown_account", "insight_job": 2}, - {"account_id": "unknown_account", "insight_job": 3}, - ] - async_manager_mock.assert_called_once() - args, kwargs = async_manager_mock.call_args - generated_jobs = list(kwargs["jobs"]) - assert len(generated_jobs) == (end_date - start_date).days + 1 - assert generated_jobs[0].interval.start == start_date.date() - assert generated_jobs[1].interval.start == start_date.date() + duration(days=1) - - @pytest.mark.parametrize("state_format", ["old_format", "new_format"]) - def test_stream_slices_with_state_and_slices(self, api, async_manager_mock, start_date, some_config, state_format): - """Stream will use cursor_value from state, but will skip saved slices""" - end_date = start_date + duration(days=10) - cursor_value = start_date + duration(days=5) - - if state_format == "old_format": - state = { - AdsInsights.cursor_field: cursor_value.date().isoformat(), - "slices": [(cursor_value + duration(days=1)).date().isoformat(), (cursor_value + duration(days=3)).date().isoformat()], - } - else: - state = { - "unknown_account": { - AdsInsights.cursor_field: cursor_value.date().isoformat(), - "slices": [(cursor_value + duration(days=1)).date().isoformat(), (cursor_value + duration(days=3)).date().isoformat()], - } - } - stream = AdsInsights( - api=api, account_ids=some_config["account_ids"], start_date=start_date, end_date=end_date, insights_lookback_window=28 - ) - async_manager_mock.completed_jobs.return_value = [1, 2, 3] - - slices = list(stream.stream_slices(stream_state=state, sync_mode=SyncMode.incremental)) - - assert slices == [ - {"account_id": "unknown_account", "insight_job": 1}, - {"account_id": "unknown_account", "insight_job": 2}, - {"account_id": "unknown_account", "insight_job": 3}, - ] - async_manager_mock.assert_called_once() - args, kwargs = async_manager_mock.call_args - generated_jobs = list(kwargs["jobs"]) - assert len(generated_jobs) == (end_date - cursor_value).days - 2, "should be 2 slices short because of state" - assert generated_jobs[0].interval.start == cursor_value.date() + duration(days=2) - assert generated_jobs[1].interval.start == cursor_value.date() + duration(days=4) - - def test_get_json_schema(self, api, some_config): - stream = AdsInsights( - api=api, - account_ids=some_config["account_ids"], - start_date=datetime(2010, 1, 1), - end_date=datetime(2011, 1, 1), - insights_lookback_window=28, - ) - - schema = stream.get_json_schema() - - assert "device_platform" not in schema["properties"] - assert "country" not in schema["properties"] - assert not (set(stream.fields()) - set(schema["properties"].keys())), "all fields present in schema" - - def test_get_json_schema_custom(self, api, some_config): - stream = AdsInsights( - api=api, - account_ids=some_config["account_ids"], - start_date=datetime(2010, 1, 1), - end_date=datetime(2011, 1, 1), - breakdowns=["device_platform", "country"], - insights_lookback_window=28, - ) - - schema = stream.get_json_schema() - - assert "device_platform" in schema["properties"] - assert "country" in schema["properties"] - assert not (set(stream.fields()) - set(schema["properties"].keys())), "all fields present in schema" - - def test_fields(self, api, some_config): - stream = AdsInsights( - api=api, - account_ids=some_config["account_ids"], - start_date=datetime(2010, 1, 1), - end_date=datetime(2011, 1, 1), - insights_lookback_window=28, - ) - - fields = stream.fields() - - assert "account_id" in fields - assert "account_currency" in fields - assert "actions" in fields - - def test_fields_custom(self, api, some_config): - stream = AdsInsights( - api=api, - account_ids=some_config["account_ids"], - start_date=datetime(2010, 1, 1), - end_date=datetime(2011, 1, 1), - fields=["account_id", "account_currency"], - insights_lookback_window=28, - ) - - assert stream.fields() == ["account_id", "account_currency"] - schema = stream.get_json_schema() - assert schema["properties"].keys() == set(["account_currency", "account_id", stream.cursor_field, "date_stop", "ad_id"]) - - def test_level_custom(self, api, some_config): - stream = AdsInsights( - api=api, - account_ids=some_config["account_ids"], - start_date=datetime(2010, 1, 1), - end_date=datetime(2011, 1, 1), - fields=["account_id", "account_currency"], - insights_lookback_window=28, - level="adset", - ) - - assert stream.level == "adset" - - def test_breackdowns_fields_present_in_response_data(self, api, some_config): - stream = AdsInsights( - api=api, - account_ids=some_config["account_ids"], - start_date=datetime(2010, 1, 1), - end_date=datetime(2011, 1, 1), - breakdowns=["age", "gender"], - insights_lookback_window=28, - ) - - data = {"age": "0-100", "gender": "male"} - - assert stream._response_data_is_valid(data) - - data = {"id": "0000001", "name": "Pipenpodl Absakopalis"} - - assert not stream._response_data_is_valid(data) \ No newline at end of file diff --git a/source-facebook-marketing/tests/test_base_streams.py b/source-facebook-marketing/tests/test_base_streams.py deleted file mode 100644 index 9ba1676ec3..0000000000 --- a/source-facebook-marketing/tests/test_base_streams.py +++ /dev/null @@ -1,149 +0,0 @@ -# -# Copyright (c) 2023 Airbyte, Inc., all rights reserved. -# - -from functools import partial -from typing import Any, Iterable, Mapping - -import pytest -from facebook_business import FacebookSession -from facebook_business.api import FacebookAdsApi, FacebookAdsApiBatch -from source_facebook_marketing.api import MyFacebookAdsApi -from source_facebook_marketing.streams.base_streams import FBMarketingIncrementalStream, FBMarketingStream - - -@pytest.fixture(name="mock_batch_responses") -def mock_batch_responses_fixture(requests_mock): - return partial(requests_mock.register_uri, "POST", f"{FacebookSession.GRAPH}/{FacebookAdsApi.API_VERSION}/") - - -@pytest.fixture(name="batch") -def batch_fixture(api, mocker): - batch = FacebookAdsApiBatch(api=api.api) - mocker.patch.object(batch, "execute", wraps=batch.execute) - mocker.patch.object(batch, "add_request", wraps=batch.add_request) - mocker.patch.object(MyFacebookAdsApi, "new_batch", return_value=batch) - return batch - - -class SomeTestStream(FBMarketingStream): - def list_objects(self, params: Mapping[str, Any]) -> Iterable: - yield from [] - - -class TestDateTimeValue: - def test_date_time_value(self): - record = { - "bla": "2023-01-19t20:38:59 0000", - "created_time": "2023-01-19t20:38:59 0000", - "creation_time": "2023-01-19t20:38:59 0000", - "updated_time": "2023-01-19t20:38:59 0000", - "event_time": "2023-01-19t20:38:59 0000", - "first_fired_time": "2023-01-19t20:38:59 0000", - "last_fired_time": "2023-01-19t20:38:59 0000", - "sub_list": [ - { - "bla": "2023-01-19t20:38:59 0000", - "created_time": "2023-01-19t20:38:59 0000", - "creation_time": "2023-01-19t20:38:59 0000", - "updated_time": "2023-01-19t20:38:59 0000", - "event_time": "2023-01-19t20:38:59 0000", - "first_fired_time": "2023-01-19t20:38:59 0000", - "last_fired_time": "2023-01-19t20:38:59 0000", - } - ], - "sub_entries1": { - "sub_entries2": { - "bla": "2023-01-19t20:38:59 0000", - "created_time": "2023-01-19t20:38:59 0000", - "creation_time": "2023-01-19t20:38:59 0000", - "updated_time": "2023-01-19t20:38:59 0000", - "event_time": "2023-01-19t20:38:59 0000", - "first_fired_time": "2023-01-19t20:38:59 0000", - "last_fired_time": "2023-01-19t20:38:59 0000", - } - }, - } - FBMarketingStream.fix_date_time(record) - assert { - "bla": "2023-01-19t20:38:59 0000", - "created_time": "2023-01-19T20:38:59+0000", - "creation_time": "2023-01-19T20:38:59+0000", - "updated_time": "2023-01-19T20:38:59+0000", - "event_time": "2023-01-19T20:38:59+0000", - "first_fired_time": "2023-01-19T20:38:59+0000", - "last_fired_time": "2023-01-19T20:38:59+0000", - "sub_list": [ - { - "bla": "2023-01-19t20:38:59 0000", - "created_time": "2023-01-19T20:38:59+0000", - "creation_time": "2023-01-19T20:38:59+0000", - "updated_time": "2023-01-19T20:38:59+0000", - "event_time": "2023-01-19T20:38:59+0000", - "first_fired_time": "2023-01-19T20:38:59+0000", - "last_fired_time": "2023-01-19T20:38:59+0000", - } - ], - "sub_entries1": { - "sub_entries2": { - "bla": "2023-01-19t20:38:59 0000", - "created_time": "2023-01-19T20:38:59+0000", - "creation_time": "2023-01-19T20:38:59+0000", - "updated_time": "2023-01-19T20:38:59+0000", - "event_time": "2023-01-19T20:38:59+0000", - "first_fired_time": "2023-01-19T20:38:59+0000", - "last_fired_time": "2023-01-19T20:38:59+0000", - } - }, - } == record - - -class ConcreteFBMarketingIncrementalStream(FBMarketingIncrementalStream): - cursor_field = "date" - - def list_objects(self, **kwargs): - return [] - - -@pytest.fixture -def incremental_class_instance(api): - return ConcreteFBMarketingIncrementalStream(api=api, account_ids=["123", "456", "789"], start_date=None, end_date=None) - - -class TestFBMarketingIncrementalStreamSliceAndState: - def test_stream_slices_multiple_accounts_with_state(self, incremental_class_instance): - stream_state = {"123": {"state_key": "state_value"}, "456": {"state_key": "another_state_value"}} - expected_slices = [ - {"account_id": "123", "stream_state": {"state_key": "state_value"}}, - {"account_id": "456", "stream_state": {"state_key": "another_state_value"}}, - {"account_id": "789", "stream_state": {}}, - ] - assert list(incremental_class_instance.stream_slices(stream_state)) == expected_slices - - def test_stream_slices_multiple_accounts_empty_state(self, incremental_class_instance): - expected_slices = [ - {"account_id": "123", "stream_state": {}}, - {"account_id": "456", "stream_state": {}}, - {"account_id": "789", "stream_state": {}}, - ] - assert list(incremental_class_instance.stream_slices()) == expected_slices - - def test_stream_slices_single_account_with_state(self, incremental_class_instance): - incremental_class_instance._account_ids = ["123"] - stream_state = {"state_key": "state_value"} - expected_slices = [{"account_id": "123", "stream_state": stream_state}] - assert list(incremental_class_instance.stream_slices(stream_state)) == expected_slices - - def test_stream_slices_single_account_empty_state(self, incremental_class_instance): - incremental_class_instance._account_ids = ["123"] - expected_slices = [{"account_id": "123", "stream_state": None}] - assert list(incremental_class_instance.stream_slices()) == expected_slices - - def test_get_updated_state(self, incremental_class_instance): - current_stream_state = {"123": {"date": "2021-01-15T00:00:00+00:00"}, "include_deleted": False} - latest_record = {"account_id": "123", "date": "2021-01-20T00:00:00+00:00"} - - expected_state = {"123": {"date": "2021-01-20T00:00:00+00:00", "include_deleted": False}, "include_deleted": False} - - new_state = incremental_class_instance.get_updated_state(current_stream_state, latest_record) - assert new_state == expected_state \ No newline at end of file diff --git a/source-facebook-marketing/tests/test_client.py b/source-facebook-marketing/tests/test_client.py deleted file mode 100644 index 0fc03e20d1..0000000000 --- a/source-facebook-marketing/tests/test_client.py +++ /dev/null @@ -1,253 +0,0 @@ -# -# Copyright (c) 2023 Airbyte, Inc., all rights reserved. -# - -import json - -import pendulum -import pytest -from airbyte_cdk.models import SyncMode -from airbyte_cdk.utils import AirbyteTracedException -from facebook_business import FacebookAdsApi, FacebookSession -from facebook_business.exceptions import FacebookRequestError -from source_facebook_marketing.streams import Activities, AdAccount, AdCreatives, Campaigns, Videos - -FB_API_VERSION = FacebookAdsApi.API_VERSION - - -@pytest.fixture(name="fb_call_rate_response") -def fb_call_rate_response_fixture(): - error = { - "message": ( - "(#80000) There have been too many calls from this ad-account. Wait a bit and try again. " - "For more info, please refer to https://developers.facebook.com/docs/graph-api/overview/rate-limiting." - ), - "type": "OAuthException", - "code": 80000, - "error_subcode": 2446079, - "fbtrace_id": "this_is_fake_response", - } - - headers = {"x-app-usage": json.dumps({"call_count": 28, "total_time": 25, "total_cputime": 25})} - - return { - "json": { - "error": error, - }, - "status_code": 400, - "headers": headers, - } - - -@pytest.fixture(name="fb_call_amount_data_response") -def fb_call_amount_data_response_fixture(): - error = {"message": "Please reduce the amount of data you're asking for, then retry your request", "code": 1} - - return { - "json": { - "error": error, - }, - "status_code": 500, - } - - -class TestBackoff: - def test_limit_reached(self, mocker, requests_mock, api, fb_call_rate_response, account_id, some_config): - """Error once, check that we retry and not fail""" - # turn Campaigns into non batch mode to test non batch logic - campaign_responses = [ - fb_call_rate_response, - { - "json": {"data": [{"id": 1, "updated_time": "2020-09-25T00:00:00Z"}, {"id": 2, "updated_time": "2020-09-25T00:00:00Z"}]}, - "status_code": 200, - }, - ] - - requests_mock.register_uri("GET", FacebookSession.GRAPH + f"/{FB_API_VERSION}/act_{account_id}/campaigns", campaign_responses) - requests_mock.register_uri("GET", FacebookSession.GRAPH + f"/{FB_API_VERSION}/1/", [{"status_code": 200}]) - requests_mock.register_uri("GET", FacebookSession.GRAPH + f"/{FB_API_VERSION}/2/", [{"status_code": 200}]) - - stream = Campaigns(api=api, account_ids=[account_id], start_date=pendulum.now(), end_date=pendulum.now(), include_deleted=False) - try: - records = list(stream.read_records(sync_mode=SyncMode.full_refresh, stream_state={}, stream_slice={"account_id": account_id})) - assert records - except FacebookRequestError: - pytest.fail("Call rate error has not being handled") - - def test_batch_limit_reached(self, requests_mock, api, fb_call_rate_response, account_id): - """Error once, check that we retry and not fail""" - responses = [ - fb_call_rate_response, - { - "json": { - "data": [ - { - "id": "123", - "object_type": "SHARE", - "status": "ACTIVE", - }, - { - "id": "1234", - "object_type": "SHARE", - "status": "ACTIVE", - }, - ], - "status_code": 200, - } - }, - ] - - batch_responses = [ - fb_call_rate_response, - { - "json": [ - {"body": json.dumps({"name": "creative 1"}), "code": 200, "headers": {}}, - {"body": json.dumps({"name": "creative 2"}), "code": 200, "headers": {}}, - ] - }, - ] - - requests_mock.register_uri("GET", FacebookSession.GRAPH + f"/{FB_API_VERSION}/act_{account_id}/adcreatives", responses) - requests_mock.register_uri("GET", FacebookSession.GRAPH + f"/{FB_API_VERSION}/act_{account_id}/", responses) - requests_mock.register_uri("POST", FacebookSession.GRAPH + f"/{FB_API_VERSION}/", batch_responses) - - stream = AdCreatives(api=api, account_ids=[account_id], include_deleted=False) - records = list(stream.read_records(sync_mode=SyncMode.full_refresh, stream_state={}, stream_slice={"account_id": account_id})) - - assert records == [ - {"account_id": "unknown_account", "id": "123", "object_type": "SHARE", "status": "ACTIVE"}, - {"account_id": "unknown_account", "id": "1234", "object_type": "SHARE", "status": "ACTIVE"}, - ] - - @pytest.mark.parametrize( - "error_response", - [ - {"json": {"error": {}}, "status_code": 500}, - {"json": {"error": {"code": 104}}}, - {"json": {"error": {"code": 2}}, "status_code": 500}, - ], - ids=["server_error", "connection_reset_error", "temporary_oauth_error"], - ) - def test_common_error_retry(self, error_response, requests_mock, api, account_id): - """Error once, check that we retry and not fail""" - account_data = {"account_id": "unknown_account", "id": 1, "updated_time": "2020-09-25T00:00:00Z", "name": "Some name"} - responses = [ - error_response, - { - "json": account_data, - "status_code": 200, - }, - ] - - requests_mock.register_uri("GET", FacebookSession.GRAPH + f"/{FB_API_VERSION}/me/business_users", json={"data": []}) - requests_mock.register_uri("GET", FacebookSession.GRAPH + f"/{FB_API_VERSION}/act_{account_id}/", responses) - requests_mock.register_uri("GET", FacebookSession.GRAPH + f"/{FB_API_VERSION}/{account_data['id']}/", responses) - - stream = AdAccount(api=api, account_ids=[account_id]) - accounts = list(stream.read_records(sync_mode=SyncMode.full_refresh, stream_state={}, stream_slice={"account_id": account_id})) - - assert accounts == [account_data] - - def test_limit_error_retry(self, fb_call_amount_data_response, requests_mock, api, account_id): - """Error every time, check limit parameter decreases by 2 times every new call""" - - res = requests_mock.register_uri( - "GET", FacebookSession.GRAPH + f"/{FB_API_VERSION}/act_{account_id}/campaigns", [fb_call_amount_data_response] - ) - - stream = Campaigns( - api=api, account_ids=[account_id], start_date=pendulum.now(), end_date=pendulum.now(), include_deleted=False, page_size=100 - ) - try: - list(stream.read_records(sync_mode=SyncMode.full_refresh, stream_state={}, stream_slice={"account_id": account_id})) - except AirbyteTracedException: - assert [x.qs.get("limit")[0] for x in res.request_history] == ["100", "50", "25", "12", "6"] - - def test_limit_error_retry_revert_page_size(self, requests_mock, api, account_id): - """Error every time, check limit parameter decreases by 2 times every new call""" - - error = { - "json": { - "error": { - "message": "An unknown error occurred", - "code": 1, - } - }, - "status_code": 500, - } - success = { - "json": { - "data": [], - "paging": { - "cursors": { - "after": "test", - }, - "next": f"https://graph.facebook.com/{FB_API_VERSION}/act_{account_id}/activities?limit=31&after=test", - }, - }, - "status_code": 200, - } - - res = requests_mock.register_uri( - "GET", - FacebookSession.GRAPH + f"/{FB_API_VERSION}/act_{account_id}/activities", - [error, success, error, success], - ) - - stream = Activities( - api=api, account_ids=[account_id], start_date=pendulum.now(), end_date=pendulum.now(), include_deleted=False, page_size=100 - ) - try: - list(stream.read_records(sync_mode=SyncMode.full_refresh, stream_state={}, stream_slice={"account_id": account_id})) - except FacebookRequestError: - assert [x.qs.get("limit")[0] for x in res.request_history] == ["100", "50", "100", "50"] - - def test_start_date_not_provided(self, requests_mock, api, account_id): - success = { - "json": { - "data": [], - "paging": { - "cursors": { - "after": "test", - }, - "next": f"https://graph.facebook.com/{FB_API_VERSION}/act_{account_id}/activities?limit=31&after=test", - }, - }, - "status_code": 200, - } - - requests_mock.register_uri( - "GET", - FacebookSession.GRAPH + f"/{FB_API_VERSION}/act_{account_id}/activities", - [success], - ) - - stream = Activities(api=api, account_ids=[account_id], start_date=None, end_date=None, include_deleted=False, page_size=100) - list(stream.read_records(sync_mode=SyncMode.full_refresh, stream_state={}, stream_slice={"account_id": account_id})) - - def test_limit_error_retry_next_page(self, fb_call_amount_data_response, requests_mock, api, account_id): - """Unlike the previous test, this one tests the API call fail on the second or more page of a request.""" - base_url = FacebookSession.GRAPH + f"/{FB_API_VERSION}/act_{account_id}/advideos" - - res = requests_mock.register_uri( - "GET", - base_url, - [ - { - "json": { - "data": [{"id": 1, "updated_time": "2020-09-25T00:00:00Z"}, {"id": 2, "updated_time": "2020-09-25T00:00:00Z"}], - "paging": {"next": f"{base_url}?after=after_page_1&limit=100"}, - }, - "status_code": 200, - }, - fb_call_amount_data_response, - ], - ) - - stream = Videos( - api=api, account_ids=[account_id], start_date=pendulum.now(), end_date=pendulum.now(), include_deleted=False, page_size=100 - ) - try: - list(stream.read_records(sync_mode=SyncMode.full_refresh, stream_state={}, stream_slice={"account_id": account_id})) - except AirbyteTracedException: - assert [x.qs.get("limit")[0] for x in res.request_history] == ["100", "100", "50", "25", "12", "6"] \ No newline at end of file diff --git a/source-facebook-marketing/tests/test_deep_merge.py b/source-facebook-marketing/tests/test_deep_merge.py deleted file mode 100644 index ca0b43393f..0000000000 --- a/source-facebook-marketing/tests/test_deep_merge.py +++ /dev/null @@ -1,42 +0,0 @@ -# -# Copyright (c) 2023 Airbyte, Inc., all rights reserved. -# - -from copy import deepcopy - -from source_facebook_marketing.streams.common import deep_merge - - -def test_return_new_object(): - """Should return new object, arguments should not be modified""" - left = { - "key_1": { - "one": {"a", "b"}, - "two": "left_value", - }, - "key_2": [1, 2], - } - right = {"key_1": {"two": "right_value", "three": [1, 2, 3]}, "key_2": [3]} - expected_result = {"key_1": {"one": {"a", "b"}, "two": "right_value", "three": [1, 2, 3]}, "key_2": [1, 2, 3]} - - result = deep_merge(deepcopy(left), deepcopy(right)) - - assert left == left - assert right == right - assert result == expected_result - - -def test_sets(): - left = {1, 2, 3} - right = {4, 2, 1} - result = deep_merge(left, right) - - assert result == {1, 2, 3, 4} - - -def test_lists(): - left = [1, 2, 3] - right = [4, 2, 1] - result = deep_merge(left, right) - - assert result == [1, 2, 3, 4, 2, 1] diff --git a/source-facebook-marketing/tests/test_source.py b/source-facebook-marketing/tests/test_source.py deleted file mode 100644 index 9fa3f5924c..0000000000 --- a/source-facebook-marketing/tests/test_source.py +++ /dev/null @@ -1,153 +0,0 @@ -# -# Copyright (c) 2023 Airbyte, Inc., all rights reserved. -# - - -from copy import deepcopy - -import pytest -from airbyte_cdk.models import AirbyteConnectionStatus, ConnectorSpecification, Status -from facebook_business import FacebookAdsApi, FacebookSession -from source_facebook_marketing import SourceFacebookMarketing -from source_facebook_marketing.spec import ConnectorConfig -from unittest.mock import call - -from .utils import command_check - - -@pytest.fixture(name="config") -def config_fixture(): - config = { - "account_ids": ["123"], - "credentials": { - "access_token": "TOKEN", - "client_id": "an-id", - "client_secret": "a-secret" - }, - "start_date": "2019-10-10T00:00:00Z", - "end_date": "2020-10-10T00:00:00Z", - } - - return config - - -@pytest.fixture -def config_gen(config): - def inner(**kwargs): - new_config = deepcopy(config) - # WARNING, no support deep dictionaries - new_config.update(kwargs) - return {k: v for k, v in new_config.items() if v is not ...} - - return inner - - -@pytest.fixture(name="api") -def api_fixture(mocker): - api_mock = mocker.patch("source_facebook_marketing.source.API") - api_mock.return_value = mocker.Mock(account=mocker.Mock(return_value=123)) - return api_mock - - -@pytest.fixture(name="logger_mock") -def logger_mock_fixture(mocker): - return mocker.patch("source_facebook_marketing.source.logger") - - -class TestSourceFacebookMarketing: - def test_check_connection_ok(self, api, config, logger_mock): - ok, error_msg = SourceFacebookMarketing().check_connection(logger_mock, config=config) - - assert ok - assert not error_msg - api.assert_called_once_with(account_id="123", access_token="TOKEN") - logger_mock.info.assert_called_once_with(f"Select account {api.return_value.account}") - - def test_check_connection_future_date_range(self, api, config, logger_mock): - config["start_date"] = "2219-10-10T00:00:00" - config["end_date"] = "2219-10-11T00:00:00" - assert SourceFacebookMarketing().check_connection(logger_mock, config=config) == ( - False, - "Date range can not be in the future.", - ) - - def test_check_connection_end_date_before_start_date(self, api, config, logger_mock): - config["start_date"] = "2019-10-10T00:00:00" - config["end_date"] = "2019-10-09T00:00:00" - assert SourceFacebookMarketing().check_connection(logger_mock, config=config) == ( - False, - "end_date must be equal or after start_date.", - ) - - def test_check_connection_empty_config(self, api, logger_mock): - config = {} - ok, error_msg = SourceFacebookMarketing().check_connection(logger_mock, config=config) - - assert not ok - assert error_msg - - def test_check_connection_invalid_config(self, api, config, logger_mock): - config.pop("start_date") - ok, error_msg = SourceFacebookMarketing().check_connection(logger_mock, config=config) - - assert not ok - assert error_msg - - def test_check_connection_exception(self, api, config, logger_mock): - api.side_effect = RuntimeError("Something went wrong!") - - with pytest.raises(RuntimeError, match="Something went wrong!"): - SourceFacebookMarketing().check_connection(logger_mock, config=config) - - def test_streams(self, config, api): - streams = SourceFacebookMarketing().streams(config) - - assert len(streams) == 16 - - def test_spec(self): - spec = SourceFacebookMarketing().spec() - - assert isinstance(spec, ConnectorSpecification) - - def test_get_custom_insights_streams(self, api, config): - config["custom_insights"] = [ - {"name": "test", "fields": ["account_id"], "breakdowns": ["ad_format_asset"], "action_breakdowns": ["action_device"]}, - ] - config = ConnectorConfig.parse_obj(config) - assert SourceFacebookMarketing().get_custom_insights_streams(api, config) - - def test_get_custom_insights_action_breakdowns_allow_empty(self, api, config): - config["custom_insights"] = [ - {"name": "test", "fields": ["account_id"], "breakdowns": ["ad_format_asset"], "action_breakdowns": []}, - ] - - config["action_breakdowns_allow_empty"] = False - streams = SourceFacebookMarketing().get_custom_insights_streams(api, ConnectorConfig.parse_obj(config)) - assert len(streams) == 1 - assert streams[0].breakdowns == ["ad_format_asset"] - assert streams[0].action_breakdowns == ["action_type", "action_target_id", "action_destination"] - - config["action_breakdowns_allow_empty"] = True - streams = SourceFacebookMarketing().get_custom_insights_streams(api, ConnectorConfig.parse_obj(config)) - assert len(streams) == 1 - assert streams[0].breakdowns == ["ad_format_asset"] - assert streams[0].action_breakdowns == [] - - -def test_check_config(config_gen, requests_mock): - requests_mock.register_uri("GET", FacebookSession.GRAPH + f"/{FacebookAdsApi.API_VERSION}/act_123/", {}) - - source = SourceFacebookMarketing() - assert command_check(source, config_gen()) == AirbyteConnectionStatus(status=Status.SUCCEEDED, message=None) - - status = command_check(source, config_gen(start_date="2019-99-10T00:00:00Z")) - assert status.status == Status.FAILED - - status = command_check(source, config_gen(end_date="2019-99-10T00:00:00Z")) - assert status.status == Status.FAILED - - with pytest.raises(Exception): - assert command_check(source, config_gen(start_date=...)) - - assert command_check(source, config_gen(end_date=...)) == AirbyteConnectionStatus(status=Status.SUCCEEDED, message=None) - assert command_check(source, config_gen(end_date="")) == AirbyteConnectionStatus(status=Status.SUCCEEDED, message=None) diff --git a/source-facebook-marketing/tests/test_streams.py b/source-facebook-marketing/tests/test_streams.py deleted file mode 100644 index 569592805f..0000000000 --- a/source-facebook-marketing/tests/test_streams.py +++ /dev/null @@ -1,110 +0,0 @@ -# -# Copyright (c) 2023 Airbyte, Inc., all rights reserved. -# - -import pendulum -import pytest -from pendulum import duration -from source_facebook_marketing.api import MyFacebookAdsApi -from source_facebook_marketing.streams import ( - AdsInsights, - AdsInsightsActionType, - AdsInsightsAgeAndGender, - AdsInsightsCountry, - AdsInsightsDma, - AdsInsightsPlatformAndDevice, - AdsInsightsRegion, -) -from source_facebook_marketing.streams.base_streams import FBMarketingStream -from source_facebook_marketing.streams.streams import fetch_thumbnail_data_url - - -def test_filter_all_statuses(api, mocker, some_config): - mocker.patch.multiple(FBMarketingStream, __abstractmethods__=set()) - expected = { - "filtering": [ - { - "field": "None.delivery_info", - "operator": "IN", - "value": [ - "active", - "archived", - "completed", - "limited", - "not_delivering", - "deleted", - "not_published", - "pending_review", - "permanently_deleted", - "recently_completed", - "recently_rejected", - "rejected", - "scheduled", - "inactive", - ], - } - ] - } - assert FBMarketingStream(api=api, account_ids=some_config["account_ids"])._filter_all_statuses() == expected - - -@pytest.mark.parametrize( - "url", ["https://graph.facebook.com", "https://graph.facebook.com?test=123%23%24%25%2A&test2=456", "https://graph.facebook.com?"] -) -def test_fetch_thumbnail_data_url(url, requests_mock): - requests_mock.get(url, status_code=200, headers={"content-type": "content-type"}, content=b"") - assert fetch_thumbnail_data_url(url) == "data:content-type;base64," - - -def test_parse_call_rate_header(): - headers = { - "x-business-use-case-usage": '{"test":[{"type":"ads_management","call_count":1,"total_cputime":1,' - '"total_time":1,"estimated_time_to_regain_access":1}]}' - } - assert MyFacebookAdsApi._parse_call_rate_header(headers) == (1, duration(minutes=1)) - - -@pytest.mark.parametrize( - "class_name, breakdowns, action_breakdowns", - [ - [AdsInsights, [], ["action_type", "action_target_id", "action_destination"]], - [AdsInsightsActionType, [], ["action_type"]], - [AdsInsightsAgeAndGender, ["age", "gender"], ["action_type", "action_target_id", "action_destination"]], - [AdsInsightsCountry, ["country"], ["action_type", "action_target_id", "action_destination"]], - [AdsInsightsDma, ["dma"], ["action_type", "action_target_id", "action_destination"]], - [AdsInsightsPlatformAndDevice, ["publisher_platform", "platform_position", "impression_device"], ["action_type"]], - [AdsInsightsRegion, ["region"], ["action_type", "action_target_id", "action_destination"]], - ], -) -def test_ads_insights_breakdowns(class_name, breakdowns, action_breakdowns, some_config): - kwargs = { - "api": None, - "account_ids": some_config["account_ids"], - "start_date": pendulum.now(), - "end_date": pendulum.now(), - "insights_lookback_window": 1, - } - stream = class_name(**kwargs) - assert stream.breakdowns == breakdowns - assert stream.action_breakdowns == action_breakdowns - - -def test_custom_ads_insights_breakdowns(some_config): - kwargs = { - "api": None, - "account_ids": some_config["account_ids"], - "start_date": pendulum.now(), - "end_date": pendulum.now(), - "insights_lookback_window": 1, - } - stream = AdsInsights(breakdowns=["mmm"], action_breakdowns=["action_destination"], **kwargs) - assert stream.breakdowns == ["mmm"] - assert stream.action_breakdowns == ["action_destination"] - - stream = AdsInsights(breakdowns=[], action_breakdowns=[], **kwargs) - assert stream.breakdowns == [] - assert stream.action_breakdowns == ["action_type", "action_target_id", "action_destination"] - - stream = AdsInsights(breakdowns=[], action_breakdowns=[], action_breakdowns_allow_empty=True, **kwargs) - assert stream.breakdowns == [] - assert stream.action_breakdowns == [] diff --git a/source-facebook-marketing/tests/test_utils.py b/source-facebook-marketing/tests/test_utils.py deleted file mode 100644 index 69e82932d7..0000000000 --- a/source-facebook-marketing/tests/test_utils.py +++ /dev/null @@ -1,51 +0,0 @@ -# -# Copyright (c) 2023 Airbyte, Inc., all rights reserved. -# - -import freezegun -import pendulum -import pytest -from source_facebook_marketing.utils import DATA_RETENTION_PERIOD, validate_end_date, validate_start_date - -TODAY = pendulum.local(2023, 3, 31) - - -@pytest.mark.parametrize( - "field_name, date, expected_date, expected_messages", - [ - ( - "start_date", - TODAY.subtract(months=DATA_RETENTION_PERIOD - 1), - TODAY.subtract(months=DATA_RETENTION_PERIOD - 1), - [], - ), - ( - "start_date", - pendulum.local(2019, 1, 1), - pendulum.local(2020, 3, 1), - [ - f"The start date cannot be beyond 37 months from the current date. " - f"Set start date to {pendulum.local(2020, 3, 1)}." - ] - ), - ( - "start_date", - TODAY + pendulum.duration(months=1), - TODAY, - [f"The start date cannot be in the future. Set start date to today's date - {TODAY}."], - ), - ( - "end_date", - TODAY.subtract(months=DATA_RETENTION_PERIOD), - TODAY, - [f"The end date must be after start date. Set end date to {TODAY}."], - ), - ], -) -@freezegun.freeze_time("2023-03-31") -def test_date_validators(caplog, field_name, date, expected_date, expected_messages): - if field_name == "start_date": - assert validate_start_date(date) == expected_date - elif field_name == "end_date": - assert validate_end_date(expected_date, date) == expected_date - assert caplog.messages == expected_messages diff --git a/source-facebook-marketing/tests/utils.py b/source-facebook-marketing/tests/utils.py deleted file mode 100644 index bb97c9a1ae..0000000000 --- a/source-facebook-marketing/tests/utils.py +++ /dev/null @@ -1,19 +0,0 @@ -# -# Copyright (c) 2023 Airbyte, Inc., all rights reserved. -# - - -from unittest import mock - -from airbyte_cdk.models.airbyte_protocol import ConnectorSpecification -from airbyte_cdk.sources import Source -from airbyte_cdk.sources.utils.schema_helpers import check_config_against_spec_or_exit, split_config - - -def command_check(source: Source, config): - logger = mock.MagicMock() - connector_config, _ = split_config(config) - if source.check_config_against_spec: - source_spec: ConnectorSpecification = source.spec(logger) - check_config_against_spec_or_exit(connector_config, source_spec) - return source.check(logger, config)