apache · shahar1 · May 12, 2026 · Apr 24, 2026
@@ -17,42 +17,42 @@
 
 .. _howto/connection:gcp_looker:
 
-Google Cloud Platform Looker Connection
-=======================================
+Google Cloud Platform Data Studio (Looker) Connection
+======================================================
 
-Communication between Airflow and Looker is done via `Looker API <https://docs.looker.com/reference/api-and-integration/api-reference/v4.0>`_.
-To facilitate the API communication Looker operators use `Looker SDK <https://pypi.org/project/looker-sdk/>`_ as an API client.
-Before calling API, Looker SDK needs to authenticate itself using your Looker API credentials.
+Communication between Airflow and Data Studio (Looker) is done via `Looker API <https://docs.looker.com/reference/api-and-integration/api-reference/v4.0>`_.
+To facilitate the API communication, Data Studio operators use `Looker SDK <https://pypi.org/project/looker-sdk/>`_ as an API client.
+Before calling API, Looker SDK needs to authenticate itself using your Data Studio API credentials.
 
-* Obtain your Looker API credentials using instructions in the `Looker API authentication documentation <https://docs.looker.com/reference/api-and-integration/api-auth#authentication_with_an_sdk>`_.
+* Obtain your Data Studio API credentials using instructions in the `Looker API authentication documentation <https://docs.looker.com/reference/api-and-integration/api-auth#authentication_with_an_sdk>`_.
 
-* Obtain your Looker API path and port as described in the `Looker API documentation <https://docs.looker.com/reference/api-and-integration/api-getting-started#looker_api_path_and_port>`_.
+* Obtain your Data Studio API path and port as described in the `Looker API documentation <https://docs.looker.com/reference/api-and-integration/api-getting-started#looker_api_path_and_port>`_.
 
-* Setup a Looker connection in Airflow.
+* Setup a Data Studio connection in Airflow.
 
-The ``HTTP`` connection type provides connection to Looker API.
+The ``HTTP`` connection type provides connection to Data Studio API.
 
 The :class:`~airflow.providers.google.cloud.hooks.looker.LookerHook` uses this connection to run
-API requests on a Looker instance issued by :class:`~airflow.providers.google.cloud.operators.looker.LookerStartPdtBuildOperator` and :class:`~airflow.providers.google.cloud.sensors.looker.LookerCheckPdtBuildSensor`.
+API requests on a Data Studio instance issued by :class:`~airflow.providers.google.cloud.operators.looker.LookerStartPdtBuildOperator` and :class:`~airflow.providers.google.cloud.sensors.looker.LookerCheckPdtBuildSensor`.
 
 
 Configuring the Connection
 --------------------------
 
 Host (required)
-    Base URL for Looker API. Do not include /api/* in the URL.
+    Base URL for Data Studio API. Do not include /api/* in the URL.
 
 Login (required)
-    Looker API client id.
+    Data Studio API client id.
 
 Password (required)
-    Looker API client secret.
+    Data Studio API client secret.
 
 Port (optional)
-    Port for Looker API. If hosted on GCP, don't specify the port leaving just the host.
+    Port for Data Studio API. If hosted on GCP, don't specify the port leaving just the host.
 
 Extra (optional)
-    Specify the extra parameters (as json dictionary) that can be used in Looker
+    Specify the extra parameters (as json dictionary) that can be used in Data Studio
     connection. The following parameters are supported:
 
     * ``verify_ssl`` - Set to false only if testing locally against self-signed certs. Defaults to true if not specified.
@@ -70,7 +70,7 @@ Extra (optional)
 Connection URI
 --------------
 
-A URL configuration example of a Looker connection:
+A URL configuration example of a Data Studio connection:
 
 .. code-block::
 

@@ -15,14 +15,14 @@
     specific language governing permissions and limitations
     under the License.
 
-Google Cloud Looker Operators
-===============================
+Google Data Studio (Looker) Operators
+======================================
 
-Looker is a business intelligence software and big data analytics platform that
+Data Studio (Looker) is a business intelligence software and big data analytics platform that
 helps you explore, analyze and share real-time business analytics easily.
 
-Looker has a Public API and associated SDK clients in different languages,
-which allow programmatic access to the Looker data platform.
+Data Studio (Looker) has a Public API and associated SDK clients in different languages,
+which allow programmatic access to the Data Studio platform.
 
 For more information visit `Looker API documentation <https://docs.looker.com/reference/api-and-integration>`_.
 
@@ -39,16 +39,20 @@ To use these operators, you must do a few things:
 
 Detailed information is available for :doc:`Installation <apache-airflow:installation/index>`.
 
-* Setup a Looker connection in Airflow. You can check :doc:`apache-airflow:howto/connection` and :doc:`/connections/gcp_looker`
+* Setup a Data Studio connection in Airflow. You can check :doc:`apache-airflow:howto/connection` and :doc:`/connections/gcp_looker`
 
 Start a PDT materialization job
 -------------------------------
 
-To submit a PDT materialization job to Looker you need to provide a model and view name.
+To submit a PDT materialization job to Data Studio you need to provide a model and view name.
 
 The job configuration can be submitted in synchronous (blocking) mode by using:
 :class:`~airflow.providers.google.cloud.operators.looker.LookerStartPdtBuildOperator`.
 
+The executable example below still imports the compatibility name
+``LookerStartPdtBuildOperator``. The preferred alias for new code is
+``DataStudioStartPdtBuildOperator``.
+
 .. exampleinclude:: /../../google/tests/system/google/cloud/looker/example_looker.py
     :language: python
     :dedent: 4
@@ -60,11 +64,15 @@ Alternatively, the job configuration can be submitted in asynchronous mode by us
 :class:`~airflow.providers.google.cloud.operators.looker.LookerStartPdtBuildOperator` and
 :class:`~airflow.providers.google.cloud.sensors.looker.LookerCheckPdtBuildSensor`.
 
+The executable example below still imports the compatibility name
+``LookerStartPdtBuildOperator``. The preferred alias for new code is
+``DataStudioStartPdtBuildOperator``.
+
 .. exampleinclude:: /../../google/tests/system/google/cloud/looker/example_looker.py
     :language: python
     :dedent: 4
     :start-after: [START cloud_looker_async_start_pdt_sensor]
     :end-before: [END cloud_looker_async_start_pdt_sensor]
 
 There are more arguments to provide in the jobs than the examples show.
-For the complete list of arguments take a look at Looker operator arguments at :class:`airflow.providers.google.cloud.operators.looker.LookerStartPdtBuildOperator`
+For the complete list of arguments take a look at Data Studio operator arguments at :class:`airflow.providers.google.cloud.operators.looker.LookerStartPdtBuildOperator`
@@ -310,10 +310,6 @@ integrations:
       - /docs/apache-airflow-providers-google/operators/cloud/compute_ssh.rst
     logo: /docs/integration-logos/Compute-Engine.png
     tags: [gcp]
-  - integration-name: Google Data Proc
-    external-doc-url: https://cloud.google.com/dataproc/
-    logo: /docs/integration-logos/Google-Data-Proc.png
-    tags: [gcp]
   - integration-name: Google Dataflow
     external-doc-url: https://cloud.google.com/dataflow/
     how-to-guide:
@@ -326,7 +322,7 @@ integrations:
       - /docs/apache-airflow-providers-google/operators/cloud/datafusion.rst
     logo: /docs/integration-logos/Google-Data-Fusion.png
     tags: [gcp]
-  - integration-name: Google Dataplex
+  - integration-name: Google Knowledge Catalog
     external-doc-url: https://cloud.google.com/dataplex/
     how-to-guide:
       - /docs/apache-airflow-providers-google/operators/cloud/dataplex.rst
@@ -342,7 +338,7 @@ integrations:
     how-to-guide:
       - /docs/apache-airflow-providers-google/operators/cloud/dataproc_metastore.rst
     tags: [gcp]
-  - integration-name: Google Dataproc
+  - integration-name: Google Managed Service for Apache Spark
     external-doc-url: https://cloud.google.com/dataproc/
     how-to-guide:
       - /docs/apache-airflow-providers-google/operators/cloud/dataproc.rst
@@ -439,7 +435,7 @@ integrations:
     how-to-guide:
       - /docs/apache-airflow-providers-google/operators/cloud/vertex_ai.rst
     tags: [gcp]
-  - integration-name: Google Looker
+  - integration-name: Google Data Studio
     external-doc-url: https://cloud.google.com/looker
     logo: /docs/integration-logos/Cloud-Looker.png
     how-to-guide:
@@ -515,18 +511,20 @@ operators:
   - integration-name: Google Data Fusion
     python-modules:
       - airflow.providers.google.cloud.operators.datafusion
-  - integration-name: Google Dataplex
+  - integration-name: Google Knowledge Catalog
     python-modules:
       - airflow.providers.google.cloud.operators.dataplex
+      - airflow.providers.google.cloud.operators.knowledge_catalog
   - integration-name: Google Dataprep
     python-modules:
       - airflow.providers.google.cloud.operators.dataprep
   - integration-name: Google Dataproc Metastore
     python-modules:
       - airflow.providers.google.cloud.operators.dataproc_metastore
-  - integration-name: Google Dataproc
+  - integration-name: Google Managed Service for Apache Spark
     python-modules:
       - airflow.providers.google.cloud.operators.dataproc
+      - airflow.providers.google.cloud.operators.managed_spark
   - integration-name: Google Datastore
     python-modules:
       - airflow.providers.google.cloud.operators.datastore
@@ -612,7 +610,7 @@ operators:
       - airflow.providers.google.cloud.operators.vertex_ai.generative_model
       - airflow.providers.google.cloud.operators.vertex_ai.feature_store
       - airflow.providers.google.cloud.operators.vertex_ai.ray
-  - integration-name: Google Looker
+  - integration-name: Google Data Studio
     python-modules:
       - airflow.providers.google.cloud.operators.looker
   - integration-name: Google Cloud Dataform
@@ -662,10 +660,10 @@ sensors:
   - integration-name: Google Dataprep
     python-modules:
       - airflow.providers.google.cloud.sensors.dataprep
-  - integration-name: Google Dataplex
+  - integration-name: Google Knowledge Catalog
     python-modules:
       - airflow.providers.google.cloud.sensors.dataplex
-  - integration-name: Google Dataproc
+  - integration-name: Google Managed Service for Apache Spark
     python-modules:
       - airflow.providers.google.cloud.sensors.dataproc
   - integration-name: Google Dataproc Metastore
@@ -692,7 +690,7 @@ sensors:
   - integration-name: Google Display&Video 360
     python-modules:
       - airflow.providers.google.marketing_platform.sensors.display_video
-  - integration-name: Google Looker
+  - integration-name: Google Data Studio
     python-modules:
       - airflow.providers.google.cloud.sensors.looker
   - integration-name: Google Cloud Dataform
@@ -778,7 +776,7 @@ hooks:
   - integration-name: Google Data Fusion
     python-modules:
       - airflow.providers.google.cloud.hooks.datafusion
-  - integration-name: Google Dataplex
+  - integration-name: Google Knowledge Catalog
     python-modules:
       - airflow.providers.google.cloud.hooks.dataplex
   - integration-name: Google Dataprep
@@ -787,7 +785,7 @@ hooks:
   - integration-name: Google Dataproc Metastore
     python-modules:
       - airflow.providers.google.cloud.hooks.dataproc_metastore
-  - integration-name: Google Dataproc
+  - integration-name: Google Managed Service for Apache Spark
     python-modules:
       - airflow.providers.google.cloud.hooks.dataproc
   - integration-name: Google Datastore
@@ -899,7 +897,7 @@ hooks:
       - airflow.providers.google.cloud.hooks.vertex_ai.prediction_service
       - airflow.providers.google.cloud.hooks.vertex_ai.feature_store
       - airflow.providers.google.cloud.hooks.vertex_ai.ray
-  - integration-name: Google Looker
+  - integration-name: Google Data Studio
     python-modules:
       - airflow.providers.google.cloud.hooks.looker
   - integration-name: Google Cloud Dataform
@@ -957,10 +955,10 @@ triggers:
   - integration-name: Google Data Fusion
     python-modules:
       - airflow.providers.google.cloud.triggers.datafusion
-  - integration-name: Google Dataplex
+  - integration-name: Google Knowledge Catalog
     python-modules:
       - airflow.providers.google.cloud.triggers.dataplex
-  - integration-name: Google Dataproc
+  - integration-name: Google Managed Service for Apache Spark
     python-modules:
       - airflow.providers.google.cloud.triggers.dataproc
   - integration-name: Google Cloud Storage (GCS)
@@ -1330,7 +1328,7 @@ connection-types:
           type: ["string", "null"]
           format: password
   - hook-class-name: airflow.providers.google.cloud.hooks.looker.LookerHook
-    hook-name: "Google Looker"
+    hook-name: "Google Data Studio"
     connection-type: gcp_looker
 
 extra-links:

@@ -0,0 +1,112 @@
+#
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.  See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership.  The ASF licenses this file
+# to you under the Apache License, Version 2.0 (the
+# "License"); you may not use this file except in compliance
+# with the License.  You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing,
+# software distributed under the License is distributed on an
+# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+# KIND, either express or implied.  See the License for the
+# specific language governing permissions and limitations
+# under the License.
+from __future__ import annotations
+
+from typing import TypeAlias
+
+from airflow.providers.google.cloud.operators.dataplex import (
+    DataplexCatalogCreateAspectTypeOperator,
+    DataplexCatalogCreateEntryGroupOperator,
+    DataplexCatalogCreateEntryOperator,
+    DataplexCatalogCreateEntryTypeOperator,
+    DataplexCatalogDeleteAspectTypeOperator,
+    DataplexCatalogDeleteEntryGroupOperator,
+    DataplexCatalogDeleteEntryOperator,
+    DataplexCatalogDeleteEntryTypeOperator,
+    DataplexCatalogGetAspectTypeOperator,
+    DataplexCatalogGetEntryGroupOperator,
+    DataplexCatalogGetEntryOperator,
+    DataplexCatalogGetEntryTypeOperator,
+    DataplexCatalogListAspectTypesOperator,
+    DataplexCatalogListEntriesOperator,
+    DataplexCatalogListEntryGroupsOperator,
+    DataplexCatalogListEntryTypesOperator,
+    DataplexCatalogLookupEntryOperator,
+    DataplexCatalogSearchEntriesOperator,
+    DataplexCatalogUpdateAspectTypeOperator,
+    DataplexCatalogUpdateEntryGroupOperator,
+    DataplexCatalogUpdateEntryOperator,
+    DataplexCatalogUpdateEntryTypeOperator,
+    DataplexCreateAssetOperator,
+    DataplexCreateLakeOperator,
+    DataplexCreateOrUpdateDataProfileScanOperator,
+    DataplexCreateOrUpdateDataQualityScanOperator,
+    DataplexCreateTaskOperator,
+    DataplexCreateZoneOperator,
+    DataplexDeleteAssetOperator,
+    DataplexDeleteDataProfileScanOperator,
+    DataplexDeleteDataQualityScanOperator,
+    DataplexDeleteLakeOperator,
+    DataplexDeleteTaskOperator,
+    DataplexDeleteZoneOperator,
+    DataplexGetDataProfileScanOperator,
+    DataplexGetDataProfileScanResultOperator,
+    DataplexGetDataQualityScanOperator,
+    DataplexGetDataQualityScanResultOperator,
+    DataplexGetTaskOperator,
+    DataplexListTasksOperator,
+    DataplexRunDataProfileScanOperator,
+    DataplexRunDataQualityScanOperator,
+)
+
+KnowledgeCatalogCreateTaskOperator: TypeAlias = DataplexCreateTaskOperator
+KnowledgeCatalogDeleteTaskOperator: TypeAlias = DataplexDeleteTaskOperator
+KnowledgeCatalogListTasksOperator: TypeAlias = DataplexListTasksOperator
+KnowledgeCatalogGetTaskOperator: TypeAlias = DataplexGetTaskOperator
+KnowledgeCatalogCreateLakeOperator: TypeAlias = DataplexCreateLakeOperator
+KnowledgeCatalogDeleteLakeOperator: TypeAlias = DataplexDeleteLakeOperator
+KnowledgeCatalogCreateOrUpdateDataQualityScanOperator: TypeAlias = (
+    DataplexCreateOrUpdateDataQualityScanOperator
+)
+KnowledgeCatalogGetDataQualityScanOperator: TypeAlias = DataplexGetDataQualityScanOperator
+KnowledgeCatalogDeleteDataQualityScanOperator: TypeAlias = DataplexDeleteDataQualityScanOperator
+KnowledgeCatalogRunDataQualityScanOperator: TypeAlias = DataplexRunDataQualityScanOperator
+KnowledgeCatalogGetDataQualityScanResultOperator: TypeAlias = DataplexGetDataQualityScanResultOperator
+KnowledgeCatalogCreateOrUpdateDataProfileScanOperator: TypeAlias = (
+    DataplexCreateOrUpdateDataProfileScanOperator
+)
+KnowledgeCatalogGetDataProfileScanOperator: TypeAlias = DataplexGetDataProfileScanOperator
+KnowledgeCatalogDeleteDataProfileScanOperator: TypeAlias = DataplexDeleteDataProfileScanOperator
+KnowledgeCatalogRunDataProfileScanOperator: TypeAlias = DataplexRunDataProfileScanOperator
+KnowledgeCatalogGetDataProfileScanResultOperator: TypeAlias = DataplexGetDataProfileScanResultOperator
+KnowledgeCatalogCreateZoneOperator: TypeAlias = DataplexCreateZoneOperator
+KnowledgeCatalogDeleteZoneOperator: TypeAlias = DataplexDeleteZoneOperator
+KnowledgeCatalogCreateAssetOperator: TypeAlias = DataplexCreateAssetOperator
+KnowledgeCatalogDeleteAssetOperator: TypeAlias = DataplexDeleteAssetOperator
+KnowledgeCatalogCreateEntryGroupOperator: TypeAlias = DataplexCatalogCreateEntryGroupOperator
+KnowledgeCatalogGetEntryGroupOperator: TypeAlias = DataplexCatalogGetEntryGroupOperator
+KnowledgeCatalogDeleteEntryGroupOperator: TypeAlias = DataplexCatalogDeleteEntryGroupOperator
+KnowledgeCatalogListEntryGroupsOperator: TypeAlias = DataplexCatalogListEntryGroupsOperator
+KnowledgeCatalogUpdateEntryGroupOperator: TypeAlias = DataplexCatalogUpdateEntryGroupOperator
+KnowledgeCatalogCreateEntryTypeOperator: TypeAlias = DataplexCatalogCreateEntryTypeOperator
+KnowledgeCatalogGetEntryTypeOperator: TypeAlias = DataplexCatalogGetEntryTypeOperator
+KnowledgeCatalogDeleteEntryTypeOperator: TypeAlias = DataplexCatalogDeleteEntryTypeOperator
+KnowledgeCatalogListEntryTypesOperator: TypeAlias = DataplexCatalogListEntryTypesOperator
+KnowledgeCatalogUpdateEntryTypeOperator: TypeAlias = DataplexCatalogUpdateEntryTypeOperator
+KnowledgeCatalogCreateAspectTypeOperator: TypeAlias = DataplexCatalogCreateAspectTypeOperator
+KnowledgeCatalogGetAspectTypeOperator: TypeAlias = DataplexCatalogGetAspectTypeOperator
+KnowledgeCatalogListAspectTypesOperator: TypeAlias = DataplexCatalogListAspectTypesOperator
+KnowledgeCatalogUpdateAspectTypeOperator: TypeAlias = DataplexCatalogUpdateAspectTypeOperator
+KnowledgeCatalogDeleteAspectTypeOperator: TypeAlias = DataplexCatalogDeleteAspectTypeOperator
+KnowledgeCatalogCreateEntryOperator: TypeAlias = DataplexCatalogCreateEntryOperator
+KnowledgeCatalogGetEntryOperator: TypeAlias = DataplexCatalogGetEntryOperator
+KnowledgeCatalogListEntriesOperator: TypeAlias = DataplexCatalogListEntriesOperator
+KnowledgeCatalogSearchEntriesOperator: TypeAlias = DataplexCatalogSearchEntriesOperator
+KnowledgeCatalogLookupEntryOperator: TypeAlias = DataplexCatalogLookupEntryOperator
+KnowledgeCatalogUpdateEntryOperator: TypeAlias = DataplexCatalogUpdateEntryOperator
+KnowledgeCatalogDeleteEntryOperator: TypeAlias = DataplexCatalogDeleteEntryOperator