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perf(replays): Optimize memory usage and deserialization performance #101195
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Codecov Report✅ All modified and coverable lines are covered by tests. Additional details and impacted files@@ Coverage Diff @@
## master #101195 +/- ##
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Coverage 81.02% 81.03%
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Files 8701 8703 +2
Lines 385959 386418 +459
Branches 24413 24413
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+ Hits 312737 313126 +389
- Misses 72871 72941 +70
Partials 351 351 |
…hub.com/getsentry/sentry into cmanallen/replays-consumer-parsing-perf
…hub.com/getsentry/sentry into cmanallen/replays-consumer-parsing-perf
billyvg
approved these changes
Oct 15, 2025
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msgspecallows us to partially deserialize a JSON payload. By removing the requirement to deserialize full and incremental snapshots, we a significantly increase the performance of the deserialization and significantly reduce the memory consumption.This is particularly important as our consumer suffers from memory usage issue and our single-threaded processing logic is a bottleneck to throughput improvements. Experiments demonstrated a 10x performance uplift and memory usage declined to, essentially, nil.
There is a downside. We can no longer read data from incremental snapshots or full snapshots. To do so would require allocating memory and defeat the purpose of this PR. Presently we don't do anything with those events except log some canvas events which, I think, are unimportant enough we can remove them.
Full plan: https://www.notion.so/sentry/Q4-25-Recording-Consumer-Improvements-28c8b10e4b5d803cb212e19aebefee81
Related: getsentry/pypi#1695