ModelSummary¶

class oci.ai_document.models.ModelSummary(**kwargs)¶

Bases: object

The metadata about the model.

Methods:

__init__(**kwargs)

Initializes a new ModelSummary object with values from keyword arguments.

Attributes:

`alias_name`	Gets the alias_name of this ModelSummary.
`compartment_id`	[Required] Gets the compartment_id of this ModelSummary.
`component_models`	Gets the component_models of this ModelSummary.
`defined_tags`	Gets the defined_tags of this ModelSummary.
`description`	Gets the description of this ModelSummary.
`display_name`	Gets the display_name of this ModelSummary.
`freeform_tags`	Gets the freeform_tags of this ModelSummary.
`id`	[Required] Gets the id of this ModelSummary.
`inference_units`	Gets the inference_units of this ModelSummary.
`is_composed_model`	Gets the is_composed_model of this ModelSummary.
`lifecycle_details`	Gets the lifecycle_details of this ModelSummary.
`lifecycle_state`	[Required] Gets the lifecycle_state of this ModelSummary.
`locks`	Gets the locks of this ModelSummary.
`model_type`	[Required] Gets the model_type of this ModelSummary.
`model_version`	[Required] Gets the model_version of this ModelSummary.
`precision`	Gets the precision of this ModelSummary.
`project_id`	[Required] Gets the project_id of this ModelSummary.
`system_tags`	Gets the system_tags of this ModelSummary.
`tenancy_id`	Gets the tenancy_id of this ModelSummary.
`testing_dataset`	Gets the testing_dataset of this ModelSummary.
`time_created`	[Required] Gets the time_created of this ModelSummary.
`time_updated`	Gets the time_updated of this ModelSummary.
`training_dataset`	Gets the training_dataset of this ModelSummary.
`validation_dataset`	Gets the validation_dataset of this ModelSummary.

__init__(**kwargs)¶

Initializes a new ModelSummary object with values from keyword arguments. The following keyword arguments are supported (corresponding to the getters/setters of this class):

Parameters

id (str) – The value to assign to the id property of this ModelSummary.
display_name (str) – The value to assign to the display_name property of this ModelSummary.
description (str) – The value to assign to the description property of this ModelSummary.
compartment_id (str) – The value to assign to the compartment_id property of this ModelSummary.
model_type (str) – The value to assign to the model_type property of this ModelSummary.
inference_units (int) – The value to assign to the inference_units property of this ModelSummary.
model_version (str) – The value to assign to the model_version property of this ModelSummary.
project_id (str) – The value to assign to the project_id property of this ModelSummary.
time_created (datetime) – The value to assign to the time_created property of this ModelSummary.
time_updated (datetime) – The value to assign to the time_updated property of this ModelSummary.
lifecycle_state (str) – The value to assign to the lifecycle_state property of this ModelSummary.
lifecycle_details (str) – The value to assign to the lifecycle_details property of this ModelSummary.
precision (float) – The value to assign to the precision property of this ModelSummary.
tenancy_id (str) – The value to assign to the tenancy_id property of this ModelSummary.
alias_name (str) – The value to assign to the alias_name property of this ModelSummary.
training_dataset (oci.ai_document.models.Dataset) – The value to assign to the training_dataset property of this ModelSummary.
testing_dataset (oci.ai_document.models.Dataset) – The value to assign to the testing_dataset property of this ModelSummary.
validation_dataset (oci.ai_document.models.Dataset) – The value to assign to the validation_dataset property of this ModelSummary.
component_models (list[oci.ai_document.models.ComponentModel]) – The value to assign to the component_models property of this ModelSummary.
is_composed_model (bool) – The value to assign to the is_composed_model property of this ModelSummary.
freeform_tags (dict(str, str)) – The value to assign to the freeform_tags property of this ModelSummary.
defined_tags (dict(str, dict(str, object))) – The value to assign to the defined_tags property of this ModelSummary.
system_tags (dict(str, dict(str, object))) – The value to assign to the system_tags property of this ModelSummary.
locks (list[oci.ai_document.models.ResourceLock]) – The value to assign to the locks property of this ModelSummary.

property alias_name¶

Gets the alias_name of this ModelSummary. the alias name of the model.

Returns: The alias_name of this ModelSummary.
Return type: str

property compartment_id¶

[Required] Gets the compartment_id of this ModelSummary. The compartment identifier.

Returns: The compartment_id of this ModelSummary.
Return type: str

property component_models¶

Gets the component_models of this ModelSummary. The OCID list of active custom Key Value models that need to be composed.

Returns: The component_models of this ModelSummary.
Return type: list[oci.ai_document.models.ComponentModel]

property defined_tags¶

Gets the defined_tags of this ModelSummary. Defined tags for this resource. Each key is predefined and scoped to a namespace. For example: {“foo-namespace”: {“bar-key”: “value”}}

Returns: The defined_tags of this ModelSummary.
Return type: dict(str, dict(str, object))

property description¶

Gets the description of this ModelSummary. An optional description of the model.

Returns: The description of this ModelSummary.
Return type: str

property display_name¶

Gets the display_name of this ModelSummary. A human-friendly name for the model, which can be changed.

Returns: The display_name of this ModelSummary.
Return type: str

property freeform_tags¶

Gets the freeform_tags of this ModelSummary. 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”}

Returns: The freeform_tags of this ModelSummary.
Return type: dict(str, str)

property id¶

[Required] Gets the id of this ModelSummary. A unique identifier that is immutable after creation.

Returns: The id of this ModelSummary.
Return type: str

property inference_units¶

Gets the inference_units of this ModelSummary. Number of replicas required for this model.

Returns: The inference_units of this ModelSummary.
Return type: int

property is_composed_model¶

Gets the is_composed_model of this ModelSummary. Set to true when the model is created by using multiple key value extraction models.

Returns: The is_composed_model of this ModelSummary.
Return type: bool

property lifecycle_details¶

Gets the lifecycle_details of this ModelSummary. A message describing the current state in more detail, that can provide actionable information if training failed.

Returns: The lifecycle_details of this ModelSummary.
Return type: str

property lifecycle_state¶

[Required] Gets the lifecycle_state of this ModelSummary. The current state of the model.

Returns: The lifecycle_state of this ModelSummary.
Return type: str

property locks¶

Gets the locks of this ModelSummary. Locks associated with this resource.

Returns: The locks of this ModelSummary.
Return type: list[oci.ai_document.models.ResourceLock]

property model_type¶

[Required] Gets the model_type of this ModelSummary. The type of the Document model.

Returns: The model_type of this ModelSummary.
Return type: str

property model_version¶

[Required] Gets the model_version of this ModelSummary. The version of the model.

Returns: The model_version of this ModelSummary.
Return type: str

property precision¶

Gets the precision of this ModelSummary. The precision of the trained model.

Returns: The precision of this ModelSummary.
Return type: float

property project_id¶

[Required] Gets the project_id of this ModelSummary. The OCID of the project that contains the model.

Returns: The project_id of this ModelSummary.
Return type: str

property system_tags¶

Gets the system_tags of this ModelSummary. Usage of system tag keys. These predefined keys are scoped to namespaces. For example: {“orcl-cloud”: {“free-tier-retained”: “true”}}

Returns: The system_tags of this ModelSummary.
Return type: dict(str, dict(str, object))

property tenancy_id¶

Gets the tenancy_id of this ModelSummary. The tenancy id of the model.

Returns: The tenancy_id of this ModelSummary.
Return type: str

property testing_dataset¶

Gets the testing_dataset of this ModelSummary.

Returns: The testing_dataset of this ModelSummary.
Return type: oci.ai_document.models.Dataset

property time_created¶

[Required] Gets the time_created of this ModelSummary. When the model was created, as an RFC3339 datetime string.

Returns: The time_created of this ModelSummary.
Return type: datetime

property time_updated¶

Gets the time_updated of this ModelSummary. When the model was modified, as an RFC3339 datetime string.

Returns: The time_updated of this ModelSummary.
Return type: datetime

property training_dataset¶

Gets the training_dataset of this ModelSummary.

Returns: The training_dataset of this ModelSummary.
Return type: oci.ai_document.models.Dataset

property validation_dataset¶

Gets the validation_dataset of this ModelSummary.

Returns: The validation_dataset of this ModelSummary.
Return type: oci.ai_document.models.Dataset