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The Database Toolkit for Python

active 2025-03-192026-08-07 (UTC)

Partial coverage11,361 / 12,231 hourly files (93%) · 2 absent upstream · 867 failed, retryable2025-03-192026-08-10 (UTC)— sampled evenly across the window, so rankings and trends hold; absolute counts scale up.
Events
2.9K
Pushes
389
Pull requests
115
Issues
217
Stars
803
Forks
89

Activity over time

Daily event counts in the loaded window

Line chart, 507 days from 2025-03-19 to 2026-08-07. Pushes: 389 total, peak 8 in a day. Pull requests: 115 total, peak 7 in a day. Issues: 217 total, peak 8 in a day. Comments: 947 total, peak 29 in a day. Stars: 803 total, peak 15 in a day.

  • Pushes
  • Pull requests
  • Issues
  • Comments
  • Stars

Stars, PRs, issues and forks are under-captured in the later part of this window. GH Archive progressively stopped capturing non-push events during 2026 — −95% or worse by the end of the window. Every series here except Pushes fades for that reason, so a decline above reflects the archive, not this repository. Pushes stay reliable throughout, so read them, and the contributor counts derived from them, as the real signal. Data health has the measurements.

Top contributors

Pushes, PRs, issues, reviews and comments — stars and forks excluded, so this is contribution rather than popularity

ContributorContributionsPushesPRsComments
sqlalchemy-bot437348260
sqla-tester43001315
zzzeek310194190
CaselIT2961912185
KapilDagur360224
ashm-dev21078
Polandia94200112
KaliszS190019
dlax140210
suraj-ora-202012016
lysnikolaou11016
ovangle10034
chrispy-snps10007
aradkdj8026
edgarrmondragon8012
LucasMalor7005
emontnemery6022
loic-simon6012
methane5014
jkrejcha5012

Recent activity

Latest issues, pull requests and releases

  • Pull request#13483dependabot[bot]2026-08-07 15:13
  • Issue comment#10748sqla-tester2026-07-08 23:08
    schemes that attempt to reload modules are blocked by the inspection registry
  • Issue#13392sqlalchemy-bot2026-06-22 23:27
    fix class-scoped fixtures with "self"
  • Issue#13370dxbjavid2026-06-12 05:06
    hstore literal parser backtracks catastrophically on malformed input
  • Pull request#13358dependabot[bot]2026-06-08 15:12
  • Issue comment#13343CaselIT2026-06-02 20:14
    PostgreSQL ~(exp1 == any(exp2)) incorrectly compiles to exp1 != any(exp2)
  • Issue comment#13336sqla-tester2026-05-31 20:13
    Performance: loop-invariant _cloned_intersection recomputed per FROM in SelectState._get_display_froms (O(N²))
  • Issue comment#10827sqla-tester2026-05-27 22:39
    Extending lambda statements with non-lambda expressions creates bad bind parameters
  • Issue#5987sqlalchemy-bot2026-05-27 21:37
    Optimize selectinload with many to many relationship to avoid unnecessary join
  • Issue comment#13312zifo-102026-05-21 22:38
    test: add coverage for delete with nested alias exists
  • Issue comment#13191sqla-tester2026-05-20 19:53
    Fix floordiv (//) for float/numeric by int with div_is_floordiv dialects
  • Issue comment#13278sqla-tester2026-05-18 16:29
    omit_join optimization for selectinload on many-to-many relationships
  • Issue comment#13279sqla-tester2026-05-17 20:09
    document postgresql_nulls_not_distinct
  • Pull request#13288algojogacor2026-05-12 06:05
  • Issue#13281CaselIT2026-05-08 07:28
    Modernize type annotations to PEP 604 union syntax
  • Issue comment#13266sqla-tester2026-05-07 15:32
    Fixes: #10673: make declared_attr covariant
  • Issue comment#13266sqla-tester2026-05-07 15:32
    Fixes: #10673: make declared_attr covariant
  • Issue comment#13278sqla-tester2026-05-06 15:01
    omit_join optimization for selectinload on many-to-many relationships
  • Issue comment#13278bekapono2026-05-05 21:36
    omit_join optimization for selectinload on many-to-many relationships
  • Issue comment#13261ashm-dev2026-04-25 14:31
    Add sqlite.JSONB type for binary JSON storage (SQLite >= 3.45.0)
  • Pull request#13261ashm-dev2026-04-24 22:11
  • Issue comment#11450sqla-tester2026-04-23 18:29
    Ability to set the chunk size of a selectinload
  • Issue comment#13252DEVSOG122026-04-21 22:54
    GHSA-887w-45rq-vxgf: claimed fixed version 1.2.18 still ships pre-fix code (fix never backported to 1.2.x)
  • Issue comment#13248tapetersen2026-04-21 14:49
    Standalone asc()/desc() of a Mapped column not accepted to order_by in 2.1.0b2
  • Issue comment#11450sqla-tester2026-04-16 18:58
    Ability to set the chunk size of a selectinload

Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 803 stars here means stars gained during the window, not the repo's star count.