DATA-SCIENCE(1)

NAME
data-science -

DESCRIPTION

Use the Data Science CLI to organize your data science work, access data and computing resources, and build, train, deploy, and manage models on Oracle Cloud.

AVAILABLE COMMANDS

•   model

•   activate

•   change-compartment

•   create

•   create-model-artifact

•   create-model-provenance

•   deactivate

•   delete

•   get

•   get-artifact-content

•   get-model-provenance

•   head-model-artifact

•   list

•   update

•   update-model-provenance

•   model-deployment

•   activate

•   change-compartment

•   create

•   deactivate

•   delete

•   get

•   list

•   update

•   model-deployment-shape

•   list

•   notebook-session

•   activate

•   change-compartment

•   create

•   deactivate

•   delete

•   get

•   list

•   update

•   notebook-session-shape

•   list

•   project

•   change-compartment

•   create

•   delete

•   get

•   list

•   update

•   work-request

•   cancel

•   get

•   list

•   list-work-request-errors

•   list-work-request-logs

  model

  Description

Models are mathematical representations of the relationships between data. Models are represented by their associated metadata and artifacts.

  Available Commands

•   activate

•   change-compartment

•   create

•   create-model-artifact

•   create-model-provenance

•   deactivate

•   delete

•   get

•   get-artifact-content

•   get-model-provenance

•   head-model-artifact

•   list

•   update

•   update-model-provenance

  activate

•   Description

•   Usage

•   Required Parameters

•   Optional Parameters

•   Global Parameters

•   Examples

  Description

Activates the model.

  Usage

oci data-science model activate [OPTIONS]

  Required Parameters

--model-id [text]

    The OCID <https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm> of the model.

  Optional Parameters

--from-json [text]

    Provide input to this command as a JSON document from a file using the file://path-to/file syntax.

    The --generate-full-command-json-input option can be used to generate a sample json file to be used with this command option. The key names are pre-populated and match the command option names (converted to camelCase format, e.g. compartment-id –> compartmentId), while the values of the keys need to be populated by the user before using the sample file as an input to this command. For any command option that accepts multiple values, the value of the key can be a JSON array.

    Options can still be provided on the command line. If an option exists in both the JSON document and the command line then the command line specified value will be used.

    For examples on usage of this option, please see our “using CLI with advanced JSON options” link: https://docs.cloud.oracle.com/iaas/Content/API/SDKDocs/cliusing.htm#AdvancedJSONOptions

--if-match [text]

    For optimistic concurrency control. In the PUT or DELETE call for a resource, set the if-match parameter to the value of the etag from a previous GET or POST response for that resource. The resource is updated or deleted only if the etag you provide matches the resource’s current etag value.

--max-wait-seconds [integer]

    The maximum time to wait for the resource to reach the lifecycle state defined by --wait-for-state. Defaults to 1200 seconds.

--wait-for-state [text]

    This operation creates, modifies or deletes a resource that has a defined lifecycle state. Specify this option to perform the action and then wait until the resource reaches a given lifecycle state. Multiple states can be specified, returning on the first state. For example, --wait-for-state SUCCEEDED --wait-for-state FAILED would return on whichever lifecycle state is reached first. If timeout is reached, a return code of 2 is returned. For any other error, a return code of 1 is returned.

    Accepted values are:

    ACTIVE, DELETED, FAILED, INACTIVE

--wait-interval-seconds [integer]

    Check every --wait-interval-seconds to see whether the resource to see if it has reached the lifecycle state defined by --wait-for-state. Defaults to 30 seconds.

  Global Parameters

Use oci --help for help on global parameters.

--auth-purpose, --auth, --cert-bundle, --cli-rc-file, --config-file, --debug, --defaults-file, --endpoint, --generate-full-command-json-input, --generate-param-json-input, --help, --latest-version, --max-retries, --no-retry, --opc-client-request-id, --opc-request-id, --output, --profile, --query, --raw-output, --region, --release-info, --request-id, --version, -?, -d, -h, -v

  Examples

Copy the following CLI commands into a file named example.sh. Run the command by typing “bash example.sh” and replacing the example parameters with your own.

Please note this sample will only work in the POSIX-compliant bash-like shell. You need to set up the OCI configuration <https://docs.oracle.com/en-us/iaas/Content/API/SDKDocs/cliinstall.htm#configfile> and appropriate security policies <https://docs.oracle.com/en-us/iaas/Content/Identity/Concepts/policygetstarted.htm> before trying the examples.

    export compartment_id=<substitute-value-of-compartment_id> # https://docs.cloud.oracle.com/en-us/iaas/tools/oci-cli/latest/oci_cli_docs/cmdref/data-science/project/create.html#cmdoption-compartment-id
    project_id=$(oci data-science project create --compartment-id $compartment_id --query data.id --raw-output)
    model_id=$(oci data-science model create --compartment-id $compartment_id --project-id $project_id --query data.id --raw-output)
    oci data-science model activate --model-id $model_id

  change-compartment

•   Description

•   Usage

•   Required Parameters

•   Optional Parameters

•   Global Parameters

•   Examples

  Description

Moves a model resource into a different compartment.

  Usage

oci data-science model change-compartment [OPTIONS]

  Required Parameters

--compartment-id, -c [text]

    The OCID <https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm> of the compartment where the resource should be moved.

--model-id [text]

    The OCID <https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm> of the model.

  Optional Parameters

--from-json [text]

    Provide input to this command as a JSON document from a file using the file://path-to/file syntax.

    The --generate-full-command-json-input option can be used to generate a sample json file to be used with this command option. The key names are pre-populated and match the command option names (converted to camelCase format, e.g. compartment-id –> compartmentId), while the values of the keys need to be populated by the user before using the sample file as an input to this command. For any command option that accepts multiple values, the value of the key can be a JSON array.

    Options can still be provided on the command line. If an option exists in both the JSON document and the command line then the command line specified value will be used.

    For examples on usage of this option, please see our “using CLI with advanced JSON options” link: https://docs.cloud.oracle.com/iaas/Content/API/SDKDocs/cliusing.htm#AdvancedJSONOptions

--if-match [text]

    For optimistic concurrency control. In the PUT or DELETE call for a resource, set the if-match parameter to the value of the etag from a previous GET or POST response for that resource. The resource is updated or deleted only if the etag you provide matches the resource’s current etag value.

  Global Parameters

Use oci --help for help on global parameters.

--auth-purpose, --auth, --cert-bundle, --cli-rc-file, --config-file, --debug, --defaults-file, --endpoint, --generate-full-command-json-input, --generate-param-json-input, --help, --latest-version, --max-retries, --no-retry, --opc-client-request-id, --opc-request-id, --output, --profile, --query, --raw-output, --region, --release-info, --request-id, --version, -?, -d, -h, -v

  Examples

Copy the following CLI commands into a file named example.sh. Run the command by typing “bash example.sh” and replacing the example parameters with your own.

Please note this sample will only work in the POSIX-compliant bash-like shell. You need to set up the OCI configuration <https://docs.oracle.com/en-us/iaas/Content/API/SDKDocs/cliinstall.htm#configfile> and appropriate security policies <https://docs.oracle.com/en-us/iaas/Content/Identity/Concepts/policygetstarted.htm> before trying the examples.

    export compartment_id=<substitute-value-of-compartment_id> # https://docs.cloud.oracle.com/en-us/iaas/tools/oci-cli/latest/oci_cli_docs/cmdref/data-science/project/create.html#cmdoption-compartment-id
    project_id=$(oci data-science project create --compartment-id $compartment_id --query data.id --raw-output)
    model_id=$(oci data-science model create --compartment-id $compartment_id --project-id $project_id --query data.id --raw-output)
    oci data-science model change-compartment --compartment-id $compartment_id --model-id $model_id

  create

•   Description

•   Usage

•   Required Parameters

•   Optional Parameters

•   Global Parameters

•   Examples

  Description

Creates a new model.

  Usage

oci data-science model create [OPTIONS]

  Required Parameters

--compartment-id, -c [text]

    The OCID <https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm> of the compartment to create the model in.

--project-id [text]

    The OCID <https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm> of the project to associate with the model.

  Optional Parameters

--custom-metadata-list [complex type]

    An array of custom metadata details for the model.

    This option is a JSON list with items of type Metadata. For documentation on Metadata please see our API reference: https://docs.cloud.oracle.com/api/#/en/datascience/20190101/datatypes/Metadata. This is a complex type whose value must be valid JSON. The value can be provided as a string on the command line or passed in as a file using the file://path/to/file syntax.

    The --generate-param-json-input option can be used to generate an example of the JSON which must be provided. We recommend storing this example in a file, modifying it as needed and then passing it back in via the file:// syntax.

--defined-metadata-list [complex type]

    An array of defined metadata details for the model.

    This option is a JSON list with items of type Metadata. For documentation on Metadata please see our API reference: https://docs.cloud.oracle.com/api/#/en/datascience/20190101/datatypes/Metadata. This is a complex type whose value must be valid JSON. The value can be provided as a string on the command line or passed in as a file using the file://path/to/file syntax.

    The --generate-param-json-input option can be used to generate an example of the JSON which must be provided. We recommend storing this example in a file, modifying it as needed and then passing it back in via the file:// syntax.

--defined-tags [complex type]

    Defined tags for this resource. Each key is predefined and scoped to a namespace. See Resource Tags <https://docs.cloud.oracle.com/Content/General/Concepts/resourcetags.htm>. Example: {“Operations”: {“CostCenter”: “42”}} This is a complex type whose value must be valid JSON. The value can be provided as a string on the command line or passed in as a file using the file://path/to/file syntax.

    The --generate-param-json-input option can be used to generate an example of the JSON which must be provided. We recommend storing this example in a file, modifying it as needed and then passing it back in via the file:// syntax.

--description [text]

    A short description of the model.

--display-name [text]

    A user-friendly display name for the resource. It does not have to be unique and can be modified. Avoid entering confidential information. Example: My Model

--freeform-tags [complex type]

    Free-form tags for this resource. Each tag is a simple key-value pair with no predefined name, type, or namespace. See Resource Tags <https://docs.cloud.oracle.com/Content/General/Concepts/resourcetags.htm>. Example: {“Department”: “Finance”} This is a complex type whose value must be valid JSON. The value can be provided as a string on the command line or passed in as a file using the file://path/to/file syntax.

    The --generate-param-json-input option can be used to generate an example of the JSON which must be provided. We recommend storing this example in a file, modifying it as needed and then passing it back in via the file:// syntax.

--from-json [text]

    Provide input to this command as a JSON document from a file using the file://path-to/file syntax.

    The --generate-full-command-json-input option can be used to generate a sample json file to be used with this command option. The key names are pre-populated and match the command option names (converted to camelCase format, e.g. compartment-id –> compartmentId), while the values of the keys need to be populated by the user before using the sample file as an input to this command. For any command option that accepts multiple values, the value of the key can be a JSON array.

    Options can still be provided on the command line. If an option exists in both the JSON document and the command line then the command line specified value will be used.

    For examples on usage of this option, please see our “using CLI with advanced JSON options” link: https://docs.cloud.oracle.com/iaas/Content/API/SDKDocs/cliusing.htm#AdvancedJSONOptions

--input-schema [text]

    Input schema file content in String format

--max-wait-seconds [integer]

    The maximum time to wait for the resource to reach the lifecycle state defined by --wait-for-state. Defaults to 1200 seconds.

--output-schema [text]

    Output schema file content in String format

--wait-for-state [text]

    This operation creates, modifies or deletes a resource that has a defined lifecycle state. Specify this option to perform the action and then wait until the resource reaches a given lifecycle state. Multiple states can be specified, returning on the first state. For example, --wait-for-state SUCCEEDED --wait-for-state FAILED would return on whichever lifecycle state is reached first. If timeout is reached, a return code of 2 is returned. For any other error, a return code of 1 is returned.

    Accepted values are:

    ACTIVE, DELETED, FAILED, INACTIVE

--wait-interval-seconds [integer]

    Check every --wait-interval-seconds to see whether the resource to see if it has reached the lifecycle state defined by --wait-for-state. Defaults to 30 seconds.

  Global Parameters

Use oci --help for help on global parameters.

--auth-purpose, --auth, --cert-bundle, --cli-rc-file, --config-file, --debug, --defaults-file, --endpoint, --generate-full-command-json-input, --generate-param-json-input, --help, --latest-version, --max-retries, --no-retry, --opc-client-request-id, --opc-request-id, --output, --profile, --query, --raw-output, --region, --release-info, --request-id, --version, -?, -d, -h, -v

  Examples

Copy the following CLI commands into a file named example.sh. Run the command by typing “bash example.sh” and replacing the example parameters with your own.

Please note this sample will only work in the POSIX-compliant bash-like shell. You need to set up the OCI configuration <https://docs.oracle.com/en-us/iaas/Content/API/SDKDocs/cliinstall.htm#configfile> and appropriate security policies <https://docs.oracle.com/en-us/iaas/Content/Identity/Concepts/policygetstarted.htm> before trying the examples.

    export compartment_id=<substitute-value-of-compartment_id> # https://docs.cloud.oracle.com/en-us/iaas/tools/oci-cli/latest/oci_cli_docs/cmdref/data-science/project/create.html#cmdoption-compartment-id
    project_id=$(oci data-science project create --compartment-id $compartment_id --query data.id --raw-output)
    oci data-science model create --compartment-id $compartment_id --project-id $project_id

  create-model-artifact

•   Description

•   Usage

•   Required Parameters

•   Optional Parameters

•   Global Parameters

•   Examples

  Description

Creates model artifact for specified model.

  Usage

oci data-science model create-model-artifact [OPTIONS]

  Required Parameters

--model-artifact-file [text]

    The model artifact to upload.

--model-id [text]

    The OCID <https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm> of the model.

  Optional Parameters

--content-disposition [text]

    This header allows you to specify a filename during upload. This file name is used to dispose of the file contents while downloading the file. If this optional field is not populated in the request, then the OCID of the model is used for the file name when downloading. Example: {“Content-Disposition”: “attachment” “filename”=”model.tar.gz” “Content-Length”: “2347” “Content-Type”: “application/gzip”}

--content-length [integer]

    The content length of the body.

--from-json [text]

    Provide input to this command as a JSON document from a file using the file://path-to/file syntax.

    The --generate-full-command-json-input option can be used to generate a sample json file to be used with this command option. The key names are pre-populated and match the command option names (converted to camelCase format, e.g. compartment-id –> compartmentId), while the values of the keys need to be populated by the user before using the sample file as an input to this command. For any command option that accepts multiple values, the value of the key can be a JSON array.

    Options can still be provided on the command line. If an option exists in both the JSON document and the command line then the command line specified value will be used.

    For examples on usage of this option, please see our “using CLI with advanced JSON options” link: https://docs.cloud.oracle.com/iaas/Content/API/SDKDocs/cliusing.htm#AdvancedJSONOptions

  Global Parameters

Use oci --help for help on global parameters.

--auth-purpose, --auth, --cert-bundle, --cli-rc-file, --config-file, --debug, --defaults-file, --endpoint, --generate-full-command-json-input, --generate-param-json-input, --help, --latest-version, --max-retries, --no-retry, --opc-client-request-id, --opc-request-id, --output, --profile, --query, --raw-output, --region, --release-info, --request-id, --version, -?, -d, -h, -v

  Examples

Copy the following CLI commands into a file named example.sh. Run the command by typing “bash example.sh” and replacing the example parameters with your own.

Please note this sample will only work in the POSIX-compliant bash-like shell. You need to set up the OCI configuration <https://docs.oracle.com/en-us/iaas/Content/API/SDKDocs/cliinstall.htm#configfile> and appropriate security policies <https://docs.oracle.com/en-us/iaas/Content/Identity/Concepts/policygetstarted.htm> before trying the examples.

    export compartment_id=<substitute-value-of-compartment_id> # https://docs.cloud.oracle.com/en-us/iaas/tools/oci-cli/latest/oci_cli_docs/cmdref/data-science/project/create.html#cmdoption-compartment-id
    export model_artifact_file=<substitute-value-of-model_artifact_file> # https://docs.cloud.oracle.com/en-us/iaas/tools/oci-cli/latest/oci_cli_docs/cmdref/data-science/model/create-model-artifact.html#cmdoption-model-artifact-file
    project_id=$(oci data-science project create --compartment-id $compartment_id --query data.id --raw-output)
    model_id=$(oci data-science model create --compartment-id $compartment_id --project-id $project_id --query data.id --raw-output)
    oci data-science model create-model-artifact --model-artifact-file $model_artifact_file --model-id $model_id

  create-model-provenance

•   Description

•   Usage

•   Required Parameters

•   Optional Parameters

•   Global Parameters

•   Examples

  Description

Creates provenance information for the specified model.

  Usage

oci data-science model create-model-provenance [OPTIONS]

  Required Parameters

--model-id [text]

    The OCID <https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm> of the model.

  Optional Parameters

--from-json [text]

    Provide input to this command as a JSON document from a file using the file://path-to/file syntax.

    The --generate-full-command-json-input option can be used to generate a sample json file to be used with this command option. The key names are pre-populated and match the command option names (converted to camelCase format, e.g. compartment-id –> compartmentId), while the values of the keys need to be populated by the user before using the sample file as an input to this command. For any command option that accepts multiple values, the value of the key can be a JSON array.

    Options can still be provided on the command line. If an option exists in both the JSON document and the command line then the command line specified value will be used.

    For examples on usage of this option, please see our “using CLI with advanced JSON options” link: https://docs.cloud.oracle.com/iaas/Content/API/SDKDocs/cliusing.htm#AdvancedJSONOptions

--git-branch [text]

    For model reproducibility purposes. Branch of the git repository associated with model training.

--git-commit [text]

    For model reproducibility purposes. Commit ID of the git repository associated with model training.

--repository-url [text]

    For model reproducibility purposes. URL of the git repository associated with model training.

--script-dir [text]

    For model reproducibility purposes. Path to model artifacts.

--training-id [text]

    The OCID <https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm> of a training session(Job or NotebookSession) in which the model was trained. It is used for model reproducibility purposes.

--training-script [text]

    For model reproducibility purposes. Path to the python script or notebook in which the model was trained.”

  Global Parameters

Use oci --help for help on global parameters.

--auth-purpose, --auth, --cert-bundle, --cli-rc-file, --config-file, --debug, --defaults-file, --endpoint, --generate-full-command-json-input, --generate-param-json-input, --help, --latest-version, --max-retries, --no-retry, --opc-client-request-id, --opc-request-id, --output, --profile, --query, --raw-output, --region, --release-info, --request-id, --version, -?, -d, -h, -v

  Examples

Copy the following CLI commands into a file named example.sh. Run the command by typing “bash example.sh” and replacing the example parameters with your own.

Please note this sample will only work in the POSIX-compliant bash-like shell. You need to set up the OCI configuration <https://docs.oracle.com/en-us/iaas/Content/API/SDKDocs/cliinstall.htm#configfile> and appropriate security policies <https://docs.oracle.com/en-us/iaas/Content/Identity/Concepts/policygetstarted.htm> before trying the examples.

    export compartment_id=<substitute-value-of-compartment_id> # https://docs.cloud.oracle.com/en-us/iaas/tools/oci-cli/latest/oci_cli_docs/cmdref/data-science/project/create.html#cmdoption-compartment-id
    project_id=$(oci data-science project create --compartment-id $compartment_id --query data.id --raw-output)
    model_id=$(oci data-science model create --compartment-id $compartment_id --project-id $project_id --query data.id --raw-output)
    oci data-science model create-model-provenance --model-id $model_id

  deactivate

•   Description

•   Usage

•   Required Parameters

•   Optional Parameters

•   Global Parameters

•   Examples

  Description

Deactivates the model.

  Usage

oci data-science model deactivate [OPTIONS]

  Required Parameters

--model-id [text]

    The OCID <https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm> of the model.

  Optional Parameters

--from-json [text]

    Provide input to this command as a JSON document from a file using the file://path-to/file syntax.

    The --generate-full-command-json-input option can be used to generate a sample json file to be used with this command option. The key names are pre-populated and match the command option names (converted to camelCase format, e.g. compartment-id –> compartmentId), while the values of the keys need to be populated by the user before using the sample file as an input to this command. For any command option that accepts multiple values, the value of the key can be a JSON array.

    Options can still be provided on the command line. If an option exists in both the JSON document and the command line then the command line specified value will be used.

    For examples on usage of this option, please see our “using CLI with advanced JSON options” link: https://docs.cloud.oracle.com/iaas/Content/API/SDKDocs/cliusing.htm#AdvancedJSONOptions

--if-match [text]

    For optimistic concurrency control. In the PUT or DELETE call for a resource, set the if-match parameter to the value of the etag from a previous GET or POST response for that resource. The resource is updated or deleted only if the etag you provide matches the resource’s current etag value.

--max-wait-seconds [integer]

    The maximum time to wait for the resource to reach the lifecycle state defined by --wait-for-state. Defaults to 1200 seconds.

--wait-for-state [text]

    This operation creates, modifies or deletes a resource that has a defined lifecycle state. Specify this option to perform the action and then wait until the resource reaches a given lifecycle state. Multiple states can be specified, returning on the first state. For example, --wait-for-state SUCCEEDED --wait-for-state FAILED would return on whichever lifecycle state is reached first. If timeout is reached, a return code of 2 is returned. For any other error, a return code of 1 is returned.

    Accepted values are:

    ACTIVE, DELETED, FAILED, INACTIVE

--wait-interval-seconds [integer]

    Check every --wait-interval-seconds to see whether the resource to see if it has reached the lifecycle state defined by --wait-for-state. Defaults to 30 seconds.

  Global Parameters

Use oci --help for help on global parameters.

--auth-purpose, --auth, --cert-bundle, --cli-rc-file, --config-file, --debug, --defaults-file, --endpoint, --generate-full-command-json-input, --generate-param-json-input, --help, --latest-version, --max-retries, --no-retry, --opc-client-request-id, --opc-request-id, --output, --profile, --query, --raw-output, --region, --release-info, --request-id, --version, -?, -d, -h, -v

  Examples

Copy the following CLI commands into a file named example.sh. Run the command by typing “bash example.sh” and replacing the example parameters with your own.

Please note this sample will only work in the POSIX-compliant bash-like shell. You need to set up the OCI configuration <https://docs.oracle.com/en-us/iaas/Content/API/SDKDocs/cliinstall.htm#configfile> and appropriate security policies <https://docs.oracle.com/en-us/iaas/Content/Identity/Concepts/policygetstarted.htm> before trying the examples.

    export compartment_id=<substitute-value-of-compartment_id> # https://docs.cloud.oracle.com/en-us/iaas/tools/oci-cli/latest/oci_cli_docs/cmdref/data-science/project/create.html#cmdoption-compartment-id
    project_id=$(oci data-science project create --compartment-id $compartment_id --query data.id --raw-output)
    model_id=$(oci data-science model create --compartment-id $compartment_id --project-id $project_id --query data.id --raw-output)
    oci data-science model deactivate --model-id $model_id

  delete

•   Description

•   Usage

•   Required Parameters

•   Optional Parameters

•   Global Parameters

•   Examples

  Description

Deletes the specified model.

  Usage

oci data-science model delete [OPTIONS]

  Required Parameters

--model-id [text]

    The OCID <https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm> of the model.

  Optional Parameters

--force

    Perform deletion without prompting for confirmation.

--from-json [text]

    Provide input to this command as a JSON document from a file using the file://path-to/file syntax.

    The --generate-full-command-json-input option can be used to generate a sample json file to be used with this command option. The key names are pre-populated and match the command option names (converted to camelCase format, e.g. compartment-id –> compartmentId), while the values of the keys need to be populated by the user before using the sample file as an input to this command. For any command option that accepts multiple values, the value of the key can be a JSON array.

    Options can still be provided on the command line. If an option exists in both the JSON document and the command line then the command line specified value will be used.

    For examples on usage of this option, please see our “using CLI with advanced JSON options” link: https://docs.cloud.oracle.com/iaas/Content/API/SDKDocs/cliusing.htm#AdvancedJSONOptions

--if-match [text]

    For optimistic concurrency control. In the PUT or DELETE call for a resource, set the if-match parameter to the value of the etag from a previous GET or POST response for that resource. The resource is updated or deleted only if the etag you provide matches the resource’s current etag value.

--max-wait-seconds [integer]

    The maximum time to wait for the resource to reach the lifecycle state defined by --wait-for-state. Defaults to 1200 seconds.

--wait-for-state [text]

    This operation creates, modifies or deletes a resource that has a defined lifecycle state. Specify this option to perform the action and then wait until the resource reaches a given lifecycle state. Multiple states can be specified, returning on the first state. For example, --wait-for-state SUCCEEDED --wait-for-state FAILED would return on whichever lifecycle state is reached first. If timeout is reached, a return code of 2 is returned. For any other error, a return code of 1 is returned.

    Accepted values are:

    ACTIVE, DELETED, FAILED, INACTIVE

--wait-interval-seconds [integer]

    Check every --wait-interval-seconds to see whether the resource to see if it has reached the lifecycle state defined by --wait-for-state. Defaults to 30 seconds.

  Global Parameters

Use oci --help for help on global parameters.

--auth-purpose, --auth, --cert-bundle, --cli-rc-file, --config-file, --debug, --defaults-file, --endpoint, --generate-full-command-json-input, --generate-param-json-input, --help, --latest-version, --max-retries, --no-retry, --opc-client-request-id, --opc-request-id, --output, --profile, --query, --raw-output, --region, --release-info, --request-id, --version, -?, -d, -h, -v

  Examples

Copy the following CLI commands into a file named example.sh. Run the command by typing “bash example.sh” and replacing the example parameters with your own.

Please note this sample will only work in the POSIX-compliant bash-like shell. You need to set up the OCI configuration <https://docs.oracle.com/en-us/iaas/Content/API/SDKDocs/cliinstall.htm#configfile> and appropriate security policies <https://docs.oracle.com/en-us/iaas/Content/Identity/Concepts/policygetstarted.htm> before trying the examples.

    export compartment_id=<substitute-value-of-compartment_id> # https://docs.cloud.oracle.com/en-us/iaas/tools/oci-cli/latest/oci_cli_docs/cmdref/data-science/project/create.html#cmdoption-compartment-id
    project_id=$(oci data-science project create --compartment-id $compartment_id --query data.id --raw-output)
    model_id=$(oci data-science model create --compartment-id $compartment_id --project-id $project_id --query data.id --raw-output)
    oci data-science model delete --model-id $model_id

  get

•   Description

•   Usage

•   Required Parameters

•   Optional Parameters

•   Global Parameters

•   Examples

  Description

Gets the specified model’s information.

  Usage

oci data-science model get [OPTIONS]

  Required Parameters

--model-id [text]

    The OCID <https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm> of the model.

  Optional Parameters

--from-json [text]

    Provide input to this command as a JSON document from a file using the file://path-to/file syntax.

    The --generate-full-command-json-input option can be used to generate a sample json file to be used with this command option. The key names are pre-populated and match the command option names (converted to camelCase format, e.g. compartment-id –> compartmentId), while the values of the keys need to be populated by the user before using the sample file as an input to this command. For any command option that accepts multiple values, the value of the key can be a JSON array.

    Options can still be provided on the command line. If an option exists in both the JSON document and the command line then the command line specified value will be used.

    For examples on usage of this option, please see our “using CLI with advanced JSON options” link: https://docs.cloud.oracle.com/iaas/Content/API/SDKDocs/cliusing.htm#AdvancedJSONOptions

  Global Parameters

Use oci --help for help on global parameters.

--auth-purpose, --auth, --cert-bundle, --cli-rc-file, --config-file, --debug, --defaults-file, --endpoint, --generate-full-command-json-input, --generate-param-json-input, --help, --latest-version, --max-retries, --no-retry, --opc-client-request-id, --opc-request-id, --output, --profile, --query, --raw-output, --region, --release-info, --request-id, --version, -?, -d, -h, -v

  Examples

Copy the following CLI commands into a file named example.sh. Run the command by typing “bash example.sh” and replacing the example parameters with your own.

Please note this sample will only work in the POSIX-compliant bash-like shell. You need to set up the OCI configuration <https://docs.oracle.com/en-us/iaas/Content/API/SDKDocs/cliinstall.htm#configfile> and appropriate security policies <https://docs.oracle.com/en-us/iaas/Content/Identity/Concepts/policygetstarted.htm> before trying the examples.

    export compartment_id=<substitute-value-of-compartment_id> # https://docs.cloud.oracle.com/en-us/iaas/tools/oci-cli/latest/oci_cli_docs/cmdref/data-science/project/create.html#cmdoption-compartment-id
    project_id=$(oci data-science project create --compartment-id $compartment_id --query data.id --raw-output)
    model_id=$(oci data-science model create --compartment-id $compartment_id --project-id $project_id --query data.id --raw-output)
    oci data-science model get --model-id $model_id

  get-artifact-content

•   Description

•   Usage

•   Required Parameters

•   Optional Parameters

•   Global Parameters

•   Examples

  Description

Downloads model artifact content for specified model.

  Usage

oci data-science model get-artifact-content [OPTIONS]

  Required Parameters

--file [filename]

    The name of the file that will receive the response data, or ‘-‘ to write to STDOUT.

--model-id [text]

    The OCID <https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm> of the model.

  Optional Parameters

--from-json [text]

    Provide input to this command as a JSON document from a file using the file://path-to/file syntax.

    The --generate-full-command-json-input option can be used to generate a sample json file to be used with this command option. The key names are pre-populated and match the command option names (converted to camelCase format, e.g. compartment-id –> compartmentId), while the values of the keys need to be populated by the user before using the sample file as an input to this command. For any command option that accepts multiple values, the value of the key can be a JSON array.

    Options can still be provided on the command line. If an option exists in both the JSON document and the command line then the command line specified value will be used.

    For examples on usage of this option, please see our “using CLI with advanced JSON options” link: https://docs.cloud.oracle.com/iaas/Content/API/SDKDocs/cliusing.htm#AdvancedJSONOptions

--range [text]

    Optional byte range to fetch, as described in RFC 7233 <https://tools.ietf.org/html/rfc7232#section-2.1>, section 2.1. Note that only a single range of bytes is supported.

  Global Parameters

Use oci --help for help on global parameters.

--auth-purpose, --auth, --cert-bundle, --cli-rc-file, --config-file, --debug, --defaults-file, --endpoint, --generate-full-command-json-input, --generate-param-json-input, --help, --latest-version, --max-retries, --no-retry, --opc-client-request-id, --opc-request-id, --output, --profile, --query, --raw-output, --region, --release-info, --request-id, --version, -?, -d, -h, -v

  Examples

Copy the following CLI commands into a file named example.sh. Run the command by typing “bash example.sh” and replacing the example parameters with your own.

Please note this sample will only work in the POSIX-compliant bash-like shell. You need to set up the OCI configuration <https://docs.oracle.com/en-us/iaas/Content/API/SDKDocs/cliinstall.htm#configfile> and appropriate security policies <https://docs.oracle.com/en-us/iaas/Content/Identity/Concepts/policygetstarted.htm> before trying the examples.

    export compartment_id=<substitute-value-of-compartment_id> # https://docs.cloud.oracle.com/en-us/iaas/tools/oci-cli/latest/oci_cli_docs/cmdref/data-science/project/create.html#cmdoption-compartment-id
    export file=<substitute-value-of-file> # https://docs.cloud.oracle.com/en-us/iaas/tools/oci-cli/latest/oci_cli_docs/cmdref/data-science/model/get-artifact-content.html#cmdoption-file
    project_id=$(oci data-science project create --compartment-id $compartment_id --query data.id --raw-output)
    model_id=$(oci data-science model create --compartment-id $compartment_id --project-id $project_id --query data.id --raw-output)
    oci data-science model get-artifact-content --file $file --model-id $model_id

  get-model-provenance

•   Description

•   Usage

•   Required Parameters

•   Optional Parameters

•   Global Parameters

•   Examples

  Description

Gets provenance information for specified model.

  Usage

oci data-science model get-model-provenance [OPTIONS]

  Required Parameters

--model-id [text]

    The OCID <https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm> of the model.

  Optional Parameters

--from-json [text]

    Provide input to this command as a JSON document from a file using the file://path-to/file syntax.

    The --generate-full-command-json-input option can be used to generate a sample json file to be used with this command option. The key names are pre-populated and match the command option names (converted to camelCase format, e.g. compartment-id –> compartmentId), while the values of the keys need to be populated by the user before using the sample file as an input to this command. For any command option that accepts multiple values, the value of the key can be a JSON array.

    Options can still be provided on the command line. If an option exists in both the JSON document and the command line then the command line specified value will be used.

    For examples on usage of this option, please see our “using CLI with advanced JSON options” link: https://docs.cloud.oracle.com/iaas/Content/API/SDKDocs/cliusing.htm#AdvancedJSONOptions

  Global Parameters

Use oci --help for help on global parameters.

--auth-purpose, --auth, --cert-bundle, --cli-rc-file, --config-file, --debug, --defaults-file, --endpoint, --generate-full-command-json-input, --generate-param-json-input, --help, --latest-version, --max-retries, --no-retry, --opc-client-request-id, --opc-request-id, --output, --profile, --query, --raw-output, --region, --release-info, --request-id, --version, -?, -d, -h, -v

  Examples

Copy the following CLI commands into a file named example.sh. Run the command by typing “bash example.sh” and replacing the example parameters with your own.

Please note this sample will only work in the POSIX-compliant bash-like shell. You need to set up the OCI configuration <https://docs.oracle.com/en-us/iaas/Content/API/SDKDocs/cliinstall.htm#configfile> and appropriate security policies <https://docs.oracle.com/en-us/iaas/Content/Identity/Concepts/policygetstarted.htm> before trying the examples.

    export compartment_id=<substitute-value-of-compartment_id> # https://docs.cloud.oracle.com/en-us/iaas/tools/oci-cli/latest/oci_cli_docs/cmdref/data-science/project/create.html#cmdoption-compartment-id
    project_id=$(oci data-science project create --compartment-id $compartment_id --query data.id --raw-output)
    model_id=$(oci data-science model create --compartment-id $compartment_id --project-id $project_id --query data.id --raw-output)
    oci data-science model get-model-provenance --model-id $model_id

  head-model-artifact

•   Description

•   Usage

•   Required Parameters

•   Optional Parameters

•   Global Parameters

•   Examples

  Description

Gets model artifact metadata for specified model.

  Usage

oci data-science model head-model-artifact [OPTIONS]

  Required Parameters

--model-id [text]

    The OCID <https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm> of the model.

  Optional Parameters

--from-json [text]

    Provide input to this command as a JSON document from a file using the file://path-to/file syntax.

    The --generate-full-command-json-input option can be used to generate a sample json file to be used with this command option. The key names are pre-populated and match the command option names (converted to camelCase format, e.g. compartment-id –> compartmentId), while the values of the keys need to be populated by the user before using the sample file as an input to this command. For any command option that accepts multiple values, the value of the key can be a JSON array.

    Options can still be provided on the command line. If an option exists in both the JSON document and the command line then the command line specified value will be used.

    For examples on usage of this option, please see our “using CLI with advanced JSON options” link: https://docs.cloud.oracle.com/iaas/Content/API/SDKDocs/cliusing.htm#AdvancedJSONOptions

  Global Parameters

Use oci --help for help on global parameters.

--auth-purpose, --auth, --cert-bundle, --cli-rc-file, --config-file, --debug, --defaults-file, --endpoint, --generate-full-command-json-input, --generate-param-json-input, --help, --latest-version, --max-retries, --no-retry, --opc-client-request-id, --opc-request-id, --output, --profile, --query, --raw-output, --region, --release-info, --request-id, --version, -?, -d, -h, -v

  Examples

Copy the following CLI commands into a file named example.sh. Run the command by typing “bash example.sh” and replacing the example parameters with your own.

Please note this sample will only work in the POSIX-compliant bash-like shell. You need to set up the OCI configuration <https://docs.oracle.com/en-us/iaas/Content/API/SDKDocs/cliinstall.htm#configfile> and appropriate security policies <https://docs.oracle.com/en-us/iaas/Content/Identity/Concepts/policygetstarted.htm> before trying the examples.

    export compartment_id=<substitute-value-of-compartment_id> # https://docs.cloud.oracle.com/en-us/iaas/tools/oci-cli/latest/oci_cli_docs/cmdref/data-science/project/create.html#cmdoption-compartment-id
    project_id=$(oci data-science project create --compartment-id $compartment_id --query data.id --raw-output)
    model_id=$(oci data-science model create --compartment-id $compartment_id --project-id $project_id --query data.id --raw-output)
    oci data-science model head-model-artifact --model-id $model_id

  list

•   Description

•   Usage

•   Required Parameters

•   Optional Parameters

•   Global Parameters

•   Examples

  Description

Lists models in the specified compartment.

  Usage

oci data-science model list [OPTIONS]

  Required Parameters

--compartment-id, -c [text]

    <b>Filter</b> results by the OCID <https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm> of the compartment.

  Optional Parameters

--all

    Fetches all pages of results. If you provide this option, then you cannot provide the --limit option.

--created-by [text]

    <b>Filter</b> results by the OCID <https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm> of the user who created the resource.

--display-name [text]

    <b>Filter</b> results by its user-friendly name.

--from-json [text]

    Provide input to this command as a JSON document from a file using the file://path-to/file syntax.

    The --generate-full-command-json-input option can be used to generate a sample json file to be used with this command option. The key names are pre-populated and match the command option names (converted to camelCase format, e.g. compartment-id –> compartmentId), while the values of the keys need to be populated by the user before using the sample file as an input to this command. For any command option that accepts multiple values, the value of the key can be a JSON array.

    Options can still be provided on the command line. If an option exists in both the JSON document and the command line then the command line specified value will be used.

    For examples on usage of this option, please see our “using CLI with advanced JSON options” link: https://docs.cloud.oracle.com/iaas/Content/API/SDKDocs/cliusing.htm#AdvancedJSONOptions

--id [text]

    <b>Filter</b> results by OCID <https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm>. Must be an OCID of the correct type for the resource type.

--lifecycle-state [text]

    <b>Filter</b> results by the specified lifecycle state. Must be a valid state for the resource type.

    Accepted values are:

    ACTIVE, DELETED, FAILED, INACTIVE

--limit [integer]

    For list pagination. The maximum number of results per page, or items to return in a paginated “List” call. 1 is the minimum, 1000 is the maximum. See List Pagination <https://docs.cloud.oracle.com/iaas/Content/General/Concepts/usingapi.htm#nine>.

    Example:

    500

--page [text]

    For list pagination. The value of the opc-next-page response header from the previous “List” call.

    See List Pagination <https://docs.cloud.oracle.com/iaas/Content/General/Concepts/usingapi.htm#nine>.

--page-size [integer]

    When fetching results, the number of results to fetch per call. Only valid when used with --all or --limit, and ignored otherwise.

--project-id [text]

    <b>Filter</b> results by the OCID <https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm> of the project.

--sort-by [text]

    Specifies the field to sort by. Accepts only one field. By default, when you sort by timeCreated, the results are shown in descending order. All other fields default to ascending order. Sort order for the displayName field is case sensitive.

    Accepted values are:

    displayName, lifecycleState, timeCreated

--sort-order [text]

    Specifies sort order to use, either ASC (ascending) or DESC (descending).

    Accepted values are:

    ASC, DESC

  Global Parameters

Use oci --help for help on global parameters.

--auth-purpose, --auth, --cert-bundle, --cli-rc-file, --config-file, --debug, --defaults-file, --endpoint, --generate-full-command-json-input, --generate-param-json-input, --help, --latest-version, --max-retries, --no-retry, --opc-client-request-id, --opc-request-id, --output, --profile, --query, --raw-output, --region, --release-info, --request-id, --version, -?, -d, -h, -v

  Examples

Copy the following CLI commands into a file named example.sh. Run the command by typing “bash example.sh” and replacing the example parameters with your own.

Please note this sample will only work in the POSIX-compliant bash-like shell. You need to set up the OCI configuration <https://docs.oracle.com/en-us/iaas/Content/API/SDKDocs/cliinstall.htm#configfile> and appropriate security policies <https://docs.oracle.com/en-us/iaas/Content/Identity/Concepts/policygetstarted.htm> before trying the examples.

    export compartment_id=<substitute-value-of-compartment_id> # https://docs.cloud.oracle.com/en-us/iaas/tools/oci-cli/latest/oci_cli_docs/cmdref/data-science/model/list.html#cmdoption-compartment-id
    oci data-science model list --compartment-id $compartment_id

  update

•   Description

•   Usage

•   Required Parameters

•   Optional Parameters

•   Global Parameters

•   Examples

  Description

Updates the properties of a model. You can update the displayName, description, freeformTags, and definedTags properties.

  Usage

oci data-science model update [OPTIONS]

  Required Parameters

--model-id [text]

    The OCID <https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm> of the model.

  Optional Parameters

--custom-metadata-list [complex type]

    An array of custom metadata details for the model.

    This option is a JSON list with items of type Metadata. For documentation on Metadata please see our API reference: https://docs.cloud.oracle.com/api/#/en/datascience/20190101/datatypes/Metadata. This is a complex type whose value must be valid JSON. The value can be provided as a string on the command line or passed in as a file using the file://path/to/file syntax.

    The --generate-param-json-input option can be used to generate an example of the JSON which must be provided. We recommend storing this example in a file, modifying it as needed and then passing it back in via the file:// syntax.

--defined-metadata-list [complex type]

    An array of defined metadata details for the model.

    This option is a JSON list with items of type Metadata. For documentation on Metadata please see our API reference: https://docs.cloud.oracle.com/api/#/en/datascience/20190101/datatypes/Metadata. This is a complex type whose value must be valid JSON. The value can be provided as a string on the command line or passed in as a file using the file://path/to/file syntax.

    The --generate-param-json-input option can be used to generate an example of the JSON which must be provided. We recommend storing this example in a file, modifying it as needed and then passing it back in via the file:// syntax.

--defined-tags [complex type]

    Defined tags for this resource. Each key is predefined and scoped to a namespace. See Resource Tags <https://docs.cloud.oracle.com/Content/General/Concepts/resourcetags.htm>. Example: {“Operations”: {“CostCenter”: “42”}} This is a complex type whose value must be valid JSON. The value can be provided as a string on the command line or passed in as a file using the file://path/to/file syntax.

    The --generate-param-json-input option can be used to generate an example of the JSON which must be provided. We recommend storing this example in a file, modifying it as needed and then passing it back in via the file:// syntax.

--description [text]

    A short description of the model.

--display-name [text]

    A user-friendly display name for the resource. It does not have to be unique and can be modified. Avoid entering confidential information. Example: My Model

--force

    Perform update without prompting for confirmation.

--freeform-tags [complex type]

    Free-form tags for this resource. Each tag is a simple key-value pair with no predefined name, type, or namespace. See Resource Tags <https://docs.cloud.oracle.com/Content/General/Concepts/resourcetags.htm>. Example: {“Department”: “Finance”} This is a complex type whose value must be valid JSON. The value can be provided as a string on the command line or passed in as a file using the file://path/to/file syntax.

    The --generate-param-json-input option can be used to generate an example of the JSON which must be provided. We recommend storing this example in a file, modifying it as needed and then passing it back in via the file:// syntax.

--from-json [text]

    Provide input to this command as a JSON document from a file using the file://path-to/file syntax.

    The --generate-full-command-json-input option can be used to generate a sample json file to be used with this command option. The key names are pre-populated and match the command option names (converted to camelCase format, e.g. compartment-id –> compartmentId), while the values of the keys need to be populated by the user before using the sample file as an input to this command. For any command option that accepts multiple values, the value of the key can be a JSON array.

    Options can still be provided on the command line. If an option exists in both the JSON document and the command line then the command line specified value will be used.

    For examples on usage of this option, please see our “using CLI with advanced JSON options” link: https://docs.cloud.oracle.com/iaas/Content/API/SDKDocs/cliusing.htm#AdvancedJSONOptions

--if-match [text]

    For optimistic concurrency control. In the PUT or DELETE call for a resource, set the if-match parameter to the value of the etag from a previous GET or POST response for that resource. The resource is updated or deleted only if the etag you provide matches the resource’s current etag value.

--max-wait-seconds [integer]

    The maximum time to wait for the resource to reach the lifecycle state defined by --wait-for-state. Defaults to 1200 seconds.

--wait-for-state [text]

    This operation creates, modifies or deletes a resource that has a defined lifecycle state. Specify this option to perform the action and then wait until the resource reaches a given lifecycle state. Multiple states can be specified, returning on the first state. For example, --wait-for-state SUCCEEDED --wait-for-state FAILED would return on whichever lifecycle state is reached first. If timeout is reached, a return code of 2 is returned. For any other error, a return code of 1 is returned.

    Accepted values are:

    ACTIVE, DELETED, FAILED, INACTIVE

--wait-interval-seconds [integer]

    Check every --wait-interval-seconds to see whether the resource to see if it has reached the lifecycle state defined by --wait-for-state. Defaults to 30 seconds.

  Global Parameters

Use oci --help for help on global parameters.

--auth-purpose, --auth, --cert-bundle, --cli-rc-file, --config-file, --debug, --defaults-file, --endpoint, --generate-full-command-json-input, --generate-param-json-input, --help, --latest-version, --max-retries, --no-retry, --opc-client-request-id, --opc-request-id, --output, --profile, --query, --raw-output, --region, --release-info, --request-id, --version, -?, -d, -h, -v

  Examples

Copy the following CLI commands into a file named example.sh. Run the command by typing “bash example.sh” and replacing the example parameters with your own.

Please note this sample will only work in the POSIX-compliant bash-like shell. You need to set up the OCI configuration <https://docs.oracle.com/en-us/iaas/Content/API/SDKDocs/cliinstall.htm#configfile> and appropriate security policies <https://docs.oracle.com/en-us/iaas/Content/Identity/Concepts/policygetstarted.htm> before trying the examples.

    export compartment_id=<substitute-value-of-compartment_id> # https://docs.cloud.oracle.com/en-us/iaas/tools/oci-cli/latest/oci_cli_docs/cmdref/data-science/project/create.html#cmdoption-compartment-id
    project_id=$(oci data-science project create --compartment-id $compartment_id --query data.id --raw-output)
    model_id=$(oci data-science model create --compartment-id $compartment_id --project-id $project_id --query data.id --raw-output)
    oci data-science model update --model-id $model_id

  update-model-provenance

•   Description

•   Usage

•   Required Parameters

•   Optional Parameters

•   Global Parameters

•   Examples

  Description

Updates the provenance information for the specified model.

  Usage

oci data-science model update-model-provenance [OPTIONS]

  Required Parameters

--model-id [text]

    The OCID <https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm> of the model.

  Optional Parameters

--from-json [text]

    Provide input to this command as a JSON document from a file using the file://path-to/file syntax.

    The --generate-full-command-json-input option can be used to generate a sample json file to be used with this command option. The key names are pre-populated and match the command option names (converted to camelCase format, e.g. compartment-id –> compartmentId), while the values of the keys need to be populated by the user before using the sample file as an input to this command. For any command option that accepts multiple values, the value of the key can be a JSON array.

    Options can still be provided on the command line. If an option exists in both the JSON document and the command line then the command line specified value will be used.

    For examples on usage of this option, please see our “using CLI with advanced JSON options” link: https://docs.cloud.oracle.com/iaas/Content/API/SDKDocs/cliusing.htm#AdvancedJSONOptions

--git-branch [text]

    For model reproducibility purposes. Branch of the git repository associated with model training.

--git-commit [text]

    For model reproducibility purposes. Commit ID of the git repository associated with model training.

--if-match [text]

    For optimistic concurrency control. In the PUT or DELETE call for a resource, set the if-match parameter to the value of the etag from a previous GET or POST response for that resource. The resource is updated or deleted only if the etag you provide matches the resource’s current etag value.

--repository-url [text]

    For model reproducibility purposes. URL of the git repository associated with model training.

--script-dir [text]

    For model reproducibility purposes. Path to model artifacts.

--training-id [text]

    The OCID <https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm> of a training session(Job or NotebookSession) in which the model was trained. It is used for model reproducibility purposes.

--training-script [text]

    For model reproducibility purposes. Path to the python script or notebook in which the model was trained.”

  Global Parameters

Use oci --help for help on global parameters.

--auth-purpose, --auth, --cert-bundle, --cli-rc-file, --config-file, --debug, --defaults-file, --endpoint, --generate-full-command-json-input, --generate-param-json-input, --help, --latest-version, --max-retries, --no-retry, --opc-client-request-id, --opc-request-id, --output, --profile, --query, --raw-output, --region, --release-info, --request-id, --version, -?, -d, -h, -v

  Examples

Copy the following CLI commands into a file named example.sh. Run the command by typing “bash example.sh” and replacing the example parameters with your own.

Please note this sample will only work in the POSIX-compliant bash-like shell. You need to set up the OCI configuration <https://docs.oracle.com/en-us/iaas/Content/API/SDKDocs/cliinstall.htm#configfile> and appropriate security policies <https://docs.oracle.com/en-us/iaas/Content/Identity/Concepts/policygetstarted.htm> before trying the examples.

    export compartment_id=<substitute-value-of-compartment_id> # https://docs.cloud.oracle.com/en-us/iaas/tools/oci-cli/latest/oci_cli_docs/cmdref/data-science/project/create.html#cmdoption-compartment-id
    project_id=$(oci data-science project create --compartment-id $compartment_id --query data.id --raw-output)
    model_id=$(oci data-science model create --compartment-id $compartment_id --project-id $project_id --query data.id --raw-output)
    oci data-science model update-model-provenance --model-id $model_id

  model-deployment

  Description

Model deployments are used by data scientists to perform predictions from the model hosted on an HTTP server.

  Available Commands

•   activate

•   change-compartment

•   create

•   deactivate

•   delete

•   get

•   list

•   update

  activate

•   Description

•   Usage

•   Required Parameters

•   Optional Parameters

•   Global Parameters

•   Examples

  Description

Activates the model deployment.

  Usage

oci data-science model-deployment activate [OPTIONS]

  Required Parameters

--model-deployment-id [text]

    The OCID <https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm> of the model deployment.

  Optional Parameters

--from-json [text]

    Provide input to this command as a JSON document from a file using the file://path-to/file syntax.

    The --generate-full-command-json-input option can be used to generate a sample json file to be used with this command option. The key names are pre-populated and match the command option names (converted to camelCase format, e.g. compartment-id –> compartmentId), while the values of the keys need to be populated by the user before using the sample file as an input to this command. For any command option that accepts multiple values, the value of the key can be a JSON array.

    Options can still be provided on the command line. If an option exists in both the JSON document and the command line then the command line specified value will be used.

    For examples on usage of this option, please see our “using CLI with advanced JSON options” link: https://docs.cloud.oracle.com/iaas/Content/API/SDKDocs/cliusing.htm#AdvancedJSONOptions

--if-match [text]

    For optimistic concurrency control. In the PUT or DELETE call for a resource, set the if-match parameter to the value of the etag from a previous GET or POST response for that resource. The resource is updated or deleted only if the etag you provide matches the resource’s current etag value.

--max-wait-seconds [integer]

    The maximum time to wait for the work request to reach the state defined by --wait-for-state. Defaults to 1200 seconds.

--wait-for-state [text]

    This operation asynchronously creates, modifies or deletes a resource and uses a work request to track the progress of the operation. Specify this option to perform the action and then wait until the work request reaches a certain state. Multiple states can be specified, returning on the first state. For example, --wait-for-state SUCCEEDED --wait-for-state FAILED would return on whichever lifecycle state is reached first. If timeout is reached, a return code of 2 is returned. For any other error, a return code of 1 is returned.

    Accepted values are:

    ACCEPTED, CANCELED, CANCELING, FAILED, IN_PROGRESS, SUCCEEDED

--wait-interval-seconds [integer]

    Check every --wait-interval-seconds to see whether the work request to see if it has reached the state defined by --wait-for-state. Defaults to 30 seconds.

  Global Parameters

Use oci --help for help on global parameters.

--auth-purpose, --auth, --cert-bundle, --cli-rc-file, --config-file, --debug, --defaults-file, --endpoint, --generate-full-command-json-input, --generate-param-json-input, --help, --latest-version, --max-retries, --no-retry, --opc-client-request-id, --opc-request-id, --output, --profile, --query, --raw-output, --region, --release-info, --request-id, --version, -?, -d, -h, -v

  Examples

Copy and paste the following example into a JSON file, replacing the example parameters with your own.

    oci data-science model-deployment create --generate-param-json-input model-deployment-configuration-details > model-deployment-configuration-details.json

Copy the following CLI commands into a file named example.sh. Run the command by typing “bash example.sh” and replacing the example parameters with your own.

Please note this sample will only work in the POSIX-compliant bash-like shell. You need to set up the OCI configuration <https://docs.oracle.com/en-us/iaas/Content/API/SDKDocs/cliinstall.htm#configfile> and appropriate security policies <https://docs.oracle.com/en-us/iaas/Content/Identity/Concepts/policygetstarted.htm> before trying the examples.

    export compartment_id=<substitute-value-of-compartment_id> # https://docs.cloud.oracle.com/en-us/iaas/tools/oci-cli/latest/oci_cli_docs/cmdref/data-science/project/create.html#cmdoption-compartment-id
    project_id=$(oci data-science project create --compartment-id $compartment_id --query data.id --raw-output)
    model_deployment_id=$(oci data-science model-deployment create --compartment-id $compartment_id --model-deployment-configuration-details file://model-deployment-configuration-details.json --project-id $project_id --query data.id --raw-output)
    oci data-science model-deployment activate --model-deployment-id $model_deployment_id

  change-compartment

•   Description

•   Usage

•   Required Parameters

•   Optional Parameters

•   Global Parameters

•   Examples

  Description

Moves a model deployment into a different compartment. When provided, If-Match is checked against ETag values of the resource.

  Usage

oci data-science model-deployment change-compartment [OPTIONS]

  Required Parameters

--compartment-id, -c [text]

    The OCID <https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm> of the compartment where the resource should be moved.

--model-deployment-id [text]

    The OCID <https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm> of the model deployment.

  Optional Parameters

--from-json [text]

    Provide input to this command as a JSON document from a file using the file://path-to/file syntax.

    The --generate-full-command-json-input option can be used to generate a sample json file to be used with this command option. The key names are pre-populated and match the command option names (converted to camelCase format, e.g. compartment-id –> compartmentId), while the values of the keys need to be populated by the user before using the sample file as an input to this command. For any command option that accepts multiple values, the value of the key can be a JSON array.

    Options can still be provided on the command line. If an option exists in both the JSON document and the command line then the command line specified value will be used.

    For examples on usage of this option, please see our “using CLI with advanced JSON options” link: https://docs.cloud.oracle.com/iaas/Content/API/SDKDocs/cliusing.htm#AdvancedJSONOptions

--if-match [text]

    For optimistic concurrency control. In the PUT or DELETE call for a resource, set the if-match parameter to the value of the etag from a previous GET or POST response for that resource. The resource is updated or deleted only if the etag you provide matches the resource’s current etag value.

  Global Parameters

Use oci --help for help on global parameters.

--auth-purpose, --auth, --cert-bundle, --cli-rc-file, --config-file, --debug, --defaults-file, --endpoint, --generate-full-command-json-input, --generate-param-json-input, --help, --latest-version, --max-retries, --no-retry, --opc-client-request-id, --opc-request-id, --output, --profile, --query, --raw-output, --region, --release-info, --request-id, --version, -?, -d, -h, -v

  Examples

Copy and paste the following example into a JSON file, replacing the example parameters with your own.

    oci data-science model-deployment create --generate-param-json-input model-deployment-configuration-details > model-deployment-configuration-details.json

Copy the following CLI commands into a file named example.sh. Run the command by typing “bash example.sh” and replacing the example parameters with your own.

Please note this sample will only work in the POSIX-compliant bash-like shell. You need to set up the OCI configuration <https://docs.oracle.com/en-us/iaas/Content/API/SDKDocs/cliinstall.htm#configfile> and appropriate security policies <https://docs.oracle.com/en-us/iaas/Content/Identity/Concepts/policygetstarted.htm> before trying the examples.

    export compartment_id=<substitute-value-of-compartment_id> # https://docs.cloud.oracle.com/en-us/iaas/tools/oci-cli/latest/oci_cli_docs/cmdref/data-science/project/create.html#cmdoption-compartment-id
    project_id=$(oci data-science project create --compartment-id $compartment_id --query data.id --raw-output)
    model_deployment_id=$(oci data-science model-deployment create --compartment-id $compartment_id --model-deployment-configuration-details file://model-deployment-configuration-details.json --project-id $project_id --query data.id --raw-output)
    oci data-science model-deployment change-compartment --compartment-id $compartment_id --model-deployment-id $model_deployment_id

  create

•   Description

•   Usage

•   Required Parameters

•   Optional Parameters

•   Global Parameters

•   Examples

  Description

Creates a new model deployment.

  Usage

oci data-science model-deployment create [OPTIONS]

  Required Parameters

--compartment-id, -c [text]

    The OCID <https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm> of the compartment where you want to create the model deployment.

--model-deployment-configuration-details [complex type]

    This is a complex type whose value must be valid JSON. The value can be provided as a string on the command line or passed in as a file using the file://path/to/file syntax.

    The --generate-param-json-input option can be used to generate an example of the JSON which must be provided. We recommend storing this example in a file, modifying it as needed and then passing it back in via the file:// syntax.

--project-id [text]

    The OCID <https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm> of the project to associate with the model deployment.

  Optional Parameters

--category-log-details [complex type]

    This is a complex type whose value must be valid JSON. The value can be provided as a string on the command line or passed in as a file using the file://path/to/file syntax.

    The --generate-param-json-input option can be used to generate an example of the JSON which must be provided. We recommend storing this example in a file, modifying it as needed and then passing it back in via the file:// syntax.

--defined-tags [complex type]

    Defined tags for this resource. Each key is predefined and scoped to a namespace. See Resource Tags <https://docs.cloud.oracle.com/Content/General/Concepts/resourcetags.htm>. Example: {“Operations”: {“CostCenter”: “42”}} This is a complex type whose value must be valid JSON. The value can be provided as a string on the command line or passed in as a file using the file://path/to/file syntax.

    The --generate-param-json-input option can be used to generate an example of the JSON which must be provided. We recommend storing this example in a file, modifying it as needed and then passing it back in via the file:// syntax.

--description [text]

    A short description of the model deployment.

--display-name [text]

    A user-friendly display name for the resource. Does not have to be unique, and can be modified. Avoid entering confidential information. Example: My ModelDeployment

--freeform-tags [complex type]

    Free-form tags for this resource. Each tag is a simple key-value pair with no predefined name, type, or namespace. See Resource Tags <https://docs.cloud.oracle.com/Content/General/Concepts/resourcetags.htm>. Example: {“Department”: “Finance”} This is a complex type whose value must be valid JSON. The value can be provided as a string on the command line or passed in as a file using the file://path/to/file syntax.

    The --generate-param-json-input option can be used to generate an example of the JSON which must be provided. We recommend storing this example in a file, modifying it as needed and then passing it back in via the file:// syntax.

--from-json [text]

    Provide input to this command as a JSON document from a file using the file://path-to/file syntax.

    The --generate-full-command-json-input option can be used to generate a sample json file to be used with this command option. The key names are pre-populated and match the command option names (converted to camelCase format, e.g. compartment-id –> compartmentId), while the values of the keys need to be populated by the user before using the sample file as an input to this command. For any command option that accepts multiple values, the value of the key can be a JSON array.

    Options can still be provided on the command line. If an option exists in both the JSON document and the command line then the command line specified value will be used.

    For examples on usage of this option, please see our “using CLI with advanced JSON options” link: https://docs.cloud.oracle.com/iaas/Content/API/SDKDocs/cliusing.htm#AdvancedJSONOptions

--max-wait-seconds [integer]

    The maximum time to wait for the work request to reach the state defined by --wait-for-state. Defaults to 1200 seconds.

--wait-for-state [text]

    This operation asynchronously creates, modifies or deletes a resource and uses a work request to track the progress of the operation. Specify this option to perform the action and then wait until the work request reaches a certain state. Multiple states can be specified, returning on the first state. For example, --wait-for-state SUCCEEDED --wait-for-state FAILED would return on whichever lifecycle state is reached first. If timeout is reached, a return code of 2 is returned. For any other error, a return code of 1 is returned.

    Accepted values are:

    ACCEPTED, CANCELED, CANCELING, FAILED, IN_PROGRESS, SUCCEEDED

--wait-interval-seconds [integer]

    Check every --wait-interval-seconds to see whether the work request to see if it has reached the state defined by --wait-for-state. Defaults to 30 seconds.

  Global Parameters

Use oci --help for help on global parameters.

--auth-purpose, --auth, --cert-bundle, --cli-rc-file, --config-file, --debug, --defaults-file, --endpoint, --generate-full-command-json-input, --generate-param-json-input, --help, --latest-version, --max-retries, --no-retry, --opc-client-request-id, --opc-request-id, --output, --profile, --query, --raw-output, --region, --release-info, --request-id, --version, -?, -d, -h, -v

  Examples

Copy and paste the following example into a JSON file, replacing the example parameters with your own.

    oci data-science model-deployment create --generate-param-json-input model-deployment-configuration-details > model-deployment-configuration-details.json

Copy the following CLI commands into a file named example.sh. Run the command by typing “bash example.sh” and replacing the example parameters with your own.

Please note this sample will only work in the POSIX-compliant bash-like shell. You need to set up the OCI configuration <https://docs.oracle.com/en-us/iaas/Content/API/SDKDocs/cliinstall.htm#configfile> and appropriate security policies <https://docs.oracle.com/en-us/iaas/Content/Identity/Concepts/policygetstarted.htm> before trying the examples.

    export compartment_id=<substitute-value-of-compartment_id> # https://docs.cloud.oracle.com/en-us/iaas/tools/oci-cli/latest/oci_cli_docs/cmdref/data-science/project/create.html#cmdoption-compartment-id
    project_id=$(oci data-science project create --compartment-id $compartment_id --query data.id --raw-output)
    oci data-science model-deployment create --compartment-id $compartment_id --model-deployment-configuration-details file://model-deployment-configuration-details.json --project-id $project_id

  deactivate

•   Description

•   Usage

•   Required Parameters

•   Optional Parameters

•   Global Parameters

•   Examples

  Description

Deactivates the model deployment.

  Usage

oci data-science model-deployment deactivate [OPTIONS]

  Required Parameters

--model-deployment-id [text]

    The OCID <https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm> of the model deployment.

  Optional Parameters

--from-json [text]

    Provide input to this command as a JSON document from a file using the file://path-to/file syntax.

    The --generate-full-command-json-input option can be used to generate a sample json file to be used with this command option. The key names are pre-populated and match the command option names (converted to camelCase format, e.g. compartment-id –> compartmentId), while the values of the keys need to be populated by the user before using the sample file as an input to this command. For any command option that accepts multiple values, the value of the key can be a JSON array.

    Options can still be provided on the command line. If an option exists in both the JSON document and the command line then the command line specified value will be used.

    For examples on usage of this option, please see our “using CLI with advanced JSON options” link: https://docs.cloud.oracle.com/iaas/Content/API/SDKDocs/cliusing.htm#AdvancedJSONOptions

--if-match [text]

    For optimistic concurrency control. In the PUT or DELETE call for a resource, set the if-match parameter to the value of the etag from a previous GET or POST response for that resource. The resource is updated or deleted only if the etag you provide matches the resource’s current etag value.

--max-wait-seconds [integer]

    The maximum time to wait for the work request to reach the state defined by --wait-for-state. Defaults to 1200 seconds.

--wait-for-state [text]

    This operation asynchronously creates, modifies or deletes a resource and uses a work request to track the progress of the operation. Specify this option to perform the action and then wait until the work request reaches a certain state. Multiple states can be specified, returning on the first state. For example, --wait-for-state SUCCEEDED --wait-for-state FAILED would return on whichever lifecycle state is reached first. If timeout is reached, a return code of 2 is returned. For any other error, a return code of 1 is returned.

    Accepted values are:

    ACCEPTED, CANCELED, CANCELING, FAILED, IN_PROGRESS, SUCCEEDED

--wait-interval-seconds [integer]

    Check every --wait-interval-seconds to see whether the work request to see if it has reached the state defined by --wait-for-state. Defaults to 30 seconds.

  Global Parameters

Use oci --help for help on global parameters.

--auth-purpose, --auth, --cert-bundle, --cli-rc-file, --config-file, --debug, --defaults-file, --endpoint, --generate-full-command-json-input, --generate-param-json-input, --help, --latest-version, --max-retries, --no-retry, --opc-client-request-id, --opc-request-id, --output, --profile, --query, --raw-output, --region, --release-info, --request-id, --version, -?, -d, -h, -v

  Examples

Copy and paste the following example into a JSON file, replacing the example parameters with your own.

    oci data-science model-deployment create --generate-param-json-input model-deployment-configuration-details > model-deployment-configuration-details.json

Copy the following CLI commands into a file named example.sh. Run the command by typing “bash example.sh” and replacing the example parameters with your own.

Please note this sample will only work in the POSIX-compliant bash-like shell. You need to set up the OCI configuration <https://docs.oracle.com/en-us/iaas/Content/API/SDKDocs/cliinstall.htm#configfile> and appropriate security policies <https://docs.oracle.com/en-us/iaas/Content/Identity/Concepts/policygetstarted.htm> before trying the examples.

    export compartment_id=<substitute-value-of-compartment_id> # https://docs.cloud.oracle.com/en-us/iaas/tools/oci-cli/latest/oci_cli_docs/cmdref/data-science/project/create.html#cmdoption-compartment-id
    project_id=$(oci data-science project create --compartment-id $compartment_id --query data.id --raw-output)
    model_deployment_id=$(oci data-science model-deployment create --compartment-id $compartment_id --model-deployment-configuration-details file://model-deployment-configuration-details.json --project-id $project_id --query data.id --raw-output)
    oci data-science model-deployment deactivate --model-deployment-id $model_deployment_id

  delete

•   Description

•   Usage

•   Required Parameters

•   Optional Parameters

•   Global Parameters

•   Examples

  Description

Deletes the specified model deployment. Any unsaved work in this model deployment is lost.

  Usage

oci data-science model-deployment delete [OPTIONS]

  Required Parameters

--model-deployment-id [text]

    The OCID <https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm> of the model deployment.

  Optional Parameters

--force

    Perform deletion without prompting for confirmation.

--from-json [text]

    Provide input to this command as a JSON document from a file using the file://path-to/file syntax.

    The --generate-full-command-json-input option can be used to generate a sample json file to be used with this command option. The key names are pre-populated and match the command option names (converted to camelCase format, e.g. compartment-id –> compartmentId), while the values of the keys need to be populated by the user before using the sample file as an input to this command. For any command option that accepts multiple values, the value of the key can be a JSON array.

    Options can still be provided on the command line. If an option exists in both the JSON document and the command line then the command line specified value will be used.

    For examples on usage of this option, please see our “using CLI with advanced JSON options” link: https://docs.cloud.oracle.com/iaas/Content/API/SDKDocs/cliusing.htm#AdvancedJSONOptions

--if-match [text]

    For optimistic concurrency control. In the PUT or DELETE call for a resource, set the if-match parameter to the value of the etag from a previous GET or POST response for that resource. The resource is updated or deleted only if the etag you provide matches the resource’s current etag value.

--max-wait-seconds [integer]

    The maximum time to wait for the work request to reach the state defined by --wait-for-state. Defaults to 1200 seconds.

--wait-for-state [text]

    This operation asynchronously creates, modifies or deletes a resource and uses a work request to track the progress of the operation. Specify this option to perform the action and then wait until the work request reaches a certain state. Multiple states can be specified, returning on the first state. For example, --wait-for-state SUCCEEDED --wait-for-state FAILED would return on whichever lifecycle state is reached first. If timeout is reached, a return code of 2 is returned. For any other error, a return code of 1 is returned.

    Accepted values are:

    ACCEPTED, CANCELED, CANCELING, FAILED, IN_PROGRESS, SUCCEEDED

--wait-interval-seconds [integer]

    Check every --wait-interval-seconds to see whether the work request to see if it has reached the state defined by --wait-for-state. Defaults to 30 seconds.

  Global Parameters

Use oci --help for help on global parameters.

--auth-purpose, --auth, --cert-bundle, --cli-rc-file, --config-file, --debug, --defaults-file, --endpoint, --generate-full-command-json-input, --generate-param-json-input, --help, --latest-version, --max-retries, --no-retry, --opc-client-request-id, --opc-request-id, --output, --profile, --query, --raw-output, --region, --release-info, --request-id, --version, -?, -d, -h, -v

  Examples

Copy and paste the following example into a JSON file, replacing the example parameters with your own.

    oci data-science model-deployment create --generate-param-json-input model-deployment-configuration-details > model-deployment-configuration-details.json

Copy the following CLI commands into a file named example.sh. Run the command by typing “bash example.sh” and replacing the example parameters with your own.

Please note this sample will only work in the POSIX-compliant bash-like shell. You need to set up the OCI configuration <https://docs.oracle.com/en-us/iaas/Content/API/SDKDocs/cliinstall.htm#configfile> and appropriate security policies <https://docs.oracle.com/en-us/iaas/Content/Identity/Concepts/policygetstarted.htm> before trying the examples.

    export compartment_id=<substitute-value-of-compartment_id> # https://docs.cloud.oracle.com/en-us/iaas/tools/oci-cli/latest/oci_cli_docs/cmdref/data-science/project/create.html#cmdoption-compartment-id
    project_id=$(oci data-science project create --compartment-id $compartment_id --query data.id --raw-output)
    model_deployment_id=$(oci data-science model-deployment create --compartment-id $compartment_id --model-deployment-configuration-details file://model-deployment-configuration-details.json --project-id $project_id --query data.id --raw-output)
    oci data-science model-deployment delete --model-deployment-id $model_deployment_id

  get

•   Description

•   Usage

•   Required Parameters

•   Optional Parameters

•   Global Parameters

•   Examples

  Description

Retrieves the model deployment for the specified modelDeploymentId.

  Usage

oci data-science model-deployment get [OPTIONS]

  Required Parameters

--model-deployment-id [text]

    The OCID <https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm> of the model deployment.

  Optional Parameters

--from-json [text]

    Provide input to this command as a JSON document from a file using the file://path-to/file syntax.

    The --generate-full-command-json-input option can be used to generate a sample json file to be used with this command option. The key names are pre-populated and match the command option names (converted to camelCase format, e.g. compartment-id –> compartmentId), while the values of the keys need to be populated by the user before using the sample file as an input to this command. For any command option that accepts multiple values, the value of the key can be a JSON array.

    Options can still be provided on the command line. If an option exists in both the JSON document and the command line then the command line specified value will be used.

    For examples on usage of this option, please see our “using CLI with advanced JSON options” link: https://docs.cloud.oracle.com/iaas/Content/API/SDKDocs/cliusing.htm#AdvancedJSONOptions

  Global Parameters

Use oci --help for help on global parameters.

--auth-purpose, --auth, --cert-bundle, --cli-rc-file, --config-file, --debug, --defaults-file, --endpoint, --generate-full-command-json-input, --generate-param-json-input, --help, --latest-version, --max-retries, --no-retry, --opc-client-request-id, --opc-request-id, --output, --profile, --query, --raw-output, --region, --release-info, --request-id, --version, -?, -d, -h, -v

  Examples

Copy and paste the following example into a JSON file, replacing the example parameters with your own.

    oci data-science model-deployment create --generate-param-json-input model-deployment-configuration-details > model-deployment-configuration-details.json

Copy the following CLI commands into a file named example.sh. Run the command by typing “bash example.sh” and replacing the example parameters with your own.

Please note this sample will only work in the POSIX-compliant bash-like shell. You need to set up the OCI configuration <https://docs.oracle.com/en-us/iaas/Content/API/SDKDocs/cliinstall.htm#configfile> and appropriate security policies <https://docs.oracle.com/en-us/iaas/Content/Identity/Concepts/policygetstarted.htm> before trying the examples.

    export compartment_id=<substitute-value-of-compartment_id> # https://docs.cloud.oracle.com/en-us/iaas/tools/oci-cli/latest/oci_cli_docs/cmdref/data-science/project/create.html#cmdoption-compartment-id
    project_id=$(oci data-science project create --compartment-id $compartment_id --query data.id --raw-output)
    model_deployment_id=$(oci data-science model-deployment create --compartment-id $compartment_id --model-deployment-configuration-details file://model-deployment-configuration-details.json --project-id $project_id --query data.id --raw-output)
    oci data-science model-deployment get --model-deployment-id $model_deployment_id

  list

•   Description

•   Usage

•   Required Parameters

•   Optional Parameters

•   Global Parameters

•   Examples

  Description

Lists all model deployments in the specified compartment. Only one parameter other than compartmentId may also be included in a query. The query must include compartmentId. If the query does not include compartmentId, or includes compartmentId but two or more other parameters an error is returned.

  Usage

oci data-science model-deployment list [OPTIONS]

  Required Parameters

--compartment-id, -c [text]

    <b>Filter</b> results by the OCID <https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm> of the compartment.

  Optional Parameters

--all

    Fetches all pages of results. If you provide this option, then you cannot provide the --limit option.

--created-by [text]

    <b>Filter</b> results by the OCID <https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm> of the user who created the resource.

--display-name [text]

    <b>Filter</b> results by its user-friendly name.

--from-json [text]

    Provide input to this command as a JSON document from a file using the file://path-to/file syntax.

    The --generate-full-command-json-input option can be used to generate a sample json file to be used with this command option. The key names are pre-populated and match the command option names (converted to camelCase format, e.g. compartment-id –> compartmentId), while the values of the keys need to be populated by the user before using the sample file as an input to this command. For any command option that accepts multiple values, the value of the key can be a JSON array.

    Options can still be provided on the command line. If an option exists in both the JSON document and the command line then the command line specified value will be used.

    For examples on usage of this option, please see our “using CLI with advanced JSON options” link: https://docs.cloud.oracle.com/iaas/Content/API/SDKDocs/cliusing.htm#AdvancedJSONOptions

--id [text]

    <b>Filter</b> results by OCID <https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm>. Must be an OCID of the correct type for the resource type.

--lifecycle-state [text]

    <b>Filter</b> results by the specified lifecycle state. Must be a valid state for the resource type.

    Accepted values are:

    ACTIVE, CREATING, DELETED, DELETING, FAILED, INACTIVE, NEEDS_ATTENTION, UPDATING

--limit [integer]

    For list pagination. The maximum number of results per page, or items to return in a paginated “List” call. 1 is the minimum, 1000 is the maximum. See List Pagination <https://docs.cloud.oracle.com/iaas/Content/General/Concepts/usingapi.htm#nine>.

    Example:

    500

--page [text]

    For list pagination. The value of the opc-next-page response header from the previous “List” call.

    See List Pagination <https://docs.cloud.oracle.com/iaas/Content/General/Concepts/usingapi.htm#nine>.

--page-size [integer]

    When fetching results, the number of results to fetch per call. Only valid when used with --all or --limit, and ignored otherwise.

--project-id [text]

    <b>Filter</b> results by the OCID <https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm> of the project.

--sort-by [text]

    Specifies the field to sort by. Accepts only one field. By default, when you sort by timeCreated, results are shown in descending order. When you sort by displayName, results are shown in ascending order. Sort order for the displayName field is case sensitive.

    Accepted values are:

    displayName, timeCreated

--sort-order [text]

    Specifies sort order to use, either ASC (ascending) or DESC (descending).

    Accepted values are:

    ASC, DESC

  Global Parameters

Use oci --help for help on global parameters.

--auth-purpose, --auth, --cert-bundle, --cli-rc-file, --config-file, --debug, --defaults-file, --endpoint, --generate-full-command-json-input, --generate-param-json-input, --help, --latest-version, --max-retries, --no-retry, --opc-client-request-id, --opc-request-id, --output, --profile, --query, --raw-output, --region, --release-info, --request-id, --version, -?, -d, -h, -v

  Examples

Copy the following CLI commands into a file named example.sh. Run the command by typing “bash example.sh” and replacing the example parameters with your own.

Please note this sample will only work in the POSIX-compliant bash-like shell. You need to set up the OCI configuration <https://docs.oracle.com/en-us/iaas/Content/API/SDKDocs/cliinstall.htm#configfile> and appropriate security policies <https://docs.oracle.com/en-us/iaas/Content/Identity/Concepts/policygetstarted.htm> before trying the examples.

    export compartment_id=<substitute-value-of-compartment_id> # https://docs.cloud.oracle.com/en-us/iaas/tools/oci-cli/latest/oci_cli_docs/cmdref/data-science/model-deployment/list.html#cmdoption-compartment-id
    oci data-science model-deployment list --compartment-id $compartment_id

  update

•   Description

•   Usage

•   Required Parameters

•   Optional Parameters

•   Global Parameters

•   Examples

  Description

Updates the properties of a model deployment. Some of the properties of modelDeploymentConfigurationDetails or CategoryLogDetails can also be updated with zero down time when the model deployment’s lifecycle state is ACTIVE or NEEDS_ATTENTION i.e instanceShapeName, instanceCount and modelId, separately loadBalancerShape or CategoryLogDetails can also be updated independently. All of the fields can be updated when the deployment is in the INACTIVE lifecycle state. Changes will take effect the next time the model deployment is activated.

  Usage

oci data-science model-deployment update [OPTIONS]

  Required Parameters

--model-deployment-id [text]

    The OCID <https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm> of the model deployment.

  Optional Parameters

--category-log-details [complex type]

    This is a complex type whose value must be valid JSON. The value can be provided as a string on the command line or passed in as a file using the file://path/to/file syntax.

    The --generate-param-json-input option can be used to generate an example of the JSON which must be provided. We recommend storing this example in a file, modifying it as needed and then passing it back in via the file:// syntax.

--defined-tags [complex type]

    Defined tags for this resource. Each key is predefined and scoped to a namespace. See Resource Tags <https://docs.cloud.oracle.com/Content/General/Concepts/resourcetags.htm>. Example: {“Operations”: {“CostCenter”: “42”}} This is a complex type whose value must be valid JSON. The value can be provided as a string on the command line or passed in as a file using the file://path/to/file syntax.

    The --generate-param-json-input option can be used to generate an example of the JSON which must be provided. We recommend storing this example in a file, modifying it as needed and then passing it back in via the file:// syntax.

--description [text]

    A short description of the model deployment.

--display-name [text]

    A user-friendly display name for the resource. Does not have to be unique, and can be modified. Avoid entering confidential information. Example: My ModelDeployment

--force

    Perform update without prompting for confirmation.

--freeform-tags [complex type]

    Free-form tags for this resource. Each tag is a simple key-value pair with no predefined name, type, or namespace. See Resource Tags <https://docs.cloud.oracle.com/Content/General/Concepts/resourcetags.htm>. Example: {“Department”: “Finance”} This is a complex type whose value must be valid JSON. The value can be provided as a string on the command line or passed in as a file using the file://path/to/file syntax.

    The --generate-param-json-input option can be used to generate an example of the JSON which must be provided. We recommend storing this example in a file, modifying it as needed and then passing it back in via the file:// syntax.

--from-json [text]

    Provide input to this command as a JSON document from a file using the file://path-to/file syntax.

    The --generate-full-command-json-input option can be used to generate a sample json file to be used with this command option. The key names are pre-populated and match the command option names (converted to camelCase format, e.g. compartment-id –> compartmentId), while the values of the keys need to be populated by the user before using the sample file as an input to this command. For any command option that accepts multiple values, the value of the key can be a JSON array.

    Options can still be provided on the command line. If an option exists in both the JSON document and the command line then the command line specified value will be used.

    For examples on usage of this option, please see our “using CLI with advanced JSON options” link: https://docs.cloud.oracle.com/iaas/Content/API/SDKDocs/cliusing.htm#AdvancedJSONOptions

--if-match [text]

    For optimistic concurrency control. In the PUT or DELETE call for a resource, set the if-match parameter to the value of the etag from a previous GET or POST response for that resource. The resource is updated or deleted only if the etag you provide matches the resource’s current etag value.

--max-wait-seconds [integer]

    The maximum time to wait for the work request to reach the state defined by --wait-for-state. Defaults to 1200 seconds.

--model-deployment-configuration-details [complex type]

    This is a complex type whose value must be valid JSON. The value can be provided as a string on the command line or passed in as a file using the file://path/to/file syntax.

    The --generate-param-json-input option can be used to generate an example of the JSON which must be provided. We recommend storing this example in a file, modifying it as needed and then passing it back in via the file:// syntax.

--wait-for-state [text]

    This operation asynchronously creates, modifies or deletes a resource and uses a work request to track the progress of the operation. Specify this option to perform the action and then wait until the work request reaches a certain state. Multiple states can be specified, returning on the first state. For example, --wait-for-state SUCCEEDED --wait-for-state FAILED would return on whichever lifecycle state is reached first. If timeout is reached, a return code of 2 is returned. For any other error, a return code of 1 is returned.

    Accepted values are:

    ACCEPTED, CANCELED, CANCELING, FAILED, IN_PROGRESS, SUCCEEDED

--wait-interval-seconds [integer]

    Check every --wait-interval-seconds to see whether the work request to see if it has reached the state defined by --wait-for-state. Defaults to 30 seconds.

  Global Parameters

Use oci --help for help on global parameters.

--auth-purpose, --auth, --cert-bundle, --cli-rc-file, --config-file, --debug, --defaults-file, --endpoint, --generate-full-command-json-input, --generate-param-json-input, --help, --latest-version, --max-retries, --no-retry, --opc-client-request-id, --opc-request-id, --output, --profile, --query, --raw-output, --region, --release-info, --request-id, --version, -?, -d, -h, -v

  Examples

Copy and paste the following example into a JSON file, replacing the example parameters with your own.

    oci data-science model-deployment create --generate-param-json-input model-deployment-configuration-details > model-deployment-configuration-details.json

Copy the following CLI commands into a file named example.sh. Run the command by typing “bash example.sh” and replacing the example parameters with your own.

Please note this sample will only work in the POSIX-compliant bash-like shell. You need to set up the OCI configuration <https://docs.oracle.com/en-us/iaas/Content/API/SDKDocs/cliinstall.htm#configfile> and appropriate security policies <https://docs.oracle.com/en-us/iaas/Content/Identity/Concepts/policygetstarted.htm> before trying the examples.

    export compartment_id=<substitute-value-of-compartment_id> # https://docs.cloud.oracle.com/en-us/iaas/tools/oci-cli/latest/oci_cli_docs/cmdref/data-science/project/create.html#cmdoption-compartment-id
    project_id=$(oci data-science project create --compartment-id $compartment_id --query data.id --raw-output)
    model_deployment_id=$(oci data-science model-deployment create --compartment-id $compartment_id --model-deployment-configuration-details file://model-deployment-configuration-details.json --project-id $project_id --query data.id --raw-output)
    oci data-science model-deployment update --model-deployment-id $model_deployment_id

  model-deployment-shape

  Description

The compute shape used to launch a model deployment compute instance.

  Available Commands

•   list

  list

•   Description

•   Usage

•   Required Parameters

•   Optional Parameters

•   Global Parameters

•   Examples

  Description

Lists the valid model deployment shapes.

  Usage

oci data-science model-deployment-shape list [OPTIONS]

  Required Parameters

--compartment-id, -c [text]

    <b>Filter</b> results by the OCID <https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm> of the compartment.

  Optional Parameters

--all

    Fetches all pages of results. If you provide this option, then you cannot provide the --limit option.

--from-json [text]

    Provide input to this command as a JSON document from a file using the file://path-to/file syntax.

    The --generate-full-command-json-input option can be used to generate a sample json file to be used with this command option. The key names are pre-populated and match the command option names (converted to camelCase format, e.g. compartment-id –> compartmentId), while the values of the keys need to be populated by the user before using the sample file as an input to this command. For any command option that accepts multiple values, the value of the key can be a JSON array.

    Options can still be provided on the command line. If an option exists in both the JSON document and the command line then the command line specified value will be used.

    For examples on usage of this option, please see our “using CLI with advanced JSON options” link: https://docs.cloud.oracle.com/iaas/Content/API/SDKDocs/cliusing.htm#AdvancedJSONOptions

--limit [integer]

    For list pagination. The maximum number of results per page, or items to return in a paginated “List” call. 1 is the minimum, 1000 is the maximum. See List Pagination <https://docs.cloud.oracle.com/iaas/Content/General/Concepts/usingapi.htm#nine>.

    Example:

    500

--page [text]

    For list pagination. The value of the opc-next-page response header from the previous “List” call.

    See List Pagination <https://docs.cloud.oracle.com/iaas/Content/General/Concepts/usingapi.htm#nine>.

--page-size [integer]

    When fetching results, the number of results to fetch per call. Only valid when used with --all or --limit, and ignored otherwise.

  Global Parameters

Use oci --help for help on global parameters.

--auth-purpose, --auth, --cert-bundle, --cli-rc-file, --config-file, --debug, --defaults-file, --endpoint, --generate-full-command-json-input, --generate-param-json-input, --help, --latest-version, --max-retries, --no-retry, --opc-client-request-id, --opc-request-id, --output, --profile, --query, --raw-output, --region, --release-info, --request-id, --version, -?, -d, -h, -v

  Examples

Copy the following CLI commands into a file named example.sh. Run the command by typing “bash example.sh” and replacing the example parameters with your own.

Please note this sample will only work in the POSIX-compliant bash-like shell. You need to set up the OCI configuration <https://docs.oracle.com/en-us/iaas/Content/API/SDKDocs/cliinstall.htm#configfile> and appropriate security policies <https://docs.oracle.com/en-us/iaas/Content/Identity/Concepts/policygetstarted.htm> before trying the examples.

    export compartment_id=<substitute-value-of-compartment_id> # https://docs.cloud.oracle.com/en-us/iaas/tools/oci-cli/latest/oci_cli_docs/cmdref/data-science/model-deployment-shape/list.html#cmdoption-compartment-id
    oci data-science model-deployment-shape list --compartment-id $compartment_id

  notebook-session

  Description

Notebook sessions are interactive coding environments for data scientists.

  Available Commands

•   activate

•   change-compartment

•   create

•   deactivate

•   delete

•   get

•   list

•   update

  activate

•   Description

•   Usage

•   Required Parameters

•   Optional Parameters

•   Global Parameters

•   Examples

  Description

Activates the notebook session.

  Usage

oci data-science notebook-session activate [OPTIONS]

  Required Parameters

--notebook-session-id [text]

    The OCID <https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm> of the notebook session.

  Optional Parameters

--from-json [text]

    Provide input to this command as a JSON document from a file using the file://path-to/file syntax.

    The --generate-full-command-json-input option can be used to generate a sample json file to be used with this command option. The key names are pre-populated and match the command option names (converted to camelCase format, e.g. compartment-id –> compartmentId), while the values of the keys need to be populated by the user before using the sample file as an input to this command. For any command option that accepts multiple values, the value of the key can be a JSON array.

    Options can still be provided on the command line. If an option exists in both the JSON document and the command line then the command line specified value will be used.

    For examples on usage of this option, please see our “using CLI with advanced JSON options” link: https://docs.cloud.oracle.com/iaas/Content/API/SDKDocs/cliusing.htm#AdvancedJSONOptions

--if-match [text]

    For optimistic concurrency control. In the PUT or DELETE call for a resource, set the if-match parameter to the value of the etag from a previous GET or POST response for that resource. The resource is updated or deleted only if the etag you provide matches the resource’s current etag value.

--max-wait-seconds [integer]

    The maximum time to wait for the work request to reach the state defined by --wait-for-state. Defaults to 1200 seconds.

--wait-for-state [text]

    This operation asynchronously creates, modifies or deletes a resource and uses a work request to track the progress of the operation. Specify this option to perform the action and then wait until the work request reaches a certain state. Multiple states can be specified, returning on the first state. For example, --wait-for-state SUCCEEDED --wait-for-state FAILED would return on whichever lifecycle state is reached first. If timeout is reached, a return code of 2 is returned. For any other error, a return code of 1 is returned.

    Accepted values are:

    ACCEPTED, CANCELED, CANCELING, FAILED, IN_PROGRESS, SUCCEEDED

--wait-interval-seconds [integer]

    Check every --wait-interval-seconds to see whether the work request to see if it has reached the state defined by --wait-for-state. Defaults to 30 seconds.

  Global Parameters

Use oci --help for help on global parameters.

--auth-purpose, --auth, --cert-bundle, --cli-rc-file, --config-file, --debug, --defaults-file, --endpoint, --generate-full-command-json-input, --generate-param-json-input, --help, --latest-version, --max-retries, --no-retry, --opc-client-request-id, --opc-request-id, --output, --profile, --query, --raw-output, --region, --release-info, --request-id, --version, -?, -d, -h, -v

  Examples

Copy and paste the following example into a JSON file, replacing the example parameters with your own.

    oci data-science notebook-session create --generate-param-json-input configuration-details > configuration-details.json

Copy the following CLI commands into a file named example.sh. Run the command by typing “bash example.sh” and replacing the example parameters with your own.

Please note this sample will only work in the POSIX-compliant bash-like shell. You need to set up the OCI configuration <https://docs.oracle.com/en-us/iaas/Content/API/SDKDocs/cliinstall.htm#configfile> and appropriate security policies <https://docs.oracle.com/en-us/iaas/Content/Identity/Concepts/policygetstarted.htm> before trying the examples.

    export compartment_id=<substitute-value-of-compartment_id> # https://docs.cloud.oracle.com/en-us/iaas/tools/oci-cli/latest/oci_cli_docs/cmdref/data-science/project/create.html#cmdoption-compartment-id
    project_id=$(oci data-science project create --compartment-id $compartment_id --query data.id --raw-output)
    notebook_session_id=$(oci data-science notebook-session create --compartment-id $compartment_id --configuration-details file://configuration-details.json --project-id $project_id --query data.id --raw-output)
    oci data-science notebook-session activate --notebook-session-id $notebook_session_id

  change-compartment

•   Description

•   Usage

•   Required Parameters

•   Optional Parameters

•   Global Parameters

•   Examples

  Description

Moves a notebook session resource into a different compartment.

  Usage

oci data-science notebook-session change-compartment [OPTIONS]

  Required Parameters

--compartment-id, -c [text]

    The OCID <https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm> of the compartment where the resource should be moved.

--notebook-session-id [text]

    The OCID <https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm> of the notebook session.

  Optional Parameters

--from-json [text]

    Provide input to this command as a JSON document from a file using the file://path-to/file syntax.

    The --generate-full-command-json-input option can be used to generate a sample json file to be used with this command option. The key names are pre-populated and match the command option names (converted to camelCase format, e.g. compartment-id –> compartmentId), while the values of the keys need to be populated by the user before using the sample file as an input to this command. For any command option that accepts multiple values, the value of the key can be a JSON array.

    Options can still be provided on the command line. If an option exists in both the JSON document and the command line then the command line specified value will be used.

    For examples on usage of this option, please see our “using CLI with advanced JSON options” link: https://docs.cloud.oracle.com/iaas/Content/API/SDKDocs/cliusing.htm#AdvancedJSONOptions

--if-match [text]

    For optimistic concurrency control. In the PUT or DELETE call for a resource, set the if-match parameter to the value of the etag from a previous GET or POST response for that resource. The resource is updated or deleted only if the etag you provide matches the resource’s current etag value.

  Global Parameters

Use oci --help for help on global parameters.

--auth-purpose, --auth, --cert-bundle, --cli-rc-file, --config-file, --debug, --defaults-file, --endpoint, --generate-full-command-json-input, --generate-param-json-input, --help, --latest-version, --max-retries, --no-retry, --opc-client-request-id, --opc-request-id, --output, --profile, --query, --raw-output, --region, --release-info, --request-id, --version, -?, -d, -h, -v

  Examples

Copy and paste the following example into a JSON file, replacing the example parameters with your own.

    oci data-science notebook-session create --generate-param-json-input configuration-details > configuration-details.json

Copy the following CLI commands into a file named example.sh. Run the command by typing “bash example.sh” and replacing the example parameters with your own.

Please note this sample will only work in the POSIX-compliant bash-like shell. You need to set up the OCI configuration <https://docs.oracle.com/en-us/iaas/Content/API/SDKDocs/cliinstall.htm#configfile> and appropriate security policies <https://docs.oracle.com/en-us/iaas/Content/Identity/Concepts/policygetstarted.htm> before trying the examples.

    export compartment_id=<substitute-value-of-compartment_id> # https://docs.cloud.oracle.com/en-us/iaas/tools/oci-cli/latest/oci_cli_docs/cmdref/data-science/project/create.html#cmdoption-compartment-id
    project_id=$(oci data-science project create --compartment-id $compartment_id --query data.id --raw-output)
    notebook_session_id=$(oci data-science notebook-session create --compartment-id $compartment_id --configuration-details file://configuration-details.json --project-id $project_id --query data.id --raw-output)
    oci data-science notebook-session change-compartment --compartment-id $compartment_id --notebook-session-id $notebook_session_id

  create

•   Description

•   Usage

•   Required Parameters

•   Optional Parameters

•   Global Parameters

•   Examples

  Description

Creates a new notebook session.

  Usage

oci data-science notebook-session create [OPTIONS]

  Required Parameters

--compartment-id, -c [text]

    The OCID <https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm> of the compartment where you want to create the notebook session.

--configuration-details [complex type]

    This is a complex type whose value must be valid JSON. The value can be provided as a string on the command line or passed in as a file using the file://path/to/file syntax.

    The --generate-param-json-input option can be used to generate an example of the JSON which must be provided. We recommend storing this example in a file, modifying it as needed and then passing it back in via the file:// syntax.

--project-id [text]

    The OCID <https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm> of the project to associate with the notebook session.

  Optional Parameters

--defined-tags [complex type]

    Defined tags for this resource. Each key is predefined and scoped to a namespace. See Resource Tags <https://docs.cloud.oracle.com/Content/General/Concepts/resourcetags.htm>. Example: {“Operations”: {“CostCenter”: “42”}} This is a complex type whose value must be valid JSON. The value can be provided as a string on the command line or passed in as a file using the file://path/to/file syntax.

    The --generate-param-json-input option can be used to generate an example of the JSON which must be provided. We recommend storing this example in a file, modifying it as needed and then passing it back in via the file:// syntax.

--display-name [text]

    A user-friendly display name for the resource. It does not have to be unique and can be modified. Avoid entering confidential information. Example: My NotebookSession

--freeform-tags [complex type]

    Free-form tags for this resource. Each tag is a simple key-value pair with no predefined name, type, or namespace. See Resource Tags <https://docs.cloud.oracle.com/Content/General/Concepts/resourcetags.htm>. Example: {“Department”: “Finance”} This is a complex type whose value must be valid JSON. The value can be provided as a string on the command line or passed in as a file using the file://path/to/file syntax.

    The --generate-param-json-input option can be used to generate an example of the JSON which must be provided. We recommend storing this example in a file, modifying it as needed and then passing it back in via the file:// syntax.

--from-json [text]

    Provide input to this command as a JSON document from a file using the file://path-to/file syntax.

    The --generate-full-command-json-input option can be used to generate a sample json file to be used with this command option. The key names are pre-populated and match the command option names (converted to camelCase format, e.g. compartment-id –> compartmentId), while the values of the keys need to be populated by the user before using the sample file as an input to this command. For any command option that accepts multiple values, the value of the key can be a JSON array.

    Options can still be provided on the command line. If an option exists in both the JSON document and the command line then the command line specified value will be used.

    For examples on usage of this option, please see our “using CLI with advanced JSON options” link: https://docs.cloud.oracle.com/iaas/Content/API/SDKDocs/cliusing.htm#AdvancedJSONOptions

--max-wait-seconds [integer]

    The maximum time to wait for the work request to reach the state defined by --wait-for-state. Defaults to 1200 seconds.

--wait-for-state [text]

    This operation asynchronously creates, modifies or deletes a resource and uses a work request to track the progress of the operation. Specify this option to perform the action and then wait until the work request reaches a certain state. Multiple states can be specified, returning on the first state. For example, --wait-for-state SUCCEEDED --wait-for-state FAILED would return on whichever lifecycle state is reached first. If timeout is reached, a return code of 2 is returned. For any other error, a return code of 1 is returned.

    Accepted values are:

    ACCEPTED, CANCELED, CANCELING, FAILED, IN_PROGRESS, SUCCEEDED

--wait-interval-seconds [integer]

    Check every --wait-interval-seconds to see whether the work request to see if it has reached the state defined by --wait-for-state. Defaults to 30 seconds.

  Global Parameters

Use oci --help for help on global parameters.

--auth-purpose, --auth, --cert-bundle, --cli-rc-file, --config-file, --debug, --defaults-file, --endpoint, --generate-full-command-json-input, --generate-param-json-input, --help, --latest-version, --max-retries, --no-retry, --opc-client-request-id, --opc-request-id, --output, --profile, --query, --raw-output, --region, --release-info, --request-id, --version, -?, -d, -h, -v

  Examples

Copy and paste the following example into a JSON file, replacing the example parameters with your own.

    oci data-science notebook-session create --generate-param-json-input configuration-details > configuration-details.json

Copy the following CLI commands into a file named example.sh. Run the command by typing “bash example.sh” and replacing the example parameters with your own.

Please note this sample will only work in the POSIX-compliant bash-like shell. You need to set up the OCI configuration <https://docs.oracle.com/en-us/iaas/Content/API/SDKDocs/cliinstall.htm#configfile> and appropriate security policies <https://docs.oracle.com/en-us/iaas/Content/Identity/Concepts/policygetstarted.htm> before trying the examples.

    export compartment_id=<substitute-value-of-compartment_id> # https://docs.cloud.oracle.com/en-us/iaas/tools/oci-cli/latest/oci_cli_docs/cmdref/data-science/project/create.html#cmdoption-compartment-id
    project_id=$(oci data-science project create --compartment-id $compartment_id --query data.id --raw-output)
    oci data-science notebook-session create --compartment-id $compartment_id --configuration-details file://configuration-details.json --project-id $project_id

  deactivate

•   Description

•   Usage

•   Required Parameters

•   Optional Parameters

•   Global Parameters

•   Examples

  Description

Deactivates the notebook session.

  Usage

oci data-science notebook-session deactivate [OPTIONS]

  Required Parameters

--notebook-session-id [text]

    The OCID <https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm> of the notebook session.

  Optional Parameters

--from-json [text]

    Provide input to this command as a JSON document from a file using the file://path-to/file syntax.

    The --generate-full-command-json-input option can be used to generate a sample json file to be used with this command option. The key names are pre-populated and match the command option names (converted to camelCase format, e.g. compartment-id –> compartmentId), while the values of the keys need to be populated by the user before using the sample file as an input to this command. For any command option that accepts multiple values, the value of the key can be a JSON array.

    Options can still be provided on the command line. If an option exists in both the JSON document and the command line then the command line specified value will be used.

    For examples on usage of this option, please see our “using CLI with advanced JSON options” link: https://docs.cloud.oracle.com/iaas/Content/API/SDKDocs/cliusing.htm#AdvancedJSONOptions

--if-match [text]

    For optimistic concurrency control. In the PUT or DELETE call for a resource, set the if-match parameter to the value of the etag from a previous GET or POST response for that resource. The resource is updated or deleted only if the etag you provide matches the resource’s current etag value.

--max-wait-seconds [integer]

    The maximum time to wait for the work request to reach the state defined by --wait-for-state. Defaults to 1200 seconds.

--wait-for-state [text]

    This operation asynchronously creates, modifies or deletes a resource and uses a work request to track the progress of the operation. Specify this option to perform the action and then wait until the work request reaches a certain state. Multiple states can be specified, returning on the first state. For example, --wait-for-state SUCCEEDED --wait-for-state FAILED would return on whichever lifecycle state is reached first. If timeout is reached, a return code of 2 is returned. For any other error, a return code of 1 is returned.

    Accepted values are:

    ACCEPTED, CANCELED, CANCELING, FAILED, IN_PROGRESS, SUCCEEDED

--wait-interval-seconds [integer]

    Check every --wait-interval-seconds to see whether the work request to see if it has reached the state defined by --wait-for-state. Defaults to 30 seconds.

  Global Parameters

Use oci --help for help on global parameters.

--auth-purpose, --auth, --cert-bundle, --cli-rc-file, --config-file, --debug, --defaults-file, --endpoint, --generate-full-command-json-input, --generate-param-json-input, --help, --latest-version, --max-retries, --no-retry, --opc-client-request-id, --opc-request-id, --output, --profile, --query, --raw-output, --region, --release-info, --request-id, --version, -?, -d, -h, -v

  Examples

Copy and paste the following example into a JSON file, replacing the example parameters with your own.

    oci data-science notebook-session create --generate-param-json-input configuration-details > configuration-details.json

Copy the following CLI commands into a file named example.sh. Run the command by typing “bash example.sh” and replacing the example parameters with your own.

Please note this sample will only work in the POSIX-compliant bash-like shell. You need to set up the OCI configuration <https://docs.oracle.com/en-us/iaas/Content/API/SDKDocs/cliinstall.htm#configfile> and appropriate security policies <https://docs.oracle.com/en-us/iaas/Content/Identity/Concepts/policygetstarted.htm> before trying the examples.

    export compartment_id=<substitute-value-of-compartment_id> # https://docs.cloud.oracle.com/en-us/iaas/tools/oci-cli/latest/oci_cli_docs/cmdref/data-science/project/create.html#cmdoption-compartment-id
    project_id=$(oci data-science project create --compartment-id $compartment_id --query data.id --raw-output)
    notebook_session_id=$(oci data-science notebook-session create --compartment-id $compartment_id --configuration-details file://configuration-details.json --project-id $project_id --query data.id --raw-output)
    oci data-science notebook-session deactivate --notebook-session-id $notebook_session_id

  delete

•   Description

•   Usage

•   Required Parameters

•   Optional Parameters

•   Global Parameters

•   Examples

  Description

Deletes the specified notebook session. Any unsaved work in this notebook session are lost.

  Usage

oci data-science notebook-session delete [OPTIONS]

  Required Parameters

--notebook-session-id [text]

    The OCID <https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm> of the notebook session.

  Optional Parameters

--force

    Perform deletion without prompting for confirmation.

--from-json [text]

    Provide input to this command as a JSON document from a file using the file://path-to/file syntax.

    The --generate-full-command-json-input option can be used to generate a sample json file to be used with this command option. The key names are pre-populated and match the command option names (converted to camelCase format, e.g. compartment-id –> compartmentId), while the values of the keys need to be populated by the user before using the sample file as an input to this command. For any command option that accepts multiple values, the value of the key can be a JSON array.

    Options can still be provided on the command line. If an option exists in both the JSON document and the command line then the command line specified value will be used.

    For examples on usage of this option, please see our “using CLI with advanced JSON options” link: https://docs.cloud.oracle.com/iaas/Content/API/SDKDocs/cliusing.htm#AdvancedJSONOptions

--if-match [text]

    For optimistic concurrency control. In the PUT or DELETE call for a resource, set the if-match parameter to the value of the etag from a previous GET or POST response for that resource. The resource is updated or deleted only if the etag you provide matches the resource’s current etag value.

--max-wait-seconds [integer]

    The maximum time to wait for the work request to reach the state defined by --wait-for-state. Defaults to 1200 seconds.

--wait-for-state [text]

    This operation asynchronously creates, modifies or deletes a resource and uses a work request to track the progress of the operation. Specify this option to perform the action and then wait until the work request reaches a certain state. Multiple states can be specified, returning on the first state. For example, --wait-for-state SUCCEEDED --wait-for-state FAILED would return on whichever lifecycle state is reached first. If timeout is reached, a return code of 2 is returned. For any other error, a return code of 1 is returned.

    Accepted values are:

    ACCEPTED, CANCELED, CANCELING, FAILED, IN_PROGRESS, SUCCEEDED

--wait-interval-seconds [integer]

    Check every --wait-interval-seconds to see whether the work request to see if it has reached the state defined by --wait-for-state. Defaults to 30 seconds.

  Global Parameters

Use oci --help for help on global parameters.

--auth-purpose, --auth, --cert-bundle, --cli-rc-file, --config-file, --debug, --defaults-file, --endpoint, --generate-full-command-json-input, --generate-param-json-input, --help, --latest-version, --max-retries, --no-retry, --opc-client-request-id, --opc-request-id, --output, --profile, --query, --raw-output, --region, --release-info, --request-id, --version, -?, -d, -h, -v

  Examples

Copy and paste the following example into a JSON file, replacing the example parameters with your own.

    oci data-science notebook-session create --generate-param-json-input configuration-details > configuration-details.json

Copy the following CLI commands into a file named example.sh. Run the command by typing “bash example.sh” and replacing the example parameters with your own.

Please note this sample will only work in the POSIX-compliant bash-like shell. You need to set up the OCI configuration <https://docs.oracle.com/en-us/iaas/Content/API/SDKDocs/cliinstall.htm#configfile> and appropriate security policies <https://docs.oracle.com/en-us/iaas/Content/Identity/Concepts/policygetstarted.htm> before trying the examples.

    export compartment_id=<substitute-value-of-compartment_id> # https://docs.cloud.oracle.com/en-us/iaas/tools/oci-cli/latest/oci_cli_docs/cmdref/data-science/project/create.html#cmdoption-compartment-id
    project_id=$(oci data-science project create --compartment-id $compartment_id --query data.id --raw-output)
    notebook_session_id=$(oci data-science notebook-session create --compartment-id $compartment_id --configuration-details file://configuration-details.json --project-id $project_id --query data.id --raw-output)
    oci data-science notebook-session delete --notebook-session-id $notebook_session_id

  get

•   Description

•   Usage

•   Required Parameters

•   Optional Parameters

•   Global Parameters

•   Examples

  Description

Gets the specified notebook session’s information.

  Usage

oci data-science notebook-session get [OPTIONS]

  Required Parameters

--notebook-session-id [text]

    The OCID <https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm> of the notebook session.

  Optional Parameters

--from-json [text]

    Provide input to this command as a JSON document from a file using the file://path-to/file syntax.

    The --generate-full-command-json-input option can be used to generate a sample json file to be used with this command option. The key names are pre-populated and match the command option names (converted to camelCase format, e.g. compartment-id –> compartmentId), while the values of the keys need to be populated by the user before using the sample file as an input to this command. For any command option that accepts multiple values, the value of the key can be a JSON array.

    Options can still be provided on the command line. If an option exists in both the JSON document and the command line then the command line specified value will be used.

    For examples on usage of this option, please see our “using CLI with advanced JSON options” link: https://docs.cloud.oracle.com/iaas/Content/API/SDKDocs/cliusing.htm#AdvancedJSONOptions

  Global Parameters

Use oci --help for help on global parameters.

--auth-purpose, --auth, --cert-bundle, --cli-rc-file, --config-file, --debug, --defaults-file, --endpoint, --generate-full-command-json-input, --generate-param-json-input, --help, --latest-version, --max-retries, --no-retry, --opc-client-request-id, --opc-request-id, --output, --profile, --query, --raw-output, --region, --release-info, --request-id, --version, -?, -d, -h, -v

  Examples

Copy and paste the following example into a JSON file, replacing the example parameters with your own.

    oci data-science notebook-session create --generate-param-json-input configuration-details > configuration-details.json

Copy the following CLI commands into a file named example.sh. Run the command by typing “bash example.sh” and replacing the example parameters with your own.

Please note this sample will only work in the POSIX-compliant bash-like shell. You need to set up the OCI configuration <https://docs.oracle.com/en-us/iaas/Content/API/SDKDocs/cliinstall.htm#configfile> and appropriate security policies <https://docs.oracle.com/en-us/iaas/Content/Identity/Concepts/policygetstarted.htm> before trying the examples.

    export compartment_id=<substitute-value-of-compartment_id> # https://docs.cloud.oracle.com/en-us/iaas/tools/oci-cli/latest/oci_cli_docs/cmdref/data-science/project/create.html#cmdoption-compartment-id
    project_id=$(oci data-science project create --compartment-id $compartment_id --query data.id --raw-output)
    notebook_session_id=$(oci data-science notebook-session create --compartment-id $compartment_id --configuration-details file://configuration-details.json --project-id $project_id --query data.id --raw-output)
    oci data-science notebook-session get --notebook-session-id $notebook_session_id

  list

•   Description

•   Usage

•   Required Parameters

•   Optional Parameters

•   Global Parameters

•   Examples

  Description

Lists the notebook sessions in the specified compartment.

  Usage

oci data-science notebook-session list [OPTIONS]

  Required Parameters

--compartment-id, -c [text]

    <b>Filter</b> results by the OCID <https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm> of the compartment.

  Optional Parameters

--all

    Fetches all pages of results. If you provide this option, then you cannot provide the --limit option.

--created-by [text]

    <b>Filter</b> results by the OCID <https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm> of the user who created the resource.

--display-name [text]

    <b>Filter</b> results by its user-friendly name.

--from-json [text]

    Provide input to this command as a JSON document from a file using the file://path-to/file syntax.

    The --generate-full-command-json-input option can be used to generate a sample json file to be used with this command option. The key names are pre-populated and match the command option names (converted to camelCase format, e.g. compartment-id –> compartmentId), while the values of the keys need to be populated by the user before using the sample file as an input to this command. For any command option that accepts multiple values, the value of the key can be a JSON array.

    Options can still be provided on the command line. If an option exists in both the JSON document and the command line then the command line specified value will be used.

    For examples on usage of this option, please see our “using CLI with advanced JSON options” link: https://docs.cloud.oracle.com/iaas/Content/API/SDKDocs/cliusing.htm#AdvancedJSONOptions

--id [text]

    <b>Filter</b> results by OCID <https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm>. Must be an OCID of the correct type for the resource type.

--lifecycle-state [text]

    <b>Filter</b> results by the specified lifecycle state. Must be a valid state for the resource type.

    Accepted values are:

    ACTIVE, CREATING, DELETED, DELETING, FAILED, INACTIVE, UPDATING

--limit [integer]

    For list pagination. The maximum number of results per page, or items to return in a paginated “List” call. 1 is the minimum, 1000 is the maximum. See List Pagination <https://docs.cloud.oracle.com/iaas/Content/General/Concepts/usingapi.htm#nine>.

    Example:

    500

--page [text]

    For list pagination. The value of the opc-next-page response header from the previous “List” call.

    See List Pagination <https://docs.cloud.oracle.com/iaas/Content/General/Concepts/usingapi.htm#nine>.

--page-size [integer]

    When fetching results, the number of results to fetch per call. Only valid when used with --all or --limit, and ignored otherwise.

--project-id [text]

    <b>Filter</b> results by the OCID <https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm> of the project.

--sort-by [text]

    Specifies the field to sort by. Accepts only one field. By default, when you sort by timeCreated, the results are shown in descending order. When you sort by displayName, results are shown in ascending order. Sort order for the displayName field is case sensitive.

    Accepted values are:

    displayName, timeCreated

--sort-order [text]

    Specifies sort order to use, either ASC (ascending) or DESC (descending).

    Accepted values are:

    ASC, DESC

  Global Parameters

Use oci --help for help on global parameters.

--auth-purpose, --auth, --cert-bundle, --cli-rc-file, --config-file, --debug, --defaults-file, --endpoint, --generate-full-command-json-input, --generate-param-json-input, --help, --latest-version, --max-retries, --no-retry, --opc-client-request-id, --opc-request-id, --output, --profile, --query, --raw-output, --region, --release-info, --request-id, --version, -?, -d, -h, -v

  Examples

Copy the following CLI commands into a file named example.sh. Run the command by typing “bash example.sh” and replacing the example parameters with your own.

Please note this sample will only work in the POSIX-compliant bash-like shell. You need to set up the OCI configuration <https://docs.oracle.com/en-us/iaas/Content/API/SDKDocs/cliinstall.htm#configfile> and appropriate security policies <https://docs.oracle.com/en-us/iaas/Content/Identity/Concepts/policygetstarted.htm> before trying the examples.

    export compartment_id=<substitute-value-of-compartment_id> # https://docs.cloud.oracle.com/en-us/iaas/tools/oci-cli/latest/oci_cli_docs/cmdref/data-science/notebook-session/list.html#cmdoption-compartment-id
    oci data-science notebook-session list --compartment-id $compartment_id

  update

•   Description

•   Usage

•   Required Parameters

•   Optional Parameters

•   Global Parameters

•   Examples

  Description

Updates the properties of a notebook session. You can update the displayName, freeformTags, and definedTags properties. When the notebook session is in the INACTIVE lifecycle state, you can update notebookSessionConfigurationDetails and change shape, subnetId, and blockStorageSizeInGBs. Changes to the notebookSessionConfigurationDetails take effect the next time the ActivateNotebookSession action is invoked on the notebook session resource.

  Usage

oci data-science notebook-session update [OPTIONS]

  Required Parameters

--notebook-session-id [text]

    The OCID <https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm> of the notebook session.

  Optional Parameters

--configuration-details [complex type]

    This is a complex type whose value must be valid JSON. The value can be provided as a string on the command line or passed in as a file using the file://path/to/file syntax.

    The --generate-param-json-input option can be used to generate an example of the JSON which must be provided. We recommend storing this example in a file, modifying it as needed and then passing it back in via the file:// syntax.

--defined-tags [complex type]

    Defined tags for this resource. Each key is predefined and scoped to a namespace. See Resource Tags <https://docs.cloud.oracle.com/Content/General/Concepts/resourcetags.htm>. Example: {“Operations”: {“CostCenter”: “42”}} This is a complex type whose value must be valid JSON. The value can be provided as a string on the command line or passed in as a file using the file://path/to/file syntax.

    The --generate-param-json-input option can be used to generate an example of the JSON which must be provided. We recommend storing this example in a file, modifying it as needed and then passing it back in via the file:// syntax.

--display-name [text]

    A user-friendly display name for the resource. It does not have to be unique and can be modified. Avoid entering confidential information. Example: My NotebookSession

--force

    Perform update without prompting for confirmation.

--freeform-tags [complex type]

    Free-form tags for this resource. Each tag is a simple key-value pair with no predefined name, type, or namespace. See Resource Tags <https://docs.cloud.oracle.com/Content/General/Concepts/resourcetags.htm>. Example: {“Department”: “Finance”} This is a complex type whose value must be valid JSON. The value can be provided as a string on the command line or passed in as a file using the file://path/to/file syntax.

    The --generate-param-json-input option can be used to generate an example of the JSON which must be provided. We recommend storing this example in a file, modifying it as needed and then passing it back in via the file:// syntax.

--from-json [text]

    Provide input to this command as a JSON document from a file using the file://path-to/file syntax.

    The --generate-full-command-json-input option can be used to generate a sample json file to be used with this command option. The key names are pre-populated and match the command option names (converted to camelCase format, e.g. compartment-id –> compartmentId), while the values of the keys need to be populated by the user before using the sample file as an input to this command. For any command option that accepts multiple values, the value of the key can be a JSON array.

    Options can still be provided on the command line. If an option exists in both the JSON document and the command line then the command line specified value will be used.

    For examples on usage of this option, please see our “using CLI with advanced JSON options” link: https://docs.cloud.oracle.com/iaas/Content/API/SDKDocs/cliusing.htm#AdvancedJSONOptions

--if-match [text]

    For optimistic concurrency control. In the PUT or DELETE call for a resource, set the if-match parameter to the value of the etag from a previous GET or POST response for that resource. The resource is updated or deleted only if the etag you provide matches the resource’s current etag value.

--max-wait-seconds [integer]

    The maximum time to wait for the resource to reach the lifecycle state defined by --wait-for-state. Defaults to 1200 seconds.

--wait-for-state [text]

    This operation creates, modifies or deletes a resource that has a defined lifecycle state. Specify this option to perform the action and then wait until the resource reaches a given lifecycle state. Multiple states can be specified, returning on the first state. For example, --wait-for-state SUCCEEDED --wait-for-state FAILED would return on whichever lifecycle state is reached first. If timeout is reached, a return code of 2 is returned. For any other error, a return code of 1 is returned.

    Accepted values are:

    ACTIVE, CREATING, DELETED, DELETING, FAILED, INACTIVE, UPDATING

--wait-interval-seconds [integer]

    Check every --wait-interval-seconds to see whether the resource to see if it has reached the lifecycle state defined by --wait-for-state. Defaults to 30 seconds.

  Global Parameters

Use oci --help for help on global parameters.

--auth-purpose, --auth, --cert-bundle, --cli-rc-file, --config-file, --debug, --defaults-file, --endpoint, --generate-full-command-json-input, --generate-param-json-input, --help, --latest-version, --max-retries, --no-retry, --opc-client-request-id, --opc-request-id, --output, --profile, --query, --raw-output, --region, --release-info, --request-id, --version, -?, -d, -h, -v

  Examples

Copy and paste the following example into a JSON file, replacing the example parameters with your own.

    oci data-science notebook-session create --generate-param-json-input configuration-details > configuration-details.json

Copy the following CLI commands into a file named example.sh. Run the command by typing “bash example.sh” and replacing the example parameters with your own.

Please note this sample will only work in the POSIX-compliant bash-like shell. You need to set up the OCI configuration <https://docs.oracle.com/en-us/iaas/Content/API/SDKDocs/cliinstall.htm#configfile> and appropriate security policies <https://docs.oracle.com/en-us/iaas/Content/Identity/Concepts/policygetstarted.htm> before trying the examples.

    export compartment_id=<substitute-value-of-compartment_id> # https://docs.cloud.oracle.com/en-us/iaas/tools/oci-cli/latest/oci_cli_docs/cmdref/data-science/project/create.html#cmdoption-compartment-id
    project_id=$(oci data-science project create --compartment-id $compartment_id --query data.id --raw-output)
    notebook_session_id=$(oci data-science notebook-session create --compartment-id $compartment_id --configuration-details file://configuration-details.json --project-id $project_id --query data.id --raw-output)
    oci data-science notebook-session update --notebook-session-id $notebook_session_id

  notebook-session-shape

  Description

The compute shape used to launch a notebook session compute instance.

  Available Commands

•   list

  list

•   Description

•   Usage

•   Required Parameters

•   Optional Parameters

•   Global Parameters

•   Examples

  Description

Lists the valid notebook session shapes.

  Usage

oci data-science notebook-session-shape list [OPTIONS]

  Required Parameters

--compartment-id, -c [text]

    <b>Filter</b> results by the OCID <https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm> of the compartment.

  Optional Parameters

--all

    Fetches all pages of results. If you provide this option, then you cannot provide the --limit option.

--from-json [text]

    Provide input to this command as a JSON document from a file using the file://path-to/file syntax.

    The --generate-full-command-json-input option can be used to generate a sample json file to be used with this command option. The key names are pre-populated and match the command option names (converted to camelCase format, e.g. compartment-id –> compartmentId), while the values of the keys need to be populated by the user before using the sample file as an input to this command. For any command option that accepts multiple values, the value of the key can be a JSON array.

    Options can still be provided on the command line. If an option exists in both the JSON document and the command line then the command line specified value will be used.

    For examples on usage of this option, please see our “using CLI with advanced JSON options” link: https://docs.cloud.oracle.com/iaas/Content/API/SDKDocs/cliusing.htm#AdvancedJSONOptions

--limit [integer]

    For list pagination. The maximum number of results per page, or items to return in a paginated “List” call. 1 is the minimum, 1000 is the maximum. See List Pagination <https://docs.cloud.oracle.com/iaas/Content/General/Concepts/usingapi.htm#nine>.

    Example:

    500

--page [text]

    For list pagination. The value of the opc-next-page response header from the previous “List” call.

    See List Pagination <https://docs.cloud.oracle.com/iaas/Content/General/Concepts/usingapi.htm#nine>.

--page-size [integer]

    When fetching results, the number of results to fetch per call. Only valid when used with --all or --limit, and ignored otherwise.

  Global Parameters

Use oci --help for help on global parameters.

--auth-purpose, --auth, --cert-bundle, --cli-rc-file, --config-file, --debug, --defaults-file, --endpoint, --generate-full-command-json-input, --generate-param-json-input, --help, --latest-version, --max-retries, --no-retry, --opc-client-request-id, --opc-request-id, --output, --profile, --query, --raw-output, --region, --release-info, --request-id, --version, -?, -d, -h, -v

  Examples

Copy the following CLI commands into a file named example.sh. Run the command by typing “bash example.sh” and replacing the example parameters with your own.

Please note this sample will only work in the POSIX-compliant bash-like shell. You need to set up the OCI configuration <https://docs.oracle.com/en-us/iaas/Content/API/SDKDocs/cliinstall.htm#configfile> and appropriate security policies <https://docs.oracle.com/en-us/iaas/Content/Identity/Concepts/policygetstarted.htm> before trying the examples.

    export compartment_id=<substitute-value-of-compartment_id> # https://docs.cloud.oracle.com/en-us/iaas/tools/oci-cli/latest/oci_cli_docs/cmdref/data-science/notebook-session-shape/list.html#cmdoption-compartment-id
    oci data-science notebook-session-shape list --compartment-id $compartment_id

  project

  Description

Projects enable users to organize their data science work.

  Available Commands

•   change-compartment

•   create

•   delete

•   get

•   list

•   update

  change-compartment

•   Description

•   Usage

•   Required Parameters

•   Optional Parameters

•   Global Parameters

•   Examples

  Description

Moves a project resource into a different compartment.

  Usage

oci data-science project change-compartment [OPTIONS]

  Required Parameters

--compartment-id, -c [text]

    The OCID <https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm> of the compartment where the resource should be moved.

--project-id [text]

    The OCID <https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm> of the project.

  Optional Parameters

--from-json [text]

    Provide input to this command as a JSON document from a file using the file://path-to/file syntax.

    The --generate-full-command-json-input option can be used to generate a sample json file to be used with this command option. The key names are pre-populated and match the command option names (converted to camelCase format, e.g. compartment-id –> compartmentId), while the values of the keys need to be populated by the user before using the sample file as an input to this command. For any command option that accepts multiple values, the value of the key can be a JSON array.

    Options can still be provided on the command line. If an option exists in both the JSON document and the command line then the command line specified value will be used.

    For examples on usage of this option, please see our “using CLI with advanced JSON options” link: https://docs.cloud.oracle.com/iaas/Content/API/SDKDocs/cliusing.htm#AdvancedJSONOptions

--if-match [text]

    For optimistic concurrency control. In the PUT or DELETE call for a resource, set the if-match parameter to the value of the etag from a previous GET or POST response for that resource. The resource is updated or deleted only if the etag you provide matches the resource’s current etag value.

  Global Parameters

Use oci --help for help on global parameters.

--auth-purpose, --auth, --cert-bundle, --cli-rc-file, --config-file, --debug, --defaults-file, --endpoint, --generate-full-command-json-input, --generate-param-json-input, --help, --latest-version, --max-retries, --no-retry, --opc-client-request-id, --opc-request-id, --output, --profile, --query, --raw-output, --region, --release-info, --request-id, --version, -?, -d, -h, -v

  Examples

Copy the following CLI commands into a file named example.sh. Run the command by typing “bash example.sh” and replacing the example parameters with your own.

Please note this sample will only work in the POSIX-compliant bash-like shell. You need to set up the OCI configuration <https://docs.oracle.com/en-us/iaas/Content/API/SDKDocs/cliinstall.htm#configfile> and appropriate security policies <https://docs.oracle.com/en-us/iaas/Content/Identity/Concepts/policygetstarted.htm> before trying the examples.

    export compartment_id=<substitute-value-of-compartment_id> # https://docs.cloud.oracle.com/en-us/iaas/tools/oci-cli/latest/oci_cli_docs/cmdref/data-science/project/create.html#cmdoption-compartment-id
    project_id=$(oci data-science project create --compartment-id $compartment_id --query data.id --raw-output)
    oci data-science project change-compartment --compartment-id $compartment_id --project-id $project_id

  create

•   Description

•   Usage

•   Required Parameters

•   Optional Parameters

•   Global Parameters

•   Examples

  Description

Creates a new project.

  Usage

oci data-science project create [OPTIONS]

  Required Parameters

--compartment-id, -c [text]

    The OCID <https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm> of the compartment to create the project in.

  Optional Parameters

--defined-tags [complex type]

    Defined tags for this resource. Each key is predefined and scoped to a namespace. See Resource Tags <https://docs.cloud.oracle.com/Content/General/Concepts/resourcetags.htm>. Example: {“Operations”: {“CostCenter”: “42”}} This is a complex type whose value must be valid JSON. The value can be provided as a string on the command line or passed in as a file using the file://path/to/file syntax.

    The --generate-param-json-input option can be used to generate an example of the JSON which must be provided. We recommend storing this example in a file, modifying it as needed and then passing it back in via the file:// syntax.

--description [text]

    A short description of the project.

--display-name [text]

    A user-friendly display name for the resource. It does not have to be unique and can be modified. Avoid entering confidential information.

--freeform-tags [complex type]

    Free-form tags for this resource. Each tag is a simple key-value pair with no predefined name, type, or namespace. See Resource Tags <https://docs.cloud.oracle.com/Content/General/Concepts/resourcetags.htm>. Example: {“Department”: “Finance”} This is a complex type whose value must be valid JSON. The value can be provided as a string on the command line or passed in as a file using the file://path/to/file syntax.

    The --generate-param-json-input option can be used to generate an example of the JSON which must be provided. We recommend storing this example in a file, modifying it as needed and then passing it back in via the file:// syntax.

--from-json [text]

    Provide input to this command as a JSON document from a file using the file://path-to/file syntax.

    The --generate-full-command-json-input option can be used to generate a sample json file to be used with this command option. The key names are pre-populated and match the command option names (converted to camelCase format, e.g. compartment-id –> compartmentId), while the values of the keys need to be populated by the user before using the sample file as an input to this command. For any command option that accepts multiple values, the value of the key can be a JSON array.

    Options can still be provided on the command line. If an option exists in both the JSON document and the command line then the command line specified value will be used.

    For examples on usage of this option, please see our “using CLI with advanced JSON options” link: https://docs.cloud.oracle.com/iaas/Content/API/SDKDocs/cliusing.htm#AdvancedJSONOptions

--max-wait-seconds [integer]

    The maximum time to wait for the resource to reach the lifecycle state defined by --wait-for-state. Defaults to 1200 seconds.

--wait-for-state [text]

    This operation creates, modifies or deletes a resource that has a defined lifecycle state. Specify this option to perform the action and then wait until the resource reaches a given lifecycle state. Multiple states can be specified, returning on the first state. For example, --wait-for-state SUCCEEDED --wait-for-state FAILED would return on whichever lifecycle state is reached first. If timeout is reached, a return code of 2 is returned. For any other error, a return code of 1 is returned.

    Accepted values are:

    ACTIVE, DELETED, DELETING

--wait-interval-seconds [integer]

    Check every --wait-interval-seconds to see whether the resource to see if it has reached the lifecycle state defined by --wait-for-state. Defaults to 30 seconds.

  Global Parameters

Use oci --help for help on global parameters.

--auth-purpose, --auth, --cert-bundle, --cli-rc-file, --config-file, --debug, --defaults-file, --endpoint, --generate-full-command-json-input, --generate-param-json-input, --help, --latest-version, --max-retries, --no-retry, --opc-client-request-id, --opc-request-id, --output, --profile, --query, --raw-output, --region, --release-info, --request-id, --version, -?, -d, -h, -v

  Examples

Copy the following CLI commands into a file named example.sh. Run the command by typing “bash example.sh” and replacing the example parameters with your own.

Please note this sample will only work in the POSIX-compliant bash-like shell. You need to set up the OCI configuration <https://docs.oracle.com/en-us/iaas/Content/API/SDKDocs/cliinstall.htm#configfile> and appropriate security policies <https://docs.oracle.com/en-us/iaas/Content/Identity/Concepts/policygetstarted.htm> before trying the examples.

    export compartment_id=<substitute-value-of-compartment_id> # https://docs.cloud.oracle.com/en-us/iaas/tools/oci-cli/latest/oci_cli_docs/cmdref/data-science/project/create.html#cmdoption-compartment-id
    oci data-science project create --compartment-id $compartment_id

  delete

•   Description

•   Usage

•   Required Parameters

•   Optional Parameters

•   Global Parameters

•   Examples

  Description

Deletes the specified project. This operation fails unless all associated resources (notebook sessions or models) are in a DELETED state. You must delete all associated resources before deleting a project.

  Usage

oci data-science project delete [OPTIONS]

  Required Parameters

--project-id [text]

    The OCID <https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm> of the project.

  Optional Parameters

--force

    Perform deletion without prompting for confirmation.

--from-json [text]

    Provide input to this command as a JSON document from a file using the file://path-to/file syntax.

    The --generate-full-command-json-input option can be used to generate a sample json file to be used with this command option. The key names are pre-populated and match the command option names (converted to camelCase format, e.g. compartment-id –> compartmentId), while the values of the keys need to be populated by the user before using the sample file as an input to this command. For any command option that accepts multiple values, the value of the key can be a JSON array.

    Options can still be provided on the command line. If an option exists in both the JSON document and the command line then the command line specified value will be used.

    For examples on usage of this option, please see our “using CLI with advanced JSON options” link: https://docs.cloud.oracle.com/iaas/Content/API/SDKDocs/cliusing.htm#AdvancedJSONOptions

--if-match [text]

    For optimistic concurrency control. In the PUT or DELETE call for a resource, set the if-match parameter to the value of the etag from a previous GET or POST response for that resource. The resource is updated or deleted only if the etag you provide matches the resource’s current etag value.

--max-wait-seconds [integer]

    The maximum time to wait for the work request to reach the state defined by --wait-for-state. Defaults to 1200 seconds.

--wait-for-state [text]

    This operation asynchronously creates, modifies or deletes a resource and uses a work request to track the progress of the operation. Specify this option to perform the action and then wait until the work request reaches a certain state. Multiple states can be specified, returning on the first state. For example, --wait-for-state SUCCEEDED --wait-for-state FAILED would return on whichever lifecycle state is reached first. If timeout is reached, a return code of 2 is returned. For any other error, a return code of 1 is returned.

    Accepted values are:

    ACCEPTED, CANCELED, CANCELING, FAILED, IN_PROGRESS, SUCCEEDED

--wait-interval-seconds [integer]

    Check every --wait-interval-seconds to see whether the work request to see if it has reached the state defined by --wait-for-state. Defaults to 30 seconds.

  Global Parameters

Use oci --help for help on global parameters.

--auth-purpose, --auth, --cert-bundle, --cli-rc-file, --config-file, --debug, --defaults-file, --endpoint, --generate-full-command-json-input, --generate-param-json-input, --help, --latest-version, --max-retries, --no-retry, --opc-client-request-id, --opc-request-id, --output, --profile, --query, --raw-output, --region, --release-info, --request-id, --version, -?, -d, -h, -v

  Examples

Copy the following CLI commands into a file named example.sh. Run the command by typing “bash example.sh” and replacing the example parameters with your own.

Please note this sample will only work in the POSIX-compliant bash-like shell. You need to set up the OCI configuration <https://docs.oracle.com/en-us/iaas/Content/API/SDKDocs/cliinstall.htm#configfile> and appropriate security policies <https://docs.oracle.com/en-us/iaas/Content/Identity/Concepts/policygetstarted.htm> before trying the examples.

    export compartment_id=<substitute-value-of-compartment_id> # https://docs.cloud.oracle.com/en-us/iaas/tools/oci-cli/latest/oci_cli_docs/cmdref/data-science/project/create.html#cmdoption-compartment-id
    project_id=$(oci data-science project create --compartment-id $compartment_id --query data.id --raw-output)
    oci data-science project delete --project-id $project_id

  get

•   Description

•   Usage

•   Required Parameters

•   Optional Parameters

•   Global Parameters

•   Examples

  Description

Gets the specified project’s information.

  Usage

oci data-science project get [OPTIONS]

  Required Parameters

--project-id [text]

    The OCID <https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm> of the project.

  Optional Parameters

--from-json [text]

    Provide input to this command as a JSON document from a file using the file://path-to/file syntax.

    The --generate-full-command-json-input option can be used to generate a sample json file to be used with this command option. The key names are pre-populated and match the command option names (converted to camelCase format, e.g. compartment-id –> compartmentId), while the values of the keys need to be populated by the user before using the sample file as an input to this command. For any command option that accepts multiple values, the value of the key can be a JSON array.

    Options can still be provided on the command line. If an option exists in both the JSON document and the command line then the command line specified value will be used.

    For examples on usage of this option, please see our “using CLI with advanced JSON options” link: https://docs.cloud.oracle.com/iaas/Content/API/SDKDocs/cliusing.htm#AdvancedJSONOptions

  Global Parameters

Use oci --help for help on global parameters.

--auth-purpose, --auth, --cert-bundle, --cli-rc-file, --config-file, --debug, --defaults-file, --endpoint, --generate-full-command-json-input, --generate-param-json-input, --help, --latest-version, --max-retries, --no-retry, --opc-client-request-id, --opc-request-id, --output, --profile, --query, --raw-output, --region, --release-info, --request-id, --version, -?, -d, -h, -v

  Examples

Copy the following CLI commands into a file named example.sh. Run the command by typing “bash example.sh” and replacing the example parameters with your own.

Please note this sample will only work in the POSIX-compliant bash-like shell. You need to set up the OCI configuration <https://docs.oracle.com/en-us/iaas/Content/API/SDKDocs/cliinstall.htm#configfile> and appropriate security policies <https://docs.oracle.com/en-us/iaas/Content/Identity/Concepts/policygetstarted.htm> before trying the examples.

    export compartment_id=<substitute-value-of-compartment_id> # https://docs.cloud.oracle.com/en-us/iaas/tools/oci-cli/latest/oci_cli_docs/cmdref/data-science/project/create.html#cmdoption-compartment-id
    project_id=$(oci data-science project create --compartment-id $compartment_id --query data.id --raw-output)
    oci data-science project get --project-id $project_id

  list

•   Description

•   Usage

•   Required Parameters

•   Optional Parameters

•   Global Parameters

•   Examples

  Description

Lists projects in the specified compartment.

  Usage

oci data-science project list [OPTIONS]

  Required Parameters

--compartment-id, -c [text]

    <b>Filter</b> results by the OCID <https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm> of the compartment.

  Optional Parameters

--all

    Fetches all pages of results. If you provide this option, then you cannot provide the --limit option.

--created-by [text]

    <b>Filter</b> results by the OCID <https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm> of the user who created the resource.

--display-name [text]

    <b>Filter</b> results by its user-friendly name.

--from-json [text]

    Provide input to this command as a JSON document from a file using the file://path-to/file syntax.

    The --generate-full-command-json-input option can be used to generate a sample json file to be used with this command option. The key names are pre-populated and match the command option names (converted to camelCase format, e.g. compartment-id –> compartmentId), while the values of the keys need to be populated by the user before using the sample file as an input to this command. For any command option that accepts multiple values, the value of the key can be a JSON array.

    Options can still be provided on the command line. If an option exists in both the JSON document and the command line then the command line specified value will be used.

    For examples on usage of this option, please see our “using CLI with advanced JSON options” link: https://docs.cloud.oracle.com/iaas/Content/API/SDKDocs/cliusing.htm#AdvancedJSONOptions

--id [text]

    <b>Filter</b> results by OCID <https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm>. Must be an OCID of the correct type for the resource type.

--lifecycle-state [text]

    <b>Filter</b> results by the specified lifecycle state. Must be a valid state for the resource type.

    Accepted values are:

    ACTIVE, DELETED, DELETING

--limit [integer]

    For list pagination. The maximum number of results per page, or items to return in a paginated “List” call. 1 is the minimum, 1000 is the maximum. See List Pagination <https://docs.cloud.oracle.com/iaas/Content/General/Concepts/usingapi.htm#nine>.

    Example:

    500

--page [text]

    For list pagination. The value of the opc-next-page response header from the previous “List” call.

    See List Pagination <https://docs.cloud.oracle.com/iaas/Content/General/Concepts/usingapi.htm#nine>.

--page-size [integer]

    When fetching results, the number of results to fetch per call. Only valid when used with --all or --limit, and ignored otherwise.

--sort-by [text]

    Specifies the field to sort by. Accepts only one field. By default, when you sort by timeCreated, the results are shown in descending order. When you sort by displayName, the results are shown in ascending order. Sort order for the displayName field is case sensitive.

    Accepted values are:

    displayName, timeCreated

--sort-order [text]

    Specifies sort order to use, either ASC (ascending) or DESC (descending).

    Accepted values are:

    ASC, DESC

  Global Parameters

Use oci --help for help on global parameters.

--auth-purpose, --auth, --cert-bundle, --cli-rc-file, --config-file, --debug, --defaults-file, --endpoint, --generate-full-command-json-input, --generate-param-json-input, --help, --latest-version, --max-retries, --no-retry, --opc-client-request-id, --opc-request-id, --output, --profile, --query, --raw-output, --region, --release-info, --request-id, --version, -?, -d, -h, -v

  Examples

Copy the following CLI commands into a file named example.sh. Run the command by typing “bash example.sh” and replacing the example parameters with your own.

Please note this sample will only work in the POSIX-compliant bash-like shell. You need to set up the OCI configuration <https://docs.oracle.com/en-us/iaas/Content/API/SDKDocs/cliinstall.htm#configfile> and appropriate security policies <https://docs.oracle.com/en-us/iaas/Content/Identity/Concepts/policygetstarted.htm> before trying the examples.

    export compartment_id=<substitute-value-of-compartment_id> # https://docs.cloud.oracle.com/en-us/iaas/tools/oci-cli/latest/oci_cli_docs/cmdref/data-science/project/list.html#cmdoption-compartment-id
    oci data-science project list --compartment-id $compartment_id

  update

•   Description

•   Usage

•   Required Parameters

•   Optional Parameters

•   Global Parameters

•   Examples

  Description

Updates the properties of a project. You can update the displayName, description, freeformTags, and definedTags properties.

  Usage

oci data-science project update [OPTIONS]

  Required Parameters

--project-id [text]

    The OCID <https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm> of the project.

  Optional Parameters

--defined-tags [complex type]

    Defined tags for this resource. Each key is predefined and scoped to a namespace. See Resource Tags <https://docs.cloud.oracle.com/Content/General/Concepts/resourcetags.htm>. Example: {“Operations”: {“CostCenter”: “42”}} This is a complex type whose value must be valid JSON. The value can be provided as a string on the command line or passed in as a file using the file://path/to/file syntax.

    The --generate-param-json-input option can be used to generate an example of the JSON which must be provided. We recommend storing this example in a file, modifying it as needed and then passing it back in via the file:// syntax.

--description [text]

    A short description of the project.

--display-name [text]

    A user-friendly display name for the resource. It does not have to be unique and can be modified. Avoid entering confidential information.

--force

    Perform update without prompting for confirmation.

--freeform-tags [complex type]

    Free-form tags for this resource. Each tag is a simple key-value pair with no predefined name, type, or namespace. See Resource Tags <https://docs.cloud.oracle.com/Content/General/Concepts/resourcetags.htm>. Example: {“Department”: “Finance”} This is a complex type whose value must be valid JSON. The value can be provided as a string on the command line or passed in as a file using the file://path/to/file syntax.

    The --generate-param-json-input option can be used to generate an example of the JSON which must be provided. We recommend storing this example in a file, modifying it as needed and then passing it back in via the file:// syntax.

--from-json [text]

    Provide input to this command as a JSON document from a file using the file://path-to/file syntax.

    The --generate-full-command-json-input option can be used to generate a sample json file to be used with this command option. The key names are pre-populated and match the command option names (converted to camelCase format, e.g. compartment-id –> compartmentId), while the values of the keys need to be populated by the user before using the sample file as an input to this command. For any command option that accepts multiple values, the value of the key can be a JSON array.

    Options can still be provided on the command line. If an option exists in both the JSON document and the command line then the command line specified value will be used.

    For examples on usage of this option, please see our “using CLI with advanced JSON options” link: https://docs.cloud.oracle.com/iaas/Content/API/SDKDocs/cliusing.htm#AdvancedJSONOptions

--if-match [text]

    For optimistic concurrency control. In the PUT or DELETE call for a resource, set the if-match parameter to the value of the etag from a previous GET or POST response for that resource. The resource is updated or deleted only if the etag you provide matches the resource’s current etag value.

--max-wait-seconds [integer]

    The maximum time to wait for the resource to reach the lifecycle state defined by --wait-for-state. Defaults to 1200 seconds.

--wait-for-state [text]

    This operation creates, modifies or deletes a resource that has a defined lifecycle state. Specify this option to perform the action and then wait until the resource reaches a given lifecycle state. Multiple states can be specified, returning on the first state. For example, --wait-for-state SUCCEEDED --wait-for-state FAILED would return on whichever lifecycle state is reached first. If timeout is reached, a return code of 2 is returned. For any other error, a return code of 1 is returned.

    Accepted values are:

    ACTIVE, DELETED, DELETING

--wait-interval-seconds [integer]

    Check every --wait-interval-seconds to see whether the resource to see if it has reached the lifecycle state defined by --wait-for-state. Defaults to 30 seconds.

  Global Parameters

Use oci --help for help on global parameters.

--auth-purpose, --auth, --cert-bundle, --cli-rc-file, --config-file, --debug, --defaults-file, --endpoint, --generate-full-command-json-input, --generate-param-json-input, --help, --latest-version, --max-retries, --no-retry, --opc-client-request-id, --opc-request-id, --output, --profile, --query, --raw-output, --region, --release-info, --request-id, --version, -?, -d, -h, -v

  Examples

Copy the following CLI commands into a file named example.sh. Run the command by typing “bash example.sh” and replacing the example parameters with your own.

Please note this sample will only work in the POSIX-compliant bash-like shell. You need to set up the OCI configuration <https://docs.oracle.com/en-us/iaas/Content/API/SDKDocs/cliinstall.htm#configfile> and appropriate security policies <https://docs.oracle.com/en-us/iaas/Content/Identity/Concepts/policygetstarted.htm> before trying the examples.

    export compartment_id=<substitute-value-of-compartment_id> # https://docs.cloud.oracle.com/en-us/iaas/tools/oci-cli/latest/oci_cli_docs/cmdref/data-science/project/create.html#cmdoption-compartment-id
    project_id=$(oci data-science project create --compartment-id $compartment_id --query data.id --raw-output)
    oci data-science project update --project-id $project_id

  work-request

  Description

An asynchronous work request.

  Available Commands

•   cancel

•   get

•   list

•   list-work-request-errors

•   list-work-request-logs

  cancel

•   Description

•   Usage

•   Required Parameters

•   Optional Parameters

•   Global Parameters

•   Examples

  Description

Cancels a work request that has not started.

  Usage

oci data-science work-request cancel [OPTIONS]

  Required Parameters

--work-request-id [text]

    The OCID <https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm> of the work request.

  Optional Parameters

--force

    Perform deletion without prompting for confirmation.

--from-json [text]

    Provide input to this command as a JSON document from a file using the file://path-to/file syntax.

    The --generate-full-command-json-input option can be used to generate a sample json file to be used with this command option. The key names are pre-populated and match the command option names (converted to camelCase format, e.g. compartment-id –> compartmentId), while the values of the keys need to be populated by the user before using the sample file as an input to this command. For any command option that accepts multiple values, the value of the key can be a JSON array.

    Options can still be provided on the command line. If an option exists in both the JSON document and the command line then the command line specified value will be used.

    For examples on usage of this option, please see our “using CLI with advanced JSON options” link: https://docs.cloud.oracle.com/iaas/Content/API/SDKDocs/cliusing.htm#AdvancedJSONOptions

--if-match [text]

    For optimistic concurrency control. In the PUT or DELETE call for a resource, set the if-match parameter to the value of the etag from a previous GET or POST response for that resource. The resource is updated or deleted only if the etag you provide matches the resource’s current etag value.

  Global Parameters

Use oci --help for help on global parameters.

--auth-purpose, --auth, --cert-bundle, --cli-rc-file, --config-file, --debug, --defaults-file, --endpoint, --generate-full-command-json-input, --generate-param-json-input, --help, --latest-version, --max-retries, --no-retry, --opc-client-request-id, --opc-request-id, --output, --profile, --query, --raw-output, --region, --release-info, --request-id, --version, -?, -d, -h, -v

  Examples

Copy the following CLI commands into a file named example.sh. Run the command by typing “bash example.sh” and replacing the example parameters with your own.

Please note this sample will only work in the POSIX-compliant bash-like shell. You need to set up the OCI configuration <https://docs.oracle.com/en-us/iaas/Content/API/SDKDocs/cliinstall.htm#configfile> and appropriate security policies <https://docs.oracle.com/en-us/iaas/Content/Identity/Concepts/policygetstarted.htm> before trying the examples.

    export work_request_id=<substitute-value-of-work_request_id> # https://docs.cloud.oracle.com/en-us/iaas/tools/oci-cli/latest/oci_cli_docs/cmdref/data-science/work-request/cancel.html#cmdoption-work-request-id
    oci data-science work-request cancel --work-request-id $work_request_id

  get

•   Description

•   Usage

•   Required Parameters

•   Optional Parameters

•   Global Parameters

•   Examples

  Description

Gets the specified work request’s information.

  Usage

oci data-science work-request get [OPTIONS]

  Required Parameters

--work-request-id [text]

    The OCID <https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm> of the work request.

  Optional Parameters

--from-json [text]

    Provide input to this command as a JSON document from a file using the file://path-to/file syntax.

    The --generate-full-command-json-input option can be used to generate a sample json file to be used with this command option. The key names are pre-populated and match the command option names (converted to camelCase format, e.g. compartment-id –> compartmentId), while the values of the keys need to be populated by the user before using the sample file as an input to this command. For any command option that accepts multiple values, the value of the key can be a JSON array.

    Options can still be provided on the command line. If an option exists in both the JSON document and the command line then the command line specified value will be used.

    For examples on usage of this option, please see our “using CLI with advanced JSON options” link: https://docs.cloud.oracle.com/iaas/Content/API/SDKDocs/cliusing.htm#AdvancedJSONOptions

  Global Parameters

Use oci --help for help on global parameters.

--auth-purpose, --auth, --cert-bundle, --cli-rc-file, --config-file, --debug, --defaults-file, --endpoint, --generate-full-command-json-input, --generate-param-json-input, --help, --latest-version, --max-retries, --no-retry, --opc-client-request-id, --opc-request-id, --output, --profile, --query, --raw-output, --region, --release-info, --request-id, --version, -?, -d, -h, -v

  Examples

Copy the following CLI commands into a file named example.sh. Run the command by typing “bash example.sh” and replacing the example parameters with your own.

Please note this sample will only work in the POSIX-compliant bash-like shell. You need to set up the OCI configuration <https://docs.oracle.com/en-us/iaas/Content/API/SDKDocs/cliinstall.htm#configfile> and appropriate security policies <https://docs.oracle.com/en-us/iaas/Content/Identity/Concepts/policygetstarted.htm> before trying the examples.

    export work_request_id=<substitute-value-of-work_request_id> # https://docs.cloud.oracle.com/en-us/iaas/tools/oci-cli/latest/oci_cli_docs/cmdref/data-science/work-request/get.html#cmdoption-work-request-id
    oci data-science work-request get --work-request-id $work_request_id

  list

•   Description

•   Usage

•   Required Parameters

•   Optional Parameters

•   Global Parameters

•   Examples

  Description

Lists work requests in the specified compartment.

  Usage

oci data-science work-request list [OPTIONS]

  Required Parameters

--compartment-id, -c [text]

    <b>Filter</b> results by the OCID <https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm> of the compartment.

  Optional Parameters

--all

    Fetches all pages of results. If you provide this option, then you cannot provide the --limit option.

--from-json [text]

    Provide input to this command as a JSON document from a file using the file://path-to/file syntax.

    The --generate-full-command-json-input option can be used to generate a sample json file to be used with this command option. The key names are pre-populated and match the command option names (converted to camelCase format, e.g. compartment-id –> compartmentId), while the values of the keys need to be populated by the user before using the sample file as an input to this command. For any command option that accepts multiple values, the value of the key can be a JSON array.

    Options can still be provided on the command line. If an option exists in both the JSON document and the command line then the command line specified value will be used.

    For examples on usage of this option, please see our “using CLI with advanced JSON options” link: https://docs.cloud.oracle.com/iaas/Content/API/SDKDocs/cliusing.htm#AdvancedJSONOptions

--id [text]

    <b>Filter</b> results by OCID <https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm>. Must be an OCID of the correct type for the resource type.

--limit [integer]

    For list pagination. The maximum number of results per page, or items to return in a paginated “List” call. 1 is the minimum, 1000 is the maximum. See List Pagination <https://docs.cloud.oracle.com/iaas/Content/General/Concepts/usingapi.htm#nine>.

    Example:

    500

--operation-type [text]

    <b>Filter</b> results by the type of the operation associated with the work request.

    Accepted values are:

    MODEL_DEPLOYMENT_ACTIVATE, MODEL_DEPLOYMENT_CREATE, MODEL_DEPLOYMENT_DEACTIVATE, MODEL_DEPLOYMENT_DELETE, MODEL_DEPLOYMENT_UPDATE, NOTEBOOK_SESSION_ACTIVATE, NOTEBOOK_SESSION_CREATE, NOTEBOOK_SESSION_DEACTIVATE, NOTEBOOK_SESSION_DELETE, PROJECT_DELETE, WORKREQUEST_CANCEL

--page [text]

    For list pagination. The value of the opc-next-page response header from the previous “List” call.

    See List Pagination <https://docs.cloud.oracle.com/iaas/Content/General/Concepts/usingapi.htm#nine>.

--page-size [integer]

    When fetching results, the number of results to fetch per call. Only valid when used with --all or --limit, and ignored otherwise.

--sort-by [text]

    Specifies the field to sort by. Accepts only one field. By default, when you sort by time fields, the results are shown in descending order. All other fields default to ascending order.

    Accepted values are:

    operationType, status, timeAccepted

--sort-order [text]

    Specifies sort order to use, either ASC (ascending) or DESC (descending).

    Accepted values are:

    ASC, DESC

--status [text]

    <b>Filter</b> results by work request status.

    Accepted values are:

    ACCEPTED, CANCELED, CANCELING, FAILED, IN_PROGRESS, SUCCEEDED

  Global Parameters

Use oci --help for help on global parameters.

--auth-purpose, --auth, --cert-bundle, --cli-rc-file, --config-file, --debug, --defaults-file, --endpoint, --generate-full-command-json-input, --generate-param-json-input, --help, --latest-version, --max-retries, --no-retry, --opc-client-request-id, --opc-request-id, --output, --profile, --query, --raw-output, --region, --release-info, --request-id, --version, -?, -d, -h, -v

  Examples

Copy the following CLI commands into a file named example.sh. Run the command by typing “bash example.sh” and replacing the example parameters with your own.

Please note this sample will only work in the POSIX-compliant bash-like shell. You need to set up the OCI configuration <https://docs.oracle.com/en-us/iaas/Content/API/SDKDocs/cliinstall.htm#configfile> and appropriate security policies <https://docs.oracle.com/en-us/iaas/Content/Identity/Concepts/policygetstarted.htm> before trying the examples.

    export compartment_id=<substitute-value-of-compartment_id> # https://docs.cloud.oracle.com/en-us/iaas/tools/oci-cli/latest/oci_cli_docs/cmdref/data-science/work-request/list.html#cmdoption-compartment-id
    oci data-science work-request list --compartment-id $compartment_id

  list-work-request-errors

•   Description

•   Usage

•   Required Parameters

•   Optional Parameters

•   Global Parameters

•   Examples

  Description

Lists work request errors for the specified work request.

  Usage

oci data-science work-request list-work-request-errors [OPTIONS]

  Required Parameters

--work-request-id [text]

    The OCID <https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm> of the work request.

  Optional Parameters

--all

    Fetches all pages of results.

--from-json [text]

    Provide input to this command as a JSON document from a file using the file://path-to/file syntax.

    The --generate-full-command-json-input option can be used to generate a sample json file to be used with this command option. The key names are pre-populated and match the command option names (converted to camelCase format, e.g. compartment-id –> compartmentId), while the values of the keys need to be populated by the user before using the sample file as an input to this command. For any command option that accepts multiple values, the value of the key can be a JSON array.

    Options can still be provided on the command line. If an option exists in both the JSON document and the command line then the command line specified value will be used.

    For examples on usage of this option, please see our “using CLI with advanced JSON options” link: https://docs.cloud.oracle.com/iaas/Content/API/SDKDocs/cliusing.htm#AdvancedJSONOptions

  Global Parameters

Use oci --help for help on global parameters.

--auth-purpose, --auth, --cert-bundle, --cli-rc-file, --config-file, --debug, --defaults-file, --endpoint, --generate-full-command-json-input, --generate-param-json-input, --help, --latest-version, --max-retries, --no-retry, --opc-client-request-id, --opc-request-id, --output, --profile, --query, --raw-output, --region, --release-info, --request-id, --version, -?, -d, -h, -v

  Examples

Copy the following CLI commands into a file named example.sh. Run the command by typing “bash example.sh” and replacing the example parameters with your own.

Please note this sample will only work in the POSIX-compliant bash-like shell. You need to set up the OCI configuration <https://docs.oracle.com/en-us/iaas/Content/API/SDKDocs/cliinstall.htm#configfile> and appropriate security policies <https://docs.oracle.com/en-us/iaas/Content/Identity/Concepts/policygetstarted.htm> before trying the examples.

    export work_request_id=<substitute-value-of-work_request_id> # https://docs.cloud.oracle.com/en-us/iaas/tools/oci-cli/latest/oci_cli_docs/cmdref/data-science/work-request/list-work-request-errors.html#cmdoption-work-request-id
    oci data-science work-request list-work-request-errors --work-request-id $work_request_id

  list-work-request-logs

•   Description

•   Usage

•   Required Parameters

•   Optional Parameters

•   Global Parameters

•   Examples

  Description

Lists work request logs for the specified work request.

  Usage

oci data-science work-request list-work-request-logs [OPTIONS]

  Required Parameters

--work-request-id [text]

    The OCID <https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm> of the work request.

  Optional Parameters

--all

    Fetches all pages of results.

--from-json [text]

    Provide input to this command as a JSON document from a file using the file://path-to/file syntax.

    The --generate-full-command-json-input option can be used to generate a sample json file to be used with this command option. The key names are pre-populated and match the command option names (converted to camelCase format, e.g. compartment-id –> compartmentId), while the values of the keys need to be populated by the user before using the sample file as an input to this command. For any command option that accepts multiple values, the value of the key can be a JSON array.

    Options can still be provided on the command line. If an option exists in both the JSON document and the command line then the command line specified value will be used.

    For examples on usage of this option, please see our “using CLI with advanced JSON options” link: https://docs.cloud.oracle.com/iaas/Content/API/SDKDocs/cliusing.htm#AdvancedJSONOptions

  Global Parameters

Use oci --help for help on global parameters.

--auth-purpose, --auth, --cert-bundle, --cli-rc-file, --config-file, --debug, --defaults-file, --endpoint, --generate-full-command-json-input, --generate-param-json-input, --help, --latest-version, --max-retries, --no-retry, --opc-client-request-id, --opc-request-id, --output, --profile, --query, --raw-output, --region, --release-info, --request-id, --version, -?, -d, -h, -v

  Examples

Copy the following CLI commands into a file named example.sh. Run the command by typing “bash example.sh” and replacing the example parameters with your own.

Please note this sample will only work in the POSIX-compliant bash-like shell. You need to set up the OCI configuration <https://docs.oracle.com/en-us/iaas/Content/API/SDKDocs/cliinstall.htm#configfile> and appropriate security policies <https://docs.oracle.com/en-us/iaas/Content/Identity/Concepts/policygetstarted.htm> before trying the examples.

    export work_request_id=<substitute-value-of-work_request_id> # https://docs.cloud.oracle.com/en-us/iaas/tools/oci-cli/latest/oci_cli_docs/cmdref/data-science/work-request/list-work-request-logs.html#cmdoption-work-request-id
    oci data-science work-request list-work-request-logs --work-request-id $work_request_id

AUTHOR
Oracle

COPYRIGHT
2016, 2021, Oracle