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a ���f�q � @ 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 d � Z e d d � �Zejdd � �Ze dd� �Zejdd� �Ze dd� �Zejdd� �Ze dd� �Zejdd� �Ze dd� �Zejdd� �Ze dd � �Zejd d � �Ze d d � �Zejd d � �Ze d!d"� �Zejd#d"� �Ze d$d%� �Zejd&d%� �Ze d'd(� �Zejd)d(� �Ze d*d+� �Zejd,d+� �Ze d-d.� �Zejd/d.� �Ze d0d1� �Zejd2d1� �Ze d3d4� �Z e jd5d4� �Z e d6d7� �Z e jd8d7� �Z e d9d:� �Z e jd;d:� �Z e d<d=� �Z e jd>d=� �Z e d?d@� �Z e jdAd@� �Z e dBdC� �Z!e!jdDdC� �Z!e dEdF� �Z"e"jdGdF� �Z"e dHdI� �Z#e#jdJdI� �Z#e dKdL� �Z$e$jdMdL� �Z$e dNdO� �Z%e%jdPdO� �Z%e dQdR� �Z&e&jdSdR� �Z&e dTdU� �Z'e'jdVdU� �Z'e dWdX� �Z(e(jdYdX� �Z(e dZd[� �Z)e)jd\d[� �Z)d]d^� Z*d_d`� Z+dadb� Z,dcS )d�Modelz Machine-learned Model. �KEY_VALUE_EXTRACTION�DOCUMENT_CLASSIFICATION�CREATING�UPDATING�ACTIVE�DELETING�DELETED�FAILEDc K s" dddddddddddddddddddddddd 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(| _d(| _d(| _d(| _d(| _d(| _d(| _d(| _d(| _d(| _d(| _d(| _d(| _d(| _ d(S ))ag 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 display_name: The value to assign to the display_name property of this Model. :type display_name: 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 model_type: The value to assign to the model_type property of this Model. Allowed values for this property are: "KEY_VALUE_EXTRACTION", "DOCUMENT_CLASSIFICATION", 'UNKNOWN_ENUM_VALUE'. Any unrecognized values returned by a service will be mapped to 'UNKNOWN_ENUM_VALUE'. :type model_type: str :param tenancy_id: The value to assign to the tenancy_id property of this Model. :type tenancy_id: str :param alias_name: The value to assign to the alias_name property of this Model. :type alias_name: str :param labels: The value to assign to the labels property of this Model. :type labels: list[str] :param is_quick_mode: The value to assign to the is_quick_mode property of this Model. :type is_quick_mode: bool :param max_training_time_in_hours: The value to assign to the max_training_time_in_hours property of this Model. :type max_training_time_in_hours: float :param trained_time_in_hours: The value to assign to the trained_time_in_hours property of this Model. :type trained_time_in_hours: float :param training_dataset: The value to assign to the training_dataset property of this Model. :type training_dataset: oci.ai_document.models.Dataset :param testing_dataset: The value to assign to the testing_dataset property of this Model. :type testing_dataset: oci.ai_document.models.Dataset :param validation_dataset: The value to assign to the validation_dataset property of this Model. :type validation_dataset: oci.ai_document.models.Dataset :param component_models: The value to assign to the component_models property of this Model. :type component_models: list[oci.ai_document.models.ComponentModel] :param is_composed_model: The value to assign to the is_composed_model property of this Model. :type is_composed_model: bool :param model_version: The value to assign to the model_version property of this Model. :type model_version: str :param project_id: The value to assign to the project_id property of this Model. :type project_id: 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 lifecycle_state: The value to assign to the lifecycle_state property of this Model. Allowed values for this property are: "CREATING", "UPDATING", "ACTIVE", "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 metrics: The value to assign to the metrics property of this Model. :type metrics: oci.ai_document.models.ModelMetrics :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)) :param locks: The value to assign to the locks property of this Model. :type locks: list[oci.ai_document.models.ResourceLock] �strz list[str]�bool�floatZDatasetzlist[ComponentModel]ZdatetimeZ ModelMetricszdict(str, str)z dict(str, dict(str, object))zlist[ResourceLock])�id� display_name� description�compartment_id� model_type� tenancy_id� alias_name�labels� is_quick_mode�max_training_time_in_hours�trained_time_in_hours�training_dataset�testing_dataset�validation_dataset�component_models�is_composed_model� model_version� project_id� time_created� time_updated�lifecycle_state�lifecycle_details�metrics� freeform_tags� defined_tags� system_tags�locksr Z displayNamer Z compartmentIdZ modelTypeZ tenancyIdZ aliasNamer Z isQuickModeZmaxTrainingTimeInHoursZtrainedTimeInHoursZtrainingDatasetZtestingDatasetZvalidationDatasetZcomponentModelsZisComposedModelZ modelVersionZ projectIdZ timeCreatedZ timeUpdatedZlifecycleStateZlifecycleDetailsr( Z freeformTagsZ definedTagsZ systemTagsr, N) Z swagger_typesZ attribute_map�_id� _display_name� _description�_compartment_id� _model_type� _tenancy_id� _alias_name�_labels�_is_quick_mode�_max_training_time_in_hours�_trained_time_in_hours�_training_dataset�_testing_dataset�_validation_dataset�_component_models�_is_composed_model�_model_version� _project_id� _time_created� _time_updated�_lifecycle_state�_lifecycle_details�_metrics�_freeform_tags� _defined_tags� _system_tags�_locks)�self�kwargs� rJ �@/usr/lib/python3.9/site-packages/oci/ai_document/models/model.py�__init__2 s� w� � zModel.__init__c C s | j S )z� **[Required]** Gets the id of this Model. A unique identifier that is immutable after creation. :return: The id of this Model. :rtype: str �r- �rH rJ rJ rK r s zModel.idc C s || _ dS )z� Sets the id of this Model. A unique identifier that is immutable after creation. :param id: The id of this Model. :type: str NrM )rH r rJ rJ rK r s c C s | j S )z� Gets the display_name of this Model. A human-friendly name for the model, which can be changed. :return: The display_name of this Model. :rtype: str �r. rN rJ rJ rK r s zModel.display_namec C s || _ dS )z� Sets the display_name of this Model. A human-friendly name for the model, which can be changed. :param display_name: The display_name of this Model. :type: str NrO )rH r rJ rJ rK 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/ rN rJ rJ rK r 0 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 NrP )rH r rJ rJ rK r < s c C s | j S )z� **[Required]** Gets the compartment_id of this Model. The compartment identifier. :return: The compartment_id of this Model. :rtype: str �r0 rN rJ rJ rK r H s zModel.compartment_idc C s || _ dS )z� Sets the compartment_id of this Model. The compartment identifier. :param compartment_id: The compartment_id of this Model. :type: str NrQ )rH r rJ rJ rK r T s c C s | j S )a� **[Required]** Gets the model_type of this Model. The type of the Document model. Allowed values for this property are: "KEY_VALUE_EXTRACTION", "DOCUMENT_CLASSIFICATION", 'UNKNOWN_ENUM_VALUE'. Any unrecognized values returned by a service will be mapped to 'UNKNOWN_ENUM_VALUE'. :return: The model_type of this Model. :rtype: str )r1 rN rJ rJ rK r ` s zModel.model_typec C s ddg}t ||�sd}|| _dS )z� Sets the model_type of this Model. The type of the Document model. :param model_type: The model_type of this Model. :type: str r r �UNKNOWN_ENUM_VALUEN)r r1 )rH r �allowed_valuesrJ rJ rK r o s c C s | j S )z� Gets the tenancy_id of this Model. The tenancy id of the model. :return: The tenancy_id of this Model. :rtype: str �r2 rN rJ rJ rK r ~ s zModel.tenancy_idc C s || _ dS )z� Sets the tenancy_id of this Model. The tenancy id of the model. :param tenancy_id: The tenancy_id of this Model. :type: str NrT )rH r rJ rJ rK r � s c C s | j S )z� Gets the alias_name of this Model. the alias name of the model. :return: The alias_name of this Model. :rtype: str �r3 rN rJ rJ rK r � s zModel.alias_namec C s || _ dS )z� Sets the alias_name of this Model. the alias name of the model. :param alias_name: The alias_name of this Model. :type: str NrU )rH r rJ rJ rK r � s c C s | j S )z� Gets the labels of this Model. The collection of labels used to train the custom model. :return: The labels of this Model. :rtype: list[str] �r4 rN rJ rJ rK r � s z Model.labelsc C s || _ dS )z� Sets the labels of this Model. The collection of labels used to train the custom model. :param labels: The labels of this Model. :type: list[str] NrV )rH r rJ rJ rK r � s c C s | j S )a' Gets the is_quick_mode of this Model. Set to true when experimenting with a new model type or dataset, so model training is quick, with a predefined low number of passes through the training data. :return: The is_quick_mode of this Model. :rtype: bool �r5 rN rJ rJ rK r � s zModel.is_quick_modec C s || _ dS )a3 Sets the is_quick_mode of this Model. Set to true when experimenting with a new model type or dataset, so model training is quick, with a predefined low number of passes through the training data. :param is_quick_mode: The is_quick_mode of this Model. :type: bool NrW )rH r rJ rJ rK r � s c C s | j S )z� Gets the max_training_time_in_hours of this Model. The maximum model training time in hours, expressed as a decimal fraction. :return: The max_training_time_in_hours of this Model. :rtype: float �r6 rN rJ rJ rK r � s z Model.max_training_time_in_hoursc C s || _ dS )a Sets the max_training_time_in_hours of this Model. The maximum model training time in hours, expressed as a decimal fraction. :param max_training_time_in_hours: The max_training_time_in_hours of this Model. :type: float NrX )rH r rJ rJ rK r � s c C s | j S )z� Gets the trained_time_in_hours of this Model. The total hours actually used for model training. :return: The trained_time_in_hours of this Model. :rtype: float �r7 rN rJ rJ rK r � s zModel.trained_time_in_hoursc C s || _ dS )z� Sets the trained_time_in_hours of this Model. The total hours actually used for model training. :param trained_time_in_hours: The trained_time_in_hours of this Model. :type: float NrY )rH r rJ rJ rK r s c C s | j S )z� Gets the training_dataset of this Model. :return: The training_dataset of this Model. :rtype: oci.ai_document.models.Dataset �r8 rN rJ rJ rK r s zModel.training_datasetc C s || _ dS )z� Sets the training_dataset of this Model. :param training_dataset: The training_dataset of this Model. :type: oci.ai_document.models.Dataset NrZ )rH r rJ rJ rK r s c C s | j S )z� Gets the testing_dataset of this Model. :return: The testing_dataset of this Model. :rtype: oci.ai_document.models.Dataset �r9 rN rJ rJ rK r " s zModel.testing_datasetc C s || _ dS )z� Sets the testing_dataset of this Model. :param testing_dataset: The testing_dataset of this Model. :type: oci.ai_document.models.Dataset Nr[ )rH r rJ rJ rK r , s c C s | j S )z� Gets the validation_dataset of this Model. :return: The validation_dataset of this Model. :rtype: oci.ai_document.models.Dataset �r: rN rJ rJ rK r 6 s zModel.validation_datasetc C s || _ dS )z� Sets the validation_dataset of this Model. :param validation_dataset: The validation_dataset of this Model. :type: oci.ai_document.models.Dataset Nr\ )rH r rJ rJ rK r @ s c C s | j S )aa Gets the component_models of this Model. The `OCID`__ collection of active custom Key Value models that need to be composed. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :return: The component_models of this Model. :rtype: list[oci.ai_document.models.ComponentModel] �r; rN rJ rJ rK r J s zModel.component_modelsc C s || _ dS )ap Sets the component_models of this Model. The `OCID`__ collection of active custom Key Value models that need to be composed. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param component_models: The component_models of this Model. :type: list[oci.ai_document.models.ComponentModel] Nr] )rH r rJ rJ rK r X s c C s | j S )z� Gets the is_composed_model of this Model. Set to true when the model is created by using multiple key value extraction models. :return: The is_composed_model of this Model. :rtype: bool �r< rN rJ rJ rK r! f s zModel.is_composed_modelc C s || _ dS )z� Sets the is_composed_model of this Model. Set to true when the model is created by using multiple key value extraction models. :param is_composed_model: The is_composed_model of this Model. :type: bool Nr^ )rH r! rJ rJ rK r! r s c C s | j S )z� **[Required]** Gets the model_version of this Model. The version of the model. :return: The model_version of this Model. :rtype: str �r= rN rJ rJ rK r" ~ s zModel.model_versionc C s || _ dS )z� Sets the model_version of this Model. The version of the model. :param model_version: The model_version of this Model. :type: str Nr_ )rH r" rJ rJ rK r" � s c C s | j S )a **[Required]** Gets the project_id of this Model. The `OCID`__ of the project that contains the model. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :return: The project_id of this Model. :rtype: str �r> rN rJ rJ rK r# � s zModel.project_idc C s || _ dS )a Sets the project_id of this Model. The `OCID`__ of the project that contains the model. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param project_id: The project_id of this Model. :type: str Nr` )rH r# rJ rJ rK r# � s c C s | j S )z� **[Required]** Gets the time_created of this Model. When the model was created, as an RFC3339 datetime string. :return: The time_created of this Model. :rtype: datetime �r? rN rJ rJ rK r$ � s zModel.time_createdc C s || _ dS )z� Sets the time_created of this Model. When the model was created, as an RFC3339 datetime string. :param time_created: The time_created of this Model. :type: datetime Nra )rH r$ rJ rJ rK r$ � s c C s | j S )z� Gets the time_updated of this Model. When the model was updated, as an RFC3339 datetime string. :return: The time_updated of this Model. :rtype: datetime �r@ rN rJ rJ rK r% � s zModel.time_updatedc C s || _ dS )z� Sets the time_updated of this Model. When the model was updated, as an RFC3339 datetime string. :param time_updated: The time_updated of this Model. :type: datetime Nrb )rH r% rJ rJ rK r% � s c C s | j S )a� **[Required]** Gets the lifecycle_state of this Model. The current state of the model. Allowed values for this property are: "CREATING", "UPDATING", "ACTIVE", "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 )rA rN rJ rJ rK r& � s zModel.lifecycle_statec C s g d�}t ||�sd}|| _dS )z� Sets the lifecycle_state of this Model. The current state of the model. :param lifecycle_state: The lifecycle_state of this Model. :type: str )r r r r r r rR N)r rA )rH r& rS rJ rJ rK r& � s c C s | j S )a Gets the lifecycle_details of this Model. A message describing the current state in more detail, that can provide actionable information if training failed. :return: The lifecycle_details of this Model. :rtype: str �rB rN rJ rJ rK r' s zModel.lifecycle_detailsc C s || _ dS )a Sets the lifecycle_details of this Model. A message describing the current state in more detail, that can provide actionable information if training failed. :param lifecycle_details: The lifecycle_details of this Model. :type: str Nrc )rH r' rJ rJ rK r' s c C s | j S )z� Gets the metrics of this Model. :return: The metrics of this Model. :rtype: oci.ai_document.models.ModelMetrics �rC rN rJ rJ rK r( s z Model.metricsc C s || _ dS )z� Sets the metrics of this Model. :param metrics: The metrics of this Model. :type: oci.ai_document.models.ModelMetrics Nrd )rH r( rJ rJ rK r( " s c C s | j S )a; Gets the freeform_tags of this Model. A simple key-value pair that is applied without any predefined name, type, or scope. It exists for cross-compatibility only. For example: `{"bar-key": "value"}` :return: The freeform_tags of this Model. :rtype: dict(str, str) �rD rN rJ rJ rK r) , s zModel.freeform_tagsc C s || _ dS )aG Sets the freeform_tags of this Model. A simple key-value pair that is applied without any predefined name, type, or scope. It exists for cross-compatibility only. For example: `{"bar-key": "value"}` :param freeform_tags: The freeform_tags of this Model. :type: dict(str, str) Nre )rH r) rJ rJ rK r) 9 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 example: `{"foo-namespace": {"bar-key": "value"}}` :return: The defined_tags of this Model. :rtype: dict(str, dict(str, object)) �rE rN rJ rJ rK r* F 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 example: `{"foo-namespace": {"bar-key": "value"}}` :param defined_tags: The defined_tags of this Model. :type: dict(str, dict(str, object)) Nrf )rH r* rJ rJ rK r* S s c C s | j S )a, Gets the system_tags of this Model. Usage of system tag keys. These predefined keys are scoped to namespaces. For example: `{"orcl-cloud": {"free-tier-retained": "true"}}` :return: The system_tags of this Model. :rtype: dict(str, dict(str, object)) �rF rN rJ rJ rK r+ ` s zModel.system_tagsc C s || _ dS )a6 Sets the system_tags of this Model. Usage of system tag keys. These predefined keys are scoped to namespaces. For example: `{"orcl-cloud": {"free-tier-retained": "true"}}` :param system_tags: The system_tags of this Model. :type: dict(str, dict(str, object)) Nrg )rH r+ rJ rJ rK r+ m s c C s | j S )z� Gets the locks of this Model. Locks associated with this resource. :return: The locks of this Model. :rtype: list[oci.ai_document.models.ResourceLock] �rG rN rJ rJ rK r, z s z Model.locksc C s || _ dS )z� Sets the locks of this Model. Locks associated with this resource. :param locks: The locks of this Model. :type: list[oci.ai_document.models.ResourceLock] Nrh )rH r, rJ rJ rK r, � s c C s t | �S �N)r rN rJ rJ rK �__repr__� s zModel.__repr__c C s |d u r dS | j |j kS )NF)�__dict__�rH �otherrJ rJ rK �__eq__� s z Model.__eq__c C s | |k S ri rJ rl rJ rJ rK �__ne__� s z Model.__ne__N)-�__name__� __module__� __qualname__�__doc__Z MODEL_TYPE_KEY_VALUE_EXTRACTIONZ"MODEL_TYPE_DOCUMENT_CLASSIFICATIONZLIFECYCLE_STATE_CREATINGZLIFECYCLE_STATE_UPDATINGZLIFECYCLE_STATE_ACTIVEZLIFECYCLE_STATE_DELETINGZLIFECYCLE_STATE_DELETEDZLIFECYCLE_STATE_FAILEDrL �propertyr �setterr 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, rj rn ro rJ rJ rJ rK r s� O r N)Zoci.utilr r r Zoci.decoratorsr �objectr rJ rJ rJ rK �<module> s
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