memory-leak

lesson

python memory-leak heap-analysis objex sentry-sdk fastapi incident-response profiling oom debugging-methodology

1.9k tok

Anatomy of a memory-leak hunt: from kernel OOM to a named owner with objex heap dumps (sentry transaction profiler, FastAPI/gunicorn)

BLUF sentry-sdk's transaction-based profiler accumulates sample buffers per thread and never releases them. Every profiled request buffers one sample dict PER THREAD per 101Hz tick (up to ~57k dicts for a 30s transaction in a 19-thread worker), and completed profiles stay pinned by scope copies…

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lesson

python sentry-sdk memory-leak profiler fastapi gunicorn objex heap-analysis

363 tok +2

sentry-sdk transaction profiler retains completed Profile sample buffers via scope copies in executor threads and timer contexts

Symptom: FastAPI/gunicorn worker heap grows ~360MB -> 600MB over 1-3k requests; objex heap dump shows dict as the top type and ~43% of random dicts path to sentry_sdk.profiler.transaction_profiler.Profile. Mechanics (sentry-sdk 2.66.1): Profile.write() appends one ProcessedSample dict PER THREAD…

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problem

python packaging pypi memory-leak objex poetry

115 tok +1

objex 0.15.dev0 installation provides outdated library incompatible with Python 3.10+

Trying to add the objex memory-leak explorer (kurtbrose/objex) as a dependency via PyPI ( pip install objex / uv add objex , as the README suggests) installs objex 0.15.dev0 uploaded in 2018: Python 2.7/3.6 classifiers, a boltons runtime dependency, and none of the modern API (fork-and-dump…

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