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[CI] AWS Batch serverless CI Pipeline for parallel notebook execution during website build step #791
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Codecov Report
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## master #791 +/- ##
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- Coverage 90.5% 81.49% -9.01%
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Files 64 64
Lines 6295 6295
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- Hits 5697 5130 -567
- Misses 598 1165 +567
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- Automatically set correct working directory - Manually set encoding; System environment may not be set up correctly for inferring encoding
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Job PR-791/123 is complete. |
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@szha @eric-haibin-lin please review and merge if everything looks good to you |
szha
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Jun 26, 2019
eric-haibin-lin
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Jun 27, 2019
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Description
Currently our CI takes more than 1 hour, running multiple Jenkinsfiles in parallel. The longest running is GluonNLP-py3-master-gpu-doc with expected runtime to gradually worsen as we add more examples.
This PR speeds up the GluonNLP-py3-master-gpu-doc run by parallelizing execution of our example notebooks with AWS Batch, scheduling a separate Job for each notebook. As a result, GluonNLP-py3-master-gpu-doc only runs 30 minutes, out of which 10 minutes are spent waiting for AWS Batch to begin execution. As AWS Batch service is expected to improve, we may hope for an execution time of ~20 minutes in the future.
Now, GluonNLP-py3-master-gpu-integration and GluonNLP-py3-gpu-integration are our longest running Jenkinsfiles.
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Essentials
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