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feat: Add multihost_gpu_node_count to Vertex SDK for multihost GPU support
PiperOrigin-RevId: 733768886 Source-Link: googleapis/googleapis@4129cd8 Source-Link: googleapis/googleapis-gen@fc4062c Copy-Tag: eyJwIjoiLmdpdGh1Yi8uT3dsQm90LnlhbWwiLCJoIjoiZmM0MDYyY2NjMjk3M2QzZGNkYzVlYTIyNGU3OTgxMzA3YjUzYzIxNyJ9
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‎owl-bot-staging/v1/.coveragerc

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[run]
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branch = True
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[report]
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show_missing = True
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omit =
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google/cloud/aiplatform/v1/schema/trainingjob/definition/__init__.py
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google/cloud/aiplatform/v1/schema/trainingjob/definition/gapic_version.py
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exclude_lines =
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# Re-enable the standard pragma
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pragma: NO COVER
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# Ignore debug-only repr
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def __repr__

‎owl-bot-staging/v1/.flake8

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# -*- coding: utf-8 -*-
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#
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# Copyright 2020 Google LLC
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# https://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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# Generated by synthtool. DO NOT EDIT!
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[flake8]
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ignore = E203, E266, E501, W503
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exclude =
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# Exclude generated code.
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**/proto/**
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**/gapic/**
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**/services/**
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**/types/**
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*_pb2.py
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# Standard linting exemptions.
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**/.nox/**
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__pycache__,
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.git,
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*.pyc,
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conf.py

‎owl-bot-staging/v1/MANIFEST.in

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recursive-include google/cloud/aiplatform/v1/schema/trainingjob/definition *.py
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recursive-include google/cloud/aiplatform/v1/schema/trainingjob/definition_v1 *.py

‎owl-bot-staging/v1/README.rst

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Python Client for Google Cloud Aiplatform V1 Schema Trainingjob Definition API
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=================================================
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Quick Start
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-----------
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In order to use this library, you first need to go through the following steps:
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1. `Select or create a Cloud Platform project.`_
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2. `Enable billing for your project.`_
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3. Enable the Google Cloud Aiplatform V1 Schema Trainingjob Definition API.
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4. `Setup Authentication.`_
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.. _Select or create a Cloud Platform project.: https://console.cloud.google.com/project
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.. _Enable billing for your project.: https://cloud.google.com/billing/docs/how-to/modify-project#enable_billing_for_a_project
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.. _Setup Authentication.: https://googleapis.dev/python/google-api-core/latest/auth.html
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Installation
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~~~~~~~~~~~~
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Install this library in a `virtualenv`_ using pip. `virtualenv`_ is a tool to
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create isolated Python environments. The basic problem it addresses is one of
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dependencies and versions, and indirectly permissions.
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With `virtualenv`_, it's possible to install this library without needing system
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install permissions, and without clashing with the installed system
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dependencies.
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.. _`virtualenv`: https://virtualenv.pypa.io/en/latest/
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Mac/Linux
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^^^^^^^^^
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.. code-block:: console
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python3 -m venv <your-env>
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source <your-env>/bin/activate
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<your-env>/bin/pip install /path/to/library
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Windows
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^^^^^^^
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.. code-block:: console
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python3 -m venv <your-env>
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<your-env>\Scripts\activate
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<your-env>\Scripts\pip.exe install \path\to\library
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Logging
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-------
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This library uses the standard Python :code:`logging` functionality to log some RPC events that could be of interest for debugging and monitoring purposes.
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Note the following:
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#. Logs may contain sensitive information. Take care to **restrict access to the logs** if they are saved, whether it be on local storage or on Google Cloud Logging.
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#. Google may refine the occurrence, level, and content of various log messages in this library without flagging such changes as breaking. **Do not depend on immutability of the logging events**.
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#. By default, the logging events from this library are not handled. You must **explicitly configure log handling** using one of the mechanisms below.
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Simple, environment-based configuration
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~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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To enable logging for this library without any changes in your code, set the :code:`GOOGLE_SDK_PYTHON_LOGGING_SCOPE` environment variable to a valid Google
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logging scope. This configures handling of logging events (at level :code:`logging.DEBUG` or higher) from this library in a default manner, emitting the logged
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messages in a structured format. It does not currently allow customizing the logging levels captured nor the handlers, formatters, etc. used for any logging
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event.
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A logging scope is a period-separated namespace that begins with :code:`google`, identifying the Python module or package to log.
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- Valid logging scopes: :code:`google`, :code:`google.cloud.asset.v1`, :code:`google.api`, :code:`google.auth`, etc.
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- Invalid logging scopes: :code:`foo`, :code:`123`, etc.
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**NOTE**: If the logging scope is invalid, the library does not set up any logging handlers.
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Examples
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^^^^^^^^
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- Enabling the default handler for all Google-based loggers
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.. code-block:: console
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export GOOGLE_SDK_PYTHON_LOGGING_SCOPE=google
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- Enabling the default handler for a specific Google module (for a client library called :code:`library_v1`):
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.. code-block:: console
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export GOOGLE_SDK_PYTHON_LOGGING_SCOPE=google.cloud.library_v1
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Advanced, code-based configuration
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~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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You can also configure a valid logging scope using Python's standard `logging` mechanism.
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Examples
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^^^^^^^^
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- Configuring a handler for all Google-based loggers
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.. code-block:: python
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import logging
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from google.cloud.translate_v3 import translate
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base_logger = logging.getLogger("google")
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base_logger.addHandler(logging.StreamHandler())
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base_logger.setLevel(logging.DEBUG)
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- Configuring a handler for a specific Google module (for a client library called :code:`library_v1`):
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.. code-block:: python
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import logging
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from google.cloud.translate_v3 import translate
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base_logger = logging.getLogger("google.cloud.library_v1")
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base_logger.addHandler(logging.StreamHandler())
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base_logger.setLevel(logging.DEBUG)
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Logging details
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~~~~~~~~~~~~~~~
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#. Regardless of which of the mechanisms above you use to configure logging for this library, by default logging events are not propagated up to the root
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logger from the `google`-level logger. If you need the events to be propagated to the root logger, you must explicitly set
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:code:`logging.getLogger("google").propagate = True` in your code.
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#. You can mix the different logging configurations above for different Google modules. For example, you may want use a code-based logging configuration for
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one library, but decide you need to also set up environment-based logging configuration for another library.
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#. If you attempt to use both code-based and environment-based configuration for the same module, the environment-based configuration will be ineffectual
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if the code -based configuration gets applied first.
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#. The Google-specific logging configurations (default handlers for environment-based configuration; not propagating logging events to the root logger) get
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executed the first time *any* client library is instantiated in your application, and only if the affected loggers have not been previously configured.
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(This is the reason for 2.i. above.)

‎owl-bot-staging/v1/docs/_static/custom.css

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dl.field-list > dt {
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min-width: 100px
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}

‎owl-bot-staging/v1/docs/aiplatform_v1/dataset_service.rst

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DatasetService
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--------------------------------
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.. automodule:: google.cloud.aiplatform_v1.services.dataset_service
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:members:
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:inherited-members:
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.. automodule:: google.cloud.aiplatform_v1.services.dataset_service.pagers
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:members:
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:inherited-members:

‎owl-bot-staging/v1/docs/aiplatform_v1/deployment_resource_pool_service.rst

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DeploymentResourcePoolService
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-----------------------------------------------
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.. automodule:: google.cloud.aiplatform_v1.services.deployment_resource_pool_service
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:members:
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:inherited-members:
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.. automodule:: google.cloud.aiplatform_v1.services.deployment_resource_pool_service.pagers
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:members:
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:inherited-members:

‎owl-bot-staging/v1/docs/aiplatform_v1/endpoint_service.rst

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EndpointService
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---------------------------------
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.. automodule:: google.cloud.aiplatform_v1.services.endpoint_service
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:members:
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:inherited-members:
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.. automodule:: google.cloud.aiplatform_v1.services.endpoint_service.pagers
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:members:
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:inherited-members:

‎owl-bot-staging/v1/docs/aiplatform_v1/evaluation_service.rst

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EvaluationService
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-----------------------------------
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.. automodule:: google.cloud.aiplatform_v1.services.evaluation_service
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:members:
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:inherited-members:

‎owl-bot-staging/v1/docs/aiplatform_v1/feature_online_store_admin_service.rst

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FeatureOnlineStoreAdminService
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------------------------------------------------
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.. automodule:: google.cloud.aiplatform_v1.services.feature_online_store_admin_service
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:members:
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:inherited-members:
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.. automodule:: google.cloud.aiplatform_v1.services.feature_online_store_admin_service.pagers
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:members:
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:inherited-members:

‎owl-bot-staging/v1/docs/aiplatform_v1/feature_online_store_service.rst

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FeatureOnlineStoreService
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-------------------------------------------
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.. automodule:: google.cloud.aiplatform_v1.services.feature_online_store_service
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:members:
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:inherited-members:

‎owl-bot-staging/v1/docs/aiplatform_v1/feature_registry_service.rst

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FeatureRegistryService
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----------------------------------------
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.. automodule:: google.cloud.aiplatform_v1.services.feature_registry_service
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:members:
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:inherited-members:
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.. automodule:: google.cloud.aiplatform_v1.services.feature_registry_service.pagers
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:members:
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‎owl-bot-staging/v1/docs/aiplatform_v1/featurestore_online_serving_service.rst

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FeaturestoreOnlineServingService
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--------------------------------------------------
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.. automodule:: google.cloud.aiplatform_v1.services.featurestore_online_serving_service
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:members:
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:inherited-members:

‎owl-bot-staging/v1/docs/aiplatform_v1/featurestore_service.rst

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FeaturestoreService
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-------------------------------------
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.. automodule:: google.cloud.aiplatform_v1.services.featurestore_service
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:members:
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:inherited-members:
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.. automodule:: google.cloud.aiplatform_v1.services.featurestore_service.pagers
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:members:
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:inherited-members:

‎owl-bot-staging/v1/docs/aiplatform_v1/gen_ai_cache_service.rst

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GenAiCacheService
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-----------------------------------
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.. automodule:: google.cloud.aiplatform_v1.services.gen_ai_cache_service
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:members:
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:inherited-members:
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.. automodule:: google.cloud.aiplatform_v1.services.gen_ai_cache_service.pagers
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:members:
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:inherited-members:

‎owl-bot-staging/v1/docs/aiplatform_v1/gen_ai_tuning_service.rst

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GenAiTuningService
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------------------------------------
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.. automodule:: google.cloud.aiplatform_v1.services.gen_ai_tuning_service
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:members:
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:inherited-members:
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.. automodule:: google.cloud.aiplatform_v1.services.gen_ai_tuning_service.pagers
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:members:
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‎owl-bot-staging/v1/docs/aiplatform_v1/index_endpoint_service.rst

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IndexEndpointService
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--------------------------------------
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.. automodule:: google.cloud.aiplatform_v1.services.index_endpoint_service
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:members:
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:inherited-members:
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.. automodule:: google.cloud.aiplatform_v1.services.index_endpoint_service.pagers
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:members:
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‎owl-bot-staging/v1/docs/aiplatform_v1/index_service.rst

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IndexService
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------------------------------
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.. automodule:: google.cloud.aiplatform_v1.services.index_service
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:members:
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:inherited-members:
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.. automodule:: google.cloud.aiplatform_v1.services.index_service.pagers
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:members:
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‎owl-bot-staging/v1/docs/aiplatform_v1/job_service.rst

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JobService
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----------------------------
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.. automodule:: google.cloud.aiplatform_v1.services.job_service
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:members:
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:inherited-members:
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.. automodule:: google.cloud.aiplatform_v1.services.job_service.pagers
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:members:
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‎owl-bot-staging/v1/docs/aiplatform_v1/llm_utility_service.rst

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LlmUtilityService
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-----------------------------------
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.. automodule:: google.cloud.aiplatform_v1.services.llm_utility_service
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:members:
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:inherited-members:

‎owl-bot-staging/v1/docs/aiplatform_v1/match_service.rst

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MatchService
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------------------------------
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.. automodule:: google.cloud.aiplatform_v1.services.match_service
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:members:
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:inherited-members:

‎owl-bot-staging/v1/docs/aiplatform_v1/metadata_service.rst

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MetadataService
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---------------------------------
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.. automodule:: google.cloud.aiplatform_v1.services.metadata_service
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:members:
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:inherited-members:
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.. automodule:: google.cloud.aiplatform_v1.services.metadata_service.pagers
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‎owl-bot-staging/v1/docs/aiplatform_v1/migration_service.rst

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MigrationService
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----------------------------------
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.. automodule:: google.cloud.aiplatform_v1.services.migration_service
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:members:
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.. automodule:: google.cloud.aiplatform_v1.services.migration_service.pagers
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‎owl-bot-staging/v1/docs/aiplatform_v1/model_garden_service.rst

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ModelGardenService
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------------------------------------
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.. automodule:: google.cloud.aiplatform_v1.services.model_garden_service
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:members:
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:inherited-members:

‎owl-bot-staging/v1/docs/aiplatform_v1/model_service.rst

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ModelService
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------------------------------
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.. automodule:: google.cloud.aiplatform_v1.services.model_service
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:members:
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.. automodule:: google.cloud.aiplatform_v1.services.model_service.pagers
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