id stringlengths 15 25 | source stringclasses 1
value | chunk_index int64 0 393k | token_count int32 449 512 | content stringlengths 203 7.95k |
|---|---|---|---|---|
combine_chunk_1900 | combine.txt | 1,900 | 512 | To list the jobs, you can use:
:class:`~airflow.providers.google.cloud.operators.cloud_run.CloudRunListJobsOperator`
.. exampleinclude:: /../../google/tests/system/google/cloud/cloud_run/example_cloud_run.py
:language: python
:dedent: 4
:start-after: [START howto_operator_cloud_run_list_jobs]
:end-bef... |
combine_chunk_1901 | combine.txt | 1,901 | 512 | the task visit `Knowledge Catalog production documentation <Product documentation <https://cloud.google.com/dataplex/docs/reference>`__
Create a Task
-------------
Before you create a dataplex task you need to define its body.
For more information about the available fields to pass when creating a task, visit `Knowl... |
combine_chunk_1902 | combine.txt | 1,902 | 512 | `
The executable example below still imports the compatibility name shown above.
The preferred alias for new code is ``KnowledgeCatalogListTasksOperator``.
.. exampleinclude:: /../../google/tests/system/google/cloud/dataplex/example_dataplex.py
:language: python
:dedent: 4
:start-after: [START howto_datap... |
combine_chunk_1903 | combine.txt | 1,903 | 512 | KnowledgeCatalogCreateLakeOperator``.
.. exampleinclude:: /../../google/tests/system/google/cloud/dataplex/example_dataplex.py
:language: python
:dedent: 4
:start-after: [START howto_dataplex_create_lake_operator]
:end-before: [END howto_dataplex_create_lake_operator]
Delete a lake
-------------
To d... |
combine_chunk_1904 | combine.txt | 1,904 | 512 | :class:`~airflow.providers.google.cloud.operators.dataplex.DataplexGetDataQualityScanOperator`
The executable example below still imports the compatibility name shown above.
The preferred alias for new code is ``KnowledgeCatalogGetDataQualityScanOperator``.
.. exampleinclude:: /../../google/tests/system/google/cloud/... |
combine_chunk_1905 | combine.txt | 1,905 | 512 | _sensor]
Also for this action you can use operator in the deferrable mode:
.. exampleinclude:: /../../google/tests/system/google/cloud/dataplex/example_dataplex_dq.py
:language: python
:dedent: 4
:start-after: [START howto_dataplex_run_data_quality_def_operator]
:end-before: [END howto_dataplex_run_da... |
combine_chunk_1906 | combine.txt | 1,906 | 512 | CatalogCreateZoneOperator``.
.. exampleinclude:: /../../google/tests/system/google/cloud/dataplex/example_dataplex_dq.py
:language: python
:dedent: 4
:start-after: [START howto_dataplex_create_zone_operator]
:end-before: [END howto_dataplex_create_zone_operator]
Delete a zone
-------------
To delete ... |
combine_chunk_1907 | combine.txt | 1,907 | 512 | shown above.
The preferred alias for new code is ``KnowledgeCatalogDeleteAssetOperator``.
.. exampleinclude:: /../../google/tests/system/google/cloud/dataplex/example_dataplex_dq.py
:language: python
:dedent: 4
:start-after: [START howto_dataplex_delete_asset_operator]
:end-before: [END howto_dataplex... |
combine_chunk_1908 | combine.txt | 1,908 | 512 | Data Profile scan
--------------------------
To delete a Data Profile scan you can use:
:class:`~airflow.providers.google.cloud.operators.dataplex.DataplexDeleteDataProfileScanOperator`
The executable example below still imports the compatibility name shown above.
The preferred alias for new code is ``KnowledgeCata... |
combine_chunk_1909 | combine.txt | 1,909 | 512 | GetDataProfileScanResultOperator`
The executable example below still imports the compatibility name shown above.
The preferred alias for new code is ``KnowledgeCatalogGetDataProfileScanResultOperator``.
.. exampleinclude:: /../../google/tests/system/google/cloud/dataplex/example_dataplex_dp.py
:language: python
... |
combine_chunk_1910 | combine.txt | 1,910 | 512 | aplex_catalog_create_entry_group]
:end-before: [END howto_operator_dataplex_catalog_create_entry_group]
.. _howto/operator:DataplexCatalogDeleteEntryGroupOperator:
Delete an EntryGroup
--------------------
To delete an Entry Group in a specific Knowledge Catalog location you can
use :class:`~airflow.providers.go... |
combine_chunk_1911 | combine.txt | 1,911 | 512 | _group]
.. _howto/operator:DataplexCatalogUpdateEntryGroupOperator:
Update an EntryGroup
--------------------
To update an Entry Group in a specific Knowledge Catalog location you can
use :class:`~airflow.providers.google.cloud.operators.dataplex.DataplexCatalogUpdateEntryGroupOperator`
The executable example below ... |
combine_chunk_1912 | combine.txt | 1,912 | 512 | CatalogDeleteEntryTypeOperator:
Delete an EntryType
--------------------
To delete an Entry Type in a specific Knowledge Catalog location you can
use :class:`~airflow.providers.google.cloud.operators.dataplex.DataplexCatalogDeleteEntryTypeOperator`
The executable example below still imports the compatibility name sho... |
combine_chunk_1913 | combine.txt | 1,913 | 512 | location you can
use :class:`~airflow.providers.google.cloud.operators.dataplex.DataplexCatalogUpdateEntryTypeOperator`
The executable example below still imports the compatibility name shown above.
The preferred alias for new code is ``KnowledgeCatalogUpdateEntryTypeOperator``.
.. exampleinclude:: /../../google/test... |
combine_chunk_1914 | combine.txt | 1,914 | 512 | .google.cloud.operators.dataplex.DataplexCatalogDeleteAspectTypeOperator`
The executable example below still imports the compatibility name shown above.
The preferred alias for new code is ``KnowledgeCatalogDeleteAspectTypeOperator``.
.. exampleinclude:: /../../google/tests/system/google/cloud/dataplex/example_dataple... |
combine_chunk_1915 | combine.txt | 1,915 | 512 | the compatibility name shown above.
The preferred alias for new code is ``KnowledgeCatalogUpdateAspectTypeOperator``.
.. exampleinclude:: /../../google/tests/system/google/cloud/dataplex/example_dataplex_catalog.py
:language: python
:dedent: 4
:start-after: [START howto_operator_dataplex_catalog_update_as... |
combine_chunk_1916 | combine.txt | 1,916 | 512 | /dataplex/example_dataplex_catalog.py
:language: python
:dedent: 4
:start-after: [START howto_operator_dataplex_catalog_delete_entry]
:end-before: [END howto_operator_dataplex_catalog_delete_entry]
.. _howto/operator:DataplexCatalogListEntriesOperator:
List Entries
------------
To list all Entries in... |
combine_chunk_1917 | combine.txt | 1,917 | 512 | -before: [END howto_operator_dataplex_catalog_update_entry]
.. _howto/operator:DataplexCatalogLookupEntryOperator:
Look up a single Entry
----------------------
To look up a single Entry by name using the permission on the source system in Knowledge Catalog you can
use :class:`~airflow.providers.google.cloud.operato... |
combine_chunk_1918 | combine.txt | 1,918 | 512 | permissions and limitations
under the License.
Google Cloud Speech Translate Operators
=======================================
Prerequisite Tasks
------------------
.. include:: /operators/_partials/prerequisite_tasks.rst
.. _howto/operator:CloudTranslateSpeechOperator:
CloudTranslateSpeechOperator
----------... |
combine_chunk_1919 | combine.txt | 1,919 | 512 | 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 a... |
combine_chunk_1920 | combine.txt | 1,920 | 512 | as
public figures, landmarks, etc.), and returns information about those entities.
Entity analysis is performed with the
:class:`~airflow.providers.google.cloud.operators.natural_language.CloudNaturalLanguageAnalyzeEntitiesOperator` operator.
.. exampleinclude:: /../../google/tests/system/google/cloud/natural_languag... |
combine_chunk_1921 | combine.txt | 1,921 | 512 | com>`, which allows it
to be used by other operators.
.. exampleinclude:: /../../google/tests/system/google/cloud/natural_language/example_natural_language.py
:language: python
:dedent: 4
:start-after: [START howto_operator_gcp_natural_language_analyze_entity_sentiment_result]
:end-before: [END howto_o... |
combine_chunk_1922 | combine.txt | 1,922 | 512 | /natural_language/example_natural_language.py
:language: python
:dedent: 4
:start-after: [START howto_operator_gcp_natural_language_analyze_classify_text]
:end-before: [END howto_operator_gcp_natural_language_analyze_classify_text]
You can use :ref:`Jinja templating <concepts:jinja-templating>` with
:t... |
combine_chunk_1923 | combine.txt | 1,923 | 512 | cloud.google.com/datastore/docs>`__
Prerequisite Tasks
------------------
.. include:: /operators/_partials/prerequisite_tasks.rst
.. _howto/operator:CloudDatastoreExportEntitiesOperator:
Export Entities
---------------
To export entities from Google Cloud Datastore to Cloud Storage use
:class:`~airflow.providers... |
combine_chunk_1924 | combine.txt | 1,924 | 512 | 270 seconds or after 60 seconds of inactivity.
Airflow does not guarantee that a downstream task will start before those limits.
Do not pass a transaction handle between tasks. Run all operations belonging to a
transaction within one task using
:class:`~airflow.providers.google.cloud.hooks.datastore.Da... |
combine_chunk_1925 | combine.txt | 1,925 | 512 | :
.. code-block:: python
rollback_transaction = CloudDatastoreRollbackOperator(
task_id="rollback_transaction",
transaction=TRANSACTION_ID,
project_id=PROJECT_ID,
)
.. _howto/operator:CloudDatastoreGetOperationOperator:
Get operation state
-------------------
To get the current stat... |
combine_chunk_1926 | combine.txt | 1,926 | 512 |
helps you explore, analyze and share real-time business analytics easily.
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-a... |
combine_chunk_1927 | combine.txt | 1,927 | 512 | take a look at Data Studio operator arguments at :class:`airflow.providers.google.cloud.operators.looker.LookerStartPdtBuildOperator`
<|file|>airflow/providers/google/docs/operators/cloud/datafusion.rst
.. Licensed to the Apache Software Foundation (ASF) under one
or more contributor license agreements. See t... |
combine_chunk_1928 | combine.txt | 1,928 | 512 | by other operators.
.. _howto/operator:CloudDataFusionDeleteInstanceOperator:
Delete DataFusion Instance
^^^^^^^^^^^^^^^^^^^^^^^^^^
To delete Data Fusion instance use:
:class:`~airflow.providers.google.cloud.operators.datafusion.CloudDataFusionDeleteInstanceOperator`.
.. exampleinclude:: /../../google/tests/system... |
combine_chunk_1929 | combine.txt | 1,929 | 512 | _cloud_data_fusion_update_instance_operator]
You can use :ref:`Jinja templating <concepts:jinja-templating>` with
:template-fields:`airflow.providers.google.cloud.operators.datafusion.CloudDataFusionUpdateInstanceOperator`
parameters which allows you to dynamically determine values.
The result is saved to :ref:`XCom <... |
combine_chunk_1930 | combine.txt | 1,930 | 512 | using synchronous mode:
:class:`~airflow.providers.google.cloud.operators.datafusion.CloudDataFusionStartPipelineOperator`.
.. exampleinclude:: /../../google/tests/system/google/cloud/datafusion/example_datafusion.py
:language: python
:dedent: 4
:start-after: [START howto_cloud_data_fusion_start_pipeline]... |
combine_chunk_1931 | combine.txt | 1,931 | 512 |
:start-after: [START howto_cloud_data_fusion_stop_pipeline]
:end-before: [END howto_cloud_data_fusion_stop_pipeline]
You can use :ref:`Jinja templating <concepts:jinja-templating>` with
:template-fields:`airflow.providers.google.cloud.operators.datafusion.CloudDataFusionStopPipelineOperator`
parameters which ... |
combine_chunk_1932 | combine.txt | 1,932 | 512 | ^^^^^^^
When start pipeline is triggered asynchronously sensors may be used to run checks and verify that the pipeline is in correct state.
:class:`~airflow.providers.google.cloud.sensors.datafusion.CloudDataFusionPipelineStateSensor`.
.. exampleinclude:: /../../google/tests/system/google/cloud/datafusion/example_da... |
combine_chunk_1933 | combine.txt | 1,933 | 512 | _db_create]
Example request body:
.. exampleinclude:: /../../google/tests/system/google/cloud/cloud_sql/example_cloud_sql.py
:language: python
:start-after: [START howto_operator_cloudsql_db_create_body]
:end-before: [END howto_operator_cloudsql_db_create_body]
Templating
""""""""""
.. literalinclude:: ... |
combine_chunk_1934 | combine.txt | 1,934 | 512 | cloud.google.com/sql/docs/mysql/admin-api/how-tos/performance#patch
For parameter definition, take a look at
:class:`~airflow.providers.google.cloud.operators.cloud_sql.CloudSQLPatchInstanceDatabaseOperator`.
Using the operator
""""""""""""""""""
You can create the operator with or without project id. If project id... |
combine_chunk_1935 | combine.txt | 1,935 | 512 | .. literalinclude:: /../../google/src/airflow/providers/google/cloud/operators/cloud_sql.py
:language: python
:dedent: 4
:start-after: [START gcp_sql_delete_template_fields]
:end-before: [END gcp_sql_delete_template_fields]
More information
""""""""""""""""
See Google Cloud SQL API documentation to `d... |
combine_chunk_1936 | combine.txt | 1,936 | 512 | _fields]
:end-before: [END gcp_sql_export_template_fields]
More information
""""""""""""""""
See Google Cloud SQL API documentation to `export data
<https://cloud.google.com/sql/docs/mysql/admin-api/v1beta4/instances/export>`_.
Troubleshooting
"""""""""""""""
If you receive an "Unauthorized" error in Google Clo... |
combine_chunk_1937 | combine.txt | 1,937 | 512 | """"""""
You can create the operator with or without project id. If project id is missing
it will be retrieved from the Google Cloud connection used. Both variants are shown:
.. exampleinclude:: /../../google/tests/system/google/cloud/cloud_sql/example_cloud_sql.py
:language: python
:dedent: 4
:start-afte... |
combine_chunk_1938 | combine.txt | 1,938 | 512 | _sql.CloudSQLNoOperationInProgressSensor`
to wait until the instance has no administrative operation in progress before submitting the next
one. The sensor polls ``sqladmin.operations.list`` for the instance and succeeds once no operation
is in a non-terminal (``PENDING`` / ``RUNNING``) state. It supports deferrable mo... |
combine_chunk_1939 | combine.txt | 1,939 | 512 | /providers/google/cloud/operators/cloud_sql.py
:language: python
:dedent: 4
:start-after: [START gcp_sql_create_template_fields]
:end-before: [END gcp_sql_create_template_fields]
More information
""""""""""""""""
See Google Cloud SQL API documentation to `create an instance
<https://cloud.google.com/s... |
combine_chunk_1940 | combine.txt | 1,940 | 512 | look at
:class:`~airflow.providers.google.cloud.operators.cloud_sql.CloudSQLCloneInstanceOperator`.
Arguments
"""""""""
For ``clone_context`` object attributes please refer to
`CloneContext <https://cloud.google.com/sql/docs/mysql/admin-api/rest/v1beta4/instances/clone#clonecontext>`_
Using the operator
"""""""""""... |
combine_chunk_1941 | combine.txt | 1,941 | 512 | or via the proxy.
The ``CloudSqlDatabaseHook`` uses
:class:`~airflow.providers.google.cloud.hooks.cloud_sql.CloudSqlProxyRunner` to manage Cloud SQL
Proxy lifecycle (each task has its own Cloud SQL Proxy)
When you build connection, you should use connection parameters as described in
:class:`~airflow.providers.google... |
combine_chunk_1942 | combine.txt | 1,942 | 512 | AIRFLOW notation for
defining connection via environment variables):
.. exampleinclude:: /../../google/tests/system/google/cloud/cloud_sql/example_cloud_sql_query.py
:language: python
:start-after: [START howto_operator_cloudsql_query_connections_env]
:end-before: [END howto_operator_cloudsql_query_connec... |
combine_chunk_1943 | combine.txt | 1,943 | 512 | """"""""
.. literalinclude:: /../../google/src/airflow/providers/google/cloud/operators/cloud_sql.py
:language: python
:dedent: 4
:start-after: [START gcp_sql_query_template_fields]
:end-before: [END gcp_sql_query_template_fields]
More information
""""""""""""""""
See Google Cloud SQL documentation f... |
combine_chunk_1944 | combine.txt | 1,944 | 512 | ancels a build in progress.
For parameter definition, take a look at
:class:`~airflow.providers.google.cloud.operators.cloud_build.CloudBuildCancelBuildOperator`
Using the operator
------------------
Cancel a build in progress with the
:class:`~airflow.providers.google.cloud.operators.cloud_build.CloudBuildCancelBui... |
combine_chunk_1945 | combine.txt | 1,945 | 512 | build is performed with the
:class:`~airflow.providers.google.cloud.operators.cloud_build.CloudBuildCreateBuildOperator` operator.
.. exampleinclude:: /../tests/system/google/cloud/cloud_build/example_cloud_build.py
:language: python
:dedent: 4
:start-after: [START howto_operator_create_build_from_storage... |
combine_chunk_1946 | combine.txt | 1,946 | 512 |
that are needed for Cloud Build to perform your tasks. You can write the build config file using the YAML or the JSON syntax.
.. exampleinclude:: /../tests/system/google/cloud/cloud_build/example_cloud_build.py
:language: python
:dedent: 4
:start-after: [START howto_operator_gcp_create_build_from_yaml_bod... |
combine_chunk_1947 | combine.txt | 1,947 | 512 | :language: python
:dedent: 4
:start-after: [START howto_operator_create_build_trigger]
:end-before: [END howto_operator_create_build_trigger]
You can use :ref:`Jinja templating <concepts:jinja-templating>` with
:template-fields:`airflow.providers.google.cloud.operators.cloud_build.CloudBuildCreateBuildTri... |
combine_chunk_1948 | combine.txt | 1,948 | 512 | _build]
You can use :ref:`Jinja templating <concepts:jinja-templating>` with
:template-fields:`airflow.providers.google.cloud.operators.cloud_build.CloudBuildGetBuildOperator`
parameters which allows you to dynamically determine values. The result is saved to :ref:`XCom <concepts:xcom>`, which allows it
to be used by ... |
combine_chunk_1949 | combine.txt | 1,949 | 512 | flow.providers.google.cloud.operators.cloud_build.CloudBuildListBuildTriggersOperator`
parameters which allows you to dynamically determine values. The result is saved to :ref:`XCom <concepts:xcom>`, which allows it
to be used by other operators.
.. _howto/operator:CloudBuildListBuildsOperator:
CloudBuildListBuildsOp... |
combine_chunk_1950 | combine.txt | 1,950 | 512 | The result is saved to :ref:`XCom <concepts:xcom>`, which allows it
to be used by other operators.
.. _howto/operator:CloudBuildRunBuildTriggerOperator:
CloudBuildRunBuildTriggerOperator
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
Runs a trigger at a particular source revision.
For parameter definition, take a look at
:clas... |
combine_chunk_1951 | combine.txt | 1,951 | 512 |
^^^^^^^^^
For further information, look at:
* `Client Library Documentation <https://googleapis.dev/python/cloudbuild/latest/index.html>`__
* `Product Documentation <https://cloud.google.com/natural-language/docs/>`__
<|file|>airflow/providers/google/docs/operators/cloud/translate.rst
.. Licensed to the Apache Sof... |
combine_chunk_1952 | combine.txt | 1,952 | 512 | :language: python
:dedent: 4
:start-after: [START translate_template_fields]
:end-before: [END translate_template_fields]
.. _howto/operator:TranslateTextOperator:
TranslateTextOperator
^^^^^^^^^^^^^^^^^^^^^
Translate an array of one or more text (or html) items.
Intended to use for moderate amount of t... |
combine_chunk_1953 | combine.txt | 1,953 | 512 | of the operator:
.. exampleinclude:: /../../google/tests/system/google/cloud/translate/example_translate_dataset.py
:language: python
:dedent: 4
:start-after: [START howto_operator_translate_automl_import_data]
:end-before: [END howto_operator_translate_automl_import_data]
.. _howto/operator:Transla... |
combine_chunk_1954 | combine.txt | 1,954 | 512 | l_create_model]
.. _howto/operator:TranslateModelsListOperator:
TranslateModelsListOperator
^^^^^^^^^^^^^^^^^^^^^^^^^^^
Get list of native translation models using Cloud Translate API (Advanced V3).
For parameter definition, take a look at
:class:`~airflow.providers.google.cloud.operators.translate.TranslateModelsL... |
combine_chunk_1955 | combine.txt | 1,955 | 512 | usage of the operator:
.. exampleinclude:: /../../google/tests/system/google/cloud/translate/example_translate_document.py
:language: python
:dedent: 4
:start-after: [START howto_operator_translate_document_batch]
:end-before: [END howto_operator_translate_document_batch]
.. _howto/operator:Translat... |
combine_chunk_1956 | combine.txt | 1,956 | 512 | :dedent: 4
:start-after: [START howto_operator_translate_list_glossaries]
:end-before: [END howto_operator_translate_list_glossaries]
.. _howto/operator:TranslateDeleteGlossaryOperator:
TranslateDeleteGlossaryOperator
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
Delete the translation glossary resource.
For paramet... |
combine_chunk_1957 | combine.txt | 1,957 | 512 | for the
specific language governing permissions and limitations
under the License.
Google Cloud VertexAI Operators
=======================================
The `Google Cloud VertexAI <https://cloud.google.com/vertex-ai/docs>`__
brings AutoML and AI Platform together into a unified API, client library, and use... |
combine_chunk_1958 | combine.txt | 1,958 | 512 | on an Agent Engine you can use
:class:`~airflow.providers.google.cloud.operators.vertex_ai.agent_engine.RunQueryJobOperator`.
The operator uses the public ``run_query_job`` SDK method. The ``config`` parameter
can include ``query`` and ``output_gcs_uri``. The SDK writes query input and output
through Google Cloud Stor... |
combine_chunk_1959 | combine.txt | 1,959 | 512 | ``RunQueryJobOperator``,
which can defer.
.. code-block:: python
from airflow.providers.common.ai.toolsets import ManagedAgentToolset
from airflow.providers.google.cloud.hooks.vertex_ai.agent_engine import AgentEngineHook
analyst = AgentEngineHook(gcp_conn_id="google_cloud_default").agent(
"proj... |
combine_chunk_1960 | combine.txt | 1,960 | 512 | -after: [START how_to_cloud_vertex_ai_import_data_operator]
:end-before: [END how_to_cloud_vertex_ai_import_data_operator]
To export dataset you can use
:class:`~airflow.providers.google.cloud.operators.vertex_ai.dataset.ExportDataOperator`.
.. exampleinclude:: /../../google/tests/system/google/cloud/vertex_ai/ex... |
combine_chunk_1961 | combine.txt | 1,961 | 512 | _ai.custom_job.CreateCustomContainerTrainingJobOperator`,
:class:`~airflow.providers.google.cloud.operators.vertex_ai.custom_job.CreateCustomPythonPackageTrainingJobOperator`,
:class:`~airflow.providers.google.cloud.operators.vertex_ai.custom_job.CreateCustomTrainingJobOperator`.
Each of them will wait for the operatio... |
combine_chunk_1962 | combine.txt | 1,962 | 512 | training task.
.. exampleinclude:: /../../google/tests/system/google/cloud/vertex_ai/example_vertex_ai_custom_job_python_package.py
:language: python
:dedent: 4
:start-after: [START how_to_cloud_vertex_ai_create_custom_python_package_training_job_operator]
:end-before: [END how_to_cloud_vertex_ai_crea... |
combine_chunk_1963 | combine.txt | 1,963 | 512 | _custom_training_job_v2_operator]
:end-before: [END how_to_cloud_vertex_ai_create_custom_training_job_v2_operator]
The same operation can be performed in the deferrable mode:
.. exampleinclude:: /../../google/tests/system/google/cloud/vertex_ai/example_vertex_ai_custom_job.py
:language: python
:dedent: 4
... |
combine_chunk_1964 | combine.txt | 1,964 | 512 | prepare and create ``TimeSeries`` dataset. After that you should
put dataset id to ``dataset_id`` parameter in operator.
.. exampleinclude:: /../../google/tests/system/google/cloud/vertex_ai/example_vertex_ai_auto_ml_forecasting_training.py
:language: python
:dedent: 4
:start-after: [START how_to_cloud_ve... |
combine_chunk_1965 | combine.txt | 1,965 | 512 | include:: /../../google/tests/system/google/cloud/vertex_ai/example_vertex_ai_auto_ml_list_training.py
:language: python
:dedent: 4
:start-after: [START how_to_cloud_vertex_ai_list_auto_ml_training_job_operator]
:end-before: [END how_to_cloud_vertex_ai_list_auto_ml_training_job_operator]
If you wish to... |
combine_chunk_1966 | combine.txt | 1,966 | 512 | _batch_prediction_job_operator]
:end-before: [END how_to_cloud_vertex_ai_delete_batch_prediction_job_operator]
To get a batch prediction job list you can use
:class:`~airflow.providers.google.cloud.operators.vertex_ai.batch_prediction_job.ListBatchPredictionJobsOperator`.
.. exampleinclude:: /../../google/tests/s... |
combine_chunk_1967 | combine.txt | 1,967 | 512 |
:start-after: [START how_to_cloud_vertex_ai_delete_endpoint_operator]
:end-before: [END how_to_cloud_vertex_ai_delete_endpoint_operator]
To get an endpoint list you can use
:class:`~airflow.providers.google.cloud.operators.vertex_ai.endpoint_service.ListEndpointsOperator`.
.. exampleinclude:: /../../google/t... |
combine_chunk_1968 | combine.txt | 1,968 | 512 | _cloud_vertex_ai_delete_hyperparameter_tuning_job_operator]
To get hyperparameter tuning job you can use
:class:`~airflow.providers.google.cloud.operators.vertex_ai.hyperparameter_tuning_job.GetHyperparameterTuningJobOperator`.
.. exampleinclude:: /../../google/tests/system/google/cloud/vertex_ai/example_vertex_ai_hy... |
combine_chunk_1969 | combine.txt | 1,969 | 512 | :dedent: 4
:start-after: [START how_to_cloud_vertex_ai_delete_model_operator]
:end-before: [END how_to_cloud_vertex_ai_delete_model_operator]
To get a model list you can use
:class:`~airflow.providers.google.cloud.operators.vertex_ai.model_service.ListModelsOperator`.
.. exampleinclude:: /../../google/tes... |
combine_chunk_1970 | combine.txt | 1,970 | 512 | ]
:end-before: [END how_to_cloud_vertex_ai_add_version_aliases_operator]
To delete aliases from specific version of model you can use
:class:`~airflow.providers.google.cloud.operators.vertex_ai.model_service.DeleteVersionAliasesOnModelOperator`.
.. exampleinclude:: /../../google/tests/system/google/cloud/vertex_a... |
combine_chunk_1971 | combine.txt | 1,971 | 512 | : [START how_to_cloud_vertex_ai_get_pipeline_job_operator]
:end-before: [END how_to_cloud_vertex_ai_get_pipeline_job_operator]
To get a pipeline job list you can use
:class:`~airflow.providers.google.cloud.operators.vertex_ai.pipeline_job.ListPipelineJobOperator`.
.. exampleinclude:: /../../google/tests/system/go... |
combine_chunk_1972 | combine.txt | 1,972 | 512 | :`XCom <concepts:xcom>` under ``return_value`` key.
.. exampleinclude:: /../../google/tests/system/google/cloud/vertex_ai/example_vertex_ai_feature_store.py
:language: python
:dedent: 4
:start-after: [START how_to_cloud_vertex_ai_create_feature_view_store_operator]
:end-before: [END how_to_cloud_vertex... |
combine_chunk_1973 | combine.txt | 1,973 | 512 | :language: python
:dedent: 4
:start-after: [START how_to_cloud_vertex_ai_feature_store_feature_view_sync_sensor]
:end-before: [END how_to_cloud_vertex_ai_feature_store_feature_view_sync_sensor]
To check feature values data you can use the
:class:`~airflow.providers.google.cloud.sensors.vertex_ai.FetchF... |
combine_chunk_1974 | combine.txt | 1,974 | 512 | START how_to_cloud_vertex_ai_create_ray_cluster_operator]
:end-before: [END how_to_cloud_vertex_ai_create_ray_cluster_operator]
To delete cluster you can use
:class:`~airflow.providers.google.cloud.operators.vertex_ai.ray.DeleteRayClusterOperator`.
.. exampleinclude:: /../../google/tests/system/google/cloud/verte... |
combine_chunk_1975 | combine.txt | 1,975 | 512 | you can use
:class:`~airflow.providers.google.cloud.operators.vertex_ai.experiment_service.DeleteExperimentOperator`.
.. exampleinclude:: /../../google/tests/system/google/cloud/vertex_ai/example_vertex_ai_experiment_service.py
:language: python
:dedent: 4
:start-after: [START how_to_cloud_vertex_ai_delet... |
combine_chunk_1976 | combine.txt | 1,976 | 512 | ^^^^^
You can configure Private Service Connect interface connections for
:class:`~airflow.providers.google.cloud.operators.vertex_ai.custom_job.CreateCustomContainerTrainingJobOperator`,
:class:`~airflow.providers.google.cloud.operators.vertex_ai.custom_job.CreateCustomPythonPackageTrainingJobOperator`,
:class:`~airf... |
combine_chunk_1977 | combine.txt | 1,977 | 512 | howto/operator:AlloyDBCreateClusterOperator:
Create cluster
""""""""""""""
To create an AlloyDB cluster (primary end secondary) you can use
:class:`~airflow.providers.google.cloud.operators.alloy_db.AlloyDBCreateClusterOperator`.
.. exampleinclude:: /../../google/tests/system/google/cloud/alloy_db/example_alloy_db.p... |
combine_chunk_1978 | combine.txt | 1,978 | 512 |
:class:`~airflow.providers.google.cloud.operators.alloy_db.AlloyDBUpdateInstanceOperator`.
.. exampleinclude:: /../../google/tests/system/google/cloud/alloy_db/example_alloy_db.py
:language: python
:dedent: 4
:start-after: [START howto_operator_alloy_db_update_instance]
:end-before: [END howto_operato... |
combine_chunk_1979 | combine.txt | 1,979 | 512 | _db/example_alloy_db.py
:language: python
:dedent: 4
:start-after: [START howto_operator_alloy_db_delete_user]
:end-before: [END howto_operator_alloy_db_delete_user]
.. _howto/operator:AlloyDBCreateBackupOperator:
Create backup
"""""""""""""
To create an AlloyDB backup you can use
:class:`~airflow.pr... |
combine_chunk_1980 | combine.txt | 1,980 | 512 | 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 lang... |
combine_chunk_1981 | combine.txt | 1,981 | 512 | is a combination of data and (optional) attributes that a publisher sends to a topic and is eventually delivered to subscribers.
The :class:`~airflow.providers.google.cloud.operators.pubsub.PubSubPublishMessageOperator` operator would publish messages.
.. exampleinclude:: /../../google/tests/system/google/cloud/pubsu... |
combine_chunk_1982 | combine.txt | 1,982 | 512 | operators.bash.BashOperator`.
.. exampleinclude:: /../../google/tests/system/google/cloud/pubsub/example_pubsub.py
:language: python
:start-after: [START howto_operator_gcp_pubsub_pull_messages_result_cmd]
:end-before: [END howto_operator_gcp_pubsub_pull_messages_result_cmd]
.. exampleinclude:: /../../goo... |
combine_chunk_1983 | combine.txt | 1,983 | 512 | /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 l... |
combine_chunk_1984 | combine.txt | 1,984 | 512 | _create_acl_entry_task]
:end-before: [END howto_operator_gcs_bucket_create_acl_entry_task]
Templating
""""""""""
.. literalinclude:: /../../google/src/airflow/providers/google/cloud/operators/gcs.py
:language: python
:dedent: 4
:start-after: [START gcs_bucket_create_acl_template_fields]
:end-befor... |
combine_chunk_1985 | combine.txt | 1,985 | 512 | """"""""""
.. exampleinclude:: /../../google/tests/system/google/cloud/gcs/example_gcs_acl.py
:language: python
:dedent: 4
:start-after: [START howto_operator_gcs_object_create_acl_entry_task]
:end-before: [END howto_operator_gcs_object_create_acl_entry_task]
Templating
""""""""""
.. literalinclude::... |
combine_chunk_1986 | combine.txt | 1,986 | 512 | CSDeleteBucketOperator` operator.
.. exampleinclude:: /../../google/tests/system/google/cloud/gcs/example_gcs_upload_download.py
:language: python
:dedent: 4
:start-after: [START howto_operator_gcs_delete_bucket]
:end-before: [END howto_operator_gcs_delete_bucket]
You can use :ref:`Jinja templating <... |
combine_chunk_1987 | combine.txt | 1,987 | 512 | -after: [START howto_sensor_object_with_prefix_exists_task]
:end-before: [END howto_sensor_object_with_prefix_exists_task]
You can set the ``deferrable`` param to True if you want this sensor to run asynchronously, leading to more
efficient utilization of resources in your Airflow deployment. However the triggerer... |
combine_chunk_1988 | combine.txt | 1,988 | 512 | you want this sensor to run asynchronously, leading to efficient
utilization of resources in your Airflow deployment. However the triggerer component needs to be enabled
for this functionality to work.
.. exampleinclude:: /../../google/tests/system/google/cloud/gcs/example_gcs_sensor.py
:language: python
:ded... |
combine_chunk_1989 | combine.txt | 1,989 | 512 | /system/google/cloud/compute/example_compute.py
:language: python
:dedent: 4
:start-after: [START howto_operator_gce_insert]
:end-before: [END howto_operator_gce_insert]
You can also create the operator without project id - project id will be retrieved
from the Google Cloud connection id used:
.. exam... |
combine_chunk_1990 | combine.txt | 1,990 | 512 | /cloud/operators/compute.py
:language: python
:dedent: 4
:start-after: [START gce_instance_insert_from_template_fields]
:end-before: [END gce_instance_insert_from_template_fields]
More information
""""""""""""""""
See Google Compute Engine API documentation to `insert an instance from template
<https:... |
combine_chunk_1991 | combine.txt | 1,991 | 512 | Cloud connection id used:
.. exampleinclude:: /../../google/tests/system/google/cloud/compute/example_compute.py
:language: python
:dedent: 4
:start-after: [START howto_operator_gce_start_no_project_id]
:end-before: [END howto_operator_gce_start_no_project_id]
Templating
""""""""""
.. literalinclud... |
combine_chunk_1992 | combine.txt | 1,992 | 512 | instances/stop>`_.
.. _howto/operator:ComputeEngineSetMachineTypeOperator:
ComputeEngineSetMachineTypeOperator
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
Use the operator to change machine type of a Google Compute Engine instance.
For parameter definition, take a look at
:class:`~airflow.providers.google.cloud.operators.c... |
combine_chunk_1993 | combine.txt | 1,993 | 512 | start-after: [START howto_operator_gce_delete_old_template_no_project_id]
:end-before: [END howto_operator_gce_delete_old_template_no_project_id]
Templating
""""""""""
.. literalinclude:: /../../google/src/airflow/providers/google/cloud/operators/compute.py
:language: python
:dedent: 4
:start-after: [... |
combine_chunk_1994 | combine.txt | 1,994 | 512 | howto/operator:ComputeEngineCopyInstanceTemplateOperator:
ComputeEngineCopyInstanceTemplateOperator
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
Use the operator to copy an existing Google Compute Engine instance template
applying a patch to it.
For parameter definition, take a look at
:class:`~airflow.providers.google... |
combine_chunk_1995 | combine.txt | 1,995 | 512 | _operator_gce_insert_igm]
You can also create the operator without project id - project id will be retrieved
from the Google Cloud connection used:
.. exampleinclude:: /../../google/tests/system/google/cloud/compute/example_compute_igm.py
:language: python
:dedent: 4
:start-after: [START howto_operator_gc... |
combine_chunk_1996 | combine.txt | 1,996 | 512 | /delete>`_.
.. _howto/operator:ComputeEngineInstanceGroupUpdateManagerTemplateOperator:
ComputeEngineInstanceGroupUpdateManagerTemplateOperator
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
Use the operator to update a template in Google Compute Engine Instance Group Manager.
For parameter definition, tak... |
combine_chunk_1997 | combine.txt | 1,997 | 512 | 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 e... |
combine_chunk_1998 | combine.txt | 1,998 | 512 |
:dedent: 4
:start-after: [START howto_operator_gke_create_cluster]
:end-before: [END howto_operator_gke_create_cluster]
You can use deferrable mode for this action in order to run the operator asynchronously. It will give you a
possibility to free up the worker when it knows it has to wait, and hand off t... |
combine_chunk_1999 | combine.txt | 1,999 | 512 | :: /../../google/tests/system/google/cloud/kubernetes_engine/example_kubernetes_engine_kueue.py
:language: python
:start-after: [START howto_operator_gke_install_kueue]
:end-before: [END howto_operator_gke_install_kueue]
.. _howto/operator:GKEDeleteClusterOperator:
Delete GKE cluster
""""""""""""""""""
... |
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