Job¶

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

Bases: object

A job for training models.

Attributes

`LIFECYCLE_STATE_ACTIVE`	A constant which can be used with the lifecycle_state property of a Job.
`LIFECYCLE_STATE_CREATING`	A constant which can be used with the lifecycle_state property of a Job.
`LIFECYCLE_STATE_DELETED`	A constant which can be used with the lifecycle_state property of a Job.
`LIFECYCLE_STATE_DELETING`	A constant which can be used with the lifecycle_state property of a Job.
`LIFECYCLE_STATE_FAILED`	A constant which can be used with the lifecycle_state property of a Job.
`compartment_id`	[Required] Gets the compartment_id of this Job.
`created_by`	[Required] Gets the created_by of this Job.
`defined_tags`	Gets the defined_tags of this Job.
`description`	Gets the description of this Job.
`display_name`	Gets the display_name of this Job.
`freeform_tags`	Gets the freeform_tags of this Job.
`id`	[Required] Gets the id of this Job.
`job_configuration_details`	[Required] Gets the job_configuration_details of this Job.
`job_environment_configuration_details`	Gets the job_environment_configuration_details of this Job.
`job_infrastructure_configuration_details`	[Required] Gets the job_infrastructure_configuration_details of this Job.
`job_log_configuration_details`	Gets the job_log_configuration_details of this Job.
`job_node_configuration_details`	Gets the job_node_configuration_details of this Job.
`job_storage_mount_configuration_details_list`	Gets the job_storage_mount_configuration_details_list of this Job.
`lifecycle_details`	Gets the lifecycle_details of this Job.
`lifecycle_state`	[Required] Gets the lifecycle_state of this Job.
`project_id`	[Required] Gets the project_id of this Job.
`time_created`	[Required] Gets the time_created of this Job.

Methods

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

LIFECYCLE_STATE_ACTIVE = 'ACTIVE'¶: A constant which can be used with the lifecycle_state property of a Job. This constant has a value of “ACTIVE”

LIFECYCLE_STATE_CREATING = 'CREATING'¶: A constant which can be used with the lifecycle_state property of a Job. This constant has a value of “CREATING”

LIFECYCLE_STATE_DELETED = 'DELETED'¶: A constant which can be used with the lifecycle_state property of a Job. This constant has a value of “DELETED”

LIFECYCLE_STATE_DELETING = 'DELETING'¶: A constant which can be used with the lifecycle_state property of a Job. This constant has a value of “DELETING”

LIFECYCLE_STATE_FAILED = 'FAILED'¶: A constant which can be used with the lifecycle_state property of a Job. This constant has a value of “FAILED”

__init__(**kwargs)¶

Initializes a new Job 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 Job.
time_created (datetime) – The value to assign to the time_created property of this Job.
created_by (str) – The value to assign to the created_by property of this Job.
project_id (str) – The value to assign to the project_id property of this Job.
compartment_id (str) – The value to assign to the compartment_id property of this Job.
display_name (str) – The value to assign to the display_name property of this Job.
description (str) – The value to assign to the description property of this Job.
job_configuration_details (oci.data_science.models.JobConfigurationDetails) – The value to assign to the job_configuration_details property of this Job.
job_infrastructure_configuration_details (oci.data_science.models.JobInfrastructureConfigurationDetails) – The value to assign to the job_infrastructure_configuration_details property of this Job.
job_environment_configuration_details (oci.data_science.models.JobEnvironmentConfigurationDetails) – The value to assign to the job_environment_configuration_details property of this Job.
job_log_configuration_details (oci.data_science.models.JobLogConfigurationDetails) – The value to assign to the job_log_configuration_details property of this Job.
job_storage_mount_configuration_details_list (list[oci.data_science.models.StorageMountConfigurationDetails]) – The value to assign to the job_storage_mount_configuration_details_list property of this Job.
job_node_configuration_details (oci.data_science.models.JobNodeConfigurationDetails) – The value to assign to the job_node_configuration_details property of this Job.
lifecycle_state (str) – The value to assign to the lifecycle_state property of this Job. Allowed values for this property are: “CREATING”, “ACTIVE”, “DELETING”, “FAILED”, “DELETED”, ‘UNKNOWN_ENUM_VALUE’. Any unrecognized values returned by a service will be mapped to ‘UNKNOWN_ENUM_VALUE’.
lifecycle_details (str) – The value to assign to the lifecycle_details property of this Job.
freeform_tags (dict(str, str)) – The value to assign to the freeform_tags property of this Job.
defined_tags (dict(str, dict(str, object))) – The value to assign to the defined_tags property of this Job.

compartment_id¶

[Required] Gets the compartment_id of this Job. The OCID of the compartment where you want to create the job.

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

created_by¶

[Required] Gets the created_by of this Job. The OCID of the user who created the job.

Returns:	The created_by of this Job.
Return type:	str

defined_tags¶

Gets the defined_tags of this Job. 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 Job.
Return type:	dict(str, dict(str, object))

description¶

Gets the description of this Job. A short description of the job.

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

display_name¶

Gets the display_name of this Job. A user-friendly display name for the resource.

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

freeform_tags¶

Gets the freeform_tags of this Job. 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 Job.
Return type:	dict(str, str)

id¶

[Required] Gets the id of this Job. The OCID of the job.

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

job_configuration_details¶

[Required] Gets the job_configuration_details of this Job.

Returns:	The job_configuration_details of this Job.
Return type:	oci.data_science.models.JobConfigurationDetails

job_environment_configuration_details¶

Gets the job_environment_configuration_details of this Job.

Returns:	The job_environment_configuration_details of this Job.
Return type:	oci.data_science.models.JobEnvironmentConfigurationDetails

job_infrastructure_configuration_details¶

[Required] Gets the job_infrastructure_configuration_details of this Job.

Returns:	The job_infrastructure_configuration_details of this Job.
Return type:	oci.data_science.models.JobInfrastructureConfigurationDetails

job_log_configuration_details¶

Gets the job_log_configuration_details of this Job.

Returns:	The job_log_configuration_details of this Job.
Return type:	oci.data_science.models.JobLogConfigurationDetails

job_node_configuration_details¶

Gets the job_node_configuration_details of this Job.

Returns:	The job_node_configuration_details of this Job.
Return type:	oci.data_science.models.JobNodeConfigurationDetails

job_storage_mount_configuration_details_list¶

Gets the job_storage_mount_configuration_details_list of this Job. Collection of JobStorageMountConfigurationDetails.

Returns:	The job_storage_mount_configuration_details_list of this Job.
Return type:	list[oci.data_science.models.StorageMountConfigurationDetails]

lifecycle_details¶

Gets the lifecycle_details of this Job. The state of the job.

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

lifecycle_state¶

[Required] Gets the lifecycle_state of this Job. The state of the job.

Allowed values for this property are: “CREATING”, “ACTIVE”, “DELETING”, “FAILED”, “DELETED”, ‘UNKNOWN_ENUM_VALUE’. Any unrecognized values returned by a service will be mapped to ‘UNKNOWN_ENUM_VALUE’.

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

project_id¶

[Required] Gets the project_id of this Job. The OCID of the project to associate the job with.

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

time_created¶

[Required] Gets the time_created of this Job. The date and time the resource was created in the timestamp format defined by RFC3339. Example: 2020-08-06T21:10:29.41Z

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