airflow.providers.google.cloud.hooks.dataplex¶

This module contains Google Dataplex hook.

Attributes¶

PATH_DATA_SCAN

Exceptions¶

`AirflowDataQualityScanException`	Raised when data quality scan rules fail.
`AirflowDataQualityScanResultTimeoutException`	Raised when no result found after specified amount of seconds.

Classes¶

`DataplexHook`	Hook for Google Dataplex.
`DataplexAsyncHook`	Asynchronous Hook for Google Cloud Dataplex APIs.

Module Contents¶

airflow.providers.google.cloud.hooks.dataplex.PATH_DATA_SCAN = 'projects/{project_id}/locations/{region}/dataScans/{data_scan_id}'[source]¶

exception airflow.providers.google.cloud.hooks.dataplex.AirflowDataQualityScanException[source]¶

Bases: airflow.exceptions.AirflowException

Raised when data quality scan rules fail.

exception airflow.providers.google.cloud.hooks.dataplex.AirflowDataQualityScanResultTimeoutException[source]¶

Bases: airflow.exceptions.AirflowException

Raised when no result found after specified amount of seconds.

class airflow.providers.google.cloud.hooks.dataplex.DataplexHook(api_version='v1', gcp_conn_id='google_cloud_default', impersonation_chain=None, location=None, **kwargs)[source]¶

Bases: airflow.providers.google.common.hooks.base_google.GoogleBaseHook

Hook for Google Dataplex.

Parameters:

api_version (str) – The version of the api that will be requested for example ‘v3’.
gcp_conn_id (str) – The connection ID to use when fetching connection info.
impersonation_chain (str | collections.abc.Sequence[str] | None) – 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).

api_version = 'v1'[source]¶

location = None[source]¶

get_dataplex_client()[source]¶

Return DataplexServiceClient.

get_dataplex_data_scan_client()[source]¶

Return DataScanServiceClient.

get_dataplex_catalog_client()[source]¶

Return CatalogServiceClient.

wait_for_operation(timeout, operation)[source]¶

Wait for long-lasting operation to complete.

create_aspect_type(location, aspect_type_id, aspect_type_configuration, project_id=PROVIDE_PROJECT_ID, validate_only=False, retry=DEFAULT, timeout=None, metadata=())[source]¶

Create an EntryType resource.

Parameters:

location (str) – Required. The ID of the Google Cloud location that the task belongs to.
aspect_type_id (str) – Required. AspectType identifier.
aspect_type_configuration (google.cloud.dataplex_v1.types.AspectType | dict) – Required. AspectType configuration body.
project_id (str) – Optional. The ID of the Google Cloud project that the task belongs to.
validate_only (bool) – Optional. If set, performs request validation, but does not actually execute the create request.
retry (google.api_core.retry.Retry | google.api_core.gapic_v1.method._MethodDefault) – Optional. A retry object used to retry requests. If None is specified, requests will not be retried.
timeout (float | None) – Optional. 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.
metadata (collections.abc.Sequence[tuple[str, str]]) – Optional. Additional metadata that is provided to the method.

get_aspect_type(location, aspect_type_id, project_id=PROVIDE_PROJECT_ID, retry=DEFAULT, timeout=None, metadata=())[source]¶

Get an AspectType resource.

Parameters:

location (str) – Required. The ID of the Google Cloud location that the task belongs to.
aspect_type_id (str) – Required. AspectType identifier.
project_id (str) – Optional. The ID of the Google Cloud project that the task belongs to.
retry (google.api_core.retry.Retry | google.api_core.gapic_v1.method._MethodDefault) – Optional. A retry object used to retry requests. If None is specified, requests will not be retried.
timeout (float | None) – Optional. 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.
metadata (collections.abc.Sequence[tuple[str, str]]) – Optional. Additional metadata that is provided to the method.

create_entry_type(location, entry_type_id, entry_type_configuration, project_id=PROVIDE_PROJECT_ID, validate_only=False, retry=DEFAULT, timeout=None, metadata=())[source]¶

Create an EntryType resource.

Parameters:

location (str) – Required. The ID of the Google Cloud location that the task belongs to.
entry_type_id (str) – Required. EntryType identifier.
entry_type_configuration (google.cloud.dataplex_v1.types.EntryType | dict) – Required. EntryType configuration body.
project_id (str) – Optional. The ID of the Google Cloud project that the task belongs to.
validate_only (bool) – Optional. If set, performs request validation, but does not actually execute the create request.
retry (google.api_core.retry.Retry | google.api_core.gapic_v1.method._MethodDefault) – Optional. A retry object used to retry requests. If None is specified, requests will not be retried.
timeout (float | None) – Optional. 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.
metadata (collections.abc.Sequence[tuple[str, str]]) – Optional. Additional metadata that is provided to the method.

get_entry_type(location, entry_type_id, project_id=PROVIDE_PROJECT_ID, retry=DEFAULT, timeout=None, metadata=())[source]¶

Get an EntryType resource.

Parameters:

location (str) – Required. The ID of the Google Cloud location that the task belongs to.
entry_type_id (str) – Required. EntryGroup identifier.
project_id (str) – Optional. The ID of the Google Cloud project that the task belongs to.
retry (google.api_core.retry.Retry | google.api_core.gapic_v1.method._MethodDefault) – Optional. A retry object used to retry requests. If None is specified, requests will not be retried.
timeout (float | None) – Optional. 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.
metadata (collections.abc.Sequence[tuple[str, str]]) – Optional. Additional metadata that is provided to the method.

delete_aspect_type(location, aspect_type_id, project_id=PROVIDE_PROJECT_ID, retry=DEFAULT, timeout=None, metadata=())[source]¶

Delete an AspectType resource.

Parameters:

location (str) – Required. The ID of the Google Cloud location that the task belongs to.
aspect_type_id (str) – Required. AspectType identifier.
project_id (str) – Optional. The ID of the Google Cloud project that the task belongs to.
retry (google.api_core.retry.Retry | google.api_core.gapic_v1.method._MethodDefault) – Optional. A retry object used to retry requests. If None is specified, requests will not be retried.
timeout (float | None) – Optional. 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.
metadata (collections.abc.Sequence[tuple[str, str]]) – Optional. Additional metadata that is provided to the method.

list_aspect_types(location, filter_by=None, order_by=None, page_size=None, page_token=None, project_id=PROVIDE_PROJECT_ID, retry=DEFAULT, timeout=None, metadata=())[source]¶

List AspectTypes resources from specific location.

Parameters:

location (str) – Required. The ID of the Google Cloud location that the task belongs to.
filter_by (str | None) – Optional. Filter to apply on the list results.
order_by (str | None) – Optional. Fields to order the results by.
page_size (int | None) – Optional. Maximum number of EntryGroups to return on one page.
page_token (str | None) – Optional. Token to retrieve the next page of results.
project_id (str) – Optional. The ID of the Google Cloud project that the task belongs to.
retry (google.api_core.retry.Retry | google.api_core.gapic_v1.method._MethodDefault) – Optional. A retry object used to retry requests. If None is specified, requests will not be retried.
timeout (float | None) – Optional. 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.
metadata (collections.abc.Sequence[tuple[str, str]]) – Optional. Additional metadata that is provided to the method.

update_aspect_type(location, aspect_type_id, aspect_type_configuration, project_id=PROVIDE_PROJECT_ID, update_mask=None, validate_only=False, retry=DEFAULT, timeout=None, metadata=())[source]¶

Update an AspectType resource.

Parameters:

aspect_type_id (str) – Required. ID of the AspectType to update.
aspect_type_configuration (dict | google.cloud.dataplex_v1.types.AspectType) – Required. The updated configuration body of the AspectType.
location (str) – Required. The ID of the Google Cloud location that the task belongs to.
update_mask (list[str] | google.protobuf.field_mask_pb2.FieldMask | None) – Optional. Names of fields whose values to overwrite on an entry group. If this parameter is absent or empty, all modifiable fields are overwritten. If such fields are non-required and omitted in the request body, their values are emptied.
project_id (str) – Optional. The ID of the Google Cloud project that the task belongs to.
validate_only (bool | None) – Optional. The service validates the request without performing any mutations.
retry (google.api_core.retry.Retry | google.api_core.gapic_v1.method._MethodDefault) – Optional. A retry object used to retry requests. If None is specified, requests will not be retried.
timeout (float | None) – Optional. 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.
metadata (collections.abc.Sequence[tuple[str, str]]) – Optional. Additional metadata that is provided to the method.

delete_entry_type(location, entry_type_id, project_id=PROVIDE_PROJECT_ID, retry=DEFAULT, timeout=None, metadata=())[source]¶

Delete an EntryType resource.

Parameters:

location (str) – Required. The ID of the Google Cloud location that the task belongs to.
entry_type_id (str) – Required. EntryType identifier.
project_id (str) – Optional. The ID of the Google Cloud project that the task belongs to.
retry (google.api_core.retry.Retry | google.api_core.gapic_v1.method._MethodDefault) – Optional. A retry object used to retry requests. If None is specified, requests will not be retried.
timeout (float | None) – Optional. 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.
metadata (collections.abc.Sequence[tuple[str, str]]) – Optional. Additional metadata that is provided to the method.

list_entry_types(location, filter_by=None, order_by=None, page_size=None, page_token=None, project_id=PROVIDE_PROJECT_ID, retry=DEFAULT, timeout=None, metadata=())[source]¶

List EntryTypes resources from specific location.

Parameters:

location (str) – Required. The ID of the Google Cloud location that the task belongs to.
filter_by (str | None) – Optional. Filter to apply on the list results.
order_by (str | None) – Optional. Fields to order the results by.
page_size (int | None) – Optional. Maximum number of EntryGroups to return on one page.
page_token (str | None) – Optional. Token to retrieve the next page of results.
project_id (str) – Optional. The ID of the Google Cloud project that the task belongs to.
retry (google.api_core.retry.Retry | google.api_core.gapic_v1.method._MethodDefault) – Optional. A retry object used to retry requests. If None is specified, requests will not be retried.
timeout (float | None) – Optional. 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.
metadata (collections.abc.Sequence[tuple[str, str]]) – Optional. Additional metadata that is provided to the method.

update_entry_type(location, entry_type_id, entry_type_configuration, project_id=PROVIDE_PROJECT_ID, update_mask=None, validate_only=False, retry=DEFAULT, timeout=None, metadata=())[source]¶

Update an EntryType resource.

Parameters:

entry_type_id (str) – Required. ID of the EntryType to update.
entry_type_configuration (dict | google.cloud.dataplex_v1.types.EntryType) – Required. The updated configuration body of the EntryType.
location (str) – Required. The ID of the Google Cloud location that the task belongs to.
update_mask (list[str] | google.protobuf.field_mask_pb2.FieldMask | None) – Optional. Names of fields whose values to overwrite on an entry group. If this parameter is absent or empty, all modifiable fields are overwritten. If such fields are non-required and omitted in the request body, their values are emptied.
project_id (str) – Optional. The ID of the Google Cloud project that the task belongs to.
validate_only (bool | None) – Optional. The service validates the request without performing any mutations.
retry (google.api_core.retry.Retry | google.api_core.gapic_v1.method._MethodDefault) – Optional. A retry object used to retry requests. If None is specified, requests will not be retried.
timeout (float | None) – Optional. 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.
metadata (collections.abc.Sequence[tuple[str, str]]) – Optional. Additional metadata that is provided to the method.

create_entry_group(location, entry_group_id, entry_group_configuration, project_id=PROVIDE_PROJECT_ID, validate_only=False, retry=DEFAULT, timeout=None, metadata=())[source]¶

Create an Entry resource.

Parameters:

location (str) – Required. The ID of the Google Cloud location that the task belongs to.
entry_group_id (str) – Required. EntryGroup identifier.
entry_group_configuration (google.cloud.dataplex_v1.types.EntryGroup | dict) – Required. EntryGroup configuration body.
project_id (str) – Optional. The ID of the Google Cloud project that the task belongs to.
validate_only (bool) – Optional. If set, performs request validation, but does not actually execute the create request.
retry (google.api_core.retry.Retry | google.api_core.gapic_v1.method._MethodDefault) – Optional. A retry object used to retry requests. If None is specified, requests will not be retried.
timeout (float | None) – Optional. 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.
metadata (collections.abc.Sequence[tuple[str, str]]) – Optional. Additional metadata that is provided to the method.

get_entry_group(location, entry_group_id, project_id=PROVIDE_PROJECT_ID, retry=DEFAULT, timeout=None, metadata=())[source]¶

Get an EntryGroup resource.

Parameters:

location (str) – Required. The ID of the Google Cloud location that the task belongs to.
entry_group_id (str) – Required. EntryGroup identifier.
project_id (str) – Optional. The ID of the Google Cloud project that the task belongs to.
retry (google.api_core.retry.Retry | google.api_core.gapic_v1.method._MethodDefault) – Optional. A retry object used to retry requests. If None is specified, requests will not be retried.
timeout (float | None) – Optional. 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.
metadata (collections.abc.Sequence[tuple[str, str]]) – Optional. Additional metadata that is provided to the method.

delete_entry_group(location, entry_group_id, project_id=PROVIDE_PROJECT_ID, retry=DEFAULT, timeout=None, metadata=())[source]¶

Delete an EntryGroup resource.

Parameters:

location (str) – Required. The ID of the Google Cloud location that the task belongs to.
entry_group_id (str) – Required. EntryGroup identifier.
project_id (str) – Optional. The ID of the Google Cloud project that the task belongs to.
retry (google.api_core.retry.Retry | google.api_core.gapic_v1.method._MethodDefault) – Optional. A retry object used to retry requests. If None is specified, requests will not be retried.
timeout (float | None) – Optional. 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.
metadata (collections.abc.Sequence[tuple[str, str]]) – Optional. Additional metadata that is provided to the method.

list_entry_groups(location, filter_by=None, order_by=None, page_size=None, page_token=None, project_id=PROVIDE_PROJECT_ID, retry=DEFAULT, timeout=None, metadata=())[source]¶

List EntryGroups resources from specific location.

Parameters:

location (str) – Required. The ID of the Google Cloud location that the task belongs to.
filter_by (str | None) – Optional. Filter to apply on the list results.
order_by (str | None) – Optional. Fields to order the results by.
page_size (int | None) – Optional. Maximum number of EntryGroups to return on one page.
page_token (str | None) – Optional. Token to retrieve the next page of results.
project_id (str) – Optional. The ID of the Google Cloud project that the task belongs to.
retry (google.api_core.retry.Retry | google.api_core.gapic_v1.method._MethodDefault) – Optional. A retry object used to retry requests. If None is specified, requests will not be retried.
timeout (float | None) – Optional. 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.
metadata (collections.abc.Sequence[tuple[str, str]]) – Optional. Additional metadata that is provided to the method.

update_entry_group(location, entry_group_id, entry_group_configuration, project_id=PROVIDE_PROJECT_ID, update_mask=None, validate_only=False, retry=DEFAULT, timeout=None, metadata=())[source]¶

Update an EntryGroup resource.

Parameters:

entry_group_id (str) – Required. ID of the EntryGroup to update.
entry_group_configuration (dict | google.cloud.dataplex_v1.types.EntryGroup) – Required. The updated configuration body of the EntryGroup.
location (str) – Required. The ID of the Google Cloud location that the task belongs to.
update_mask (list[str] | google.protobuf.field_mask_pb2.FieldMask | None) – Optional. Names of fields whose values to overwrite on an entry group. If this parameter is absent or empty, all modifiable fields are overwritten. If such fields are non-required and omitted in the request body, their values are emptied.
project_id (str) – Optional. The ID of the Google Cloud project that the task belongs to.
validate_only (bool | None) – Optional. The service validates the request without performing any mutations.
retry (google.api_core.retry.Retry | google.api_core.gapic_v1.method._MethodDefault) – Optional. A retry object used to retry requests. If None is specified, requests will not be retried.
timeout (float | None) – Optional. 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.
metadata (collections.abc.Sequence[tuple[str, str]]) – Optional. Additional metadata that is provided to the method.

create_task(project_id, region, lake_id, body, dataplex_task_id, validate_only=None, retry=DEFAULT, timeout=None, metadata=())[source]¶

Create a task resource within a lake.

Parameters:

project_id (str) – Required. The ID of the Google Cloud project that the task belongs to.
region (str) – Required. The ID of the Google Cloud region that the task belongs to.
lake_id (str) – Required. The ID of the Google Cloud lake that the task belongs to.
body (dict[str, Any] | google.cloud.dataplex_v1.types.Task) – Required. The Request body contains an instance of Task.
dataplex_task_id (str) – Required. Task identifier.
validate_only (bool | None) – Optional. Only validate the request, but do not perform mutations. The default is false.
retry (google.api_core.retry.Retry | google.api_core.gapic_v1.method._MethodDefault) – A retry object used to retry requests. If None is specified, requests will not be retried.
timeout (float | None) – 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.
metadata (collections.abc.Sequence[tuple[str, str]]) – Additional metadata that is provided to the method.

delete_task(project_id, region, lake_id, dataplex_task_id, retry=DEFAULT, timeout=None, metadata=())[source]¶

Delete the task resource.

Parameters:

project_id (str) – Required. The ID of the Google Cloud project that the task belongs to.
region (str) – Required. The ID of the Google Cloud region that the task belongs to.
lake_id (str) – Required. The ID of the Google Cloud lake that the task belongs to.
dataplex_task_id (str) – Required. The ID of the Google Cloud task to be deleted.
retry (google.api_core.retry.Retry | google.api_core.gapic_v1.method._MethodDefault) – A retry object used to retry requests. If None is specified, requests will not be retried.
timeout (float | None) – 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.
metadata (collections.abc.Sequence[tuple[str, str]]) – Additional metadata that is provided to the method.

list_tasks(project_id, region, lake_id, page_size=None, page_token=None, filter=None, order_by=None, retry=DEFAULT, timeout=None, metadata=())[source]¶

List tasks under the given lake.

Parameters:

project_id (str) – Required. The ID of the Google Cloud project that the task belongs to.
region (str) – Required. The ID of the Google Cloud region that the task belongs to.
lake_id (str) – Required. The ID of the Google Cloud lake that the task belongs to.
page_size (int | None) – Optional. Maximum number of tasks to return. The service may return fewer than this value. If unspecified, at most 10 tasks will be returned. The maximum value is 1000; values above 1000 will be coerced to 1000.
page_token (str | None) – Optional. Page token received from a previous ListZones call. Provide this to retrieve the subsequent page. When paginating, all other parameters provided to ListZones must match the call that provided the page token.
filter (str | None) – Optional. Filter request.
order_by (str | None) – Optional. Order by fields for the result.
retry (google.api_core.retry.Retry | google.api_core.gapic_v1.method._MethodDefault) – A retry object used to retry requests. If None is specified, requests will not be retried.
timeout (float | None) – 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.
metadata (collections.abc.Sequence[tuple[str, str]]) – Additional metadata that is provided to the method.

get_task(project_id, region, lake_id, dataplex_task_id, retry=DEFAULT, timeout=None, metadata=())[source]¶

Get task resource.

Parameters:

project_id (str) – Required. The ID of the Google Cloud project that the task belongs to.
region (str) – Required. The ID of the Google Cloud region that the task belongs to.
lake_id (str) – Required. The ID of the Google Cloud lake that the task belongs to.
dataplex_task_id (str) – Required. The ID of the Google Cloud task to be retrieved.
retry (google.api_core.retry.Retry | google.api_core.gapic_v1.method._MethodDefault) – A retry object used to retry requests. If None is specified, requests will not be retried.
timeout (float | None) – 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.
metadata (collections.abc.Sequence[tuple[str, str]]) – Additional metadata that is provided to the method.

delete_lake(project_id, region, lake_id, retry=DEFAULT, timeout=None, metadata=())[source]¶

Delete the lake resource.

Parameters:

project_id (str) – Required. The ID of the Google Cloud project that the lake belongs to.
region (str) – Required. The ID of the Google Cloud region that the lake belongs to.
lake_id (str) – Required. The ID of the Google Cloud lake to be deleted.
retry (google.api_core.retry.Retry | google.api_core.gapic_v1.method._MethodDefault) – A retry object used to retry requests. If None is specified, requests will not be retried.
timeout (float | None) – 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.
metadata (collections.abc.Sequence[tuple[str, str]]) – Additional metadata that is provided to the method.

create_lake(project_id, region, lake_id, body, validate_only=None, retry=DEFAULT, timeout=None, metadata=())[source]¶

Create a lake resource.

Parameters:

project_id (str) – Required. The ID of the Google Cloud project that the lake belongs to.
region (str) – Required. The ID of the Google Cloud region that the lake belongs to.
lake_id (str) – Required. Lake identifier.
body (dict[str, Any] | google.cloud.dataplex_v1.types.Lake) – Required. The Request body contains an instance of Lake.
validate_only (bool | None) – Optional. Only validate the request, but do not perform mutations. The default is false.
retry (google.api_core.retry.Retry | google.api_core.gapic_v1.method._MethodDefault) – A retry object used to retry requests. If None is specified, requests will not be retried.
timeout (float | None) – 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.
metadata (collections.abc.Sequence[tuple[str, str]]) – Additional metadata that is provided to the method.

get_lake(project_id, region, lake_id, retry=DEFAULT, timeout=None, metadata=())[source]¶

Get lake resource.

Parameters:

project_id (str) – Required. The ID of the Google Cloud project that the lake belongs to.
region (str) – Required. The ID of the Google Cloud region that the lake belongs to.
lake_id (str) – Required. The ID of the Google Cloud lake to be retrieved.
retry (google.api_core.retry.Retry | google.api_core.gapic_v1.method._MethodDefault) – A retry object used to retry requests. If None is specified, requests will not be retried.
timeout (float | None) – 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.
metadata (collections.abc.Sequence[tuple[str, str]]) – Additional metadata that is provided to the method.

create_zone(project_id, region, lake_id, zone_id, body, retry=DEFAULT, timeout=None, metadata=())[source]¶

Create a zone resource within a lake.

Parameters:

project_id (str) – Required. The ID of the Google Cloud project that the lake belongs to.
region (str) – Required. The ID of the Google Cloud region that the lake belongs to.
lake_id (str) – Required. The ID of the Google Cloud lake to be retrieved.
body (dict[str, Any] | google.cloud.dataplex_v1.types.Zone) – Required. The Request body contains an instance of Zone.
zone_id (str) – Required. Zone identifier.
retry (google.api_core.retry.Retry | google.api_core.gapic_v1.method._MethodDefault) – A retry object used to retry requests. If None is specified, requests will not be retried.
timeout (float | None) – 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.
metadata (collections.abc.Sequence[tuple[str, str]]) – Additional metadata that is provided to the method.

delete_zone(project_id, region, lake_id, zone_id, retry=DEFAULT, timeout=None, metadata=())[source]¶

Delete a zone resource. All assets within a zone must be deleted before the zone can be deleted.

Parameters:

project_id (str) – Required. The ID of the Google Cloud project that the lake belongs to.
region (str) – Required. The ID of the Google Cloud region that the lake belongs to.
lake_id (str) – Required. The ID of the Google Cloud lake to be retrieved.
zone_id (str) – Required. Zone identifier.
retry (google.api_core.retry.Retry | google.api_core.gapic_v1.method._MethodDefault) – A retry object used to retry requests. If None is specified, requests will not be retried.
timeout (float | None) – 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.
metadata (collections.abc.Sequence[tuple[str, str]]) – Additional metadata that is provided to the method.

create_asset(project_id, region, lake_id, zone_id, asset_id, body, retry=DEFAULT, timeout=None, metadata=())[source]¶

Create an asset resource.

Parameters:

project_id (str) – Required. The ID of the Google Cloud project that the lake belongs to.
region (str) – Required. The ID of the Google Cloud region that the lake belongs to.
lake_id (str) – Required. The ID of the Google Cloud lake to be retrieved.
zone_id (str) – Required. Zone identifier.
asset_id (str) – Required. Asset identifier.
body (dict[str, Any] | google.cloud.dataplex_v1.types.Asset) – Required. The Request body contains an instance of Asset.
retry (google.api_core.retry.Retry | google.api_core.gapic_v1.method._MethodDefault) – A retry object used to retry requests. If None is specified, requests will not be retried.
timeout (float | None) – 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.
metadata (collections.abc.Sequence[tuple[str, str]]) – Additional metadata that is provided to the method.

delete_asset(project_id, region, lake_id, asset_id, zone_id, retry=DEFAULT, timeout=None, metadata=())[source]¶

Delete an asset resource.

Parameters:

project_id (str) – Required. The ID of the Google Cloud project that the lake belongs to.
region (str) – Required. The ID of the Google Cloud region that the lake belongs to.
lake_id (str) – Required. The ID of the Google Cloud lake to be retrieved.
zone_id (str) – Required. Zone identifier.
asset_id (str) – Required. Asset identifier.
retry (google.api_core.retry.Retry | google.api_core.gapic_v1.method._MethodDefault) – A retry object used to retry requests. If None is specified, requests will not be retried.
timeout (float | None) – 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.
metadata (collections.abc.Sequence[tuple[str, str]]) – Additional metadata that is provided to the method.

create_data_scan(project_id, region, body, data_scan_id=None, retry=DEFAULT, timeout=None, metadata=())[source]¶

Create a DataScan resource.

Parameters:

project_id (str) – Required. The ID of the Google Cloud project that the lake belongs to.
region (str) – Required. The ID of the Google Cloud region that the lake belongs to.
data_scan_id (str | None) – Required. Data Quality scan identifier.
body (dict[str, Any] | google.cloud.dataplex_v1.types.DataScan) – Required. The Request body contains an instance of DataScan.
retry (google.api_core.retry.Retry | google.api_core.gapic_v1.method._MethodDefault) – A retry object used to retry requests. If None is specified, requests will not be retried.
timeout (float | None) – 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.
metadata (collections.abc.Sequence[tuple[str, str]]) – Additional metadata that is provided to the method.

run_data_scan(project_id, region, data_scan_id, retry=DEFAULT, timeout=None, metadata=())[source]¶

Run an on-demand execution of a DataScan.

Parameters:

project_id (str) – Required. The ID of the Google Cloud project that the lake belongs to.
region (str) – Required. The ID of the Google Cloud region that the lake belongs to.
data_scan_id (str) – Required. Data Quality scan identifier.
retry (google.api_core.retry.Retry | google.api_core.gapic_v1.method._MethodDefault) – A retry object used to retry requests. If None is specified, requests will not be retried.
timeout (float | None) – 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.
metadata (collections.abc.Sequence[tuple[str, str]]) – Additional metadata that is provided to the method.

get_data_scan_job(project_id, region, data_scan_id=None, job_id=None, retry=DEFAULT, timeout=None, metadata=())[source]¶

Get a DataScan Job resource.

Parameters:

project_id (str) – Required. The ID of the Google Cloud project that the lake belongs to.
region (str) – Required. The ID of the Google Cloud region that the lake belongs to.
data_scan_id (str | None) – Required. Data Quality scan identifier.
job_id (str | None) – Required. The resource name of the DataScanJob: projects/{project_id}/locations/{region}/dataScans/{data_scan_id}/jobs/{data_scan_job_id}
retry (google.api_core.retry.Retry | google.api_core.gapic_v1.method._MethodDefault) – A retry object used to retry requests. If None is specified, requests will not be retried.
timeout (float | None) – 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.
metadata (collections.abc.Sequence[tuple[str, str]]) – Additional metadata that is provided to the method.

wait_for_data_scan_job(data_scan_id, job_id=None, project_id=PROVIDE_PROJECT_ID, region=None, wait_time=10, result_timeout=None)[source]¶

Wait for Dataplex data scan job.

Parameters:

job_id (str | None) – Required. The job_id to wait for.
data_scan_id (str) – Required. Data Quality scan identifier.
region (str | None) – Required. The ID of the Google Cloud region that the lake belongs to.
project_id (str) – Optional. Google Cloud project ID.
wait_time (int) – Number of seconds between checks.
result_timeout (float | None) – Value in seconds for which operator will wait for the Data Quality scan result. Throws exception if there is no result found after specified amount of seconds.

get_data_scan(project_id, region, data_scan_id, retry=DEFAULT, timeout=None, metadata=())[source]¶

Get a DataScan resource.

Parameters:

project_id (str) – Required. The ID of the Google Cloud project that the lake belongs to.
region (str) – Required. The ID of the Google Cloud region that the lake belongs to.
data_scan_id (str) – Required. Data Quality scan identifier.
retry (google.api_core.retry.Retry | google.api_core.gapic_v1.method._MethodDefault) – A retry object used to retry requests. If None is specified, requests will not be retried.
timeout (float | None) – 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.
metadata (collections.abc.Sequence[tuple[str, str]]) – Additional metadata that is provided to the method.

update_data_scan(project_id, region, data_scan_id, body, update_mask=None, retry=DEFAULT, timeout=None, metadata=())[source]¶

Update a DataScan resource.

Parameters:

project_id (str) – Required. The ID of the Google Cloud project that the lake belongs to.
region (str) – Required. The ID of the Google Cloud region that the lake belongs to.
data_scan_id (str) – Required. Data Quality scan identifier.
body (dict[str, Any] | google.cloud.dataplex_v1.types.DataScan) – Required. The Request body contains an instance of DataScan.
update_mask (dict | google.protobuf.field_mask_pb2.FieldMask | None) – Required. Mask of fields to update.
retry (google.api_core.retry.Retry | google.api_core.gapic_v1.method._MethodDefault) – A retry object used to retry requests. If None is specified, requests will not be retried.
timeout (float | None) – 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.
metadata (collections.abc.Sequence[tuple[str, str]]) – Additional metadata that is provided to the method.

delete_data_scan(project_id, region, data_scan_id, retry=DEFAULT, timeout=None, metadata=())[source]¶

Delete a DataScan resource.

Parameters:

project_id (str) – Required. The ID of the Google Cloud project that the lake belongs to.
region (str) – Required. The ID of the Google Cloud region that the lake belongs to.
data_scan_id (str) – Required. Data Quality scan identifier.
retry (google.api_core.retry.Retry | google.api_core.gapic_v1.method._MethodDefault) – A retry object used to retry requests. If None is specified, requests will not be retried.
timeout (float | None) – 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.
metadata (collections.abc.Sequence[tuple[str, str]]) – Additional metadata that is provided to the method.

list_data_scan_jobs(project_id, region, data_scan_id, retry=DEFAULT, timeout=None, metadata=())[source]¶

List DataScanJobs under the given DataScan.

Parameters:

project_id (str) – Required. The ID of the Google Cloud project that the lake belongs to.
region (str) – Required. The ID of the Google Cloud region that the lake belongs to.
data_scan_id (str) – Required. Data Quality scan identifier.
retry (google.api_core.retry.Retry | google.api_core.gapic_v1.method._MethodDefault) – A retry object used to retry requests. If None is specified, requests will not be retried.
timeout (float | None) – 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.
metadata (collections.abc.Sequence[tuple[str, str]]) – Additional metadata that is provided to the method.

class airflow.providers.google.cloud.hooks.dataplex.DataplexAsyncHook(gcp_conn_id='google_cloud_default', impersonation_chain=None, **kwargs)[source]¶

Bases: airflow.providers.google.common.hooks.base_google.GoogleBaseAsyncHook

Asynchronous Hook for Google Cloud Dataplex APIs.

All the methods in the hook where project_id is used must be called with keyword arguments rather than positional.

sync_hook_class[source]¶

async get_dataplex_data_scan_client()[source]¶

Return DataScanServiceAsyncClient.

async get_data_scan_job(project_id, region, data_scan_id=None, job_id=None, retry=DEFAULT, timeout=None, metadata=())[source]¶

Get a DataScan Job resource.

Parameters:

project_id (str) – Required. The ID of the Google Cloud project that the lake belongs to.
region (str) – Required. The ID of the Google Cloud region that the lake belongs to.
data_scan_id (str | None) – Required. DataScan identifier.
job_id (str | None) – Required. The resource name of the DataScanJob: projects/{project_id}/locations/{region}/dataScans/{data_scan_id}/jobs/{data_scan_job_id}
retry (google.api_core.retry_async.AsyncRetry | google.api_core.gapic_v1.method._MethodDefault) – A retry object used to retry requests. If None is specified, requests will not be retried.
timeout (float | None) – 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.
metadata (collections.abc.Sequence[tuple[str, str]]) – Additional metadata that is provided to the method.