VladaZakharova commented on code in PR #32256:
URL: https://github.com/apache/airflow/pull/32256#discussion_r1277708443
##########
airflow/providers/google/cloud/sensors/dataplex.py:
##########
@@ -114,3 +115,81 @@ def poke(self, context: Context) -> bool:
self.log.info("Current status of the Dataplex task %s => %s",
self.dataplex_task_id, task_status)
return task_status == TaskState.ACTIVE
+
+
+class DataplexDataQualityJobStatusSensor(BaseSensorOperator):
+ """
+ Check the status of the Dataplex data scan job is SUCCEEDED.
+
+ :param project_id: Required. The ID of the Google Cloud project that the
task belongs to.
+ :param region: Required. The ID of the Google Cloud region that the task
belongs to.
+ :param data_scan_id: Required. DataScan identifier.
+ :param job_id: Required. Job ID.
+ :param api_version: The version of the api that will be requested for
example 'v3'.
+ :param retry: A retry object used to retry requests. If `None` is
specified, requests
+ will not be retried.
+ :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: Boolean indicating if the job run has reached the
``DataScanJob.State.SUCCEEDED``.
+ """
+
+ template_fields = ["job_id"]
+
+ def __init__(
+ self,
+ project_id: str,
+ region: str,
+ data_scan_id: str,
+ job_id: str,
+ api_version: str = "v1",
+ retry: Retry | _MethodDefault = DEFAULT,
+ 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.job_id = job_id
+ self.api_version = api_version
+ self.retry = retry
+ self.metadata = metadata
+ self.gcp_conn_id = gcp_conn_id
+ self.impersonation_chain = impersonation_chain
+
+ def poke(self, context: Context) -> bool:
+ self.log.info("Waiting for job %s to be %s", self.job_id,
DataScanJob.State.SUCCEEDED)
+
+ hook = DataplexHook(
+ gcp_conn_id=self.gcp_conn_id,
+ api_version=self.api_version,
+ impersonation_chain=self.impersonation_chain,
+ )
+
+ job = hook.get_data_scan_job(
Review Comment:
Maybe add here try/except block to cover cases when we can't retrieve
datascan job because of some error?
##########
airflow/providers/google/cloud/operators/dataplex.py:
##########
@@ -610,3 +611,694 @@ 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 data_scan: Required. DataScan resource.
+ :param data_scan_id: Required. DataScan 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", "data_scan",
"impersonation_chain")
+ template_fields_renderers = {"data_scan": "json"}
+
+ def __init__(
+ self,
+ project_id: str,
+ region: str,
+ data_scan_id: str,
+ data_scan: dict[str, Any],
+ 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.data_scan = data_scan
+ 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 scan %s", self.data_scan_id)
+ operation = hook.create_data_scan(
+ project_id=self.project_id,
+ region=self.region,
+ data_scan_id=self.data_scan_id,
+ data_scan=self.data_scan,
+ retry=self.retry,
+ timeout=self.timeout,
+ metadata=self.metadata,
+ )
+ hook.wait_for_operation(timeout=self.timeout, operation=operation)
+ self.log.info("Dataplex scan data %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 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 scan job: %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_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 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 to return job_id from the Dataplex API.
Review Comment:
this parameter is not about returning job_id. It describes the way operator
waits for execution result. Please, check examples in other operators.
##########
airflow/providers/google/cloud/operators/dataplex.py:
##########
@@ -610,3 +611,694 @@ 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 data_scan: Required. DataScan resource.
+ :param data_scan_id: Required. DataScan 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", "data_scan",
"impersonation_chain")
+ template_fields_renderers = {"data_scan": "json"}
+
+ def __init__(
+ self,
+ project_id: str,
+ region: str,
+ data_scan_id: str,
+ data_scan: dict[str, Any],
+ 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.data_scan = data_scan
+ 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 scan %s", self.data_scan_id)
+ operation = hook.create_data_scan(
+ project_id=self.project_id,
+ region=self.region,
+ data_scan_id=self.data_scan_id,
+ data_scan=self.data_scan,
+ retry=self.retry,
+ timeout=self.timeout,
+ metadata=self.metadata,
+ )
+ hook.wait_for_operation(timeout=self.timeout, operation=operation)
+ self.log.info("Dataplex scan data %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 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 scan job: %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_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 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 to return job_id from the Dataplex API.
+ This is useful for submitting long-running pipelines and
+ waiting on them asynchronously using the
DataplexDataQualityJobStatusSensor
+
+ :return: Dataplex data 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,
+ failure_mode: 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.failure_mode = failure_mode
+
+ 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(
Review Comment:
in other operators you use wait_for_operation() method. But in this operator
you are using wait_for_data_scan_job().
Could we use wait_for_operation() method for all types of waiting for
operations?
##########
airflow/providers/google/cloud/operators/dataplex.py:
##########
@@ -610,3 +611,694 @@ 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 data_scan: Required. DataScan resource.
+ :param data_scan_id: Required. DataScan 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", "data_scan",
"impersonation_chain")
+ template_fields_renderers = {"data_scan": "json"}
+
+ def __init__(
+ self,
+ project_id: str,
+ region: str,
+ data_scan_id: str,
+ data_scan: dict[str, Any],
+ 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.data_scan = data_scan
+ 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 scan %s", self.data_scan_id)
+ operation = hook.create_data_scan(
+ project_id=self.project_id,
+ region=self.region,
+ data_scan_id=self.data_scan_id,
+ data_scan=self.data_scan,
+ retry=self.retry,
+ timeout=self.timeout,
+ metadata=self.metadata,
+ )
+ hook.wait_for_operation(timeout=self.timeout, operation=operation)
+ self.log.info("Dataplex scan data %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 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 scan job: %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_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 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 to return job_id from the Dataplex API.
+ This is useful for submitting long-running pipelines and
+ waiting on them asynchronously using the
DataplexDataQualityJobStatusSensor
+
+ :return: Dataplex data 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,
+ failure_mode: 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.failure_mode = failure_mode
+
+ 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,
+ )
+ return job_id
+
+
+class DataplexGetDataQualityScanResultOperator(GoogleCloudBaseOperator):
+ """
+ Gets a Data Scan Job result.
+
+ :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 scan identifier.
+ :param job_id: Optional. Data 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: Dict representing Data scan job.
+ """
+
+ 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,
+ *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
+
+ @staticmethod
+ def _handle_job_error(job) -> None:
+ if job.state == DataScanJob.State.FAILED:
+ raise AirflowException(f"Job failed:\n{job.name}")
+ if job.state == DataScanJob.State.CANCELLED:
+ raise AirflowException(f"Job was cancelled:\n{job.name}")
+
+ 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("Create a job before.")
+ job_id = job_ids[0]["name"]
+ job = job_ids[0]
+ self.job_id = job_id.split("/")[-1]
+
+ 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,
+ )
+
+ self._handle_job_error(job)
+ return MessageToDict(job._pb)
+
+
+class DataplexCreateZoneOperator(GoogleCloudBaseOperator):
+ """
+ Creates a zone resource within a lake.
+
+ :param project_id: Required. The ID of the Google Cloud project that the
task belongs to.
+ :param region: Required. The ID of the Google Cloud region that the task
belongs to.
+ :param lake_id: Required. The ID of the Google Cloud lake that the task
belongs to.
+ :param zone: Required. The Request body contains an instance of Task.
+ :param zone_id: Required. Task identifier.
+ :param api_version: The version of the api that will be requested for
example 'v3'.
+ :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: Zone
+ """
+
+ template_fields = (
+ "project_id",
+ "zone_id",
+ "zone",
+ "lake_id",
+ "impersonation_chain",
+ )
+ template_fields_renderers = {"zone": "json"}
+
+ def __init__(
+ self,
+ project_id: str,
+ region: str,
+ lake_id: str,
+ zone: dict[str, Any],
+ zone_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.lake_id = lake_id
+ self.zone = zone
+ self.zone_id = zone_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):
+ hook = DataplexHook(
+ gcp_conn_id=self.gcp_conn_id,
+ api_version=self.api_version,
+ impersonation_chain=self.impersonation_chain,
+ )
+ self.log.info("Creating Dataplex zone %s", self.zone_id)
+
+ operation = hook.create_zone(
Review Comment:
Will we get error if such zone already exists? Should we cover such cases?
##########
airflow/providers/google/cloud/operators/dataplex.py:
##########
@@ -610,3 +611,694 @@ 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 data_scan: Required. DataScan resource.
+ :param data_scan_id: Required. DataScan 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", "data_scan",
"impersonation_chain")
+ template_fields_renderers = {"data_scan": "json"}
+
+ def __init__(
+ self,
+ project_id: str,
+ region: str,
+ data_scan_id: str,
+ data_scan: dict[str, Any],
+ 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.data_scan = data_scan
+ 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 scan %s", self.data_scan_id)
+ operation = hook.create_data_scan(
+ project_id=self.project_id,
+ region=self.region,
+ data_scan_id=self.data_scan_id,
+ data_scan=self.data_scan,
+ retry=self.retry,
+ timeout=self.timeout,
+ metadata=self.metadata,
+ )
+ hook.wait_for_operation(timeout=self.timeout, operation=operation)
+ self.log.info("Dataplex scan data %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 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 scan job: %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_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 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 to return job_id from the Dataplex API.
+ This is useful for submitting long-running pipelines and
+ waiting on them asynchronously using the
DataplexDataQualityJobStatusSensor
+
+ :return: Dataplex data 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,
+ failure_mode: 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.failure_mode = failure_mode
Review Comment:
I didn't find the place in the operator where you are using this parameter
##########
airflow/providers/google/cloud/sensors/dataplex.py:
##########
@@ -114,3 +115,81 @@ def poke(self, context: Context) -> bool:
self.log.info("Current status of the Dataplex task %s => %s",
self.dataplex_task_id, task_status)
return task_status == TaskState.ACTIVE
+
+
+class DataplexDataQualityJobStatusSensor(BaseSensorOperator):
+ """
+ Check the status of the Dataplex data scan job is SUCCEEDED.
+
+ :param project_id: Required. The ID of the Google Cloud project that the
task belongs to.
+ :param region: Required. The ID of the Google Cloud region that the task
belongs to.
+ :param data_scan_id: Required. DataScan identifier.
+ :param job_id: Required. Job ID.
+ :param api_version: The version of the api that will be requested for
example 'v3'.
+ :param retry: A retry object used to retry requests. If `None` is
specified, requests
+ will not be retried.
+ :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: Boolean indicating if the job run has reached the
``DataScanJob.State.SUCCEEDED``.
+ """
+
+ template_fields = ["job_id"]
+
+ def __init__(
+ self,
+ project_id: str,
+ region: str,
+ data_scan_id: str,
+ job_id: str,
+ api_version: str = "v1",
+ retry: Retry | _MethodDefault = DEFAULT,
+ 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.job_id = job_id
+ self.api_version = api_version
+ self.retry = retry
+ self.metadata = metadata
+ self.gcp_conn_id = gcp_conn_id
+ self.impersonation_chain = impersonation_chain
+
+ def poke(self, context: Context) -> bool:
+ self.log.info("Waiting for job %s to be %s", self.job_id,
DataScanJob.State.SUCCEEDED)
+
+ hook = DataplexHook(
+ gcp_conn_id=self.gcp_conn_id,
+ api_version=self.api_version,
+ impersonation_chain=self.impersonation_chain,
+ )
+
+ job = hook.get_data_scan_job(
+ project_id=self.project_id,
+ region=self.region,
+ data_scan_id=self.data_scan_id,
+ job_id=self.job_id,
+ retry=self.retry,
+ metadata=self.metadata,
+ )
+ job_status = job.state
+
+ if job_status == DataScanJob.State.FAILED:
+ raise AirflowException(f"Data scan job failed: {self.job_id}")
+
+ self.log.info("Current status of the Dataplex data scan job %s => %s",
self.job_id, job_status)
+
+ return job_status == DataScanJob.State.SUCCEEDED
Review Comment:
What are the other possible DataScan job statuses? Are success and failure
the only existing?
##########
airflow/providers/google/cloud/operators/dataplex.py:
##########
@@ -610,3 +611,694 @@ 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 data_scan: Required. DataScan resource.
+ :param data_scan_id: Required. DataScan 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", "data_scan",
"impersonation_chain")
+ template_fields_renderers = {"data_scan": "json"}
+
+ def __init__(
+ self,
+ project_id: str,
+ region: str,
+ data_scan_id: str,
+ data_scan: dict[str, Any],
+ 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.data_scan = data_scan
+ 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 scan %s", self.data_scan_id)
+ operation = hook.create_data_scan(
Review Comment:
Will we get error if data scan with specified parameter already exists?
(like 409?)
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