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This commit adds self-diagnostic mode, as outlined in #903 When the environment variable `SPDL_PIPELINE_DIAGNOSTIC_MODE` is set, the build_pipeline function builds the pipeline in self-diagnostic mode. In this mode, the pipeline benchmark the stage function one-by-one, and reports the performance. This is useful when one needs to profile the pipeline in prod environment without changing the code. We will add a mechanism to configure callback and hook in self-diagnostic mode.
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This commit adds self-diagnostic mode, as outlined in #903
When the environment variable
SPDL_PIPELINE_DIAGNOSTIC_MODEis set, the build_pipeline function builds the pipeline in self-diagnostic mode.In this mode, the pipeline benchmark the stage function one-by-one, and reports the performance.
This is useful when one needs to profile the pipeline in prod environment without changing the code.
We will add a mechanism to configure callback and hook in self-diagnostic mode.