Class TaskGroup (0.13.0)

Version 0.13.0

• 0.17.31 (latest)
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TaskGroup(mapping=None, *, ignore_unknown_fields=False, **kwargs)

A TaskGroup defines one or more Tasks that all share the same TaskSpec.

Attributes
Name	Description
name	str Output only. TaskGroup name. The system generates this field based on parent Job name. For example: "projects/123456/locations/us-west1/jobs/job01/taskGroups/group01".
task_spec	google.cloud.batch_v1alpha.types.TaskSpec Required. Tasks in the group share the same task spec.
task_count	int Number of Tasks in the TaskGroup. Default is 1.
parallelism	int Max number of tasks that can run in parallel. Default to min(task_count, 1000). Field parallelism must be 1 if the scheduling_policy is IN_ORDER.
scheduling_policy	google.cloud.batch_v1alpha.types.TaskGroup.SchedulingPolicy Scheduling policy for Tasks in the TaskGroup. The default value is AS_SOON_AS_POSSIBLE.
allocation_policy	google.cloud.batch_v1alpha.types.AllocationPolicy Compute resource allocation for the TaskGroup. If specified, it overrides resources in Job.
labels	MutableMapping[str, str] Labels for the TaskGroup. Labels could be user provided or system generated. You can assign up to 64 labels. `Google Compute Engine label restrictions
task_environments	MutableSequence[google.cloud.batch_v1alpha.types.Environment] An array of environment variable mappings, which are passed to Tasks with matching indices. If task_environments is used then task_count should not be specified in the request (and will be ignored). Task count will be the length of task_environments. Tasks get a BATCH_TASK_INDEX and BATCH_TASK_COUNT environment variable, in addition to any environment variables set in task_environments, specifying the number of Tasks in the Task's parent TaskGroup, and the specific Task's index in the TaskGroup (0 through BATCH_TASK_COUNT - 1).
task_count_per_node	int Max number of tasks that can be run on a VM at the same time. If not specified, the system will decide a value based on available compute resources on a VM and task requirements.
require_hosts_file	bool When true, Batch will populate a file with a list of all VMs assigned to the TaskGroup and set the BATCH_HOSTS_FILE environment variable to the path of that file. Defaults to false.
permissive_ssh	bool When true, Batch will configure SSH to allow passwordless login between VMs running the Batch tasks in the same TaskGroup.

Classes

LabelsEntry

LabelsEntry(mapping=None, *, ignore_unknown_fields=False, **kwargs)

The abstract base class for a message.

Parameters
Name	Description
kwargs	dict Keys and values corresponding to the fields of the message.
mapping	Union[dict, .Message] A dictionary or message to be used to determine the values for this message.
ignore_unknown_fields	Optional(bool) If True, do not raise errors for unknown fields. Only applied if mapping is a mapping type or there are keyword parameters.

SchedulingPolicy

SchedulingPolicy(value)

How Tasks in the TaskGroup should be scheduled relative to each other.

Values: SCHEDULING_POLICY_UNSPECIFIED (0): Unspecified. AS_SOON_AS_POSSIBLE (1): Run Tasks as soon as resources are available.

    Tasks might be executed in parallel depending on parallelism
    and task_count values.
IN_ORDER (2):
    Run Tasks sequentially with increased task
    index.