bkossakowska commented on code in PR #32256:
URL: https://github.com/apache/airflow/pull/32256#discussion_r1285445226
##########
airflow/providers/google/cloud/hooks/dataplex.py:
##########
@@ -361,3 +374,434 @@ def get_lake(
metadata=metadata,
)
return result
+
+ @GoogleBaseHook.fallback_to_default_project_id
+ def create_zone(
+ self,
+ project_id: str,
+ region: str,
+ lake_id: str,
+ zone_id: str,
+ body: dict[str, Any] | Zone,
+ retry: Retry | _MethodDefault = DEFAULT,
+ timeout: float | None = None,
+ metadata: Sequence[tuple[str, str]] = (),
+ ) -> Any:
+ """
+ Creates a zone resource within a lake.
+
+ :param project_id: Required. The ID of the Google Cloud project that
the lake belongs to.
+ :param region: Required. The ID of the Google Cloud region that the
lake belongs to.
+ :param lake_id: Required. The ID of the Google Cloud lake to be
retrieved.
+ :param body: Required. The Request body contains an instance of Zone.
+ :param zone_id: Required. Zone identifier.
+ :param retry: A retry object used to retry requests. If `None` is
specified, requests
+ will not be retried.
+ :param timeout: The amount of time, in seconds, to wait for the
request to complete.
+ Note that if `retry` is specified, the timeout applies to each
individual attempt.
+ :param metadata: Additional metadata that is provided to the method.
+ """
+ client = self.get_dataplex_client()
+
+ name = f"projects/{project_id}/locations/{region}/lakes/{lake_id}"
+ result = client.create_zone(
+ request={
+ "parent": name,
+ "zone": body,
+ "zone_id": zone_id,
+ },
+ retry=retry,
+ timeout=timeout,
+ metadata=metadata,
+ )
+ return result
+
+ @GoogleBaseHook.fallback_to_default_project_id
+ def delete_zone(
+ self,
+ project_id: str,
+ region: str,
+ lake_id: str,
+ zone_id: str,
+ retry: Retry | _MethodDefault = DEFAULT,
+ timeout: float | None = None,
+ metadata: Sequence[tuple[str, str]] = (),
+ ) -> Any:
+ """
+ Deletes a zone resource. All assets within a zone must be deleted
before the zone can be deleted.
+
+ :param project_id: Required. The ID of the Google Cloud project that
the lake belongs to.
+ :param region: Required. The ID of the Google Cloud region that the
lake belongs to.
+ :param lake_id: Required. The ID of the Google Cloud lake to be
retrieved.
+ :param zone_id: Required. Zone identifier.
+ :param retry: A retry object used to retry requests. If `None` is
specified, requests
+ will not be retried.
+ :param timeout: The amount of time, in seconds, to wait for the
request to complete.
+ Note that if `retry` is specified, the timeout applies to each
individual attempt.
+ :param metadata: Additional metadata that is provided to the method.
+ """
+ client = self.get_dataplex_client()
+
+ name =
f"projects/{project_id}/locations/{region}/lakes/{lake_id}/zones/{zone_id}"
+ operation = client.delete_zone(
+ request={"name": name},
+ retry=retry,
+ timeout=timeout,
+ metadata=metadata,
+ )
+ return operation
+
+ @GoogleBaseHook.fallback_to_default_project_id
+ def create_asset(
+ self,
+ project_id: str,
+ region: str,
+ lake_id: str,
+ zone_id: str,
+ asset_id: str,
+ body: dict[str, Any] | Asset,
+ retry: Retry | _MethodDefault = DEFAULT,
+ timeout: float | None = None,
+ metadata: Sequence[tuple[str, str]] = (),
+ ) -> Any:
+ """
+ Creates an asset resource.
+
+ :param project_id: Required. The ID of the Google Cloud project that
the lake belongs to.
+ :param region: Required. The ID of the Google Cloud region that the
lake belongs to.
+ :param lake_id: Required. The ID of the Google Cloud lake to be
retrieved.
+ :param zone_id: Required. Zone identifier.
+ :param asset_id: Required. Asset identifier.
+ :param body: Required. The Request body contains an instance of Asset.
+ :param retry: A retry object used to retry requests. If `None` is
specified, requests
+ will not be retried.
+ :param timeout: The amount of time, in seconds, to wait for the
request to complete.
+ Note that if `retry` is specified, the timeout applies to each
individual attempt.
+ :param metadata: Additional metadata that is provided to the method.
+ """
+ client = self.get_dataplex_client()
+
+ name =
f"projects/{project_id}/locations/{region}/lakes/{lake_id}/zones/{zone_id}"
+ result = client.create_asset(
+ request={
+ "parent": name,
+ "asset": body,
+ "asset_id": asset_id,
+ },
+ retry=retry,
+ timeout=timeout,
+ metadata=metadata,
+ )
+ return result
+
+ @GoogleBaseHook.fallback_to_default_project_id
+ def delete_asset(
+ self,
+ project_id: str,
+ region: str,
+ lake_id: str,
+ asset_id: str,
+ zone_id: str,
+ retry: Retry | _MethodDefault = DEFAULT,
+ timeout: float | None = None,
+ metadata: Sequence[tuple[str, str]] = (),
+ ) -> Any:
+ """
+ Deletes an asset resource.
+
+ :param project_id: Required. The ID of the Google Cloud project that
the lake belongs to.
+ :param region: Required. The ID of the Google Cloud region that the
lake belongs to.
+ :param lake_id: Required. The ID of the Google Cloud lake to be
retrieved.
+ :param zone_id: Required. Zone identifier.
+ :param asset_id: Required. Asset identifier.
+ :param retry: A retry object used to retry requests. If `None` is
specified, requests
+ will not be retried.
+ :param timeout: The amount of time, in seconds, to wait for the
request to complete.
+ Note that if `retry` is specified, the timeout applies to each
individual attempt.
+ :param metadata: Additional metadata that is provided to the method.
+ """
+ client = self.get_dataplex_client()
+
+ name =
f"projects/{project_id}/locations/{region}/lakes/{lake_id}/zones/{zone_id}/assets/{asset_id}"
+ result = client.delete_asset(
+ request={"name": name},
+ retry=retry,
+ timeout=timeout,
+ metadata=metadata,
+ )
+ return result
+
+ @GoogleBaseHook.fallback_to_default_project_id
+ def create_data_scan(
+ self,
+ project_id: str,
+ region: str,
+ body: dict[str, Any] | DataScan,
+ data_scan_id: str | None = None,
+ retry: Retry | _MethodDefault = DEFAULT,
+ timeout: float | None = None,
+ metadata: Sequence[tuple[str, str]] = (),
+ ) -> Any:
+ """
+ Creates a DataScan resource.
+
+ :param project_id: Required. The ID of the Google Cloud project that
the lake belongs to.
+ :param region: Required. The ID of the Google Cloud region that the
lake belongs to.
+ :param data_scan_id: Required. Data Quality scan identifier.
+ :param body: Required. The Request body contains an instance of
DataScan.
+ :param retry: A retry object used to retry requests. If `None` is
specified, requests
+ will not be retried.
+ :param timeout: The amount of time, in seconds, to wait for the
request to complete.
+ Note that if `retry` is specified, the timeout applies to each
individual attempt.
+ :param metadata: Additional metadata that is provided to the method.
+ """
+ client = self.get_dataplex_data_scan_client()
+
+ parent = f"projects/{project_id}/locations/{region}"
+ result = client.create_data_scan(
+ request={
+ "parent": parent,
+ "data_scan": body,
+ "data_scan_id": data_scan_id,
+ },
+ retry=retry,
+ timeout=timeout,
+ metadata=metadata,
+ )
+ return result
+
+ @GoogleBaseHook.fallback_to_default_project_id
+ def run_data_scan(
+ self,
+ project_id: str,
+ region: str,
+ data_scan_id: str,
+ retry: Retry | _MethodDefault = DEFAULT,
+ timeout: float | None = None,
+ metadata: Sequence[tuple[str, str]] = (),
+ ) -> Any:
+ """
+ Runs an on-demand execution of a DataScan.
+
+ :param project_id: Required. The ID of the Google Cloud project that
the lake belongs to.
+ :param region: Required. The ID of the Google Cloud region that the
lake belongs to.
+ :param data_scan_id: Required. Data Quality scan identifier.
+ :param retry: A retry object used to retry requests. If `None` is
specified, requests
+ will not be retried.
+ :param timeout: The amount of time, in seconds, to wait for the
request to complete.
+ Note that if `retry` is specified, the timeout applies to each
individual attempt.
+ :param metadata: Additional metadata that is provided to the method.
+ """
+ client = self.get_dataplex_data_scan_client()
+
+ name = PATH_DATA_SCAN.format(project_id=project_id, region=region,
data_scan_id=data_scan_id)
+ result = client.run_data_scan(
+ request={
+ "name": name,
+ },
+ retry=retry,
+ timeout=timeout,
+ metadata=metadata,
+ )
+ return result
+
+ @GoogleBaseHook.fallback_to_default_project_id
+ def get_data_scan_job(
+ self,
+ project_id: str,
+ region: str,
+ data_scan_id: str | None = None,
+ job_id: str | None = None,
+ retry: Retry | _MethodDefault = DEFAULT,
+ timeout: float | None = None,
+ metadata: Sequence[tuple[str, str]] = (),
+ ) -> Any:
+ """
+ Gets a DataScan Job resource.
+
+ :param project_id: Required. The ID of the Google Cloud project that
the lake belongs to.
+ :param region: Required. The ID of the Google Cloud region that the
lake belongs to.
+ :param data_scan_id: Required. Data Quality scan identifier.
+ :param job_id: Required. The resource name of the DataScanJob:
+
projects/{project_id}/locations/{region}/dataScans/{data_scan_id}/jobs/{data_scan_job_id}
+ :param retry: A retry object used to retry requests. If `None` is
specified, requests
+ will not be retried.
+ :param timeout: The amount of time, in seconds, to wait for the
request to complete.
+ Note that if `retry` is specified, the timeout applies to each
individual attempt.
+ :param metadata: Additional metadata that is provided to the method.
+ """
+ client = self.get_dataplex_data_scan_client()
+
+ name =
f"projects/{project_id}/locations/{region}/dataScans/{data_scan_id}/jobs/{job_id}"
+ result = client.get_data_scan_job(
+ request={"name": name, "view": "FULL"},
+ retry=retry,
+ timeout=timeout,
+ metadata=metadata,
+ )
+ return result
+
+ def wait_for_data_scan_job(
+ self,
+ data_scan_id: str,
+ fail_on_dq_failure: bool,
+ job_id: str | None = None,
+ fail_on_job_failure: bool = True,
+ project_id: str | None = None,
+ region: str | None = None,
+ wait_time: int = 10,
+ timeout: float | None = None,
+ fail_on_timeout: bool = True,
+ ) -> None:
+ """
+ Wait for Dataplex data scan job.
+
+ :param job_id: Required. The job_id to wait for.
+ :param data_scan_id: Required. Data Quality scan identifier.
+ :param region: Required. The ID of the Google Cloud region that the
lake belongs to.
+ :param project_id: Optional. Google Cloud project ID.
+ :param wait_time: Number of seconds between checks.
+ :param timeout: The amount of time, in seconds, to wait for an
execution job the result.
+ :param fail_on_dq_failure: If set to true and not all Data Quality
scan rules have been passed,
+ an exception is thrown. If set to false and not all Data Quality
scan rules have been passed,
+ execution will finish with success.
+ :param fail_on_job_failure: If set to true and job fails, an exception
is thrown.
+ :param fail_on_timeout: If set to true and timeout, an exception is
thrown.
+ """
+ start = time.monotonic()
+ state = None
+ while state not in (
+ DataScanJob.State.CANCELLED,
+ DataScanJob.State.FAILED,
+ DataScanJob.State.SUCCEEDED,
+ ):
+ if timeout and start + timeout < time.monotonic():
+ if fail_on_timeout:
+ raise AirflowException(
+ f"Timeout: data quality scan {job_id} is not ready
after {timeout}s"
+ )
+ break
+ time.sleep(wait_time)
+ try:
+ job = self.get_data_scan_job(
+ job_id=job_id,
+ data_scan_id=data_scan_id,
+ project_id=project_id,
+ region=region,
+ )
+ state = job.state
+ except Exception as err:
+ self.log.info("Retrying. Dataplex API returned error when
waiting for job: %s", err)
+
+ if fail_on_dq_failure:
+ if state == DataScanJob.State.SUCCEEDED and not
job.data_quality_result.passed:
+ raise AirflowException(f"Data Quality scan failed:
{data_scan_id}")
+ if state == DataScanJob.State.FAILED:
+ if fail_on_job_failure:
+ raise AirflowException(f"Job failed:\n{job_id}")
+ break
+ if state == DataScanJob.State.CANCELLED:
+ raise AirflowException(f"Job was cancelled:\n{job_id}")
Review Comment:
changed, but here we have to return the job, not just the status
##########
airflow/providers/google/cloud/hooks/dataplex.py:
##########
@@ -361,3 +374,434 @@ def get_lake(
metadata=metadata,
)
return result
+
+ @GoogleBaseHook.fallback_to_default_project_id
+ def create_zone(
+ self,
+ project_id: str,
+ region: str,
+ lake_id: str,
+ zone_id: str,
+ body: dict[str, Any] | Zone,
+ retry: Retry | _MethodDefault = DEFAULT,
+ timeout: float | None = None,
+ metadata: Sequence[tuple[str, str]] = (),
+ ) -> Any:
+ """
+ Creates a zone resource within a lake.
+
+ :param project_id: Required. The ID of the Google Cloud project that
the lake belongs to.
+ :param region: Required. The ID of the Google Cloud region that the
lake belongs to.
+ :param lake_id: Required. The ID of the Google Cloud lake to be
retrieved.
+ :param body: Required. The Request body contains an instance of Zone.
+ :param zone_id: Required. Zone identifier.
+ :param retry: A retry object used to retry requests. If `None` is
specified, requests
+ will not be retried.
+ :param timeout: The amount of time, in seconds, to wait for the
request to complete.
+ Note that if `retry` is specified, the timeout applies to each
individual attempt.
+ :param metadata: Additional metadata that is provided to the method.
+ """
+ client = self.get_dataplex_client()
+
+ name = f"projects/{project_id}/locations/{region}/lakes/{lake_id}"
+ result = client.create_zone(
+ request={
+ "parent": name,
+ "zone": body,
+ "zone_id": zone_id,
+ },
+ retry=retry,
+ timeout=timeout,
+ metadata=metadata,
+ )
+ return result
+
+ @GoogleBaseHook.fallback_to_default_project_id
+ def delete_zone(
+ self,
+ project_id: str,
+ region: str,
+ lake_id: str,
+ zone_id: str,
+ retry: Retry | _MethodDefault = DEFAULT,
+ timeout: float | None = None,
+ metadata: Sequence[tuple[str, str]] = (),
+ ) -> Any:
+ """
+ Deletes a zone resource. All assets within a zone must be deleted
before the zone can be deleted.
+
+ :param project_id: Required. The ID of the Google Cloud project that
the lake belongs to.
+ :param region: Required. The ID of the Google Cloud region that the
lake belongs to.
+ :param lake_id: Required. The ID of the Google Cloud lake to be
retrieved.
+ :param zone_id: Required. Zone identifier.
+ :param retry: A retry object used to retry requests. If `None` is
specified, requests
+ will not be retried.
+ :param timeout: The amount of time, in seconds, to wait for the
request to complete.
+ Note that if `retry` is specified, the timeout applies to each
individual attempt.
+ :param metadata: Additional metadata that is provided to the method.
+ """
+ client = self.get_dataplex_client()
+
+ name =
f"projects/{project_id}/locations/{region}/lakes/{lake_id}/zones/{zone_id}"
+ operation = client.delete_zone(
+ request={"name": name},
+ retry=retry,
+ timeout=timeout,
+ metadata=metadata,
+ )
+ return operation
+
+ @GoogleBaseHook.fallback_to_default_project_id
+ def create_asset(
+ self,
+ project_id: str,
+ region: str,
+ lake_id: str,
+ zone_id: str,
+ asset_id: str,
+ body: dict[str, Any] | Asset,
+ retry: Retry | _MethodDefault = DEFAULT,
+ timeout: float | None = None,
+ metadata: Sequence[tuple[str, str]] = (),
+ ) -> Any:
+ """
+ Creates an asset resource.
+
+ :param project_id: Required. The ID of the Google Cloud project that
the lake belongs to.
+ :param region: Required. The ID of the Google Cloud region that the
lake belongs to.
+ :param lake_id: Required. The ID of the Google Cloud lake to be
retrieved.
+ :param zone_id: Required. Zone identifier.
+ :param asset_id: Required. Asset identifier.
+ :param body: Required. The Request body contains an instance of Asset.
+ :param retry: A retry object used to retry requests. If `None` is
specified, requests
+ will not be retried.
+ :param timeout: The amount of time, in seconds, to wait for the
request to complete.
+ Note that if `retry` is specified, the timeout applies to each
individual attempt.
+ :param metadata: Additional metadata that is provided to the method.
+ """
+ client = self.get_dataplex_client()
+
+ name =
f"projects/{project_id}/locations/{region}/lakes/{lake_id}/zones/{zone_id}"
+ result = client.create_asset(
+ request={
+ "parent": name,
+ "asset": body,
+ "asset_id": asset_id,
+ },
+ retry=retry,
+ timeout=timeout,
+ metadata=metadata,
+ )
+ return result
+
+ @GoogleBaseHook.fallback_to_default_project_id
+ def delete_asset(
+ self,
+ project_id: str,
+ region: str,
+ lake_id: str,
+ asset_id: str,
+ zone_id: str,
+ retry: Retry | _MethodDefault = DEFAULT,
+ timeout: float | None = None,
+ metadata: Sequence[tuple[str, str]] = (),
+ ) -> Any:
+ """
+ Deletes an asset resource.
+
+ :param project_id: Required. The ID of the Google Cloud project that
the lake belongs to.
+ :param region: Required. The ID of the Google Cloud region that the
lake belongs to.
+ :param lake_id: Required. The ID of the Google Cloud lake to be
retrieved.
+ :param zone_id: Required. Zone identifier.
+ :param asset_id: Required. Asset identifier.
+ :param retry: A retry object used to retry requests. If `None` is
specified, requests
+ will not be retried.
+ :param timeout: The amount of time, in seconds, to wait for the
request to complete.
+ Note that if `retry` is specified, the timeout applies to each
individual attempt.
+ :param metadata: Additional metadata that is provided to the method.
+ """
+ client = self.get_dataplex_client()
+
+ name =
f"projects/{project_id}/locations/{region}/lakes/{lake_id}/zones/{zone_id}/assets/{asset_id}"
+ result = client.delete_asset(
+ request={"name": name},
+ retry=retry,
+ timeout=timeout,
+ metadata=metadata,
+ )
+ return result
+
+ @GoogleBaseHook.fallback_to_default_project_id
+ def create_data_scan(
+ self,
+ project_id: str,
+ region: str,
+ body: dict[str, Any] | DataScan,
+ data_scan_id: str | None = None,
+ retry: Retry | _MethodDefault = DEFAULT,
+ timeout: float | None = None,
+ metadata: Sequence[tuple[str, str]] = (),
+ ) -> Any:
+ """
+ Creates a DataScan resource.
+
+ :param project_id: Required. The ID of the Google Cloud project that
the lake belongs to.
+ :param region: Required. The ID of the Google Cloud region that the
lake belongs to.
+ :param data_scan_id: Required. Data Quality scan identifier.
+ :param body: Required. The Request body contains an instance of
DataScan.
+ :param retry: A retry object used to retry requests. If `None` is
specified, requests
+ will not be retried.
+ :param timeout: The amount of time, in seconds, to wait for the
request to complete.
+ Note that if `retry` is specified, the timeout applies to each
individual attempt.
+ :param metadata: Additional metadata that is provided to the method.
+ """
+ client = self.get_dataplex_data_scan_client()
+
+ parent = f"projects/{project_id}/locations/{region}"
+ result = client.create_data_scan(
+ request={
+ "parent": parent,
+ "data_scan": body,
+ "data_scan_id": data_scan_id,
+ },
+ retry=retry,
+ timeout=timeout,
+ metadata=metadata,
+ )
+ return result
+
+ @GoogleBaseHook.fallback_to_default_project_id
+ def run_data_scan(
+ self,
+ project_id: str,
+ region: str,
+ data_scan_id: str,
+ retry: Retry | _MethodDefault = DEFAULT,
+ timeout: float | None = None,
+ metadata: Sequence[tuple[str, str]] = (),
+ ) -> Any:
+ """
+ Runs an on-demand execution of a DataScan.
+
+ :param project_id: Required. The ID of the Google Cloud project that
the lake belongs to.
+ :param region: Required. The ID of the Google Cloud region that the
lake belongs to.
+ :param data_scan_id: Required. Data Quality scan identifier.
+ :param retry: A retry object used to retry requests. If `None` is
specified, requests
+ will not be retried.
+ :param timeout: The amount of time, in seconds, to wait for the
request to complete.
+ Note that if `retry` is specified, the timeout applies to each
individual attempt.
+ :param metadata: Additional metadata that is provided to the method.
+ """
+ client = self.get_dataplex_data_scan_client()
+
+ name = PATH_DATA_SCAN.format(project_id=project_id, region=region,
data_scan_id=data_scan_id)
+ result = client.run_data_scan(
+ request={
+ "name": name,
+ },
+ retry=retry,
+ timeout=timeout,
+ metadata=metadata,
+ )
+ return result
+
+ @GoogleBaseHook.fallback_to_default_project_id
+ def get_data_scan_job(
+ self,
+ project_id: str,
+ region: str,
+ data_scan_id: str | None = None,
+ job_id: str | None = None,
+ retry: Retry | _MethodDefault = DEFAULT,
+ timeout: float | None = None,
+ metadata: Sequence[tuple[str, str]] = (),
+ ) -> Any:
+ """
+ Gets a DataScan Job resource.
+
+ :param project_id: Required. The ID of the Google Cloud project that
the lake belongs to.
+ :param region: Required. The ID of the Google Cloud region that the
lake belongs to.
+ :param data_scan_id: Required. Data Quality scan identifier.
+ :param job_id: Required. The resource name of the DataScanJob:
+
projects/{project_id}/locations/{region}/dataScans/{data_scan_id}/jobs/{data_scan_job_id}
+ :param retry: A retry object used to retry requests. If `None` is
specified, requests
+ will not be retried.
+ :param timeout: The amount of time, in seconds, to wait for the
request to complete.
+ Note that if `retry` is specified, the timeout applies to each
individual attempt.
+ :param metadata: Additional metadata that is provided to the method.
+ """
+ client = self.get_dataplex_data_scan_client()
+
+ name =
f"projects/{project_id}/locations/{region}/dataScans/{data_scan_id}/jobs/{job_id}"
+ result = client.get_data_scan_job(
+ request={"name": name, "view": "FULL"},
+ retry=retry,
+ timeout=timeout,
+ metadata=metadata,
+ )
+ return result
+
+ def wait_for_data_scan_job(
+ self,
+ data_scan_id: str,
+ fail_on_dq_failure: bool,
+ job_id: str | None = None,
+ fail_on_job_failure: bool = True,
+ project_id: str | None = None,
+ region: str | None = None,
+ wait_time: int = 10,
Review Comment:
why only 2 seconds?
##########
airflow/providers/google/cloud/hooks/dataplex.py:
##########
@@ -361,3 +374,434 @@ def get_lake(
metadata=metadata,
)
return result
+
+ @GoogleBaseHook.fallback_to_default_project_id
+ def create_zone(
+ self,
+ project_id: str,
+ region: str,
+ lake_id: str,
+ zone_id: str,
+ body: dict[str, Any] | Zone,
+ retry: Retry | _MethodDefault = DEFAULT,
+ timeout: float | None = None,
+ metadata: Sequence[tuple[str, str]] = (),
+ ) -> Any:
+ """
+ Creates a zone resource within a lake.
+
+ :param project_id: Required. The ID of the Google Cloud project that
the lake belongs to.
+ :param region: Required. The ID of the Google Cloud region that the
lake belongs to.
+ :param lake_id: Required. The ID of the Google Cloud lake to be
retrieved.
+ :param body: Required. The Request body contains an instance of Zone.
+ :param zone_id: Required. Zone identifier.
+ :param retry: A retry object used to retry requests. If `None` is
specified, requests
+ will not be retried.
+ :param timeout: The amount of time, in seconds, to wait for the
request to complete.
+ Note that if `retry` is specified, the timeout applies to each
individual attempt.
+ :param metadata: Additional metadata that is provided to the method.
+ """
+ client = self.get_dataplex_client()
+
+ name = f"projects/{project_id}/locations/{region}/lakes/{lake_id}"
+ result = client.create_zone(
+ request={
+ "parent": name,
+ "zone": body,
+ "zone_id": zone_id,
+ },
+ retry=retry,
+ timeout=timeout,
+ metadata=metadata,
+ )
+ return result
+
+ @GoogleBaseHook.fallback_to_default_project_id
+ def delete_zone(
+ self,
+ project_id: str,
+ region: str,
+ lake_id: str,
+ zone_id: str,
+ retry: Retry | _MethodDefault = DEFAULT,
+ timeout: float | None = None,
+ metadata: Sequence[tuple[str, str]] = (),
+ ) -> Any:
+ """
+ Deletes a zone resource. All assets within a zone must be deleted
before the zone can be deleted.
+
+ :param project_id: Required. The ID of the Google Cloud project that
the lake belongs to.
+ :param region: Required. The ID of the Google Cloud region that the
lake belongs to.
+ :param lake_id: Required. The ID of the Google Cloud lake to be
retrieved.
+ :param zone_id: Required. Zone identifier.
+ :param retry: A retry object used to retry requests. If `None` is
specified, requests
+ will not be retried.
+ :param timeout: The amount of time, in seconds, to wait for the
request to complete.
+ Note that if `retry` is specified, the timeout applies to each
individual attempt.
+ :param metadata: Additional metadata that is provided to the method.
+ """
+ client = self.get_dataplex_client()
+
+ name =
f"projects/{project_id}/locations/{region}/lakes/{lake_id}/zones/{zone_id}"
+ operation = client.delete_zone(
+ request={"name": name},
+ retry=retry,
+ timeout=timeout,
+ metadata=metadata,
+ )
+ return operation
+
+ @GoogleBaseHook.fallback_to_default_project_id
+ def create_asset(
+ self,
+ project_id: str,
+ region: str,
+ lake_id: str,
+ zone_id: str,
+ asset_id: str,
+ body: dict[str, Any] | Asset,
+ retry: Retry | _MethodDefault = DEFAULT,
+ timeout: float | None = None,
+ metadata: Sequence[tuple[str, str]] = (),
+ ) -> Any:
+ """
+ Creates an asset resource.
+
+ :param project_id: Required. The ID of the Google Cloud project that
the lake belongs to.
+ :param region: Required. The ID of the Google Cloud region that the
lake belongs to.
+ :param lake_id: Required. The ID of the Google Cloud lake to be
retrieved.
+ :param zone_id: Required. Zone identifier.
+ :param asset_id: Required. Asset identifier.
+ :param body: Required. The Request body contains an instance of Asset.
+ :param retry: A retry object used to retry requests. If `None` is
specified, requests
+ will not be retried.
+ :param timeout: The amount of time, in seconds, to wait for the
request to complete.
+ Note that if `retry` is specified, the timeout applies to each
individual attempt.
+ :param metadata: Additional metadata that is provided to the method.
+ """
+ client = self.get_dataplex_client()
+
+ name =
f"projects/{project_id}/locations/{region}/lakes/{lake_id}/zones/{zone_id}"
+ result = client.create_asset(
+ request={
+ "parent": name,
+ "asset": body,
+ "asset_id": asset_id,
+ },
+ retry=retry,
+ timeout=timeout,
+ metadata=metadata,
+ )
+ return result
+
+ @GoogleBaseHook.fallback_to_default_project_id
+ def delete_asset(
+ self,
+ project_id: str,
+ region: str,
+ lake_id: str,
+ asset_id: str,
+ zone_id: str,
+ retry: Retry | _MethodDefault = DEFAULT,
+ timeout: float | None = None,
+ metadata: Sequence[tuple[str, str]] = (),
+ ) -> Any:
+ """
+ Deletes an asset resource.
+
+ :param project_id: Required. The ID of the Google Cloud project that
the lake belongs to.
+ :param region: Required. The ID of the Google Cloud region that the
lake belongs to.
+ :param lake_id: Required. The ID of the Google Cloud lake to be
retrieved.
+ :param zone_id: Required. Zone identifier.
+ :param asset_id: Required. Asset identifier.
+ :param retry: A retry object used to retry requests. If `None` is
specified, requests
+ will not be retried.
+ :param timeout: The amount of time, in seconds, to wait for the
request to complete.
+ Note that if `retry` is specified, the timeout applies to each
individual attempt.
+ :param metadata: Additional metadata that is provided to the method.
+ """
+ client = self.get_dataplex_client()
+
+ name =
f"projects/{project_id}/locations/{region}/lakes/{lake_id}/zones/{zone_id}/assets/{asset_id}"
+ result = client.delete_asset(
+ request={"name": name},
+ retry=retry,
+ timeout=timeout,
+ metadata=metadata,
+ )
+ return result
+
+ @GoogleBaseHook.fallback_to_default_project_id
+ def create_data_scan(
+ self,
+ project_id: str,
+ region: str,
+ body: dict[str, Any] | DataScan,
+ data_scan_id: str | None = None,
+ retry: Retry | _MethodDefault = DEFAULT,
+ timeout: float | None = None,
+ metadata: Sequence[tuple[str, str]] = (),
+ ) -> Any:
+ """
+ Creates a DataScan resource.
+
+ :param project_id: Required. The ID of the Google Cloud project that
the lake belongs to.
+ :param region: Required. The ID of the Google Cloud region that the
lake belongs to.
+ :param data_scan_id: Required. Data Quality scan identifier.
+ :param body: Required. The Request body contains an instance of
DataScan.
+ :param retry: A retry object used to retry requests. If `None` is
specified, requests
+ will not be retried.
+ :param timeout: The amount of time, in seconds, to wait for the
request to complete.
+ Note that if `retry` is specified, the timeout applies to each
individual attempt.
+ :param metadata: Additional metadata that is provided to the method.
+ """
+ client = self.get_dataplex_data_scan_client()
+
+ parent = f"projects/{project_id}/locations/{region}"
+ result = client.create_data_scan(
+ request={
+ "parent": parent,
+ "data_scan": body,
+ "data_scan_id": data_scan_id,
+ },
+ retry=retry,
+ timeout=timeout,
+ metadata=metadata,
+ )
+ return result
+
+ @GoogleBaseHook.fallback_to_default_project_id
+ def run_data_scan(
+ self,
+ project_id: str,
+ region: str,
+ data_scan_id: str,
+ retry: Retry | _MethodDefault = DEFAULT,
+ timeout: float | None = None,
+ metadata: Sequence[tuple[str, str]] = (),
+ ) -> Any:
+ """
+ Runs an on-demand execution of a DataScan.
+
+ :param project_id: Required. The ID of the Google Cloud project that
the lake belongs to.
+ :param region: Required. The ID of the Google Cloud region that the
lake belongs to.
+ :param data_scan_id: Required. Data Quality scan identifier.
+ :param retry: A retry object used to retry requests. If `None` is
specified, requests
+ will not be retried.
+ :param timeout: The amount of time, in seconds, to wait for the
request to complete.
+ Note that if `retry` is specified, the timeout applies to each
individual attempt.
+ :param metadata: Additional metadata that is provided to the method.
+ """
+ client = self.get_dataplex_data_scan_client()
+
+ name = PATH_DATA_SCAN.format(project_id=project_id, region=region,
data_scan_id=data_scan_id)
+ result = client.run_data_scan(
+ request={
+ "name": name,
+ },
+ retry=retry,
+ timeout=timeout,
+ metadata=metadata,
+ )
+ return result
+
+ @GoogleBaseHook.fallback_to_default_project_id
+ def get_data_scan_job(
+ self,
+ project_id: str,
+ region: str,
+ data_scan_id: str | None = None,
+ job_id: str | None = None,
+ retry: Retry | _MethodDefault = DEFAULT,
+ timeout: float | None = None,
+ metadata: Sequence[tuple[str, str]] = (),
+ ) -> Any:
+ """
+ Gets a DataScan Job resource.
+
+ :param project_id: Required. The ID of the Google Cloud project that
the lake belongs to.
+ :param region: Required. The ID of the Google Cloud region that the
lake belongs to.
+ :param data_scan_id: Required. Data Quality scan identifier.
+ :param job_id: Required. The resource name of the DataScanJob:
+
projects/{project_id}/locations/{region}/dataScans/{data_scan_id}/jobs/{data_scan_job_id}
+ :param retry: A retry object used to retry requests. If `None` is
specified, requests
+ will not be retried.
+ :param timeout: The amount of time, in seconds, to wait for the
request to complete.
+ Note that if `retry` is specified, the timeout applies to each
individual attempt.
+ :param metadata: Additional metadata that is provided to the method.
+ """
+ client = self.get_dataplex_data_scan_client()
+
+ name =
f"projects/{project_id}/locations/{region}/dataScans/{data_scan_id}/jobs/{job_id}"
+ result = client.get_data_scan_job(
+ request={"name": name, "view": "FULL"},
+ retry=retry,
+ timeout=timeout,
+ metadata=metadata,
+ )
+ return result
+
+ def wait_for_data_scan_job(
+ self,
+ data_scan_id: str,
+ fail_on_dq_failure: bool,
+ job_id: str | None = None,
+ fail_on_job_failure: bool = True,
+ project_id: str | None = None,
+ region: str | None = None,
+ wait_time: int = 10,
+ timeout: float | None = None,
+ fail_on_timeout: bool = True,
+ ) -> None:
+ """
+ Wait for Dataplex data scan job.
+
+ :param job_id: Required. The job_id to wait for.
+ :param data_scan_id: Required. Data Quality scan identifier.
+ :param region: Required. The ID of the Google Cloud region that the
lake belongs to.
+ :param project_id: Optional. Google Cloud project ID.
+ :param wait_time: Number of seconds between checks.
+ :param timeout: The amount of time, in seconds, to wait for an
execution job the result.
+ :param fail_on_dq_failure: If set to true and not all Data Quality
scan rules have been passed,
+ an exception is thrown. If set to false and not all Data Quality
scan rules have been passed,
+ execution will finish with success.
+ :param fail_on_job_failure: If set to true and job fails, an exception
is thrown.
+ :param fail_on_timeout: If set to true and timeout, an exception is
thrown.
Review Comment:
done
##########
airflow/providers/google/cloud/operators/dataplex.py:
##########
@@ -610,3 +612,733 @@ def execute(self, context: Context) -> None:
DataplexLakeLink.persist(context=context, task_instance=self)
hook.wait_for_operation(timeout=self.timeout, operation=operation)
self.log.info("Dataplex lake %s deleted successfully!", self.lake_id)
+
+
+class DataplexCreateDataQualityScanOperator(GoogleCloudBaseOperator):
+ """
+ Creates a DataScan resource.
+
+ :param project_id: Required. The ID of the Google Cloud project that the
lake belongs to.
+ :param region: Required. The ID of the Google Cloud region that the lake
belongs to.
+ :param body: Required. The Request body contains an instance of DataScan.
+ :param data_scan_id: Required. Data Quality scan identifier.
+ :param api_version: The version of the api that will be requested for
example 'v1'.
+ :param retry: A retry object used to retry requests. If `None` is
specified, requests
+ will not be retried.
+ :param timeout: The amount of time, in seconds, to wait for the request to
complete.
+ Note that if `retry` is specified, the timeout applies to each
individual attempt.
+ :param metadata: Additional metadata that is provided to the method.
+ :param gcp_conn_id: The connection ID to use when fetching connection info.
+ :param impersonation_chain: Optional service account to impersonate using
short-term
+ credentials, or chained list of accounts required to get the
access_token
+ of the last account in the list, which will be impersonated in the
request.
+ If set as a string, the account must grant the originating account
+ the Service Account Token Creator IAM role.
+ If set as a sequence, the identities from the list must grant
+ Service Account Token Creator IAM role to the directly preceding
identity, with first
+ account from the list granting this role to the originating account
(templated).
+
+ :return: Dataplex data scan id
+ """
+
+ template_fields = ("project_id", "data_scan_id", "body",
"impersonation_chain")
+ template_fields_renderers = {"body": "json"}
+
+ def __init__(
+ self,
+ project_id: str,
+ region: str,
+ data_scan_id: str,
+ body: dict[str, Any] | DataScan,
+ api_version: str = "v1",
+ retry: Retry | _MethodDefault = DEFAULT,
+ timeout: float | None = None,
+ metadata: Sequence[tuple[str, str]] = (),
+ gcp_conn_id: str = "google_cloud_default",
+ impersonation_chain: str | Sequence[str] | None = None,
+ *args,
+ **kwargs,
+ ) -> None:
+ super().__init__(*args, **kwargs)
+ self.project_id = project_id
+ self.region = region
+ self.data_scan_id = data_scan_id
+ self.body = body
+ self.api_version = api_version
+ self.retry = retry
+ self.timeout = timeout
+ self.metadata = metadata
+ self.gcp_conn_id = gcp_conn_id
+ self.impersonation_chain = impersonation_chain
+
+ def execute(self, context: Context):
+ hook = DataplexHook(
+ gcp_conn_id=self.gcp_conn_id,
+ api_version=self.api_version,
+ impersonation_chain=self.impersonation_chain,
+ )
+
+ self.log.info("Creating Dataplex Data Quality scan %s",
self.data_scan_id)
+ try:
+ operation = hook.create_data_scan(
+ project_id=self.project_id,
+ region=self.region,
+ data_scan_id=self.data_scan_id,
+ body=self.body,
+ retry=self.retry,
+ timeout=self.timeout,
+ metadata=self.metadata,
+ )
+ hook.wait_for_operation(timeout=self.timeout, operation=operation)
+ except AlreadyExists:
+ raise AirflowException("Data Quality scan already exists: %s",
{self.data_scan_id})
+ except GoogleAPICallError as e:
+ raise AirflowException(f"Error creating Data Quality scan
{self.data_scan_id}", e)
+
+ self.log.info("Dataplex Data Quality scan %s created successfully!",
self.data_scan_id)
+ return self.data_scan_id
+
+
+class DataplexDeleteDataQualityScanOperator(GoogleCloudBaseOperator):
+ """
+ Deletes a DataScan resource.
+
+ :param project_id: Required. The ID of the Google Cloud project that the
lake belongs to.
+ :param region: Required. The ID of the Google Cloud region that the lake
belongs to.
+ :param data_scan_id: Required. Data Quality scan identifier.
+ :param api_version: The version of the api that will be requested for
example 'v1'.
+ :param retry: A retry object used to retry requests. If `None` is
specified, requests
+ will not be retried.
+ :param timeout: The amount of time, in seconds, to wait for the request to
complete.
+ Note that if `retry` is specified, the timeout applies to each
individual attempt.
+ :param metadata: Additional metadata that is provided to the method.
+ :param gcp_conn_id: The connection ID to use when fetching connection info.
+ :param impersonation_chain: Optional service account to impersonate using
short-term
+ credentials, or chained list of accounts required to get the
access_token
+ of the last account in the list, which will be impersonated in the
request.
+ If set as a string, the account must grant the originating account
+ the Service Account Token Creator IAM role.
+ If set as a sequence, the identities from the list must grant
+ Service Account Token Creator IAM role to the directly preceding
identity, with first
+ account from the list granting this role to the originating account
(templated).
+
+ :return: None
+ """
+
+ template_fields = ("project_id", "data_scan_id", "impersonation_chain")
+
+ def __init__(
+ self,
+ project_id: str,
+ region: str,
+ data_scan_id: str,
+ api_version: str = "v1",
+ retry: Retry | _MethodDefault = DEFAULT,
+ timeout: float | None = None,
+ metadata: Sequence[tuple[str, str]] = (),
+ gcp_conn_id: str = "google_cloud_default",
+ impersonation_chain: str | Sequence[str] | None = None,
+ *args,
+ **kwargs,
+ ) -> None:
+
+ super().__init__(*args, **kwargs)
+ self.project_id = project_id
+ self.region = region
+ self.data_scan_id = data_scan_id
+ self.api_version = api_version
+ self.retry = retry
+ self.timeout = timeout
+ self.metadata = metadata
+ self.gcp_conn_id = gcp_conn_id
+ self.impersonation_chain = impersonation_chain
+
+ def execute(self, context: Context) -> None:
+ hook = DataplexHook(
+ gcp_conn_id=self.gcp_conn_id,
+ api_version=self.api_version,
+ impersonation_chain=self.impersonation_chain,
+ )
+
+ self.log.info("Deleting Dataplex Data Quality Scan: %s",
self.data_scan_id)
+
+ operation = hook.delete_data_scan(
+ project_id=self.project_id,
+ region=self.region,
+ data_scan_id=self.data_scan_id,
+ retry=self.retry,
+ timeout=self.timeout,
+ metadata=self.metadata,
+ )
+ hook.wait_for_operation(timeout=self.timeout, operation=operation)
+ self.log.info("Dataplex Data Quality scan %s deleted successfully!",
self.data_scan_id)
+
+
+class DataplexRunDataQualityScanOperator(GoogleCloudBaseOperator):
+ """
+ Runs an on-demand execution of a DataScan.
+
+ :param project_id: Required. The ID of the Google Cloud project that the
lake belongs to.
+ :param region: Required. The ID of the Google Cloud region that the lake
belongs to.
+ :param data_scan_id: Required. Data Quality scan identifier.
+ :param api_version: The version of the api that will be requested for
example 'v1'.
+ :param retry: A retry object used to retry requests. If `None` is
specified, requests
+ will not be retried.
+ :param timeout: The amount of time, in seconds, to wait for the request to
complete.
+ Note that if `retry` is specified, the timeout applies to each
individual attempt.
+ :param metadata: Additional metadata that is provided to the method.
+ :param gcp_conn_id: The connection ID to use when fetching connection info.
+ :param impersonation_chain: Optional service account to impersonate using
short-term
+ credentials, or chained list of accounts required to get the
access_token
+ of the last account in the list, which will be impersonated in the
request.
+ If set as a string, the account must grant the originating account
+ the Service Account Token Creator IAM role.
+ If set as a sequence, the identities from the list must grant
+ Service Account Token Creator IAM role to the directly preceding
identity, with first
+ account from the list granting this role to the originating account
(templated).
+ :param asynchronous: Flag informing that the Dataplex job should be run
asynchronously.
+ This is useful for submitting long-running jobs and
+ waiting on them asynchronously using the
DataplexDataQualityJobStatusSensor
+ :param fail_on_dq_failure: If set to true and not all Data Quality scan
rules have been passed,
+ an exception is thrown. If set to false and not all Data Quality scan
rules have been passed,
+ execution will finish with success.
+
+ :return: Dataplex Data Quality scan job id.
+ """
+
+ template_fields = ("project_id", "data_scan_id", "impersonation_chain")
+
+ def __init__(
+ self,
+ project_id: str,
+ region: str,
+ data_scan_id: str,
+ api_version: str = "v1",
+ retry: Retry | _MethodDefault = DEFAULT,
+ timeout: float | None = None,
+ metadata: Sequence[tuple[str, str]] = (),
+ gcp_conn_id: str = "google_cloud_default",
+ impersonation_chain: str | Sequence[str] | None = None,
+ asynchronous: bool = False,
+ fail_on_dq_failure: bool = False,
+ *args,
+ **kwargs,
+ ) -> None:
+
+ super().__init__(*args, **kwargs)
+ self.project_id = project_id
+ self.region = region
+ self.data_scan_id = data_scan_id
+ self.api_version = api_version
+ self.retry = retry
+ self.timeout = timeout
+ self.metadata = metadata
+ self.gcp_conn_id = gcp_conn_id
+ self.impersonation_chain = impersonation_chain
+ self.asynchronous = asynchronous
+ self.fail_on_dq_failure = fail_on_dq_failure
+
+ def execute(self, context: Context) -> str:
+ hook = DataplexHook(
+ gcp_conn_id=self.gcp_conn_id,
+ api_version=self.api_version,
+ impersonation_chain=self.impersonation_chain,
+ )
+
+ result = hook.run_data_scan(
+ project_id=self.project_id,
+ region=self.region,
+ data_scan_id=self.data_scan_id,
+ retry=self.retry,
+ timeout=self.timeout,
+ metadata=self.metadata,
+ )
+ job_id = result.job.name.split("/")[-1]
+ if not self.asynchronous:
+ hook.wait_for_data_scan_job(
+ job_id=job_id,
+ data_scan_id=self.data_scan_id,
+ project_id=self.project_id,
+ region=self.region,
+ fail_on_dq_failure=self.fail_on_dq_failure,
+ timeout=self.timeout,
+ )
+ return job_id
+
+
+class DataplexGetDataQualityScanResultOperator(GoogleCloudBaseOperator):
+ """
+ Gets a Data Scan Job resource.
+
+ :param project_id: Required. The ID of the Google Cloud project that the
lake belongs to.
+ :param region: Required. The ID of the Google Cloud region that the lake
belongs to.
+ :param data_scan_id: Required. Data Quality scan identifier.
+ :param job_id: Optional. Data Quality scan job identifier.
+ :param api_version: The version of the api that will be requested for
example 'v1'.
+ :param retry: A retry object used to retry requests. If `None` is
specified, requests
+ will not be retried.
+ :param timeout: The amount of time, in seconds, to wait for the request to
complete. Note that if
+ ``retry`` is specified, the timeout applies to each individual attempt.
+ :param metadata: Additional metadata that is provided to the method.
+ :param gcp_conn_id: The connection ID to use when fetching connection info.
+ :param impersonation_chain: Optional service account to impersonate using
short-term
+ credentials, or chained list of accounts required to get the
access_token
+ of the last account in the list, which will be impersonated in the
request.
+ If set as a string, the account must grant the originating account
+ the Service Account Token Creator IAM role.
+ If set as a sequence, the identities from the list must grant
+ Service Account Token Creator IAM role to the directly preceding
identity, with first
+ account from the list granting this role to the originating account
(templated).
+ :param fail_on_dq_failure: If set to true and not all Data Quality scan
rules have been passed,
+ an exception is thrown. If set to false and not all Data Quality scan
rules have been passed,
+ execution will finish with success.
+ :param wait_for_result: Flag indicating whether to wait for the result of
a job execution
+ or to return the job in its current state.
+
+ :return: Dict representing DataScanJob.
+ When the job completes with a successful status, information about the
Data Quality result
+ is available.
+ """
+
+ template_fields = ("project_id", "data_scan_id", "impersonation_chain")
+
+ def __init__(
+ self,
+ project_id: str,
+ region: str,
+ data_scan_id: str,
+ job_id: str | None = None,
+ api_version: str = "v1",
+ retry: Retry | _MethodDefault = DEFAULT,
+ timeout: float | None = None,
+ metadata: Sequence[tuple[str, str]] = (),
+ gcp_conn_id: str = "google_cloud_default",
+ impersonation_chain: str | Sequence[str] | None = None,
+ fail_on_dq_failure: bool = False,
+ wait_for_results: bool = True,
+ *args,
+ **kwargs,
+ ) -> None:
+ super().__init__(*args, **kwargs)
+ self.project_id = project_id
+ self.region = region
+ self.data_scan_id = data_scan_id
+ self.job_id = job_id
+ self.api_version = api_version
+ self.retry = retry
+ self.timeout = timeout
+ self.metadata = metadata
+ self.gcp_conn_id = gcp_conn_id
+ self.impersonation_chain = impersonation_chain
+ self.fail_on_dq_failure = fail_on_dq_failure
+ self.wait_for_results = wait_for_results
+
+ def execute(self, context: Context) -> dict:
+ hook = DataplexHook(
+ gcp_conn_id=self.gcp_conn_id,
+ api_version=self.api_version,
+ impersonation_chain=self.impersonation_chain,
+ )
+ # fetch the last job
+ if not self.job_id:
+ jobs = hook.list_data_scan_jobs(
+ project_id=self.project_id,
+ region=self.region,
+ data_scan_id=self.data_scan_id,
+ retry=self.retry,
+ timeout=self.timeout,
+ metadata=self.metadata,
+ )
+ job_ids = [DataScanJob.to_dict(job) for job in jobs]
+ if not job_ids:
+ raise AirflowException("There are no jobs, you should create
one before.")
+ job_id = job_ids[0]["name"]
+ self.job_id = job_id.split("/")[-1]
+
+ if self.wait_for_results:
+ hook.wait_for_data_scan_job(
+ job_id=self.job_id,
+ data_scan_id=self.data_scan_id,
+ project_id=self.project_id,
+ region=self.region,
+ fail_on_dq_failure=self.fail_on_dq_failure,
+ fail_on_job_failure=False,
+ fail_on_timeout=False,
+ timeout=self.timeout,
+ )
+
+ job = hook.get_data_scan_job(
+ project_id=self.project_id,
+ region=self.region,
+ job_id=self.job_id,
+ data_scan_id=self.data_scan_id,
+ retry=self.retry,
+ timeout=self.timeout,
+ metadata=self.metadata,
+ )
+
+ if self.fail_on_dq_failure:
+ if job.state == DataScanJob.State.SUCCEEDED and not
job.data_quality_result.passed:
+ raise AirflowException(f"Data Quality failed:
{self.data_scan_id}")
+
+ return MessageToDict(job._pb)
Review Comment:
DataScanJob is returned here,
here we have status information (the status depends on which parameters we
have selected) and when the job is successful, in addition information about
the Data Quality result.
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