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a ���f�d � @ s8 d dl mZmZmZ d dlmZ eG dd� de��ZdS )� )�formatted_flat_dict� NONE_SENTINEL�#value_allowed_none_or_none_sentinel)� init_model_state_from_kwargsc @ s� e Zd ZdZdZdZdZdZdZdZ dZ d Z d Z d Z d Zd Zdd� Zedd� �Zejdd� �Zedd� �Zejdd� �Zedd� �Zejdd� �Zedd� �Zejdd� �Zed d � �Zejd d � �Zed d � �Zejd!d � �Zed"d#� �Zejd$d#� �Zed%d&� �Zejd'd&� �Zed(d)� �Zejd*d)� �Zed+d,� �Z e jd-d,� �Z ed.d/� �Z e jd0d/� �Z ed1d2� �Z e jd3d2� �Z ed4d5� �Z e jd6d5� �Z ed7d8� �Z e jd9d8� �Z ed:d;� �Z!e!jd<d;� �Z!ed=d>� �Z"e"jd?d>� �Z"ed@dA� �Z#e#jdBdA� �Z#edCdD� �Z$e$jdEdD� �Z$edFdG� �Z%e%jdHdG� �Z%edIdJ� �Z&e&jdKdJ� �Z&edLdM� �Z'e'jdNdM� �Z'dOdP� Z(dQdR� Z)dSdT� Z*dUS )V�Modela� You can create a custom model by using your dataset to fine-tune an out-of-the-box text generation base model. Have your dataset ready before you create a custom model. See `Training Data Requirements`__. To use any of the API operations, you must be authorized in an IAM policy. If you're not authorized, talk to an administrator who gives OCI resource access to users. See `Getting Started with Policies`__ and `Getting Access to Generative AI Resouces`__. __ https://docs.cloud.oracle.com/iaas/Content/generative-ai/training-data-requirements.htm __ https://docs.cloud.oracle.com/iaas/Content/Identity/policiesgs/get-started-with-policies.htm __ https://docs.cloud.oracle.com/iaas/Content/generative-ai/iam-policies.htm �TEXT_GENERATION�TEXT_SUMMARIZATION�TEXT_EMBEDDINGS� FINE_TUNE�CHAT�ACTIVE�CREATING�DELETING�DELETED�FAILED�BASE�CUSTOMc K s� dddddddddddddddddddd d d �| _ d d d ddddddddddddddd d d d d �| _d | _d | _d | _d | _d | _d | _d | _d | _ d | _ d | _ d | _ d | _ d | _d | _d | _d | _d | _d | _d | _d | _d | _d S )!ak Initializes a new Model object with values from keyword arguments. The following keyword arguments are supported (corresponding to the getters/setters of this class): :param id: The value to assign to the id property of this Model. :type id: str :param description: The value to assign to the description property of this Model. :type description: str :param compartment_id: The value to assign to the compartment_id property of this Model. :type compartment_id: str :param capabilities: The value to assign to the capabilities property of this Model. Allowed values for items in this list are: "TEXT_GENERATION", "TEXT_SUMMARIZATION", "TEXT_EMBEDDINGS", "FINE_TUNE", "CHAT", 'UNKNOWN_ENUM_VALUE'. Any unrecognized values returned by a service will be mapped to 'UNKNOWN_ENUM_VALUE'. :type capabilities: list[str] :param lifecycle_state: The value to assign to the lifecycle_state property of this Model. Allowed values for this property are: "ACTIVE", "CREATING", "DELETING", "DELETED", "FAILED", 'UNKNOWN_ENUM_VALUE'. Any unrecognized values returned by a service will be mapped to 'UNKNOWN_ENUM_VALUE'. :type lifecycle_state: str :param lifecycle_details: The value to assign to the lifecycle_details property of this Model. :type lifecycle_details: str :param vendor: The value to assign to the vendor property of this Model. :type vendor: str :param version: The value to assign to the version property of this Model. :type version: str :param display_name: The value to assign to the display_name property of this Model. :type display_name: str :param time_created: The value to assign to the time_created property of this Model. :type time_created: datetime :param time_updated: The value to assign to the time_updated property of this Model. :type time_updated: datetime :param base_model_id: The value to assign to the base_model_id property of this Model. :type base_model_id: str :param type: The value to assign to the type property of this Model. Allowed values for this property are: "BASE", "CUSTOM", 'UNKNOWN_ENUM_VALUE'. Any unrecognized values returned by a service will be mapped to 'UNKNOWN_ENUM_VALUE'. :type type: str :param fine_tune_details: The value to assign to the fine_tune_details property of this Model. :type fine_tune_details: oci.generative_ai.models.FineTuneDetails :param model_metrics: The value to assign to the model_metrics property of this Model. :type model_metrics: oci.generative_ai.models.ModelMetrics :param is_long_term_supported: The value to assign to the is_long_term_supported property of this Model. :type is_long_term_supported: bool :param time_deprecated: The value to assign to the time_deprecated property of this Model. :type time_deprecated: datetime :param previous_state: The value to assign to the previous_state property of this Model. :type previous_state: oci.generative_ai.models.Model :param freeform_tags: The value to assign to the freeform_tags property of this Model. :type freeform_tags: dict(str, str) :param defined_tags: The value to assign to the defined_tags property of this Model. :type defined_tags: dict(str, dict(str, object)) :param system_tags: The value to assign to the system_tags property of this Model. :type system_tags: dict(str, dict(str, object)) �strz list[str]ZdatetimeZFineTuneDetailsZ ModelMetrics�boolr zdict(str, str)z dict(str, dict(str, object)))�id� description�compartment_id� capabilities�lifecycle_state�lifecycle_details�vendor�version� display_name� time_created� time_updated� base_model_id�type�fine_tune_details� model_metrics�is_long_term_supported�time_deprecated�previous_state� freeform_tags� defined_tags� system_tagsr r Z compartmentIdr ZlifecycleStateZlifecycleDetailsr r Z displayNameZ timeCreatedZ timeUpdatedZ baseModelIdr! ZfineTuneDetailsZ modelMetricsZisLongTermSupportedZtimeDeprecatedZ previousStateZ freeformTagsZ definedTagsZ systemTagsN)Z swagger_typesZ attribute_map�_id� _description�_compartment_id� _capabilities�_lifecycle_state�_lifecycle_details�_vendor�_version� _display_name� _time_created� _time_updated�_base_model_id�_type�_fine_tune_details�_model_metrics�_is_long_term_supported�_time_deprecated�_previous_state�_freeform_tags� _defined_tags� _system_tags)�self�kwargs� rA �B/usr/lib/python3.9/site-packages/oci/generative_ai/models/model.py�__init__I s� a��zModel.__init__c C s | j S )z� **[Required]** Gets the id of this Model. An ID that uniquely identifies a pretrained or fine-tuned model. :return: The id of this Model. :rtype: str �r* �r? rA rA rB r � s zModel.idc C s || _ dS )z� Sets the id of this Model. An ID that uniquely identifies a pretrained or fine-tuned model. :param id: The id of this Model. :type: str NrD )r? r rA rA rB r � s c C s | j S )z� Gets the description of this Model. An optional description of the model. :return: The description of this Model. :rtype: str �r+ rE rA rA rB r s zModel.descriptionc C s || _ dS )z� Sets the description of this Model. An optional description of the model. :param description: The description of this Model. :type: str NrF )r? r rA rA rB r s c C s | j S )z� **[Required]** Gets the compartment_id of this Model. The compartment OCID for fine-tuned models. For pretrained models, this value is null. :return: The compartment_id of this Model. :rtype: str �r, rE rA rA rB r s zModel.compartment_idc C s || _ dS )z� Sets the compartment_id of this Model. The compartment OCID for fine-tuned models. For pretrained models, this value is null. :param compartment_id: The compartment_id of this Model. :type: str NrG )r? r rA rA rB r + s c C s | j S )a� **[Required]** Gets the capabilities of this Model. Describes what this model can be used for. Allowed values for items in this list are: "TEXT_GENERATION", "TEXT_SUMMARIZATION", "TEXT_EMBEDDINGS", "FINE_TUNE", "CHAT", 'UNKNOWN_ENUM_VALUE'. Any unrecognized values returned by a service will be mapped to 'UNKNOWN_ENUM_VALUE'. :return: The capabilities of this Model. :rtype: list[str] �r- rE rA rA rB r 7 s zModel.capabilitiesc s0 g d�� |r&� fdd�|D �|dd�< || _ dS )z� Sets the capabilities of this Model. Describes what this model can be used for. :param capabilities: The capabilities of this Model. :type: list[str] )r r r r r c s g | ]}t |� �sd n|�qS )�UNKNOWN_ENUM_VALUE)r )�.0�x��allowed_valuesrA rB � <listcomp>R � z&Model.capabilities.<locals>.<listcomp>NrH )r? r rA rL rB r F s c C s | j S )a� **[Required]** Gets the lifecycle_state of this Model. The lifecycle state of the model. Allowed values for this property are: "ACTIVE", "CREATING", "DELETING", "DELETED", "FAILED", 'UNKNOWN_ENUM_VALUE'. Any unrecognized values returned by a service will be mapped to 'UNKNOWN_ENUM_VALUE'. :return: The lifecycle_state of this Model. :rtype: str )r. rE rA rA rB r U s zModel.lifecycle_statec C s g d�}t ||�sd}|| _dS )z� Sets the lifecycle_state of this Model. The lifecycle state of the model. :param lifecycle_state: The lifecycle_state of this Model. :type: str )r r r r r rI N)r r. )r? r rM rA rA rB r d s c C s | j S )z� Gets the lifecycle_details of this Model. A message describing the current state of the model in more detail that can provide actionable information. :return: The lifecycle_details of this Model. :rtype: str �r/ rE rA rA rB r s s zModel.lifecycle_detailsc C s || _ dS )a Sets the lifecycle_details of this Model. A message describing the current state of the model in more detail that can provide actionable information. :param lifecycle_details: The lifecycle_details of this Model. :type: str NrP )r? r rA rA rB r s c C s | j S )z� Gets the vendor of this Model. The provider of the base model. :return: The vendor of this Model. :rtype: str �r0 rE rA rA rB r � s z Model.vendorc C s || _ dS )z� Sets the vendor of this Model. The provider of the base model. :param vendor: The vendor of this Model. :type: str NrQ )r? r rA rA rB r � s c C s | j S )z� Gets the version of this Model. The version of the model. :return: The version of this Model. :rtype: str �r1 rE rA rA rB r � s z Model.versionc C s || _ dS )z� Sets the version of this Model. The version of the model. :param version: The version of this Model. :type: str NrR )r? r rA rA rB r � s c C s | j S )z� Gets the display_name of this Model. A user-friendly name. :return: The display_name of this Model. :rtype: str �r2 rE rA rA rB r � s zModel.display_namec C s || _ dS )z� Sets the display_name of this Model. A user-friendly name. :param display_name: The display_name of this Model. :type: str NrS )r? r rA rA rB r � s c C s | j S )z� **[Required]** Gets the time_created of this Model. The date and time that the model was created in the format of an RFC3339 datetime string. :return: The time_created of this Model. :rtype: datetime �r3 rE rA rA rB r � s zModel.time_createdc C s || _ dS )z� Sets the time_created of this Model. The date and time that the model was created in the format of an RFC3339 datetime string. :param time_created: The time_created of this Model. :type: datetime NrT )r? r rA rA rB r � s c C s | j S )z� Gets the time_updated of this Model. The date and time that the model was updated in the format of an RFC3339 datetime string. :return: The time_updated of this Model. :rtype: datetime �r4 rE rA rA rB r � s zModel.time_updatedc C s || _ dS )z� Sets the time_updated of this Model. The date and time that the model was updated in the format of an RFC3339 datetime string. :param time_updated: The time_updated of this Model. :type: datetime NrU )r? r rA rA rB r � s c C s | j S )z� Gets the base_model_id of this Model. The OCID of the base model that's used for fine-tuning. For pretrained models, the value is null. :return: The base_model_id of this Model. :rtype: str �r5 rE rA rA rB r s zModel.base_model_idc C s || _ dS )z� Sets the base_model_id of this Model. The OCID of the base model that's used for fine-tuning. For pretrained models, the value is null. :param base_model_id: The base_model_id of this Model. :type: str NrV )r? r rA rA rB r s c C s | j S )a� **[Required]** Gets the type of this Model. The model type indicating whether this is a pretrained/base model or a custom/fine-tuned model. Allowed values for this property are: "BASE", "CUSTOM", 'UNKNOWN_ENUM_VALUE'. Any unrecognized values returned by a service will be mapped to 'UNKNOWN_ENUM_VALUE'. :return: The type of this Model. :rtype: str )r6 rE rA rA rB r! s z Model.typec C s ddg}t ||�sd}|| _dS )z� Sets the type of this Model. The model type indicating whether this is a pretrained/base model or a custom/fine-tuned model. :param type: The type of this Model. :type: str r r rI N)r r6 )r? r! rM rA rA rB r! * s c C s | j S )z� Gets the fine_tune_details of this Model. :return: The fine_tune_details of this Model. :rtype: oci.generative_ai.models.FineTuneDetails �r7 rE rA rA rB r" 9 s zModel.fine_tune_detailsc C s || _ dS )z� Sets the fine_tune_details of this Model. :param fine_tune_details: The fine_tune_details of this Model. :type: oci.generative_ai.models.FineTuneDetails NrW )r? r" rA rA rB r" C s c C s | j S )z� Gets the model_metrics of this Model. :return: The model_metrics of this Model. :rtype: oci.generative_ai.models.ModelMetrics �r8 rE rA rA rB r# M s zModel.model_metricsc C s || _ dS )z� Sets the model_metrics of this Model. :param model_metrics: The model_metrics of this Model. :type: oci.generative_ai.models.ModelMetrics NrX )r? r# rA rA rB r# W s c C s | j S )z� Gets the is_long_term_supported of this Model. Whether a model is supported long-term. Only applicable to base models. :return: The is_long_term_supported of this Model. :rtype: bool �r9 rE rA rA rB r$ a s z Model.is_long_term_supportedc C s || _ dS )z� Sets the is_long_term_supported of this Model. Whether a model is supported long-term. Only applicable to base models. :param is_long_term_supported: The is_long_term_supported of this Model. :type: bool NrY )r? r$ rA rA rB r$ m s c C s | j S )z� Gets the time_deprecated of this Model. Corresponds to the time when the custom model and its associated foundation model will be deprecated. :return: The time_deprecated of this Model. :rtype: datetime �r: rE rA rA rB r% y s zModel.time_deprecatedc C s || _ dS )a Sets the time_deprecated of this Model. Corresponds to the time when the custom model and its associated foundation model will be deprecated. :param time_deprecated: The time_deprecated of this Model. :type: datetime NrZ )r? r% rA rA rB r% � s c C s | j S )z� Gets the previous_state of this Model. :return: The previous_state of this Model. :rtype: oci.generative_ai.models.Model �r; rE rA rA rB r& � s zModel.previous_statec C s || _ dS )z� Sets the previous_state of this Model. :param previous_state: The previous_state of this Model. :type: oci.generative_ai.models.Model Nr[ )r? r& rA rA rB r& � s c C s | j S )a� Gets the freeform_tags of this Model. Free-form tags for this resource. Each tag is a simple key-value pair with no predefined name, type, or namespace. For more information, see `Resource Tags`__. Example: `{"Department": "Finance"}` __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/resourcetags.htm :return: The freeform_tags of this Model. :rtype: dict(str, str) �r< rE rA rA rB r' � s zModel.freeform_tagsc C s || _ dS )a� Sets the freeform_tags of this Model. Free-form tags for this resource. Each tag is a simple key-value pair with no predefined name, type, or namespace. For more information, see `Resource Tags`__. Example: `{"Department": "Finance"}` __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/resourcetags.htm :param freeform_tags: The freeform_tags of this Model. :type: dict(str, str) Nr\ )r? r' rA rA rB r' � s c C s | j S )a� Gets the defined_tags of this Model. Defined tags for this resource. Each key is predefined and scoped to a namespace. For more information, see `Resource Tags`__. Example: `{"Operations": {"CostCenter": "42"}}` __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/resourcetags.htm :return: The defined_tags of this Model. :rtype: dict(str, dict(str, object)) �r= rE rA rA rB r( � s zModel.defined_tagsc C s || _ dS )a� Sets the defined_tags of this Model. Defined tags for this resource. Each key is predefined and scoped to a namespace. For more information, see `Resource Tags`__. Example: `{"Operations": {"CostCenter": "42"}}` __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/resourcetags.htm :param defined_tags: The defined_tags of this Model. :type: dict(str, dict(str, object)) Nr] )r? r( rA rA rB r( � s c C s | j S )a0 Gets the system_tags of this Model. System tags for this resource. Each key is predefined and scoped to a namespace. Example: `{"orcl-cloud": {"free-tier-retained": "true"}}` :return: The system_tags of this Model. :rtype: dict(str, dict(str, object)) �r> rE rA rA rB r) � s zModel.system_tagsc C s || _ dS )a: Sets the system_tags of this Model. System tags for this resource. Each key is predefined and scoped to a namespace. Example: `{"orcl-cloud": {"free-tier-retained": "true"}}` :param system_tags: The system_tags of this Model. :type: dict(str, dict(str, object)) Nr^ )r? r) rA rA rB r) � s c C s t | �S �N)r rE rA rA rB �__repr__ s zModel.__repr__c C s |d u r dS | j |j kS )NF)�__dict__�r? �otherrA rA rB �__eq__ s z Model.__eq__c C s | |k S r_ rA rb rA rA rB �__ne__ s z Model.__ne__N)+�__name__� __module__� __qualname__�__doc__Z CAPABILITIES_TEXT_GENERATIONZ CAPABILITIES_TEXT_SUMMARIZATIONZ CAPABILITIES_TEXT_EMBEDDINGSZCAPABILITIES_FINE_TUNEZCAPABILITIES_CHATZLIFECYCLE_STATE_ACTIVEZLIFECYCLE_STATE_CREATINGZLIFECYCLE_STATE_DELETINGZLIFECYCLE_STATE_DELETEDZLIFECYCLE_STATE_FAILEDZ TYPE_BASEZ TYPE_CUSTOMrC �propertyr �setterr r r r r r r r r r r r! r" r# r$ r% r& r' r( r) r` rd re rA rA rA rB r s� ' r N)Zoci.utilr r r Zoci.decoratorsr �objectr rA rA rA rB �<module> s
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