flytekit.TaskMetadata#

class flytekit.TaskMetadata(cache=False, cache_serialize=False, cache_version='', interruptible=None, deprecated='', retries=0, timeout=None, pod_template_name=None)[source]#

Metadata for a Task. Things like retries and whether or not caching is turned on, and cache version are specified here.

See the IDL for the protobuf definition.

Parameters
  • cache (bool) – Indicates if caching should be enabled. See Caching

  • cache_serialize (bool) – Indicates if identical (ie. same inputs) instances of this task should be executed in serial when caching is enabled. See Caching

  • cache_version (str) – Version to be used for the cached value

  • interruptible (Optional[bool]) – Indicates that this task can be interrupted and/or scheduled on nodes with lower QoS guarantees that can include pre-emption. This can reduce the monetary cost executions incur at the cost of performance penalties due to potential interruptions

  • deprecated (str) – Can be used to provide a warning message for deprecated task. Absence or empty str indicates that the task is active and not deprecated

  • retries (int) – for retries=n; n > 0, on failures of this task, the task will be retried at-least n number of times.

  • timeout (Optional[Union[datetime.timedelta, int]]) – the max amount of time for which one execution of this task should be executed for. The execution will be terminated if the runtime exceeds the given timeout (approximately)

  • pod_template_name (Optional[str]) – the name of existing PodTemplate resource in the cluster which will be used in this task.

Return type

None

Methods

to_taskmetadata_model()[source]#

Converts to _task_model.TaskMetadata

Return type

flytekit.models.task.TaskMetadata

Attributes

cache: bool = False#
cache_serialize: bool = False#
cache_version: str = ''#
deprecated: str = ''#
interruptible: Optional[bool] = None#
pod_template_name: Optional[str] = None#
retries: int = 0#
retry_strategy#
timeout: Optional[Union[datetime.timedelta, int]] = None#