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RM Server - Execution Time Limit
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For the process that are scheduled on the RM server, I am aware we can set the maximum time upto which it can run. Say I have set my process execution time to 30 minutes. Now once it exceeds the 30 minutes, it kills itself with below message.
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This is working as expected, but my question is, is there any way I can capture this message? What I am planning to do is, the process can get killed because of many reasons and I want to know how many times it stopped because it exceeded the time limit and other errors. I am expecting something like:
Between Aug 1 - Aug 15: My process got killed 15 times
- Time to live exceeded - 10
- Others - 5
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Answers
- Use our REST API to query failed jobs, e.g. via /executions/jobs?page=0&size=10000&state=ERROR, here you can also limit dates, e.g. by adding &submissionsFrom=1596232800000&submissionsTo=1598565600000
- Parse the requested JSON payload, look for the individual response for a job and the error field (see Swagger documentation here: https://app.swaggerhub.com/apis-docs/RapidMiner/Server/9.7.1#/JobResponse)
- Accumulate your results afterwards
For example you could create a python script to accumulate the results, do the REST requests and save to a data set. It's also possible to execute this python script within RapidMiner Execute Python afterwards if you create a RapidMiner process from it.