Skip to content

Commit 6f5203a

Browse files
ntkatholentkathole
committed
feat: Use orjson for faster JSON serialization in feature server
Signed-off-by: ntkathole <nikhilkathole2683@gmail.com>
1 parent ea85e63 commit 6f5203a

17 files changed

Lines changed: 746 additions & 52 deletions

‎pyproject.toml‎

Lines changed: 1 addition & 0 deletions
Original file line numberDiff line numberDiff line change
@@ -43,6 +43,7 @@ dependencies = [
4343
"psutil",
4444
"bigtree>=0.19.2",
4545
"pyjwt",
46+
"orjson>=3.9.0",
4647
]
4748

4849
[project.optional-dependencies]

‎sdk/python/feast/feature_server.py‎

Lines changed: 7 additions & 7 deletions
Original file line numberDiff line numberDiff line change
@@ -39,7 +39,7 @@
3939
)
4040
from fastapi.concurrency import run_in_threadpool
4141
from fastapi.logger import logger
42-
from fastapi.responses import JSONResponse
42+
from fastapi.responses import JSONResponse, ORJSONResponse
4343
from fastapi.staticfiles import StaticFiles
4444
from google.protobuf.json_format import MessageToDict
4545
from prometheus_client import Gauge, start_http_server
@@ -324,7 +324,7 @@ async def lifespan(app: FastAPI):
324324
"/get-online-features",
325325
dependencies=[Depends(inject_user_details)],
326326
)
327-
async def get_online_features(request: GetOnlineFeaturesRequest) -> Dict[str, Any]:
327+
async def get_online_features(request: GetOnlineFeaturesRequest) -> ORJSONResponse:
328328
# Initialize parameters for FeatureStore.get_online_features(...) call
329329
features = await _get_features(request, store)
330330

@@ -341,22 +341,22 @@ async def get_online_features(request: GetOnlineFeaturesRequest) -> Dict[str, An
341341
lambda: store.get_online_features(**read_params) # type: ignore
342342
)
343343

344-
# Convert the Protobuf object to JSON and return it
344+
# Convert Protobuf to dict, then use ORJSONResponse for faster JSON serialization
345345
response_dict = await run_in_threadpool(
346346
MessageToDict,
347347
response.proto,
348348
preserving_proto_field_name=True,
349349
float_precision=18,
350350
)
351-
return response_dict
351+
return ORJSONResponse(content=response_dict)
352352

353353
@app.post(
354354
"/retrieve-online-documents",
355355
dependencies=[Depends(inject_user_details)],
356356
)
357357
async def retrieve_online_documents(
358358
request: GetOnlineDocumentsRequest,
359-
) -> Dict[str, Any]:
359+
) -> ORJSONResponse:
360360
logger.warning(
361361
"This endpoint is in alpha and will be moved to /get-online-features when stable."
362362
)
@@ -376,14 +376,14 @@ async def retrieve_online_documents(
376376
lambda: store.retrieve_online_documents(**read_params) # type: ignore
377377
)
378378

379-
# Convert the Protobuf object to JSON and return it
379+
# Convert Protobuf to dict, then use ORJSONResponse for faster JSON serialization
380380
response_dict = await run_in_threadpool(
381381
MessageToDict,
382382
response.proto,
383383
preserving_proto_field_name=True,
384384
float_precision=18,
385385
)
386-
return response_dict
386+
return ORJSONResponse(content=response_dict)
387387

388388
@app.post("/push", dependencies=[Depends(inject_user_details)])
389389
async def push(request: PushFeaturesRequest) -> Response:

‎sdk/python/requirements/py3.10-ci-requirements.txt‎

Lines changed: 3 additions & 1 deletion
Original file line numberDiff line numberDiff line change
@@ -3002,7 +3002,9 @@ orjson==3.11.7 \
30023002
--hash=sha256:f4f7c956b5215d949a1f65334cf9d7612dde38f20a95f2315deef167def91a6f \
30033003
--hash=sha256:f50979824bde13d32b4320eedd513431c921102796d86be3eee0b58e58a3ecd1 \
30043004
--hash=sha256:f904c24bdeabd4298f7a977ef14ca2a022ca921ed670b92ecd16ab6f3d01f867
3005-
# via trino
3005+
# via
3006+
# feast (pyproject.toml)
3007+
# trino
30063008
overrides==7.7.0 \
30073009
--hash=sha256:55158fa3d93b98cc75299b1e67078ad9003ca27945c76162c1c0766d6f91820a \
30083010
--hash=sha256:c7ed9d062f78b8e4c1a7b70bd8796b35ead4d9f510227ef9c5dc7626c60d7e49

‎sdk/python/requirements/py3.10-minimal-requirements.txt‎

Lines changed: 79 additions & 3 deletions
Original file line numberDiff line numberDiff line change
@@ -1698,6 +1698,82 @@ oauthlib==3.3.1 \
16981698
--hash=sha256:0f0f8aa759826a193cf66c12ea1af1637f87b9b4622d46e866952bb022e538c9 \
16991699
--hash=sha256:88119c938d2b8fb88561af5f6ee0eec8cc8d552b7bb1f712743136eb7523b7a1
17001700
# via requests-oauthlib
1701+
orjson==3.11.7 \
1702+
--hash=sha256:043d3006b7d32c7e233b8cfb1f01c651013ea079e08dcef7189a29abd8befe11 \
1703+
--hash=sha256:0527a4510c300e3b406591b0ba69b5dc50031895b0a93743526a3fc45f59d26e \
1704+
--hash=sha256:0724e265bc548af1dedebd9cb3d24b4e1c1e685a343be43e87ba922a5c5fff2f \
1705+
--hash=sha256:136dcd6a2e796dfd9ffca9fc027d778567b0b7c9968d092842d3c323cef88aa8 \
1706+
--hash=sha256:14f440c7268c8f8633d1b3d443a434bd70cb15686117ea6beff8fdc8f5917a1e \
1707+
--hash=sha256:1d98b30cc1313d52d4af17d9c3d307b08389752ec5f2e5febdfada70b0f8c733 \
1708+
--hash=sha256:1eb80451a9c351a71dfaf5b7ccc13ad065405217726b59fdbeadbcc544f9d223 \
1709+
--hash=sha256:1ee5cc7160a821dfe14f130bc8e63e7611051f964b463d9e2a3a573204446a4d \
1710+
--hash=sha256:23d6c20517a97a9daf1d48b580fcdc6f0516c6f4b5038823426033690b4d2650 \
1711+
--hash=sha256:26c3b9132f783b7d7903bf1efb095fed8d4a3a85ec0d334ee8beff3d7a4749d5 \
1712+
--hash=sha256:31c80ce534ac4ea3739c5ee751270646cbc46e45aea7576a38ffec040b4029a1 \
1713+
--hash=sha256:3726be79e36e526e3d9c1aceaadbfb4a04ee80a72ab47b3f3c17fefb9812e7b8 \
1714+
--hash=sha256:390a1dce0c055ddf8adb6aa94a73b45a4a7d7177b5c584b8d1c1947f2ba60fb3 \
1715+
--hash=sha256:3a2479753bbb95b0ebcf7969f562cdb9668e6d12416a35b0dda79febf89cdea2 \
1716+
--hash=sha256:3c4bc6c6ac52cdaa267552544c73e486fecbd710b7ac09bc024d5a78555a22f6 \
1717+
--hash=sha256:411ebaf34d735e25e358a6d9e7978954a9c9d58cfb47bc6683cdc3964cd2f910 \
1718+
--hash=sha256:4682d1db3bcebd2b64757e0ddf9e87ae5f00d29d16c5cdf3a62f561d08cc3dd2 \
1719+
--hash=sha256:4a2e9c5be347b937a2e0203866f12bba36082e89b402ddb9e927d5822e43088d \
1720+
--hash=sha256:57036b27ac8a25d81112eb0cc9835cd4833c5b16e1467816adc0015f59e870dc \
1721+
--hash=sha256:5ede977b5fe5ac91b1dffc0a517ca4542d2ec8a6a4ff7b2652d94f640796342a \
1722+
--hash=sha256:5fdfad2093bdd08245f2e204d977facd5f871c88c4a71230d5bcbd0e43bf6222 \
1723+
--hash=sha256:623ad1b9548ef63886319c16fa317848e465a21513b31a6ad7b57443c3e0dcf5 \
1724+
--hash=sha256:652c6c3af76716f4a9c290371ba2e390ede06f6603edb277b481daf37f6f464e \
1725+
--hash=sha256:6543001328aa857187f905308a028935864aefe9968af3848401b6fe80dbb471 \
1726+
--hash=sha256:6e776b998ac37c0396093d10290e60283f59cfe0fc3fccbd0ccc4bd04dd19892 \
1727+
--hash=sha256:71924496986275a737f38e3f22b4e0878882b3f7a310d2ff4dc96e812789120c \
1728+
--hash=sha256:733ae23ada68b804b222c44affed76b39e30806d38660bf1eb200520d259cc16 \
1729+
--hash=sha256:7477aa6a6ec6139c5cb1cc7b214643592169a5494d200397c7fc95d740d5fcf3 \
1730+
--hash=sha256:79cacb0b52f6004caf92405a7e1f11e6e2de8bdf9019e4f76b44ba045125cd6b \
1731+
--hash=sha256:7ba61079379b0ae29e117db13bda5f28d939766e410d321ec1624afc6a0b0504 \
1732+
--hash=sha256:800988273a014a0541483dc81021247d7eacb0c845a9d1a34a422bc718f41539 \
1733+
--hash=sha256:814be4b49b228cfc0b3c565acf642dd7d13538f966e3ccde61f4f55be3e20785 \
1734+
--hash=sha256:845c3e0d8ded9c9271cd79596b9b552448b885b97110f628fb687aee2eed11c1 \
1735+
--hash=sha256:849e38203e5be40b776ed2718e587faf204d184fc9a008ae441f9442320c0cab \
1736+
--hash=sha256:89e13dd3f89f1c38a9c9eba5fbf7cdc2d1feca82f5f290864b4b7a6aac704576 \
1737+
--hash=sha256:89e440ebc74ce8ab5c7bc4ce6757b4a6b1041becb127df818f6997b5c71aa60b \
1738+
--hash=sha256:8ff206156006da5b847c9304b6308a01e8cdbc8cce824e2779a5ba71c3def141 \
1739+
--hash=sha256:91c81ef070c8f3220054115e1ef468b1c9ce8497b4e526cb9f68ab4dc0a7ac62 \
1740+
--hash=sha256:9487abc2c2086e7c8eb9a211d2ce8855bae0e92586279d0d27b341d5ad76c85c \
1741+
--hash=sha256:962d046ee1765f74a1da723f4b33e3b228fe3a48bd307acce5021dfefe0e29b2 \
1742+
--hash=sha256:996b65230271f1a97026fd0e6a753f51fbc0c335d2ad0c6201f711b0da32693b \
1743+
--hash=sha256:9b1a67243945819ce55d24a30b59d6a168e86220452d2c96f4d1f093e71c0c49 \
1744+
--hash=sha256:9c0b51672e466fd7e56230ffbae7f1639e18d0ce023351fb75da21b71bc2c960 \
1745+
--hash=sha256:9e54f3808e2b6b945078c41aa8d9b5834b28c50843846e97807e5adb75fa9705 \
1746+
--hash=sha256:a02c833f38f36546ba65a452127633afce4cf0dd7296b753d3bb54e55e5c0174 \
1747+
--hash=sha256:a12b80df61aab7b98b490fe9e4879925ba666fccdfcd175252ce4d9035865ace \
1748+
--hash=sha256:a16bcd08ab0bcdfc7e8801d9c4a9cc17e58418e4d48ddc6ded4e9e4b1a94062b \
1749+
--hash=sha256:a56df3239294ea5964adf074c54bcc4f0ccd21636049a2cf3ca9cf03b5d03cf1 \
1750+
--hash=sha256:a709e881723c9b18acddcfb8ba357322491ad553e277cf467e1e7e20e2d90561 \
1751+
--hash=sha256:ab49d4b2a6a1d415ddb9f37a21e02e0d5dbfe10b7870b21bf779fc21e9156157 \
1752+
--hash=sha256:ae9e0b37a834cef7ce8f99de6498f8fad4a2c0bf6bfc3d02abd8ed56aa15b2de \
1753+
--hash=sha256:b4a9eefdc70bf8bf9857f0290f973dec534ac84c35cd6a7f4083be43e7170a8f \
1754+
--hash=sha256:b63c6e6738d7c3470ad01601e23376aa511e50e1f3931395b9f9c722406d1a67 \
1755+
--hash=sha256:b7b1dae39230a393df353827c855a5f176271c23434cfd2db74e0e424e693e10 \
1756+
--hash=sha256:b8d14b71c0b12963fe8a62aac87119f1afdf4cb88a400f61ca5ae581449efcb5 \
1757+
--hash=sha256:b9f95dcdea9d4f805daa9ddf02617a89e484c6985fa03055459f90e87d7a0757 \
1758+
--hash=sha256:b9fc4d0f81f394689e0814617aadc4f2ea0e8025f38c226cbf22d3b5ddbf025d \
1759+
--hash=sha256:bd03ea7606833655048dab1a00734a2875e3e86c276e1d772b2a02556f0d895f \
1760+
--hash=sha256:bd0d68edd7dfca1b2eca9361a44ac9f24b078de3481003159929a0573f21a6bf \
1761+
--hash=sha256:bda117c4148e81f746655d5a3239ae9bd00cb7bc3ca178b5fc5a5997e9744183 \
1762+
--hash=sha256:bf742e149121dc5648ba0a08ea0871e87b660467ef168a3a5e53bc1fbd64bb74 \
1763+
--hash=sha256:c2428d358d85e8da9d37cba18b8c4047c55222007a84f97156a5b22028dfbfc0 \
1764+
--hash=sha256:c2e85fe4698b6a56d5e2ebf7ae87544d668eb6bde1ad1226c13f44663f20ec9e \
1765+
--hash=sha256:c43b8b5bab288b6b90dac410cca7e986a4fa747a2e8f94615aea407da706980d \
1766+
--hash=sha256:cededd6738e1c153530793998e31c05086582b08315db48ab66649768f326baa \
1767+
--hash=sha256:d06e5c5fed5caedd2e540d62e5b1c25e8c82431b9e577c33537e5fa4aa909539 \
1768+
--hash=sha256:d772afdb22555f0c58cfc741bdae44180122b3616faa1ecadb595cd526e4c993 \
1769+
--hash=sha256:d897e81f8d0cbd2abb82226d1860ad2e1ab3ff16d7b08c96ca00df9d45409ef4 \
1770+
--hash=sha256:de0a37f21d0d364954ad5de1970491d7fbd0fb1ef7417d4d56a36dc01ba0c0a0 \
1771+
--hash=sha256:e7745312efa9e11c17fbd3cb3097262d079da26930ae9ae7ba28fb738367cbad \
1772+
--hash=sha256:ed46f17096e28fb28d2975834836a639af7278aa87c84f68ab08fbe5b8bd75fa \
1773+
--hash=sha256:f4f7c956b5215d949a1f65334cf9d7612dde38f20a95f2315deef167def91a6f \
1774+
--hash=sha256:f50979824bde13d32b4320eedd513431c921102796d86be3eee0b58e58a3ecd1 \
1775+
--hash=sha256:f904c24bdeabd4298f7a977ef14ca2a022ca921ed670b92ecd16ab6f3d01f867
1776+
# via feast (pyproject.toml)
17011777
packaging==26.0 \
17021778
--hash=sha256:00243ae351a257117b6a241061796684b084ed1c516a08c48a3f7e147a9d80b4 \
17031779
--hash=sha256:b36f1fef9334a5588b4166f8bcd26a14e521f2b55e6b9de3aaa80d3ff7a37529
@@ -2714,9 +2790,9 @@ typeguard==4.5.0 \
27142790
--hash=sha256:749bea21cdb2553e12831bc29f1eae980b22c7de8331ab67ae7db9e85470b5a7 \
27152791
--hash=sha256:cfda388fc88a9ce42a41890900d6f31ee124bea9b73bb84701a32438e92165c3
27162792
# via feast (pyproject.toml)
2717-
typer==0.23.1 \
2718-
--hash=sha256:2070374e4d31c83e7b61362fd859aa683576432fd5b026b060ad6b4cd3b86134 \
2719-
--hash=sha256:3291ad0d3c701cbf522012faccfbb29352ff16ad262db2139e6b01f15781f14e
2793+
typer==0.24.0 \
2794+
--hash=sha256:5fc435a9c8356f6160ed6e85a6301fdd6e3d8b2851da502050d1f92c5e9eddc8 \
2795+
--hash=sha256:f9373dc4eff901350694f519f783c29b6d7a110fc0dcc11b1d7e353b85ca6504
27202796
# via fastapi-mcp
27212797
types-pymysql==1.1.0.20251220 \
27222798
--hash=sha256:ae1c3df32a777489431e2e9963880a0df48f6591e0aa2fd3a6fabd9dee6eca54 \

‎sdk/python/requirements/py3.10-minimal-sdist-requirements-build.txt‎

Lines changed: 7 additions & 6 deletions
Original file line numberDiff line numberDiff line change
@@ -534,6 +534,7 @@ maturin==1.12.2 \
534534
--hash=sha256:f1c2e4ee43bf286b052091a3b2356a157978985837c7aed42354deb2947a4006
535535
# via
536536
# cryptography
537+
# orjson
537538
# pydantic-core
538539
# rpds-py
539540
# watchfiles
@@ -654,13 +655,13 @@ poetry-core==2.3.1 \
654655
# rich
655656
# rsa
656657
# tomlkit
657-
pybind11-global==3.0.1 \
658-
--hash=sha256:0e8d5a68d084c50bf145ce5efdbdd00704dbe6315035d0b7a255708ddeb9faca \
659-
--hash=sha256:eb6ef4e8f5a60f4c0b6a9396cb7806f78d42f8d081e42a93c0bb62288f6cf403
658+
pybind11-global==3.0.2 \
659+
--hash=sha256:00a26be4cd65974133eaae7e7532e7141ccb7a88cd131995bc8d1f652852aaf9 \
660+
--hash=sha256:e183b4456459c35fbbbc8296eb29e241f6cf0774c0bbc3fc8349789611c6df4b
660661
# via pybind11
661-
pybind11==3.0.1 \
662-
--hash=sha256:9c0f40056a016da59bab516efb523089139fcc6f2ba7e4930854c61efb932051 \
663-
--hash=sha256:aa8f0aa6e0a94d3b64adfc38f560f33f15e589be2175e103c0a33c6bce55ee89
662+
pybind11==3.0.2 \
663+
--hash=sha256:432f01aeb68e361a3a7fc7575c2c7f497595bf640f747acd909ff238dd766e06 \
664+
--hash=sha256:f8a6500548919cc33bcd220d5f984688326f574fa97f1107f2f4fdb4c6fb019f
664665
# via duckdb
665666
pycparser==3.0 \
666667
--hash=sha256:600f49d217304a5902ac3c37e1281c9fe94e4d0489de643a9504c5cdfdfc6b29 \

‎sdk/python/requirements/py3.10-minimal-sdist-requirements.txt‎

Lines changed: 79 additions & 3 deletions
Original file line numberDiff line numberDiff line change
@@ -1864,6 +1864,82 @@ oauthlib==3.3.1 \
18641864
--hash=sha256:0f0f8aa759826a193cf66c12ea1af1637f87b9b4622d46e866952bb022e538c9 \
18651865
--hash=sha256:88119c938d2b8fb88561af5f6ee0eec8cc8d552b7bb1f712743136eb7523b7a1
18661866
# via requests-oauthlib
1867+
orjson==3.11.7 \
1868+
--hash=sha256:043d3006b7d32c7e233b8cfb1f01c651013ea079e08dcef7189a29abd8befe11 \
1869+
--hash=sha256:0527a4510c300e3b406591b0ba69b5dc50031895b0a93743526a3fc45f59d26e \
1870+
--hash=sha256:0724e265bc548af1dedebd9cb3d24b4e1c1e685a343be43e87ba922a5c5fff2f \
1871+
--hash=sha256:136dcd6a2e796dfd9ffca9fc027d778567b0b7c9968d092842d3c323cef88aa8 \
1872+
--hash=sha256:14f440c7268c8f8633d1b3d443a434bd70cb15686117ea6beff8fdc8f5917a1e \
1873+
--hash=sha256:1d98b30cc1313d52d4af17d9c3d307b08389752ec5f2e5febdfada70b0f8c733 \
1874+
--hash=sha256:1eb80451a9c351a71dfaf5b7ccc13ad065405217726b59fdbeadbcc544f9d223 \
1875+
--hash=sha256:1ee5cc7160a821dfe14f130bc8e63e7611051f964b463d9e2a3a573204446a4d \
1876+
--hash=sha256:23d6c20517a97a9daf1d48b580fcdc6f0516c6f4b5038823426033690b4d2650 \
1877+
--hash=sha256:26c3b9132f783b7d7903bf1efb095fed8d4a3a85ec0d334ee8beff3d7a4749d5 \
1878+
--hash=sha256:31c80ce534ac4ea3739c5ee751270646cbc46e45aea7576a38ffec040b4029a1 \
1879+
--hash=sha256:3726be79e36e526e3d9c1aceaadbfb4a04ee80a72ab47b3f3c17fefb9812e7b8 \
1880+
--hash=sha256:390a1dce0c055ddf8adb6aa94a73b45a4a7d7177b5c584b8d1c1947f2ba60fb3 \
1881+
--hash=sha256:3a2479753bbb95b0ebcf7969f562cdb9668e6d12416a35b0dda79febf89cdea2 \
1882+
--hash=sha256:3c4bc6c6ac52cdaa267552544c73e486fecbd710b7ac09bc024d5a78555a22f6 \
1883+
--hash=sha256:411ebaf34d735e25e358a6d9e7978954a9c9d58cfb47bc6683cdc3964cd2f910 \
1884+
--hash=sha256:4682d1db3bcebd2b64757e0ddf9e87ae5f00d29d16c5cdf3a62f561d08cc3dd2 \
1885+
--hash=sha256:4a2e9c5be347b937a2e0203866f12bba36082e89b402ddb9e927d5822e43088d \
1886+
--hash=sha256:57036b27ac8a25d81112eb0cc9835cd4833c5b16e1467816adc0015f59e870dc \
1887+
--hash=sha256:5ede977b5fe5ac91b1dffc0a517ca4542d2ec8a6a4ff7b2652d94f640796342a \
1888+
--hash=sha256:5fdfad2093bdd08245f2e204d977facd5f871c88c4a71230d5bcbd0e43bf6222 \
1889+
--hash=sha256:623ad1b9548ef63886319c16fa317848e465a21513b31a6ad7b57443c3e0dcf5 \
1890+
--hash=sha256:652c6c3af76716f4a9c290371ba2e390ede06f6603edb277b481daf37f6f464e \
1891+
--hash=sha256:6543001328aa857187f905308a028935864aefe9968af3848401b6fe80dbb471 \
1892+
--hash=sha256:6e776b998ac37c0396093d10290e60283f59cfe0fc3fccbd0ccc4bd04dd19892 \
1893+
--hash=sha256:71924496986275a737f38e3f22b4e0878882b3f7a310d2ff4dc96e812789120c \
1894+
--hash=sha256:733ae23ada68b804b222c44affed76b39e30806d38660bf1eb200520d259cc16 \
1895+
--hash=sha256:7477aa6a6ec6139c5cb1cc7b214643592169a5494d200397c7fc95d740d5fcf3 \
1896+
--hash=sha256:79cacb0b52f6004caf92405a7e1f11e6e2de8bdf9019e4f76b44ba045125cd6b \
1897+
--hash=sha256:7ba61079379b0ae29e117db13bda5f28d939766e410d321ec1624afc6a0b0504 \
1898+
--hash=sha256:800988273a014a0541483dc81021247d7eacb0c845a9d1a34a422bc718f41539 \
1899+
--hash=sha256:814be4b49b228cfc0b3c565acf642dd7d13538f966e3ccde61f4f55be3e20785 \
1900+
--hash=sha256:845c3e0d8ded9c9271cd79596b9b552448b885b97110f628fb687aee2eed11c1 \
1901+
--hash=sha256:849e38203e5be40b776ed2718e587faf204d184fc9a008ae441f9442320c0cab \
1902+
--hash=sha256:89e13dd3f89f1c38a9c9eba5fbf7cdc2d1feca82f5f290864b4b7a6aac704576 \
1903+
--hash=sha256:89e440ebc74ce8ab5c7bc4ce6757b4a6b1041becb127df818f6997b5c71aa60b \
1904+
--hash=sha256:8ff206156006da5b847c9304b6308a01e8cdbc8cce824e2779a5ba71c3def141 \
1905+
--hash=sha256:91c81ef070c8f3220054115e1ef468b1c9ce8497b4e526cb9f68ab4dc0a7ac62 \
1906+
--hash=sha256:9487abc2c2086e7c8eb9a211d2ce8855bae0e92586279d0d27b341d5ad76c85c \
1907+
--hash=sha256:962d046ee1765f74a1da723f4b33e3b228fe3a48bd307acce5021dfefe0e29b2 \
1908+
--hash=sha256:996b65230271f1a97026fd0e6a753f51fbc0c335d2ad0c6201f711b0da32693b \
1909+
--hash=sha256:9b1a67243945819ce55d24a30b59d6a168e86220452d2c96f4d1f093e71c0c49 \
1910+
--hash=sha256:9c0b51672e466fd7e56230ffbae7f1639e18d0ce023351fb75da21b71bc2c960 \
1911+
--hash=sha256:9e54f3808e2b6b945078c41aa8d9b5834b28c50843846e97807e5adb75fa9705 \
1912+
--hash=sha256:a02c833f38f36546ba65a452127633afce4cf0dd7296b753d3bb54e55e5c0174 \
1913+
--hash=sha256:a12b80df61aab7b98b490fe9e4879925ba666fccdfcd175252ce4d9035865ace \
1914+
--hash=sha256:a16bcd08ab0bcdfc7e8801d9c4a9cc17e58418e4d48ddc6ded4e9e4b1a94062b \
1915+
--hash=sha256:a56df3239294ea5964adf074c54bcc4f0ccd21636049a2cf3ca9cf03b5d03cf1 \
1916+
--hash=sha256:a709e881723c9b18acddcfb8ba357322491ad553e277cf467e1e7e20e2d90561 \
1917+
--hash=sha256:ab49d4b2a6a1d415ddb9f37a21e02e0d5dbfe10b7870b21bf779fc21e9156157 \
1918+
--hash=sha256:ae9e0b37a834cef7ce8f99de6498f8fad4a2c0bf6bfc3d02abd8ed56aa15b2de \
1919+
--hash=sha256:b4a9eefdc70bf8bf9857f0290f973dec534ac84c35cd6a7f4083be43e7170a8f \
1920+
--hash=sha256:b63c6e6738d7c3470ad01601e23376aa511e50e1f3931395b9f9c722406d1a67 \
1921+
--hash=sha256:b7b1dae39230a393df353827c855a5f176271c23434cfd2db74e0e424e693e10 \
1922+
--hash=sha256:b8d14b71c0b12963fe8a62aac87119f1afdf4cb88a400f61ca5ae581449efcb5 \
1923+
--hash=sha256:b9f95dcdea9d4f805daa9ddf02617a89e484c6985fa03055459f90e87d7a0757 \
1924+
--hash=sha256:b9fc4d0f81f394689e0814617aadc4f2ea0e8025f38c226cbf22d3b5ddbf025d \
1925+
--hash=sha256:bd03ea7606833655048dab1a00734a2875e3e86c276e1d772b2a02556f0d895f \
1926+
--hash=sha256:bd0d68edd7dfca1b2eca9361a44ac9f24b078de3481003159929a0573f21a6bf \
1927+
--hash=sha256:bda117c4148e81f746655d5a3239ae9bd00cb7bc3ca178b5fc5a5997e9744183 \
1928+
--hash=sha256:bf742e149121dc5648ba0a08ea0871e87b660467ef168a3a5e53bc1fbd64bb74 \
1929+
--hash=sha256:c2428d358d85e8da9d37cba18b8c4047c55222007a84f97156a5b22028dfbfc0 \
1930+
--hash=sha256:c2e85fe4698b6a56d5e2ebf7ae87544d668eb6bde1ad1226c13f44663f20ec9e \
1931+
--hash=sha256:c43b8b5bab288b6b90dac410cca7e986a4fa747a2e8f94615aea407da706980d \
1932+
--hash=sha256:cededd6738e1c153530793998e31c05086582b08315db48ab66649768f326baa \
1933+
--hash=sha256:d06e5c5fed5caedd2e540d62e5b1c25e8c82431b9e577c33537e5fa4aa909539 \
1934+
--hash=sha256:d772afdb22555f0c58cfc741bdae44180122b3616faa1ecadb595cd526e4c993 \
1935+
--hash=sha256:d897e81f8d0cbd2abb82226d1860ad2e1ab3ff16d7b08c96ca00df9d45409ef4 \
1936+
--hash=sha256:de0a37f21d0d364954ad5de1970491d7fbd0fb1ef7417d4d56a36dc01ba0c0a0 \
1937+
--hash=sha256:e7745312efa9e11c17fbd3cb3097262d079da26930ae9ae7ba28fb738367cbad \
1938+
--hash=sha256:ed46f17096e28fb28d2975834836a639af7278aa87c84f68ab08fbe5b8bd75fa \
1939+
--hash=sha256:f4f7c956b5215d949a1f65334cf9d7612dde38f20a95f2315deef167def91a6f \
1940+
--hash=sha256:f50979824bde13d32b4320eedd513431c921102796d86be3eee0b58e58a3ecd1 \
1941+
--hash=sha256:f904c24bdeabd4298f7a977ef14ca2a022ca921ed670b92ecd16ab6f3d01f867
1942+
# via feast (pyproject.toml)
18671943
packaging==26.0 \
18681944
--hash=sha256:00243ae351a257117b6a241061796684b084ed1c516a08c48a3f7e147a9d80b4 \
18691945
--hash=sha256:b36f1fef9334a5588b4166f8bcd26a14e521f2b55e6b9de3aaa80d3ff7a37529
@@ -2964,9 +3040,9 @@ typeguard==4.5.0 \
29643040
--hash=sha256:749bea21cdb2553e12831bc29f1eae980b22c7de8331ab67ae7db9e85470b5a7 \
29653041
--hash=sha256:cfda388fc88a9ce42a41890900d6f31ee124bea9b73bb84701a32438e92165c3
29663042
# via feast (pyproject.toml)
2967-
typer==0.23.1 \
2968-
--hash=sha256:2070374e4d31c83e7b61362fd859aa683576432fd5b026b060ad6b4cd3b86134 \
2969-
--hash=sha256:3291ad0d3c701cbf522012faccfbb29352ff16ad262db2139e6b01f15781f14e
3043+
typer==0.24.0 \
3044+
--hash=sha256:5fc435a9c8356f6160ed6e85a6301fdd6e3d8b2851da502050d1f92c5e9eddc8 \
3045+
--hash=sha256:f9373dc4eff901350694f519f783c29b6d7a110fc0dcc11b1d7e353b85ca6504
29703046
# via fastapi-mcp
29713047
types-psutil==7.0.0.20250218 \
29723048
--hash=sha256:1447a30c282aafefcf8941ece854e1100eee7b0296a9d9be9977292f0269b121 \

0 commit comments

Comments
 (0)