CreateModelDetails¶

class oci.data_science.models.CreateModelDetails(**kwargs)¶

Bases: object

Parameters needed to create a new model. Models are mathematical representations of the relationships between data. Models are represented by their associated metadata and artifact.

Methods

__init__(**kwargs) Initializes a new CreateModelDetails object with values from keyword arguments.

Attributes

`backup_setting`	Gets the backup_setting of this CreateModelDetails.
`compartment_id`	[Required] Gets the compartment_id of this CreateModelDetails.
`custom_metadata_list`	Gets the custom_metadata_list of this CreateModelDetails.
`defined_metadata_list`	Gets the defined_metadata_list of this CreateModelDetails.
`defined_tags`	Gets the defined_tags of this CreateModelDetails.
`description`	Gets the description of this CreateModelDetails.
`display_name`	Gets the display_name of this CreateModelDetails.
`freeform_tags`	Gets the freeform_tags of this CreateModelDetails.
`input_schema`	Gets the input_schema of this CreateModelDetails.
`model_version_set_id`	Gets the model_version_set_id of this CreateModelDetails.
`output_schema`	Gets the output_schema of this CreateModelDetails.
`project_id`	[Required] Gets the project_id of this CreateModelDetails.
`retention_setting`	Gets the retention_setting of this CreateModelDetails.
`version_label`	Gets the version_label of this CreateModelDetails.

__init__(**kwargs)¶

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

Parameters:

compartment_id (str) – The value to assign to the compartment_id property of this CreateModelDetails.
project_id (str) – The value to assign to the project_id property of this CreateModelDetails.
display_name (str) – The value to assign to the display_name property of this CreateModelDetails.
description (str) – The value to assign to the description property of this CreateModelDetails.
freeform_tags (dict(str, str)) – The value to assign to the freeform_tags property of this CreateModelDetails.
defined_tags (dict(str, dict(str, object))) – The value to assign to the defined_tags property of this CreateModelDetails.
custom_metadata_list (list[oci.data_science.models.Metadata]) – The value to assign to the custom_metadata_list property of this CreateModelDetails.
defined_metadata_list (list[oci.data_science.models.Metadata]) – The value to assign to the defined_metadata_list property of this CreateModelDetails.
input_schema (str) – The value to assign to the input_schema property of this CreateModelDetails.
output_schema (str) – The value to assign to the output_schema property of this CreateModelDetails.
model_version_set_id (str) – The value to assign to the model_version_set_id property of this CreateModelDetails.
version_label (str) – The value to assign to the version_label property of this CreateModelDetails.
retention_setting (oci.data_science.models.RetentionSetting) – The value to assign to the retention_setting property of this CreateModelDetails.
backup_setting (oci.data_science.models.BackupSetting) – The value to assign to the backup_setting property of this CreateModelDetails.

backup_setting¶

Gets the backup_setting of this CreateModelDetails.

Returns:	The backup_setting of this CreateModelDetails.
Return type:	oci.data_science.models.BackupSetting

compartment_id¶

[Required] Gets the compartment_id of this CreateModelDetails. The OCID of the compartment to create the model in.

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

custom_metadata_list¶

Gets the custom_metadata_list of this CreateModelDetails. An array of custom metadata details for the model.

Returns:	The custom_metadata_list of this CreateModelDetails.
Return type:	list[oci.data_science.models.Metadata]

defined_metadata_list¶

Gets the defined_metadata_list of this CreateModelDetails. An array of defined metadata details for the model.

Returns:	The defined_metadata_list of this CreateModelDetails.
Return type:	list[oci.data_science.models.Metadata]

defined_tags¶

Gets the defined_tags of this CreateModelDetails. Defined tags for this resource. Each key is predefined and scoped to a namespace. See Resource Tags. Example: {“Operations”: {“CostCenter”: “42”}}

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

description¶

Gets the description of this CreateModelDetails. A short description of the model.

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

display_name¶

Gets the display_name of this CreateModelDetails. A user-friendly display name for the resource. It does not have to be unique and can be modified. Avoid entering confidential information. Example: My Model

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

freeform_tags¶

Gets the freeform_tags of this CreateModelDetails. Free-form tags for this resource. Each tag is a simple key-value pair with no predefined name, type, or namespace. See Resource Tags. Example: {“Department”: “Finance”}

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

input_schema¶

Gets the input_schema of this CreateModelDetails. Input schema file content in String format

Returns:	The input_schema of this CreateModelDetails.
Return type:	str

model_version_set_id¶

Gets the model_version_set_id of this CreateModelDetails. The OCID of the model version set that the model is associated to.

Returns:	The model_version_set_id of this CreateModelDetails.
Return type:	str

output_schema¶

Gets the output_schema of this CreateModelDetails. Output schema file content in String format

Returns:	The output_schema of this CreateModelDetails.
Return type:	str

project_id¶

[Required] Gets the project_id of this CreateModelDetails. The OCID of the project to associate with the model.

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

retention_setting¶

Gets the retention_setting of this CreateModelDetails.

Returns:	The retention_setting of this CreateModelDetails.
Return type:	oci.data_science.models.RetentionSetting

version_label¶

Gets the version_label of this CreateModelDetails. The version label can add an additional description of the lifecycle state of the model or the application using/training the model.

Returns:	The version_label of this CreateModelDetails.
Return type:	str