Source facebook marketing: check "breakdowns" combinations

airbyte-integrations/connectors/source-facebook-marketing/Dockerfile

@@ -13,5 +13,5 @@ ENV AIRBYTE_ENTRYPOINT "python /airbyte/integration_code/main.py"
 ENTRYPOINT ["python", "/airbyte/integration_code/main.py"]
 
 
-LABEL io.airbyte.version=0.2.72
+LABEL io.airbyte.version=0.2.73
 LABEL io.airbyte.name=airbyte/source-facebook-marketing

airbyte-integrations/connectors/source-facebook-marketing/source_facebook_marketing/source.py

@@ -5,13 +5,14 @@
 import logging
 from typing import Any, List, Mapping, Optional, Tuple, Type
 
+import facebook_business
 import pendulum
 import requests
 from airbyte_cdk.models import AuthSpecification, ConnectorSpecification, DestinationSyncMode, OAuth2Specification
 from airbyte_cdk.sources import AbstractSource
 from airbyte_cdk.sources.streams import Stream
 from source_facebook_marketing.api import API
-from source_facebook_marketing.spec import ConnectorConfig, InsightConfig
+from source_facebook_marketing.spec import ConnectorConfig
 from source_facebook_marketing.streams import (
     Activities,
     AdAccount,
@@ -31,7 +32,7 @@
     Videos,
 )
 
-from .utils import validate_end_date, validate_start_date
+from .utils import read_full_refresh, validate_end_date, validate_start_date
 
 logger = logging.getLogger("airbyte")
 
@@ -59,10 +60,18 @@ def check_connection(self, logger: logging.Logger, config: Mapping[str, Any]) ->
         try:
             api = API(account_id=config.account_id, access_token=config.access_token)
             logger.info(f"Select account {api.account}")
-            return True, None
         except requests.exceptions.RequestException as e:
             return False, e
 
+        # read one record from all custom insights streams
+        # to ensure that we have valid combination of "action_breakdowns" and "breakdowns" parameters
+        for stream in self.get_custom_insights_streams(api, config):
+            try:
+                next(read_full_refresh(stream), None)
+            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]]:
         """Discovery method, returns available streams
 
@@ -149,7 +158,7 @@ def streams(self, config: Mapping[str, Any]) -> List[Type[Stream]]:
             ),
         ]
 
-        return self._update_insights_streams(insights=config.custom_insights, default_args=insights_args, streams=streams)
+        return streams + self.get_custom_insights_streams(api, config)
 
     def spec(self, *args, **kwargs) -> ConnectorSpecification:
         """Returns the spec for this integration.
@@ -170,28 +179,20 @@ def spec(self, *args, **kwargs) -> ConnectorSpecification:
             ),
         )
 
-    def _update_insights_streams(self, insights: List[InsightConfig], default_args, streams) -> List[Type[Stream]]:
-        """Update method, if insights have values returns streams replacing the
-        default insights streams else returns streams
-        """
-        if not insights:
-            return streams
-
-        insights_custom_streams = list()
-
-        for insight in insights:
-            args = dict(
-                api=default_args["api"],
+    def get_custom_insights_streams(self, api: API, config: ConnectorConfig) -> List[Type[Stream]]:
+        """return custom insights streams"""
+        streams = []
+        for insight in config.custom_insights or []:
+            stream = AdsInsights(
+                api=api,
                 name=f"Custom{insight.name}",
                 fields=list(set(insight.fields)),
                 breakdowns=list(set(insight.breakdowns)),
                 action_breakdowns=list(set(insight.action_breakdowns)),
                 time_increment=insight.time_increment,
-                start_date=insight.start_date or default_args["start_date"],
-                end_date=insight.end_date or default_args["end_date"],
-                insights_lookback_window=insight.insights_lookback_window or default_args["insights_lookback_window"],
+                start_date=insight.start_date or config.start_date,
+                end_date=insight.end_date or config.end_date,
+                insights_lookback_window=insight.insights_lookback_window or config.insights_lookback_window,
             )
-            insight_stream = AdsInsights(**args)
-            insights_custom_streams.append(insight_stream)
-
-        return streams + insights_custom_streams
+            streams.append(stream)
+        return streams

airbyte-integrations/connectors/source-facebook-marketing/source_facebook_marketing/utils.py

@@ -5,6 +5,8 @@
 import logging
 
 import pendulum
+from airbyte_cdk.models import SyncMode
+from airbyte_cdk.sources.streams import Stream
 from pendulum import DateTime
 
 logger = logging.getLogger("airbyte")
@@ -40,3 +42,11 @@ def validate_end_date(start_date: DateTime, end_date: DateTime) -> DateTime:
         logger.warning(message)
         return start_date
     return end_date
+
+
+def read_full_refresh(stream_instance: Stream):
+    slices = stream_instance.stream_slices(sync_mode=SyncMode.full_refresh)
+    for _slice in slices:
+        records = stream_instance.read_records(stream_slice=_slice, sync_mode=SyncMode.full_refresh)
+        for record in records:
+            yield record

airbyte-integrations/connectors/source-facebook-marketing/unit_tests/test_source.py

@@ -99,20 +99,12 @@ def test_spec(self):
 
         assert isinstance(spec, ConnectorSpecification)
 
-    def test_update_insights_streams(self, api, config):
+    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"]},
         ]
-        streams = SourceFacebookMarketing().streams(config)
         config = ConnectorConfig.parse_obj(config)
-        insights_args = dict(
-            api=api,
-            start_date=config.start_date,
-            end_date=config.end_date,
-        )
-        assert SourceFacebookMarketing()._update_insights_streams(
-            insights=config.custom_insights, default_args=insights_args, streams=streams
-        )
+        assert SourceFacebookMarketing().get_custom_insights_streams(api, config)
 
 
 def test_check_config(config_gen, requests_mock):

docs/integrations/sources/facebook-marketing.md

@@ -127,6 +127,7 @@ Please be informed that the connector uses the `lookback_window` parameter to pe
 
 | Version | Date       | Pull Request                                             | Subject                                                                                                                                                                                                                                                                                           |
 |:--------|:-----------|:---------------------------------------------------------|:--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
+| 0.2.73  | 2022-11-21 | [19645](https://github.com/airbytehq/airbyte/pull/19645) | Check "breakdowns" combinations                                                                                                                                                                                                                                                                   |
 | 0.2.72  | 2022-11-04 | [18971](https://github.com/airbytehq/airbyte/pull/18971) | handle FacebookBadObjectError for empty results on async jobs                                                                                                                                                                                                                                     |
 | 0.2.71  | 2022-10-31 | [18734](https://github.com/airbytehq/airbyte/pull/18734) | Reduce request record limit on retry                                                                                                                                                                                                                                                              |
 | 0.2.70  | 2022-10-26 | [18045](https://github.com/airbytehq/airbyte/pull/18045) | Upgrade FB SDK to v15.0                                                                                                                                                                                                                                                                           |