@samarth srivastava I created custom scripts using below service based approach to stop the components on all the hosts service wise. This is do not fit your requirement, though it will be helpful to know this too.
STEP1: Get components related to a service: HBASE is example
curl -s -u admin:$PASSWORD -H "X-Requested-By: ambari" -X GET http://$AMBARI_SERVER_HOST:8080/api/v1/clusters/$CLUSTER_NAME/services/HBASE|grep component_name
"component_name" : "HBASE_CLIENT",
"component_name" : "HBASE_MASTER",
"component_name" : "HBASE_REGIONSERVER",
"component_name" : "PHOENIX_QUERY_SERVER",
STEP2: Stop the components (in all hosts)
for COMP in HBASE_CLIENT HBASE_MASTER HBASE_REGIONSERVER PHOENIX_QUERY_SERVER;do
echo $COMP;
curl -u admin:$PASSWORD -H "X-Requested-By: ambari" -X PUT -d '{"RequestInfo":{"context":"Stop All Components"},"Body":{"ServiceComponentInfo":{"state":"INSTALLED"}}}' http://$AMBARI_SERVER_HOST:8080/api/v1/clusters/$CLUSTER_NAME/services/HBASE/components/$COMP;
done
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