phani8996 commented on a change in pull request #3989: [AIRFLOW-1945] Autoscale 
celery workers for airflow added
URL: https://github.com/apache/incubator-airflow/pull/3989#discussion_r222279356
 
 

 ##########
 File path: airflow/config_templates/default_airflow.cfg
 ##########
 @@ -349,6 +349,14 @@ celery_app_name = airflow.executors.celery_executor
 # your worker box and the nature of your tasks
 worker_concurrency = 16
 
+# The minimum and maximum concurrency that will be used when starting workers 
with the
+# "airflow worker" command. This defines the number of task instances that
+# a worker will take, minimum numbers are created in beginning and scaled up 
and down
+# based on number of queued tasks. pick these numbers based on resources on
+# worker box and the nature of the task. If autoscale option is available 
worker_concurrency
+# will be ignored
+worker_autoscale = 12,16
 
 Review comment:
   I agree on not using default values but we don't have a provision to use 
shell functions here so that during execution we can get number of cores and 
all. What can be done in these scenarios.

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