Skip to content

SparkDistributedBackend._is_support_stage_scheduling always prints warning #59

Open
@philipmat

Description

@philipmat

The else condition in SparkDistributedBackend._is_support_stage_scheduling seems to always print a "Spark version does not support stage-level scheduling." warning whether the context can be parallelize or not.

    def _is_support_stage_scheduling(self):
        spark_master = self._spark_context.master
        is_spark_local_mode = spark_master == "local" or spark_master.startswith("local[")
        if is_spark_local_mode:
            support_stage_scheduling = False
            warnings.warn("Spark local mode doesn't support stage-level scheduling.")
        else:
            support_stage_scheduling = hasattr(
                self._spark_context.parallelize([1]), "withResources"
            )
            warnings.warn("Spark version does not support stage-level scheduling.")
        return support_stage_scheduling

If seems like maybe it should only print the warning if support_state_scheduling was false?

        else:
            support_stage_scheduling = hasattr(
                self._spark_context.parallelize([1]), "withResources"
            )
            if not support_stage_scheduling:
                 warnings.warn("Spark version does not support stage-level scheduling.")

Metadata

Metadata

Assignees

No one assigned

    Labels

    No labels
    No labels

    Type

    No type

    Projects

    No projects

    Milestone

    No milestone

    Relationships

    None yet

    Development

    No branches or pull requests

    Issue actions