def describe_step(self, clusterid: str, stepid: str) -> dict:
"""
Return the transform job info associated with the name
:param clusterid: EMR Cluster ID
:type stepid: str: StepID
:return: A dict contains all the transform job info
"""
emr_hook = EmrHook(aws_conn_id=self.aws_conn_id)
emr = emr_hook.get_conn()
return emr.describe_step(ClusterId=clusterid, StepId=stepid)
def execute(self, context):
emr_hook = EmrHook(aws_conn_id=self.aws_conn_id)
emr = emr_hook.get_conn()
job_flow_id = self.job_flow_id or emr_hook.get_cluster_id_by_name(self.job_flow_name,
self.cluster_states)
if not job_flow_id:
raise AirflowException(f'No cluster found for name: {self.job_flow_name}')
if self.do_xcom_push:
context['ti'].xcom_push(key='job_flow_id', value=job_flow_id)
self.log.info('Adding steps to %s', job_flow_id)
response = emr.add_job_flow_steps(JobFlowId=job_flow_id, Steps=self.steps)
if not response['ResponseMetadata']['HTTPStatusCode'] == 200:
raise AirflowException('Adding steps failed: %s' % response)
else:
self.log.info('Steps %s added to JobFlow', response['StepIds'])
return response['StepIds']
def execute(self, context: Dict[str, Any]) -> List[str]:
emr_hook = EmrHook(aws_conn_id=self.aws_conn_id)
emr = emr_hook.get_conn()
job_flow_id = self.job_flow_id or emr_hook.get_cluster_id_by_name(
str(self.job_flow_name), self.cluster_states
)
if not job_flow_id:
raise AirflowException(f"No cluster found for name: {self.job_flow_name}")
if self.do_xcom_push:
context["ti"].xcom_push(key="job_flow_id", value=job_flow_id)
self.log.info("Adding steps to %s", job_flow_id)
# steps may arrive as a string representing a list
# e.g. if we used XCom or a file then: steps="[{ step1 }, { step2 }]"
steps = self.steps
if isinstance(steps, str):
steps = ast.literal_eval(steps)
response = emr.add_job_flow_steps(JobFlowId=job_flow_id, Steps=steps)
if not response["ResponseMetadata"]["HTTPStatusCode"] == 200:
raise AirflowException("Adding steps failed: %s" % response)
else:
# Assumption : ONly a single step is submitted each time.
step_ids = response["StepIds"]
step_id = step_ids[0]
if self.wait_for_completion:
self.check_status(
job_flow_id,
step_id,
self.describe_step,
self.check_interval,
)
self.log.info("Steps %s added to JobFlow", response["StepIds"])
return response["StepIds"]
def test_get_conn_returns_a_boto3_connection(self):
hook = EmrHook(aws_conn_id='aws_default')
self.assertIsNotNone(hook.get_conn().list_clusters())