Source code for airflow.providers.google.cloud.operators.dataprep

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"""This module contains a Google Dataprep operator."""

from airflow.models import BaseOperator
from airflow.providers.google.cloud.hooks.dataprep import GoogleDataprepHook
from airflow.utils.decorators import apply_defaults


[docs]class DataprepGetJobsForJobGroupOperator(BaseOperator): """ Get information about the batch jobs within a Cloud Dataprep job. API documentation https://clouddataprep.com/documentation/api#section/Overview .. seealso:: For more information on how to use this operator, take a look at the guide: :ref:`howto/operator:DataprepGetJobsForJobGroupOperator` :param job_id The ID of the job that will be requests :type job_id: int """
[docs] template_fields = ("job_id",)
@apply_defaults def __init__(self, *, dataprep_conn_id: str = "dataprep_default", job_id: int, **kwargs) -> None: super().__init__(**kwargs) self.dataprep_conn_id = (dataprep_conn_id,) self.job_id = job_id
[docs] def execute(self, context: dict) -> dict: self.log.info("Fetching data for job with id: %d ...", self.job_id) hook = GoogleDataprepHook( dataprep_conn_id="dataprep_default", ) response = hook.get_jobs_for_job_group(job_id=self.job_id) return response
[docs]class DataprepGetJobGroupOperator(BaseOperator): """ Get the specified job group. A job group is a job that is executed from a specific node in a flow. API documentation https://clouddataprep.com/documentation/api#section/Overview .. seealso:: For more information on how to use this operator, take a look at the guide: :ref:`howto/operator:DataprepGetJobGroupOperator` :param job_group_id: The ID of the job that will be requests :type job_group_id: int :param embed: Comma-separated list of objects to pull in as part of the response :type embed: string :param include_deleted: if set to "true", will include deleted objects :type include_deleted: bool """
[docs] template_fields = ("job_group_id", "embed")
@apply_defaults def __init__( self, *, dataprep_conn_id: str = "dataprep_default", job_group_id: int, embed: str, include_deleted: bool, **kwargs, ) -> None: super().__init__(**kwargs) self.dataprep_conn_id: str = dataprep_conn_id self.job_group_id = job_group_id self.embed = embed self.include_deleted = include_deleted
[docs] def execute(self, context: dict) -> dict: self.log.info("Fetching data for job with id: %d ...", self.job_group_id) hook = GoogleDataprepHook(dataprep_conn_id=self.dataprep_conn_id) response = hook.get_job_group( job_group_id=self.job_group_id, embed=self.embed, include_deleted=self.include_deleted, ) return response
[docs]class DataprepRunJobGroupOperator(BaseOperator): """ Create a ``jobGroup``, which launches the specified job as the authenticated user. This performs the same action as clicking on the Run Job button in the application. To get recipe_id please follow the Dataprep API documentation https://clouddataprep.com/documentation/api#operation/runJobGroup .. seealso:: For more information on how to use this operator, take a look at the guide: :ref:`howto/operator:DataprepRunJobGroupOperator` :param recipe_id: The identifier for the recipe you would like to run. :type recipe_id: int """
[docs] template_fields = ("body_request",)
def __init__(self, *, dataprep_conn_id: str = "dataprep_default", body_request: dict, **kwargs) -> None: super().__init__(**kwargs) self.body_request = body_request self.dataprep_conn_id = dataprep_conn_id
[docs] def execute(self, context: None) -> dict: self.log.info("Creating a job...") hook = GoogleDataprepHook(dataprep_conn_id=self.dataprep_conn_id) response = hook.run_job_group(body_request=self.body_request) return response

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