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docs/source/user_guide/cli/opctl/_template/jobs.rst

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++++++++++++++++
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Working with CLI
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++++++++++++++++++++
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Working with the CLI
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++++++++++++++++++++
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Prerequisite
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------------

docs/source/user_guide/jobs/infrastructure.rst

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.with_shape_name("VM.Standard.E3.Flex")
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# Shape config details are applicable only for the flexible shapes.
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.with_shape_config_details(memory_in_gbs=16, ocpus=1)
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# Minimum block storage size is 50
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# Minimum block storage size is 50 (GB)
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.with_block_storage_size(50)
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.with_log_group_id("<log_group_ocid>")
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.with_log_id("<log_ocid>")
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* You can get a list of currently supported compute shapes by calling
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:py:meth:`~ads.jobs.DataScienceJob.instance_shapes`.
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* can get a list of shapes are available for fast launch by calling
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* can get a list of shapes that are available for fast launch by calling
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:py:meth:`~ads.jobs.DataScienceJob.fast_launch_shapes`.
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Specifying a fast launch shape will allow your job to start as fast as possible.
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=======
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Logging is not required to create the job.
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However, it is highly recommended to enable logging for debugging and monitoring purpose.
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However, it is highly recommended to enable logging for debugging and monitoring.
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In the preceding example, both the log OCID and corresponding log group OCID are specified
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with the :py:class:`~ads.jobs.DataScienceJob` instance.

docs/source/user_guide/jobs/policies.rst

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I AM Policies
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*************
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IAM Policies
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************
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Oracle Cloud Infrastructure Identity and Access Management (IAM)
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lets you specify policies to control the access to your cloud resources.

docs/source/user_guide/jobs/tabs/name_substitution.rst

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)
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.with_runtime(
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PythonRuntime()
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.with_service_conda("pytorch19_p37_cpu_v1")
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.with_service_conda("pytorch110_p38_gpu_v1")
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.with_environment_variable(DATASET_NAME="MyData")
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.with_source("local/path/to/training_script.py")
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.with_output("output", "oci://bucket_name@namespace/prefix/${JOB_RUN_OCID}")

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