Stress test #28
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Stress test #28
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pmhalvor
commented
Nov 7, 2024
| - Requires large network I/O for every request. Could be slow if many requests are made. | ||
| - Limits on size of requests. Forced to manually batching and sending requests, causing many more requests per run. Due to parallelism, this could mean many requests simultaneously, which the Cloud Run service will complain about and potentially block. | ||
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| #### B. _Load inputs through volume mounts_ |
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What authorization is needed to connect to a GCS bucket storage?
pmhalvor
commented
Nov 7, 2024
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Some checks for stress testing the pipeline
Run for different dates
Rerun for same dates to check behavior when data already exists
Resaving previously saved audio is a waste of compute. Refactor this to include some logic is the data already exists, skip upload.
Run for a long period
Could be useful to run for a a week at a time for a few different weeks. From these runs, we can calculate an average cost per day. That average can be used if you want to start taking requests for specific dates.
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