Add p90 and p99 percentile tracking to pipeline performance stats#1306
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Add p90 and p99 percentile tracking to pipeline performance stats#1306
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@moto-meta has exported this pull request. If you are a Meta employee, you can view the originating Diff in D97726875. |
) Summary: Add p90 and p99 percentile tracking to SPDL pipeline performance statistics. Implements the P-square algorithm for streaming percentile estimation with O(1) memory and O(1) per-update complexity. Updates `TaskPerfStats` and `QueuePerfStats` dataclasses to include p90/p99 fields, modifies collection logic in hooks and queues to track percentiles, and updates logging to report the new metrics. Also updates the SQLite stats logger example to accommodate the schema changes. --- AI generated Summary & Test Plan from DEV122498560 Differential Revision: D97726875
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Summary:
Add p90 and p99 percentile tracking to SPDL pipeline performance statistics. Implements the P-square algorithm for streaming percentile estimation with O(1) memory and O(1) per-update complexity. Updates
TaskPerfStatsandQueuePerfStatsdataclasses to include p90/p99 fields, modifies collection logic in hooks and queues to track percentiles, and updates logging to report the new metrics. Also updates the SQLite stats logger example to accommodate the schema changes.AI generated Summary & Test Plan from DEV122498560
Differential Revision: D97726875