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a ���f� � @ s� d dl mZ d dlmZ d dlmZ d dlmZmZ d dlm Z d dl m Z m Z d dl mZ d dlmZmZmZ d d lmZmZ d d lmZ d d lmZ d d lmZ ed�ZG dd� de �Z dS )� )�absolute_import)�requests)�six)�retry�circuit_breaker)� BaseClient)�get_config_value_or_default�validate_config)�Signer)�Sentinel�#get_signer_from_authentication_type� AUTHENTICATION_TYPE_FIELD_NAME)�,back_up_body_calculate_stream_content_length�(is_content_length_calculable_by_req_util)�InvalidAlloyConfig)� OCI_SDK_ENABLED_SERVICES_SET� )�data_science_type_mappingZMissingc @ s� e Zd ZdZdd� Zdd� Zdd� Zdd � Zd d � Zd d � Z dd� Z dd� Z dd� Z dd� Z dd� Zdd� Zdd� Zd d � Zd d � Zd d!� Zd"d#� Zd$d%� Zd&d'� Zd(d)� Zd*d+� Zd,d-� Zd.d/� Zd0d1� Zd2d3� Z d4d5� Z d6d7� Z d8d9� Z d:d;� Z d<d=� Z!d>d?� Z"d@dA� Z#dBdC� Z$dDdE� Z%dFdG� Z&dHdI� Z'dJdK� Z(dLdM� Z)dNdO� Z*dPdQ� Z+dRdS� Z,dTdU� Z-dVdW� Z.dXdY� Z/dZd[� Z0d\d]� Z1d^d_� Z2d`da� Z3dbdc� Z4ddde� Z5dfdg� Z6dhdi� Z7djdk� Z8dldm� Z9dndo� Z:dpdq� Z;drds� Z<dtdu� Z=dvdw� Z>dxdy� Z?dzd{� Z@d|d}� ZAd~d� ZBd�d�� ZCd�d�� ZDd�d�� ZEd�d�� ZFd�d�� ZGd�d�� ZHd�d�� ZId�d�� ZJd�d�� ZKd�d�� ZLd�d�� ZMd�d�� ZNd�d�� ZOd�d�� ZPd�d�� ZQd�d�� ZRd�d�� ZSd�d�� ZTd�d�� ZUd�d�� ZVd�d�� ZWd�d�� ZXd�d�� ZYd�d�� ZZd�d�� Z[d�d�� Z\d�d�� Z]d�d�� Z^d�d�� Z_d�S )��DataScienceClienta Use the Data Science API to organize your data science work, access data and computing resources, and build, train, deploy and manage models and model deployments. For more information, see [Data Science](https://docs.oracle.com/iaas/data-science/using/data-science.htm). c K s& t �d�std��t||�d�d� d|v r6|d }nDt|v rHt|�}n2t|d |d |d |�d�t|d �|�d �d �}d |�d �ddi |�dd�|�dt j �|�d�d�}d|v r�|�d�|d< |�d�du r�t j |d< d|v r�|�d�|d< t d||t fi |��| _|�d�| _|�d�| _dS )a� Creates a new service client :param dict config: Configuration keys and values as per `SDK and Tool Configuration <https://docs.cloud.oracle.com/Content/API/Concepts/sdkconfig.htm>`__. The :py:meth:`~oci.config.from_file` method can be used to load configuration from a file. Alternatively, a ``dict`` can be passed. You can validate_config the dict using :py:meth:`~oci.config.validate_config` :param str service_endpoint: (optional) The endpoint of the service to call using this client. For example ``https://iaas.us-ashburn-1.oraclecloud.com``. If this keyword argument is not provided then it will be derived using the region in the config parameter. You should only provide this keyword argument if you have an explicit need to specify a service endpoint. :param timeout: (optional) The connection and read timeouts for the client. The default values are connection timeout 10 seconds and read timeout 60 seconds. This keyword argument can be provided as a single float, in which case the value provided is used for both the read and connection timeouts, or as a tuple of two floats. If a tuple is provided then the first value is used as the connection timeout and the second value as the read timeout. :type timeout: float or tuple(float, float) :param signer: (optional) The signer to use when signing requests made by the service client. The default is to use a :py:class:`~oci.signer.Signer` based on the values provided in the config parameter. One use case for this parameter is for `Instance Principals authentication <https://docs.cloud.oracle.com/Content/Identity/Tasks/callingservicesfrominstances.htm>`__ by passing an instance of :py:class:`~oci.auth.signers.InstancePrincipalsSecurityTokenSigner` as the value for this keyword argument :type signer: :py:class:`~oci.signer.AbstractBaseSigner` :param obj retry_strategy: (optional) A retry strategy to apply to all calls made by this service client (i.e. at the client level). There is no retry strategy applied by default. Retry strategies can also be applied at the operation level by passing a ``retry_strategy`` keyword argument as part of calling the operation. Any value provided at the operation level will override whatever is specified at the client level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. A convenience :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` is also available. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. :param obj circuit_breaker_strategy: (optional) A circuit breaker strategy to apply to all calls made by this service client (i.e. at the client level). This client uses :py:data:`~oci.circuit_breaker.DEFAULT_CIRCUIT_BREAKER_STRATEGY` as default if no circuit breaker strategy is provided. The specifics of circuit breaker strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/circuit_breakers.html>`__. :param function circuit_breaker_callback: (optional) Callback function to receive any exceptions triggerred by the circuit breaker. :param bool client_level_realm_specific_endpoint_template_enabled: (optional) A boolean flag to indicate whether or not this client should be created with realm specific endpoint template enabled or disable. By default, this will be set as None. :param allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this client should allow control characters in the response object. By default, the client will not allow control characters to be in the response object. Z data_sciencea The Alloy configuration has disabled this service, this behavior is controlled by OCI_SDK_ENABLED_SERVICES_SET variable. Please check if your local alloy-config file configured the service you're targeting or contact the cloud provider on the availability of this service�signer)r �tenancy�user� fingerprintZkey_file� pass_phraseZ key_content)r r r Zprivate_key_file_locationr Zprivate_key_contentT�service_endpointz /20190101z4https://datascience.{region}.oci.{secondLevelDomain}�skip_deserializationF�circuit_breaker_strategy�5client_level_realm_specific_endpoint_template_enabled)Zregional_clientr � base_pathZservice_endpoint_templateZ#service_endpoint_template_per_realmr r r �timeoutN�allow_control_chars�retry_strategy�circuit_breaker_callback)r Zis_service_enabledr r �getr r r r r Z GLOBAL_CIRCUIT_BREAKER_STRATEGYZ DEFAULT_CIRCUIT_BREAKER_STRATEGYr r � base_clientr! r" )�selfZconfig�kwargsr Zbase_client_init_kwargs� r' �H/usr/lib/python3.9/site-packages/oci/data_science/data_science_client.py�__init__ sB 3 � � zDataScienceClient.__init__c s� dg}d}d}d}d}g d�� � fdd�t �|�D �}|rHtd |����d|i} d d � t �| �D �} t �| �D ]<\} } | d u s�t| t j�rnt| �� �d krntd| � d���qndd|�dt �|�dt �d�} dd � t �| �D �} | j j |�d�| j d�} | d u �rt j} | �rZt| t j��s2| j �| � | �| j� | j| j j||| | d|�d�|||d� S | j j||| | d|�d�|||d� S d S )a[ Activates the model. :param str model_id: (required) The `OCID`__ of the model. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param str if_match: (optional) For optimistic concurrency control. In the PUT or DELETE call for a resource, set the `if-match` parameter to the value of the etag from a previous GET or POST response for that resource. The resource is updated or deleted only if the `etag` you provide matches the resource's current `etag` value. :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :return: A :class:`~oci.response.Response` object with data of type :class:`~oci.data_science.models.Model` :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/activate_model.py.html>`__ to see an example of how to use activate_model API. �modelIdz"/models/{modelId}/actions/activate�POST�activate_modelzOhttps://docs.oracle.com/iaas/api/#/en/data-science/20190101/Model/ActivateModel�r r! �if_match�opc_request_idc s g | ]}|� vr|�qS r' r' ��.0Z_key�Zexpected_kwargsr' r( � <listcomp>� � z4DataScienceClient.activate_model.<locals>.<listcomp>z#activate_model got unknown kwargs: c S s i | ]\}}|t ur||�qS r' ��missing�r1 �k�vr' r' r( � <dictcomp>� r4 z4DataScienceClient.activate_model.<locals>.<dictcomp>Nr � Parameter �+ cannot be None, whitespace or empty string�application/jsonr. r/ ��accept� content-type�if-match�opc-request-idc S s& i | ] \}}|t ur|d ur||�qS �Nr5 r7 r' r' r( r: � r4 r! �Zoperation_retry_strategyZclient_retry_strategy�Modelr � � resource_path�method� path_params� header_params� response_typer �operation_name�api_reference_link�required_arguments�r �iterkeys� ValueError� iteritems� isinstance� string_types�len�stripr# r6 r$ � get_preferred_retry_strategyr! r �DEFAULT_RETRY_STRATEGY�NoneRetryStrategy� add_opc_client_retries_header� add_circuit_breaker_callbackr" �make_retrying_call�call_api�r% �model_idr& rN rG rH rL rM � extra_kwargsrI r8 r9 rJ r! r' r2 r( r, x sp '��$ �� � �z DataScienceClient.activate_modelc sn dg}d}d}d}d}g d�� � fdd�t �|�D �}|rHtd |����d|i} d d � t �| �D �} t �| �D ]<\} } | d u s�t| t j�rnt| �� �d krntd| � d���qndd|�dt �|�dt �d�} dd � t �| �D �} | j j |�d�| j d�} | �rHt| t j��s"| j �| � | �| j� | j| j j||| | |�d�|||d� S | j j||| | |�d�|||d�S d S )a� Activates the model deployment. :param str model_deployment_id: (required) The `OCID`__ of the model deployment. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param str if_match: (optional) For optimistic concurrency control. In the PUT or DELETE call for a resource, set the `if-match` parameter to the value of the etag from a previous GET or POST response for that resource. The resource is updated or deleted only if the `etag` you provide matches the resource's current `etag` value. :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation will not retry by default, users can also use the convenient :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` provided by the SDK to enable retries for it. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :return: A :class:`~oci.response.Response` object with data of type None :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/activate_model_deployment.py.html>`__ to see an example of how to use activate_model_deployment API. �modelDeploymentIdz6/modelDeployments/{modelDeploymentId}/actions/activater+ �activate_model_deploymentzchttps://docs.oracle.com/iaas/api/#/en/data-science/20190101/ModelDeployment/ActivateModelDeploymentr- c s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 r4 z?DataScienceClient.activate_model_deployment.<locals>.<listcomp>z.activate_model_deployment got unknown kwargs: c S s i | ]\}}|t ur||�qS r' r5 r7 r' r' r( r: " r4 z?DataScienceClient.activate_model_deployment.<locals>.<dictcomp>Nr r; r< r= r. r/ r> c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: . r4 r! rD r �rG rH rI rJ r rL rM rN �r rP rQ rR rS rT rU rV r# r6 r$ rW r! r rY rZ r[ r" r\ r] �r% �model_deployment_idr& rN rG rH rL rM r` rI r8 r9 rJ r! r' r2 r( rb � sh '��$ �� � �z+DataScienceClient.activate_model_deploymentc sn dg}d}d}d}d}g d�� � fdd�t �|�D �}|rHtd |����d|i} d d � t �| �D �} t �| �D ]<\} } | d u s�t| t j�rnt| �� �d krntd| � d���qndd|�dt �|�dt �d�} dd � t �| �D �} | j j |�d�| j d�} | �rHt| t j��s"| j �| � | �| j� | j| j j||| | |�d�|||d� S | j j||| | |�d�|||d�S d S )a� Activates the notebook session. :param str notebook_session_id: (required) The `OCID`__ of the notebook session. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param str if_match: (optional) For optimistic concurrency control. In the PUT or DELETE call for a resource, set the `if-match` parameter to the value of the etag from a previous GET or POST response for that resource. The resource is updated or deleted only if the `etag` you provide matches the resource's current `etag` value. :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation will not retry by default, users can also use the convenient :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` provided by the SDK to enable retries for it. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :return: A :class:`~oci.response.Response` object with data of type None :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/activate_notebook_session.py.html>`__ to see an example of how to use activate_notebook_session API. �notebookSessionIdz6/notebookSessions/{notebookSessionId}/actions/activater+ �activate_notebook_sessionzchttps://docs.oracle.com/iaas/api/#/en/data-science/20190101/NotebookSession/ActivateNotebookSessionr- c s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 � r4 z?DataScienceClient.activate_notebook_session.<locals>.<listcomp>z.activate_notebook_session got unknown kwargs: c S s i | ]\}}|t ur||�qS r' r5 r7 r' r' r( r: � r4 z?DataScienceClient.activate_notebook_session.<locals>.<dictcomp>Nr r; r< r= r. r/ r> c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: � r4 r! rD r rc rd �r% �notebook_session_idr& rN rG rH rL rM r` rI r8 r9 rJ r! r' r2 r( rh N sh '��$ �� � �z+DataScienceClient.activate_notebook_sessionc s~ dg}d}d}d}d}g d�� � fdd�t �|�D �}|rHtd |����d|i} d d � t �| �D �} t �| �D ]<\} } | d u s�t| t j�rnt| �� �d krntd| � d���qndd|�dt �|�dt �d�} dd � t �| �D �} | j j |�d�| j d�} | d u �rt j} | �rXt| t j��s2| j �| � | �| j� | j| j j||| | |�d�|||d� S | j j||| | |�d�|||d�S d S )aG Cancels an IN_PROGRESS job run. :param str job_run_id: (required) The `OCID`__ of the job run. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param str if_match: (optional) For optimistic concurrency control. In the PUT or DELETE call for a resource, set the `if-match` parameter to the value of the etag from a previous GET or POST response for that resource. The resource is updated or deleted only if the `etag` you provide matches the resource's current `etag` value. :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :return: A :class:`~oci.response.Response` object with data of type None :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/cancel_job_run.py.html>`__ to see an example of how to use cancel_job_run API. �jobRunIdz(/jobRuns/{jobRunId}/actions/cancelJobRunr+ �cancel_job_runzOhttps://docs.oracle.com/iaas/api/#/en/data-science/20190101/JobRun/CancelJobRun�r r! r/ r. c s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 � r4 z4DataScienceClient.cancel_job_run.<locals>.<listcomp>z#cancel_job_run got unknown kwargs: c S s i | ]\}}|t ur||�qS r' r5 r7 r' r' r( r: � r4 z4DataScienceClient.cancel_job_run.<locals>.<dictcomp>Nr r; r< r= r/ r. �r? r@ rB rA c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: r4 r! rD r rc rO �r% � job_run_idr& rN rG rH rL rM r` rI r8 r9 rJ r! r' r2 r( rl � sl '��$ �� � �z DataScienceClient.cancel_job_runc s� dg}d}d}d}d}g d�� � fdd�t �|�D �}|rHtd |����d|i} d d � t �| �D �} t �| �D ]<\} } | d u s�t| t j�rnt| �� �d krntd| � d���qnd|�dt �i} dd � t �| �D �} dd|�dt �|�dt �|�dt �d�} dd � t �| �D �} | j j |�d�| j d�}|d u �r4t j}|�r�t|t j��sl| j �| � | j �| � |�| j� |j| j j||| | | |�d�|||d � S | j j||| | | |�d�|||d � S d S ) a� Cancel a PipelineRun. :param str pipeline_run_id: (required) The `OCID`__ of the pipeline run. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param str opc_retry_token: (optional) 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. :param str if_match: (optional) For optimistic concurrency control. In the PUT or DELETE call for a resource, set the `if-match` parameter to the value of the etag from a previous GET or POST response for that resource. The resource is updated or deleted only if the `etag` you provide matches the resource's current `etag` value. :param bool terminate_gracefully: (optional) A boolean value to specify whether to terminate pipeline run gracefully. :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :return: A :class:`~oci.response.Response` object with data of type None :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/cancel_pipeline_run.py.html>`__ to see an example of how to use cancel_pipeline_run API. � pipelineRunIdz7/pipelineRuns/{pipelineRunId}/actions/cancelPipelineRunr+ �cancel_pipeline_runzYhttps://docs.oracle.com/iaas/api/#/en/data-science/20190101/PipelineRun/CancelPipelineRun)r r! r/ �opc_retry_tokenr. �terminate_gracefullyc s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 ^ r4 z9DataScienceClient.cancel_pipeline_run.<locals>.<listcomp>z(cancel_pipeline_run got unknown kwargs: c S s i | ]\}}|t ur||�qS r' r5 r7 r' r' r( r: g r4 z9DataScienceClient.cancel_pipeline_run.<locals>.<dictcomp>Nr r; r< ZterminateGracefullyrt c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: p r4 r= r/ rs r. �r? r@ rB �opc-retry-tokenrA c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: y r4 r! rD r � rG rH rI � query_paramsrJ r rL rM rN �r rP rQ rR rS rT rU rV r# r6 r$ rW r! r rX rY � add_opc_retry_token_if_neededrZ r[ r" r\ r] �r% �pipeline_run_idr& rN rG rH rL rM r` rI r8 r9 rx rJ r! r' r2 r( rr " sz -��$ � �� � �z%DataScienceClient.cancel_pipeline_runc sn dg}d}d}d}d}g d�� � fdd�t �|�D �}|rHtd |����d|i} d d � t �| �D �} t �| �D ]<\} } | d u s�t| t j�rnt| �� �d krntd| � d���qndd|�dt �|�dt �d�} dd � t �| �D �} | j j |�d�| j d�} | �rHt| t j��s"| j �| � | �| j� | j| j j||| | |�d�|||d� S | j j||| | |�d�|||d�S d S )a� Cancels a work request that has not started. :param str work_request_id: (required) The `OCID`__ of the work request. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param str if_match: (optional) For optimistic concurrency control. In the PUT or DELETE call for a resource, set the `if-match` parameter to the value of the etag from a previous GET or POST response for that resource. The resource is updated or deleted only if the `etag` you provide matches the resource's current `etag` value. :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation will not retry by default, users can also use the convenient :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` provided by the SDK to enable retries for it. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :return: A :class:`~oci.response.Response` object with data of type None :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/cancel_work_request.py.html>`__ to see an example of how to use cancel_work_request API. � workRequestId� /workRequests/{workRequestId}�DELETE�cancel_work_requestzYhttps://docs.oracle.com/iaas/api/#/en/data-science/20190101/WorkRequest/CancelWorkRequestr- c s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 � r4 z9DataScienceClient.cancel_work_request.<locals>.<listcomp>z(cancel_work_request got unknown kwargs: c S s i | ]\}}|t ur||�qS r' r5 r7 r' r' r( r: � r4 z9DataScienceClient.cancel_work_request.<locals>.<dictcomp>Nr r; r< r= r. r/ r> c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: � r4 r! rD r rc rd �r% �work_request_idr& rN rG rH rL rM r` rI r8 r9 rJ r! r' r2 r( r� � sh '��$ �� � �z%DataScienceClient.cancel_work_requestc s� dg}d}d}d}d}g d�� � fdd�t �|�D �} | rHtd | ����d|i} d d � t �| �D �} t �| �D ]<\} } | d u s�t| t j�rnt| �� �d krntd| � d���qndd|�dt �|�dt �|�dt �d�} dd � t �| �D �} | j j |�d�| j d�}|d u �rt j}|�rpt|t j��sH| j �| � | j �| � |�| j� |j| j j||| | ||�d�|||d� S | j j||| | ||�d�|||d� S d S )a_ Moves a private endpoint into a different compartment. When provided, If-Match is checked against ETag values of the resource. :param str data_science_private_endpoint_id: (required) The unique ID for a Data Science private endpoint. :param oci.data_science.models.ChangeDataSciencePrivateEndpointCompartmentDetails change_data_science_private_endpoint_compartment_details: (required) Details for changing a private endpoint's compartment. :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param str if_match: (optional) For optimistic concurrency control. In the PUT or DELETE call for a resource, set the `if-match` parameter to the value of the etag from a previous GET or POST response for that resource. The resource is updated or deleted only if the `etag` you provide matches the resource's current `etag` value. :param str opc_retry_token: (optional) 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. :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :return: A :class:`~oci.response.Response` object with data of type None :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/change_data_science_private_endpoint_compartment.py.html>`__ to see an example of how to use change_data_science_private_endpoint_compartment API. � dataSciencePrivateEndpointIdzU/dataSciencePrivateEndpoints/{dataSciencePrivateEndpointId}/actions/changeCompartmentr+ �0change_data_science_private_endpoint_compartmentz�https://docs.oracle.com/iaas/api/#/en/data-science/20190101/DataSciencePrivateEndpoint/ChangeDataSciencePrivateEndpointCompartment)r r! r/ r. rs c s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 @ r4 zVDataScienceClient.change_data_science_private_endpoint_compartment.<locals>.<listcomp>zEchange_data_science_private_endpoint_compartment got unknown kwargs: c S s i | ]\}}|t ur||�qS r' r5 r7 r' r' r( r: I r4 zVDataScienceClient.change_data_science_private_endpoint_compartment.<locals>.<dictcomp>Nr r; r< r= r/ r. rs )r? r@ rB rA rv c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: V r4 r! rD r � rG rH rI rJ �bodyr rL rM rN ry )r% � data_science_private_endpoint_idZ8change_data_science_private_endpoint_compartment_detailsr& rN rG rH rL rM r` rI r8 r9 rJ r! r' r2 r( r� st +��$ �� � �zBDataScienceClient.change_data_science_private_endpoint_compartmentc sr dg}d}d}d}d}g d�� � fdd�t �|�D �} | rHtd | ����d|i} d d � t �| �D �} t �| �D ]<\} } | d u s�t| t j�rnt| �� �d krntd| � d���qndd|�dt �|�dt �d�} dd � t �| �D �} | j j |�d�| j d�}|�rJt|t j��s"| j �| � |�| j� |j| j j||| | ||�d�|||d� S | j j||| | ||�d�|||d� S d S )a. Changes a job's compartment :param str job_id: (required) The `OCID`__ of the job. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param oci.data_science.models.ChangeJobCompartmentDetails change_job_compartment_details: (required) Details for changing the compartment of a job. :param str if_match: (optional) For optimistic concurrency control. In the PUT or DELETE call for a resource, set the `if-match` parameter to the value of the etag from a previous GET or POST response for that resource. The resource is updated or deleted only if the `etag` you provide matches the resource's current `etag` value. :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation will not retry by default, users can also use the convenient :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` provided by the SDK to enable retries for it. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :return: A :class:`~oci.response.Response` object with data of type None :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/change_job_compartment.py.html>`__ to see an example of how to use change_job_compartment API. �jobIdz'/jobs/{jobId}/actions/changeCompartmentr+ �change_job_compartmentzThttps://docs.oracle.com/iaas/api/#/en/data-science/20190101/Job/ChangeJobCompartmentr- c s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 � r4 z<DataScienceClient.change_job_compartment.<locals>.<listcomp>z+change_job_compartment got unknown kwargs: c S s i | ]\}}|t ur||�qS r' r5 r7 r' r' r( r: � r4 z<DataScienceClient.change_job_compartment.<locals>.<dictcomp>Nr r; r< r= r. r/ r> c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: � r4 r! rD r r� rd )r% �job_idZ change_job_compartment_detailsr& rN rG rH rL rM r` rI r8 r9 rJ r! r' r2 r( r� { sl *��$ �� � �z(DataScienceClient.change_job_compartmentc sr dg}d}d}d}d}g d�� � fdd�t �|�D �} | rHtd | ����d|i} d d � t �| �D �} t �| �D ]<\} } | d u s�t| t j�rnt| �� �d krntd| � d���qndd|�dt �|�dt �d�} dd � t �| �D �} | j j |�d�| j d�}|�rJt|t j��s"| j �| � |�| j� |j| j j||| | ||�d�|||d� S | j j||| | ||�d�|||d� S d S )aI Changes a job run's compartment :param str job_run_id: (required) The `OCID`__ of the job run. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param oci.data_science.models.ChangeJobRunCompartmentDetails change_job_run_compartment_details: (required) Details for changing the compartment of a job. :param str if_match: (optional) For optimistic concurrency control. In the PUT or DELETE call for a resource, set the `if-match` parameter to the value of the etag from a previous GET or POST response for that resource. The resource is updated or deleted only if the `etag` you provide matches the resource's current `etag` value. :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation will not retry by default, users can also use the convenient :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` provided by the SDK to enable retries for it. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :return: A :class:`~oci.response.Response` object with data of type None :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/change_job_run_compartment.py.html>`__ to see an example of how to use change_job_run_compartment API. rk z-/jobRuns/{jobRunId}/actions/changeCompartmentr+ �change_job_run_compartmentzZhttps://docs.oracle.com/iaas/api/#/en/data-science/20190101/JobRun/ChangeJobRunCompartmentr- c s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 r4 z@DataScienceClient.change_job_run_compartment.<locals>.<listcomp>z/change_job_run_compartment got unknown kwargs: c S s i | ]\}}|t ur||�qS r' r5 r7 r' r' r( r: ) r4 z@DataScienceClient.change_job_run_compartment.<locals>.<dictcomp>Nr r; r< r= r. r/ r> c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: 5 r4 r! rD r r� rd )r% rp Z"change_job_run_compartment_detailsr& rN rG rH rL rM r` rI r8 r9 rJ r! r' r2 r( r� � sl *��$ �� � �z,DataScienceClient.change_job_run_compartmentc s� dg}d}d}d}d}g d�� � fdd�t �|�D �} | rHtd | ����d|i} d d � t �| �D �} t �| �D ]<\} } | d u s�t| t j�rnt| �� �d krntd| � d���qndd|�dt �|�dt �|�dt �d�} dd � t �| �D �} | j j |�d�| j d�}|�r`t|t j��s8| j �| � | j �| � |�| j� |j| j j||| | ||�d�|||d� S | j j||| | ||�d�|||d� S d S )a Moves a model resource into a different compartment. :param str model_id: (required) The `OCID`__ of the model. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param oci.data_science.models.ChangeModelCompartmentDetails change_model_compartment_details: (required) Details for changing the compartment of a model. :param str if_match: (optional) For optimistic concurrency control. In the PUT or DELETE call for a resource, set the `if-match` parameter to the value of the etag from a previous GET or POST response for that resource. The resource is updated or deleted only if the `etag` you provide matches the resource's current `etag` value. :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param str opc_retry_token: (optional) 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. :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation will not retry by default, users can also use the convenient :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` provided by the SDK to enable retries for it. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :return: A :class:`~oci.response.Response` object with data of type None :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/change_model_compartment.py.html>`__ to see an example of how to use change_model_compartment API. r* z+/models/{modelId}/actions/changeCompartmentr+ �change_model_compartmentzXhttps://docs.oracle.com/iaas/api/#/en/data-science/20190101/Model/ChangeModelCompartment�r r! r. r/ rs c s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 � r4 z>DataScienceClient.change_model_compartment.<locals>.<listcomp>z-change_model_compartment got unknown kwargs: c S s i | ]\}}|t ur||�qS r' r5 r7 r' r' r( r: � r4 z>DataScienceClient.change_model_compartment.<locals>.<dictcomp>Nr r; r< r= r. r/ rs �r? r@ rA rB rv c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: � r4 r! rD r r� �r rP rQ rR rS rT rU rV r# r6 r$ rW r! r rY rz rZ r[ r" r\ r] )r% r_ Z change_model_compartment_detailsr& rN rG rH rL rM r` rI r8 r9 rJ r! r' r2 r( r� W sp -��$ �� � �z*DataScienceClient.change_model_compartmentc s� dg}d}d}d}d}g d�� � fdd�t �|�D �} | rHtd | ����d|i} d d � t �| �D �} t �| �D ]<\} } | d u s�t| t j�rnt| �� �d krntd| � d���qndd|�dt �|�dt �|�dt �d�} dd � t �| �D �} | j j |�d�| j d�}|�r`t|t j��s8| j �| � | j �| � |�| j� |j| j j||| | ||�d�|||d� S | j j||| | ||�d�|||d� S d S )a� Moves a model deployment into a different compartment. When provided, If-Match is checked against ETag values of the resource. :param str model_deployment_id: (required) The `OCID`__ of the model deployment. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param oci.data_science.models.ChangeModelDeploymentCompartmentDetails change_model_deployment_compartment_details: (required) Details for changing the compartment of a model deployment. :param str if_match: (optional) For optimistic concurrency control. In the PUT or DELETE call for a resource, set the `if-match` parameter to the value of the etag from a previous GET or POST response for that resource. The resource is updated or deleted only if the `etag` you provide matches the resource's current `etag` value. :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param str opc_retry_token: (optional) 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. :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation will not retry by default, users can also use the convenient :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` provided by the SDK to enable retries for it. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :return: A :class:`~oci.response.Response` object with data of type None :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/change_model_deployment_compartment.py.html>`__ to see an example of how to use change_model_deployment_compartment API. ra z?/modelDeployments/{modelDeploymentId}/actions/changeCompartmentr+ �#change_model_deployment_compartmentzlhttps://docs.oracle.com/iaas/api/#/en/data-science/20190101/ModelDeployment/ChangeModelDeploymentCompartmentr� c s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 r4 zIDataScienceClient.change_model_deployment_compartment.<locals>.<listcomp>z8change_model_deployment_compartment got unknown kwargs: c S s i | ]\}}|t ur||�qS r' r5 r7 r' r' r( r: r4 zIDataScienceClient.change_model_deployment_compartment.<locals>.<dictcomp>Nr r; r< r= r. r/ rs r� c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: r4 r! rD r r� r� )r% rf Z+change_model_deployment_compartment_detailsr& rN rG rH rL rM r` rI r8 r9 rJ r! r' r2 r( r� � sp -��$ �� � �z5DataScienceClient.change_model_deployment_compartmentc s� dg}d}d}d}d}g d�� � fdd�t �|�D �} | rHtd | ����d|i} d d � t �| �D �} t �| �D ]<\} } | d u s�t| t j�rnt| �� �d krntd| � d���qndd|�dt �|�dt �|�dt �d�} dd � t �| �D �} | j j |�d�| j d�}|�r`t|t j��s8| j �| � | j �| � |�| j� |j| j j||| | ||�d�|||d� S | j j||| | ||�d�|||d� S d S )as Moves a modelVersionSet resource into a different compartment. :param str model_version_set_id: (required) The `OCID`__ of the model version set. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param oci.data_science.models.ChangeModelVersionSetCompartmentDetails change_model_version_set_compartment_details: (required) Details for changing the compartment of a model version set. :param str if_match: (optional) For optimistic concurrency control. In the PUT or DELETE call for a resource, set the `if-match` parameter to the value of the etag from a previous GET or POST response for that resource. The resource is updated or deleted only if the `etag` you provide matches the resource's current `etag` value. :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param str opc_retry_token: (optional) 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. :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation will not retry by default, users can also use the convenient :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` provided by the SDK to enable retries for it. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :return: A :class:`~oci.response.Response` object with data of type None :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/change_model_version_set_compartment.py.html>`__ to see an example of how to use change_model_version_set_compartment API. �modelVersionSetIdz?/modelVersionSets/{modelVersionSetId}/actions/changeCompartmentr+ �$change_model_version_set_compartmentzlhttps://docs.oracle.com/iaas/api/#/en/data-science/20190101/ModelVersionSet/ChangeModelVersionSetCompartmentr� c s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 z r4 zJDataScienceClient.change_model_version_set_compartment.<locals>.<listcomp>z9change_model_version_set_compartment got unknown kwargs: c S s i | ]\}}|t ur||�qS r' r5 r7 r' r' r( r: � r4 zJDataScienceClient.change_model_version_set_compartment.<locals>.<dictcomp>Nr r; r< r= r. r/ rs r� c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: � r4 r! rD r r� r� )r% �model_version_set_idZ,change_model_version_set_compartment_detailsr& rN rG rH rL rM r` rI r8 r9 rJ r! r' r2 r( r� ? sp -��$ �� � �z6DataScienceClient.change_model_version_set_compartmentc s� dg}d}d}d}d}g d�� � fdd�t �|�D �} | rHtd | ����d|i} d d � t �| �D �} t �| �D ]<\} } | d u s�t| t j�rnt| �� �d krntd| � d���qndd|�dt �|�dt �|�dt �d�} dd � t �| �D �} | j j |�d�| j d�}|�r`t|t j��s8| j �| � | j �| � |�| j� |j| j j||| | ||�d�|||d� S | j j||| | ||�d�|||d� S d S )an Moves a notebook session resource into a different compartment. :param str notebook_session_id: (required) The `OCID`__ of the notebook session. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param oci.data_science.models.ChangeNotebookSessionCompartmentDetails change_notebook_session_compartment_details: (required) Details for changing the compartment of a notebook session. :param str if_match: (optional) For optimistic concurrency control. In the PUT or DELETE call for a resource, set the `if-match` parameter to the value of the etag from a previous GET or POST response for that resource. The resource is updated or deleted only if the `etag` you provide matches the resource's current `etag` value. :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param str opc_retry_token: (optional) 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. :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation will not retry by default, users can also use the convenient :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` provided by the SDK to enable retries for it. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :return: A :class:`~oci.response.Response` object with data of type None :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/change_notebook_session_compartment.py.html>`__ to see an example of how to use change_notebook_session_compartment API. rg z?/notebookSessions/{notebookSessionId}/actions/changeCompartmentr+ �#change_notebook_session_compartmentzlhttps://docs.oracle.com/iaas/api/#/en/data-science/20190101/NotebookSession/ChangeNotebookSessionCompartmentr� c s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 � r4 zIDataScienceClient.change_notebook_session_compartment.<locals>.<listcomp>z8change_notebook_session_compartment got unknown kwargs: c S s i | ]\}}|t ur||�qS r' r5 r7 r' r' r( r: � r4 zIDataScienceClient.change_notebook_session_compartment.<locals>.<dictcomp>Nr r; r< r= r. r/ rs r� c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: r4 r! rD r r� r� )r% rj Z+change_notebook_session_compartment_detailsr& rN rG rH rL rM r` rI r8 r9 rJ r! r' r2 r( r� � sp -��$ �� � �z5DataScienceClient.change_notebook_session_compartmentc sr dg}d}d}d}d}g d�� � fdd�t �|�D �} | rHtd | ����d|i} d d � t �| �D �} t �| �D ]<\} } | d u s�t| t j�rnt| �� �d krntd| � d���qndd|�dt �|�dt �d�} dd � t �| �D �} | j j |�d�| j d�}|�rJt|t j��s"| j �| � |�| j� |j| j j||| | ||�d�|||d� S | j j||| | ||�d�|||d� S d S )a� Moves a resource into a different compartment. When provided, If-Match is checked against ETag values of the resource. :param str pipeline_id: (required) The `OCID`__ of the pipeline. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param oci.data_science.models.ChangePipelineCompartmentDetails change_pipeline_compartment_details: (required) Details for the compartment move. :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param str if_match: (optional) For optimistic concurrency control. In the PUT or DELETE call for a resource, set the `if-match` parameter to the value of the etag from a previous GET or POST response for that resource. The resource is updated or deleted only if the `etag` you provide matches the resource's current `etag` value. :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation will not retry by default, users can also use the convenient :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` provided by the SDK to enable retries for it. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :return: A :class:`~oci.response.Response` object with data of type None :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/change_pipeline_compartment.py.html>`__ to see an example of how to use change_pipeline_compartment API. � pipelineIdz1/pipelines/{pipelineId}/actions/changeCompartmentr+ �change_pipeline_compartmentz^https://docs.oracle.com/iaas/api/#/en/data-science/20190101/Pipeline/ChangePipelineCompartmentrm c s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 ^ r4 zADataScienceClient.change_pipeline_compartment.<locals>.<listcomp>z0change_pipeline_compartment got unknown kwargs: c S s i | ]\}}|t ur||�qS r' r5 r7 r' r' r( r: g r4 zADataScienceClient.change_pipeline_compartment.<locals>.<dictcomp>Nr r; r< r= r/ r. rn c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: s r4 r! rD r r� rd )r% � pipeline_idZ#change_pipeline_compartment_detailsr& rN rG rH rL rM r` rI r8 r9 rJ r! r' r2 r( r� ' sl *��$ �� � �z-DataScienceClient.change_pipeline_compartmentc sr dg}d}d}d}d}g d�� � fdd�t �|�D �} | rHtd | ����d|i} d d � t �| �D �} t �| �D ]<\} } | d u s�t| t j�rnt| �� �d krntd| � d���qndd|�dt �|�dt �d�} dd � t �| �D �} | j j |�d�| j d�}|�rJt|t j��s"| j �| � |�| j� |j| j j||| | ||�d�|||d� S | j j||| | ||�d�|||d� S d S )a� Moves a resource into a different compartment. When provided, If-Match is checked against ETag values of the resource. :param str pipeline_run_id: (required) The `OCID`__ of the pipeline run. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param oci.data_science.models.ChangePipelineRunCompartmentDetails change_pipeline_run_compartment_details: (required) Details for the compartment move. :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param str if_match: (optional) For optimistic concurrency control. In the PUT or DELETE call for a resource, set the `if-match` parameter to the value of the etag from a previous GET or POST response for that resource. The resource is updated or deleted only if the `etag` you provide matches the resource's current `etag` value. :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation will not retry by default, users can also use the convenient :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` provided by the SDK to enable retries for it. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :return: A :class:`~oci.response.Response` object with data of type None :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/change_pipeline_run_compartment.py.html>`__ to see an example of how to use change_pipeline_run_compartment API. rq z7/pipelineRuns/{pipelineRunId}/actions/changeCompartmentr+ � change_pipeline_run_compartmentzdhttps://docs.oracle.com/iaas/api/#/en/data-science/20190101/PipelineRun/ChangePipelineRunCompartmentrm c s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 � r4 zEDataScienceClient.change_pipeline_run_compartment.<locals>.<listcomp>z4change_pipeline_run_compartment got unknown kwargs: c S s i | ]\}}|t ur||�qS r' r5 r7 r' r' r( r: � r4 zEDataScienceClient.change_pipeline_run_compartment.<locals>.<dictcomp>Nr r; r< r= r/ r. rn c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: � r4 r! rD r r� rd )r% r| Z'change_pipeline_run_compartment_detailsr& rN rG rH rL rM r` rI r8 r9 rJ r! r' r2 r( r� � sl *��$ �� � �z1DataScienceClient.change_pipeline_run_compartmentc s� dg}d}d}d}d}g d�� � fdd�t �|�D �} | rHtd | ����d|i} d d � t �| �D �} t �| �D ]<\} } | d u s�t| t j�rnt| �� �d krntd| � d���qndd|�dt �|�dt �|�dt �d�} dd � t �| �D �} | j j |�d�| j d�}|�r`t|t j��s8| j �| � | j �| � |�| j� |j| j j||| | ||�d�|||d� S | j j||| | ||�d�|||d� S d S )a' Moves a project resource into a different compartment. :param str project_id: (required) The `OCID`__ of the project. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param oci.data_science.models.ChangeProjectCompartmentDetails change_project_compartment_details: (required) Details for changing the compartment of a project. :param str if_match: (optional) For optimistic concurrency control. In the PUT or DELETE call for a resource, set the `if-match` parameter to the value of the etag from a previous GET or POST response for that resource. The resource is updated or deleted only if the `etag` you provide matches the resource's current `etag` value. :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param str opc_retry_token: (optional) 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. :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation will not retry by default, users can also use the convenient :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` provided by the SDK to enable retries for it. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :return: A :class:`~oci.response.Response` object with data of type None :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/change_project_compartment.py.html>`__ to see an example of how to use change_project_compartment API. � projectIdz//projects/{projectId}/actions/changeCompartmentr+ �change_project_compartmentz\https://docs.oracle.com/iaas/api/#/en/data-science/20190101/Project/ChangeProjectCompartmentr� c s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 > r4 z@DataScienceClient.change_project_compartment.<locals>.<listcomp>z/change_project_compartment got unknown kwargs: c S s i | ]\}}|t ur||�qS r' r5 r7 r' r' r( r: G r4 z@DataScienceClient.change_project_compartment.<locals>.<dictcomp>Nr r; r< r= r. r/ rs r� c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: T r4 r! rD r r� r� )r% � project_idZ"change_project_compartment_detailsr& rN rG rH rL rM r` rI r8 r9 rJ r! r' r2 r( r� sp -��$ �� � �z,DataScienceClient.change_project_compartmentc s" g }d}d}d}d}g d�� � fdd�t �|�D �}|rFtd|����d d |�d t�|�d t�d �} d d� t �| �D �} | jj|�d�| jd�} | du r�t j } | r�t | t j �s�| j� | � | j�| � | �| j� | j| jj||| |d|�d�|||d� S | jj||| |d|�d�|||d� S dS )a' Creates a Data Science private endpoint to be used by a Data Science resource. :param oci.data_science.models.CreateDataSciencePrivateEndpointDetails create_data_science_private_endpoint_details: (required) The parameters required to create a private endpoint. :param str opc_retry_token: (optional) 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. :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :return: A :class:`~oci.response.Response` object with data of type :class:`~oci.data_science.models.DataSciencePrivateEndpoint` :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/create_data_science_private_endpoint.py.html>`__ to see an example of how to use create_data_science_private_endpoint API. � /dataSciencePrivateEndpointsr+ �$create_data_science_private_endpoint� �r r! rs r/ c s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 � r4 zJDataScienceClient.create_data_science_private_endpoint.<locals>.<listcomp>z9create_data_science_private_endpoint got unknown kwargs: r= rs r/ �r? r@ rv rB c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: � r4 zJDataScienceClient.create_data_science_private_endpoint.<locals>.<dictcomp>r! rD N�DataSciencePrivateEndpointr � rG rH rJ r� rK r rL rM rN �r rP rQ r# r6 rR r$ rW r! r rX rS rY rz rZ r[ r" r\ r] ) r% Z,create_data_science_private_endpoint_detailsr& rN rG rH rL rM r` rJ r! r' r2 r( r� w sf !� �� � �z6DataScienceClient.create_data_science_private_endpointc s" g }d}d}d}d}g d�� � fdd�t �|�D �}|rFtd|����d d |�d t�|�d t�d �} d d� t �| �D �} | jj|�d�| jd�} | du r�t j } | r�t | t j �s�| j� | � | j�| � | �| j� | j| jj||| |d|�d�|||d� S | jj||| |d|�d�|||d� S dS )aU Creates a job. :param oci.data_science.models.CreateJobDetails create_job_details: (required) Details for creating a new job. :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param str opc_retry_token: (optional) 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. :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :return: A :class:`~oci.response.Response` object with data of type :class:`~oci.data_science.models.Job` :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/create_job.py.html>`__ to see an example of how to use create_job API. �/jobsr+ � create_jobzIhttps://docs.oracle.com/iaas/api/#/en/data-science/20190101/Job/CreateJob�r r! r/ rs c s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 r4 z0DataScienceClient.create_job.<locals>.<listcomp>z create_job got unknown kwargs: r= r/ rs �r? r@ rB rv c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: r4 z0DataScienceClient.create_job.<locals>.<dictcomp>r! rD N�Jobr r� r� ) r% Zcreate_job_detailsr& rN rG rH rL rM r` rJ r! r' r2 r( r� � sf !� �� � �z DataScienceClient.create_jobc sr dg}d}d}d}d}g d�� � fdd�t �|�D �} | rHtd | ����d|i} d d � t �| �D �} t �| �D ]<\} } | d u s�t| t j�rnt| �� �d krntd| � d���qnd|�dt �|�dt �|�dt �|�dt �d�} dd � t �| �D �} z| W n t �y |�dt �}Y n0 |t u�r�|d u�r�t|t j t jf��sVt |d��sVt d��t |d��r�t |d��r�|jd k�r�tj�|�d k�r�d | d < n8d | v�r�t|��s�t||�d ��}|d | d < |d }| jj|�d!�| jd"�}|�rHt|tj��s | j�| � | j�| � |�| j � |j | jj ||| | |d#|�d$�|||d%� S | jj ||| | |d#|�d$�|||d%� S d S )&ab Uploads a job artifact. :param str job_id: (required) The `OCID`__ of the job. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param stream job_artifact: (required) The job artifact to upload. :param int content_length: (optional) The content length of the body. :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param str opc_retry_token: (optional) 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. :param str content_disposition: (optional) This header is for specifying a filename during upload. It is used to identify the file type and validate if the file type is supported. Example: `--content-disposition "attachment; filename=hello-world.py"` :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation will not retry by default, users can also use the convenient :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` provided by the SDK to enable retries for it. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :param int buffer_limit: (optional) A buffer limit for the stream to be buffered. buffer_limit is used to set the buffer size capacity. Streams will be read until the size of the buffer reaches the buffer_limit. If the stream size is greater than the buffer_limit, a BufferError exception will be thrown. The buffer_limit parameter is used when the stream object does not have a `seek`, `tell`, or `fileno` property for the Python Request library to calculate out the content length. If buffer_limit is not passed, then the buffer_limit will be defaulted to 100MB. Large streams can cause the process to freeze, consider passing in content-length for large streams instead. :return: A :class:`~oci.response.Response` object with data of type None :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/create_job_artifact.py.html>`__ to see an example of how to use create_job_artifact API. r� z/jobs/{jobId}/artifactr+ �create_job_artifactzQhttps://docs.oracle.com/iaas/api/#/en/data-science/20190101/Job/CreateJobArtifact�r r! � buffer_limit�content_lengthr/ rs �content_dispositionc s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 w r4 z9DataScienceClient.create_job_artifact.<locals>.<listcomp>z(create_job_artifact got unknown kwargs: c S s i | ]\}}|t ur||�qS r' r5 r7 r' r' r( r: � r4 z9DataScienceClient.create_job_artifact.<locals>.<dictcomp>Nr r; r< r= r/ rs r� r� �r? rB rv �content-length�content-dispositionc S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: � r4 � job_artifact�read�=The body must be a string, bytes, or provide a read() method.�fileno�name�<stdin>�0�Content-Lengthr� � byte_contentr! rD Fr � rG rH rI rJ r� �enforce_content_headersr rL rM rN � r rP rQ rR rS rT rU rV r# r6 � NameError� binary_type�hasattr� TypeErrorr� r �utils� super_lenr r r$ rW r! r rY rz rZ r[ r" r\ r] )r% r� r� r& rN rG rH rL rM r` rI r8 r9 rJ �calculated_objr! r' r2 r( r� 3 s� 4 ��$ ��$ � � �z%DataScienceClient.create_job_artifactc s. g }d}d}d}d}g d�� � fdd�t �|�D �}|rFtd|����d d |�d t�|�d t�|�d t�d �} dd� t �| �D �} | jj|�d�| jd�} | du r�t j } | �rt | t j �s�| j� | � | j�| � | �| j� | j| jj||| |d|�d�|||d� S | jj||| |d|�d�|||d� S dS )a� Creates a job run. :param oci.data_science.models.CreateJobRunDetails create_job_run_details: (required) Details for creating a new job run. :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param str opc_retry_token: (optional) 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. :param str opc_parent_rpt_url: (optional) URL to fetch the Resource Principal Token from the parent resource. :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :return: A :class:`~oci.response.Response` object with data of type :class:`~oci.data_science.models.JobRun` :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/create_job_run.py.html>`__ to see an example of how to use create_job_run API. �/jobRunsr+ �create_job_runzOhttps://docs.oracle.com/iaas/api/#/en/data-science/20190101/JobRun/CreateJobRun�r r! r/ rs �opc_parent_rpt_urlc s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 � r4 z4DataScienceClient.create_job_run.<locals>.<listcomp>z#create_job_run got unknown kwargs: r= r/ rs r� �r? r@ rB rv �opc-parent-rpt-urlc S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: r4 z4DataScienceClient.create_job_run.<locals>.<dictcomp>r! rD N�JobRunr r� r� ) r% Zcreate_job_run_detailsr& rN rG rH rL rM r` rJ r! r' r2 r( r� � sh $� �� � �z DataScienceClient.create_job_runc s" g }d}d}d}d}g d�� � fdd�t �|�D �}|rFtd|����d d |�d t�|�d t�d �} d d� t �| �D �} | jj|�d�| jd�} | du r�t j } | r�t | t j �s�| j� | � | j�| � | �| j� | j| jj||| |d|�d�|||d� S | jj||| |d|�d�|||d� S dS )ag Creates a new model. :param oci.data_science.models.CreateModelDetails create_model_details: (required) Details for creating a new model. :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param str opc_retry_token: (optional) 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. :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :return: A :class:`~oci.response.Response` object with data of type :class:`~oci.data_science.models.Model` :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/create_model.py.html>`__ to see an example of how to use create_model API. �/modelsr+ � create_modelzMhttps://docs.oracle.com/iaas/api/#/en/data-science/20190101/Model/CreateModelr� c s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 X r4 z2DataScienceClient.create_model.<locals>.<listcomp>z!create_model got unknown kwargs: r= r/ rs r� c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: c r4 z2DataScienceClient.create_model.<locals>.<dictcomp>r! rD NrE r r� r� ) r% Zcreate_model_detailsr& rN rG rH rL rM r` rJ r! r' r2 r( r� * sf !� �� � �z DataScienceClient.create_modelc s� dg}d}d}d}d}g d�� � fdd�t �|�D �} | rHtd | ����d|i} d d � t �| �D �} t �| �D ]<\} } | d u s�t| t j�rnt| �� �d krntd| � d���qnd|�dt �|�dt �|�dt �|�dt �|�dt �d�} dd � t �| �D �} z| W n t �y" |�dt �}Y n0 |t u�r�|d u�r�t|t j t jf��s`t |d��s`t d��t |d��r�t |d ��r�|jd k�r�tj�|�d k�r�d | d < n8d | v�r�t|��s�t||�d ��}|d | d < |d! }| jj|�d"�| jd#�}|d u �r tj}|�rbt|tj��s8| j�| � | j�| � |� | j � |j | jj ||| | |d$|�d%�|||d&� S | jj ||| | |d$|�d%�|||d&� S d S )'a� Creates model artifact for specified model. :param str model_id: (required) The `OCID`__ of the model. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param stream model_artifact: (required) The model artifact to upload. :param int content_length: (optional) The content length of the body. :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param str opc_retry_token: (optional) 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. :param str content_disposition: (optional) This header allows you to specify a filename during upload. This file name is used to dispose of the file contents while downloading the file. If this optional field is not populated in the request, then the OCID of the model is used for the file name when downloading. Example: `{"Content-Disposition": "attachment" "filename"="model.tar.gz" "Content-Length": "2347" "Content-Type": "application/gzip"}` :param str if_match: (optional) For optimistic concurrency control. In the PUT or DELETE call for a resource, set the `if-match` parameter to the value of the etag from a previous GET or POST response for that resource. The resource is updated or deleted only if the `etag` you provide matches the resource's current `etag` value. :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :param int buffer_limit: (optional) A buffer limit for the stream to be buffered. buffer_limit is used to set the buffer size capacity. Streams will be read until the size of the buffer reaches the buffer_limit. If the stream size is greater than the buffer_limit, a BufferError exception will be thrown. The buffer_limit parameter is used when the stream object does not have a `seek`, `tell`, or `fileno` property for the Python Request library to calculate out the content length. If buffer_limit is not passed, then the buffer_limit will be defaulted to 100MB. Large streams can cause the process to freeze, consider passing in content-length for large streams instead. :return: A :class:`~oci.response.Response` object with data of type None :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/create_model_artifact.py.html>`__ to see an example of how to use create_model_artifact API. r* z/models/{modelId}/artifactr+ �create_model_artifactzUhttps://docs.oracle.com/iaas/api/#/en/data-science/20190101/Model/CreateModelArtifact)r r! r� r� r/ rs r� r. c s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 � r4 z;DataScienceClient.create_model_artifact.<locals>.<listcomp>z*create_model_artifact got unknown kwargs: c S s i | ]\}}|t ur||�qS r' r5 r7 r' r' r( r: � r4 z;DataScienceClient.create_model_artifact.<locals>.<dictcomp>Nr r; r< r= r/ rs r� r� r. )r? rB rv r� r� rA c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: � r4 �model_artifactr� r� r� r� r� r� r� r� r� r! rD Fr r� ) r rP rQ rR rS rT rU rV r# r6 r� r� r� r� r� r r� r� r r r$ rW r! r rX rY rz rZ r[ r" r\ r] )r% r_ r� r& rN rG rH rL rM r` rI r8 r9 rJ r� r! r' r2 r( r� � s� @ ��$ ��$ � � �z'DataScienceClient.create_model_artifactc s. g }d}d}d}d}g d�� � fdd�t �|�D �}|rFtd|����d d |�d t�|�d t�|�d t�d �} dd� t �| �D �} | jj|�d�| jd�} | du r�t j } | �rt | t j �s�| j� | � | j�| � | �| j� | j| jj||| |d|�d�|||d� S | jj||| |d|�d�|||d� S dS )a5 Creates a new model deployment. :param oci.data_science.models.CreateModelDeploymentDetails create_model_deployment_details: (required) Details for creating a new model deployment. :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param str opc_retry_token: (optional) 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. :param str opc_parent_rpt_url: (optional) URL to fetch the Resource Principal Token from the parent resource. :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :return: A :class:`~oci.response.Response` object with data of type :class:`~oci.data_science.models.ModelDeployment` :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/create_model_deployment.py.html>`__ to see an example of how to use create_model_deployment API. �/modelDeploymentsr+ �create_model_deploymentzahttps://docs.oracle.com/iaas/api/#/en/data-science/20190101/ModelDeployment/CreateModelDeploymentr� c s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 ^ r4 z=DataScienceClient.create_model_deployment.<locals>.<listcomp>z,create_model_deployment got unknown kwargs: r= r/ rs r� r� c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: j r4 z=DataScienceClient.create_model_deployment.<locals>.<dictcomp>r! rD N�ModelDeploymentr r� r� ) r% Z create_model_deployment_detailsr& rN rG rH rL rM r` rJ r! r' r2 r( r� , sh $� �� � �z)DataScienceClient.create_model_deploymentc s� dg}d}d}d}d}g d�� � fdd�t �|�D �} | rHtd | ����d|i} d d � t �| �D �} t �| �D ]<\} } | d u s�t| t j�rnt| �� �d krntd| � d���qndd|�dt �|�dt �d�} dd � t �| �D �} | j j |�d�| j d�}|d u �rt j}|�rht|t j��s>| j �| � | j �| � |�| j� |j| j j||| | |d|�d�|||d� S | j j||| | |d|�d�|||d� S d S )au Creates provenance information for the specified model. :param str model_id: (required) The `OCID`__ of the model. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param oci.data_science.models.CreateModelProvenanceDetails create_model_provenance_details: (required) Provenance information for specified model. :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param str opc_retry_token: (optional) 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. :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :return: A :class:`~oci.response.Response` object with data of type :class:`~oci.data_science.models.ModelProvenance` :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/create_model_provenance.py.html>`__ to see an example of how to use create_model_provenance API. r* � /models/{modelId}/provenancer+ �create_model_provenancezWhttps://docs.oracle.com/iaas/api/#/en/data-science/20190101/Model/CreateModelProvenancer� c s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 � r4 z=DataScienceClient.create_model_provenance.<locals>.<listcomp>z,create_model_provenance got unknown kwargs: c S s i | ]\}}|t ur||�qS r' r5 r7 r' r' r( r: � r4 z=DataScienceClient.create_model_provenance.<locals>.<dictcomp>Nr r; r< r= r/ rs r� c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: � r4 r! rD �ModelProvenancer � rG rH rI rJ r� rK r rL rM rN ry )r% r_ Z create_model_provenance_detailsr& rN rG rH rL rM r` rI r8 r9 rJ r! r' r2 r( r� � sv &��$ �� � �z)DataScienceClient.create_model_provenancec s" g }d}d}d}d}g d�� � fdd�t �|�D �}|rFtd|����d d |�d t�|�d t�d �} d d� t �| �D �} | jj|�d�| jd�} | du r�t j } | r�t | t j �s�| j� | � | j�| � | �| j� | j| jj||| |d|�d�|||d� S | jj||| |d|�d�|||d� S dS )a� Creates a new modelVersionSet. :param oci.data_science.models.CreateModelVersionSetDetails create_model_version_set_details: (required) Details for creating a new modelVersionSet. :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param str opc_retry_token: (optional) 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. :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :return: A :class:`~oci.response.Response` object with data of type :class:`~oci.data_science.models.ModelVersionSet` :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/create_model_version_set.py.html>`__ to see an example of how to use create_model_version_set API. �/modelVersionSetsr+ �create_model_version_setzahttps://docs.oracle.com/iaas/api/#/en/data-science/20190101/ModelVersionSet/CreateModelVersionSetr� c s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 , r4 z>DataScienceClient.create_model_version_set.<locals>.<listcomp>z-create_model_version_set got unknown kwargs: r= r/ rs r� c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: 7 r4 z>DataScienceClient.create_model_version_set.<locals>.<dictcomp>r! rD N�ModelVersionSetr r� r� ) r% Z create_model_version_set_detailsr& rN rG rH rL rM r` rJ r! r' r2 r( r� � sf !� �� � �z*DataScienceClient.create_model_version_setc s" g }d}d}d}d}g d�� � fdd�t �|�D �}|rFtd|����d d |�d t�|�d t�d �} d d� t �| �D �} | jj|�d�| jd�} | du r�t j } | r�t | t j �s�| j� | � | j�| � | �| j� | j| jj||| |d|�d�|||d� S | jj||| |d|�d�|||d� S dS )a� Creates a new notebook session. :param oci.data_science.models.CreateNotebookSessionDetails create_notebook_session_details: (required) Details for creating a new notebook session. :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param str opc_retry_token: (optional) 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. :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :return: A :class:`~oci.response.Response` object with data of type :class:`~oci.data_science.models.NotebookSession` :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/create_notebook_session.py.html>`__ to see an example of how to use create_notebook_session API. �/notebookSessionsr+ �create_notebook_sessionzahttps://docs.oracle.com/iaas/api/#/en/data-science/20190101/NotebookSession/CreateNotebookSessionr� c s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 � r4 z=DataScienceClient.create_notebook_session.<locals>.<listcomp>z,create_notebook_session got unknown kwargs: r= r/ rs r� c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: � r4 z=DataScienceClient.create_notebook_session.<locals>.<dictcomp>r! rD N�NotebookSessionr r� r� ) r% Z create_notebook_session_detailsr& rN rG rH rL rM r` rJ r! r' r2 r( r� \ sf !� �� � �z)DataScienceClient.create_notebook_sessionc s" g }d}d}d}d}g d�� � fdd�t �|�D �}|rFtd|����d d |�d t�|�d t�d �} d d� t �| �D �} | jj|�d�| jd�} | du r�t j } | r�t | t j �s�| j� | � | j�| � | �| j� | j| jj||| |d|�d�|||d� S | jj||| |d|�d�|||d� S dS )au Creates a new Pipeline. :param oci.data_science.models.CreatePipelineDetails create_pipeline_details: (required) Details for the new Pipeline. :param str opc_retry_token: (optional) 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. :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :return: A :class:`~oci.response.Response` object with data of type :class:`~oci.data_science.models.Pipeline` :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/create_pipeline.py.html>`__ to see an example of how to use create_pipeline API. � /pipelinesr+ �create_pipelinezShttps://docs.oracle.com/iaas/api/#/en/data-science/20190101/Pipeline/CreatePipeliner� c s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 � r4 z5DataScienceClient.create_pipeline.<locals>.<listcomp>z$create_pipeline got unknown kwargs: r= rs r/ r� c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: � r4 z5DataScienceClient.create_pipeline.<locals>.<dictcomp>r! rD N�Pipeliner r� r� ) r% Zcreate_pipeline_detailsr& rN rG rH rL rM r` rJ r! r' r2 r( r� � sf !� �� � �z!DataScienceClient.create_pipelinec s. g }d}d}d}d}g d�� � fdd�t �|�D �}|rFtd|����d d |�d t�|�d t�|�d t�d �} dd� t �| �D �} | jj|�d�| jd�} | du r�t j } | �rt | t j �s�| j� | � | j�| � | �| j� | j| jj||| |d|�d�|||d� S | jj||| |d|�d�|||d� S dS )a Creates a new PipelineRun. :param oci.data_science.models.CreatePipelineRunDetails create_pipeline_run_details: (required) Details for the new PipelineRun. :param str opc_retry_token: (optional) 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. :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param str opc_parent_rpt_url: (optional) URL to fetch the Resource Principal Token from the parent resource. :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :return: A :class:`~oci.response.Response` object with data of type :class:`~oci.data_science.models.PipelineRun` :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/create_pipeline_run.py.html>`__ to see an example of how to use create_pipeline_run API. � /pipelineRunsr+ �create_pipeline_runzYhttps://docs.oracle.com/iaas/api/#/en/data-science/20190101/PipelineRun/CreatePipelineRun)r r! rs r/ r� c s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 J r4 z9DataScienceClient.create_pipeline_run.<locals>.<listcomp>z(create_pipeline_run got unknown kwargs: r= rs r/ r� )r? r@ rv rB r� c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: V r4 z9DataScienceClient.create_pipeline_run.<locals>.<dictcomp>r! rD N� PipelineRunr r� r� ) r% Zcreate_pipeline_run_detailsr& rN rG rH rL rM r` rJ r! r' r2 r( r� sh $� �� � �z%DataScienceClient.create_pipeline_runc s" g }d}d}d}d}g d�� � fdd�t �|�D �}|rFtd|����d d |�d t�|�d t�d �} d d� t �| �D �} | jj|�d�| jd�} | du r�t j } | r�t | t j �s�| j� | � | j�| � | �| j� | j| jj||| |d|�d�|||d� S | jj||| |d|�d�|||d� S dS )au Creates a new project. :param oci.data_science.models.CreateProjectDetails create_project_details: (required) Details for creating a new project. :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param str opc_retry_token: (optional) 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. :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :return: A :class:`~oci.response.Response` object with data of type :class:`~oci.data_science.models.Project` :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/create_project.py.html>`__ to see an example of how to use create_project API. � /projectsr+ �create_projectzQhttps://docs.oracle.com/iaas/api/#/en/data-science/20190101/Project/CreateProjectr� c s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 � r4 z4DataScienceClient.create_project.<locals>.<listcomp>z#create_project got unknown kwargs: r= r/ rs r� c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: � r4 z4DataScienceClient.create_project.<locals>.<dictcomp>r! rD N�Projectr r� r� ) r% Zcreate_project_detailsr& rN rG rH rL rM r` rJ r! r' r2 r( r� { sf !� �� � �z DataScienceClient.create_projectc sv ddg}d}d}d}d} g d�� � fdd �t �|�D �} | rJtd | ����||d �} d d � t �| �D �} t �| �D ]<\} } | du s�t| t j�rrt| �� �dkrrtd| � d���qrd|�dt �|�dt �|�dt �|�dt �d�}dd � t �|�D �}z| W n t �y |�dt �}Y n0 |t u�r�|du�r�t|t j t jf��sZt |d��sZt d��t |d ��r�t |d ��r�|jd k�r�tj�|�dk�r�d |d < n8d |v�r�t|��s�t||�d!��}|d |d < |d" }| jj|�d#�| jd$�}|�rLt|tj��s"| j�|� | j�|� |�| j � |j | jj ||| ||d%|�d&�|| |d'� S | jj ||| ||d%|�d&�|| |d'� S dS )(a Upload the artifact for a step in the pipeline. :param str pipeline_id: (required) The `OCID`__ of the pipeline. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param str step_name: (required) Unique Step identifier in a pipeline. :param stream step_artifact: (required) The step artifact to upload. :param int content_length: (optional) The content length of the body. :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param str opc_retry_token: (optional) 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. :param str content_disposition: (optional) This header allows you to specify a filename during upload. This file name is used to dispose of the file contents while downloading the file. If this optional field is not populated in the request, then the OCID of the model is used for the file name when downloading. Example: `{"Content-Disposition": "attachment" "filename"="model.tar.gz" "Content-Length": "2347" "Content-Type": "application/gzip"}` :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation will not retry by default, users can also use the convenient :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` provided by the SDK to enable retries for it. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :param int buffer_limit: (optional) A buffer limit for the stream to be buffered. buffer_limit is used to set the buffer size capacity. Streams will be read until the size of the buffer reaches the buffer_limit. If the stream size is greater than the buffer_limit, a BufferError exception will be thrown. The buffer_limit parameter is used when the stream object does not have a `seek`, `tell`, or `fileno` property for the Python Request library to calculate out the content length. If buffer_limit is not passed, then the buffer_limit will be defaulted to 100MB. Large streams can cause the process to freeze, consider passing in content-length for large streams instead. :return: A :class:`~oci.response.Response` object with data of type None :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/create_step_artifact.py.html>`__ to see an example of how to use create_step_artifact API. r� �stepNamez1/pipelines/{pipelineId}/steps/{stepName}/artifactr+ �create_step_artifactzWhttps://docs.oracle.com/iaas/api/#/en/data-science/20190101/Pipeline/CreateStepArtifactr� c s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 % r4 z:DataScienceClient.create_step_artifact.<locals>.<listcomp>z)create_step_artifact got unknown kwargs: �r� r� c S s i | ]\}}|t ur||�qS r' r5 r7 r' r' r( r: / r4 z:DataScienceClient.create_step_artifact.<locals>.<dictcomp>Nr r; r< r= r/ rs r� r� r� c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: < r4 � step_artifactr� r� r� r� r� r� r� r� r� r! rD Fr r� r� )r% r� � step_namer� r& rN rG rH rL rM r` rI r8 r9 rJ r� r! r' r2 r( r� � s� < ��$ ��$ � � �z&DataScienceClient.create_step_artifactc s� dg}d}d}d}d}g d�� � fdd�t �|�D �}|rHtd |����d|i} d d � t �| �D �} t �| �D ]<\} } | d u s�t| t j�rnt| �� �d krntd| � d���qndd|�dt �|�dt �d�} dd � t �| �D �} | j j |�d�| j d�} | d u �rt j} | �rZt| t j��s2| j �| � | �| j� | j| j j||| | d|�d�|||d� S | j j||| | d|�d�|||d� S d S )aa Deactivates the model. :param str model_id: (required) The `OCID`__ of the model. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param str if_match: (optional) For optimistic concurrency control. In the PUT or DELETE call for a resource, set the `if-match` parameter to the value of the etag from a previous GET or POST response for that resource. The resource is updated or deleted only if the `etag` you provide matches the resource's current `etag` value. :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :return: A :class:`~oci.response.Response` object with data of type :class:`~oci.data_science.models.Model` :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/deactivate_model.py.html>`__ to see an example of how to use deactivate_model API. r* z$/models/{modelId}/actions/deactivater+ �deactivate_modelzQhttps://docs.oracle.com/iaas/api/#/en/data-science/20190101/Model/DeactivateModelr- c s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 � r4 z6DataScienceClient.deactivate_model.<locals>.<listcomp>z%deactivate_model got unknown kwargs: c S s i | ]\}}|t ur||�qS r' r5 r7 r' r' r( r: � r4 z6DataScienceClient.deactivate_model.<locals>.<dictcomp>Nr r; r< r= r. r/ r> c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: � r4 r! rD rE r rF rO r^ r' r2 r( r� v sp '��$ �� � �z"DataScienceClient.deactivate_modelc sn dg}d}d}d}d}g d�� � fdd�t �|�D �}|rHtd |����d|i} d d � t �| �D �} t �| �D ]<\} } | d u s�t| t j�rnt| �� �d krntd| � d���qndd|�dt �|�dt �d�} dd � t �| �D �} | j j |�d�| j d�} | �rHt| t j��s"| j �| � | �| j� | j| j j||| | |�d�|||d� S | j j||| | |�d�|||d�S d S )a� Deactivates the model deployment. :param str model_deployment_id: (required) The `OCID`__ of the model deployment. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param str if_match: (optional) For optimistic concurrency control. In the PUT or DELETE call for a resource, set the `if-match` parameter to the value of the etag from a previous GET or POST response for that resource. The resource is updated or deleted only if the `etag` you provide matches the resource's current `etag` value. :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation will not retry by default, users can also use the convenient :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` provided by the SDK to enable retries for it. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :return: A :class:`~oci.response.Response` object with data of type None :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/deactivate_model_deployment.py.html>`__ to see an example of how to use deactivate_model_deployment API. ra z8/modelDeployments/{modelDeploymentId}/actions/deactivater+ �deactivate_model_deploymentzehttps://docs.oracle.com/iaas/api/#/en/data-science/20190101/ModelDeployment/DeactivateModelDeploymentr- c s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 r4 zADataScienceClient.deactivate_model_deployment.<locals>.<listcomp>z0deactivate_model_deployment got unknown kwargs: c S s i | ]\}}|t ur||�qS r' r5 r7 r' r' r( r: r4 zADataScienceClient.deactivate_model_deployment.<locals>.<dictcomp>Nr r; r< r= r. r/ r> c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: , r4 r! rD r rc rd re r' r2 r( r� � sh '��$ �� � �z-DataScienceClient.deactivate_model_deploymentc sn dg}d}d}d}d}g d�� � fdd�t �|�D �}|rHtd |����d|i} d d � t �| �D �} t �| �D ]<\} } | d u s�t| t j�rnt| �� �d krntd| � d���qndd|�dt �|�dt �d�} dd � t �| �D �} | j j |�d�| j d�} | �rHt| t j��s"| j �| � | �| j� | j| j j||| | |�d�|||d� S | j j||| | |�d�|||d�S d S )a� Deactivates the notebook session. :param str notebook_session_id: (required) The `OCID`__ of the notebook session. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param str if_match: (optional) For optimistic concurrency control. In the PUT or DELETE call for a resource, set the `if-match` parameter to the value of the etag from a previous GET or POST response for that resource. The resource is updated or deleted only if the `etag` you provide matches the resource's current `etag` value. :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation will not retry by default, users can also use the convenient :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` provided by the SDK to enable retries for it. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :return: A :class:`~oci.response.Response` object with data of type None :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/deactivate_notebook_session.py.html>`__ to see an example of how to use deactivate_notebook_session API. rg z8/notebookSessions/{notebookSessionId}/actions/deactivater+ �deactivate_notebook_sessionzehttps://docs.oracle.com/iaas/api/#/en/data-science/20190101/NotebookSession/DeactivateNotebookSessionr- c s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 � r4 zADataScienceClient.deactivate_notebook_session.<locals>.<listcomp>z0deactivate_notebook_session got unknown kwargs: c S s i | ]\}}|t ur||�qS r' r5 r7 r' r' r( r: � r4 zADataScienceClient.deactivate_notebook_session.<locals>.<dictcomp>Nr r; r< r= r. r/ r> c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: � r4 r! rD r rc rd ri r' r2 r( r� L sh '��$ �� � �z-DataScienceClient.deactivate_notebook_sessionc sn dg}d}d}d}d}g d�� � fdd�t �|�D �}|rHtd |����d|i} d d � t �| �D �} t �| �D ]<\} } | d u s�t| t j�rnt| �� �d krntd| � d���qndd|�dt �|�dt �d�} dd � t �| �D �} | j j |�d�| j d�} | �rHt| t j��s"| j �| � | �| j� | j| j j||| | |�d�|||d� S | j j||| | |�d�|||d�S d S )a� Deletes a private endpoint using `privateEndpointId`. :param str data_science_private_endpoint_id: (required) The unique ID for a Data Science private endpoint. :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param str if_match: (optional) For optimistic concurrency control. In the PUT or DELETE call for a resource, set the `if-match` parameter to the value of the etag from a previous GET or POST response for that resource. The resource is updated or deleted only if the `etag` you provide matches the resource's current `etag` value. :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation will not retry by default, users can also use the convenient :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` provided by the SDK to enable retries for it. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :return: A :class:`~oci.response.Response` object with data of type None :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/delete_data_science_private_endpoint.py.html>`__ to see an example of how to use delete_data_science_private_endpoint API. r� �;/dataSciencePrivateEndpoints/{dataSciencePrivateEndpointId}r �$delete_data_science_private_endpointzwhttps://docs.oracle.com/iaas/api/#/en/data-science/20190101/DataSciencePrivateEndpoint/DeleteDataSciencePrivateEndpointrm c s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 � r4 zJDataScienceClient.delete_data_science_private_endpoint.<locals>.<listcomp>z9delete_data_science_private_endpoint got unknown kwargs: c S s i | ]\}}|t ur||�qS r' r5 r7 r' r' r( r: � r4 zJDataScienceClient.delete_data_science_private_endpoint.<locals>.<dictcomp>Nr r; r< r= r/ r. rn c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: � r4 r! rD r rc rd �r% r� r& rN rG rH rL rM r` rI r8 r9 rJ r! r' r2 r( r� � sh %��$ �� � �z6DataScienceClient.delete_data_science_private_endpointc s� dg}d}d}d}d}g d�� � fdd�t �|�D �}|rHtd |����d|i} d d � t �| �D �} t �| �D ]<\} } | d u s�t| t j�rnt| �� �d krntd| � d���qnd|�dt �i} dd � t �| �D �} dd|�dt �|�dt �d�} dd � t �| �D �} | j j |�d�| j d�}|d u �r*t j}|�r~t|t j��sV| j �| � |�| j� |j| j j||| | | |�d�|||d� S | j j||| | | |�d�|||d� S d S ) a� Deletes a job. :param str job_id: (required) The `OCID`__ of the job. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param str if_match: (optional) For optimistic concurrency control. In the PUT or DELETE call for a resource, set the `if-match` parameter to the value of the etag from a previous GET or POST response for that resource. The resource is updated or deleted only if the `etag` you provide matches the resource's current `etag` value. :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param bool delete_related_job_runs: (optional) Delete all JobRuns associated with this job. :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :return: A :class:`~oci.response.Response` object with data of type None :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/delete_job.py.html>`__ to see an example of how to use delete_job API. r� � /jobs/{jobId}r � delete_jobzIhttps://docs.oracle.com/iaas/api/#/en/data-science/20190101/Job/DeleteJob)r r! r. r/ �delete_related_job_runsc s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 T r4 z0DataScienceClient.delete_job.<locals>.<listcomp>z delete_job got unknown kwargs: c S s i | ]\}}|t ur||�qS r' r5 r7 r' r' r( r: ] r4 z0DataScienceClient.delete_job.<locals>.<dictcomp>Nr r; r< �deleteRelatedJobRunsr� c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: f r4 r= r. r/ r> c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: n r4 r! rD r rw rO )r% r� r& rN rG rH rL rM r` rI r8 r9 rx rJ r! r' r2 r( r� sv *��$ � �� � �z DataScienceClient.delete_jobc s~ dg}d}d}d}d}g d�� � fdd�t �|�D �}|rHtd |����d|i} d d � t �| �D �} t �| �D ]<\} } | d u s�t| t j�rnt| �� �d krntd| � d���qndd|�dt �|�dt �d�} dd � t �| �D �} | j j |�d�| j d�} | d u �rt j} | �rXt| t j��s2| j �| � | �| j� | j| j j||| | |�d�|||d� S | j j||| | |�d�|||d�S d S )a: Deletes a job run. :param str job_run_id: (required) The `OCID`__ of the job run. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param str if_match: (optional) For optimistic concurrency control. In the PUT or DELETE call for a resource, set the `if-match` parameter to the value of the etag from a previous GET or POST response for that resource. The resource is updated or deleted only if the `etag` you provide matches the resource's current `etag` value. :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :return: A :class:`~oci.response.Response` object with data of type None :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/delete_job_run.py.html>`__ to see an example of how to use delete_job_run API. rk �/jobRuns/{jobRunId}r �delete_job_runzOhttps://docs.oracle.com/iaas/api/#/en/data-science/20190101/JobRun/DeleteJobRunr- c s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 � r4 z4DataScienceClient.delete_job_run.<locals>.<listcomp>z#delete_job_run got unknown kwargs: c S s i | ]\}}|t ur||�qS r' r5 r7 r' r' r( r: � r4 z4DataScienceClient.delete_job_run.<locals>.<dictcomp>Nr r; r< r= r. r/ r> c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: � r4 r! rD r rc rO ro r' r2 r( r� � sl '��$ �� � �z DataScienceClient.delete_job_runc s~ dg}d}d}d}d}g d�� � fdd�t �|�D �}|rHtd |����d|i} d d � t �| �D �} t �| �D ]<\} } | d u s�t| t j�rnt| �� �d krntd| � d���qndd|�dt �|�dt �d�} dd � t �| �D �} | j j |�d�| j d�} | d u �rt j} | �rXt| t j��s2| j �| � | �| j� | j| j j||| | |�d�|||d� S | j j||| | |�d�|||d�S d S )a< Deletes the specified model. :param str model_id: (required) The `OCID`__ of the model. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param str if_match: (optional) For optimistic concurrency control. In the PUT or DELETE call for a resource, set the `if-match` parameter to the value of the etag from a previous GET or POST response for that resource. The resource is updated or deleted only if the `etag` you provide matches the resource's current `etag` value. :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :return: A :class:`~oci.response.Response` object with data of type None :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/delete_model.py.html>`__ to see an example of how to use delete_model API. r* �/models/{modelId}r � delete_modelzMhttps://docs.oracle.com/iaas/api/#/en/data-science/20190101/Model/DeleteModelr- c s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 1 r4 z2DataScienceClient.delete_model.<locals>.<listcomp>z!delete_model got unknown kwargs: c S s i | ]\}}|t ur||�qS r' r5 r7 r' r' r( r: : r4 z2DataScienceClient.delete_model.<locals>.<dictcomp>Nr r; r< r= r. r/ r> c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: F r4 r! rD r rc rO r^ r' r2 r( r� � sl '��$ �� � �z DataScienceClient.delete_modelc s~ dg}d}d}d}d}g d�� � fdd�t �|�D �}|rHtd |����d|i} d d � t �| �D �} t �| �D ]<\} } | d u s�t| t j�rnt| �� �d krntd| � d���qndd|�dt �|�dt �d�} dd � t �| �D �} | j j |�d�| j d�} | d u �rt j} | �rXt| t j��s2| j �| � | �| j� | j| j j||| | |�d�|||d� S | j j||| | |�d�|||d�S d S )a� Deletes the specified model deployment. Any unsaved work in this model deployment is lost. :param str model_deployment_id: (required) The `OCID`__ of the model deployment. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param str if_match: (optional) For optimistic concurrency control. In the PUT or DELETE call for a resource, set the `if-match` parameter to the value of the etag from a previous GET or POST response for that resource. The resource is updated or deleted only if the `etag` you provide matches the resource's current `etag` value. :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :return: A :class:`~oci.response.Response` object with data of type None :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/delete_model_deployment.py.html>`__ to see an example of how to use delete_model_deployment API. ra �%/modelDeployments/{modelDeploymentId}r �delete_model_deploymentzahttps://docs.oracle.com/iaas/api/#/en/data-science/20190101/ModelDeployment/DeleteModelDeploymentr- c s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 � r4 z=DataScienceClient.delete_model_deployment.<locals>.<listcomp>z,delete_model_deployment got unknown kwargs: c S s i | ]\}}|t ur||�qS r' r5 r7 r' r' r( r: � r4 z=DataScienceClient.delete_model_deployment.<locals>.<dictcomp>Nr r; r< r= r. r/ r> c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: � r4 r! rD r rc rO re r' r2 r( r� h sl '��$ �� � �z)DataScienceClient.delete_model_deploymentc s� dg}d}d}d}d}g d�� � fdd�t �|�D �}|rHtd |����d|i} d d � t �| �D �} t �| �D ]<\} } | d u s�t| t j�rnt| �� �d krntd| � d���qnd|�dt �i} dd � t �| �D �} dd|�dt �|�dt �d�} dd � t �| �D �} | j j |�d�| j d�}|d u �r*t j}|�r~t|t j��sV| j �| � |�| j� |j| j j||| | | |�d�|||d� S | j j||| | | |�d�|||d� S d S ) a� Deletes the specified modelVersionSet. :param str model_version_set_id: (required) The `OCID`__ of the model version set. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param bool is_delete_related_models: (optional) By default, this parameter is false. A model version set can only be deleted if all the models associate with it are already in the DELETED state. You can optionally specify the deleteRelatedModels boolean query parameters to true, which deletes all associated models for you. :param str if_match: (optional) For optimistic concurrency control. In the PUT or DELETE call for a resource, set the `if-match` parameter to the value of the etag from a previous GET or POST response for that resource. The resource is updated or deleted only if the `etag` you provide matches the resource's current `etag` value. :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :return: A :class:`~oci.response.Response` object with data of type None :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/delete_model_version_set.py.html>`__ to see an example of how to use delete_model_version_set API. r� �%/modelVersionSets/{modelVersionSetId}r �delete_model_version_setzahttps://docs.oracle.com/iaas/api/#/en/data-science/20190101/ModelVersionSet/DeleteModelVersionSet)r r! �is_delete_related_modelsr. r/ c s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 r4 z>DataScienceClient.delete_model_version_set.<locals>.<listcomp>z-delete_model_version_set got unknown kwargs: c S s i | ]\}}|t ur||�qS r' r5 r7 r' r' r( r: r4 z>DataScienceClient.delete_model_version_set.<locals>.<dictcomp>Nr r; r< ZisDeleteRelatedModelsr� c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: r4 r= r. r/ r> c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: & r4 r! rD r rw rO )r% r� r& rN rG rH rL rM r` rI r8 r9 rx rJ r! r' r2 r( r� � sv +��$ � �� � �z*DataScienceClient.delete_model_version_setc s~ dg}d}d}d}d}g d�� � fdd�t �|�D �}|rHtd |����d|i} d d � t �| �D �} t �| �D ]<\} } | d u s�t| t j�rnt| �� �d krntd| � d���qndd|�dt �|�dt �d�} dd � t �| �D �} | j j |�d�| j d�} | d u �rt j} | �rXt| t j��s2| j �| � | �| j� | j| j j||| | |�d�|||d� S | j j||| | |�d�|||d�S d S )a� Deletes the specified notebook session. Any unsaved work in this notebook session are lost. :param str notebook_session_id: (required) The `OCID`__ of the notebook session. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param str if_match: (optional) For optimistic concurrency control. In the PUT or DELETE call for a resource, set the `if-match` parameter to the value of the etag from a previous GET or POST response for that resource. The resource is updated or deleted only if the `etag` you provide matches the resource's current `etag` value. :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :return: A :class:`~oci.response.Response` object with data of type None :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/delete_notebook_session.py.html>`__ to see an example of how to use delete_notebook_session API. rg �%/notebookSessions/{notebookSessionId}r �delete_notebook_sessionzahttps://docs.oracle.com/iaas/api/#/en/data-science/20190101/NotebookSession/DeleteNotebookSessionr- c s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 ~ r4 z=DataScienceClient.delete_notebook_session.<locals>.<listcomp>z,delete_notebook_session got unknown kwargs: c S s i | ]\}}|t ur||�qS r' r5 r7 r' r' r( r: � r4 z=DataScienceClient.delete_notebook_session.<locals>.<dictcomp>Nr r; r< r= r. r/ r> c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: � r4 r! rD r rc rO ri r' r2 r( r� J sl '��$ �� � �z)DataScienceClient.delete_notebook_sessionc s� dg}d}d}d}d}g d�� � fdd�t �|�D �}|rHtd |����d|i} d d � t �| �D �} t �| �D ]<\} } | d u s�t| t j�rnt| �� �d krntd| � d���qn|�dt �|�dt �d�} dd � t �| �D �} dd|�dt �|�dt �d�} dd � t �| �D �} | j j |�d�| j d�}|�rxt|t j��sP| j �| � |�| j� |j| j j||| | | |�d�|||d � S | j j||| | | |�d�|||d � S d S ) a� Deletes a Pipeline resource by identifier. :param str pipeline_id: (required) The `OCID`__ of the pipeline. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param bool delete_related_pipeline_runs: (optional) A boolean value to specify whether to delete related PipelineRuns or not. :param bool delete_related_job_runs: (optional) A boolean value to specify whether to delete related jobRuns or not. :param str if_match: (optional) For optimistic concurrency control. In the PUT or DELETE call for a resource, set the `if-match` parameter to the value of the etag from a previous GET or POST response for that resource. The resource is updated or deleted only if the `etag` you provide matches the resource's current `etag` value. :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation will not retry by default, users can also use the convenient :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` provided by the SDK to enable retries for it. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :return: A :class:`~oci.response.Response` object with data of type None :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/delete_pipeline.py.html>`__ to see an example of how to use delete_pipeline API. r� �/pipelines/{pipelineId}r �delete_pipelinezShttps://docs.oracle.com/iaas/api/#/en/data-science/20190101/Pipeline/DeletePipeline)r r! � delete_related_pipeline_runsr� r. r/ c s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 � r4 z5DataScienceClient.delete_pipeline.<locals>.<listcomp>z$delete_pipeline got unknown kwargs: c S s i | ]\}}|t ur||�qS r' r5 r7 r' r' r( r: � r4 z5DataScienceClient.delete_pipeline.<locals>.<dictcomp>Nr r; r< r r� )ZdeleteRelatedPipelineRunsr� c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: r4 r= r. r/ r> c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: r4 r! rD r rw rd )r% r� r& rN rG rH rL rM r` rI r8 r9 rx rJ r! r' r2 r( r � st -��$ � �� � �z!DataScienceClient.delete_pipelinec s� dg}d}d}d}d}g d�� � fdd�t �|�D �}|rHtd |����d|i} d d � t �| �D �} t �| �D ]<\} } | d u s�t| t j�rnt| �� �d krntd| � d���qnd|�dt �i} dd � t �| �D �} dd|�dt �|�dt �d�} dd � t �| �D �} | j j |�d�| j d�}|�rnt|t j��sF| j �| � |�| j� |j| j j||| | | |�d�|||d� S | j j||| | | |�d�|||d� S d S ) a, Deletes a PipelineRun resource by identifier. :param str pipeline_run_id: (required) The `OCID`__ of the pipeline run. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param bool delete_related_job_runs: (optional) A boolean value to specify whether to delete related jobRuns or not. :param str if_match: (optional) For optimistic concurrency control. In the PUT or DELETE call for a resource, set the `if-match` parameter to the value of the etag from a previous GET or POST response for that resource. The resource is updated or deleted only if the `etag` you provide matches the resource's current `etag` value. :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation will not retry by default, users can also use the convenient :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` provided by the SDK to enable retries for it. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :return: A :class:`~oci.response.Response` object with data of type None :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/delete_pipeline_run.py.html>`__ to see an example of how to use delete_pipeline_run API. rq � /pipelineRuns/{pipelineRunId}r �delete_pipeline_runzYhttps://docs.oracle.com/iaas/api/#/en/data-science/20190101/PipelineRun/DeletePipelineRun)r r! r� r. r/ c s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 f r4 z9DataScienceClient.delete_pipeline_run.<locals>.<listcomp>z(delete_pipeline_run got unknown kwargs: c S s i | ]\}}|t ur||�qS r' r5 r7 r' r' r( r: o r4 z9DataScienceClient.delete_pipeline_run.<locals>.<dictcomp>Nr r; r< r� r� c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: x r4 r= r. r/ r> c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: � r4 r! rD r rw rd r{ r' r2 r( r . sr *��$ � �� � �z%DataScienceClient.delete_pipeline_runc s~ dg}d}d}d}d}g d�� � fdd�t �|�D �}|rHtd |����d|i} d d � t �| �D �} t �| �D ]<\} } | d u s�t| t j�rnt| �� �d krntd| � d���qndd|�dt �|�dt �d�} dd � t �| �D �} | j j |�d�| j d�} | d u �rt j} | �rXt| t j��s2| j �| � | �| j� | j| j j||| | |�d�|||d� S | j j||| | |�d�|||d�S d S )a� Deletes the specified project. This operation fails unless all associated resources (notebook sessions or models) are in a DELETED state. You must delete all associated resources before deleting a project. :param str project_id: (required) The `OCID`__ of the project. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param str if_match: (optional) For optimistic concurrency control. In the PUT or DELETE call for a resource, set the `if-match` parameter to the value of the etag from a previous GET or POST response for that resource. The resource is updated or deleted only if the `etag` you provide matches the resource's current `etag` value. :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :return: A :class:`~oci.response.Response` object with data of type None :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/delete_project.py.html>`__ to see an example of how to use delete_project API. r� �/projects/{projectId}r �delete_projectzQhttps://docs.oracle.com/iaas/api/#/en/data-science/20190101/Project/DeleteProjectr- c s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 � r4 z4DataScienceClient.delete_project.<locals>.<listcomp>z#delete_project got unknown kwargs: c S s i | ]\}}|t ur||�qS r' r5 r7 r' r' r( r: � r4 z4DataScienceClient.delete_project.<locals>.<dictcomp>Nr r; r< r= r. r/ r> c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: � r4 r! rD r rc rO �r% r� r& rN rG rH rL rM r` rI r8 r9 rJ r! r' r2 r( r � sl '��$ �� � �z DataScienceClient.delete_projectc s� dg}d}d}d}d}g d�� � fdd�t �|�D �} | rHtd | ����d|i} d d � t �| �D �} t �| �D ]<\} } | d u s�t| t j�rnt| �� �d krntd| � d���qndd|�dt �|�dt �|�dt �d�} dd � t �| �D �} | j j |�d�| j d�}|d u �rt j}|�rpt|t j��sH| j �| � | j �| � |�| j� |j| j j||| | ||�d�|||d� S | j j||| | ||�d�|||d� S d S )a� Export model artifact from source to the service bucket :param str model_id: (required) The `OCID`__ of the model. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param oci.data_science.models.ExportModelArtifactDetails export_model_artifact_details: (required) Model artifact source details for exporting. :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param str opc_retry_token: (optional) 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. :param str if_match: (optional) For optimistic concurrency control. In the PUT or DELETE call for a resource, set the `if-match` parameter to the value of the etag from a previous GET or POST response for that resource. The resource is updated or deleted only if the `etag` you provide matches the resource's current `etag` value. :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :return: A :class:`~oci.response.Response` object with data of type None :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/export_model_artifact.py.html>`__ to see an example of how to use export_model_artifact API. r* z(/models/{modelId}/actions/exportArtifactr+ �export_model_artifactzUhttps://docs.oracle.com/iaas/api/#/en/data-science/20190101/Model/ExportModelArtifact)r r! r/ rs r. c s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 H r4 z;DataScienceClient.export_model_artifact.<locals>.<listcomp>z*export_model_artifact got unknown kwargs: c S s i | ]\}}|t ur||�qS r' r5 r7 r' r' r( r: Q r4 z;DataScienceClient.export_model_artifact.<locals>.<dictcomp>Nr r; r< r= r/ rs r. ru c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: ^ r4 r! rD r r� ry )r% r_ Z export_model_artifact_detailsr& rN rG rH rL rM r` rI r8 r9 rJ r! r' r2 r( r st -��$ �� � �z'DataScienceClient.export_model_artifactc sv dg}d}d}d}d}g d�� � fdd�t �|�D �}|rHtd |����d|i} d d � t �| �D �} t �| �D ]<\} } | d u s�t| t j�rnt| �� �d krntd| � d���qndd|�dt �d�} dd � t �| �D �} | j j |�d�| j d�} | d u r�t j} | �rNt| t j��s&| j �| � | �| j� | j| j j||| | d|�d�|||d� S | j j||| | d|�d�|||d� S d S )a Retrieves an private endpoint using a `privateEndpointId`. :param str data_science_private_endpoint_id: (required) The unique ID for a Data Science private endpoint. :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :return: A :class:`~oci.response.Response` object with data of type :class:`~oci.data_science.models.DataSciencePrivateEndpoint` :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/get_data_science_private_endpoint.py.html>`__ to see an example of how to use get_data_science_private_endpoint API. r� r� �GET�!get_data_science_private_endpointzthttps://docs.oracle.com/iaas/api/#/en/data-science/20190101/DataSciencePrivateEndpoint/GetDataSciencePrivateEndpoint�r r! r/ c s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 � r4 zGDataScienceClient.get_data_science_private_endpoint.<locals>.<listcomp>z6get_data_science_private_endpoint got unknown kwargs: c S s i | ]\}}|t ur||�qS r' r5 r7 r' r' r( r: � r4 zGDataScienceClient.get_data_science_private_endpoint.<locals>.<dictcomp>Nr r; r< r= r/ �r? r@ rB c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: � r4 r! rD r� r rF rO r� r' r2 r( r � sn ��$ �� � �z3DataScienceClient.get_data_science_private_endpointc sv dg}d}d}d}d}g d�� � fdd�t �|�D �}|rHtd |����d|i} d d � t �| �D �} t �| �D ]<\} } | d u s�t| t j�rnt| �� �d krntd| � d���qndd|�dt �d�} dd � t �| �D �} | j j |�d�| j d�} | d u r�t j} | �rNt| t j��s&| j �| � | �| j� | j| j j||| | d|�d�|||d� S | j j||| | d|�d�|||d� S d S )a� Gets a job. :param str job_id: (required) The `OCID`__ of the job. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :return: A :class:`~oci.response.Response` object with data of type :class:`~oci.data_science.models.Job` :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/get_job.py.html>`__ to see an example of how to use get_job API. r� r� r �get_jobzFhttps://docs.oracle.com/iaas/api/#/en/data-science/20190101/Job/GetJobr c s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 r4 z-DataScienceClient.get_job.<locals>.<listcomp>z get_job got unknown kwargs: c S s i | ]\}}|t ur||�qS r' r5 r7 r' r' r( r: r4 z-DataScienceClient.get_job.<locals>.<dictcomp>Nr r; r< r= r/ r c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: % r4 r! rD r� r rF rO �r% r� r& rN rG rH rL rM r` rI r8 r9 rJ r! r' r2 r( r � sn ��$ �� � �zDataScienceClient.get_jobc s� dg}d}d}d}d}g d�� � fdd�t �|�D �}|rHtd |����d|i} d d � t �| �D �} t �| �D ]<\} } | d u s�t| t j�rnt| �� �d krntd| � d���qndd|�dt �|�dt �d�} dd � t �| �D �} | j j |�d�| j d�} | d u �rt j} | �rZt| t j��s2| j �| � | �| j� | j| j j||| | d|�d�|||d� S | j j||| | d|�d�|||d� S d S )a� Downloads job artifact content for specified job. :param str job_id: (required) The `OCID`__ of the job. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param str range: (optional) Optional byte range to fetch, as described in `RFC 7233`__, section 2.1. Note that only a single range of bytes is supported. __ https://tools.ietf.org/html/rfc7232#section-2.1 :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :return: A :class:`~oci.response.Response` object with data of type stream :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/get_job_artifact_content.py.html>`__ to see an example of how to use get_job_artifact_content API. r� � /jobs/{jobId}/artifact/contentr �get_job_artifact_contentzUhttps://docs.oracle.com/iaas/api/#/en/data-science/20190101/Job/GetJobArtifactContent�r r! r/ �rangec s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 | r4 z>DataScienceClient.get_job_artifact_content.<locals>.<listcomp>z-get_job_artifact_content got unknown kwargs: c S s i | ]\}}|t ur||�qS r' r5 r7 r' r' r( r: � r4 z>DataScienceClient.get_job_artifact_content.<locals>.<dictcomp>Nr r; r< �application/octet-streamr= r/ r �r? r@ rB r c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: � r4 r! rD �streamr rF rO r r' r2 r( r I sp &��$ �� � �z*DataScienceClient.get_job_artifact_contentc sv dg}d}d}d}d}g d�� � fdd�t �|�D �}|rHtd |����d|i} d d � t �| �D �} t �| �D ]<\} } | d u s�t| t j�rnt| �� �d krntd| � d���qndd|�dt �d�} dd � t �| �D �} | j j |�d�| j d�} | d u r�t j} | �rNt| t j��s&| j �| � | �| j� | j| j j||| | d|�d�|||d� S | j j||| | d|�d�|||d� S d S )a� Gets a job run. :param str job_run_id: (required) The `OCID`__ of the job run. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :return: A :class:`~oci.response.Response` object with data of type :class:`~oci.data_science.models.JobRun` :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/get_job_run.py.html>`__ to see an example of how to use get_job_run API. rk r� r � get_job_runzLhttps://docs.oracle.com/iaas/api/#/en/data-science/20190101/JobRun/GetJobRunr c s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 � r4 z1DataScienceClient.get_job_run.<locals>.<listcomp>z get_job_run got unknown kwargs: c S s i | ]\}}|t ur||�qS r' r5 r7 r' r' r( r: � r4 z1DataScienceClient.get_job_run.<locals>.<dictcomp>Nr r; r< r= r/ r c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: � r4 r! rD r� r rF rO ro r' r2 r( r � sn ��$ �� � �z DataScienceClient.get_job_runc sv dg}d}d}d}d}g d�� � fdd�t �|�D �}|rHtd |����d|i} d d � t �| �D �} t �| �D ]<\} } | d u s�t| t j�rnt| �� �d krntd| � d���qndd|�dt �d�} dd � t �| �D �} | j j |�d�| j d�} | d u r�t j} | �rNt| t j��s&| j �| � | �| j� | j| j j||| | d|�d�|||d� S | j j||| | d|�d�|||d� S d S )a� Gets the specified model's information. :param str model_id: (required) The `OCID`__ of the model. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :return: A :class:`~oci.response.Response` object with data of type :class:`~oci.data_science.models.Model` :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/get_model.py.html>`__ to see an example of how to use get_model API. r* r� r � get_modelzJhttps://docs.oracle.com/iaas/api/#/en/data-science/20190101/Model/GetModelr c s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 E r4 z/DataScienceClient.get_model.<locals>.<listcomp>z get_model got unknown kwargs: c S s i | ]\}}|t ur||�qS r' r5 r7 r' r' r( r: N r4 z/DataScienceClient.get_model.<locals>.<dictcomp>Nr r; r< r= r/ r c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: Y r4 r! rD rE r rF rO r^ r' r2 r( r sn ��$ �� � �zDataScienceClient.get_modelc s� dg}d}d}d}d}g d�� � fdd�t �|�D �}|rHtd |����d|i} d d � t �| �D �} t �| �D ]<\} } | d u s�t| t j�rnt| �� �d krntd| � d���qndd|�dt �|�dt �d�} dd � t �| �D �} | j j |�d�| j d�} | d u �rt j} | �rZt| t j��s2| j �| � | �| j� | j| j j||| | d|�d�|||d� S | j j||| | d|�d�|||d� S d S )a� Downloads model artifact content for specified model. :param str model_id: (required) The `OCID`__ of the model. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param str range: (optional) Optional byte range to fetch, as described in `RFC 7233`__, section 2.1. Note that only a single range of bytes is supported. __ https://tools.ietf.org/html/rfc7232#section-2.1 :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :return: A :class:`~oci.response.Response` object with data of type stream :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/get_model_artifact_content.py.html>`__ to see an example of how to use get_model_artifact_content API. r* �"/models/{modelId}/artifact/contentr �get_model_artifact_contentzYhttps://docs.oracle.com/iaas/api/#/en/data-science/20190101/Model/GetModelArtifactContentr c s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 � r4 z@DataScienceClient.get_model_artifact_content.<locals>.<listcomp>z/get_model_artifact_content got unknown kwargs: c S s i | ]\}}|t ur||�qS r' r5 r7 r' r' r( r: � r4 z@DataScienceClient.get_model_artifact_content.<locals>.<dictcomp>Nr r; r< r r= r/ r r c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: � r4 r! rD r r rF rO r^ r' r2 r( r } sp &��$ �� � �z,DataScienceClient.get_model_artifact_contentc sv dg}d}d}d}d}g d�� � fdd�t �|�D �}|rHtd |����d|i} d d � t �| �D �} t �| �D ]<\} } | d u s�t| t j�rnt| �� �d krntd| � d���qndd|�dt �d�} dd � t �| �D �} | j j |�d�| j d�} | d u r�t j} | �rNt| t j��s&| j �| � | �| j� | j| j j||| | d|�d�|||d� S | j j||| | d|�d�|||d� S d S )a( Retrieves the model deployment for the specified `modelDeploymentId`. :param str model_deployment_id: (required) The `OCID`__ of the model deployment. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :return: A :class:`~oci.response.Response` object with data of type :class:`~oci.data_science.models.ModelDeployment` :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/get_model_deployment.py.html>`__ to see an example of how to use get_model_deployment API. ra r� r �get_model_deploymentz^https://docs.oracle.com/iaas/api/#/en/data-science/20190101/ModelDeployment/GetModelDeploymentr c s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 r4 z:DataScienceClient.get_model_deployment.<locals>.<listcomp>z)get_model_deployment got unknown kwargs: c S s i | ]\}}|t ur||�qS r' r5 r7 r' r' r( r: r4 z:DataScienceClient.get_model_deployment.<locals>.<dictcomp>Nr r; r< r= r/ r c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: ) r4 r! rD r� r rF rO re r' r2 r( r � sn ��$ �� � �z&DataScienceClient.get_model_deploymentc sv dg}d}d}d}d}g d�� � fdd�t �|�D �}|rHtd |����d|i} d d � t �| �D �} t �| �D ]<\} } | d u s�t| t j�rnt| �� �d krntd| � d���qndd|�dt �d�} dd � t �| �D �} | j j |�d�| j d�} | d u r�t j} | �rNt| t j��s&| j �| � | �| j� | j| j j||| | d|�d�|||d� S | j j||| | d|�d�|||d� S d S )a� Gets provenance information for specified model. :param str model_id: (required) The `OCID`__ of the model. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :return: A :class:`~oci.response.Response` object with data of type :class:`~oci.data_science.models.ModelProvenance` :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/get_model_provenance.py.html>`__ to see an example of how to use get_model_provenance API. r* r� r �get_model_provenancezThttps://docs.oracle.com/iaas/api/#/en/data-science/20190101/Model/GetModelProvenancer c s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 y r4 z:DataScienceClient.get_model_provenance.<locals>.<listcomp>z)get_model_provenance got unknown kwargs: c S s i | ]\}}|t ur||�qS r' r5 r7 r' r' r( r: � r4 z:DataScienceClient.get_model_provenance.<locals>.<dictcomp>Nr r; r< r= r/ r c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: � r4 r! rD r� r rF rO r^ r' r2 r( r M sn ��$ �� � �z&DataScienceClient.get_model_provenancec sv dg}d}d}d}d}g d�� � fdd�t �|�D �}|rHtd |����d|i} d d � t �| �D �} t �| �D ]<\} } | d u s�t| t j�rnt| �� �d krntd| � d���qndd|�dt �d�} dd � t �| �D �} | j j |�d�| j d�} | d u r�t j} | �rNt| t j��s&| j �| � | �| j� | j| j j||| | d|�d�|||d� S | j j||| | d|�d�|||d� S d S )a Gets the specified model version set information. :param str model_version_set_id: (required) The `OCID`__ of the model version set. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :return: A :class:`~oci.response.Response` object with data of type :class:`~oci.data_science.models.ModelVersionSet` :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/get_model_version_set.py.html>`__ to see an example of how to use get_model_version_set API. r� r� r �get_model_version_setz^https://docs.oracle.com/iaas/api/#/en/data-science/20190101/ModelVersionSet/GetModelVersionSetr c s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 � r4 z;DataScienceClient.get_model_version_set.<locals>.<listcomp>z*get_model_version_set got unknown kwargs: c S s i | ]\}}|t ur||�qS r' r5 r7 r' r' r( r: � r4 z;DataScienceClient.get_model_version_set.<locals>.<dictcomp>Nr r; r< r= r/ r c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: � r4 r! rD r� r rF rO )r% r� r& rN rG rH rL rM r` rI r8 r9 rJ r! r' r2 r( r � sn ��$ �� � �z'DataScienceClient.get_model_version_setc sv dg}d}d}d}d}g d�� � fdd�t �|�D �}|rHtd |����d|i} d d � t �| �D �} t �| �D ]<\} } | d u s�t| t j�rnt| �� �d krntd| � d���qndd|�dt �d�} dd � t �| �D �} | j j |�d�| j d�} | d u r�t j} | �rNt| t j��s&| j �| � | �| j� | j| j j||| | d|�d�|||d� S | j j||| | d|�d�|||d� S d S )a Gets the specified notebook session's information. :param str notebook_session_id: (required) The `OCID`__ of the notebook session. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :return: A :class:`~oci.response.Response` object with data of type :class:`~oci.data_science.models.NotebookSession` :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/get_notebook_session.py.html>`__ to see an example of how to use get_notebook_session API. rg r� r �get_notebook_sessionz^https://docs.oracle.com/iaas/api/#/en/data-science/20190101/NotebookSession/GetNotebookSessionr c s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 A r4 z:DataScienceClient.get_notebook_session.<locals>.<listcomp>z)get_notebook_session got unknown kwargs: c S s i | ]\}}|t ur||�qS r' r5 r7 r' r' r( r: J r4 z:DataScienceClient.get_notebook_session.<locals>.<dictcomp>Nr r; r< r= r/ r c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: U r4 r! rD r� r rF rO ri r' r2 r( r sn ��$ �� � �z&DataScienceClient.get_notebook_sessionc sv dg}d}d}d}d}g d�� � fdd�t �|�D �}|rHtd |����d|i} d d � t �| �D �} t �| �D ]<\} } | d u s�t| t j�rnt| �� �d krntd| � d���qndd|�dt �d�} dd � t �| �D �} | j j |�d�| j d�} | d u r�t j} | �rNt| t j��s&| j �| � | �| j� | j| j j||| | d|�d�|||d� S | j j||| | d|�d�|||d� S d S )a� Gets a Pipeline by identifier. :param str pipeline_id: (required) The `OCID`__ of the pipeline. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :return: A :class:`~oci.response.Response` object with data of type :class:`~oci.data_science.models.Pipeline` :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/get_pipeline.py.html>`__ to see an example of how to use get_pipeline API. r� r� r � get_pipelinezPhttps://docs.oracle.com/iaas/api/#/en/data-science/20190101/Pipeline/GetPipeliner c s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 � r4 z2DataScienceClient.get_pipeline.<locals>.<listcomp>z!get_pipeline got unknown kwargs: c S s i | ]\}}|t ur||�qS r' r5 r7 r' r' r( r: � r4 z2DataScienceClient.get_pipeline.<locals>.<dictcomp>Nr r; r< r= r/ r c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: � r4 r! rD r� r rF rO )r% r� r& rN rG rH rL rM r` rI r8 r9 rJ r! r' r2 r( r y sn ��$ �� � �z DataScienceClient.get_pipelinec sv dg}d}d}d}d}g d�� � fdd�t �|�D �}|rHtd |����d|i} d d � t �| �D �} t �| �D ]<\} } | d u s�t| t j�rnt| �� �d krntd| � d���qndd|�dt �d�} dd � t �| �D �} | j j |�d�| j d�} | d u r�t j} | �rNt| t j��s&| j �| � | �| j� | j| j j||| | d|�d�|||d� S | j j||| | d|�d�|||d� S d S )a� Gets a PipelineRun by identifier. :param str pipeline_run_id: (required) The `OCID`__ of the pipeline run. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :return: A :class:`~oci.response.Response` object with data of type :class:`~oci.data_science.models.PipelineRun` :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/get_pipeline_run.py.html>`__ to see an example of how to use get_pipeline_run API. rq r r �get_pipeline_runzVhttps://docs.oracle.com/iaas/api/#/en/data-science/20190101/PipelineRun/GetPipelineRunr c s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 r4 z6DataScienceClient.get_pipeline_run.<locals>.<listcomp>z%get_pipeline_run got unknown kwargs: c S s i | ]\}}|t ur||�qS r' r5 r7 r' r' r( r: r4 z6DataScienceClient.get_pipeline_run.<locals>.<dictcomp>Nr r; r< r= r/ r c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: r4 r! rD r� r rF rO )r% r| r& rN rG rH rL rM r` rI r8 r9 rJ r! r' r2 r( r � sn ��$ �� � �z"DataScienceClient.get_pipeline_runc sv dg}d}d}d}d}g d�� � fdd�t �|�D �}|rHtd |����d|i} d d � t �| �D �} t �| �D ]<\} } | d u s�t| t j�rnt| �� �d krntd| � d���qndd|�dt �d�} dd � t �| �D �} | j j |�d�| j d�} | d u r�t j} | �rNt| t j��s&| j �| � | �| j� | j| j j||| | d|�d�|||d� S | j j||| | d|�d�|||d� S d S )a� Gets the specified project's information. :param str project_id: (required) The `OCID`__ of the project. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :return: A :class:`~oci.response.Response` object with data of type :class:`~oci.data_science.models.Project` :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/get_project.py.html>`__ to see an example of how to use get_project API. r� r r � get_projectzNhttps://docs.oracle.com/iaas/api/#/en/data-science/20190101/Project/GetProjectr c s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 m r4 z1DataScienceClient.get_project.<locals>.<listcomp>z get_project got unknown kwargs: c S s i | ]\}}|t ur||�qS r' r5 r7 r' r' r( r: v r4 z1DataScienceClient.get_project.<locals>.<dictcomp>Nr r; r< r= r/ r c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: � r4 r! rD r� r rF rO r r' r2 r( r A sn ��$ �� � �z DataScienceClient.get_projectc s� ddg}d}d}d}d}g d�� � fdd �t �|�D �} | rJtd | ����||d �} d d � t �| �D �} t �| �D ]<\} } | du s�t| t j�rrt| �� �dkrrtd| � d���qrdd|�dt �|�dt �d�} dd � t �| �D �} | j j |�d�| j d�}|du �r t j}|�r`t|t j��s6| j �| � |�| j� |j| j j||| | dd|�d �|||d � S | j j||| | dd|�d �|||d � S dS ) a; Download the artifact for a step in the pipeline. :param str pipeline_id: (required) The `OCID`__ of the pipeline. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param str step_name: (required) Unique Step identifier in a pipeline. :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param str range: (optional) Optional byte range to fetch, as described in `RFC 7233`__, section 2.1. Note that only a single range of bytes is supported. __ https://tools.ietf.org/html/rfc7232#section-2.1 :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :return: A :class:`~oci.response.Response` object with data of type stream :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/get_step_artifact_content.py.html>`__ to see an example of how to use get_step_artifact_content API. r� r� �9/pipelines/{pipelineId}/steps/{stepName}/artifact/contentr �get_step_artifact_contentz[https://docs.oracle.com/iaas/api/#/en/data-science/20190101/Pipeline/GetStepArtifactContentr c s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 � r4 z?DataScienceClient.get_step_artifact_content.<locals>.<listcomp>z.get_step_artifact_content got unknown kwargs: r� c S s i | ]\}}|t ur||�qS r' r5 r7 r' r' r( r: � r4 z?DataScienceClient.get_step_artifact_content.<locals>.<dictcomp>Nr r; r< r r= r/ r r c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: � r4 r! rD r Fr ) rG rH rI rJ rK r� r rL rM rN rO �r% r� r� r& rN rG rH rL rM r` rI r8 r9 rJ r! r' r2 r( r! � sv )��$ �� � �z+DataScienceClient.get_step_artifact_contentc sv dg}d}d}d}d}g d�� � fdd�t �|�D �}|rHtd |����d|i} d d � t �| �D �} t �| �D ]<\} } | d u s�t| t j�rnt| �� �d krntd| � d���qndd|�dt �d�} dd � t �| �D �} | j j |�d�| j d�} | d u r�t j} | �rNt| t j��s&| j �| � | �| j� | j| j j||| | d|�d�|||d� S | j j||| | d|�d�|||d� S d S )a� Gets the specified work request's information. :param str work_request_id: (required) The `OCID`__ of the work request. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :return: A :class:`~oci.response.Response` object with data of type :class:`~oci.data_science.models.WorkRequest` :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/get_work_request.py.html>`__ to see an example of how to use get_work_request API. r} r~ r �get_work_requestzVhttps://docs.oracle.com/iaas/api/#/en/data-science/20190101/WorkRequest/GetWorkRequestr c s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 C r4 z6DataScienceClient.get_work_request.<locals>.<listcomp>z%get_work_request got unknown kwargs: c S s i | ]\}}|t ur||�qS r' r5 r7 r' r' r( r: L r4 z6DataScienceClient.get_work_request.<locals>.<dictcomp>Nr r; r< r= r/ r c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: W r4 r! rD Z WorkRequestr rF rO r� r' r2 r( r# sn ��$ �� � �z"DataScienceClient.get_work_requestc sr dg}d}d}d}d}g d�� � fdd�t �|�D �}|rHtd |����d|i} d d � t �| �D �} t �| �D ]<\} } | d u s�t| t j�rnt| �� �d krntd| � d���qndd|�dt �d�} dd � t �| �D �} | j j |�d�| j d�} | d u r�t j} | �rLt| t j��s&| j �| � | �| j� | j| j j||| | |�d�|||d� S | j j||| | |�d�|||d�S d S )a� Gets job artifact metadata. :param str job_id: (required) The `OCID`__ of the job. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :return: A :class:`~oci.response.Response` object with data of type None :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/head_job_artifact.py.html>`__ to see an example of how to use head_job_artifact API. r� r �HEAD�head_job_artifactzOhttps://docs.oracle.com/iaas/api/#/en/data-science/20190101/Job/HeadJobArtifactr c s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 � r4 z7DataScienceClient.head_job_artifact.<locals>.<listcomp>z&head_job_artifact got unknown kwargs: c S s i | ]\}}|t ur||�qS r' r5 r7 r' r' r( r: � r4 z7DataScienceClient.head_job_artifact.<locals>.<dictcomp>Nr r; r< r= r/ r c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: � r4 r! rD r rc rO r r' r2 r( r% { sj ��$ �� � �z#DataScienceClient.head_job_artifactc sr dg}d}d}d}d}g d�� � fdd�t �|�D �}|rHtd |����d|i} d d � t �| �D �} t �| �D ]<\} } | d u s�t| t j�rnt| �� �d krntd| � d���qndd|�dt �d�} dd � t �| �D �} | j j |�d�| j d�} | d u r�t j} | �rLt| t j��s&| j �| � | �| j� | j| j j||| | |�d�|||d� S | j j||| | |�d�|||d�S d S )a� Gets model artifact metadata for specified model. :param str model_id: (required) The `OCID`__ of the model. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :return: A :class:`~oci.response.Response` object with data of type None :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/head_model_artifact.py.html>`__ to see an example of how to use head_model_artifact API. r* r r$ �head_model_artifactzShttps://docs.oracle.com/iaas/api/#/en/data-science/20190101/Model/HeadModelArtifactr c s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 r4 z9DataScienceClient.head_model_artifact.<locals>.<listcomp>z(head_model_artifact got unknown kwargs: c S s i | ]\}}|t ur||�qS r' r5 r7 r' r' r( r: r4 z9DataScienceClient.head_model_artifact.<locals>.<dictcomp>Nr r; r< r= r/ r c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: r4 r! rD r rc rO r^ r' r2 r( r& � sj ��$ �� � �z%DataScienceClient.head_model_artifactc sv ddg}d}d}d}d}g d�� � fdd �t �|�D �} | rJtd | ����||d �} d d � t �| �D �} t �| �D ]<\} } | du s�t| t j�rrt| �� �dkrrtd| � d���qrdd|�dt �d�} dd � t �| �D �} | j j |�d�| j d�}|du r�t j}|�rPt|t j��s*| j �| � |�| j� |j| j j||| | |�d�|||d� S | j j||| | |�d�|||d�S dS )a3 Get the artifact metadata for a step in the pipeline. :param str pipeline_id: (required) The `OCID`__ of the pipeline. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param str step_name: (required) Unique Step identifier in a pipeline. :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :return: A :class:`~oci.response.Response` object with data of type None :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/head_step_artifact.py.html>`__ to see an example of how to use head_step_artifact API. r� r� r r$ �head_step_artifactzUhttps://docs.oracle.com/iaas/api/#/en/data-science/20190101/Pipeline/HeadStepArtifactr c s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 n r4 z8DataScienceClient.head_step_artifact.<locals>.<listcomp>z'head_step_artifact got unknown kwargs: r� c S s i | ]\}}|t ur||�qS r' r5 r7 r' r' r( r: x r4 z8DataScienceClient.head_step_artifact.<locals>.<dictcomp>Nr r; r< r= r/ r c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: � r4 r! rD r rc rO r" r' r2 r( r' ? sl #��$ �� � �z$DataScienceClient.head_step_artifactc sr dg}d}d}d}d}g d�� � fdd�t �|�D �} | rHtd | ����d|i} d d � t �| �D �} t �| �D ]<\} } | d u s�t| t j�rnt| �� �d krntd| � d���qndd|�dt �|�dt �d�} dd � t �| �D �} | j j |�d�| j d�}|�rJt|t j��s"| j �| � |�| j� |j| j j||| | ||�d�|||d� S | j j||| | ||�d�|||d� S d S )a: Import model artifact from service bucket :param str model_id: (required) The `OCID`__ of the model. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param oci.data_science.models.ImportModelArtifactDetails import_model_artifact_details: (required) Model artifact source details for importing. :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param str if_match: (optional) For optimistic concurrency control. In the PUT or DELETE call for a resource, set the `if-match` parameter to the value of the etag from a previous GET or POST response for that resource. The resource is updated or deleted only if the `etag` you provide matches the resource's current `etag` value. :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation will not retry by default, users can also use the convenient :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` provided by the SDK to enable retries for it. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :return: A :class:`~oci.response.Response` object with data of type None :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/import_model_artifact.py.html>`__ to see an example of how to use import_model_artifact API. r* z(/models/{modelId}/actions/importArtifactr+ �import_model_artifactzUhttps://docs.oracle.com/iaas/api/#/en/data-science/20190101/Model/ImportModelArtifactrm c s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 � r4 z;DataScienceClient.import_model_artifact.<locals>.<listcomp>z*import_model_artifact got unknown kwargs: c S s i | ]\}}|t ur||�qS r' r5 r7 r' r' r( r: � r4 z;DataScienceClient.import_model_artifact.<locals>.<dictcomp>Nr r; r< r= r/ r. rn c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: � r4 r! rD r r� rd )r% r_ Z import_model_artifact_detailsr& rN rG rH rL rM r` rI r8 r9 rJ r! r' r2 r( r( � sl *��$ �� � �z'DataScienceClient.import_model_artifactc s$ dg}d}d}d}d}g d�� � fdd�t �|�D �}|rHtd |����d |v rrg d �} |d | vrrtd | � ���d |v r�dg} |d | vr�td| � ���d|v r�ddg} |d | vr�td| � ���d|v r�dg} |d | vr�td| � ���||�dt�|�dt�|�d t�|�d t�|�dt�|�dt�|�dt�|�dt�d� } d d � t �| �D �} d d |�d t�d �}d!d � t �|�D �}| jj|�d"�| jd#�}|d$u �r�t j }|�r�t |t j ��s�| j� |� |�| j� |j| jj||| |d%|�d&�|||d'� S | jj||| |d%|�d&�|||d'� S d$S )(a( Lists all Data Science private endpoints in the specified compartment. The query must include compartmentId. The query can also include one other parameter. If the query doesn't include compartmentId, or includes compartmentId with two or more other parameters, then an error is returned. :param str compartment_id: (required) <b>Filter</b> results by the `OCID`__ of the compartment. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param int limit: (optional) For list pagination. The maximum number of results per page, or items to return in a paginated "List" call. 1 is the minimum, 100 is the maximum. See `List Pagination`__. Example: `50` __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/usingapi.htm#nine :param str page: (optional) For list pagination. The value of the `opc-next-page` response header from the previous "List" call. See `List Pagination`__. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/usingapi.htm#nine :param str lifecycle_state: (optional) The lifecycle state of the private endpoint. Allowed values are: "CREATING", "ACTIVE", "UPDATING", "DELETING", "DELETED", "FAILED", "NEEDS_ATTENTION" :param str sort_by: (optional) The field used to sort the results. Multiple fields aren't supported. Allowed values are: "timeCreated" :param str sort_order: (optional) Specifies sort order to use, either `ASC` (ascending) or `DESC` (descending). Allowed values are: "ASC", "DESC" :param str display_name: (optional) <b>Filter</b> results by its user-friendly name. :param str created_by: (optional) <b>Filter</b> results by the `OCID`__ of the user who created the resource. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param str data_science_resource_type: (optional) Resource types in the Data Science service such as notebooks. Allowed values are: "NOTEBOOK_SESSION" :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :return: A :class:`~oci.response.Response` object with data of type list of :class:`~oci.data_science.models.DataSciencePrivateEndpointSummary` :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/list_data_science_private_endpoints.py.html>`__ to see an example of how to use list_data_science_private_endpoints API. � compartmentIdr� r �#list_data_science_private_endpointszvhttps://docs.oracle.com/iaas/api/#/en/data-science/20190101/DataSciencePrivateEndpoint/ListDataSciencePrivateEndpoints) r r! r/ �limit�page�lifecycle_state�sort_by� sort_order� display_name� created_by�data_science_resource_typec s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 u r4 zIDataScienceClient.list_data_science_private_endpoints.<locals>.<listcomp>z8list_data_science_private_endpoints got unknown kwargs: r- )�CREATING�ACTIVE�UPDATING�DELETING�DELETED�FAILED�NEEDS_ATTENTION�4Invalid value for `lifecycle_state`, must be one of r. � timeCreated�,Invalid value for `sort_by`, must be one of r/ �ASC�DESC�/Invalid value for `sort_order`, must be one of r2 ZNOTEBOOK_SESSIONz?Invalid value for `data_science_resource_type`, must be one of r+ r, r0 r1 ) r) r+ r, �lifecycleState�sortBy� sortOrder� displayName� createdByZdataScienceResourceTypec S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: � r4 zIDataScienceClient.list_data_science_private_endpoints.<locals>.<dictcomp>r= r/ r c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: � r4 r! rD Nz'list[DataSciencePrivateEndpointSummary]r � rG rH rx rJ rK r rL rM rN �r rP rQ r# r6 rR r$ rW r! r rX rS rY rZ r[ r" r\ r] )r% �compartment_idr& rN rG rH rL rM r` � lifecycle_state_allowed_values�sort_by_allowed_values�sort_order_allowed_valuesZ)data_science_resource_type_allowed_valuesrx rJ r! r' r2 r( r* s� N � � � � � � �� � �z5DataScienceClient.list_data_science_private_endpointsc s@ dg}d}d}d}d}g d�� � fdd�t �|�D �}|rHtd |����||�d t�|�d t�d �} d d� t �| �D �} dd|�dt�d�} dd� t �| �D �} | jj|�d�| jd�} | du r�t j } | �rt | t j �s�| j� | � | �| j� | j| jj||| | d|�d�|||d� S | jj||| | d|�d�|||d� S dS )a� List fast launch capable job configs in the specified compartment. :param str compartment_id: (required) <b>Filter</b> results by the `OCID`__ of the compartment. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param int limit: (optional) For list pagination. The maximum number of results per page, or items to return in a paginated "List" call. 1 is the minimum, 100 is the maximum. See `List Pagination`__. Example: `50` __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/usingapi.htm#nine :param str page: (optional) For list pagination. The value of the `opc-next-page` response header from the previous "List" call. See `List Pagination`__. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/usingapi.htm#nine :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :return: A :class:`~oci.response.Response` object with data of type list of :class:`~oci.data_science.models.FastLaunchJobConfigSummary` :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/list_fast_launch_job_configs.py.html>`__ to see an example of how to use list_fast_launch_job_configs API. r) z/fastLaunchJobConfigsr � list_fast_launch_job_configszohttps://docs.oracle.com/iaas/api/#/en/data-science/20190101/FastLaunchJobConfigSummary/ListFastLaunchJobConfigs�r r! r/ r+ r, c s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 r4 zBDataScienceClient.list_fast_launch_job_configs.<locals>.<listcomp>z1list_fast_launch_job_configs got unknown kwargs: r+ r, �r) r+ r, c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: r4 zBDataScienceClient.list_fast_launch_job_configs.<locals>.<dictcomp>r= r/ r c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: r4 r! rD Nz list[FastLaunchJobConfigSummary]r rE rF � r% rG r& rN rG rH rL rM r` rx rJ r! r' r2 r( rK � sl 2� � �� � �z.DataScienceClient.list_fast_launch_job_configsc s dg}d}d}d}d}g d�� � fdd�t �|�D �}|rHtd |����d |v rrd d g} |d | vrrtd | � ���d|v r�ddg} |d | vr�td| � ���d|v r�g d�} |d | vr�td| � ���|�dt�|�dt�||�dt�|�dt�|�dt�|�dt�|�d t�|�dt�|�dt�d� } d d � t �| �D �} d d |�d t�d �} d!d � t �| �D �} | jj|�d"�| jd#�}|d$u �r�t j }|�r�t |t j ��s�| j� | � |�| j� |j| jj||| | d%|�d&�|||d'� S | jj||| | d%|�d&�|||d'� S d$S )(a List out job runs. :param str compartment_id: (required) <b>Filter</b> results by the `OCID`__ of the compartment. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param str id: (optional) <b>Filter</b> results by `OCID`__. Must be an OCID of the correct type for the resource type. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param str job_id: (optional) The `OCID`__ of the job. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param str created_by: (optional) <b>Filter</b> results by the `OCID`__ of the user who created the resource. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param str display_name: (optional) <b>Filter</b> results by its user-friendly name. :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param int limit: (optional) For list pagination. The maximum number of results per page, or items to return in a paginated "List" call. 1 is the minimum, 100 is the maximum. See `List Pagination`__. Example: `50` __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/usingapi.htm#nine :param str page: (optional) For list pagination. The value of the `opc-next-page` response header from the previous "List" call. See `List Pagination`__. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/usingapi.htm#nine :param str sort_order: (optional) Specifies sort order to use, either `ASC` (ascending) or `DESC` (descending). Allowed values are: "ASC", "DESC" :param str sort_by: (optional) Specifies the field to sort by. Accepts only one field. By default, when you sort by `timeCreated`, the results are shown in descending order. When you sort by `displayName`, the results are shown in ascending order. Sort order for the `displayName` field is case sensitive. Allowed values are: "timeCreated", "displayName" :param str lifecycle_state: (optional) <b>Filter</b> results by the specified lifecycle state. Must be a valid state for the resource type. Allowed values are: "ACCEPTED", "IN_PROGRESS", "FAILED", "SUCCEEDED", "CANCELING", "CANCELED", "DELETED", "NEEDS_ATTENTION" :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :return: A :class:`~oci.response.Response` object with data of type list of :class:`~oci.data_science.models.JobRunSummary` :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/list_job_runs.py.html>`__ to see an example of how to use list_job_runs API. r) r� r � list_job_runszUhttps://docs.oracle.com/iaas/api/#/en/data-science/20190101/JobRunSummary/ListJobRuns) r r! �idr� r1 r0 r/ r+ r, r/ r. r- c s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 � r4 z3DataScienceClient.list_job_runs.<locals>.<listcomp>z"list_job_runs got unknown kwargs: r/ r= r> r? r. r; rC r< r- )�ACCEPTED� IN_PROGRESSr8 � SUCCEEDED� CANCELING�CANCELEDr7 r9 r: rP r� r1 r0 r+ r, ) rP r� r) rD rC r+ r, rB rA r@ c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: � r4 z3DataScienceClient.list_job_runs.<locals>.<dictcomp>r= r/ r c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: � r4 r! rD Nzlist[JobRunSummary]r rE rF )r% rG r& rN rG rH rL rM r` rJ rI rH rx rJ r! r' r2 r( rO A s� W� � � � � �� � �z DataScienceClient.list_job_runsc s@ dg}d}d}d}d}g d�� � fdd�t �|�D �}|rHtd |����||�d t�|�d t�d �} d d� t �| �D �} dd|�dt�d�} dd� t �| �D �} | jj|�d�| jd�} | du r�t j } | �rt | t j �s�| j� | � | �| j� | j| jj||| | d|�d�|||d� S | jj||| | d|�d�|||d� S dS )a� List job shapes available in the specified compartment. :param str compartment_id: (required) <b>Filter</b> results by the `OCID`__ of the compartment. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param int limit: (optional) For list pagination. The maximum number of results per page, or items to return in a paginated "List" call. 1 is the minimum, 100 is the maximum. See `List Pagination`__. Example: `50` __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/usingapi.htm#nine :param str page: (optional) For list pagination. The value of the `opc-next-page` response header from the previous "List" call. See `List Pagination`__. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/usingapi.htm#nine :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :return: A :class:`~oci.response.Response` object with data of type list of :class:`~oci.data_science.models.JobShapeSummary` :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/list_job_shapes.py.html>`__ to see an example of how to use list_job_shapes API. r) z /jobShapesr �list_job_shapeszYhttps://docs.oracle.com/iaas/api/#/en/data-science/20190101/JobShapeSummary/ListJobShapesrL c s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 > r4 z5DataScienceClient.list_job_shapes.<locals>.<listcomp>z$list_job_shapes got unknown kwargs: r+ r, rM c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: H r4 z5DataScienceClient.list_job_shapes.<locals>.<dictcomp>r= r/ r c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: O r4 r! rD Nzlist[JobShapeSummary]r rE rF rN r' r2 r( rV � sl 2� � �� � �z!DataScienceClient.list_job_shapesc s dg}d}d}d}d}g d�� � fdd�t �|�D �}|rHtd |����d |v rrg d �} |d | vrrtd | � ���d |v r�ddg} |d | vr�td| � ���d|v r�ddg} |d | vr�td| � ���||�dt�|�dt�|�dt�|�d t�|�dt�|�dt�|�dt�|�d t�|�dt�d� } d d � t �| �D �} d d |�d t�d �} d!d � t �| �D �} | jj|�d"�| jd#�}|d$u �r�t j }|�r�t |t j ��s�| j� | � |�| j� |j| jj||| | d%|�d&�|||d'� S | jj||| | d%|�d&�|||d'� S d$S )(a List jobs in the specified compartment. :param str compartment_id: (required) <b>Filter</b> results by the `OCID`__ of the compartment. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param str project_id: (optional) <b>Filter</b> results by the `OCID`__ of the project. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param str id: (optional) <b>Filter</b> results by `OCID`__. Must be an OCID of the correct type for the resource type. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param str display_name: (optional) <b>Filter</b> results by its user-friendly name. :param str lifecycle_state: (optional) <b>Filter</b> results by the specified lifecycle state. Must be a valid state for the resource type. Allowed values are: "CREATING", "ACTIVE", "DELETING", "FAILED", "DELETED" :param str created_by: (optional) <b>Filter</b> results by the `OCID`__ of the user who created the resource. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param int limit: (optional) For list pagination. The maximum number of results per page, or items to return in a paginated "List" call. 1 is the minimum, 100 is the maximum. See `List Pagination`__. Example: `50` __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/usingapi.htm#nine :param str page: (optional) For list pagination. The value of the `opc-next-page` response header from the previous "List" call. See `List Pagination`__. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/usingapi.htm#nine :param str sort_order: (optional) Specifies sort order to use, either `ASC` (ascending) or `DESC` (descending). Allowed values are: "ASC", "DESC" :param str sort_by: (optional) Specifies the field to sort by. Accepts only one field. By default, when you sort by `timeCreated`, the results are shown in descending order. When you sort by `displayName`, the results are shown in ascending order. Sort order for the `displayName` field is case sensitive. Allowed values are: "timeCreated", "displayName" :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :return: A :class:`~oci.response.Response` object with data of type list of :class:`~oci.data_science.models.JobSummary` :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/list_jobs.py.html>`__ to see an example of how to use list_jobs API. r) r� r � list_jobszOhttps://docs.oracle.com/iaas/api/#/en/data-science/20190101/JobSummary/ListJobs� r r! r� rP r0 r- r1 r+ r, r/ r. r/ c s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 � r4 z/DataScienceClient.list_jobs.<locals>.<listcomp>z list_jobs got unknown kwargs: r- �r3 r4 r6 r8 r7 r: r/ r= r> r? r. r; rC r< r� rP r0 r1 r+ r, � r) r� rP rC r@ rD r+ r, rB rA c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: r4 z/DataScienceClient.list_jobs.<locals>.<dictcomp>r= r/ r c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: r4 r! rD Nzlist[JobSummary]r rE rF �r% rG r& rN rG rH rL rM r` rH rJ rI rx rJ r! r' r2 r( rW s s� W� � � � � �� � �zDataScienceClient.list_jobsc s@ dg}d}d}d}d}g d�� � fdd�t �|�D �}|rHtd |����||�d t�|�d t�d �} d d� t �| �D �} dd|�dt�d�} dd� t �| �D �} | jj|�d�| jd�} | du r�t j } | �rt | t j �s�| j� | � | �| j� | j| jj||| | d|�d�|||d� S | jj||| | d|�d�|||d� S dS )a� Lists the valid model deployment shapes. :param str compartment_id: (required) <b>Filter</b> results by the `OCID`__ of the compartment. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param int limit: (optional) For list pagination. The maximum number of results per page, or items to return in a paginated "List" call. 1 is the minimum, 100 is the maximum. See `List Pagination`__. Example: `50` __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/usingapi.htm#nine :param str page: (optional) For list pagination. The value of the `opc-next-page` response header from the previous "List" call. See `List Pagination`__. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/usingapi.htm#nine :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :return: A :class:`~oci.response.Response` object with data of type list of :class:`~oci.data_science.models.ModelDeploymentShapeSummary` :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/list_model_deployment_shapes.py.html>`__ to see an example of how to use list_model_deployment_shapes API. r) z/modelDeploymentShapesr � list_model_deployment_shapeszqhttps://docs.oracle.com/iaas/api/#/en/data-science/20190101/ModelDeploymentShapeSummary/ListModelDeploymentShapesrL c s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 p r4 zBDataScienceClient.list_model_deployment_shapes.<locals>.<listcomp>z1list_model_deployment_shapes got unknown kwargs: r+ r, rM c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: z r4 zBDataScienceClient.list_model_deployment_shapes.<locals>.<dictcomp>r= r/ r c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: � r4 r! rD Nz!list[ModelDeploymentShapeSummary]r rE rF rN r' r2 r( r\ 0 sl 2� � �� � �z.DataScienceClient.list_model_deployment_shapesc s dg}d}d}d}d}g d�� � fdd�t �|�D �}|rHtd |����d |v rrg d �} |d | vrrtd | � ���d |v r�ddg} |d | vr�td| � ���d|v r�ddg} |d | vr�td| � ���||�dt�|�dt�|�dt�|�d t�|�dt�|�dt�|�dt�|�d t�|�dt�d� } d d � t �| �D �} d d |�d t�d �} d!d � t �| �D �} | jj|�d"�| jd#�}|d$u �r�t j }|�r�t |t j ��s�| j� | � |�| j� |j| jj||| | d%|�d&�|||d'� S | jj||| | d%|�d&�|||d'� S d$S )(aN Lists all model deployments in the specified compartment. Only one parameter other than compartmentId may also be included in a query. The query must include compartmentId. If the query does not include compartmentId, or includes compartmentId but two or more other parameters an error is returned. :param str compartment_id: (required) <b>Filter</b> results by the `OCID`__ of the compartment. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param str id: (optional) <b>Filter</b> results by `OCID`__. Must be an OCID of the correct type for the resource type. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param str project_id: (optional) <b>Filter</b> results by the `OCID`__ of the project. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param str display_name: (optional) <b>Filter</b> results by its user-friendly name. :param str lifecycle_state: (optional) <b>Filter</b> results by the specified lifecycle state. Must be a valid state for the resource type. Allowed values are: "CREATING", "ACTIVE", "DELETING", "FAILED", "INACTIVE", "UPDATING", "DELETED", "NEEDS_ATTENTION" :param str created_by: (optional) <b>Filter</b> results by the `OCID`__ of the user who created the resource. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param int limit: (optional) For list pagination. The maximum number of results per page, or items to return in a paginated "List" call. 1 is the minimum, 100 is the maximum. See `List Pagination`__. Example: `50` __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/usingapi.htm#nine :param str page: (optional) For list pagination. The value of the `opc-next-page` response header from the previous "List" call. See `List Pagination`__. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/usingapi.htm#nine :param str sort_order: (optional) Specifies sort order to use, either `ASC` (ascending) or `DESC` (descending). Allowed values are: "ASC", "DESC" :param str sort_by: (optional) Specifies the field to sort by. Accepts only one field. By default, when you sort by `timeCreated`, results are shown in descending order. When you sort by `displayName`, results are shown in ascending order. Sort order for the `displayName` field is case sensitive. Allowed values are: "timeCreated", "displayName" :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :return: A :class:`~oci.response.Response` object with data of type list of :class:`~oci.data_science.models.ModelDeploymentSummary` :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/list_model_deployments.py.html>`__ to see an example of how to use list_model_deployments API. r) r� r �list_model_deploymentszghttps://docs.oracle.com/iaas/api/#/en/data-science/20190101/ModelDeploymentSummary/ListModelDeployments� r r! rP r� r0 r- r1 r+ r, r/ r. r/ c s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 r4 z<DataScienceClient.list_model_deployments.<locals>.<listcomp>z+list_model_deployments got unknown kwargs: r- )r3 r4 r6 r8 �INACTIVEr5 r7 r9 r: r/ r= r> r? r. r; rC r< rP r� r0 r1 r+ r, � r) rP r� rC r@ rD r+ r, rB rA c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: 7 r4 z<DataScienceClient.list_model_deployments.<locals>.<dictcomp>r= r/ r c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: > r4 r! rD Nz list[ModelDeploymentSummary]r rE rF r[ r' r2 r( r] � s� W� � � � � �� � �z(DataScienceClient.list_model_deploymentsc s dg}d}d}d}d}g d�� � fdd�t �|�D �}|rHtd |����d |v rrg d �} |d | vrrtd | � ���d |v r�ddg} |d | vr�td| � ���d|v r�g d�} |d | vr�td| � ���||�dt�|�dt�|�dt�|�d t�|�dt�|�dt�|�dt�|�d t�|�dt�d� } dd � t �| �D �} d d |�d t�d �} d d � t �| �D �} | jj|�d!�| jd"�}|d#u �r�t j }|�r�t |t j ��s�| j� | � |�| j� |j| jj||| | d$|�d%�|||d&� S | jj||| | d$|�d%�|||d&� S d#S )'a� Lists model version sets in the specified compartment. :param str compartment_id: (required) <b>Filter</b> results by the `OCID`__ of the compartment. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param str id: (optional) <b>Filter</b> results by `OCID`__. Must be an OCID of the correct type for the resource type. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param str project_id: (optional) <b>Filter</b> results by the `OCID`__ of the project. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param str name: (optional) A filter to return only resources that match the entire name given. :param str lifecycle_state: (optional) <b>Filter</b> results by the specified lifecycle state. Must be a valid state for the resource type. Allowed values are: "ACTIVE", "DELETING", "DELETED", "FAILED" :param str created_by: (optional) <b>Filter</b> results by the `OCID`__ of the user who created the resource. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param int limit: (optional) For list pagination. The maximum number of results per page, or items to return in a paginated "List" call. 1 is the minimum, 100 is the maximum. See `List Pagination`__. Example: `50` __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/usingapi.htm#nine :param str page: (optional) For list pagination. The value of the `opc-next-page` response header from the previous "List" call. See `List Pagination`__. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/usingapi.htm#nine :param str sort_order: (optional) Specifies sort order to use, either `ASC` (ascending) or `DESC` (descending). Allowed values are: "ASC", "DESC" :param str sort_by: (optional) Specifies the field to sort by. Accepts only one field. By default, when you sort by `timeCreated`, the results are shown in descending order. Allowed values are: "timeCreated", "name", "lifecycleState" :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :return: A :class:`~oci.response.Response` object with data of type list of :class:`~oci.data_science.models.ModelVersionSetSummary` :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/list_model_version_sets.py.html>`__ to see an example of how to use list_model_version_sets API. r) r� r �list_model_version_setszghttps://docs.oracle.com/iaas/api/#/en/data-science/20190101/ModelVersionSetSummary/ListModelVersionSets) r r! rP r� r� r- r1 r+ r, r/ r. r/ c s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 � r4 z=DataScienceClient.list_model_version_sets.<locals>.<listcomp>z,list_model_version_sets got unknown kwargs: r- )r4 r6 r7 r8 r: r/ r= r> r? r. )r; r� r@ r< rP r� r� r1 r+ r, ) r) rP r� r� r@ rD r+ r, rB rA c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: � r4 z=DataScienceClient.list_model_version_sets.<locals>.<dictcomp>r= r/ r c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: � r4 r! rD Nz list[ModelVersionSetSummary]r rE rF r[ r' r2 r( ra b s� U� � � � � �� � �z)DataScienceClient.list_model_version_setsc s dg}d}d}d}d}g d�� � fdd�t �|�D �}|rHtd |����d |v rrg d �} |d | vrrtd | � ���d |v r�ddg} |d | vr�td| � ���d|v r�g d�} |d | vr�td| � ���||�dt�|�dt�|�dt�|�dt�|�dt�|�d t�|�dt�|�dt�|�dt�|�d t�|�dt�d � } d d � t �| �D �} d d |�d t�d!�} d"d � t �| �D �} | jj|�d#�| jd$�}|d%u �r�t j }|�r�t |t j ��s�| j� | � |�| j� |j| jj||| | d&|�d'�|||d(� S | jj||| | d&|�d'�|||d(� S d%S ))a� Lists models in the specified compartment. :param str compartment_id: (required) <b>Filter</b> results by the `OCID`__ of the compartment. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param str model_version_set_name: (optional) <b>Filter</b> results by the name of the model version set. :param str version_label: (optional) <b>Filter</b> results by version label. :param str id: (optional) <b>Filter</b> results by `OCID`__. Must be an OCID of the correct type for the resource type. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param str project_id: (optional) <b>Filter</b> results by the `OCID`__ of the project. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param str display_name: (optional) <b>Filter</b> results by its user-friendly name. :param str lifecycle_state: (optional) <b>Filter</b> results by the specified lifecycle state. Must be a valid state for the resource type. Allowed values are: "ACTIVE", "DELETED", "FAILED", "INACTIVE" :param str created_by: (optional) <b>Filter</b> results by the `OCID`__ of the user who created the resource. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param int limit: (optional) For list pagination. The maximum number of results per page, or items to return in a paginated "List" call. 1 is the minimum, 100 is the maximum. See `List Pagination`__. Example: `50` __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/usingapi.htm#nine :param str page: (optional) For list pagination. The value of the `opc-next-page` response header from the previous "List" call. See `List Pagination`__. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/usingapi.htm#nine :param str sort_order: (optional) Specifies sort order to use, either `ASC` (ascending) or `DESC` (descending). Allowed values are: "ASC", "DESC" :param str sort_by: (optional) Specifies the field to sort by. Accepts only one field. By default, when you sort by `timeCreated`, the results are shown in descending order. All other fields default to ascending order. Sort order for the `displayName` field is case sensitive. Allowed values are: "timeCreated", "displayName", "lifecycleState" :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :return: A :class:`~oci.response.Response` object with data of type list of :class:`~oci.data_science.models.ModelSummary` :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/list_models.py.html>`__ to see an example of how to use list_models API. r) r� r � list_modelszShttps://docs.oracle.com/iaas/api/#/en/data-science/20190101/ModelSummary/ListModels)r r! �model_version_set_name� version_labelrP r� r0 r- r1 r+ r, r/ r. r/ c s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 � r4 z1DataScienceClient.list_models.<locals>.<listcomp>z list_models got unknown kwargs: r- )r4 r7 r8 r_ r: r/ r= r> r? r. )r; rC r@ r< rc rd rP r� r0 r1 r+ r, ) r) ZmodelVersionSetNameZ versionLabelrP r� rC r@ rD r+ r, rB rA c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: � r4 z1DataScienceClient.list_models.<locals>.<dictcomp>r= r/ r c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: � r4 r! rD Nzlist[ModelSummary]r rE rF r[ r' r2 r( rb s� \� � � � � �� � �z DataScienceClient.list_modelsc s@ dg}d}d}d}d}g d�� � fdd�t �|�D �}|rHtd |����||�d t�|�d t�d �} d d� t �| �D �} dd|�dt�d�} dd� t �| �D �} | jj|�d�| jd�} | du r�t j } | �rt | t j �s�| j� | � | �| j� | j| jj||| | d|�d�|||d� S | jj||| | d|�d�|||d� S dS )a� Lists the valid notebook session shapes. :param str compartment_id: (required) <b>Filter</b> results by the `OCID`__ of the compartment. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param int limit: (optional) For list pagination. The maximum number of results per page, or items to return in a paginated "List" call. 1 is the minimum, 100 is the maximum. See `List Pagination`__. Example: `50` __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/usingapi.htm#nine :param str page: (optional) For list pagination. The value of the `opc-next-page` response header from the previous "List" call. See `List Pagination`__. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/usingapi.htm#nine :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :return: A :class:`~oci.response.Response` object with data of type list of :class:`~oci.data_science.models.NotebookSessionShapeSummary` :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/list_notebook_session_shapes.py.html>`__ to see an example of how to use list_notebook_session_shapes API. r) z/notebookSessionShapesr � list_notebook_session_shapeszqhttps://docs.oracle.com/iaas/api/#/en/data-science/20190101/NotebookSessionShapeSummary/ListNotebookSessionShapesrL c s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 #! r4 zBDataScienceClient.list_notebook_session_shapes.<locals>.<listcomp>z1list_notebook_session_shapes got unknown kwargs: r+ r, rM c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: -! r4 zBDataScienceClient.list_notebook_session_shapes.<locals>.<dictcomp>r= r/ r c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: 4! r4 r! rD Nz!list[NotebookSessionShapeSummary]r rE rF rN r' r2 r( re � sl 2� � �� � �z.DataScienceClient.list_notebook_session_shapesc s dg}d}d}d}d}g d�� � fdd�t �|�D �}|rHtd |����d |v rrg d �} |d | vrrtd | � ���d |v r�ddg} |d | vr�td| � ���d|v r�ddg} |d | vr�td| � ���||�dt�|�dt�|�dt�|�d t�|�dt�|�dt�|�dt�|�d t�|�dt�d� } d d � t �| �D �} d d |�d t�d �} d!d � t �| �D �} | jj|�d"�| jd#�}|d$u �r�t j }|�r�t |t j ��s�| j� | � |�| j� |j| jj||| | d%|�d&�|||d'� S | jj||| | d%|�d&�|||d'� S d$S )(aN Lists the notebook sessions in the specified compartment. :param str compartment_id: (required) <b>Filter</b> results by the `OCID`__ of the compartment. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param str id: (optional) <b>Filter</b> results by `OCID`__. Must be an OCID of the correct type for the resource type. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param str project_id: (optional) <b>Filter</b> results by the `OCID`__ of the project. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param str display_name: (optional) <b>Filter</b> results by its user-friendly name. :param str lifecycle_state: (optional) <b>Filter</b> results by the specified lifecycle state. Must be a valid state for the resource type. Allowed values are: "CREATING", "ACTIVE", "DELETING", "DELETED", "FAILED", "INACTIVE", "UPDATING" :param str created_by: (optional) <b>Filter</b> results by the `OCID`__ of the user who created the resource. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param int limit: (optional) For list pagination. The maximum number of results per page, or items to return in a paginated "List" call. 1 is the minimum, 100 is the maximum. See `List Pagination`__. Example: `50` __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/usingapi.htm#nine :param str page: (optional) For list pagination. The value of the `opc-next-page` response header from the previous "List" call. See `List Pagination`__. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/usingapi.htm#nine :param str sort_order: (optional) Specifies sort order to use, either `ASC` (ascending) or `DESC` (descending). Allowed values are: "ASC", "DESC" :param str sort_by: (optional) Specifies the field to sort by. Accepts only one field. By default, when you sort by `timeCreated`, the results are shown in descending order. When you sort by `displayName`, results are shown in ascending order. Sort order for the `displayName` field is case sensitive. Allowed values are: "timeCreated", "displayName" :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :return: A :class:`~oci.response.Response` object with data of type list of :class:`~oci.data_science.models.NotebookSessionSummary` :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/list_notebook_sessions.py.html>`__ to see an example of how to use list_notebook_sessions API. r) r� r �list_notebook_sessionszghttps://docs.oracle.com/iaas/api/#/en/data-science/20190101/NotebookSessionSummary/ListNotebookSessionsr^ c s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 �! r4 z<DataScienceClient.list_notebook_sessions.<locals>.<listcomp>z+list_notebook_sessions got unknown kwargs: r- )r3 r4 r6 r7 r8 r_ r5 r: r/ r= r> r? r. r; rC r< rP r� r0 r1 r+ r, r` c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: �! r4 z<DataScienceClient.list_notebook_sessions.<locals>.<dictcomp>r= r/ r c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: �! r4 r! rD Nz list[NotebookSessionSummary]r rE rF r[ r' r2 r( rf X! s� W� � � � � �� � �z(DataScienceClient.list_notebook_sessionsc s dg}d}d}d}d}g d�� � fdd�t �|�D �}|rHtd |����d |v rrg d �} |d | vrrtd | � ���d |v r�ddg} |d | vr�td| � ���d|v r�ddg} |d | vr�td| � ���|�dt�|�dt�||�dt�|�d t�|�dt�|�dt�|�dt�|�d t�|�dt�d� } d d � t �| �D �} d d |�d t�d �} d!d � t �| �D �} | jj|�d"�| jd#�}|d$u �r�t j }|�r�t |t j ��s�| j� | � |�| j� |j| jj||| | d%|�d&�|||d'� S | jj||| | d%|�d&�|||d'� S d$S )(a� Returns a list of PipelineRuns. :param str compartment_id: (required) <b>Filter</b> results by the `OCID`__ of the compartment. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param str id: (optional) <b>Filter</b> results by `OCID`__. Must be an OCID of the correct type for the resource type. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param str pipeline_id: (optional) The `OCID`__ of the pipeline. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param str display_name: (optional) <b>Filter</b> results by its user-friendly name. :param str lifecycle_state: (optional) The current state of the PipelineRun. Allowed values are: "ACCEPTED", "IN_PROGRESS", "FAILED", "SUCCEEDED", "CANCELING", "CANCELED", "DELETING", "DELETED" :param str created_by: (optional) <b>Filter</b> results by the `OCID`__ of the user who created the resource. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param int limit: (optional) For list pagination. The maximum number of results per page, or items to return in a paginated "List" call. 1 is the minimum, 100 is the maximum. See `List Pagination`__. Example: `50` __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/usingapi.htm#nine :param str page: (optional) For list pagination. The value of the `opc-next-page` response header from the previous "List" call. See `List Pagination`__. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/usingapi.htm#nine :param str sort_order: (optional) Specifies sort order to use, either `ASC` (ascending) or `DESC` (descending). Allowed values are: "ASC", "DESC" :param str sort_by: (optional) Specifies the field to sort by. Accepts only one field. By default, when you sort by `timeAccepted`, the results are shown in descending order. When you sort by `displayName`, the results are shown in ascending order. Sort order for the `displayName` field is case sensitive. Allowed values are: "timeAccepted", "displayName" :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :return: A :class:`~oci.response.Response` object with data of type list of :class:`~oci.data_science.models.PipelineRunSummary` :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/list_pipeline_runs.py.html>`__ to see an example of how to use list_pipeline_runs API. r) r� r �list_pipeline_runszXhttps://docs.oracle.com/iaas/api/#/en/data-science/20190101/PipelineRun/ListPipelineRuns) r r! rP r� r0 r- r1 r+ r, r/ r. r/ c s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 �" r4 z8DataScienceClient.list_pipeline_runs.<locals>.<listcomp>z'list_pipeline_runs got unknown kwargs: r- )rQ rR r8 rS rT rU r6 r7 r: r/ r= r> r? r. � timeAcceptedrC r< rP r� r0 r1 r+ r, ) rP r� r) rC r@ rD r+ r, rB rA c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: �" r4 z8DataScienceClient.list_pipeline_runs.<locals>.<dictcomp>r= r/ r c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: �" r4 r! rD Nzlist[PipelineRunSummary]r rE rF r[ r' r2 r( rg " s� V� � � � � �� � �z$DataScienceClient.list_pipeline_runsc s dg}d}d}d}d}g d�� � fdd�t �|�D �}|rHtd |����d |v rrg d �} |d | vrrtd | � ���d |v r�ddg} |d | vr�td| � ���d|v r�ddg} |d | vr�td| � ���||�dt�|�dt�|�dt�|�d t�|�dt�|�dt�|�dt�|�d t�|�dt�d� } d d � t �| �D �} d d |�d t�d �} d!d � t �| �D �} | jj|�d"�| jd#�}|d$u �r�t j }|�r�t |t j ��s�| j� | � |�| j� |j| jj||| | d%|�d&�|||d'� S | jj||| | d%|�d&�|||d'� S d$S )(a� Returns a list of Pipelines. :param str compartment_id: (required) <b>Filter</b> results by the `OCID`__ of the compartment. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param str project_id: (optional) <b>Filter</b> results by the `OCID`__ of the project. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param str id: (optional) <b>Filter</b> results by `OCID`__. Must be an OCID of the correct type for the resource type. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param str display_name: (optional) <b>Filter</b> results by its user-friendly name. :param str lifecycle_state: (optional) The current state of the Pipeline. Allowed values are: "CREATING", "ACTIVE", "DELETING", "FAILED", "DELETED" :param str created_by: (optional) <b>Filter</b> results by the `OCID`__ of the user who created the resource. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param int limit: (optional) For list pagination. The maximum number of results per page, or items to return in a paginated "List" call. 1 is the minimum, 100 is the maximum. See `List Pagination`__. Example: `50` __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/usingapi.htm#nine :param str page: (optional) For list pagination. The value of the `opc-next-page` response header from the previous "List" call. See `List Pagination`__. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/usingapi.htm#nine :param str sort_order: (optional) Specifies sort order to use, either `ASC` (ascending) or `DESC` (descending). Allowed values are: "ASC", "DESC" :param str sort_by: (optional) Specifies the field to sort by. Accepts only one field. By default, when you sort by `timeCreated`, the results are shown in descending order. When you sort by `displayName`, the results are shown in ascending order. Sort order for the `displayName` field is case sensitive. Allowed values are: "timeCreated", "displayName" :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :return: A :class:`~oci.response.Response` object with data of type list of :class:`~oci.data_science.models.PipelineSummary` :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/list_pipelines.py.html>`__ to see an example of how to use list_pipelines API. r) r� r �list_pipelineszRhttps://docs.oracle.com/iaas/api/#/en/data-science/20190101/Pipeline/ListPipelinesrX c s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 <# r4 z4DataScienceClient.list_pipelines.<locals>.<listcomp>z#list_pipelines got unknown kwargs: r- rY r: r/ r= r> r? r. r; rC r< r� rP r0 r1 r+ r, rZ c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: b# r4 z4DataScienceClient.list_pipelines.<locals>.<dictcomp>r= r/ r c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: i# r4 r! rD Nzlist[PipelineSummary]r rE rF r[ r' r2 r( ri �" s� V� � � � � �� � �z DataScienceClient.list_pipelinesc s� dg}d}d}d}d}g d�� � fdd�t �|�D �}|rHtd |����d |v rrg d �} |d | vrrtd | � ���d |v r�ddg} |d | vr�td| � ���d|v r�ddg} |d | vr�td| � ���||�dt�|�dt�|�d t�|�dt�|�dt�|�dt�|�d t�|�dt�d� } dd � t �| �D �} d d |�d t�d �} d d � t �| �D �} | jj|�d!�| jd"�}|d#u �r�t j }|�r�t |t j ��s�| j� | � |�| j� |j| jj||| | d$|�d%�|||d&� S | jj||| | d$|�d%�|||d&� S d#S )'a4 Lists projects in the specified compartment. :param str compartment_id: (required) <b>Filter</b> results by the `OCID`__ of the compartment. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param str id: (optional) <b>Filter</b> results by `OCID`__. Must be an OCID of the correct type for the resource type. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param str display_name: (optional) <b>Filter</b> results by its user-friendly name. :param str lifecycle_state: (optional) <b>Filter</b> results by the specified lifecycle state. Must be a valid state for the resource type. Allowed values are: "ACTIVE", "DELETING", "DELETED" :param str created_by: (optional) <b>Filter</b> results by the `OCID`__ of the user who created the resource. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param int limit: (optional) For list pagination. The maximum number of results per page, or items to return in a paginated "List" call. 1 is the minimum, 100 is the maximum. See `List Pagination`__. Example: `50` __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/usingapi.htm#nine :param str page: (optional) For list pagination. The value of the `opc-next-page` response header from the previous "List" call. See `List Pagination`__. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/usingapi.htm#nine :param str sort_order: (optional) Specifies sort order to use, either `ASC` (ascending) or `DESC` (descending). Allowed values are: "ASC", "DESC" :param str sort_by: (optional) Specifies the field to sort by. Accepts only one field. By default, when you sort by `timeCreated`, the results are shown in descending order. When you sort by `displayName`, the results are shown in ascending order. Sort order for the `displayName` field is case sensitive. Allowed values are: "timeCreated", "displayName" :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :return: A :class:`~oci.response.Response` object with data of type list of :class:`~oci.data_science.models.ProjectSummary` :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/list_projects.py.html>`__ to see an example of how to use list_projects API. r) r� r � list_projectszWhttps://docs.oracle.com/iaas/api/#/en/data-science/20190101/ProjectSummary/ListProjects) r r! rP r0 r- r1 r+ r, r/ r. r/ c s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 �# r4 z3DataScienceClient.list_projects.<locals>.<listcomp>z"list_projects got unknown kwargs: r- )r4 r6 r7 r: r/ r= r> r? r. r; rC r< rP r0 r1 r+ r, ) r) rP rC r@ rD r+ r, rB rA c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: $ r4 z3DataScienceClient.list_projects.<locals>.<dictcomp>r= r/ r c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: $ r4 r! rD Nzlist[ProjectSummary]r rE rF r[ r' r2 r( rj �# s� R � � � � � �� � �z DataScienceClient.list_projectsc s� dg}d}d}d}d}g d�� � fdd�t �|�D �}|rHtd |����d|i} d d � t �| �D �} t �| �D ]<\} } | d u s�t| t j�rnt| �� �d krntd| � d���qn|�dt �|�dt �d�} dd � t �| �D �} dd|�dt �d�} dd � t �| �D �} | j j |�d�| j d�}|d u �r*t j}|�r�t|t j��sV| j �| � |�| j� |j| j j||| | | d|�d�|||d � S | j j||| | | d|�d�|||d � S d S ) a� Lists work request errors for the specified work request. :param str work_request_id: (required) The `OCID`__ of the work request. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param int limit: (optional) For list pagination. The maximum number of results per page, or items to return in a paginated "List" call. 1 is the minimum, 100 is the maximum. See `List Pagination`__. Example: `50` __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/usingapi.htm#nine :param str page: (optional) For list pagination. The value of the `opc-next-page` response header from the previous "List" call. See `List Pagination`__. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/usingapi.htm#nine :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :return: A :class:`~oci.response.Response` object with data of type list of :class:`~oci.data_science.models.WorkRequestError` :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/list_work_request_errors.py.html>`__ to see an example of how to use list_work_request_errors API. r} z$/workRequests/{workRequestId}/errorsr �list_work_request_errorsz]https://docs.oracle.com/iaas/api/#/en/data-science/20190101/WorkRequest/ListWorkRequestErrorsrL c s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 �$ r4 z>DataScienceClient.list_work_request_errors.<locals>.<listcomp>z-list_work_request_errors got unknown kwargs: c S s i | ]\}}|t ur||�qS r' r5 r7 r' r' r( r: �$ r4 z>DataScienceClient.list_work_request_errors.<locals>.<dictcomp>Nr r; r< r+ r, �r+ r, c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: �$ r4 r= r/ r c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: �$ r4 r! rD zlist[WorkRequestError]r � rG rH rI rx rJ rK r rL rM rN rO �r% r� r& rN rG rH rL rM r` rI r8 r9 rx rJ r! r' r2 r( rk C$ sz 2��$ � �� � �z*DataScienceClient.list_work_request_errorsc s� dg}d}d}d}d}g d�� � fdd�t �|�D �}|rHtd |����d|i} d d � t �| �D �} t �| �D ]<\} } | d u s�t| t j�rnt| �� �d krntd| � d���qn|�dt �|�dt �d�} dd � t �| �D �} dd|�dt �d�} dd � t �| �D �} | j j |�d�| j d�}|d u �r*t j}|�r�t|t j��sV| j �| � |�| j� |j| j j||| | | d|�d�|||d � S | j j||| | | d|�d�|||d � S d S ) a� Lists work request logs for the specified work request. :param str work_request_id: (required) The `OCID`__ of the work request. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param int limit: (optional) For list pagination. The maximum number of results per page, or items to return in a paginated "List" call. 1 is the minimum, 100 is the maximum. See `List Pagination`__. Example: `50` __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/usingapi.htm#nine :param str page: (optional) For list pagination. The value of the `opc-next-page` response header from the previous "List" call. See `List Pagination`__. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/usingapi.htm#nine :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :return: A :class:`~oci.response.Response` object with data of type list of :class:`~oci.data_science.models.WorkRequestLogEntry` :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/list_work_request_logs.py.html>`__ to see an example of how to use list_work_request_logs API. r} z"/workRequests/{workRequestId}/logsr �list_work_request_logsz[https://docs.oracle.com/iaas/api/#/en/data-science/20190101/WorkRequest/ListWorkRequestLogsrL c s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 % r4 z<DataScienceClient.list_work_request_logs.<locals>.<listcomp>z+list_work_request_logs got unknown kwargs: c S s i | ]\}}|t ur||�qS r' r5 r7 r' r' r( r: % r4 z<DataScienceClient.list_work_request_logs.<locals>.<dictcomp>Nr r; r< r+ r, rl c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: % r4 r= r/ r c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: % r4 r! rD zlist[WorkRequestLogEntry]r rm rO rn r' r2 r( ro �$ sz 2��$ � �� � �z(DataScienceClient.list_work_request_logsc s dg}d}d}d}d}g d�� � fdd�t �|�D �}|rHtd |����d |v rrg d �} |d | vrrtd | � ���d |v r�g d�} |d | vr�td| � ���d|v r�ddg} |d | vr�td| � ���d|v r�g d�} |d | vr�td| � ���||�dt�|�d t�|�d t�|�dt�|�dt�|�dt�|�dt�d�} dd � t �| �D �} d d |�d t�d �}d d � t �|�D �}| jj|�d!�| jd"�}|d#u �r�t j }|�r�t |t j ��s�| j� |� |�| j� |j| jj||| |d$|�d%�|||d&� S | jj||| |d$|�d%�|||d&� S d#S )'ar Lists work requests in the specified compartment. :param str compartment_id: (required) <b>Filter</b> results by the `OCID`__ of the compartment. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param str id: (optional) <b>Filter</b> results by `OCID`__. Must be an OCID of the correct type for the resource type. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param str operation_type: (optional) <b>Filter</b> 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", "MODELVERSIONSET_DELETE", "EXPORT_MODEL_ARTIFACT", "IMPORT_MODEL_ARTIFACT", "MODEL_DEPLOYMENT_CREATE", "MODEL_DEPLOYMENT_DELETE", "MODEL_DEPLOYMENT_ACTIVATE", "MODEL_DEPLOYMENT_DEACTIVATE", "MODEL_DEPLOYMENT_UPDATE", "PROJECT_DELETE", "WORKREQUEST_CANCEL", "JOB_DELETE", "PIPELINE_CREATE", "PIPELINE_DELETE", "PIPELINE_RUN_CREATE", "PIPELINE_RUN_CANCEL", "PIPELINE_RUN_DELETE", "PRIVATE_ENDPOINT_CREATE", "PRIVATE_ENDPOINT_DELETE", "PRIVATE_ENDPOINT_MOVE", "PRIVATE_ENDPOINT_UPDATE" :param str status: (optional) <b>Filter</b> results by work request status. Allowed values are: "ACCEPTED", "IN_PROGRESS", "FAILED", "SUCCEEDED", "CANCELING", "CANCELED" :param int limit: (optional) For list pagination. The maximum number of results per page, or items to return in a paginated "List" call. 1 is the minimum, 100 is the maximum. See `List Pagination`__. Example: `50` __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/usingapi.htm#nine :param str page: (optional) For list pagination. The value of the `opc-next-page` response header from the previous "List" call. See `List Pagination`__. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/usingapi.htm#nine :param str sort_order: (optional) Specifies sort order to use, either `ASC` (ascending) or `DESC` (descending). Allowed values are: "ASC", "DESC" :param str sort_by: (optional) Specifies the field to sort by. Accepts only one field. By default, when you sort by time fields, the results are shown in descending order. All other fields default to ascending order. Allowed values are: "operationType", "status", "timeAccepted" :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :return: A :class:`~oci.response.Response` object with data of type list of :class:`~oci.data_science.models.WorkRequestSummary` :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/list_work_requests.py.html>`__ to see an example of how to use list_work_requests API. r) z /workRequestsr �list_work_requestsz_https://docs.oracle.com/iaas/api/#/en/data-science/20190101/WorkRequestSummary/ListWorkRequests) r r! rP �operation_type�statusr+ r, r/ r. r/ c s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 �% r4 z8DataScienceClient.list_work_requests.<locals>.<listcomp>z'list_work_requests got unknown kwargs: rq )ZNOTEBOOK_SESSION_CREATEZNOTEBOOK_SESSION_DELETEZNOTEBOOK_SESSION_ACTIVATEZNOTEBOOK_SESSION_DEACTIVATEZMODELVERSIONSET_DELETEZEXPORT_MODEL_ARTIFACTZIMPORT_MODEL_ARTIFACTZMODEL_DEPLOYMENT_CREATEZMODEL_DEPLOYMENT_DELETEZMODEL_DEPLOYMENT_ACTIVATEZMODEL_DEPLOYMENT_DEACTIVATEZMODEL_DEPLOYMENT_UPDATEZPROJECT_DELETEZWORKREQUEST_CANCELZ JOB_DELETEZPIPELINE_CREATEZPIPELINE_DELETEZPIPELINE_RUN_CREATEZPIPELINE_RUN_CANCELZPIPELINE_RUN_DELETEZPRIVATE_ENDPOINT_CREATEZPRIVATE_ENDPOINT_DELETEZPRIVATE_ENDPOINT_MOVEZPRIVATE_ENDPOINT_UPDATEz3Invalid value for `operation_type`, must be one of rr )rQ rR r8 rS rT rU z+Invalid value for `status`, must be one of r/ r= r> r? r. )� operationTyperr rh r< rP r+ r, )r) rP rs rr r+ r, rB rA c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: �% r4 z8DataScienceClient.list_work_requests.<locals>.<dictcomp>r= r/ r c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: �% r4 r! rD Nzlist[WorkRequestSummary]r rE rF )r% rG r& rN rG rH rL rM r` Z operation_type_allowed_valuesZstatus_allowed_valuesrJ rI rx rJ r! r' r2 r( rp C% s� K � � � � � � �� � �z$DataScienceClient.list_work_requestsc sv dg}d}d}d}d}g d�� � fdd�t �|�D �} | rHtd | ����d|i} d d � t �| �D �} t �| �D ]<\} } | d u s�t| t j�rnt| �� �d krntd| � d���qndd|�dt �|�dt �d�} dd � t �| �D �} | j j |�d�| j d�}|�rLt|t j��s"| j �| � |�| j� |j| j j||| | |d|�d�|||d� S | j j||| | |d|�d�|||d� S d S )a@ Updates a private endpoint using a `privateEndpointId`. If changes to a private endpoint match a previously defined private endpoint, then a 409 status code is returned. This indicates that a conflict has been detected. :param str data_science_private_endpoint_id: (required) The unique ID for a Data Science private endpoint. :param oci.data_science.models.UpdateDataSciencePrivateEndpointDetails update_data_science_private_endpoint_details: (required) Details for updating a private endpoint. :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param str if_match: (optional) For optimistic concurrency control. In the PUT or DELETE call for a resource, set the `if-match` parameter to the value of the etag from a previous GET or POST response for that resource. The resource is updated or deleted only if the `etag` you provide matches the resource's current `etag` value. :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation will not retry by default, users can also use the convenient :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` provided by the SDK to enable retries for it. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :return: A :class:`~oci.response.Response` object with data of type :class:`~oci.data_science.models.DataSciencePrivateEndpoint` :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/update_data_science_private_endpoint.py.html>`__ to see an example of how to use update_data_science_private_endpoint API. r� r� �PUT�$update_data_science_private_endpointzwhttps://docs.oracle.com/iaas/api/#/en/data-science/20190101/DataSciencePrivateEndpoint/UpdateDataSciencePrivateEndpointrm c s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 .& r4 zJDataScienceClient.update_data_science_private_endpoint.<locals>.<listcomp>z9update_data_science_private_endpoint got unknown kwargs: c S s i | ]\}}|t ur||�qS r' r5 r7 r' r' r( r: 7& r4 zJDataScienceClient.update_data_science_private_endpoint.<locals>.<dictcomp>Nr r; r< r= r/ r. rn c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: C& r4 r! rD r� r r� rd )r% r� Z,update_data_science_private_endpoint_detailsr& rN rG rH rL rM r` rI r8 r9 rJ r! r' r2 r( ru �% sp *��$ �� � �z6DataScienceClient.update_data_science_private_endpointc s� dg}d}d}d}d}g d�� � fdd�t �|�D �} | rHtd | ����d|i} d d � t �| �D �} t �| �D ]<\} } | d u s�t| t j�rnt| �� �d krntd| � d���qndd|�dt �|�dt �d�} dd � t �| �D �} | j j |�d�| j d�}|d u �rt j}|�r\t|t j��s2| j �| � |�| j� |j| j j||| | |d|�d�|||d� S | j j||| | |d|�d�|||d� S d S )a� Updates a job. :param str job_id: (required) The `OCID`__ of the job. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param oci.data_science.models.UpdateJobDetails update_job_details: (required) Details for updating a job. :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param str if_match: (optional) For optimistic concurrency control. In the PUT or DELETE call for a resource, set the `if-match` parameter to the value of the etag from a previous GET or POST response for that resource. The resource is updated or deleted only if the `etag` you provide matches the resource's current `etag` value. :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :return: A :class:`~oci.response.Response` object with data of type :class:`~oci.data_science.models.Job` :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/update_job.py.html>`__ to see an example of how to use update_job API. r� r� rt � update_jobzIhttps://docs.oracle.com/iaas/api/#/en/data-science/20190101/Job/UpdateJobrm c s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 �& r4 z0DataScienceClient.update_job.<locals>.<listcomp>z update_job got unknown kwargs: c S s i | ]\}}|t ur||�qS r' r5 r7 r' r' r( r: �& r4 z0DataScienceClient.update_job.<locals>.<dictcomp>Nr r; r< r= r/ r. rn c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: �& r4 r! rD r� r r� rO )r% r� Zupdate_job_detailsr& rN rG rH rL rM r` rI r8 r9 rJ r! r' r2 r( rv g& st *��$ �� � �z DataScienceClient.update_jobc s� dg}d}d}d}d}g d�� � fdd�t �|�D �} | rHtd | ����d|i} d d � t �| �D �} t �| �D ]<\} } | d u s�t| t j�rnt| �� �d krntd| � d���qndd|�dt �|�dt �d�} dd � t �| �D �} | j j |�d�| j d�}|d u �rt j}|�r\t|t j��s2| j �| � |�| j� |j| j j||| | |d|�d�|||d� S | j j||| | |d|�d�|||d� S d S )a� Updates a job run. :param str job_run_id: (required) The `OCID`__ of the job run. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param oci.data_science.models.UpdateJobRunDetails update_job_run_details: (required) Details for updating a job. :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param str if_match: (optional) For optimistic concurrency control. In the PUT or DELETE call for a resource, set the `if-match` parameter to the value of the etag from a previous GET or POST response for that resource. The resource is updated or deleted only if the `etag` you provide matches the resource's current `etag` value. :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :return: A :class:`~oci.response.Response` object with data of type :class:`~oci.data_science.models.JobRun` :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/update_job_run.py.html>`__ to see an example of how to use update_job_run API. rk r� rt �update_job_runzOhttps://docs.oracle.com/iaas/api/#/en/data-science/20190101/JobRun/UpdateJobRunrm c s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 ' r4 z4DataScienceClient.update_job_run.<locals>.<listcomp>z#update_job_run got unknown kwargs: c S s i | ]\}}|t ur||�qS r' r5 r7 r' r' r( r: ' r4 z4DataScienceClient.update_job_run.<locals>.<dictcomp>Nr r; r< r= r/ r. rn c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: %' r4 r! rD r� r r� rO )r% rp Zupdate_job_run_detailsr& rN rG rH rL rM r` rI r8 r9 rJ r! r' r2 r( rw �& st *��$ �� � �z DataScienceClient.update_job_runc s� dg}d}d}d}d}g d�� � fdd�t �|�D �} | rHtd | ����d|i} d d � t �| �D �} t �| �D ]<\} } | d u s�t| t j�rnt| �� �d krntd| � d���qndd|�dt �|�dt �d�} dd � t �| �D �} | j j |�d�| j d�}|d u �rt j}|�r\t|t j��s2| j �| � |�| j� |j| j j||| | |d|�d�|||d� S | j j||| | |d|�d�|||d� S d S )a� Updates the properties of a model. You can update the `displayName`, `description`, `freeformTags`, and `definedTags` properties. :param str model_id: (required) The `OCID`__ of the model. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param oci.data_science.models.UpdateModelDetails update_model_details: (required) Details for updating a model. You can update the `displayName`, `description`, `freeformTags`, and `definedTags` properties. :param str if_match: (optional) For optimistic concurrency control. In the PUT or DELETE call for a resource, set the `if-match` parameter to the value of the etag from a previous GET or POST response for that resource. The resource is updated or deleted only if the `etag` you provide matches the resource's current `etag` value. :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :return: A :class:`~oci.response.Response` object with data of type :class:`~oci.data_science.models.Model` :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/update_model.py.html>`__ to see an example of how to use update_model API. r* r� rt � update_modelzMhttps://docs.oracle.com/iaas/api/#/en/data-science/20190101/Model/UpdateModelr- c s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 �' r4 z2DataScienceClient.update_model.<locals>.<listcomp>z!update_model got unknown kwargs: c S s i | ]\}}|t ur||�qS r' r5 r7 r' r' r( r: �' r4 z2DataScienceClient.update_model.<locals>.<dictcomp>Nr r; r< r= r. r/ r> c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: �' r4 r! rD rE r r� rO )r% r_ Zupdate_model_detailsr& rN rG rH rL rM r` rI r8 r9 rJ r! r' r2 r( rx K' st *��$ �� � �z DataScienceClient.update_modelc s� dg}d}d}d}d}g d�� � fdd�t �|�D �} | rHtd | ����d|i} d d � t �| �D �} t �| �D ]<\} } | d u s�t| t j�rnt| �� �d krntd| � d���qndd|�dt �|�dt �d�} dd � t �| �D �} | j j |�d�| j d�}|d u �rt j}|�rZt|t j��s2| j �| � |�| j� |j| j j||| | ||�d�|||d� S | j j||| | ||�d�|||d� S d S )aW Updates the properties of a model deployment. Some of the properties of `modelDeploymentConfigurationDetails` or `CategoryLogDetails` can also be updated with zero down time when the model deployment's lifecycle state is ACTIVE or NEEDS_ATTENTION i.e `instanceShapeName`, `instanceCount` and `modelId`, separately `loadBalancerShape` or `CategoryLogDetails` can also be updated independently. All of the fields can be updated when the deployment is in the INACTIVE lifecycle state. Changes will take effect the next time the model deployment is activated. :param str model_deployment_id: (required) The `OCID`__ of the model deployment. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param oci.data_science.models.UpdateModelDeploymentDetails update_model_deployment_details: (required) Details for updating a model deployment. Some of the properties of `modelDeploymentConfigurationDetails` or `CategoryLogDetails` can also be updated with zero down time when the model deployment's lifecycle state is ACTIVE or NEEDS_ATTENTION i.e `instanceShapeName`, `instanceCount` and `modelId`, separately `loadBalancerShape` or `CategoryLogDetails` can also be updated independently. All of the fields can be updated when the deployment is in the INACTIVE lifecycle state. Changes will take effect the next time the model deployment is activated. :param str if_match: (optional) For optimistic concurrency control. In the PUT or DELETE call for a resource, set the `if-match` parameter to the value of the etag from a previous GET or POST response for that resource. The resource is updated or deleted only if the `etag` you provide matches the resource's current `etag` value. :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :return: A :class:`~oci.response.Response` object with data of type None :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/update_model_deployment.py.html>`__ to see an example of how to use update_model_deployment API. ra r� rt �update_model_deploymentzahttps://docs.oracle.com/iaas/api/#/en/data-science/20190101/ModelDeployment/UpdateModelDeploymentr- c s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 �' r4 z=DataScienceClient.update_model_deployment.<locals>.<listcomp>z,update_model_deployment got unknown kwargs: c S s i | ]\}}|t ur||�qS r' r5 r7 r' r' r( r: ( r4 z=DataScienceClient.update_model_deployment.<locals>.<dictcomp>Nr r; r< r= r. r/ r> c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: ( r4 r! rD r r� rO )r% rf Z update_model_deployment_detailsr& rN rG rH rL rM r` rI r8 r9 rJ r! r' r2 r( ry �' sp 0��$ �� � �z)DataScienceClient.update_model_deploymentc s� dg}d}d}d}d}g d�� � fdd�t �|�D �} | rHtd | ����d|i} d d � t �| �D �} t �| �D ]<\} } | d u s�t| t j�rnt| �� �d krntd| � d���qndd|�dt �|�dt �d�} dd � t �| �D �} | j j |�d�| j d�}|d u �rt j}|�r\t|t j��s2| j �| � |�| j� |j| j j||| | |d|�d�|||d� S | j j||| | |d|�d�|||d� S d S )aK Updates the provenance information for the specified model. :param str model_id: (required) The `OCID`__ of the model. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param oci.data_science.models.UpdateModelProvenanceDetails update_model_provenance_details: (required) Provenance information for the specified model. :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param str if_match: (optional) For optimistic concurrency control. In the PUT or DELETE call for a resource, set the `if-match` parameter to the value of the etag from a previous GET or POST response for that resource. The resource is updated or deleted only if the `etag` you provide matches the resource's current `etag` value. :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :return: A :class:`~oci.response.Response` object with data of type :class:`~oci.data_science.models.ModelProvenance` :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/update_model_provenance.py.html>`__ to see an example of how to use update_model_provenance API. r* r� rt �update_model_provenancezWhttps://docs.oracle.com/iaas/api/#/en/data-science/20190101/Model/UpdateModelProvenancerm c s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 j( r4 z=DataScienceClient.update_model_provenance.<locals>.<listcomp>z,update_model_provenance got unknown kwargs: c S s i | ]\}}|t ur||�qS r' r5 r7 r' r' r( r: s( r4 z=DataScienceClient.update_model_provenance.<locals>.<dictcomp>Nr r; r< r= r/ r. rn c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: ( r4 r! rD r� r r� rO )r% r_ Z update_model_provenance_detailsr& rN rG rH rL rM r` rI r8 r9 rJ r! r' r2 r( rz 3( st *��$ �� � �z)DataScienceClient.update_model_provenancec s� dg}d}d}d}d}g d�� � fdd�t �|�D �} | rHtd | ����d|i} d d � t �| �D �} t �| �D ]<\} } | d u s�t| t j�rnt| �� �d krntd| � d���qndd|�dt �|�dt �d�} dd � t �| �D �} | j j |�d�| j d�}|d u �rt j}|�r\t|t j��s2| j �| � |�| j� |j| j j||| | |d|�d�|||d� S | j j||| | |d|�d�|||d� S d S )a� Updates the properties of a model version set. User can update the `description` property. :param str model_version_set_id: (required) The `OCID`__ of the model version set. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param oci.data_science.models.UpdateModelVersionSetDetails update_model_version_set_details: (required) Details for updating a model version set. You can update `description` property only. :param str if_match: (optional) For optimistic concurrency control. In the PUT or DELETE call for a resource, set the `if-match` parameter to the value of the etag from a previous GET or POST response for that resource. The resource is updated or deleted only if the `etag` you provide matches the resource's current `etag` value. :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :return: A :class:`~oci.response.Response` object with data of type :class:`~oci.data_science.models.ModelVersionSet` :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/update_model_version_set.py.html>`__ to see an example of how to use update_model_version_set API. r� r� rt �update_model_version_setzahttps://docs.oracle.com/iaas/api/#/en/data-science/20190101/ModelVersionSet/UpdateModelVersionSetr- c s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 �( r4 z>DataScienceClient.update_model_version_set.<locals>.<listcomp>z-update_model_version_set got unknown kwargs: c S s i | ]\}}|t ur||�qS r' r5 r7 r' r' r( r: �( r4 z>DataScienceClient.update_model_version_set.<locals>.<dictcomp>Nr r; r< r= r. r/ r> c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: �( r4 r! rD r� r r� rO )r% r� Z update_model_version_set_detailsr& rN rG rH rL rM r` rI r8 r9 rJ r! r' r2 r( r{ �( st *��$ �� � �z*DataScienceClient.update_model_version_setc s� dg}d}d}d}d}g d�� � fdd�t �|�D �} | rHtd | ����d|i} d d � t �| �D �} t �| �D ]<\} } | d u s�t| t j�rnt| �� �d krntd| � d���qndd|�dt �|�dt �d�} dd � t �| �D �} | j j |�d�| j d�}|d u �rt j}|�r\t|t j��s2| j �| � |�| j� |j| j j||| | |d|�d�|||d� S | j j||| | |d|�d�|||d� S d S )a Updates the properties of a notebook session. You can update the `displayName`, `freeformTags`, and `definedTags` properties. When the notebook session is in the INACTIVE lifecycle state, you can update `notebookSessionConfigurationDetails` and change `shape`, `subnetId`, and `blockStorageSizeInGBs`. Changes to the `notebookSessionConfigurationDetails` take effect the next time the `ActivateNotebookSession` action is invoked on the notebook session resource. :param str notebook_session_id: (required) The `OCID`__ of the notebook session. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param oci.data_science.models.UpdateNotebookSessionDetails update_notebook_session_details: (required) Details for updating a notebook session. `notebookSessionConfigurationDetails` can only be updated while the notebook session is in the `INACTIVE` state. Changes to the `notebookSessionConfigurationDetails` take effect the next time the `ActivateNotebookSession` action is invoked on the notebook session resource. :param str if_match: (optional) For optimistic concurrency control. In the PUT or DELETE call for a resource, set the `if-match` parameter to the value of the etag from a previous GET or POST response for that resource. The resource is updated or deleted only if the `etag` you provide matches the resource's current `etag` value. :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :return: A :class:`~oci.response.Response` object with data of type :class:`~oci.data_science.models.NotebookSession` :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/update_notebook_session.py.html>`__ to see an example of how to use update_notebook_session API. rg r� rt �update_notebook_sessionzahttps://docs.oracle.com/iaas/api/#/en/data-science/20190101/NotebookSession/UpdateNotebookSessionr- c s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 Q) r4 z=DataScienceClient.update_notebook_session.<locals>.<listcomp>z,update_notebook_session got unknown kwargs: c S s i | ]\}}|t ur||�qS r' r5 r7 r' r' r( r: Z) r4 z=DataScienceClient.update_notebook_session.<locals>.<dictcomp>Nr r; r< r= r. r/ r> c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: f) r4 r! rD r� r r� rO )r% rj Z update_notebook_session_detailsr& rN rG rH rL rM r` rI r8 r9 rJ r! r' r2 r( r| ) st -��$ �� � �z)DataScienceClient.update_notebook_sessionc sv dg}d}d}d}d}g d�� � fdd�t �|�D �} | rHtd | ����d|i} d d � t �| �D �} t �| �D ]<\} } | d u s�t| t j�rnt| �� �d krntd| � d���qndd|�dt �|�dt �d�} dd � t �| �D �} | j j |�d�| j d�}|�rLt|t j��s"| j �| � |�| j� |j| j j||| | |d|�d�|||d� S | j j||| | |d|�d�|||d� S d S )a- Updates the Pipeline. :param str pipeline_id: (required) The `OCID`__ of the pipeline. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param oci.data_science.models.UpdatePipelineDetails update_pipeline_details: (required) The information to be updated. :param str if_match: (optional) For optimistic concurrency control. In the PUT or DELETE call for a resource, set the `if-match` parameter to the value of the etag from a previous GET or POST response for that resource. The resource is updated or deleted only if the `etag` you provide matches the resource's current `etag` value. :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation will not retry by default, users can also use the convenient :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` provided by the SDK to enable retries for it. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :return: A :class:`~oci.response.Response` object with data of type :class:`~oci.data_science.models.Pipeline` :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/update_pipeline.py.html>`__ to see an example of how to use update_pipeline API. r� r� rt �update_pipelinezShttps://docs.oracle.com/iaas/api/#/en/data-science/20190101/Pipeline/UpdatePipeliner- c s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 �) r4 z5DataScienceClient.update_pipeline.<locals>.<listcomp>z$update_pipeline got unknown kwargs: c S s i | ]\}}|t ur||�qS r' r5 r7 r' r' r( r: �) r4 z5DataScienceClient.update_pipeline.<locals>.<dictcomp>Nr r; r< r= r. r/ r> c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: �) r4 r! rD r� r r� rd )r% r� Zupdate_pipeline_detailsr& rN rG rH rL rM r` rI r8 r9 rJ r! r' r2 r( r} �) sp *��$ �� � �z!DataScienceClient.update_pipelinec sv dg}d}d}d}d}g d�� � fdd�t �|�D �} | rHtd | ����d|i} d d � t �| �D �} t �| �D ]<\} } | d u s�t| t j�rnt| �� �d krntd| � d���qndd|�dt �|�dt �d�} dd � t �| �D �} | j j |�d�| j d�}|�rLt|t j��s"| j �| � |�| j� |j| j j||| | |d|�d�|||d� S | j j||| | |d|�d�|||d� S d S )aJ Updates the PipelineRun. :param str pipeline_run_id: (required) The `OCID`__ of the pipeline run. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param oci.data_science.models.UpdatePipelineRunDetails update_pipeline_run_details: (required) The information to be updated. :param str if_match: (optional) For optimistic concurrency control. In the PUT or DELETE call for a resource, set the `if-match` parameter to the value of the etag from a previous GET or POST response for that resource. The resource is updated or deleted only if the `etag` you provide matches the resource's current `etag` value. :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation will not retry by default, users can also use the convenient :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` provided by the SDK to enable retries for it. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :return: A :class:`~oci.response.Response` object with data of type :class:`~oci.data_science.models.PipelineRun` :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/update_pipeline_run.py.html>`__ to see an example of how to use update_pipeline_run API. rq r rt �update_pipeline_runzYhttps://docs.oracle.com/iaas/api/#/en/data-science/20190101/PipelineRun/UpdatePipelineRunr- c s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 3* r4 z9DataScienceClient.update_pipeline_run.<locals>.<listcomp>z(update_pipeline_run got unknown kwargs: c S s i | ]\}}|t ur||�qS r' r5 r7 r' r' r( r: <* r4 z9DataScienceClient.update_pipeline_run.<locals>.<dictcomp>Nr r; r< r= r. r/ r> c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: H* r4 r! rD r� r r� rd )r% r| Zupdate_pipeline_run_detailsr& rN rG rH rL rM r` rI r8 r9 rJ r! r' r2 r( r~ �) sp *��$ �� � �z%DataScienceClient.update_pipeline_runc s� dg}d}d}d}d}g d�� � fdd�t �|�D �} | rHtd | ����d|i} d d � t �| �D �} t �| �D ]<\} } | d u s�t| t j�rnt| �� �d krntd| � d���qndd|�dt �|�dt �d�} dd � t �| �D �} | j j |�d�| j d�}|d u �rt j}|�r\t|t j��s2| j �| � |�| j� |j| j j||| | |d|�d�|||d� S | j j||| | |d|�d�|||d� S d S )a� Updates the properties of a project. You can update the `displayName`, `description`, `freeformTags`, and `definedTags` properties. :param str project_id: (required) The `OCID`__ of the project. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param oci.data_science.models.UpdateProjectDetails update_project_details: (required) Details for updating a project. You can update the `displayName`, `description`, `freeformTags`, and `definedTags` properties. :param str if_match: (optional) For optimistic concurrency control. In the PUT or DELETE call for a resource, set the `if-match` parameter to the value of the etag from a previous GET or POST response for that resource. The resource is updated or deleted only if the `etag` you provide matches the resource's current `etag` value. :param str opc_request_id: (optional) Unique Oracle assigned identifier for the request. If you need to contact Oracle about a particular request, then provide the request ID. :param obj retry_strategy: (optional) A retry strategy to apply to this specific operation/call. This will override any retry strategy set at the client-level. This should be one of the strategies available in the :py:mod:`~oci.retry` module. This operation uses :py:data:`~oci.retry.DEFAULT_RETRY_STRATEGY` as default if no retry strategy is provided. The specifics of the default retry strategy are described `here <https://docs.oracle.com/en-us/iaas/tools/python/latest/sdk_behaviors/retries.html>`__. To have this operation explicitly not perform any retries, pass an instance of :py:class:`~oci.retry.NoneRetryStrategy`. :param bool allow_control_chars: (optional) allow_control_chars is a boolean to indicate whether or not this request should allow control characters in the response object. By default, the response will not allow control characters in strings :return: A :class:`~oci.response.Response` object with data of type :class:`~oci.data_science.models.Project` :rtype: :class:`~oci.response.Response` :example: Click `here <https://docs.cloud.oracle.com/en-us/iaas/tools/python-sdk-examples/latest/datascience/update_project.py.html>`__ to see an example of how to use update_project API. r� r rt �update_projectzQhttps://docs.oracle.com/iaas/api/#/en/data-science/20190101/Project/UpdateProjectr- c s g | ]}|� vr|�qS r' r' r0 r2 r' r( r3 �* r4 z4DataScienceClient.update_project.<locals>.<listcomp>z#update_project got unknown kwargs: c S s i | ]\}}|t ur||�qS r' r5 r7 r' r' r( r: �* r4 z4DataScienceClient.update_project.<locals>.<dictcomp>Nr r; r< r= r. r/ r> c S s& i | ] \}}|t ur|d ur||�qS rC r5 r7 r' r' r( r: �* r4 r! rD r� r r� rO )r% r� Zupdate_project_detailsr& rN rG rH rL rM r` rI r8 r9 rJ r! r' r2 r( r l* st *��$ �� � �z DataScienceClient.update_projectN)`�__name__� __module__� __qualname__�__doc__r) r, rb rh rl rr r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r r r r r r r r r r r r r r r r r r! r# r% r& r' r( r* rK rO rV rW r\ r] ra rb re rf rg ri rj rk ro rp ru rv rw rx ry rz r{ r| r} r~ r r' r' r' r( r s� [miik|itnnttttnnt^^ c^ %co^^^c^ miigvkkkwkytkvbdlddldddddddrdbbfn :u >u >u > < Gu > = = 7 5prrrvrruppr N) Z __future__r Z oci._vendorr r Zocir r Zoci.base_clientr Z oci.configr r Z oci.signerr Zoci.utilr r r r r Zoci.exceptionsr Z oci.alloyr Zmodelsr r6 �objectr r' r' r' r( �<module> s
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