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Modelarts (#420)
Modelarts Reviewed-by: RusselSand Reviewed-by: Vineet Pruthi Reviewed-by: Anton Sidelnikov
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‎.zuul.yaml‎

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parent: otcinfra-upload-image-quay
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provides: otce-container-image
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vars: *otce_image_vars
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nodeset: ubuntu-focal
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nodeset: ubuntu-jammy
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- project:
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merge-mode: squash-merge

‎Dockerfile‎

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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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FROM docker.io/opendevorg/python-builder:3.9 as builder
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FROM docker.io/opendevorg/python-builder:3.9-bullseye as builder
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COPY . /tmp/src
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RUN echo "python-openstackclient" >> /tmp/src/requirements.txt
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RUN assemble
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FROM docker.io/opendevorg/python-base:3.9
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FROM docker.io/opendevorg/python-base:3.9-bullseye
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COPY --from=builder /output/ /output
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RUN /output/install-from-bindep

‎doc/source/cli/index.rst‎

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identity
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kms
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load_balancer
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modelarts
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nat
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obs
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rds_v3

‎doc/source/cli/modelarts.rst‎

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Modelarts Service (modelarts)
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=============================
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The Modelarts client is the command-line interface (CLI) for
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the ModelArts service API and its extensions.
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For help on a specific `rds` command, enter:
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.. code-block:: console
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$ openstack ma help SUBCOMMAND
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.. _builtin_model:
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Built-In Model Operations
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-------------------------
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.. autoprogram-cliff:: openstack.modelartsv1.v1
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:command: ma builtin model *
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.. _devenv:
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Devenv Operations
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-----------------
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.. autoprogram-cliff:: openstack.modelartsv1.v1
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:command: ma devenv *
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.. _model:
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Model Operations
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----------------
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.. autoprogram-cliff:: openstack.modelartsv1.v1
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:command: ma model *
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.. _service:
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Service Operations
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------------------
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.. autoprogram-cliff:: openstack.modelartsv1.v1
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:command: ma service *
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.. _training_job:
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Training Job Operations
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-----------------------
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.. autoprogram-cliff:: openstack.modelartsv1.v1
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:command: ma training job *
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.. _visualization_job:
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Visualization Job Operations
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----------------------------
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.. autoprogram-cliff:: openstack.modelartsv1.v1
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:command: ma visualization job *
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.. _dataset:
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Dataset Operations
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------------------
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.. autoprogram-cliff:: openstack.modelartsv2.v2
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:command: ma dataset *
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‎doc/source/coverage.rst‎

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- X
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-
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-
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* - modelarts
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- ModelArts Service
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- X
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- X
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- X
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-
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* - nat
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- Network Address Translation
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- X

‎doc/source/sdk/guides/index.rst‎

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kms
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lts
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mrs
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modelarts
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nat
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rds
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sfsturbo

‎doc/source/sdk/guides/modelarts.rst‎

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ModelArts Service
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=================
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ModelArts is a one-stop development platform for AI developers.
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With distributed training, automated model building, and model
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deployment, ModelArts helps AI developers quickly build models
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and efficiently manage the AI development lifecycle.
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.. contents:: Table of Contents
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:local:
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Devenv Instance
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---------------
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List Devenv Instances
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^^^^^^^^^^^^^^^^^^^^^
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This interface is used to query devenv instances list.
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:class:`~otcextensions.sdk.modelartsv1.v1.devenv.Devenv`.
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.. literalinclude:: ../examples/modelartsv1/list_devenv_instances.py
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:lines: 15-21
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Create Devenv Instance
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^^^^^^^^^^^^^^^^^^^^^^
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This interface is used to create a devenv instance with
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parameters.
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:class:`~otcextensions.sdk.modelartsv1.v1.devenv.Devenv`.
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.. literalinclude:: ../examples/modelartsv1/create_devenv_instance.py
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:lines: 15-35
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Get Devenv Instance
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^^^^^^^^^^^^^^^^^^^
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This interface is used to get a devenv instance by ID
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or an instance of class.
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:class:`~otcextensions.sdk.modelartsv1.v1.devenv.Devenv`.
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.. literalinclude:: ../examples/modelartsv1/get_devenv_instance.py
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:lines: 15-22
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Find Devenv Instance
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^^^^^^^^^^^^^^^^^^^^
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This interface is used to find a devenv instance by id or name.
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:class:`~otcextensions.sdk.modelartsv1.v1.devenv.Devenv`.
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.. literalinclude:: ../examples/modelartsv1/find_devenv_instance.py
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:lines: 15-24
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Start Devenv Instance
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^^^^^^^^^^^^^^^^^^^^^
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This interface is used to start a devenv instance by
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id or an instance of class.
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:class:`~otcextensions.sdk.modelartsv1.v1.devenv.Devenv`.
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.. literalinclude:: ../examples/modelartsv1/start_devenv_instance.py
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:lines: 15-22
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Stop Devenv Instance
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^^^^^^^^^^^^^^^^^^^^
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This interface is used to stop a devenv instance by
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id or an instance of class.
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:class:`~otcextensions.sdk.modelartsv1.v1.devenv.Devenv`.
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.. literalinclude:: ../examples/modelartsv1/stop_devenv_instance.py
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:lines: 15-22
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Delete Devenv Instance
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^^^^^^^^^^^^^^^^^^^^^^
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This interface is used to delete a devenv instance by ID
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or an instance of class.
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:class:`~otcextensions.sdk.modelartsv1.v1.devenv.Devenv`.
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.. literalinclude:: ../examples/modelartsv1/delete_devenv_instance.py
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:lines: 15-21
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ModelArts Service
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-----------------
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List Services
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^^^^^^^^^^^^^
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This interface is used to query modelarts services list.
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:class:`~otcextensions.sdk.modelartsv1.v1.service.Service`.
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.. literalinclude:: ../examples/modelartsv1/list_services.py
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:lines: 15-21
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Create Service
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^^^^^^^^^^^^^^
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This interface is used to create a modelarts service with
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parameters.
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:class:`~otcextensions.sdk.modelartsv1.v1.service.Service`.
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.. literalinclude:: ../examples/modelartsv1/create_service.py
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:lines: 15-45
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Get Service
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^^^^^^^^^^^
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This interface is used to get a service by ID or an instance of class.
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:class:`~otcextensions.sdk.modelartsv1.v1.service.Service`.
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.. literalinclude:: ../examples/modelartsv1/get_service.py
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:lines: 15-22
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Find Service
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^^^^^^^^^^^^
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This interface is used to find a service by Id or name.
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:class:`~otcextensions.sdk.modelartsv1.v1.service.Service`.
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.. literalinclude:: ../examples/modelartsv1/find_service.py
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:lines: 15-22
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Start Service
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^^^^^^^^^^^^^
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This interface is used to start a Service by Id or an instance of class.
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:class:`~otcextensions.sdk.modelartsv1.v1.service.Service`.
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.. literalinclude:: ../examples/modelartsv1/start_service.py
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:lines: 15-24
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Stop Service
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^^^^^^^^^^^^
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This interface is used to stop a service by Id or an instance of class.
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:class:`~otcextensions.sdk.modelartsv1.v1.service.Service`.
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.. literalinclude:: ../examples/modelartsv1/stop_service.py
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:lines: 15-24
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Delete Service
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^^^^^^^^^^^^^^
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This interface is used to delete a service by Id or an instance of class.
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:class:`~otcextensions.sdk.modelartsv1.v1.service.Service`.
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.. literalinclude:: ../examples/modelartsv1/delete_service.py
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:lines: 15-23
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ModelArts Model
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-----------------
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List Models
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^^^^^^^^^^^
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This interface is used to query models list.
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:class:`~otcextensions.sdk.modelartsv1.v1.model.Model`.
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.. literalinclude:: ../examples/modelartsv1/list_models.py
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:lines: 15-21
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Create Model
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^^^^^^^^^^^^
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This interface is used to create a model with parameters.
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:class:`~otcextensions.sdk.modelartsv1.v1.model.Model`.
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.. literalinclude:: ../examples/modelartsv1/create_model.py
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:lines: 15-85
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Get Model
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^^^^^^^^^
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This interface is used to get a model by ID or an instance of class.
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:class:`~otcextensions.sdk.modelartsv1.v1.model.Model`.
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.. literalinclude:: ../examples/modelartsv1/get_model.py
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:lines: 15-22
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Find Model
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^^^^^^^^^^
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This interface is used to find a model by Id or name.
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:class:`~otcextensions.sdk.modelartsv1.v1.model.Model`.
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.. literalinclude:: ../examples/modelartsv1/find_model.py
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:lines: 15-22
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Delete Model
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^^^^^^^^^^^^
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This interface is used to delete a model by Id or an instance of class.
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:class:`~otcextensions.sdk.modelartsv1.v1.model.Model`.
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.. literalinclude:: ../examples/modelartsv1/delete_model.py
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:lines: 15-23
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ModelArts Training Job
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----------------------
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List Training Jobs
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^^^^^^^^^^^^^^^^^^
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This interface is used to query training jobs list.
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:class:`~otcextensions.sdk.modelartsv1.v1.training_job.TrainingJob`.
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.. literalinclude:: ../examples/modelartsv1/list_training_jobs.py
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:lines: 15-21
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Create Training Job
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This interface is used to create a training job with parameters.
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:class:`~otcextensions.sdk.modelartsv1.v1.training_job.TrainingJob`.
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.. literalinclude:: ../examples/modelartsv1/create_training_job.py
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:lines: 15-48
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Delete Training Job
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This interface is used to delete a training job by Id or an instance of class.
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:class:`~otcextensions.sdk.modelartsv1.v1.training_job.TrainingJob`.
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.. literalinclude:: ../examples/modelartsv1/delete_training_job.py
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:lines: 15-22

‎doc/source/sdk/proxies/index.rst‎

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Key Management Service (KMS) <kms>
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Log Tank Service (LTS) <lts>
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MapReduce Service (MRS) <mrs>
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Modelarts Service (ModelArts) <modelarts>
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Network Address Translation (NAT) <nat>
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Object Block Storage (OBS) <obs>
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Relational Database Service RDS V1 (RDSv1) <rds_v1>

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