feat: migrate from psycopg2 to psycopg3 with connection pooling (#2489)

## Summary
- Replaces `psycopg2-binary` with `psycopg[binary,pool]>=3.1.8,<4` for
native async connection pooling
- Sets `conn_max_age=0` (persistent connections don't work correctly
under ASGI) and configures psycopg3's `ConnectionPool` with `min_size=2,
max_size=10`
- Changes `log_features` to use `@sync_to_async(thread_sensitive=False)`
so concurrent calls dispatch to different threads, each getting a
separate connection from the pool

## Why
With psycopg2, all `sync_to_async` calls from the same coroutine shared
a single thread and Postgres connection. Parallel DB calls via
`TaskGroup` were serialized at the connection level — zero improvement.
Benchmarks confirmed that with psycopg3's pool, 5 parallel calls now get
5 different threads and 5 different `pg_backend_pid`s. Parallel
`aexists` operations showed **15.6% improvement** (208ms → 175ms).

## Test plan
- [x] 538 tests pass, 0 failures, 12 skipped (pre-existing)
- [x] Ruff lint clean
- [x] Benchmark confirms multiple connections: 5 unique threads, 5
unique pg_pids
- [ ] Verify in staging that connection pool behaves correctly under
sustained load
This commit is contained in:
Kevin Turcios 2026-03-27 05:33:33 -05:00 committed by GitHub
parent f57229cb34
commit add5f4a76a
No known key found for this signature in database
GPG key ID: B5690EEEBB952194
4 changed files with 76 additions and 41 deletions

View file

@ -79,7 +79,10 @@ WSGI_APPLICATION: str = "aiservice.wsgi.application"
# Requires DATABASE_URL environment variable to be set
assert "DATABASE_URL" in os.environ, "DATABASE_URL environment variable not set"
DATABASES = {"default": dj_database_url.config(conn_max_age=600, conn_health_checks=True)}
DATABASES = {"default": dj_database_url.config(conn_max_age=0)}
# psycopg3 native connection pooling — replaces persistent connections (conn_max_age)
# which don't work correctly under ASGI. The pool is managed by psycopg_pool.ConnectionPool.
DATABASES["default"]["OPTIONS"] = {"pool": {"min_size": 2, "max_size": 10}}
# Password validation

View file

@ -26,7 +26,7 @@ def _positional_list(items: list[str] | None, index: int | None) -> list[str | N
return result
@sync_to_async
@sync_to_async(thread_sensitive=False)
@transaction.atomic
def log_features(
trace_id: str,

View file

@ -12,7 +12,7 @@ dependencies = [
"pydantic>=2.9.0",
"python-dotenv>=1.0.1,<2",
"dj-database-url>=2.2.0,<3",
"psycopg2-binary>=2.9.9,<3",
"psycopg[binary,pool]>=3.1.8,<4",
"gunicorn>=22.0.0,<23",
"uvicorn>=0.32.0,<0.33",
"libcst>=1.5.0,<2",

View file

@ -131,7 +131,7 @@ dependencies = [
{ name = "libcst" },
{ name = "openai", extra = ["aiohttp"] },
{ name = "posthog" },
{ name = "psycopg2-binary" },
{ name = "psycopg", extra = ["binary", "pool"] },
{ name = "pydantic" },
{ name = "python-dotenv" },
{ name = "ruff" },
@ -176,7 +176,7 @@ requires-dist = [
{ name = "libcst", specifier = ">=1.5.0,<2" },
{ name = "openai", extras = ["aiohttp"], specifier = ">=1.52.2,<2" },
{ name = "posthog", specifier = ">=3.5.0,<4" },
{ name = "psycopg2-binary", specifier = ">=2.9.9,<3" },
{ name = "psycopg", extras = ["binary", "pool"], specifier = ">=3.1.8,<4" },
{ name = "pydantic", specifier = ">=2.9.0" },
{ name = "python-dotenv", specifier = ">=1.0.1,<2" },
{ name = "ruff", specifier = ">=0.7.0" },
@ -1452,44 +1452,76 @@ wheels = [
]
[[package]]
name = "psycopg2-binary"
version = "2.9.11"
name = "psycopg"
version = "3.3.3"
source = { registry = "https://pypi.org/simple" }
sdist = { url = "https://files.pythonhosted.org/packages/ac/6c/8767aaa597ba424643dc87348c6f1754dd9f48e80fdc1b9f7ca5c3a7c213/psycopg2-binary-2.9.11.tar.gz", hash = "sha256:b6aed9e096bf63f9e75edf2581aa9a7e7186d97ab5c177aa6c87797cd591236c", size = 379620, upload-time = "2025-10-10T11:14:48.041Z" }
dependencies = [
{ name = "typing-extensions", marker = "python_full_version < '3.13'" },
{ name = "tzdata", marker = "sys_platform == 'win32'" },
]
sdist = { url = "https://files.pythonhosted.org/packages/d3/b6/379d0a960f8f435ec78720462fd94c4863e7a31237cf81bf76d0af5883bf/psycopg-3.3.3.tar.gz", hash = "sha256:5e9a47458b3c1583326513b2556a2a9473a1001a56c9efe9e587245b43148dd9", size = 165624, upload-time = "2026-02-18T16:52:16.546Z" }
wheels = [
{ url = "https://files.pythonhosted.org/packages/d8/91/f870a02f51be4a65987b45a7de4c2e1897dd0d01051e2b559a38fa634e3e/psycopg2_binary-2.9.11-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:be9b840ac0525a283a96b556616f5b4820e0526addb8dcf6525a0fa162730be4", size = 3756603, upload-time = "2025-10-10T11:11:52.213Z" },
{ url = "https://files.pythonhosted.org/packages/27/fa/cae40e06849b6c9a95eb5c04d419942f00d9eaac8d81626107461e268821/psycopg2_binary-2.9.11-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:f090b7ddd13ca842ebfe301cd587a76a4cf0913b1e429eb92c1be5dbeb1a19bc", size = 3864509, upload-time = "2025-10-10T11:11:56.452Z" },
{ url = "https://files.pythonhosted.org/packages/2d/75/364847b879eb630b3ac8293798e380e441a957c53657995053c5ec39a316/psycopg2_binary-2.9.11-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:ab8905b5dcb05bf3fb22e0cf90e10f469563486ffb6a96569e51f897c750a76a", size = 4411159, upload-time = "2025-10-10T11:12:00.49Z" },
{ url = "https://files.pythonhosted.org/packages/6f/a0/567f7ea38b6e1c62aafd58375665a547c00c608a471620c0edc364733e13/psycopg2_binary-2.9.11-cp312-cp312-manylinux2014_ppc64le.manylinux_2_17_ppc64le.whl", hash = "sha256:bf940cd7e7fec19181fdbc29d76911741153d51cab52e5c21165f3262125685e", size = 4468234, upload-time = "2025-10-10T11:12:04.892Z" },
{ url = "https://files.pythonhosted.org/packages/30/da/4e42788fb811bbbfd7b7f045570c062f49e350e1d1f3df056c3fb5763353/psycopg2_binary-2.9.11-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:fa0f693d3c68ae925966f0b14b8edda71696608039f4ed61b1fe9ffa468d16db", size = 4166236, upload-time = "2025-10-10T11:12:11.674Z" },
{ url = "https://files.pythonhosted.org/packages/3c/94/c1777c355bc560992af848d98216148be5f1be001af06e06fc49cbded578/psycopg2_binary-2.9.11-cp312-cp312-manylinux_2_38_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:a1cf393f1cdaf6a9b57c0a719a1068ba1069f022a59b8b1fe44b006745b59757", size = 3983083, upload-time = "2025-10-30T02:55:15.73Z" },
{ url = "https://files.pythonhosted.org/packages/bd/42/c9a21edf0e3daa7825ed04a4a8588686c6c14904344344a039556d78aa58/psycopg2_binary-2.9.11-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:ef7a6beb4beaa62f88592ccc65df20328029d721db309cb3250b0aae0fa146c3", size = 3652281, upload-time = "2025-10-10T11:12:17.713Z" },
{ url = "https://files.pythonhosted.org/packages/12/22/dedfbcfa97917982301496b6b5e5e6c5531d1f35dd2b488b08d1ebc52482/psycopg2_binary-2.9.11-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:31b32c457a6025e74d233957cc9736742ac5a6cb196c6b68499f6bb51390bd6a", size = 3298010, upload-time = "2025-10-10T11:12:22.671Z" },
{ url = "https://files.pythonhosted.org/packages/66/ea/d3390e6696276078bd01b2ece417deac954dfdd552d2edc3d03204416c0c/psycopg2_binary-2.9.11-cp312-cp312-musllinux_1_2_riscv64.whl", hash = "sha256:edcb3aeb11cb4bf13a2af3c53a15b3d612edeb6409047ea0b5d6a21a9d744b34", size = 3044641, upload-time = "2025-10-30T02:55:19.929Z" },
{ url = "https://files.pythonhosted.org/packages/12/9a/0402ded6cbd321da0c0ba7d34dc12b29b14f5764c2fc10750daa38e825fc/psycopg2_binary-2.9.11-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:62b6d93d7c0b61a1dd6197d208ab613eb7dcfdcca0a49c42ceb082257991de9d", size = 3347940, upload-time = "2025-10-10T11:12:26.529Z" },
{ url = "https://files.pythonhosted.org/packages/b1/d2/99b55e85832ccde77b211738ff3925a5d73ad183c0b37bcbbe5a8ff04978/psycopg2_binary-2.9.11-cp312-cp312-win_amd64.whl", hash = "sha256:b33fabeb1fde21180479b2d4667e994de7bbf0eec22832ba5d9b5e4cf65b6c6d", size = 2714147, upload-time = "2025-10-10T11:12:29.535Z" },
{ url = "https://files.pythonhosted.org/packages/ff/a8/a2709681b3ac11b0b1786def10006b8995125ba268c9a54bea6f5ae8bd3e/psycopg2_binary-2.9.11-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:b8fb3db325435d34235b044b199e56cdf9ff41223a4b9752e8576465170bb38c", size = 3756572, upload-time = "2025-10-10T11:12:32.873Z" },
{ url = "https://files.pythonhosted.org/packages/62/e1/c2b38d256d0dafd32713e9f31982a5b028f4a3651f446be70785f484f472/psycopg2_binary-2.9.11-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:366df99e710a2acd90efed3764bb1e28df6c675d33a7fb40df9b7281694432ee", size = 3864529, upload-time = "2025-10-10T11:12:36.791Z" },
{ url = "https://files.pythonhosted.org/packages/11/32/b2ffe8f3853c181e88f0a157c5fb4e383102238d73c52ac6d93a5c8bffe6/psycopg2_binary-2.9.11-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:8c55b385daa2f92cb64b12ec4536c66954ac53654c7f15a203578da4e78105c0", size = 4411242, upload-time = "2025-10-10T11:12:42.388Z" },
{ url = "https://files.pythonhosted.org/packages/10/04/6ca7477e6160ae258dc96f67c371157776564679aefd247b66f4661501a2/psycopg2_binary-2.9.11-cp313-cp313-manylinux2014_ppc64le.manylinux_2_17_ppc64le.whl", hash = "sha256:c0377174bf1dd416993d16edc15357f6eb17ac998244cca19bc67cdc0e2e5766", size = 4468258, upload-time = "2025-10-10T11:12:48.654Z" },
{ url = "https://files.pythonhosted.org/packages/3c/7e/6a1a38f86412df101435809f225d57c1a021307dd0689f7a5e7fe83588b1/psycopg2_binary-2.9.11-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:5c6ff3335ce08c75afaed19e08699e8aacf95d4a260b495a4a8545244fe2ceb3", size = 4166295, upload-time = "2025-10-10T11:12:52.525Z" },
{ url = "https://files.pythonhosted.org/packages/f2/7d/c07374c501b45f3579a9eb761cbf2604ddef3d96ad48679112c2c5aa9c25/psycopg2_binary-2.9.11-cp313-cp313-manylinux_2_38_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:84011ba3109e06ac412f95399b704d3d6950e386b7994475b231cf61eec2fc1f", size = 3983133, upload-time = "2025-10-30T02:55:24.329Z" },
{ url = "https://files.pythonhosted.org/packages/82/56/993b7104cb8345ad7d4516538ccf8f0d0ac640b1ebd8c754a7b024e76878/psycopg2_binary-2.9.11-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:ba34475ceb08cccbdd98f6b46916917ae6eeb92b5ae111df10b544c3a4621dc4", size = 3652383, upload-time = "2025-10-10T11:12:56.387Z" },
{ url = "https://files.pythonhosted.org/packages/2d/ac/eaeb6029362fd8d454a27374d84c6866c82c33bfc24587b4face5a8e43ef/psycopg2_binary-2.9.11-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:b31e90fdd0f968c2de3b26ab014314fe814225b6c324f770952f7d38abf17e3c", size = 3298168, upload-time = "2025-10-10T11:13:00.403Z" },
{ url = "https://files.pythonhosted.org/packages/2b/39/50c3facc66bded9ada5cbc0de867499a703dc6bca6be03070b4e3b65da6c/psycopg2_binary-2.9.11-cp313-cp313-musllinux_1_2_riscv64.whl", hash = "sha256:d526864e0f67f74937a8fce859bd56c979f5e2ec57ca7c627f5f1071ef7fee60", size = 3044712, upload-time = "2025-10-30T02:55:27.975Z" },
{ url = "https://files.pythonhosted.org/packages/9c/8e/b7de019a1f562f72ada81081a12823d3c1590bedc48d7d2559410a2763fe/psycopg2_binary-2.9.11-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:04195548662fa544626c8ea0f06561eb6203f1984ba5b4562764fbeb4c3d14b1", size = 3347549, upload-time = "2025-10-10T11:13:03.971Z" },
{ url = "https://files.pythonhosted.org/packages/80/2d/1bb683f64737bbb1f86c82b7359db1eb2be4e2c0c13b947f80efefa7d3e5/psycopg2_binary-2.9.11-cp313-cp313-win_amd64.whl", hash = "sha256:efff12b432179443f54e230fdf60de1f6cc726b6c832db8701227d089310e8aa", size = 2714215, upload-time = "2025-10-10T11:13:07.14Z" },
{ url = "https://files.pythonhosted.org/packages/64/12/93ef0098590cf51d9732b4f139533732565704f45bdc1ffa741b7c95fb54/psycopg2_binary-2.9.11-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:92e3b669236327083a2e33ccfa0d320dd01b9803b3e14dd986a4fc54aa00f4e1", size = 3756567, upload-time = "2025-10-10T11:13:11.885Z" },
{ url = "https://files.pythonhosted.org/packages/7c/a9/9d55c614a891288f15ca4b5209b09f0f01e3124056924e17b81b9fa054cc/psycopg2_binary-2.9.11-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:e0deeb03da539fa3577fcb0b3f2554a97f7e5477c246098dbb18091a4a01c16f", size = 3864755, upload-time = "2025-10-10T11:13:17.727Z" },
{ url = "https://files.pythonhosted.org/packages/13/1e/98874ce72fd29cbde93209977b196a2edae03f8490d1bd8158e7f1daf3a0/psycopg2_binary-2.9.11-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:9b52a3f9bb540a3e4ec0f6ba6d31339727b2950c9772850d6545b7eae0b9d7c5", size = 4411646, upload-time = "2025-10-10T11:13:24.432Z" },
{ url = "https://files.pythonhosted.org/packages/5a/bd/a335ce6645334fb8d758cc358810defca14a1d19ffbc8a10bd38a2328565/psycopg2_binary-2.9.11-cp314-cp314-manylinux2014_ppc64le.manylinux_2_17_ppc64le.whl", hash = "sha256:db4fd476874ccfdbb630a54426964959e58da4c61c9feba73e6094d51303d7d8", size = 4468701, upload-time = "2025-10-10T11:13:29.266Z" },
{ url = "https://files.pythonhosted.org/packages/44/d6/c8b4f53f34e295e45709b7568bf9b9407a612ea30387d35eb9fa84f269b4/psycopg2_binary-2.9.11-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:47f212c1d3be608a12937cc131bd85502954398aaa1320cb4c14421a0ffccf4c", size = 4166293, upload-time = "2025-10-10T11:13:33.336Z" },
{ url = "https://files.pythonhosted.org/packages/4b/e0/f8cc36eadd1b716ab36bb290618a3292e009867e5c97ce4aba908cb99644/psycopg2_binary-2.9.11-cp314-cp314-manylinux_2_38_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:e35b7abae2b0adab776add56111df1735ccc71406e56203515e228a8dc07089f", size = 3983184, upload-time = "2025-10-30T02:55:32.483Z" },
{ url = "https://files.pythonhosted.org/packages/53/3e/2a8fe18a4e61cfb3417da67b6318e12691772c0696d79434184a511906dc/psycopg2_binary-2.9.11-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:fcf21be3ce5f5659daefd2b3b3b6e4727b028221ddc94e6c1523425579664747", size = 3652650, upload-time = "2025-10-10T11:13:38.181Z" },
{ url = "https://files.pythonhosted.org/packages/76/36/03801461b31b29fe58d228c24388f999fe814dfc302856e0d17f97d7c54d/psycopg2_binary-2.9.11-cp314-cp314-musllinux_1_2_ppc64le.whl", hash = "sha256:9bd81e64e8de111237737b29d68039b9c813bdf520156af36d26819c9a979e5f", size = 3298663, upload-time = "2025-10-10T11:13:44.878Z" },
{ url = "https://files.pythonhosted.org/packages/97/77/21b0ea2e1a73aa5fa9222b2a6b8ba325c43c3a8d54272839c991f2345656/psycopg2_binary-2.9.11-cp314-cp314-musllinux_1_2_riscv64.whl", hash = "sha256:32770a4d666fbdafab017086655bcddab791d7cb260a16679cc5a7338b64343b", size = 3044737, upload-time = "2025-10-30T02:55:35.69Z" },
{ url = "https://files.pythonhosted.org/packages/67/69/f36abe5f118c1dca6d3726ceae164b9356985805480731ac6712a63f24f0/psycopg2_binary-2.9.11-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:c3cb3a676873d7506825221045bd70e0427c905b9c8ee8d6acd70cfcbd6e576d", size = 3347643, upload-time = "2025-10-10T11:13:53.499Z" },
{ url = "https://files.pythonhosted.org/packages/e1/36/9c0c326fe3a4227953dfb29f5d0c8ae3b8eb8c1cd2967aa569f50cb3c61f/psycopg2_binary-2.9.11-cp314-cp314-win_amd64.whl", hash = "sha256:4012c9c954dfaccd28f94e84ab9f94e12df76b4afb22331b1f0d3154893a6316", size = 2803913, upload-time = "2025-10-10T11:13:57.058Z" },
{ url = "https://files.pythonhosted.org/packages/c8/5b/181e2e3becb7672b502f0ed7f16ed7352aca7c109cfb94cf3878a9186db9/psycopg-3.3.3-py3-none-any.whl", hash = "sha256:f96525a72bcfade6584ab17e89de415ff360748c766f0106959144dcbb38c698", size = 212768, upload-time = "2026-02-18T16:46:27.365Z" },
]
[package.optional-dependencies]
binary = [
{ name = "psycopg-binary", marker = "implementation_name != 'pypy'" },
]
pool = [
{ name = "psycopg-pool" },
]
[[package]]
name = "psycopg-binary"
version = "3.3.3"
source = { registry = "https://pypi.org/simple" }
wheels = [
{ url = "https://files.pythonhosted.org/packages/90/15/021be5c0cbc5b7c1ab46e91cc3434eb42569f79a0592e67b8d25e66d844d/psycopg_binary-3.3.3-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:6698dbab5bcef8fdb570fc9d35fd9ac52041771bfcfe6fd0fc5f5c4e36f1e99d", size = 4591170, upload-time = "2026-02-18T16:48:55.594Z" },
{ url = "https://files.pythonhosted.org/packages/f1/54/a60211c346c9a2f8c6b272b5f2bbe21f6e11800ce7f61e99ba75cf8b63e1/psycopg_binary-3.3.3-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:329ff393441e75f10b673ae99ab45276887993d49e65f141da20d915c05aafd8", size = 4670009, upload-time = "2026-02-18T16:49:03.608Z" },
{ url = "https://files.pythonhosted.org/packages/c1/53/ac7c18671347c553362aadbf65f92786eef9540676ca24114cc02f5be405/psycopg_binary-3.3.3-cp312-cp312-manylinux2014_ppc64le.manylinux_2_17_ppc64le.whl", hash = "sha256:eb072949b8ebf4082ae24289a2b0fd724da9adc8f22743409d6fd718ddb379df", size = 5469735, upload-time = "2026-02-18T16:49:10.128Z" },
{ url = "https://files.pythonhosted.org/packages/7f/c3/4f4e040902b82a344eff1c736cde2f2720f127fe939c7e7565706f96dd44/psycopg_binary-3.3.3-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:263a24f39f26e19ed7fc982d7859a36f17841b05bebad3eb47bb9cd2dd785351", size = 5152919, upload-time = "2026-02-18T16:49:16.335Z" },
{ url = "https://files.pythonhosted.org/packages/0c/e7/d929679c6a5c212bcf738806c7c89f5b3d0919f2e1685a0e08d6ff877945/psycopg_binary-3.3.3-cp312-cp312-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:5152d50798c2fa5bd9b68ec68eb68a1b71b95126c1d70adaa1a08cd5eefdc23d", size = 6738785, upload-time = "2026-02-18T16:49:22.687Z" },
{ url = "https://files.pythonhosted.org/packages/69/b0/09703aeb69a9443d232d7b5318d58742e8ca51ff79f90ffe6b88f1db45e7/psycopg_binary-3.3.3-cp312-cp312-manylinux_2_38_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:9d6a1e56dd267848edb824dbeb08cf5bac649e02ee0b03ba883ba3f4f0bd54f2", size = 4979008, upload-time = "2026-02-18T16:49:27.313Z" },
{ url = "https://files.pythonhosted.org/packages/cc/a6/e662558b793c6e13a7473b970fee327d635270e41eded3090ef14045a6a5/psycopg_binary-3.3.3-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:73eaaf4bb04709f545606c1db2f65f4000e8a04cdbf3e00d165a23004692093e", size = 4508255, upload-time = "2026-02-18T16:49:31.575Z" },
{ url = "https://files.pythonhosted.org/packages/5f/7f/0f8b2e1d5e0093921b6f324a948a5c740c1447fbb45e97acaf50241d0f39/psycopg_binary-3.3.3-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:162e5675efb4704192411eaf8e00d07f7960b679cd3306e7efb120bb8d9456cc", size = 4189166, upload-time = "2026-02-18T16:49:35.801Z" },
{ url = "https://files.pythonhosted.org/packages/92/ec/ce2e91c33bc8d10b00c87e2f6b0fb570641a6a60042d6a9ae35658a3a797/psycopg_binary-3.3.3-cp312-cp312-musllinux_1_2_riscv64.whl", hash = "sha256:fab6b5e37715885c69f5d091f6ff229be71e235f272ebaa35158d5a46fd548a0", size = 3924544, upload-time = "2026-02-18T16:49:41.129Z" },
{ url = "https://files.pythonhosted.org/packages/c5/2f/7718141485f73a924205af60041c392938852aa447a94c8cbd222ff389a1/psycopg_binary-3.3.3-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:a4aab31bd6d1057f287c96c0effca3a25584eb9cc702f282ecb96ded7814e830", size = 4235297, upload-time = "2026-02-18T16:49:46.726Z" },
{ url = "https://files.pythonhosted.org/packages/57/f9/1add717e2643a003bbde31b1b220172e64fbc0cb09f06429820c9173f7fc/psycopg_binary-3.3.3-cp312-cp312-win_amd64.whl", hash = "sha256:59aa31fe11a0e1d1bcc2ce37ed35fe2ac84cd65bb9036d049b1a1c39064d0f14", size = 3547659, upload-time = "2026-02-18T16:49:52.999Z" },
{ url = "https://files.pythonhosted.org/packages/03/0a/cac9fdf1df16a269ba0e5f0f06cac61f826c94cadb39df028cdfe19d3a33/psycopg_binary-3.3.3-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:05f32239aec25c5fb15f7948cffdc2dc0dac098e48b80a140e4ba32b572a2e7d", size = 4590414, upload-time = "2026-02-18T16:50:01.441Z" },
{ url = "https://files.pythonhosted.org/packages/9c/c0/d8f8508fbf440edbc0099b1abff33003cd80c9e66eb3a1e78834e3fb4fb9/psycopg_binary-3.3.3-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:7c84f9d214f2d1de2fafebc17fa68ac3f6561a59e291553dfc45ad299f4898c1", size = 4669021, upload-time = "2026-02-18T16:50:08.803Z" },
{ url = "https://files.pythonhosted.org/packages/04/05/097016b77e343b4568feddf12c72171fc513acef9a4214d21b9478569068/psycopg_binary-3.3.3-cp313-cp313-manylinux2014_ppc64le.manylinux_2_17_ppc64le.whl", hash = "sha256:e77957d2ba17cada11be09a5066d93026cdb61ada7c8893101d7fe1c6e1f3925", size = 5467453, upload-time = "2026-02-18T16:50:14.985Z" },
{ url = "https://files.pythonhosted.org/packages/91/23/73244e5feb55b5ca109cede6e97f32ef45189f0fdac4c80d75c99862729d/psycopg_binary-3.3.3-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:42961609ac07c232a427da7c87a468d3c82fee6762c220f38e37cfdacb2b178d", size = 5151135, upload-time = "2026-02-18T16:50:24.82Z" },
{ url = "https://files.pythonhosted.org/packages/11/49/5309473b9803b207682095201d8708bbc7842ddf3f192488a69204e36455/psycopg_binary-3.3.3-cp313-cp313-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:ae07a3114313dd91fce686cab2f4c44af094398519af0e0f854bc707e1aeedf1", size = 6737315, upload-time = "2026-02-18T16:50:35.106Z" },
{ url = "https://files.pythonhosted.org/packages/d4/5d/03abe74ef34d460b33c4d9662bf6ec1dd38888324323c1a1752133c10377/psycopg_binary-3.3.3-cp313-cp313-manylinux_2_38_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:d257c58d7b36a621dcce1d01476ad8b60f12d80eb1406aee4cf796f88b2ae482", size = 4979783, upload-time = "2026-02-18T16:50:42.067Z" },
{ url = "https://files.pythonhosted.org/packages/f0/6c/3fbf8e604e15f2f3752900434046c00c90bb8764305a1b81112bff30ba24/psycopg_binary-3.3.3-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:07c7211f9327d522c9c47560cae00a4ecf6687f4e02d779d035dd3177b41cb12", size = 4509023, upload-time = "2026-02-18T16:50:50.116Z" },
{ url = "https://files.pythonhosted.org/packages/9c/6b/1a06b43b7c7af756c80b67eac8bfaa51d77e68635a8a8d246e4f0bb7604a/psycopg_binary-3.3.3-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:8e7e9eca9b363dbedeceeadd8be97149d2499081f3c52d141d7cd1f395a91f83", size = 4185874, upload-time = "2026-02-18T16:50:55.97Z" },
{ url = "https://files.pythonhosted.org/packages/2b/d3/bf49e3dcaadba510170c8d111e5e69e5ae3f981c1554c5bb71c75ce354bb/psycopg_binary-3.3.3-cp313-cp313-musllinux_1_2_riscv64.whl", hash = "sha256:cb85b1d5702877c16f28d7b92ba030c1f49ebcc9b87d03d8c10bf45a2f1c7508", size = 3925668, upload-time = "2026-02-18T16:51:03.299Z" },
{ url = "https://files.pythonhosted.org/packages/f8/92/0aac830ed6a944fe334404e1687a074e4215630725753f0e3e9a9a595b62/psycopg_binary-3.3.3-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:4d4606c84d04b80f9138d72f1e28c6c02dc5ae0c7b8f3f8aaf89c681ce1cd1b1", size = 4234973, upload-time = "2026-02-18T16:51:09.097Z" },
{ url = "https://files.pythonhosted.org/packages/2e/96/102244653ee5a143ece5afe33f00f52fe64e389dfce8dbc87580c6d70d3d/psycopg_binary-3.3.3-cp313-cp313-win_amd64.whl", hash = "sha256:74eae563166ebf74e8d950ff359be037b85723d99ca83f57d9b244a871d6c13b", size = 3551342, upload-time = "2026-02-18T16:51:13.892Z" },
{ url = "https://files.pythonhosted.org/packages/a2/71/7a57e5b12275fe7e7d84d54113f0226080423a869118419c9106c083a21c/psycopg_binary-3.3.3-cp314-cp314-macosx_10_15_x86_64.whl", hash = "sha256:497852c5eaf1f0c2d88ab74a64a8097c099deac0c71de1cbcf18659a8a04a4b2", size = 4607368, upload-time = "2026-02-18T16:51:19.295Z" },
{ url = "https://files.pythonhosted.org/packages/c7/04/cb834f120f2b2c10d4003515ef9ca9d688115b9431735e3936ae48549af8/psycopg_binary-3.3.3-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:258d1ea53464d29768bf25930f43291949f4c7becc706f6e220c515a63a24edd", size = 4687047, upload-time = "2026-02-18T16:51:23.84Z" },
{ url = "https://files.pythonhosted.org/packages/40/e9/47a69692d3da9704468041aa5ed3ad6fc7f6bb1a5ae788d261a26bbca6c7/psycopg_binary-3.3.3-cp314-cp314-manylinux2014_ppc64le.manylinux_2_17_ppc64le.whl", hash = "sha256:111c59897a452196116db12e7f608da472fbff000693a21040e35fc978b23430", size = 5487096, upload-time = "2026-02-18T16:51:29.645Z" },
{ url = "https://files.pythonhosted.org/packages/0b/b6/0e0dd6a2f802864a4ae3dbadf4ec620f05e3904c7842b326aafc43e5f464/psycopg_binary-3.3.3-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:17bb6600e2455993946385249a3c3d0af52cd70c1c1cdbf712e9d696d0b0bf1b", size = 5168720, upload-time = "2026-02-18T16:51:36.499Z" },
{ url = "https://files.pythonhosted.org/packages/6f/0d/977af38ac19a6b55d22dff508bd743fd7c1901e1b73657e7937c7cccb0a3/psycopg_binary-3.3.3-cp314-cp314-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:642050398583d61c9856210568eb09a8e4f2fe8224bf3be21b67a370e677eead", size = 6762076, upload-time = "2026-02-18T16:51:43.167Z" },
{ url = "https://files.pythonhosted.org/packages/34/40/912a39d48322cf86895c0eaf2d5b95cb899402443faefd4b09abbba6b6e1/psycopg_binary-3.3.3-cp314-cp314-manylinux_2_38_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:533efe6dc3a7cba5e2a84e38970786bb966306863e45f3db152007e9f48638a6", size = 4997623, upload-time = "2026-02-18T16:51:47.707Z" },
{ url = "https://files.pythonhosted.org/packages/98/0c/c14d0e259c65dc7be854d926993f151077887391d5a081118907a9d89603/psycopg_binary-3.3.3-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:5958dbf28b77ce2033482f6cb9ef04d43f5d8f4b7636e6963d5626f000efb23e", size = 4532096, upload-time = "2026-02-18T16:51:51.421Z" },
{ url = "https://files.pythonhosted.org/packages/39/21/8b7c50a194cfca6ea0fd4d1f276158307785775426e90700ab2eba5cd623/psycopg_binary-3.3.3-cp314-cp314-musllinux_1_2_ppc64le.whl", hash = "sha256:a6af77b6626ce92b5817bf294b4d45ec1a6161dba80fc2d82cdffdd6814fd023", size = 4208884, upload-time = "2026-02-18T16:51:57.336Z" },
{ url = "https://files.pythonhosted.org/packages/c7/2c/a4981bf42cf30ebba0424971d7ce70a222ae9b82594c42fc3f2105d7b525/psycopg_binary-3.3.3-cp314-cp314-musllinux_1_2_riscv64.whl", hash = "sha256:47f06fcbe8542b4d96d7392c476a74ada521c5aebdb41c3c0155f6595fc14c8d", size = 3944542, upload-time = "2026-02-18T16:52:04.266Z" },
{ url = "https://files.pythonhosted.org/packages/60/e9/b7c29b56aa0b85a4e0c4d89db691c1ceef08f46a356369144430c155a2f5/psycopg_binary-3.3.3-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:e7800e6c6b5dc4b0ca7cc7370f770f53ac83886b76afda0848065a674231e856", size = 4254339, upload-time = "2026-02-18T16:52:10.444Z" },
{ url = "https://files.pythonhosted.org/packages/98/5a/291d89f44d3820fffb7a04ebc8f3ef5dda4f542f44a5daea0c55a84abf45/psycopg_binary-3.3.3-cp314-cp314-win_amd64.whl", hash = "sha256:165f22ab5a9513a3d7425ffb7fcc7955ed8ccaeef6d37e369d6cc1dff1582383", size = 3652796, upload-time = "2026-02-18T16:52:14.02Z" },
]
[[package]]
name = "psycopg-pool"
version = "3.3.0"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "typing-extensions" },
]
sdist = { url = "https://files.pythonhosted.org/packages/56/9a/9470d013d0d50af0da9c4251614aeb3c1823635cab3edc211e3839db0bcf/psycopg_pool-3.3.0.tar.gz", hash = "sha256:fa115eb2860bd88fce1717d75611f41490dec6135efb619611142b24da3f6db5", size = 31606, upload-time = "2025-12-01T11:34:33.11Z" }
wheels = [
{ url = "https://files.pythonhosted.org/packages/e7/c3/26b8a0908a9db249de3b4169692e1c7c19048a9bc41a4d3209cee7dbb758/psycopg_pool-3.3.0-py3-none-any.whl", hash = "sha256:2e44329155c410b5e8666372db44276a8b1ebd8c90f1c3026ebba40d4bc81063", size = 39995, upload-time = "2025-12-01T11:34:29.761Z" },
]
[[package]]