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Once you set a quota for the number of parallel jobs, the next job that goes over quota will be throttled and you need to handle this in your submission process (e.g. re- submission after a back off period). There is a CloudWatch metric as well that shows you the number of throttled requests.
But if you want to keep a real-time view on the jobs, you need to keep track of the jobs in a repository such as DynamoDB to know precisely how many jobs are running in parallel at any given time. This needs a bit of more coding and potential use of AWS Step Functions for jobs submission to orchestrate.
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Thank you for the response, Behrang. That helps. However the proposed workaround would involve a bunch of work just to get the total jobs that are currently running. It is a surprise though that textract do not provide list_jobs() function like other aws services.