o ɶdn@s8ddlmZmZmZddlmZeGdddeZdS))formatted_flat_dict NONE_SENTINEL#value_allowed_none_or_none_sentinel)init_model_state_from_kwargsc@seZdZdZdZdZdZdZdZdZ dZ d Z d d Z e d d Zejdd Ze ddZejddZe ddZejddZe ddZejddZe ddZejddZe ddZejddZe ddZejd dZe d!d"Zejd#d"Ze d$d%Zejd&d%Ze d'd(Zejd)d(Ze d*d+Zejd,d+Ze d-d.Zejd/d.Ze d0d1Zejd2d1Ze d3d4Zejd5d4Ze d6d7Zejd8d7Ze d9d:Zejd;d:Ze dd=Ze d?d@Z e jdAd@Z e dBdCZ!e!jdDdCZ!e dEdFZ"e"jdGdFZ"e dHdIZ#e#jdJdIZ#e dKdLZ$e$jdMdLZ$e dNdOZ%e%jdPdOZ%e dQdRZ&e&jdSdRZ&e dTdUZ'e'jdVdUZ'e dWdXZ(e(jdYdXZ(dZd[Z)d\d]Z*d^d_Z+d`S)aModelz Machine-learned Model. KEY_VALUE_EXTRACTIONDOCUMENT_CLASSIFICATIONCREATINGUPDATINGACTIVEDELETINGDELETEDFAILEDc Ksiddddddddddddddd d d d d ddddddddddddd dddddddddddd |_idddddddddddd dd!d d d d"d d#dd$dd%dd&dd'dd(dd)dd*d+d,d-d.d/d0d1d2d3d |_d4|_d4|_d4|_d4|_d4|_d4|_d4|_d4|_ d4|_ d4|_ d4|_ d4|_ d4|_d4|_d4|_d4|_d4|_d4|_d4|_d4|_d4|_d4|_d4|_d4|_d4|_d4|_d4S)5a 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)) idstr display_name descriptioncompartment_id model_type tenancy_id alias_namelabelsz list[str] is_quick_modeboolmax_training_time_in_hoursfloattrained_time_in_hourstraining_datasetZDatasettesting_datasetvalidation_datasetcomponent_modelszlist[ComponentModel]is_composed_model model_versiondatetimeZ ModelMetricszdict(str, str)zdict(str, dict(str, object))) project_id time_created time_updatedlifecycle_statelifecycle_detailsmetrics freeform_tags defined_tags system_tagsZ displayNameZ compartmentIdZ modelTypeZ tenancyIdZ aliasNameZ isQuickModeZmaxTrainingTimeInHoursZtrainedTimeInHoursZtrainingDatasetZtestingDatasetZvalidationDatasetZcomponentModelsZisComposedModelZ modelVersionZ projectIdZ timeCreatedZ timeUpdatedZlifecycleStateZlifecycleDetailsr)Z freeformTagsZ definedTagsZ systemTagsN)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)selfkwargsrI@usr/lib/python3.10/site-packages/oci/ai_document/models/model.py__init__2sr             zModel.__init__cC|jS)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-rGrIrIrJr zModel.idcC ||_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)rGrrIrIrJr cCrL)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.rNrIrIrJrrOzModel.display_namecCrP)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 NrR)rGrrIrIrJrrQcCrL)z Gets the description of this Model. An optional description of the model. :return: The description of this Model. :rtype: str r/rNrIrIrJr)rOzModel.descriptioncCrP)z Sets the description of this Model. An optional description of the model. :param description: The description of this Model. :type: str NrS)rGrrIrIrJr5rQcCrL)z **[Required]** Gets the compartment_id of this Model. The compartment identifier. :return: The compartment_id of this Model. :rtype: str r0rNrIrIrJrArOzModel.compartment_idcCrP)z Sets the compartment_id of this Model. The compartment identifier. :param compartment_id: The compartment_id of this Model. :type: str NrT)rGrrIrIrJrMrQcCrL)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 )r1rNrIrIrJrY zModel.model_typecCs ddg}t||s d}||_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 rrUNKNOWN_ENUM_VALUEN)rr1)rGrallowed_valuesrIrIrJrh  cCrL)z Gets the tenancy_id of this Model. The tenancy id of the model. :return: The tenancy_id of this Model. :rtype: str r2rNrIrIrJrwrOzModel.tenancy_idcCrP)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 NrY)rGrrIrIrJrrQcCrL)z Gets the alias_name of this Model. the alias name of the model. :return: The alias_name of this Model. :rtype: str r3rNrIrIrJrrOzModel.alias_namecCrP)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 NrZ)rGrrIrIrJrrQcCrL)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] r4rNrIrIrJrrOz Model.labelscCrP)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] Nr[)rGrrIrIrJrrQcCrL)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 r5rNrIrIrJrrOzModel.is_quick_modecCrP)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 Nr\)rGrrIrIrJrrQcCrL)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 r6rNrIrIrJrrOz Model.max_training_time_in_hourscCrP)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 Nr])rGrrIrIrJrrQcCrL)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 r7rNrIrIrJrrOzModel.trained_time_in_hourscCrP)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 Nr^)rGrrIrIrJrrQcCrL)z Gets the training_dataset of this Model. :return: The training_dataset of this Model. :rtype: oci.ai_document.models.Dataset r8rNrIrIrJrzModel.training_datasetcCrP)z Sets the training_dataset of this Model. :param training_dataset: The training_dataset of this Model. :type: oci.ai_document.models.Dataset Nr_)rGrrIrIrJr cCrL)z Gets the testing_dataset of this Model. :return: The testing_dataset of this Model. :rtype: oci.ai_document.models.Dataset r9rNrIrIrJrr`zModel.testing_datasetcCrP)z Sets the testing_dataset of this Model. :param testing_dataset: The testing_dataset of this Model. :type: oci.ai_document.models.Dataset Nrb)rGrrIrIrJr%racCrL)z Gets the validation_dataset of this Model. :return: The validation_dataset of this Model. :rtype: oci.ai_document.models.Dataset r:rNrIrIrJr/r`zModel.validation_datasetcCrP)z Sets the validation_dataset of this Model. :param validation_dataset: The validation_dataset of this Model. :type: oci.ai_document.models.Dataset Nrc)rGrrIrIrJr9racCrL)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;rNrIrIrJr C zModel.component_modelscCrP)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] Nrd)rGr rIrIrJr Q cCrL)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<rNrIrIrJr!_rOzModel.is_composed_modelcCrP)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 Nrg)rGr!rIrIrJr!krQcCrL)z **[Required]** Gets the model_version of this Model. The version of the model. :return: The model_version of this Model. :rtype: str r=rNrIrIrJr"wrOzModel.model_versioncCrP)z Sets the model_version of this Model. The version of the model. :param model_version: The model_version of this Model. :type: str Nrh)rGr"rIrIrJr"rQcCrL)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>rNrIrIrJr$rezModel.project_idcCrP)a Sets the project_id of this Model. The `OCID`__ of the project that contains the model. __ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm :param project_id: The project_id of this Model. :type: str Nri)rGr$rIrIrJr$rfcCrL)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?rNrIrIrJr%rOzModel.time_createdcCrP)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 Nrj)rGr%rIrIrJr%rQcCrL)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@rNrIrIrJr&rOzModel.time_updatedcCrP)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 Nrk)rGr&rIrIrJr&rQcCrL)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 )rArNrIrIrJr'rUzModel.lifecycle_statecCs gd}t||s d}||_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 rrVN)rrA)rGr'rWrIrIrJr'rXcCrL)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 rBrNrIrIrJr(rOzModel.lifecycle_detailscCrP)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 Nrl)rGr(rIrIrJr(rQcCrL)z Gets the metrics of this Model. :return: The metrics of this Model. :rtype: oci.ai_document.models.ModelMetrics rCrNrIrIrJr)r`z Model.metricscCrP)z Sets the metrics of this Model. :param metrics: The metrics of this Model. :type: oci.ai_document.models.ModelMetrics Nrm)rGr)rIrIrJr)racCrL)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) rDrNrIrIrJr*% zModel.freeform_tagscCrP)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) Nrn)rGr*rIrIrJr*2 cCrL)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)) rErNrIrIrJr+?rozModel.defined_tagscCrP)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)) Nrq)rGr+rIrIrJr+LrpcCrL)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)) rFrNrIrIrJr,YrozModel.system_tagscCrP)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)) Nrr)rGr,rIrIrJr,frpcCst|SN)rrNrIrIrJ__repr__sszModel.__repr__cCs|durdS|j|jkS)NF)__dict__rGotherrIrIrJ__eq__vs z Model.__eq__cCs ||k SrsrIrvrIrIrJ__ne__|s z Model.__ne__N),__name__ __module__ __qualname____doc__ZMODEL_TYPE_KEY_VALUE_EXTRACTIONZ"MODEL_TYPE_DOCUMENT_CLASSIFICATIONZLIFECYCLE_STATE_CREATINGZLIFECYCLE_STATE_UPDATINGZLIFECYCLE_STATE_ACTIVEZLIFECYCLE_STATE_DELETINGZLIFECYCLE_STATE_DELETEDZLIFECYCLE_STATE_FAILEDrKpropertyrsetterrrrrrrrrrrrrrr r!r"r$r%r&r'r(r)r*r+r,rtrxryrIrIrIrJr sH                                                      rN)Zoci.utilrrrZoci.decoratorsrobjectrrIrIrIrJs