Running the same Spark Job in multiple Instances/threads

vasan212 — Sat, 16 Nov 2024 04:40:13 GMT

Hi All,

I have a use case where we have around 100 input files in S3 bucket and all the source file information are stored in a metadata table(File name, Source, source directory,Target e.t.c) which will be passed as a parameter to a spark batch Job via context variable. I need the Job to process all the files parallely instead of iteration, in such a way the Job will be triggered in a multiple instances at the same time with 100 different parameter(for 100 files).

Can this be achieved with Talend spark batch job?.

About the process in the Job: Job will fetch the file and push it as a parquet file format into another S3 bucket after partitioning.

Re: Running the same Spark Job in multiple Instances/threads

Anonymous — Mon, 30 Sep 2019 08:53:07 GMT

Hello,

Are you referring to call a child spark job by tRunJob? The parent standard job and child spark job.

Let us know if this article is what you are looking for.

https://community.talend.com/t5/Architecture-Best-Practices-and/Spark-Dynamic-Context/ta-p/33038

Best regards

Sabrina

topic Re: Running the same Spark Job in multiple Instances/threads in Talend Studio

Running the same Spark Job in multiple Instances/threads

Re: Running the same Spark Job in multiple Instances/threads