darrenleeweber commented on a change in pull request #6765: [WIP][AIRFLOW-5889]
Fix polling for AWS Batch job status
URL: https://github.com/apache/airflow/pull/6765#discussion_r356908842
##########
File path: airflow/contrib/operators/awsbatch_operator.py
##########
@@ -156,32 +179,68 @@ def _wait_for_task_ended(self):
waiter.config.max_attempts = sys.maxsize # timeout is managed by
airflow
waiter.wait(jobs=[self.jobId])
except ValueError:
- # If waiter not available use expo
+ self._poll_for_task_ended()
- # Allow a batch job some time to spin up. A random interval
- # decreases the chances of exceeding an AWS API throttle
- # limit when there are many concurrent tasks.
- pause = randint(5, 30)
+ def _poll_for_task_ended(self):
+ """
+ Poll for task status using a exponential backoff
- retries = 1
- while retries <= self.max_retries:
- self.log.info('AWS Batch job (%s) status check (%d of %d) in
the next %.2f seconds',
- self.jobId, retries, self.max_retries, pause)
- sleep(pause)
+ * docs.aws.amazon.com/general/latest/gr/api-retries.html
+ """
+ # Allow a batch job some time to spin up. A random interval
+ # decreases the chances of exceeding an AWS API throttle
+ # limit when there are many concurrent tasks.
+ pause = randint(5, 30)
+
+ retries = 1
+ while retries <= self.max_retries:
+ self.log.info(
+ 'AWS Batch job (%s) status check (%d of %d) in the next %.2f
seconds',
+ self.jobId,
+ retries,
+ self.max_retries,
+ pause,
+ )
+ sleep(pause)
+
+ response = self._get_job_status()
+ status = response['jobs'][-1]['status'] # check last job status
+ self.log.info('AWS Batch job (%s) status: %s', self.jobId, status)
+
+ # jobStatus:
'SUBMITTED'|'PENDING'|'RUNNABLE'|'STARTING'|'RUNNING'|'SUCCEEDED'|'FAILED'
+ if status in ['SUCCEEDED', 'FAILED']:
+ break
+
+ retries += 1
+ pause = 1 + pow(retries * 0.3, 2)
+
+ def _get_job_status(self) -> Optional[dict]:
+ """
+ Get job description
+ *
https://docs.aws.amazon.com/batch/latest/APIReference/API_DescribeJobs.html
+ """
+ tries = 0
+ while tries <= 10:
+ tries += 1
+ try:
response = self.client.describe_jobs(jobs=[self.jobId])
- status = response['jobs'][-1]['status']
- self.log.info('AWS Batch job (%s) status: %s', self.jobId,
status)
- if status in ['SUCCEEDED', 'FAILED']:
- break
-
- retries += 1
- pause = 1 + pow(retries * 0.3, 2)
+ if response and response.get('jobs'):
+ return response
+ except botocore.exceptions.ClientError as err:
+ response = err.response
+ self.log.info('Failed to get job status: ', response)
+ if response:
+ if response.get('Error', {}).get('Code') ==
'TooManyRequestsException':
+ self.log.info('Continue for TooManyRequestsException')
+ sleep(randint(1, 10)) # avoid excess requests with a
random pause
+ continue
+
+ self.log.error('Failed to get job status: ', self.jobId)
Review comment:
The latest commits should resolve this.
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