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JobSpecification Class

Specifies details of the Jobs to be created on a schedule.

All required parameters must be populated in order to send to Azure.

Inheritance
msrest.serialization.Model
JobSpecification

Constructor

JobSpecification(*, pool_info, priority: int = None, allow_task_preemption: bool = None, max_parallel_tasks: int = -1, display_name: str = None, uses_task_dependencies: bool = None, on_all_tasks_complete=None, on_task_failure=None, network_configuration=None, constraints=None, job_manager_task=None, job_preparation_task=None, job_release_task=None, common_environment_settings=None, metadata=None, **kwargs)

Parameters

Name Description
priority
Required
int

The priority of Jobs created under this schedule. Priority values can range from -1000 to 1000, with -1000 being the lowest priority and 1000 being the highest priority. The default value is 0. This priority is used as the default for all Jobs under the Job Schedule. You can update a Job's priority after it has been created using by using the update Job API.

allow_task_preemption
Required

Whether Tasks in this job can be preempted by other high priority jobs. If the value is set to True, other high priority jobs submitted to the system will take precedence and will be able requeue tasks from this job. You can update a job's allowTaskPreemption after it has been created using the update job API.

max_parallel_tasks
Required
int

The maximum number of tasks that can be executed in parallel for the job. The value of maxParallelTasks must be -1 or greater than 0 if specified. If not specified, the default value is -1, which means there's no limit to the number of tasks that can be run at once. You can update a job's maxParallelTasks after it has been created using the update job API. Default value: -1 .

display_name
Required
str

The name need not be unique and can contain any Unicode characters up to a maximum length of 1024.

uses_task_dependencies
Required

Whether Tasks in the Job can define dependencies on each other. The default is false.

on_all_tasks_complete
Required

The action the Batch service should take when all Tasks in a Job created under this schedule are in the completed state. Note that if a Job contains no Tasks, then all Tasks are considered complete. This option is therefore most commonly used with a Job Manager task; if you want to use automatic Job termination without a Job Manager, you should initially set onAllTasksComplete to noaction and update the Job properties to set onAllTasksComplete to terminatejob once you have finished adding Tasks. The default is noaction. Possible values include: 'noAction', 'terminateJob'

on_task_failure
Required

The action the Batch service should take when any Task fails in a Job created under this schedule. A Task is considered to have failed if it have failed if has a failureInfo. A failureInfo is set if the Task completes with a non-zero exit code after exhausting its retry count, or if there was an error starting the Task, for example due to a resource file download error. The default is noaction. Possible values include: 'noAction', 'performExitOptionsJobAction'

network_configuration
Required

The network configuration for the Job.

constraints
Required

The execution constraints for Jobs created under this schedule.

job_manager_task
Required

The details of a Job Manager Task to be launched when a Job is started under this schedule. If the Job does not specify a Job Manager Task, the user must explicitly add Tasks to the Job using the Task API. If the Job does specify a Job Manager Task, the Batch service creates the Job Manager Task when the Job is created, and will try to schedule the Job Manager Task before scheduling other Tasks in the Job.

job_preparation_task
Required

The Job Preparation Task for Jobs created under this schedule. If a Job has a Job Preparation Task, the Batch service will run the Job Preparation Task on a Node before starting any Tasks of that Job on that Compute Node.

job_release_task
Required

The Job Release Task for Jobs created under this schedule. The primary purpose of the Job Release Task is to undo changes to Nodes made by the Job Preparation Task. Example activities include deleting local files, or shutting down services that were started as part of Job preparation. A Job Release Task cannot be specified without also specifying a Job Preparation Task for the Job. The Batch service runs the Job Release Task on the Compute Nodes that have run the Job Preparation Task.

common_environment_settings
Required

Individual Tasks can override an environment setting specified here by specifying the same setting name with a different value.

pool_info
Required

Required. The Pool on which the Batch service runs the Tasks of Jobs created under this schedule.

metadata
Required

The Batch service does not assign any meaning to metadata; it is solely for the use of user code.

Keyword-Only Parameters

Name Description
pool_info
Required
priority
Required
allow_task_preemption
Required
max_parallel_tasks
Default value: -1
display_name
Required
uses_task_dependencies
Required
on_all_tasks_complete
Required
on_task_failure
Required
network_configuration
Required
constraints
Required
job_manager_task
Required
job_preparation_task
Required
job_release_task
Required
common_environment_settings
Required
metadata
Required

Methods

as_dict

Return a dict that can be JSONify using json.dump.

Advanced usage might optionally use a callback as parameter:

Key is the attribute name used in Python. Attr_desc is a dict of metadata. Currently contains 'type' with the msrest type and 'key' with the RestAPI encoded key. Value is the current value in this object.

The string returned will be used to serialize the key. If the return type is a list, this is considered hierarchical result dict.

See the three examples in this file:

  • attribute_transformer

  • full_restapi_key_transformer

  • last_restapi_key_transformer

If you want XML serialization, you can pass the kwargs is_xml=True.

deserialize

Parse a str using the RestAPI syntax and return a model.

enable_additional_properties_sending
from_dict

Parse a dict using given key extractor return a model.

By default consider key extractors (rest_key_case_insensitive_extractor, attribute_key_case_insensitive_extractor and last_rest_key_case_insensitive_extractor)

is_xml_model
serialize

Return the JSON that would be sent to azure from this model.

This is an alias to as_dict(full_restapi_key_transformer, keep_readonly=False).

If you want XML serialization, you can pass the kwargs is_xml=True.

validate

Validate this model recursively and return a list of ValidationError.

as_dict

Return a dict that can be JSONify using json.dump.

Advanced usage might optionally use a callback as parameter:

Key is the attribute name used in Python. Attr_desc is a dict of metadata. Currently contains 'type' with the msrest type and 'key' with the RestAPI encoded key. Value is the current value in this object.

The string returned will be used to serialize the key. If the return type is a list, this is considered hierarchical result dict.

See the three examples in this file:

  • attribute_transformer

  • full_restapi_key_transformer

  • last_restapi_key_transformer

If you want XML serialization, you can pass the kwargs is_xml=True.

as_dict(keep_readonly=True, key_transformer=<function attribute_transformer>, **kwargs)

Parameters

Name Description
key_transformer
<xref:function>

A key transformer function.

keep_readonly
Default value: True

Returns

Type Description

A dict JSON compatible object

deserialize

Parse a str using the RestAPI syntax and return a model.

deserialize(data, content_type=None)

Parameters

Name Description
data
Required
str

A str using RestAPI structure. JSON by default.

content_type
str

JSON by default, set application/xml if XML.

Default value: None

Returns

Type Description

An instance of this model

Exceptions

Type Description
DeserializationError if something went wrong

enable_additional_properties_sending

enable_additional_properties_sending()

from_dict

Parse a dict using given key extractor return a model.

By default consider key extractors (rest_key_case_insensitive_extractor, attribute_key_case_insensitive_extractor and last_rest_key_case_insensitive_extractor)

from_dict(data, key_extractors=None, content_type=None)

Parameters

Name Description
data
Required

A dict using RestAPI structure

content_type
str

JSON by default, set application/xml if XML.

Default value: None
key_extractors
Default value: None

Returns

Type Description

An instance of this model

Exceptions

Type Description
DeserializationError if something went wrong

is_xml_model

is_xml_model()

serialize

Return the JSON that would be sent to azure from this model.

This is an alias to as_dict(full_restapi_key_transformer, keep_readonly=False).

If you want XML serialization, you can pass the kwargs is_xml=True.

serialize(keep_readonly=False, **kwargs)

Parameters

Name Description
keep_readonly

If you want to serialize the readonly attributes

Default value: False

Returns

Type Description

A dict JSON compatible object

validate

Validate this model recursively and return a list of ValidationError.

validate()

Returns

Type Description

A list of validation error