Deprecate gcp AutoML module

- Regarding the depreciation of AutoML API, deprecate the whole module.

- Suggested removal  date of September 30, 2025.

docs/apache-airflow-providers-google/operators/cloud/automl.rst

@@ -17,6 +17,11 @@
 
 Google Cloud AutoML Operators
 =======================================
+WARNING: The AutoML API is deprecated. Planned removal date is September 30, 2025, but some operators might be deleted
+earlier, according to the docs and deprecation warnings!
+The replacement suggestions can be found in the deprecation warnings or in the doc below.
+Please note that AutoML for translation API functionality has been moved to the Advanced Translation service,
+the operators can be found at ``airflow.providers.google.cloud.operators.translate`` module.
 
 The `Google Cloud AutoML <https://cloud.google.com/automl/docs/>`__
 makes the power of machine learning available to you even if you have limited knowledge
@@ -41,10 +46,11 @@ To create a Google AutoML dataset you can use
 :class:`~airflow.providers.google.cloud.operators.automl.AutoMLCreateDatasetOperator`.
 The operator returns dataset id in :ref:`XCom <concepts:xcom>` under ``dataset_id`` key.
 
-This operator is deprecated when running for text, video and vision prediction and will be removed soon.
+This operator is deprecated when running for text, video and vision prediction and will be removed after September 30, 2025.
 All the functionality of legacy AutoML Natural Language, Vision, Video Intelligence and new features are
 available on the Vertex AI platform. Please use
 :class:`~airflow.providers.google.cloud.operators.vertex_ai.dataset.CreateDatasetOperator`
+:class:`~airflow.providers.google.cloud.operators.translate.TranslateCreateDatasetOperator`
 
 .. exampleinclude:: /../../providers/tests/system/google/cloud/automl/example_automl_dataset.py
     :language: python
@@ -102,12 +108,14 @@ To create a Google AutoML model you can use
 The operator will wait for the operation to complete. Additionally the operator
 returns the id of model in :ref:`XCom <concepts:xcom>` under ``model_id`` key.
 
-This operator is deprecated when running for text, video and vision prediction and will be removed soon.
+This operator is deprecated when running for text, video and vision prediction and will be removed after September 30, 2025.
 All the functionality of legacy AutoML Natural Language, Vision, Video Intelligence and new features are
 available on the Vertex AI platform. Please use
+:class:`~airflow.providers.google.cloud.operators.vertex_ai.auto_ml.CreateAutoMLTabularTrainingJobOperator`,
+:class:`~airflow.providers.google.cloud.operators.vertex_ai.auto_ml.CreateAutoMLVideoTrainingJobOperator`,
+:class:`~airflow.providers.google.cloud.operators.vertex_ai.auto_ml.CreateAutoMLImageTrainingJobOperator`,
 :class:`~airflow.providers.google.cloud.operators.vertex_ai.generative_model.SupervisedFineTuningTrainOperator`,
-:class:`~airflow.providers.google.cloud.operators.vertex_ai.auto_ml.CreateAutoMLImageTrainingJobOperator` or
-:class:`~airflow.providers.google.cloud.operators.vertex_ai.auto_ml.CreateAutoMLVideoTrainingJobOperator`.
+:class:`~airflow.providers.google.cloud.operators.translate.TranslateCreateModelOperator`
 
 You can find example on how to use VertexAI operators for AutoML Vision classification here:
 
@@ -235,7 +243,9 @@ of datasets ids in :ref:`XCom <concepts:xcom>` under ``dataset_id_list`` key.
 
 This operator deprecated for tables, video intelligence, vision and natural language is deprecated
 and will be removed after 31.03.2024. Please use
-:class:`airflow.providers.google.cloud.operators.vertex_ai.dataset.ListDatasetsOperator` instead.
+:class:`~airflow.providers.google.cloud.operators.vertex_ai.dataset.ListDatasetsOperator`,
+:class:`~airflow.providers.google.cloud.operators.translate.TranslateDatasetsListOperator`
+instead.
 You can find example on how to use VertexAI operators here:
 
 .. exampleinclude:: /../../providers/tests/system/google/cloud/vertex_ai/example_vertex_ai_dataset.py

providers/src/airflow/providers/google/cloud/hooks/automl.py

@@ -42,8 +42,9 @@
     PredictResponse,
 )
 
-from airflow.exceptions import AirflowException
+from airflow.exceptions import AirflowException, AirflowProviderDeprecationWarning
 from airflow.providers.google.common.consts import CLIENT_INFO
+from airflow.providers.google.common.deprecated import deprecated
 from airflow.providers.google.common.hooks.base_google import PROVIDE_PROJECT_ID, GoogleBaseHook
 
 if TYPE_CHECKING:
@@ -57,6 +58,12 @@
     from google.protobuf.field_mask_pb2 import FieldMask
 
 
+@deprecated(
+    planned_removal_date="September 30, 2025",
+    use_instead="airflow.providers.google.cloud.hooks.vertex_ai.auto_ml.AutoMLHook, "
+    "airflow.providers.google.cloud.hooks.translate.TranslateHook",
+    category=AirflowProviderDeprecationWarning,
+)
 class CloudAutoMLHook(GoogleBaseHook):
     """
     Google Cloud AutoML hook.

providers/src/airflow/providers/google/cloud/links/translate.py

@@ -20,7 +20,9 @@
 
 from typing import TYPE_CHECKING
 
+from airflow.exceptions import AirflowProviderDeprecationWarning
 from airflow.providers.google.cloud.links.base import BASE_LINK, BaseGoogleLink
+from airflow.providers.google.common.deprecated import deprecated
 
 if TYPE_CHECKING:
     from airflow.utils.context import Context
@@ -57,6 +59,10 @@
 TRANSLATION_MODELS_LIST_LINK = TRANSLATION_BASE_LINK + "/models/list?project={project_id}"
 
 
+@deprecated(
+    planned_removal_date="September 30, 2025",
+    category=AirflowProviderDeprecationWarning,
+)
 class TranslationLegacyDatasetLink(BaseGoogleLink):
     """
     Helper class for constructing Legacy Translation Dataset link.
@@ -82,6 +88,10 @@ def persist(
         )
 
 
+@deprecated(
+    planned_removal_date="September 30, 2025",
+    category=AirflowProviderDeprecationWarning,
+)
 class TranslationDatasetListLink(BaseGoogleLink):
     """Helper class for constructing Translation Dataset List link."""
 
@@ -104,6 +114,10 @@ def persist(
         )
 
 
+@deprecated(
+    planned_removal_date="September 30, 2025",
+    category=AirflowProviderDeprecationWarning,
+)
 class TranslationLegacyModelLink(BaseGoogleLink):
     """
     Helper class for constructing Translation Legacy Model link.
@@ -135,6 +149,10 @@ def persist(
         )
 
 
+@deprecated(
+    planned_removal_date="September 30, 2025",
+    category=AirflowProviderDeprecationWarning,
+)
 class TranslationLegacyModelTrainLink(BaseGoogleLink):
     """
     Helper class for constructing Translation Legacy Model Train link.
@@ -163,6 +181,10 @@ def persist(
         )
 
 
+@deprecated(
+    planned_removal_date="September 30, 2025",
+    category=AirflowProviderDeprecationWarning,
+)
 class TranslationLegacyModelPredictLink(BaseGoogleLink):
     """
     Helper class for constructing Translation Legacy Model Predict link.