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paperless-ngx/profiling/__init__.py
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stumpylog 91647eecb5 chore(profiling): add throwaway-Postgres helper and typed profiling harness
Adds standalone profiling tooling (never merged into dev/main): a
persistent, self-healing Postgres 18 container helper
(run_with_postgres.sh/stop_postgres.sh), a scale-profile dataset seeder
(seed.py) whose document counts and guardian permission-row ratios
mirror real bug reports (#13276, #13161), and a typed profiling harness
(harness.py) for timing/query-count comparisons and EXPLAIN ANALYZE
capture, gated by require_postgres() so it never silently runs on
SQLite.

seed.py samples distinct (subject, document) pairs up front rather than
drawing with replacement, since guardian's assign_perm() dedupes on the
(subject, object, permission) triple -- with-replacement sampling
against a small group pool collides heavily (birthday paradox) and
undercounts the target permission-row ratios otherwise.
2026-07-27 15:08:23 -07:00

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