I am setting up Spark 2.2.0 in standalone mode (https://spark.apache.org/docs/latest/spark-standalone.html) and submitting spark jobs programatically using
SparkLauncher sparkAppLauncher = new SparkLauncher(userNameMap).setMaster(sparkMaster).setAppName(appName).....;
SparkAppHandle sparkAppHandle = sparkAppLauncher.startApplication();
I do have java client program that polls Job status for the jobs submitted programatically, for which i am using following REST endpoint. curl http://192.168.1.139:8080/json/ which provide JSON response as following,
{
"url" : "spark://192.168.1.139:7077",
"workers" : [ { "id" : "x", "host" : "x", "port" : x, "webuiaddress" : "x",
"cores" : x, "coresused" : x, "coresfree" : x, "memory" : xx,
"memoryused" : xx, "memoryfree" : xx, "state" : "x", "lastheartbeat" : x
}, { ...}, ],
"cores" : x,
"coresused" : x,
"memory" : x,
"memoryused" : x,
"activeapps" : [ ],
"completedapps" : [ { "starttime" : x, "id" : "app-xx-xxxx", "name" : "abc", "user" : "xx",
"memoryperslave" : x, "submitdate" : "x","state" : "FINISHED OR RUNNING", "duration" : x
}, {...}],
"activedrivers" : [ ],
"status" : "x"
}
In above response, I have observed state for completedapps is always FINISHED even if application fails, while on UI (http://master:8080), associated driver shows a failed state, as captured below.
Completed Applications
Application ID - app-20190925115750-0003
Name - EXPORT_TABLE%1707
Cores -
Memory per Executor
Submitted Time
User
State - FINISHED
Duration
Completed Drivers
Submission ID - driver-20190925115748-0003
Submitted Time-
Worker - worker-20190925112049-192.168.1.110-46224
State - FAILED
Cores
Memory
Referring to above example, Currently, My java client gets status for application (app-20190925115750-0003) FINISHED, even though it got failed (encountered exception) and associated driver shows "FAILED" state. I intend to show the final status in this case as FAILED.
It seems if i can co-relate, an application-id (app-20190925115750-0003) to driver-id (driver-20190925115748-0003), I can report a "FAILED" (final) status. I could not find any co-relation between them (appID --> driver ID).
Looking forward to your suggestions to resolving this or any possible approaches to achieve this. I have also come across some hidden REST APIs like http://xx.xx.xx.xx:6066/v1/submissions/status/driver-20190925115748-0003, which seems have a limited info returned in response.
