Class: OCI::DataScience::DataScienceClient

Inherits:
Object
  • Object
show all
Defined in:
lib/oci/data_science/data_science_client.rb

Overview

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

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(config: nil, region: nil, endpoint: nil, signer: nil, proxy_settings: nil, retry_config: nil) ⇒ DataScienceClient

Creates a new DataScienceClient. Notes: If a config is not specified, then the global OCI.config will be used.

This client is not thread-safe

Either a region or an endpoint must be specified. If an endpoint is specified, it will be used instead of the region. A region may be specified in the config or via or the region parameter. If specified in both, then the region parameter will be used.

Parameters:

  • config (Config) (defaults to: nil)

    A Config object.

  • region (String) (defaults to: nil)

    A region used to determine the service endpoint. This will usually correspond to a value in Regions::REGION_ENUM, but may be an arbitrary string.

  • endpoint (String) (defaults to: nil)

    The fully qualified endpoint URL

  • signer (OCI::BaseSigner) (defaults to: nil)

    A signer implementation which can be used by this client. If this is not provided then a signer will be constructed via the provided config. One use case of this parameter is instance principals authentication, so that the instance principals signer can be provided to the client

  • proxy_settings (OCI::ApiClientProxySettings) (defaults to: nil)

    If your environment requires you to use a proxy server for outgoing HTTP requests the details for the proxy can be provided in this parameter

  • retry_config (OCI::Retry::RetryConfig) (defaults to: nil)

    The retry configuration for this service client. This represents the default retry configuration to apply across all operations. This can be overridden on a per-operation basis. The default retry configuration value is nil, which means that an operation will not perform any retries



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# File 'lib/oci/data_science/data_science_client.rb', line 53

def initialize(config: nil, region: nil, endpoint: nil, signer: nil, proxy_settings: nil, retry_config: nil)
  # If the signer is an InstancePrincipalsSecurityTokenSigner or SecurityTokenSigner and no config was supplied (they are self-sufficient signers)
  # then create a dummy config to pass to the ApiClient constructor. If customers wish to create a client which uses instance principals
  # and has config (either populated programmatically or loaded from a file), they must construct that config themselves and then
  # pass it to this constructor.
  #
  # If there is no signer (or the signer is not an instance principals signer) and no config was supplied, this is not valid
  # so try and load the config from the default file.
  config = OCI::Config.validate_and_build_config_with_signer(config, signer)

  if signer.nil?
    signer = OCI::Signer.new(
      config.user,
      config.fingerprint,
      config.tenancy,
      config.key_file,
      pass_phrase: config.pass_phrase,
      private_key_content: config.key_content
    )
  end

  @api_client = OCI::ApiClient.new(config, signer, proxy_settings: proxy_settings)
  @retry_config = retry_config

  if endpoint
    @endpoint = endpoint + '/20190101'
  else
    region ||= config.region
    region ||= signer.region if signer.respond_to?(:region)
    self.region = region
  end
  logger.info "DataScienceClient endpoint set to '#{@endpoint}'." if logger
end

Instance Attribute Details

#api_clientOCI::ApiClient (readonly)

Client used to make HTTP requests.

Returns:



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# File 'lib/oci/data_science/data_science_client.rb', line 13

def api_client
  @api_client
end

#endpointString (readonly)

Fully qualified endpoint URL

Returns:

  • (String)


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# File 'lib/oci/data_science/data_science_client.rb', line 17

def endpoint
  @endpoint
end

#regionString

The region, which will usually correspond to a value in Regions::REGION_ENUM.

Returns:

  • (String)


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# File 'lib/oci/data_science/data_science_client.rb', line 27

def region
  @region
end

#retry_configOCI::Retry::RetryConfig (readonly)

The default retry configuration to apply to all operations in this service client. This can be overridden on a per-operation basis. The default retry configuration value is nil, which means that an operation will not perform any retries



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# File 'lib/oci/data_science/data_science_client.rb', line 23

def retry_config
  @retry_config
end

Instance Method Details

#activate_model(model_id, opts = {}) ⇒ Response

Activates the model.

Parameters:

  • model_id (String)

    The OCID of the model.

  • opts (Hash) (defaults to: {})

    the optional parameters

Options Hash (opts):

  • :retry_config (OCI::Retry::RetryConfig)

    The retry configuration to apply to this operation. If no key is provided then the service-level retry configuration defined by #retry_config will be used. If an explicit nil value is provided then the operation will not retry

  • :if_match (String)

    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 will be updated or deleted only if the etag you provide matches the resource's current etag value.

  • :opc_request_id (String)

    Unique Oracle-assigned identifier for the request. If you need to contact Oracle about a particular request, please provide the request ID.

Returns:



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# File 'lib/oci/data_science/data_science_client.rb', line 124

def activate_model(model_id, opts = {})
  logger.debug 'Calling operation DataScienceClient#activate_model.' if logger

  raise "Missing the required parameter 'model_id' when calling activate_model." if model_id.nil?
  raise "Parameter value for 'model_id' must not be blank" if OCI::Internal::Util.blank_string?(model_id)

  path = '/models/{modelId}/actions/activate'.sub('{modelId}', model_id.to_s)
  operation_signing_strategy = :standard

  # rubocop:disable Style/NegatedIf
  # Query Params
  query_params = {}

  # Header Params
  header_params = {}
  header_params[:accept] = 'application/json'
  header_params[:'content-type'] = 'application/json'
  header_params[:'if-match'] = opts[:if_match] if opts[:if_match]
  header_params[:'opc-request-id'] = opts[:opc_request_id] if opts[:opc_request_id]
  # rubocop:enable Style/NegatedIf

  post_body = nil

  # rubocop:disable Metrics/BlockLength
  OCI::Retry.make_retrying_call(applicable_retry_config(opts), call_name: 'DataScienceClient#activate_model') do
    @api_client.call_api(
      :POST,
      path,
      endpoint,
      header_params: header_params,
      query_params: query_params,
      operation_signing_strategy: operation_signing_strategy,
      body: post_body,
      return_type: 'OCI::DataScience::Models::Model'
    )
  end
  # rubocop:enable Metrics/BlockLength
end

#activate_notebook_session(notebook_session_id, opts = {}) ⇒ Response

Activates the notebook session.

Parameters:

  • notebook_session_id (String)

    The OCID of the notebook session.

  • opts (Hash) (defaults to: {})

    the optional parameters

Options Hash (opts):

  • :retry_config (OCI::Retry::RetryConfig)

    The retry configuration to apply to this operation. If no key is provided then the service-level retry configuration defined by #retry_config will be used. If an explicit nil value is provided then the operation will not retry

  • :if_match (String)

    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 will be updated or deleted only if the etag you provide matches the resource's current etag value.

  • :opc_request_id (String)

    Unique Oracle-assigned identifier for the request. If you need to contact Oracle about a particular request, please provide the request ID.

Returns:

  • (Response)

    A Response object with data of type nil



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# File 'lib/oci/data_science/data_science_client.rb', line 185

def activate_notebook_session(notebook_session_id, opts = {})
  logger.debug 'Calling operation DataScienceClient#activate_notebook_session.' if logger

  raise "Missing the required parameter 'notebook_session_id' when calling activate_notebook_session." if notebook_session_id.nil?
  raise "Parameter value for 'notebook_session_id' must not be blank" if OCI::Internal::Util.blank_string?(notebook_session_id)

  path = '/notebookSessions/{notebookSessionId}/actions/activate'.sub('{notebookSessionId}', notebook_session_id.to_s)
  operation_signing_strategy = :standard

  # rubocop:disable Style/NegatedIf
  # Query Params
  query_params = {}

  # Header Params
  header_params = {}
  header_params[:accept] = 'application/json'
  header_params[:'content-type'] = 'application/json'
  header_params[:'if-match'] = opts[:if_match] if opts[:if_match]
  header_params[:'opc-request-id'] = opts[:opc_request_id] if opts[:opc_request_id]
  # rubocop:enable Style/NegatedIf

  post_body = nil

  # rubocop:disable Metrics/BlockLength
  OCI::Retry.make_retrying_call(applicable_retry_config(opts), call_name: 'DataScienceClient#activate_notebook_session') do
    @api_client.call_api(
      :POST,
      path,
      endpoint,
      header_params: header_params,
      query_params: query_params,
      operation_signing_strategy: operation_signing_strategy,
      body: post_body
    )
  end
  # rubocop:enable Metrics/BlockLength
end

#cancel_work_request(work_request_id, opts = {}) ⇒ Response

Cancels a work request that has not started.

Parameters:

  • work_request_id (String)

    The OCID of the work request.

  • opts (Hash) (defaults to: {})

    the optional parameters

Options Hash (opts):

  • :retry_config (OCI::Retry::RetryConfig)

    The retry configuration to apply to this operation. If no key is provided then the service-level retry configuration defined by #retry_config will be used. If an explicit nil value is provided then the operation will not retry

  • :if_match (String)

    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 will be updated or deleted only if the etag you provide matches the resource's current etag value.

  • :opc_request_id (String)

    Unique Oracle-assigned identifier for the request. If you need to contact Oracle about a particular request, please provide the request ID.

Returns:

  • (Response)

    A Response object with data of type nil



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# File 'lib/oci/data_science/data_science_client.rb', line 245

def cancel_work_request(work_request_id, opts = {})
  logger.debug 'Calling operation DataScienceClient#cancel_work_request.' if logger

  raise "Missing the required parameter 'work_request_id' when calling cancel_work_request." if work_request_id.nil?
  raise "Parameter value for 'work_request_id' must not be blank" if OCI::Internal::Util.blank_string?(work_request_id)

  path = '/workRequests/{workRequestId}'.sub('{workRequestId}', work_request_id.to_s)
  operation_signing_strategy = :standard

  # rubocop:disable Style/NegatedIf
  # Query Params
  query_params = {}

  # Header Params
  header_params = {}
  header_params[:accept] = 'application/json'
  header_params[:'content-type'] = 'application/json'
  header_params[:'if-match'] = opts[:if_match] if opts[:if_match]
  header_params[:'opc-request-id'] = opts[:opc_request_id] if opts[:opc_request_id]
  # rubocop:enable Style/NegatedIf

  post_body = nil

  # rubocop:disable Metrics/BlockLength
  OCI::Retry.make_retrying_call(applicable_retry_config(opts), call_name: 'DataScienceClient#cancel_work_request') do
    @api_client.call_api(
      :DELETE,
      path,
      endpoint,
      header_params: header_params,
      query_params: query_params,
      operation_signing_strategy: operation_signing_strategy,
      body: post_body
    )
  end
  # rubocop:enable Metrics/BlockLength
end

#change_model_compartment(model_id, change_model_compartment_details, opts = {}) ⇒ Response

Moves a model resource into a different compartment.

Parameters:

Options Hash (opts):

  • :retry_config (OCI::Retry::RetryConfig)

    The retry configuration to apply to this operation. If no key is provided then the service-level retry configuration defined by #retry_config will be used. If an explicit nil value is provided then the operation will not retry

  • :if_match (String)

    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 will be updated or deleted only if the etag you provide matches the resource's current etag value.

  • :opc_request_id (String)

    Unique Oracle-assigned identifier for the request. If you need to contact Oracle about a particular request, please provide the request ID.

  • :opc_retry_token (String)

    A token that uniquely identifies a request so it can be retried in case of a timeout or server error without risk of executing that same action again. Retry tokens expire after 24 hours, but can be invalidated before then due to conflicting operations. For example, if a resource has been deleted and purged from the system, then a retry of the original creation request might be rejected.

Returns:

  • (Response)

    A Response object with data of type nil



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# File 'lib/oci/data_science/data_science_client.rb', line 308

def change_model_compartment(model_id, change_model_compartment_details, opts = {})
  logger.debug 'Calling operation DataScienceClient#change_model_compartment.' if logger

  raise "Missing the required parameter 'model_id' when calling change_model_compartment." if model_id.nil?
  raise "Missing the required parameter 'change_model_compartment_details' when calling change_model_compartment." if change_model_compartment_details.nil?
  raise "Parameter value for 'model_id' must not be blank" if OCI::Internal::Util.blank_string?(model_id)

  path = '/models/{modelId}/actions/changeCompartment'.sub('{modelId}', model_id.to_s)
  operation_signing_strategy = :standard

  # rubocop:disable Style/NegatedIf
  # Query Params
  query_params = {}

  # Header Params
  header_params = {}
  header_params[:accept] = 'application/json'
  header_params[:'content-type'] = 'application/json'
  header_params[:'if-match'] = opts[:if_match] if opts[:if_match]
  header_params[:'opc-request-id'] = opts[:opc_request_id] if opts[:opc_request_id]
  header_params[:'opc-retry-token'] = opts[:opc_retry_token] if opts[:opc_retry_token]
  # rubocop:enable Style/NegatedIf
  header_params[:'opc-retry-token'] ||= OCI::Retry.generate_opc_retry_token

  post_body = @api_client.object_to_http_body(change_model_compartment_details)

  # rubocop:disable Metrics/BlockLength
  OCI::Retry.make_retrying_call(applicable_retry_config(opts), call_name: 'DataScienceClient#change_model_compartment') do
    @api_client.call_api(
      :POST,
      path,
      endpoint,
      header_params: header_params,
      query_params: query_params,
      operation_signing_strategy: operation_signing_strategy,
      body: post_body
    )
  end
  # rubocop:enable Metrics/BlockLength
end

#change_notebook_session_compartment(notebook_session_id, change_notebook_session_compartment_details, opts = {}) ⇒ Response

Moves a notebook session resource into a different compartment.

Parameters:

Options Hash (opts):

  • :retry_config (OCI::Retry::RetryConfig)

    The retry configuration to apply to this operation. If no key is provided then the service-level retry configuration defined by #retry_config will be used. If an explicit nil value is provided then the operation will not retry

  • :if_match (String)

    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 will be updated or deleted only if the etag you provide matches the resource's current etag value.

  • :opc_request_id (String)

    Unique Oracle-assigned identifier for the request. If you need to contact Oracle about a particular request, please provide the request ID.

  • :opc_retry_token (String)

    A token that uniquely identifies a request so it can be retried in case of a timeout or server error without risk of executing that same action again. Retry tokens expire after 24 hours, but can be invalidated before then due to conflicting operations. For example, if a resource has been deleted and purged from the system, then a retry of the original creation request might be rejected.

Returns:

  • (Response)

    A Response object with data of type nil



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# File 'lib/oci/data_science/data_science_client.rb', line 374

def change_notebook_session_compartment(notebook_session_id, change_notebook_session_compartment_details, opts = {})
  logger.debug 'Calling operation DataScienceClient#change_notebook_session_compartment.' if logger

  raise "Missing the required parameter 'notebook_session_id' when calling change_notebook_session_compartment." if notebook_session_id.nil?
  raise "Missing the required parameter 'change_notebook_session_compartment_details' when calling change_notebook_session_compartment." if change_notebook_session_compartment_details.nil?
  raise "Parameter value for 'notebook_session_id' must not be blank" if OCI::Internal::Util.blank_string?(notebook_session_id)

  path = '/notebookSessions/{notebookSessionId}/actions/changeCompartment'.sub('{notebookSessionId}', notebook_session_id.to_s)
  operation_signing_strategy = :standard

  # rubocop:disable Style/NegatedIf
  # Query Params
  query_params = {}

  # Header Params
  header_params = {}
  header_params[:accept] = 'application/json'
  header_params[:'content-type'] = 'application/json'
  header_params[:'if-match'] = opts[:if_match] if opts[:if_match]
  header_params[:'opc-request-id'] = opts[:opc_request_id] if opts[:opc_request_id]
  header_params[:'opc-retry-token'] = opts[:opc_retry_token] if opts[:opc_retry_token]
  # rubocop:enable Style/NegatedIf
  header_params[:'opc-retry-token'] ||= OCI::Retry.generate_opc_retry_token

  post_body = @api_client.object_to_http_body(change_notebook_session_compartment_details)

  # rubocop:disable Metrics/BlockLength
  OCI::Retry.make_retrying_call(applicable_retry_config(opts), call_name: 'DataScienceClient#change_notebook_session_compartment') do
    @api_client.call_api(
      :POST,
      path,
      endpoint,
      header_params: header_params,
      query_params: query_params,
      operation_signing_strategy: operation_signing_strategy,
      body: post_body
    )
  end
  # rubocop:enable Metrics/BlockLength
end

#change_project_compartment(project_id, change_project_compartment_details, opts = {}) ⇒ Response

Moves a project resource into a different compartment.

Parameters:

Options Hash (opts):

  • :retry_config (OCI::Retry::RetryConfig)

    The retry configuration to apply to this operation. If no key is provided then the service-level retry configuration defined by #retry_config will be used. If an explicit nil value is provided then the operation will not retry

  • :if_match (String)

    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 will be updated or deleted only if the etag you provide matches the resource's current etag value.

  • :opc_request_id (String)

    Unique Oracle-assigned identifier for the request. If you need to contact Oracle about a particular request, please provide the request ID.

  • :opc_retry_token (String)

    A token that uniquely identifies a request so it can be retried in case of a timeout or server error without risk of executing that same action again. Retry tokens expire after 24 hours, but can be invalidated before then due to conflicting operations. For example, if a resource has been deleted and purged from the system, then a retry of the original creation request might be rejected.

Returns:

  • (Response)

    A Response object with data of type nil



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# File 'lib/oci/data_science/data_science_client.rb', line 440

def change_project_compartment(project_id, change_project_compartment_details, opts = {})
  logger.debug 'Calling operation DataScienceClient#change_project_compartment.' if logger

  raise "Missing the required parameter 'project_id' when calling change_project_compartment." if project_id.nil?
  raise "Missing the required parameter 'change_project_compartment_details' when calling change_project_compartment." if change_project_compartment_details.nil?
  raise "Parameter value for 'project_id' must not be blank" if OCI::Internal::Util.blank_string?(project_id)

  path = '/projects/{projectId}/actions/changeCompartment'.sub('{projectId}', project_id.to_s)
  operation_signing_strategy = :standard

  # rubocop:disable Style/NegatedIf
  # Query Params
  query_params = {}

  # Header Params
  header_params = {}
  header_params[:accept] = 'application/json'
  header_params[:'content-type'] = 'application/json'
  header_params[:'if-match'] = opts[:if_match] if opts[:if_match]
  header_params[:'opc-request-id'] = opts[:opc_request_id] if opts[:opc_request_id]
  header_params[:'opc-retry-token'] = opts[:opc_retry_token] if opts[:opc_retry_token]
  # rubocop:enable Style/NegatedIf
  header_params[:'opc-retry-token'] ||= OCI::Retry.generate_opc_retry_token

  post_body = @api_client.object_to_http_body(change_project_compartment_details)

  # rubocop:disable Metrics/BlockLength
  OCI::Retry.make_retrying_call(applicable_retry_config(opts), call_name: 'DataScienceClient#change_project_compartment') do
    @api_client.call_api(
      :POST,
      path,
      endpoint,
      header_params: header_params,
      query_params: query_params,
      operation_signing_strategy: operation_signing_strategy,
      body: post_body
    )
  end
  # rubocop:enable Metrics/BlockLength
end

#create_model(create_model_details, opts = {}) ⇒ Response

Creates a new model.

Parameters:

Options Hash (opts):

  • :retry_config (OCI::Retry::RetryConfig)

    The retry configuration to apply to this operation. If no key is provided then the service-level retry configuration defined by #retry_config will be used. If an explicit nil value is provided then the operation will not retry

  • :opc_request_id (String)

    Unique Oracle-assigned identifier for the request. If you need to contact Oracle about a particular request, please provide the request ID.

  • :opc_retry_token (String)

    A token that uniquely identifies a request so it can be retried in case of a timeout or server error without risk of executing that same action again. Retry tokens expire after 24 hours, but can be invalidated before then due to conflicting operations. For example, if a resource has been deleted and purged from the system, then a retry of the original creation request might be rejected.

Returns:



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# File 'lib/oci/data_science/data_science_client.rb', line 499

def create_model(create_model_details, opts = {})
  logger.debug 'Calling operation DataScienceClient#create_model.' if logger

  raise "Missing the required parameter 'create_model_details' when calling create_model." if create_model_details.nil?

  path = '/models'
  operation_signing_strategy = :standard

  # rubocop:disable Style/NegatedIf
  # Query Params
  query_params = {}

  # Header Params
  header_params = {}
  header_params[:accept] = 'application/json'
  header_params[:'content-type'] = 'application/json'
  header_params[:'opc-request-id'] = opts[:opc_request_id] if opts[:opc_request_id]
  header_params[:'opc-retry-token'] = opts[:opc_retry_token] if opts[:opc_retry_token]
  # rubocop:enable Style/NegatedIf
  header_params[:'opc-retry-token'] ||= OCI::Retry.generate_opc_retry_token

  post_body = @api_client.object_to_http_body(create_model_details)

  # rubocop:disable Metrics/BlockLength
  OCI::Retry.make_retrying_call(applicable_retry_config(opts), call_name: 'DataScienceClient#create_model') do
    @api_client.call_api(
      :POST,
      path,
      endpoint,
      header_params: header_params,
      query_params: query_params,
      operation_signing_strategy: operation_signing_strategy,
      body: post_body,
      return_type: 'OCI::DataScience::Models::Model'
    )
  end
  # rubocop:enable Metrics/BlockLength
end

#create_model_artifact(model_id, model_artifact, opts = {}) ⇒ Response

Creates model artifact for specified model.

Parameters:

  • model_id (String)

    The OCID of the model.

  • model_artifact (String, IO)

    The model artifact to upload.

  • opts (Hash) (defaults to: {})

    the optional parameters

Options Hash (opts):

  • :retry_config (OCI::Retry::RetryConfig)

    The retry configuration to apply to this operation. If no key is provided then the service-level retry configuration defined by #retry_config will be used. If an explicit nil value is provided then the operation will not retry

  • :content_length (Integer)

    The content length of the body.

  • :opc_request_id (String)

    Unique Oracle-assigned identifier for the request. If you need to contact Oracle about a particular request, please provide the request ID.

  • :opc_retry_token (String)

    A token that uniquely identifies a request so it can be retried in case of a timeout or server error without risk of executing that same action again. Retry tokens expire after 24 hours, but can be invalidated before then due to conflicting operations. For example, if a resource has been deleted and purged from the system, then a retry of the original creation request might be rejected.

  • :content_disposition (String)

    The content disposition of the body.

Returns:

  • (Response)

    A Response object with data of type nil



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# File 'lib/oci/data_science/data_science_client.rb', line 559

def create_model_artifact(model_id, model_artifact, opts = {})
  logger.debug 'Calling operation DataScienceClient#create_model_artifact.' if logger

  raise "Missing the required parameter 'model_id' when calling create_model_artifact." if model_id.nil?
  raise "Missing the required parameter 'model_artifact' when calling create_model_artifact." if model_artifact.nil?
  raise "Parameter value for 'model_id' must not be blank" if OCI::Internal::Util.blank_string?(model_id)

  path = '/models/{modelId}/artifact'.sub('{modelId}', model_id.to_s)
  operation_signing_strategy = :exclude_body

  # rubocop:disable Style/NegatedIf
  # Query Params
  query_params = {}

  # Header Params
  header_params = {}
  header_params[:accept] = 'application/json'
  header_params[:'opc-request-id'] = opts[:opc_request_id] if opts[:opc_request_id]
  header_params[:'opc-retry-token'] = opts[:opc_retry_token] if opts[:opc_retry_token]
  header_params[:'content-length'] = opts[:content_length] if opts[:content_length]
  header_params[:'content-disposition'] = opts[:content_disposition] if opts[:content_disposition]
  # rubocop:enable Style/NegatedIf
  header_params[:'content-type'] ||= 'application/octet-stream'
  header_params[:'opc-retry-token'] ||= OCI::Retry.generate_opc_retry_token

  post_body = @api_client.object_to_http_body(model_artifact)

  # rubocop:disable Metrics/BlockLength
  OCI::Retry.make_retrying_call(applicable_retry_config(opts), call_name: 'DataScienceClient#create_model_artifact') do
    @api_client.call_api(
      :POST,
      path,
      endpoint,
      header_params: header_params,
      query_params: query_params,
      operation_signing_strategy: operation_signing_strategy,
      body: post_body
    )
  end
  # rubocop:enable Metrics/BlockLength
end

#create_model_provenance(model_id, create_model_provenance_details, opts = {}) ⇒ Response

Creates provenance information for the specified model.

Parameters:

Options Hash (opts):

  • :retry_config (OCI::Retry::RetryConfig)

    The retry configuration to apply to this operation. If no key is provided then the service-level retry configuration defined by #retry_config will be used. If an explicit nil value is provided then the operation will not retry

  • :opc_request_id (String)

    Unique Oracle-assigned identifier for the request. If you need to contact Oracle about a particular request, please provide the request ID.

  • :opc_retry_token (String)

    A token that uniquely identifies a request so it can be retried in case of a timeout or server error without risk of executing that same action again. Retry tokens expire after 24 hours, but can be invalidated before then due to conflicting operations. For example, if a resource has been deleted and purged from the system, then a retry of the original creation request might be rejected.

Returns:



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# File 'lib/oci/data_science/data_science_client.rb', line 620

def create_model_provenance(model_id, create_model_provenance_details, opts = {})
  logger.debug 'Calling operation DataScienceClient#create_model_provenance.' if logger

  raise "Missing the required parameter 'model_id' when calling create_model_provenance." if model_id.nil?
  raise "Missing the required parameter 'create_model_provenance_details' when calling create_model_provenance." if create_model_provenance_details.nil?
  raise "Parameter value for 'model_id' must not be blank" if OCI::Internal::Util.blank_string?(model_id)

  path = '/models/{modelId}/provenance'.sub('{modelId}', model_id.to_s)
  operation_signing_strategy = :standard

  # rubocop:disable Style/NegatedIf
  # Query Params
  query_params = {}

  # Header Params
  header_params = {}
  header_params[:accept] = 'application/json'
  header_params[:'content-type'] = 'application/json'
  header_params[:'opc-request-id'] = opts[:opc_request_id] if opts[:opc_request_id]
  header_params[:'opc-retry-token'] = opts[:opc_retry_token] if opts[:opc_retry_token]
  # rubocop:enable Style/NegatedIf
  header_params[:'opc-retry-token'] ||= OCI::Retry.generate_opc_retry_token

  post_body = @api_client.object_to_http_body(create_model_provenance_details)

  # rubocop:disable Metrics/BlockLength
  OCI::Retry.make_retrying_call(applicable_retry_config(opts), call_name: 'DataScienceClient#create_model_provenance') do
    @api_client.call_api(
      :POST,
      path,
      endpoint,
      header_params: header_params,
      query_params: query_params,
      operation_signing_strategy: operation_signing_strategy,
      body: post_body,
      return_type: 'OCI::DataScience::Models::ModelProvenance'
    )
  end
  # rubocop:enable Metrics/BlockLength
end

#create_notebook_session(create_notebook_session_details, opts = {}) ⇒ Response

Creates a new notebook session.

Parameters:

Options Hash (opts):

  • :retry_config (OCI::Retry::RetryConfig)

    The retry configuration to apply to this operation. If no key is provided then the service-level retry configuration defined by #retry_config will be used. If an explicit nil value is provided then the operation will not retry

  • :opc_request_id (String)

    Unique Oracle-assigned identifier for the request. If you need to contact Oracle about a particular request, please provide the request ID.

  • :opc_retry_token (String)

    A token that uniquely identifies a request so it can be retried in case of a timeout or server error without risk of executing that same action again. Retry tokens expire after 24 hours, but can be invalidated before then due to conflicting operations. For example, if a resource has been deleted and purged from the system, then a retry of the original creation request might be rejected.

Returns:



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# File 'lib/oci/data_science/data_science_client.rb', line 679

def create_notebook_session(create_notebook_session_details, opts = {})
  logger.debug 'Calling operation DataScienceClient#create_notebook_session.' if logger

  raise "Missing the required parameter 'create_notebook_session_details' when calling create_notebook_session." if create_notebook_session_details.nil?

  path = '/notebookSessions'
  operation_signing_strategy = :standard

  # rubocop:disable Style/NegatedIf
  # Query Params
  query_params = {}

  # Header Params
  header_params = {}
  header_params[:accept] = 'application/json'
  header_params[:'content-type'] = 'application/json'
  header_params[:'opc-request-id'] = opts[:opc_request_id] if opts[:opc_request_id]
  header_params[:'opc-retry-token'] = opts[:opc_retry_token] if opts[:opc_retry_token]
  # rubocop:enable Style/NegatedIf
  header_params[:'opc-retry-token'] ||= OCI::Retry.generate_opc_retry_token

  post_body = @api_client.object_to_http_body(create_notebook_session_details)

  # rubocop:disable Metrics/BlockLength
  OCI::Retry.make_retrying_call(applicable_retry_config(opts), call_name: 'DataScienceClient#create_notebook_session') do
    @api_client.call_api(
      :POST,
      path,
      endpoint,
      header_params: header_params,
      query_params: query_params,
      operation_signing_strategy: operation_signing_strategy,
      body: post_body,
      return_type: 'OCI::DataScience::Models::NotebookSession'
    )
  end
  # rubocop:enable Metrics/BlockLength
end

#create_project(create_project_details, opts = {}) ⇒ Response

Creates a new project.

Parameters:

Options Hash (opts):

  • :retry_config (OCI::Retry::RetryConfig)

    The retry configuration to apply to this operation. If no key is provided then the service-level retry configuration defined by #retry_config will be used. If an explicit nil value is provided then the operation will not retry

  • :opc_request_id (String)

    Unique Oracle-assigned identifier for the request. If you need to contact Oracle about a particular request, please provide the request ID.

  • :opc_retry_token (String)

    A token that uniquely identifies a request so it can be retried in case of a timeout or server error without risk of executing that same action again. Retry tokens expire after 24 hours, but can be invalidated before then due to conflicting operations. For example, if a resource has been deleted and purged from the system, then a retry of the original creation request might be rejected.

Returns:



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# File 'lib/oci/data_science/data_science_client.rb', line 736

def create_project(create_project_details, opts = {})
  logger.debug 'Calling operation DataScienceClient#create_project.' if logger

  raise "Missing the required parameter 'create_project_details' when calling create_project." if create_project_details.nil?

  path = '/projects'
  operation_signing_strategy = :standard

  # rubocop:disable Style/NegatedIf
  # Query Params
  query_params = {}

  # Header Params
  header_params = {}
  header_params[:accept] = 'application/json'
  header_params[:'content-type'] = 'application/json'
  header_params[:'opc-request-id'] = opts[:opc_request_id] if opts[:opc_request_id]
  header_params[:'opc-retry-token'] = opts[:opc_retry_token] if opts[:opc_retry_token]
  # rubocop:enable Style/NegatedIf
  header_params[:'opc-retry-token'] ||= OCI::Retry.generate_opc_retry_token

  post_body = @api_client.object_to_http_body(create_project_details)

  # rubocop:disable Metrics/BlockLength
  OCI::Retry.make_retrying_call(applicable_retry_config(opts), call_name: 'DataScienceClient#create_project') do
    @api_client.call_api(
      :POST,
      path,
      endpoint,
      header_params: header_params,
      query_params: query_params,
      operation_signing_strategy: operation_signing_strategy,
      body: post_body,
      return_type: 'OCI::DataScience::Models::Project'
    )
  end
  # rubocop:enable Metrics/BlockLength
end

#deactivate_model(model_id, opts = {}) ⇒ Response

Deactivates the model.

Parameters:

  • model_id (String)

    The OCID of the model.

  • opts (Hash) (defaults to: {})

    the optional parameters

Options Hash (opts):

  • :retry_config (OCI::Retry::RetryConfig)

    The retry configuration to apply to this operation. If no key is provided then the service-level retry configuration defined by #retry_config will be used. If an explicit nil value is provided then the operation will not retry

  • :if_match (String)

    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 will be updated or deleted only if the etag you provide matches the resource's current etag value.

  • :opc_request_id (String)

    Unique Oracle-assigned identifier for the request. If you need to contact Oracle about a particular request, please provide the request ID.

Returns:



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# File 'lib/oci/data_science/data_science_client.rb', line 797

def deactivate_model(model_id, opts = {})
  logger.debug 'Calling operation DataScienceClient#deactivate_model.' if logger

  raise "Missing the required parameter 'model_id' when calling deactivate_model." if model_id.nil?
  raise "Parameter value for 'model_id' must not be blank" if OCI::Internal::Util.blank_string?(model_id)

  path = '/models/{modelId}/actions/deactivate'.sub('{modelId}', model_id.to_s)
  operation_signing_strategy = :standard

  # rubocop:disable Style/NegatedIf
  # Query Params
  query_params = {}

  # Header Params
  header_params = {}
  header_params[:accept] = 'application/json'
  header_params[:'content-type'] = 'application/json'
  header_params[:'if-match'] = opts[:if_match] if opts[:if_match]
  header_params[:'opc-request-id'] = opts[:opc_request_id] if opts[:opc_request_id]
  # rubocop:enable Style/NegatedIf

  post_body = nil

  # rubocop:disable Metrics/BlockLength
  OCI::Retry.make_retrying_call(applicable_retry_config(opts), call_name: 'DataScienceClient#deactivate_model') do
    @api_client.call_api(
      :POST,
      path,
      endpoint,
      header_params: header_params,
      query_params: query_params,
      operation_signing_strategy: operation_signing_strategy,
      body: post_body,
      return_type: 'OCI::DataScience::Models::Model'
    )
  end
  # rubocop:enable Metrics/BlockLength
end

#deactivate_notebook_session(notebook_session_id, opts = {}) ⇒ Response

Deactivates the notebook session.

Parameters:

  • notebook_session_id (String)

    The OCID of the notebook session.

  • opts (Hash) (defaults to: {})

    the optional parameters

Options Hash (opts):

  • :retry_config (OCI::Retry::RetryConfig)

    The retry configuration to apply to this operation. If no key is provided then the service-level retry configuration defined by #retry_config will be used. If an explicit nil value is provided then the operation will not retry

  • :if_match (String)

    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 will be updated or deleted only if the etag you provide matches the resource's current etag value.

  • :opc_request_id (String)

    Unique Oracle-assigned identifier for the request. If you need to contact Oracle about a particular request, please provide the request ID.

Returns:

  • (Response)

    A Response object with data of type nil



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# File 'lib/oci/data_science/data_science_client.rb', line 858

def deactivate_notebook_session(notebook_session_id, opts = {})
  logger.debug 'Calling operation DataScienceClient#deactivate_notebook_session.' if logger

  raise "Missing the required parameter 'notebook_session_id' when calling deactivate_notebook_session." if notebook_session_id.nil?
  raise "Parameter value for 'notebook_session_id' must not be blank" if OCI::Internal::Util.blank_string?(notebook_session_id)

  path = '/notebookSessions/{notebookSessionId}/actions/deactivate'.sub('{notebookSessionId}', notebook_session_id.to_s)
  operation_signing_strategy = :standard

  # rubocop:disable Style/NegatedIf
  # Query Params
  query_params = {}

  # Header Params
  header_params = {}
  header_params[:accept] = 'application/json'
  header_params[:'content-type'] = 'application/json'
  header_params[:'if-match'] = opts[:if_match] if opts[:if_match]
  header_params[:'opc-request-id'] = opts[:opc_request_id] if opts[:opc_request_id]
  # rubocop:enable Style/NegatedIf

  post_body = nil

  # rubocop:disable Metrics/BlockLength
  OCI::Retry.make_retrying_call(applicable_retry_config(opts), call_name: 'DataScienceClient#deactivate_notebook_session') do
    @api_client.call_api(
      :POST,
      path,
      endpoint,
      header_params: header_params,
      query_params: query_params,
      operation_signing_strategy: operation_signing_strategy,
      body: post_body
    )
  end
  # rubocop:enable Metrics/BlockLength
end

#delete_model(model_id, opts = {}) ⇒ Response

Deletes the specified model.

Parameters:

  • model_id (String)

    The OCID of the model.

  • opts (Hash) (defaults to: {})

    the optional parameters

Options Hash (opts):

  • :retry_config (OCI::Retry::RetryConfig)

    The retry configuration to apply to this operation. If no key is provided then the service-level retry configuration defined by #retry_config will be used. If an explicit nil value is provided then the operation will not retry

  • :if_match (String)

    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 will be updated or deleted only if the etag you provide matches the resource's current etag value.

  • :opc_request_id (String)

    Unique Oracle-assigned identifier for the request. If you need to contact Oracle about a particular request, please provide the request ID.

Returns:

  • (Response)

    A Response object with data of type nil



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# File 'lib/oci/data_science/data_science_client.rb', line 918

def delete_model(model_id, opts = {})
  logger.debug 'Calling operation DataScienceClient#delete_model.' if logger

  raise "Missing the required parameter 'model_id' when calling delete_model." if model_id.nil?
  raise "Parameter value for 'model_id' must not be blank" if OCI::Internal::Util.blank_string?(model_id)

  path = '/models/{modelId}'.sub('{modelId}', model_id.to_s)
  operation_signing_strategy = :standard

  # rubocop:disable Style/NegatedIf
  # Query Params
  query_params = {}

  # Header Params
  header_params = {}
  header_params[:accept] = 'application/json'
  header_params[:'content-type'] = 'application/json'
  header_params[:'if-match'] = opts[:if_match] if opts[:if_match]
  header_params[:'opc-request-id'] = opts[:opc_request_id] if opts[:opc_request_id]
  # rubocop:enable Style/NegatedIf

  post_body = nil

  # rubocop:disable Metrics/BlockLength
  OCI::Retry.make_retrying_call(applicable_retry_config(opts), call_name: 'DataScienceClient#delete_model') do
    @api_client.call_api(
      :DELETE,
      path,
      endpoint,
      header_params: header_params,
      query_params: query_params,
      operation_signing_strategy: operation_signing_strategy,
      body: post_body
    )
  end
  # rubocop:enable Metrics/BlockLength
end

#delete_notebook_session(notebook_session_id, opts = {}) ⇒ Response

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

Parameters:

  • notebook_session_id (String)

    The OCID of the notebook session.

  • opts (Hash) (defaults to: {})

    the optional parameters

Options Hash (opts):

  • :retry_config (OCI::Retry::RetryConfig)

    The retry configuration to apply to this operation. If no key is provided then the service-level retry configuration defined by #retry_config will be used. If an explicit nil value is provided then the operation will not retry

  • :if_match (String)

    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 will be updated or deleted only if the etag you provide matches the resource's current etag value.

  • :opc_request_id (String)

    Unique Oracle-assigned identifier for the request. If you need to contact Oracle about a particular request, please provide the request ID.

Returns:

  • (Response)

    A Response object with data of type nil



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# File 'lib/oci/data_science/data_science_client.rb', line 978

def delete_notebook_session(notebook_session_id, opts = {})
  logger.debug 'Calling operation DataScienceClient#delete_notebook_session.' if logger

  raise "Missing the required parameter 'notebook_session_id' when calling delete_notebook_session." if notebook_session_id.nil?
  raise "Parameter value for 'notebook_session_id' must not be blank" if OCI::Internal::Util.blank_string?(notebook_session_id)

  path = '/notebookSessions/{notebookSessionId}'.sub('{notebookSessionId}', notebook_session_id.to_s)
  operation_signing_strategy = :standard

  # rubocop:disable Style/NegatedIf
  # Query Params
  query_params = {}

  # Header Params
  header_params = {}
  header_params[:accept] = 'application/json'
  header_params[:'content-type'] = 'application/json'
  header_params[:'if-match'] = opts[:if_match] if opts[:if_match]
  header_params[:'opc-request-id'] = opts[:opc_request_id] if opts[:opc_request_id]
  # rubocop:enable Style/NegatedIf

  post_body = nil

  # rubocop:disable Metrics/BlockLength
  OCI::Retry.make_retrying_call(applicable_retry_config(opts), call_name: 'DataScienceClient#delete_notebook_session') do
    @api_client.call_api(
      :DELETE,
      path,
      endpoint,
      header_params: header_params,
      query_params: query_params,
      operation_signing_strategy: operation_signing_strategy,
      body: post_body
    )
  end
  # rubocop:enable Metrics/BlockLength
end

#delete_project(project_id, opts = {}) ⇒ Response

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

Parameters:

  • project_id (String)

    The OCID of the project.

  • opts (Hash) (defaults to: {})

    the optional parameters

Options Hash (opts):

  • :retry_config (OCI::Retry::RetryConfig)

    The retry configuration to apply to this operation. If no key is provided then the service-level retry configuration defined by #retry_config will be used. If an explicit nil value is provided then the operation will not retry

  • :if_match (String)

    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 will be updated or deleted only if the etag you provide matches the resource's current etag value.

  • :opc_request_id (String)

    Unique Oracle-assigned identifier for the request. If you need to contact Oracle about a particular request, please provide the request ID.

Returns:

  • (Response)

    A Response object with data of type nil



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# File 'lib/oci/data_science/data_science_client.rb', line 1038

def delete_project(project_id, opts = {})
  logger.debug 'Calling operation DataScienceClient#delete_project.' if logger

  raise "Missing the required parameter 'project_id' when calling delete_project." if project_id.nil?
  raise "Parameter value for 'project_id' must not be blank" if OCI::Internal::Util.blank_string?(project_id)

  path = '/projects/{projectId}'.sub('{projectId}', project_id.to_s)
  operation_signing_strategy = :standard

  # rubocop:disable Style/NegatedIf
  # Query Params
  query_params = {}

  # Header Params
  header_params = {}
  header_params[:accept] = 'application/json'
  header_params[:'content-type'] = 'application/json'
  header_params[:'if-match'] = opts[:if_match] if opts[:if_match]
  header_params[:'opc-request-id'] = opts[:opc_request_id] if opts[:opc_request_id]
  # rubocop:enable Style/NegatedIf

  post_body = nil

  # rubocop:disable Metrics/BlockLength
  OCI::Retry.make_retrying_call(applicable_retry_config(opts), call_name: 'DataScienceClient#delete_project') do
    @api_client.call_api(
      :DELETE,
      path,
      endpoint,
      header_params: header_params,
      query_params: query_params,
      operation_signing_strategy: operation_signing_strategy,
      body: post_body
    )
  end
  # rubocop:enable Metrics/BlockLength
end

#get_model(model_id, opts = {}) ⇒ Response

Gets the specified model's information.

Parameters:

  • model_id (String)

    The OCID of the model.

  • opts (Hash) (defaults to: {})

    the optional parameters

Options Hash (opts):

  • :retry_config (OCI::Retry::RetryConfig)

    The retry configuration to apply to this operation. If no key is provided then the service-level retry configuration defined by #retry_config will be used. If an explicit nil value is provided then the operation will not retry

  • :opc_request_id (String)

    Unique Oracle-assigned identifier for the request. If you need to contact Oracle about a particular request, please provide the request ID.

Returns:



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# File 'lib/oci/data_science/data_science_client.rb', line 1092

def get_model(model_id, opts = {})
  logger.debug 'Calling operation DataScienceClient#get_model.' if logger

  raise "Missing the required parameter 'model_id' when calling get_model." if model_id.nil?
  raise "Parameter value for 'model_id' must not be blank" if OCI::Internal::Util.blank_string?(model_id)

  path = '/models/{modelId}'.sub('{modelId}', model_id.to_s)
  operation_signing_strategy = :standard

  # rubocop:disable Style/NegatedIf
  # Query Params
  query_params = {}

  # Header Params
  header_params = {}
  header_params[:accept] = 'application/json'
  header_params[:'content-type'] = 'application/json'
  header_params[:'opc-request-id'] = opts[:opc_request_id] if opts[:opc_request_id]
  # rubocop:enable Style/NegatedIf

  post_body = nil

  # rubocop:disable Metrics/BlockLength
  OCI::Retry.make_retrying_call(applicable_retry_config(opts), call_name: 'DataScienceClient#get_model') do
    @api_client.call_api(
      :GET,
      path,
      endpoint,
      header_params: header_params,
      query_params: query_params,
      operation_signing_strategy: operation_signing_strategy,
      body: post_body,
      return_type: 'OCI::DataScience::Models::Model'
    )
  end
  # rubocop:enable Metrics/BlockLength
end

#get_model_artifact_content(model_id, opts = {}, &block) ⇒ Response

Downloads model artifact content for specified model.

Parameters:

  • model_id (String)

    The OCID of the model.

  • opts (Hash) (defaults to: {})

    the optional parameters

  • [Block] (Hash)

    a customizable set of options

Options Hash (opts):

  • :retry_config (OCI::Retry::RetryConfig)

    The retry configuration to apply to this operation. If no key is provided then the service-level retry configuration defined by #retry_config will be used. If an explicit nil value is provided then the operation will not retry

  • :opc_request_id (String)

    Unique Oracle-assigned identifier for the request. If you need to contact Oracle about a particular request, please provide the request ID.

  • :range (String)

    Optional byte range to fetch, as described in RFC 7233, section 2.1. Note that only a single range of bytes is supported.

  • :response_target (String, IO)

    Streaming http body into a file (specified by file name or File object) or IO object if the block is not given

Returns:

  • (Response)

    A Response object with data of type String if response_target and block are not given, otherwise with nil data



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# File 'lib/oci/data_science/data_science_client.rb', line 1151

def get_model_artifact_content(model_id, opts = {}, &block)
  logger.debug 'Calling operation DataScienceClient#get_model_artifact_content.' if logger

  raise "Missing the required parameter 'model_id' when calling get_model_artifact_content." if model_id.nil?
  raise "Parameter value for 'model_id' must not be blank" if OCI::Internal::Util.blank_string?(model_id)

  path = '/models/{modelId}/artifact/content'.sub('{modelId}', model_id.to_s)
  operation_signing_strategy = :standard

  # rubocop:disable Style/NegatedIf
  # Query Params
  query_params = {}

  # Header Params
  header_params = {}
  header_params[:accept] = opts[:accept] if opts[:accept]
  header_params[:accept] ||= 'application/octet-stream'
  header_params[:'accept-encoding'] = opts[:accept_encoding] if opts[:accept_encoding]
  header_params[:'content-type'] = 'application/json'
  header_params[:'opc-request-id'] = opts[:opc_request_id] if opts[:opc_request_id]
  header_params[:range] = opts[:range] if opts[:range]
  # rubocop:enable Style/NegatedIf

  post_body = nil

  # rubocop:disable Metrics/BlockLength
  OCI::Retry.make_retrying_call(applicable_retry_config(opts), call_name: 'DataScienceClient#get_model_artifact_content') do
    if !block.nil?
      @api_client.call_api(
        :GET,
        path,
        endpoint,
        header_params: header_params,
        query_params: query_params,
        operation_signing_strategy: operation_signing_strategy,
        body: post_body,
        return_type: 'Stream',
        &block
      )
    elsif opts[:response_target]
      if opts[:response_target].respond_to? :write
        @api_client.call_api(
          :GET,
          path,
          endpoint,
          header_params: header_params,
          query_params: query_params,
          operation_signing_strategy: operation_signing_strategy,
          body: post_body,
          return_type: 'Stream',
          &proc { |chunk, _response| opts[:response_target].write(chunk) }
        )
      elsif opts[:response_target].is_a?(String)
        File.open(opts[:response_target], 'wb') do |output|
          return @api_client.call_api(
            :GET,
            path,
            endpoint,
            header_params: header_params,
            query_params: query_params,
            operation_signing_strategy: operation_signing_strategy,
            body: post_body,
            return_type: 'Stream',
            &proc { |chunk, _response| output.write(chunk) }
          )
        end
      end
    else
      @api_client.call_api(
        :GET,
        path,
        endpoint,
        header_params: header_params,
        query_params: query_params,
        operation_signing_strategy: operation_signing_strategy,
        body: post_body,
        return_type: 'String'
      )
    end
  end
  # rubocop:enable Metrics/BlockLength
end

#get_model_provenance(model_id, opts = {}) ⇒ Response

Gets provenance information for specified model.

Parameters:

  • model_id (String)

    The OCID of the model.

  • opts (Hash) (defaults to: {})

    the optional parameters

Options Hash (opts):

  • :retry_config (OCI::Retry::RetryConfig)

    The retry configuration to apply to this operation. If no key is provided then the service-level retry configuration defined by #retry_config will be used. If an explicit nil value is provided then the operation will not retry

  • :opc_request_id (String)

    Unique Oracle-assigned identifier for the request. If you need to contact Oracle about a particular request, please provide the request ID.

Returns:



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# File 'lib/oci/data_science/data_science_client.rb', line 1250

def get_model_provenance(model_id, opts = {})
  logger.debug 'Calling operation DataScienceClient#get_model_provenance.' if logger

  raise "Missing the required parameter 'model_id' when calling get_model_provenance." if model_id.nil?
  raise "Parameter value for 'model_id' must not be blank" if OCI::Internal::Util.blank_string?(model_id)

  path = '/models/{modelId}/provenance'.sub('{modelId}', model_id.to_s)
  operation_signing_strategy = :standard

  # rubocop:disable Style/NegatedIf
  # Query Params
  query_params = {}

  # Header Params
  header_params = {}
  header_params[:accept] = 'application/json'
  header_params[:'content-type'] = 'application/json'
  header_params[:'opc-request-id'] = opts[:opc_request_id] if opts[:opc_request_id]
  # rubocop:enable Style/NegatedIf

  post_body = nil

  # rubocop:disable Metrics/BlockLength
  OCI::Retry.make_retrying_call(applicable_retry_config(opts), call_name: 'DataScienceClient#get_model_provenance') do
    @api_client.call_api(
      :GET,
      path,
      endpoint,
      header_params: header_params,
      query_params: query_params,
      operation_signing_strategy: operation_signing_strategy,
      body: post_body,
      return_type: 'OCI::DataScience::Models::ModelProvenance'
    )
  end
  # rubocop:enable Metrics/BlockLength
end

#get_notebook_session(notebook_session_id, opts = {}) ⇒ Response

Gets the specified notebook session's information.

Parameters:

  • notebook_session_id (String)

    The OCID of the notebook session.

  • opts (Hash) (defaults to: {})

    the optional parameters

Options Hash (opts):

  • :retry_config (OCI::Retry::RetryConfig)

    The retry configuration to apply to this operation. If no key is provided then the service-level retry configuration defined by #retry_config will be used. If an explicit nil value is provided then the operation will not retry

  • :opc_request_id (String)

    Unique Oracle-assigned identifier for the request. If you need to contact Oracle about a particular request, please provide the request ID.

Returns:



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# File 'lib/oci/data_science/data_science_client.rb', line 1304

def get_notebook_session(notebook_session_id, opts = {})
  logger.debug 'Calling operation DataScienceClient#get_notebook_session.' if logger

  raise "Missing the required parameter 'notebook_session_id' when calling get_notebook_session." if notebook_session_id.nil?
  raise "Parameter value for 'notebook_session_id' must not be blank" if OCI::Internal::Util.blank_string?(notebook_session_id)

  path = '/notebookSessions/{notebookSessionId}'.sub('{notebookSessionId}', notebook_session_id.to_s)
  operation_signing_strategy = :standard

  # rubocop:disable Style/NegatedIf
  # Query Params
  query_params = {}

  # Header Params
  header_params = {}
  header_params[:accept] = 'application/json'
  header_params[:'content-type'] = 'application/json'
  header_params[:'opc-request-id'] = opts[:opc_request_id] if opts[:opc_request_id]
  # rubocop:enable Style/NegatedIf

  post_body = nil

  # rubocop:disable Metrics/BlockLength
  OCI::Retry.make_retrying_call(applicable_retry_config(opts), call_name: 'DataScienceClient#get_notebook_session') do
    @api_client.call_api(
      :GET,
      path,
      endpoint,
      header_params: header_params,
      query_params: query_params,
      operation_signing_strategy: operation_signing_strategy,
      body: post_body,
      return_type: 'OCI::DataScience::Models::NotebookSession'
    )
  end
  # rubocop:enable Metrics/BlockLength
end

#get_project(project_id, opts = {}) ⇒ Response

Gets the specified project's information.

Parameters:

  • project_id (String)

    The OCID of the project.

  • opts (Hash) (defaults to: {})

    the optional parameters

Options Hash (opts):

  • :retry_config (OCI::Retry::RetryConfig)

    The retry configuration to apply to this operation. If no key is provided then the service-level retry configuration defined by #retry_config will be used. If an explicit nil value is provided then the operation will not retry

  • :opc_request_id (String)

    Unique Oracle-assigned identifier for the request. If you need to contact Oracle about a particular request, please provide the request ID.

Returns:



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# File 'lib/oci/data_science/data_science_client.rb', line 1358

def get_project(project_id, opts = {})
  logger.debug 'Calling operation DataScienceClient#get_project.' if logger

  raise "Missing the required parameter 'project_id' when calling get_project." if project_id.nil?
  raise "Parameter value for 'project_id' must not be blank" if OCI::Internal::Util.blank_string?(project_id)

  path = '/projects/{projectId}'.sub('{projectId}', project_id.to_s)
  operation_signing_strategy = :standard

  # rubocop:disable Style/NegatedIf
  # Query Params
  query_params = {}

  # Header Params
  header_params = {}
  header_params[:accept] = 'application/json'
  header_params[:'content-type'] = 'application/json'
  header_params[:'opc-request-id'] = opts[:opc_request_id] if opts[:opc_request_id]
  # rubocop:enable Style/NegatedIf

  post_body = nil

  # rubocop:disable Metrics/BlockLength
  OCI::Retry.make_retrying_call(applicable_retry_config(opts), call_name: 'DataScienceClient#get_project') do
    @api_client.call_api(
      :GET,
      path,
      endpoint,
      header_params: header_params,
      query_params: query_params,
      operation_signing_strategy: operation_signing_strategy,
      body: post_body,
      return_type: 'OCI::DataScience::Models::Project'
    )
  end
  # rubocop:enable Metrics/BlockLength
end

#get_work_request(work_request_id, opts = {}) ⇒ Response

Gets the specified work request's information.

Parameters:

  • work_request_id (String)

    The OCID of the work request.

  • opts (Hash) (defaults to: {})

    the optional parameters

Options Hash (opts):

  • :retry_config (OCI::Retry::RetryConfig)

    The retry configuration to apply to this operation. If no key is provided then the service-level retry configuration defined by #retry_config will be used. If an explicit nil value is provided then the operation will not retry

  • :opc_request_id (String)

    Unique Oracle-assigned identifier for the request. If you need to contact Oracle about a particular request, please provide the request ID.

Returns:



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# File 'lib/oci/data_science/data_science_client.rb', line 1412

def get_work_request(work_request_id, opts = {})
  logger.debug 'Calling operation DataScienceClient#get_work_request.' if logger

  raise "Missing the required parameter 'work_request_id' when calling get_work_request." if work_request_id.nil?
  raise "Parameter value for 'work_request_id' must not be blank" if OCI::Internal::Util.blank_string?(work_request_id)

  path = '/workRequests/{workRequestId}'.sub('{workRequestId}', work_request_id.to_s)
  operation_signing_strategy = :standard

  # rubocop:disable Style/NegatedIf
  # Query Params
  query_params = {}

  # Header Params
  header_params = {}
  header_params[:accept] = 'application/json'
  header_params[:'content-type'] = 'application/json'
  header_params[:'opc-request-id'] = opts[:opc_request_id] if opts[:opc_request_id]
  # rubocop:enable Style/NegatedIf

  post_body = nil

  # rubocop:disable Metrics/BlockLength
  OCI::Retry.make_retrying_call(applicable_retry_config(opts), call_name: 'DataScienceClient#get_work_request') do
    @api_client.call_api(
      :GET,
      path,
      endpoint,
      header_params: header_params,
      query_params: query_params,
      operation_signing_strategy: operation_signing_strategy,
      body: post_body,
      return_type: 'OCI::DataScience::Models::WorkRequest'
    )
  end
  # rubocop:enable Metrics/BlockLength
end

#head_model_artifact(model_id, opts = {}) ⇒ Response

Gets model artifact metadata for specified model.

Parameters:

  • model_id (String)

    The OCID of the model.

  • opts (Hash) (defaults to: {})

    the optional parameters

Options Hash (opts):

  • :retry_config (OCI::Retry::RetryConfig)

    The retry configuration to apply to this operation. If no key is provided then the service-level retry configuration defined by #retry_config will be used. If an explicit nil value is provided then the operation will not retry

  • :opc_request_id (String)

    Unique Oracle-assigned identifier for the request. If you need to contact Oracle about a particular request, please provide the request ID.

Returns:

  • (Response)

    A Response object with data of type nil



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# File 'lib/oci/data_science/data_science_client.rb', line 1466

def head_model_artifact(model_id, opts = {})
  logger.debug 'Calling operation DataScienceClient#head_model_artifact.' if logger

  raise "Missing the required parameter 'model_id' when calling head_model_artifact." if model_id.nil?
  raise "Parameter value for 'model_id' must not be blank" if OCI::Internal::Util.blank_string?(model_id)

  path = '/models/{modelId}/artifact/content'.sub('{modelId}', model_id.to_s)
  operation_signing_strategy = :standard

  # rubocop:disable Style/NegatedIf
  # Query Params
  query_params = {}

  # Header Params
  header_params = {}
  header_params[:accept] = 'application/json'
  header_params[:'content-type'] = 'application/json'
  header_params[:'opc-request-id'] = opts[:opc_request_id] if opts[:opc_request_id]
  # rubocop:enable Style/NegatedIf

  post_body = nil

  # rubocop:disable Metrics/BlockLength
  OCI::Retry.make_retrying_call(applicable_retry_config(opts), call_name: 'DataScienceClient#head_model_artifact') do
    @api_client.call_api(
      :HEAD,
      path,
      endpoint,
      header_params: header_params,
      query_params: query_params,
      operation_signing_strategy: operation_signing_strategy,
      body: post_body
    )
  end
  # rubocop:enable Metrics/BlockLength
end

#list_models(compartment_id, opts = {}) ⇒ Response

Lists models in the specified compartment.

Parameters:

  • compartment_id (String)

    Filter results by the OCID of the compartment.

  • opts (Hash) (defaults to: {})

    the optional parameters

Options Hash (opts):

  • :retry_config (OCI::Retry::RetryConfig)

    The retry configuration to apply to this operation. If no key is provided then the service-level retry configuration defined by #retry_config will be used. If an explicit nil value is provided then the operation will not retry

  • :id (String)

    Filter results by OCID. Must be an OCID of the correct type for the resource type.

  • :project_id (String)

    Filter results by the OCID of the project.

  • :display_name (String)

    Filter results by its user-friendly name.

  • :lifecycle_state (String)

    Filter results by the specified lifecycle state. Must be a valid state for the resource type.

  • :created_by (String)

    Filter results by the OCID of the user who created the resource.

  • :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.

    Example: 500 (default to 10)

  • :page (String)

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

    See List Pagination.

  • :sort_order (String)

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

    Allowed values are: ASC, DESC

  • :sort_by (String)

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

    Allowed values are: timeCreated, displayName, lifecycleState

  • :opc_request_id (String)

    Unique Oracle-assigned identifier for the request. If you need to contact Oracle about a particular request, please provide the request ID.

Returns:



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# File 'lib/oci/data_science/data_science_client.rb', line 1547

def list_models(compartment_id, opts = {})
  logger.debug 'Calling operation DataScienceClient#list_models.' if logger

  raise "Missing the required parameter 'compartment_id' when calling list_models." if compartment_id.nil?

  if opts[:lifecycle_state] && !OCI::DataScience::Models::MODEL_LIFECYCLE_STATE_ENUM.include?(opts[:lifecycle_state])
    raise 'Invalid value for "lifecycle_state", must be one of the values in OCI::DataScience::Models::MODEL_LIFECYCLE_STATE_ENUM.'
  end

  if opts[:sort_order] && !%w[ASC DESC].include?(opts[:sort_order])
    raise 'Invalid value for "sort_order", must be one of ASC, DESC.'
  end

  if opts[:sort_by] && !%w[timeCreated displayName lifecycleState].include?(opts[:sort_by])
    raise 'Invalid value for "sort_by", must be one of timeCreated, displayName, lifecycleState.'
  end

  path = '/models'
  operation_signing_strategy = :standard

  # rubocop:disable Style/NegatedIf
  # Query Params
  query_params = {}
  query_params[:compartmentId] = compartment_id
  query_params[:id] = opts[:id] if opts[:id]
  query_params[:projectId] = opts[:project_id] if opts[:project_id]
  query_params[:displayName] = opts[:display_name] if opts[:display_name]
  query_params[:lifecycleState] = opts[:lifecycle_state] if opts[:lifecycle_state]
  query_params[:createdBy] = opts[:created_by] if opts[:created_by]
  query_params[:limit] = opts[:limit] if opts[:limit]
  query_params[:page] = opts[:page] if opts[:page]
  query_params[:sortOrder] = opts[:sort_order] if opts[:sort_order]
  query_params[:sortBy] = opts[:sort_by] if opts[:sort_by]

  # Header Params
  header_params = {}
  header_params[:accept] = 'application/json'
  header_params[:'content-type'] = 'application/json'
  header_params[:'opc-request-id'] = opts[:opc_request_id] if opts[:opc_request_id]
  # rubocop:enable Style/NegatedIf

  post_body = nil

  # rubocop:disable Metrics/BlockLength
  OCI::Retry.make_retrying_call(applicable_retry_config(opts), call_name: 'DataScienceClient#list_models') do
    @api_client.call_api(
      :GET,
      path,
      endpoint,
      header_params: header_params,
      query_params: query_params,
      operation_signing_strategy: operation_signing_strategy,
      body: post_body,
      return_type: 'Array<OCI::DataScience::Models::ModelSummary>'
    )
  end
  # rubocop:enable Metrics/BlockLength
end

#list_notebook_session_shapes(compartment_id, opts = {}) ⇒ Response

Lists the valid notebook session shapes.

Parameters:

  • compartment_id (String)

    Filter results by the OCID of the compartment.

  • opts (Hash) (defaults to: {})

    the optional parameters

Options Hash (opts):

  • :retry_config (OCI::Retry::RetryConfig)

    The retry configuration to apply to this operation. If no key is provided then the service-level retry configuration defined by #retry_config will be used. If an explicit nil value is provided then the operation will not retry

  • :opc_request_id (String)

    Unique Oracle-assigned identifier for the request. If you need to contact Oracle about a particular request, please provide the request ID.

  • :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.

    Example: 500 (default to 10)

  • :page (String)

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

    See List Pagination.

Returns:



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# File 'lib/oci/data_science/data_science_client.rb', line 1634

def list_notebook_session_shapes(compartment_id, opts = {})
  logger.debug 'Calling operation DataScienceClient#list_notebook_session_shapes.' if logger

  raise "Missing the required parameter 'compartment_id' when calling list_notebook_session_shapes." if compartment_id.nil?

  path = '/notebookSessionShapes'
  operation_signing_strategy = :standard

  # rubocop:disable Style/NegatedIf
  # Query Params
  query_params = {}
  query_params[:compartmentId] = compartment_id
  query_params[:limit] = opts[:limit] if opts[:limit]
  query_params[:page] = opts[:page] if opts[:page]

  # Header Params
  header_params = {}
  header_params[:accept] = 'application/json'
  header_params[:'content-type'] = 'application/json'
  header_params[:'opc-request-id'] = opts[:opc_request_id] if opts[:opc_request_id]
  # rubocop:enable Style/NegatedIf

  post_body = nil

  # rubocop:disable Metrics/BlockLength
  OCI::Retry.make_retrying_call(applicable_retry_config(opts), call_name: 'DataScienceClient#list_notebook_session_shapes') do
    @api_client.call_api(
      :GET,
      path,
      endpoint,
      header_params: header_params,
      query_params: query_params,
      operation_signing_strategy: operation_signing_strategy,
      body: post_body,
      return_type: 'Array<OCI::DataScience::Models::NotebookSessionShapeSummary>'
    )
  end
  # rubocop:enable Metrics/BlockLength
end

#list_notebook_sessions(compartment_id, opts = {}) ⇒ Response

Lists notebook sessions in the specified compartment.

Parameters:

  • compartment_id (String)

    Filter results by the OCID of the compartment.

  • opts (Hash) (defaults to: {})

    the optional parameters

Options Hash (opts):

  • :retry_config (OCI::Retry::RetryConfig)

    The retry configuration to apply to this operation. If no key is provided then the service-level retry configuration defined by #retry_config will be used. If an explicit nil value is provided then the operation will not retry

  • :id (String)

    Filter results by OCID. Must be an OCID of the correct type for the resource type.

  • :project_id (String)

    Filter results by the OCID of the project.

  • :display_name (String)

    Filter results by its user-friendly name.

  • :lifecycle_state (String)

    Filter results by the specified lifecycle state. Must be a valid state for the resource type.

  • :created_by (String)

    Filter results by the OCID of the user who created the resource.

  • :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.

    Example: 500 (default to 10)

  • :page (String)

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

    See List Pagination.

  • :sort_order (String)

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

    Allowed values are: ASC, DESC

  • :sort_by (String)

    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 displayName field is case sensitive.

    Allowed values are: timeCreated, displayName

  • :opc_request_id (String)

    Unique Oracle-assigned identifier for the request. If you need to contact Oracle about a particular request, please provide the request ID.

Returns:



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# File 'lib/oci/data_science/data_science_client.rb', line 1719

def list_notebook_sessions(compartment_id, opts = {})
  logger.debug 'Calling operation DataScienceClient#list_notebook_sessions.' if logger

  raise "Missing the required parameter 'compartment_id' when calling list_notebook_sessions." if compartment_id.nil?

  if opts[:lifecycle_state] && !OCI::DataScience::Models::NOTEBOOK_SESSION_LIFECYCLE_STATE_ENUM.include?(opts[:lifecycle_state])
    raise 'Invalid value for "lifecycle_state", must be one of the values in OCI::DataScience::Models::NOTEBOOK_SESSION_LIFECYCLE_STATE_ENUM.'
  end

  if opts[:sort_order] && !%w[ASC DESC].include?(opts[:sort_order])
    raise 'Invalid value for "sort_order", must be one of ASC, DESC.'
  end

  if opts[:sort_by] && !%w[timeCreated displayName].include?(opts[:sort_by])
    raise 'Invalid value for "sort_by", must be one of timeCreated, displayName.'
  end

  path = '/notebookSessions'
  operation_signing_strategy = :standard

  # rubocop:disable Style/NegatedIf
  # Query Params
  query_params = {}
  query_params[:compartmentId] = compartment_id
  query_params[:id] = opts[:id] if opts[:id]
  query_params[:projectId] = opts[:project_id] if opts[:project_id]
  query_params[:displayName] = opts[:display_name] if opts[:display_name]
  query_params[:lifecycleState] = opts[:lifecycle_state] if opts[:lifecycle_state]
  query_params[:createdBy] = opts[:created_by] if opts[:created_by]
  query_params[:limit] = opts[:limit] if opts[:limit]
  query_params[:page] = opts[:page] if opts[:page]
  query_params[:sortOrder] = opts[:sort_order] if opts[:sort_order]
  query_params[:sortBy] = opts[:sort_by] if opts[:sort_by]

  # Header Params
  header_params = {}
  header_params[:accept] = 'application/json'
  header_params[:'content-type'] = 'application/json'
  header_params[:'opc-request-id'] = opts[:opc_request_id] if opts[:opc_request_id]
  # rubocop:enable Style/NegatedIf

  post_body = nil

  # rubocop:disable Metrics/BlockLength
  OCI::Retry.make_retrying_call(applicable_retry_config(opts), call_name: 'DataScienceClient#list_notebook_sessions') do
    @api_client.call_api(
      :GET,
      path,
      endpoint,
      header_params: header_params,
      query_params: query_params,
      operation_signing_strategy: operation_signing_strategy,
      body: post_body,
      return_type: 'Array<OCI::DataScience::Models::NotebookSessionSummary>'
    )
  end
  # rubocop:enable Metrics/BlockLength
end

#list_projects(compartment_id, opts = {}) ⇒ Response

Lists projects in the specified compartment.

Parameters:

  • compartment_id (String)

    Filter results by the OCID of the compartment.

  • opts (Hash) (defaults to: {})

    the optional parameters

Options Hash (opts):

  • :retry_config (OCI::Retry::RetryConfig)

    The retry configuration to apply to this operation. If no key is provided then the service-level retry configuration defined by #retry_config will be used. If an explicit nil value is provided then the operation will not retry

  • :id (String)

    Filter results by OCID. Must be an OCID of the correct type for the resource type.

  • :display_name (String)

    Filter results by its user-friendly name.

  • :lifecycle_state (String)

    Filter results by the specified lifecycle state. Must be a valid state for the resource type.

  • :created_by (String)

    Filter results by the OCID of the user who created the resource.

  • :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.

    Example: 500 (default to 10)

  • :page (String)

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

    See List Pagination.

  • :sort_order (String)

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

    Allowed values are: ASC, DESC

  • :sort_by (String)

    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 displayName field is case sensitive.

    Allowed values are: timeCreated, displayName

  • :opc_request_id (String)

    Unique Oracle-assigned identifier for the request. If you need to contact Oracle about a particular request, please provide the request ID.

Returns:



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# File 'lib/oci/data_science/data_science_client.rb', line 1822

def list_projects(compartment_id, opts = {})
  logger.debug 'Calling operation DataScienceClient#list_projects.' if logger

  raise "Missing the required parameter 'compartment_id' when calling list_projects." if compartment_id.nil?

  if opts[:lifecycle_state] && !OCI::DataScience::Models::PROJECT_LIFECYCLE_STATE_ENUM.include?(opts[:lifecycle_state])
    raise 'Invalid value for "lifecycle_state", must be one of the values in OCI::DataScience::Models::PROJECT_LIFECYCLE_STATE_ENUM.'
  end

  if opts[:sort_order] && !%w[ASC DESC].include?(opts[:sort_order])
    raise 'Invalid value for "sort_order", must be one of ASC, DESC.'
  end

  if opts[:sort_by] && !%w[timeCreated displayName].include?(opts[:sort_by])
    raise 'Invalid value for "sort_by", must be one of timeCreated, displayName.'
  end

  path = '/projects'
  operation_signing_strategy = :standard

  # rubocop:disable Style/NegatedIf
  # Query Params
  query_params = {}
  query_params[:compartmentId] = compartment_id
  query_params[:id] = opts[:id] if opts[:id]
  query_params[:displayName] = opts[:display_name] if opts[:display_name]
  query_params[:lifecycleState] = opts[:lifecycle_state] if opts[:lifecycle_state]
  query_params[:createdBy] = opts[:created_by] if opts[:created_by]
  query_params[:limit] = opts[:limit] if opts[:limit]
  query_params[:page] = opts[:page] if opts[:page]
  query_params[:sortOrder] = opts[:sort_order] if opts[:sort_order]
  query_params[:sortBy] = opts[:sort_by] if opts[:sort_by]

  # Header Params
  header_params = {}
  header_params[:accept] = 'application/json'
  header_params[:'content-type'] = 'application/json'
  header_params[:'opc-request-id'] = opts[:opc_request_id] if opts[:opc_request_id]
  # rubocop:enable Style/NegatedIf

  post_body = nil

  # rubocop:disable Metrics/BlockLength
  OCI::Retry.make_retrying_call(applicable_retry_config(opts), call_name: 'DataScienceClient#list_projects') do
    @api_client.call_api(
      :GET,
      path,
      endpoint,
      header_params: header_params,
      query_params: query_params,
      operation_signing_strategy: operation_signing_strategy,
      body: post_body,
      return_type: 'Array<OCI::DataScience::Models::ProjectSummary>'
    )
  end
  # rubocop:enable Metrics/BlockLength
end

#list_work_request_errors(work_request_id, opts = {}) ⇒ Response

Lists work request errors for the specified work request.

Parameters:

  • work_request_id (String)

    The OCID of the work request.

  • opts (Hash) (defaults to: {})

    the optional parameters

Options Hash (opts):

  • :retry_config (OCI::Retry::RetryConfig)

    The retry configuration to apply to this operation. If no key is provided then the service-level retry configuration defined by #retry_config will be used. If an explicit nil value is provided then the operation will not retry

  • :opc_request_id (String)

    Unique Oracle-assigned identifier for the request. If you need to contact Oracle about a particular request, please provide the request ID.

Returns:



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# File 'lib/oci/data_science/data_science_client.rb', line 1896

def list_work_request_errors(work_request_id, opts = {})
  logger.debug 'Calling operation DataScienceClient#list_work_request_errors.' if logger

  raise "Missing the required parameter 'work_request_id' when calling list_work_request_errors." if work_request_id.nil?
  raise "Parameter value for 'work_request_id' must not be blank" if OCI::Internal::Util.blank_string?(work_request_id)

  path = '/workRequests/{workRequestId}/errors'.sub('{workRequestId}', work_request_id.to_s)
  operation_signing_strategy = :standard

  # rubocop:disable Style/NegatedIf
  # Query Params
  query_params = {}

  # Header Params
  header_params = {}
  header_params[:accept] = 'application/json'
  header_params[:'content-type'] = 'application/json'
  header_params[:'opc-request-id'] = opts[:opc_request_id] if opts[:opc_request_id]
  # rubocop:enable Style/NegatedIf

  post_body = nil

  # rubocop:disable Metrics/BlockLength
  OCI::Retry.make_retrying_call(applicable_retry_config(opts), call_name: 'DataScienceClient#list_work_request_errors') do
    @api_client.call_api(
      :GET,
      path,
      endpoint,
      header_params: header_params,
      query_params: query_params,
      operation_signing_strategy: operation_signing_strategy,
      body: post_body,
      return_type: 'Array<OCI::DataScience::Models::WorkRequestError>'
    )
  end
  # rubocop:enable Metrics/BlockLength
end

#list_work_request_logs(work_request_id, opts = {}) ⇒ Response

Lists work request logs for the specified work request.

Parameters:

  • work_request_id (String)

    The OCID of the work request.

  • opts (Hash) (defaults to: {})

    the optional parameters

Options Hash (opts):

  • :retry_config (OCI::Retry::RetryConfig)

    The retry configuration to apply to this operation. If no key is provided then the service-level retry configuration defined by #retry_config will be used. If an explicit nil value is provided then the operation will not retry

  • :opc_request_id (String)

    Unique Oracle-assigned identifier for the request. If you need to contact Oracle about a particular request, please provide the request ID.

Returns:



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# File 'lib/oci/data_science/data_science_client.rb', line 1950

def list_work_request_logs(work_request_id, opts = {})
  logger.debug 'Calling operation DataScienceClient#list_work_request_logs.' if logger

  raise "Missing the required parameter 'work_request_id' when calling list_work_request_logs." if work_request_id.nil?
  raise "Parameter value for 'work_request_id' must not be blank" if OCI::Internal::Util.blank_string?(work_request_id)

  path = '/workRequests/{workRequestId}/logs'.sub('{workRequestId}', work_request_id.to_s)
  operation_signing_strategy = :standard

  # rubocop:disable Style/NegatedIf
  # Query Params
  query_params = {}

  # Header Params
  header_params = {}
  header_params[:accept] = 'application/json'
  header_params[:'content-type'] = 'application/json'
  header_params[:'opc-request-id'] = opts[:opc_request_id] if opts[:opc_request_id]
  # rubocop:enable Style/NegatedIf

  post_body = nil

  # rubocop:disable Metrics/BlockLength
  OCI::Retry.make_retrying_call(applicable_retry_config(opts), call_name: 'DataScienceClient#list_work_request_logs') do
    @api_client.call_api(
      :GET,
      path,
      endpoint,
      header_params: header_params,
      query_params: query_params,
      operation_signing_strategy: operation_signing_strategy,
      body: post_body,
      return_type: 'Array<OCI::DataScience::Models::WorkRequestLogEntry>'
    )
  end
  # rubocop:enable Metrics/BlockLength
end

#list_work_requests(compartment_id, opts = {}) ⇒ Response

Lists work requests in the specified compartment.

Parameters:

  • compartment_id (String)

    Filter results by the OCID of the compartment.

  • opts (Hash) (defaults to: {})

    the optional parameters

Options Hash (opts):

  • :retry_config (OCI::Retry::RetryConfig)

    The retry configuration to apply to this operation. If no key is provided then the service-level retry configuration defined by #retry_config will be used. If an explicit nil value is provided then the operation will not retry

  • :id (String)

    Filter results by OCID. Must be an OCID of the correct type for the resource type.

  • :operation_type (String)

    Filter results by the type of the operation associated with the work request. Allowed values are: NOTEBOOK_SESSION_CREATE, NOTEBOOK_SESSION_DELETE, NOTEBOOK_SESSION_ACTIVATE, NOTEBOOK_SESSION_DEACTIVATE, PROJECT_DELETE, WORKREQUEST_CANCEL

  • :status (String)

    Filter results by work request status. Allowed values are: ACCEPTED, IN_PROGRESS, FAILED, SUCCEEDED, CANCELING, CANCELED

  • :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.

    Example: 500 (default to 10)

  • :page (String)

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

    See List Pagination.

  • :sort_order (String)

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

    Allowed values are: ASC, DESC

  • :sort_by (String)

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

    Allowed values are: operationType, status, timeAccepted

  • :opc_request_id (String)

    Unique Oracle-assigned identifier for the request. If you need to contact Oracle about a particular request, please provide the request ID.

Returns:



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# File 'lib/oci/data_science/data_science_client.rb', line 2028

def list_work_requests(compartment_id, opts = {})
  logger.debug 'Calling operation DataScienceClient#list_work_requests.' if logger

  raise "Missing the required parameter 'compartment_id' when calling list_work_requests." if compartment_id.nil?

  if opts[:operation_type] && !%w[NOTEBOOK_SESSION_CREATE NOTEBOOK_SESSION_DELETE NOTEBOOK_SESSION_ACTIVATE NOTEBOOK_SESSION_DEACTIVATE PROJECT_DELETE WORKREQUEST_CANCEL].include?(opts[:operation_type])
    raise 'Invalid value for "operation_type", must be one of NOTEBOOK_SESSION_CREATE, NOTEBOOK_SESSION_DELETE, NOTEBOOK_SESSION_ACTIVATE, NOTEBOOK_SESSION_DEACTIVATE, PROJECT_DELETE, WORKREQUEST_CANCEL.'
  end

  if opts[:status] && !%w[ACCEPTED IN_PROGRESS FAILED SUCCEEDED CANCELING CANCELED].include?(opts[:status])
    raise 'Invalid value for "status", must be one of ACCEPTED, IN_PROGRESS, FAILED, SUCCEEDED, CANCELING, CANCELED.'
  end

  if opts[:sort_order] && !%w[ASC DESC].include?(opts[:sort_order])
    raise 'Invalid value for "sort_order", must be one of ASC, DESC.'
  end

  if opts[:sort_by] && !%w[operationType status timeAccepted].include?(opts[:sort_by])
    raise 'Invalid value for "sort_by", must be one of operationType, status, timeAccepted.'
  end

  path = '/workRequests'
  operation_signing_strategy = :standard

  # rubocop:disable Style/NegatedIf
  # Query Params
  query_params = {}
  query_params[:compartmentId] = compartment_id
  query_params[:id] = opts[:id] if opts[:id]
  query_params[:operationType] = opts[:operation_type] if opts[:operation_type]
  query_params[:status] = opts[:status] if opts[:status]
  query_params[:limit] = opts[:limit] if opts[:limit]
  query_params[:page] = opts[:page] if opts[:page]
  query_params[:sortOrder] = opts[:sort_order] if opts[:sort_order]
  query_params[:sortBy] = opts[:sort_by] if opts[:sort_by]

  # Header Params
  header_params = {}
  header_params[:accept] = 'application/json'
  header_params[:'content-type'] = 'application/json'
  header_params[:'opc-request-id'] = opts[:opc_request_id] if opts[:opc_request_id]
  # rubocop:enable Style/NegatedIf

  post_body = nil

  # rubocop:disable Metrics/BlockLength
  OCI::Retry.make_retrying_call(applicable_retry_config(opts), call_name: 'DataScienceClient#list_work_requests') do
    @api_client.call_api(
      :GET,
      path,
      endpoint,
      header_params: header_params,
      query_params: query_params,
      operation_signing_strategy: operation_signing_strategy,
      body: post_body,
      return_type: 'Array<OCI::DataScience::Models::WorkRequestSummary>'
    )
  end
  # rubocop:enable Metrics/BlockLength
end

#loggerLogger

Returns The logger for this client. May be nil.

Returns:

  • (Logger)

    The logger for this client. May be nil.



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# File 'lib/oci/data_science/data_science_client.rb', line 101

def logger
  @api_client.config.logger
end

#update_model(model_id, update_model_details, opts = {}) ⇒ Response

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

Parameters:

  • model_id (String)

    The OCID of the model.

  • update_model_details (OCI::DataScience::Models::UpdateModelDetails)

    Details for updating a model. You can update the displayName, description, freeformTags, and definedTags properties.

  • opts (Hash) (defaults to: {})

    the optional parameters

Options Hash (opts):

  • :retry_config (OCI::Retry::RetryConfig)

    The retry configuration to apply to this operation. If no key is provided then the service-level retry configuration defined by #retry_config will be used. If an explicit nil value is provided then the operation will not retry

  • :if_match (String)

    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 will be updated or deleted only if the etag you provide matches the resource's current etag value.

  • :opc_request_id (String)

    Unique Oracle-assigned identifier for the request. If you need to contact Oracle about a particular request, please provide the request ID.

Returns:



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# File 'lib/oci/data_science/data_science_client.rb', line 2112

def update_model(model_id, update_model_details, opts = {})
  logger.debug 'Calling operation DataScienceClient#update_model.' if logger

  raise "Missing the required parameter 'model_id' when calling update_model." if model_id.nil?
  raise "Missing the required parameter 'update_model_details' when calling update_model." if update_model_details.nil?
  raise "Parameter value for 'model_id' must not be blank" if OCI::Internal::Util.blank_string?(model_id)

  path = '/models/{modelId}'.sub('{modelId}', model_id.to_s)
  operation_signing_strategy = :standard

  # rubocop:disable Style/NegatedIf
  # Query Params
  query_params = {}

  # Header Params
  header_params = {}
  header_params[:accept] = 'application/json'
  header_params[:'content-type'] = 'application/json'
  header_params[:'if-match'] = opts[:if_match] if opts[:if_match]
  header_params[:'opc-request-id'] = opts[:opc_request_id] if opts[:opc_request_id]
  # rubocop:enable Style/NegatedIf

  post_body = @api_client.object_to_http_body(update_model_details)

  # rubocop:disable Metrics/BlockLength
  OCI::Retry.make_retrying_call(applicable_retry_config(opts), call_name: 'DataScienceClient#update_model') do
    @api_client.call_api(
      :PUT,
      path,
      endpoint,
      header_params: header_params,
      query_params: query_params,
      operation_signing_strategy: operation_signing_strategy,
      body: post_body,
      return_type: 'OCI::DataScience::Models::Model'
    )
  end
  # rubocop:enable Metrics/BlockLength
end

#update_model_provenance(model_id, update_model_provenance_details, opts = {}) ⇒ Response

Updates provenance information for the specified model.

Parameters:

Options Hash (opts):

  • :retry_config (OCI::Retry::RetryConfig)

    The retry configuration to apply to this operation. If no key is provided then the service-level retry configuration defined by #retry_config will be used. If an explicit nil value is provided then the operation will not retry

  • :opc_request_id (String)

    Unique Oracle-assigned identifier for the request. If you need to contact Oracle about a particular request, please provide the request ID.

  • :if_match (String)

    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 will be updated or deleted only if the etag you provide matches the resource's current etag value.

Returns:



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# File 'lib/oci/data_science/data_science_client.rb', line 2175

def update_model_provenance(model_id, update_model_provenance_details, opts = {})
  logger.debug 'Calling operation DataScienceClient#update_model_provenance.' if logger

  raise "Missing the required parameter 'model_id' when calling update_model_provenance." if model_id.nil?
  raise "Missing the required parameter 'update_model_provenance_details' when calling update_model_provenance." if update_model_provenance_details.nil?
  raise "Parameter value for 'model_id' must not be blank" if OCI::Internal::Util.blank_string?(model_id)

  path = '/models/{modelId}/provenance'.sub('{modelId}', model_id.to_s)
  operation_signing_strategy = :standard

  # rubocop:disable Style/NegatedIf
  # Query Params
  query_params = {}

  # Header Params
  header_params = {}
  header_params[:accept] = 'application/json'
  header_params[:'content-type'] = 'application/json'
  header_params[:'opc-request-id'] = opts[:opc_request_id] if opts[:opc_request_id]
  header_params[:'if-match'] = opts[:if_match] if opts[:if_match]
  # rubocop:enable Style/NegatedIf

  post_body = @api_client.object_to_http_body(update_model_provenance_details)

  # rubocop:disable Metrics/BlockLength
  OCI::Retry.make_retrying_call(applicable_retry_config(opts), call_name: 'DataScienceClient#update_model_provenance') do
    @api_client.call_api(
      :PUT,
      path,
      endpoint,
      header_params: header_params,
      query_params: query_params,
      operation_signing_strategy: operation_signing_strategy,
      body: post_body,
      return_type: 'OCI::DataScience::Models::ModelProvenance'
    )
  end
  # rubocop:enable Metrics/BlockLength
end

#update_notebook_session(notebook_session_id, update_notebook_session_details, opts = {}) ⇒ Response

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 will take effect the next time the ActivateNotebookSession action is invoked on the notebook session resource.

Parameters:

  • notebook_session_id (String)

    The OCID of the notebook session.

  • update_notebook_session_details (OCI::DataScience::Models::UpdateNotebookSessionDetails)

    Details for updating a notebook session. notebookSessionConfigurationDetails can only be updated while the notebook session is in the INACTIVE state. Changes to the notebookSessionConfigurationDetails will take effect the next time the ActivateNotebookSession action is invoked on the notebook session resource.

  • opts (Hash) (defaults to: {})

    the optional parameters

Options Hash (opts):

  • :retry_config (OCI::Retry::RetryConfig)

    The retry configuration to apply to this operation. If no key is provided then the service-level retry configuration defined by #retry_config will be used. If an explicit nil value is provided then the operation will not retry

  • :if_match (String)

    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 will be updated or deleted only if the etag you provide matches the resource's current etag value.

  • :opc_request_id (String)

    Unique Oracle-assigned identifier for the request. If you need to contact Oracle about a particular request, please provide the request ID.

Returns:



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# File 'lib/oci/data_science/data_science_client.rb', line 2243

def update_notebook_session(notebook_session_id, update_notebook_session_details, opts = {})
  logger.debug 'Calling operation DataScienceClient#update_notebook_session.' if logger

  raise "Missing the required parameter 'notebook_session_id' when calling update_notebook_session." if notebook_session_id.nil?
  raise "Missing the required parameter 'update_notebook_session_details' when calling update_notebook_session." if update_notebook_session_details.nil?
  raise "Parameter value for 'notebook_session_id' must not be blank" if OCI::Internal::Util.blank_string?(notebook_session_id)

  path = '/notebookSessions/{notebookSessionId}'.sub('{notebookSessionId}', notebook_session_id.to_s)
  operation_signing_strategy = :standard

  # rubocop:disable Style/NegatedIf
  # Query Params
  query_params = {}

  # Header Params
  header_params = {}
  header_params[:accept] = 'application/json'
  header_params[:'content-type'] = 'application/json'
  header_params[:'if-match'] = opts[:if_match] if opts[:if_match]
  header_params[:'opc-request-id'] = opts[:opc_request_id] if opts[:opc_request_id]
  # rubocop:enable Style/NegatedIf

  post_body = @api_client.object_to_http_body(update_notebook_session_details)

  # rubocop:disable Metrics/BlockLength
  OCI::Retry.make_retrying_call(applicable_retry_config(opts), call_name: 'DataScienceClient#update_notebook_session') do
    @api_client.call_api(
      :PUT,
      path,
      endpoint,
      header_params: header_params,
      query_params: query_params,
      operation_signing_strategy: operation_signing_strategy,
      body: post_body,
      return_type: 'OCI::DataScience::Models::NotebookSession'
    )
  end
  # rubocop:enable Metrics/BlockLength
end

#update_project(project_id, update_project_details, opts = {}) ⇒ Response

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

Parameters:

  • project_id (String)

    The OCID of the project.

  • update_project_details (OCI::DataScience::Models::UpdateProjectDetails)

    Details for updating a project. You can update the displayName, description, freeformTags, and definedTags properties.

  • opts (Hash) (defaults to: {})

    the optional parameters

Options Hash (opts):

  • :retry_config (OCI::Retry::RetryConfig)

    The retry configuration to apply to this operation. If no key is provided then the service-level retry configuration defined by #retry_config will be used. If an explicit nil value is provided then the operation will not retry

  • :if_match (String)

    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 will be updated or deleted only if the etag you provide matches the resource's current etag value.

  • :opc_request_id (String)

    Unique Oracle-assigned identifier for the request. If you need to contact Oracle about a particular request, please provide the request ID.

Returns:



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# File 'lib/oci/data_science/data_science_client.rb', line 2306

def update_project(project_id, update_project_details, opts = {})
  logger.debug 'Calling operation DataScienceClient#update_project.' if logger

  raise "Missing the required parameter 'project_id' when calling update_project." if project_id.nil?
  raise "Missing the required parameter 'update_project_details' when calling update_project." if update_project_details.nil?
  raise "Parameter value for 'project_id' must not be blank" if OCI::Internal::Util.blank_string?(project_id)

  path = '/projects/{projectId}'.sub('{projectId}', project_id.to_s)
  operation_signing_strategy = :standard

  # rubocop:disable Style/NegatedIf
  # Query Params
  query_params = {}

  # Header Params
  header_params = {}
  header_params[:accept] = 'application/json'
  header_params[:'content-type'] = 'application/json'
  header_params[:'if-match'] = opts[:if_match] if opts[:if_match]
  header_params[:'opc-request-id'] = opts[:opc_request_id] if opts[:opc_request_id]
  # rubocop:enable Style/NegatedIf

  post_body = @api_client.object_to_http_body(update_project_details)

  # rubocop:disable Metrics/BlockLength
  OCI::Retry.make_retrying_call(applicable_retry_config(opts), call_name: 'DataScienceClient#update_project') do
    @api_client.call_api(
      :PUT,
      path,
      endpoint,
      header_params: header_params,
      query_params: query_params,
      operation_signing_strategy: operation_signing_strategy,
      body: post_body,
      return_type: 'OCI::DataScience::Models::Project'
    )
  end
  # rubocop:enable Metrics/BlockLength
end