mirror of
https://github.com/langchain-ai/langgraph.git
synced 2026-11-02 04:11:22 +01:00
Compare commits
| Author | SHA1 | Date | |
|---|---|---|---|
 dependabot[bot]
|
7f046c192e | ||
|
hari-dhanushkodi
|
e5c961d7fb | ||
|
Elior Nataf Lackritz
|
5bd231cbfd | ||
|
Elior Nataf Lackritz
|
3eaf06c67c | ||
|
Elior Nataf Lackritz
|
6fab323753 | ||
|
Elior Nataf Lackritz
|
8d5637b2dd | ||
|
Elior Nataf Lackritz
|
1f0cf816d5 | ||
|
Elior Nataf Lackritz
|
6f2df053f4 | ||
|
Elior Nataf Lackritz
|
ffc3336367 | ||
|
Elior Nataf Lackritz
|
5f4b28a9f7 | ||
|
dependabot[bot]
|
5c96bce8d3 | ||
|
|
2f46bb3ca4 | ||
|
dependabot[bot]
|
4b7f2f5230 | ||
|
Richard Scarrott
|
5a3e5dd739 | ||
|
Hunter Lovell
|
eb8ec111b3 | ||
|
Hunter Lovell
|
8c177f7388 | ||
|
|
55013146ae | ||
|
Elior Nataf Lackritz
|
858891aaa1 | ||
|
Elior Nataf Lackritz
|
1526b0e82d | ||
|
Elior Nataf Lackritz
|
c2c73b4f91 | ||
|
Sera
|
03e73ff51b | ||
|
Elior Nataf Lackritz
|
3521f08e21 | ||
|
Elior Nataf Lackritz
|
24294fad37 | ||
|
Elior Nataf Lackritz
|
f6317d5cb1 | ||
|
Elior Nataf Lackritz
|
7e56e6c80b | ||
|
|
0fc4f35b66 |
No files matched your search
Generated
+1
-1
@@ -279,7 +279,7 @@ wheels = [
|
||||
|
||||
[[package]]
|
||||
name = "langgraph-checkpoint"
|
||||
version = "4.3.0"
|
||||
version = "4.3.1"
|
||||
source = { editable = "../checkpoint" }
|
||||
dependencies = [
|
||||
{ name = "langchain-core" },
|
||||
|
||||
Generated
+109
-115
@@ -1,5 +1,5 @@
|
||||
version = 1
|
||||
revision = 3
|
||||
revision = 5
|
||||
requires-python = ">=3.10"
|
||||
resolution-markers = [
|
||||
"python_full_version >= '3.15'",
|
||||
@@ -278,7 +278,7 @@ wheels = [
|
||||
|
||||
[[package]]
|
||||
name = "langgraph-checkpoint"
|
||||
version = "4.3.0"
|
||||
version = "4.3.1"
|
||||
source = { editable = "../checkpoint" }
|
||||
dependencies = [
|
||||
{ name = "langchain-core" },
|
||||
@@ -453,74 +453,68 @@ wheels = [
|
||||
|
||||
[[package]]
|
||||
name = "orjson"
|
||||
version = "3.12.0"
|
||||
version = "3.13.0"
|
||||
source = { registry = "https://pypi.org/simple" }
|
||||
sdist = { url = "https://files.pythonhosted.org/packages/0f/f3/742fb1f62b825f2c010697eaf4e828004bc2a81e7e806666989c132c7c42/orjson-3.12.0.tar.gz", hash = "sha256:d14203fb1aae2ad9b3d52f8a0e82aeb10197ef1c9bc61da7f358bd70b00123d5", size = 4142915, upload-time = "2026-08-14T16:13:30.607Z" }
|
||||
sdist = { url = "https://files.pythonhosted.org/packages/f2/72/380b97dc45bd162d23afe5194721ef678d9eac7cfaa549fe2873f7f0a518/orjson-3.13.0.tar.gz", hash = "sha256:d1de5eb04485110c5da4c657e49168995d55e076b1ce60f1a042e254f4186c4f", size = 2732604, upload-time = "2026-10-07T14:09:25.719Z" }
|
||||
wheels = [
|
||||
{ url = "https://files.pythonhosted.org/packages/cf/35/819eeb4fa8ee676d38fdbb8213a76fd496f7dbbfdfafa89d34e02b22dfac/orjson-3.12.0-cp310-cp310-macosx_10_15_x86_64.macosx_11_0_arm64.macosx_10_15_universal2.whl", hash = "sha256:747843254519dd43b93eee3153a19e5a509334320c4d2f823ec879232db5c796", size = 224133, upload-time = "2026-08-14T16:12:00.607Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/58/ab/d9221d4a2b085b073fcddc91728d490f20b9cf010c62c2f42371ab997695/orjson-3.12.0-cp310-cp310-manylinux2014_armv7l.manylinux_2_17_armv7l.whl", hash = "sha256:7c2ad193c8004254f34b499f3bd2c80f043d10754aff2b38f93da574f4883f98", size = 113669, upload-time = "2026-08-14T16:12:02.126Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/15/12/644cbbcabb26df61d9ef0c66e6f2bf8b687cc7b66137597f2858951f1952/orjson-3.12.0-cp310-cp310-manylinux2014_i686.manylinux_2_17_i686.whl", hash = "sha256:bc7a872f03522d90e0429e6c0c5cd23084f767bedcb4c58048eec19294613344", size = 130410, upload-time = "2026-08-14T16:12:03.503Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/14/6d/e3a8c34d687895aecd8b267a01c46106eb98d8424a83bfa7bacb723854f6/orjson-3.12.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:18a87929f31d94a77f7dc93cf527e91f39ce7fe7813d588a4de2507efd32a387", size = 131101, upload-time = "2026-08-14T16:12:04.918Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/75/20/930824c07685c22af23f26818ed3853b0270488a412b6ab757904b7f787b/orjson-3.12.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e9683ee9ea0659da64f36574ef675b8a86330c34c19ea75db1fb93c3ff99e0ef", size = 131479, upload-time = "2026-08-14T16:12:06.11Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/4c/a6/22e863bbbe8917aa292e33e0db597000f9a07eb5e6f52efed623fa16bae1/orjson-3.12.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:103b5db66aa53c1f9e88c2524be4f383e831ba7dfd5f9f5af6336a177c622f11", size = 135865, upload-time = "2026-08-14T16:12:07.392Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/50/a0/ceb5008914a65e9a19a46a09d94bc67a74d120209fdfa772750023ceb377/orjson-3.12.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:bd57d79aefa3f84eec851d6de7a366795b9345cfaf17f82b4820430a7a5fa241", size = 127843, upload-time = "2026-08-14T16:12:08.607Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/12/3d/61c6b3b84c250cb09cb7229701ff77e4d763773ad7f577d0b6abf2892664/orjson-3.12.0-cp310-cp310-win32.whl", hash = "sha256:3dbce9b6b3074b31a5d5dd322a9c4e5b16f206091ece4194c2e36952847a105e", size = 128293, upload-time = "2026-08-14T16:12:09.819Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/ce/0e/ea0f4a563253b6363195a4f704123c6bfbf156641bd3be5a75de81c5e917/orjson-3.12.0-cp310-cp310-win_amd64.whl", hash = "sha256:3bb17a06f9bd15237b3216c044209fe92597379124018cfc196fbb846cde64df", size = 122216, upload-time = "2026-08-14T16:12:11.261Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/75/1a/a7075a8e8b0d3f5097d17ac3099017104b6b7b42012041147995d5b2da05/orjson-3.12.0-cp311-cp311-macosx_10_15_x86_64.macosx_11_0_arm64.macosx_10_15_universal2.whl", hash = "sha256:a94f0f0c6fcbb2b5bd9734c57a489c7584a732bbdf04a39e8c83b861e9d03e92", size = 223409, upload-time = "2026-08-14T16:12:12.654Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/05/34/c2eb3b2900e5597db7841a4c6416ac2d90081bd956b02d4dd1833fa2b96b/orjson-3.12.0-cp311-cp311-macosx_15_0_arm64.whl", hash = "sha256:a696529ec96a90d9a5f9570207efe403c8b08f8e4aa2783ee3403511e2fdfa10", size = 124015, upload-time = "2026-08-14T16:12:14.025Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/1c/df/b49081766a75b6a37b3d33bdc0a39e492abab8441dd25e3e1998e7b83fcb/orjson-3.12.0-cp311-cp311-manylinux2014_armv7l.manylinux_2_17_armv7l.whl", hash = "sha256:e4ac5059baab4b3acbd99485de019ff8cda0fdf34b61fa74f7197a53db78bfe8", size = 113471, upload-time = "2026-08-14T16:12:15.81Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/48/d4/58ea28eeef95c2a27358ed927380a621162cf20bd740bbccf9c3f09a200a/orjson-3.12.0-cp311-cp311-manylinux2014_i686.manylinux_2_17_i686.whl", hash = "sha256:8e29957429c35bbb5a185a119c523aa2428b7bbf1a293724c7b9375ed8f892a3", size = 129998, upload-time = "2026-08-14T16:12:17.503Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/e2/f4/1e82aa2efc9916422d804697876ce433c907a1abd7c7e5c6d3d48565e5f9/orjson-3.12.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:dce0166feb0a737ab84f598c9a338cbc0b764a036617aa686194f53c7eba0c3e", size = 130891, upload-time = "2026-08-14T16:12:18.762Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/5b/e1/15169e9d22b59a406264f99d6db387c0b0b12b6357a8a0169917c2a713eb/orjson-3.12.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9caf3d09f47c3c70c4451ada20ef9bc4a4cdffa26f49862cf0a253b329aae2d5", size = 131285, upload-time = "2026-08-14T16:12:20.251Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/a4/3a/763dbd426290d044ec3e615a05e70adb6d8b6f95bf17dc355c0081a5e8b6/orjson-3.12.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:b9dca132b1fda5565088e65a6b6e742285e0aeceb6fae549fa8863e16c7d3998", size = 135707, upload-time = "2026-08-14T16:12:21.652Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/04/d1/3b2038ed168d22e14182ed715d6963f9c073a83a2ba43cfe918a4fc43c64/orjson-3.12.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:a791f793b287bbc135b8e87c34e35c8bfc693e2a8a620fab1ae682b925f9a32e", size = 127669, upload-time = "2026-08-14T16:12:22.926Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/88/ae/b84b3d3e65f5629ada0edcb1d2bccc55d7c5f89d8b981537ecdc3d6f31ec/orjson-3.12.0-cp311-cp311-win32.whl", hash = "sha256:31ed278a36304390adc3eec5d7f6fd593a7c3e99e5a06cd07866396c4b1b4710", size = 128043, upload-time = "2026-08-14T16:12:24.367Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/35/24/2ed0e6f51ea3d0af45d807233a851175af75bec83ef5fd0d6a2601904ec0/orjson-3.12.0-cp311-cp311-win_amd64.whl", hash = "sha256:fb2539159dfe8d371914f354360fa50e4a577cc89222a3828b9650a5e5040252", size = 122084, upload-time = "2026-08-14T16:12:25.813Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/21/dd/95d25fcfbc9471799ef6bb01c552d64ee5cde93ee40ba2f423dd3442c708/orjson-3.12.0-cp311-cp311-win_arm64.whl", hash = "sha256:61318b6de893c7a9d9f3e5ecbadccbfc26a7eb417ccc7bbf0771de3b4d72f868", size = 127035, upload-time = "2026-08-14T16:12:27.201Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/be/4a/295da39c651c2faac8bd351a2a346f0fdedd9d50b847ee9dfc27d2207ef6/orjson-3.12.0-cp312-cp312-macosx_10_15_x86_64.macosx_11_0_arm64.macosx_10_15_universal2.whl", hash = "sha256:aa3e43a6846e91d7bde3d5a9c66090fcd8744f569a9b6cffc5e1ca38f6a461c0", size = 223427, upload-time = "2026-08-14T16:12:28.525Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/29/98/758cf90fbeaaafb7f8141bfac75a432099959f3a2f5db93a412e876415d8/orjson-3.12.0-cp312-cp312-macosx_15_0_arm64.whl", hash = "sha256:11edb4660a6680abee9788a3a9072208a2c96538cc1322bd79542065229d8e54", size = 123725, upload-time = "2026-08-14T16:12:30.013Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/32/b5/5b934d251f8651f7e41df180ad0c57a6e1cabe15c7bd331638413a50ebc9/orjson-3.12.0-cp312-cp312-manylinux2014_armv7l.manylinux_2_17_armv7l.whl", hash = "sha256:2d3a9da945a4d96ae758fdaaca56742e6b73b6fd554c5d8876f252a6dad70b83", size = 113375, upload-time = "2026-08-14T16:12:31.209Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/cd/d2/37efb5b12a176ce3ced29f4144f20da57d02757f78ce549637dc1b4e1fc8/orjson-3.12.0-cp312-cp312-manylinux2014_i686.manylinux_2_17_i686.whl", hash = "sha256:92ffc09e07233a6ab6d4e067f7841edcbcc134cb4812155cf171ea5255a421d7", size = 129983, upload-time = "2026-08-14T16:12:32.721Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/50/22/0644b87c73f13e0092df8f35a1fe280d991e5e90072087411e0dd7e44e0c/orjson-3.12.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:bf44e374aadde77b1f6109f1030be51433eb61984379852766b6f4e187db7b1e", size = 130629, upload-time = "2026-08-14T16:12:34.084Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/8c/57/80b986ebfecd9c6a177ddf1c2319717f0cd8feffb2b78946595a18a2fc88/orjson-3.12.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:1192a7021b6d071aaf909864f6e924d6a2675ca360485b972b8401749311750b", size = 131245, upload-time = "2026-08-14T16:12:35.713Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/80/3d/75c5ac5a69161f44492a68fbdde66f4cc4ce48cd5e1fb05918e46f0c8848/orjson-3.12.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:53c0c474a9d9aff9aebfc0c88de1f28f843d940e6e3a80729abdf6a20274356f", size = 135397, upload-time = "2026-08-14T16:12:37.128Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/71/93/4d71f2df314a97ff0d27a4559bf5888fc8406e3c6dec90e92291e3511215/orjson-3.12.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:532ff8cd4bd59a327a953a7dcde922c7fc25b85e29721bb8633265430d3a3873", size = 127693, upload-time = "2026-08-14T16:12:38.627Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/bc/1d/0dbc6be5adfd1730491072fb60beb6bcdf5d7b2596ee41b7fc2e298bfc09/orjson-3.12.0-cp312-cp312-win32.whl", hash = "sha256:a6cf4b18e7de173f209f2084ffbd736dd72389a396326ee80a7022168be232e5", size = 128000, upload-time = "2026-08-14T16:12:39.954Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/2d/c9/97b1ce0112ebf5e949c775ed5b1755e562233179f3584579673cc24d6378/orjson-3.12.0-cp312-cp312-win_amd64.whl", hash = "sha256:010811c1b69773450a01cef97727a67b223242f350b77d4ca000e59a9ef2155a", size = 122106, upload-time = "2026-08-14T16:12:41.324Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/a8/6a/facd8b312e4a0d3a7fa978c7e15821f74a336adf1d65529faec33b48e18b/orjson-3.12.0-cp312-cp312-win_arm64.whl", hash = "sha256:ad29eece0c601737f2a60edc2752a84e7a0785df3efb62e3012834700a5afe0d", size = 126869, upload-time = "2026-08-14T16:12:42.651Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/54/cb/d7b78218a987eb8a8ce4eeae0286b1bb679333eb631ea0eeaf6371680bfc/orjson-3.12.0-cp313-cp313-macosx_10_15_x86_64.macosx_11_0_arm64.macosx_10_15_universal2.whl", hash = "sha256:9a36ec60f1796f9a3f13e3b98390295e17a1c7c10155b448d264098bf9ee5900", size = 223397, upload-time = "2026-08-14T16:12:44.003Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/f8/4a/bc87c45e7ec639d35ebefd62618e01939531ac8e171426606a01bda05914/orjson-3.12.0-cp313-cp313-macosx_15_0_arm64.whl", hash = "sha256:ad0422b92d5195443a39f80c3bcf731cc2e00f153bd32063a47b73b057bd0f03", size = 123662, upload-time = "2026-08-14T16:12:45.433Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/94/ee/c9a4ff3f2dbedbbe9e635d0fa72c8866adede09b6335ef9644f53752f0d8/orjson-3.12.0-cp313-cp313-manylinux2014_armv7l.manylinux_2_17_armv7l.whl", hash = "sha256:5a0fdbc216388f653d3752ff310e710f59253bd4ed6a2bfb3f4f06b84714bbd8", size = 113374, upload-time = "2026-08-14T16:12:46.755Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/75/09/3f330a026a796c8b4c97a6f429652a5e912e7065039bf96ed25e42aa7b25/orjson-3.12.0-cp313-cp313-manylinux2014_i686.manylinux_2_17_i686.whl", hash = "sha256:2eb5c56e534127b2b8fa38d2363c8b1b8190367ee0d1d16c041517d880843b94", size = 130029, upload-time = "2026-08-14T16:12:48.06Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/7d/40/094cc53126a3d22f76cdf83b6ea67338bed01d774037621a785aa8e6e5ea/orjson-3.12.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:784106539f4b9d4b930e0b4eb8d45168507dae001945e71b4675a367f1e5e806", size = 130528, upload-time = "2026-08-14T16:12:49.362Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/bc/74/89bb236deb9565f99434b13052bb40ddfcce4adf3afbfa3132ee7e421468/orjson-3.12.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:1c680706fc8396d95e7c4c1f9482563f552137aef91b57237a3ad5aaf64629df", size = 131075, upload-time = "2026-08-14T16:12:50.692Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/0c/ac/1176360d762c01b5bd34acd56fc098e936c491363d8b6b397ad4aa475547/orjson-3.12.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:83445adc40cba26d6d621185a45128ce455b766af368cad2ab64b970603a7978", size = 135321, upload-time = "2026-08-14T16:12:52.114Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/7a/02/bbd881c8b9276d50b998de38b4e97de8ace1aac940b0ee545aedbf65ed00/orjson-3.12.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:644d005bc82f917337a95ce270c9f6f92f9834c2bed7b1477572f8db00784222", size = 127472, upload-time = "2026-08-14T16:12:53.517Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/8e/02/a0934d7503e6dcbedd6afac3e7f3f8597fd09389949ad94d0f7540e9dbca/orjson-3.12.0-cp313-cp313-win32.whl", hash = "sha256:d8e78d3d93705e3d27cc17cdb209e44d7a8ea203010cac6ce9c7ffc1ae1996f1", size = 128000, upload-time = "2026-08-14T16:12:55.14Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/52/87/69f98f8d40faff103a965a5fbb83f08241b01beaf92badb5413fbc9358cc/orjson-3.12.0-cp313-cp313-win_amd64.whl", hash = "sha256:b85931be5b6763c31283805c9bdaae1ca03ad9f6f12a15f1cbf6745b907932c2", size = 121841, upload-time = "2026-08-14T16:12:56.507Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/e6/07/b83046a4e3cadcc0987d0f160696107c4af706a619b56e4ad01940cadadf/orjson-3.12.0-cp313-cp313-win_arm64.whl", hash = "sha256:6a31348d7dfa64cd9c78bd1f510ff44c48fe64d71094e6b90e364dba3b55949e", size = 126765, upload-time = "2026-08-14T16:12:57.806Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/12/9d/3931253e6f3148abf2cbe14830367042a4806b362ea520df2303db188fb9/orjson-3.12.0-cp314-cp314-macosx_10_15_x86_64.macosx_11_0_arm64.macosx_10_15_universal2.whl", hash = "sha256:9e6fee342a48760e854d743e7a81534d8e2925a6f46e09f750cf56b50fd1de5d", size = 223391, upload-time = "2026-08-14T16:12:59.184Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/8a/0e/b4a4f1e305367245877b967a0bad70fcf001d77c54ac4339a120b66fdae4/orjson-3.12.0-cp314-cp314-macosx_15_0_arm64.whl", hash = "sha256:8c3bb86dd10f39b3fbf434b7d5dc7cac77d6fc8ac572ae30a10731ede2c4b647", size = 123659, upload-time = "2026-08-14T16:13:00.548Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/96/f3/6782c6fa85e2702bc66be183c3b421486167dcf266ee4dc1403fe3824870/orjson-3.12.0-cp314-cp314-manylinux2014_armv7l.manylinux_2_17_armv7l.whl", hash = "sha256:2bb3ce43203936072dd8b4917b01d3aecfc02329bfb42510cb7cfb24708adc9c", size = 113337, upload-time = "2026-08-14T16:13:02.009Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/bf/79/b32ab64bacda9d0fa4942ef483bd03cabf0eaf2be819ca9fb7ff610c559d/orjson-3.12.0-cp314-cp314-manylinux2014_i686.manylinux_2_17_i686.whl", hash = "sha256:6a2a79c89984dc719817d388c8709e0efc2a2795a934eaa746b4882eb6045adc", size = 130112, upload-time = "2026-08-14T16:13:03.404Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/ee/49/6e6142999ca01509219be5e5a9c338a3e5ea011f63e91ff473fbbf3734ed/orjson-3.12.0-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f06dd838d1e07d9b1de0932ec0485ec92c4d5f5d1ad4817a656268c3e88be1e1", size = 130520, upload-time = "2026-08-14T16:13:04.798Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/49/d0/3745af0a4cc9867784f29722929cec4d10bd1c877cd754b01ba6d96eb21a/orjson-3.12.0-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c6b11be792c3d2c6a4be2af4ebf97a68d0bf5f580aca6e86a418a354f6cc846a", size = 131053, upload-time = "2026-08-14T16:13:06.14Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/c3/f4/6fe5a22fa478fffb190e65c338c84df5c311ef597b363150a17cc57063c0/orjson-3.12.0-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:477ecaf6b9f88f873341b91fcc736119ca81b5e002a9f7f308ff5b4f2ce2a70e", size = 135321, upload-time = "2026-08-14T16:13:07.544Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/ff/41/b1b0ec30289646a81a76e2dbaae2686b96fcccb7cb0323dc1dd78cbc7875/orjson-3.12.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:f3c0683136acdc29afdf88a5bc2f7d3d0e34087788d1d63c0144b805a87a196f", size = 127485, upload-time = "2026-08-14T16:13:08.88Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/bf/2b/277404bdcc21c93b112b963655b76443ebfe828f8a3ff1de7d90f8850eb3/orjson-3.12.0-cp314-cp314-win32.whl", hash = "sha256:d39f3f5c3927e2dc0913fe5bbc1a2f6b1b9d1bba1de6358340d0ad0d0c00ca92", size = 128048, upload-time = "2026-08-14T16:13:10.305Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/41/2b/395b36fa2b4ce7af70b651d715e88f80d884b2c2b14a6b53e84d554fb5f0/orjson-3.12.0-cp314-cp314-win_amd64.whl", hash = "sha256:0b1ac5bf6609b2716c7954011c5fef6254922df029f45d032ee4ebf5d363cbed", size = 121858, upload-time = "2026-08-14T16:13:11.634Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/ea/a3/833e895ff452859eebe75093d26691fe9108f1a7a6a08435d7a5780ea652/orjson-3.12.0-cp314-cp314-win_arm64.whl", hash = "sha256:50fae885cb073eac7556353ff3df93312b0d5137b0a5056b2bb63f97ed9a93c7", size = 126749, upload-time = "2026-08-14T16:13:13.117Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/58/64/99c8947ece10c17176af9aae85c4948f1d109da77440ec14d87239efaf73/orjson-3.12.0-cp315-cp315-macosx_10_15_x86_64.macosx_11_0_arm64.macosx_10_15_universal2.whl", hash = "sha256:01efac2074fffb4cb1ea3fab7861e9d0f2a26913854a972f5ac760525dbdaf6e", size = 223398, upload-time = "2026-08-14T16:13:14.694Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/3e/30/cf983fe09f2731420fda097a9f7ef4343f47fa216c228961ad8f6da44f3d/orjson-3.12.0-cp315-cp315-macosx_15_0_arm64.whl", hash = "sha256:ed4ca42bd55955aa34deedcfdfd0e0c31abf51143aae158ae2bc3520b626e517", size = 123655, upload-time = "2026-08-14T16:13:16.221Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/11/50/9cb8ae73fa4749dbbc20f617004213b5ff01c20aaeec34c3f31124f2c1d8/orjson-3.12.0-cp315-cp315-manylinux_2_39_aarch64.whl", hash = "sha256:40f92192227505acca4e2533ce565f8e6b9535f7d0d09b0968452f18b7376b38", size = 130515, upload-time = "2026-08-14T16:13:17.601Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/9f/0a/adb6ce1a5b5fbf9cb1790f9961bb668a0dd5429aadaf6cee044724681795/orjson-3.12.0-cp315-cp315-manylinux_2_39_armv7l.whl", hash = "sha256:33efefcf5d88eaf400b47e2eba02f91f319bb9951be61ca500b7d536d3f2079d", size = 113327, upload-time = "2026-08-14T16:13:18.927Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/51/5c/d17f61581d8dbdde7048f87a330fa24915edec38db4d72b381fec14fbb56/orjson-3.12.0-cp315-cp315-manylinux_2_39_i686.whl", hash = "sha256:8e386b0bc0ddd7cd2056f884b5a0af33592bd01ac66a7ca4b42a65a7e7774a13", size = 130105, upload-time = "2026-08-14T16:13:20.317Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/9f/b7/938befcf33bee4704a92ecec6a2731224c539d939bf9429fd39396d28931/orjson-3.12.0-cp315-cp315-manylinux_2_39_x86_64.whl", hash = "sha256:58c58e1de0006ffb580368d6793c36c7b0b021db066479cf281bf5061e732328", size = 131049, upload-time = "2026-08-14T16:13:21.719Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/b0/15/cfa2021d64d5aa8bb5c9f604ef375e00ec8b657651b5dd650b1b7ad13df1/orjson-3.12.0-cp315-cp315-musllinux_1_2_aarch64.whl", hash = "sha256:08231552159be266a7269555bd9f7c016aee7d9ad6dab06eb58796c5ccb7101c", size = 135320, upload-time = "2026-08-14T16:13:23.415Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/1a/50/3e75dfe357c1e8f9e287c7a5740260ef15bd23a5299eae8d0835dcad5375/orjson-3.12.0-cp315-cp315-musllinux_1_2_x86_64.whl", hash = "sha256:a15f9a891bce5f5cc5d210e3ad8614d4d1b489a56448c099d6d2a7168b2d954a", size = 127488, upload-time = "2026-08-14T16:13:24.791Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/11/a6/79aed402eb3ab284dc5b4791a7ad62c5875127de01b8e3f04bd92d551298/orjson-3.12.0-cp315-cp315-win32.whl", hash = "sha256:03091c8a64db4be38746597ceea68f33c238e27acd9bfe99fb59420224ae7a55", size = 128048, upload-time = "2026-08-14T16:13:26.217Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/64/f7/2723e264aab7248c1ed6ecaad8e5d0cb866c0cffde75442102ffa7491aba/orjson-3.12.0-cp315-cp315-win_amd64.whl", hash = "sha256:2b7bcefb9f40fa242fa6b06377232c048e655747790829609168c01162f60578", size = 121860, upload-time = "2026-08-14T16:13:27.577Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/82/56/630c9113ec8996778f1f0304b364b091b9a9db5fef5fdc17cca622f5ea24/orjson-3.12.0-cp315-cp315-win_arm64.whl", hash = "sha256:859fc4196855890150bb08e649b30d2c93b249b3e3edd0d3bb2231abf8aa8adc", size = 126754, upload-time = "2026-08-14T16:13:28.962Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/11/8c/25b6e2bd4f6b8e67a6b5acbc11a8cff4970e35c79837a24ec7db8732238d/orjson-3.13.0-cp310-cp310-macosx_10_15_x86_64.macosx_11_0_arm64.macosx_10_15_universal2.whl", hash = "sha256:4f66eac85b072092e9941c3111882afd7527bf926cbc717038fa3654b582002b", size = 223510, upload-time = "2026-10-07T14:07:54.539Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/32/4d/5772e32ebc19d0b76b957a48e69a09546400db35cebe76c21b2c341d1a30/orjson-3.13.0-cp310-cp310-manylinux2014_armv7l.manylinux_2_17_armv7l.whl", hash = "sha256:efa160215c4630836d3b1250af4c7a305acd8239e0d75aff986b8088c2fcacb6", size = 113481, upload-time = "2026-10-07T14:07:56.229Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/5a/6a/5ce6adad2c0cb734cb9d19b7b9d9c7bbdb16c136af453dd37adace806547/orjson-3.13.0-cp310-cp310-manylinux2014_i686.manylinux_2_17_i686.whl", hash = "sha256:4e5c8175e1574dcbe446ee654275d353c1d78bbd9a0dc9f209bf35c9df72d171", size = 130791, upload-time = "2026-10-07T14:07:57.751Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/96/49/d954f02229efb06850a5f9aaf06e77e03046a009d49eb78f499fbd798ded/orjson-3.13.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:78a12d4f8d740cc9ae197f5223682e5e960ba61b4fb2ce5a6a3bb54e83fde28e", size = 129465, upload-time = "2026-10-07T14:07:59.143Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/2f/a2/abcb0647268f334cb85768170b164e4c97f7a2ed5fddd146f79297494d9e/orjson-3.13.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:93c70a5e22bbbbdeafc7b273441e8452a196041d67fd4d9a9c450c66370a8486", size = 130727, upload-time = "2026-10-07T14:08:00.659Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/fa/b0/5672f0505e6cde410cc7916cc2fbf88d90216d667b37907df041a659db06/orjson-3.13.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:7b3bc6b81835ce65f4729ae401607583d41139c6de95bc7453f450f1391d3e7b", size = 135280, upload-time = "2026-10-07T14:08:02.167Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/d9/58/c223e3ac16193d00c1c3cbc786cb6db47158bff0558c52133e6dd0be7a12/orjson-3.13.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:6d0684895b119ad167fb4ec05113639dc7f728022deec4756a710e838ed92e7a", size = 126844, upload-time = "2026-10-07T14:08:03.549Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/49/a2/f6fd98acef1e36b8c8ae0275f0268a0f22bb6a1b436ee4536e1cdaf31b03/orjson-3.13.0-cp310-cp310-win_amd64.whl", hash = "sha256:7991921c5da527a963b6d4cffd0e4ea89c7e71d4be0c8be1bfe6edb223ce7d96", size = 121455, upload-time = "2026-10-07T14:08:05.024Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/ce/a3/0be3b115907fea61ed340639fb0e1562cd18969bad5b3f486f808197aaff/orjson-3.13.0-cp311-cp311-macosx_10_15_x86_64.macosx_11_0_arm64.macosx_10_15_universal2.whl", hash = "sha256:948bad47f2e2e43527f14248364a0e5dee26dd3184691010ec4a1ebeb0fd6771", size = 223146, upload-time = "2026-10-07T14:08:06.474Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/9e/f7/665935edb16163f8b764182e29a30cf056947a66893ed032191e5f01eb3d/orjson-3.13.0-cp311-cp311-macosx_15_0_arm64.whl", hash = "sha256:1807c2fa49d393c7ee95fd1ef1b39cbb24aa3ccd81f30b84503ba59407666960", size = 123546, upload-time = "2026-10-07T14:08:08.324Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/67/ec/e7cde480c0e212594d17ba2b2bd210c002052e9147fc1a1aeafaabe722fb/orjson-3.13.0-cp311-cp311-manylinux2014_armv7l.manylinux_2_17_armv7l.whl", hash = "sha256:637dbca1fccffe83780e806fbc0f17427c0c59bf822528eb0acc8f0aa9f19acb", size = 113290, upload-time = "2026-10-07T14:08:09.816Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/36/59/4455fb11a297af73611dfc437f0f89456220227ed1cb1544a5a0ee9d6c03/orjson-3.13.0-cp311-cp311-manylinux2014_i686.manylinux_2_17_i686.whl", hash = "sha256:554948becd1110123ef9f6a6e1310fd92b2d07d2cbac6dbf65df3de75702e736", size = 130342, upload-time = "2026-10-07T14:08:11.253Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/ca/80/0eec5fbde2e52407646b4cb3118f63175bdcee1e2390c2759dc96e0bc62a/orjson-3.13.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:dd9d9a101bd8dbfad112170f009cd155e52bb8c936468821a0d03cbb96c0e426", size = 129138, upload-time = "2026-10-07T14:08:12.814Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/cd/cc/c0874f13819ae346d69ca00d074d464710b494abd4442bdebf75ac404a98/orjson-3.13.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:89bcf2d4bc6c9a7e1763c8cf534f38712e66b76a0fefda7fb7785462f0d635e4", size = 130518, upload-time = "2026-10-07T14:08:14.392Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/25/ab/140dd9adff84bf64b862c4fcfe2d055af6014d5ba03a075f95c9addb2ec7/orjson-3.13.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:a79cdc4934fe81f593072c94e13da3095e9d41c2deef8f6ff2901794ca1c5042", size = 134924, upload-time = "2026-10-07T14:08:16.09Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/08/0a/e8f6deb032b1d98a39043cf99b863d8b9e842e2ffc2d2067d2e2a88c18e4/orjson-3.13.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:50a5202ba388b3850ba24437951727d3aa6d79a21964a30ae8dc6a059a5fd34c", size = 126704, upload-time = "2026-10-07T14:08:17.439Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/af/cf/be64b99ff75f7983488390d4ef5df72115119770eed295691c0a715d492a/orjson-3.13.0-cp311-cp311-win_amd64.whl", hash = "sha256:a0377d6962fa431c93ecd78fdea771bb62ec545b24ee0c5d4e32acf2260af259", size = 121287, upload-time = "2026-10-07T14:08:18.843Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/ca/ab/1b8ca186baf3420f12db1f2819fcc5f2cae69e4cf051168501726a64c0fa/orjson-3.13.0-cp311-cp311-win_arm64.whl", hash = "sha256:1d84820b2ec4ac975cba482214032de5b0dbdd17046170c98e642ef9c4a4ee4b", size = 126314, upload-time = "2026-10-07T14:08:20.452Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/98/17/ed65f84ed5ed6a1e06eb628611b4172e7480fc4ad92594856751a6363cac/orjson-3.13.0-cp312-cp312-macosx_10_15_x86_64.macosx_11_0_arm64.macosx_10_15_universal2.whl", hash = "sha256:fb8644dc6d705e1269ed2842bf4dbe2b4e50d670de503bf79d5cef3a5148a4c7", size = 223063, upload-time = "2026-10-07T14:08:21.979Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/6f/4d/9332eb96d2e379384be0f211f543835eebc81f460c9403b84abe1294c431/orjson-3.13.0-cp312-cp312-macosx_15_0_arm64.whl", hash = "sha256:6ff2a2c67f35202f7d823753d38ad371a9b7fc297567cdfff4420e763cb9f6f8", size = 123364, upload-time = "2026-10-07T14:08:24.026Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/b4/06/558456b7da27e974a8c9ea09117b07119f6fa131cd62b8b9ecad9eea94e1/orjson-3.13.0-cp312-cp312-manylinux2014_armv7l.manylinux_2_17_armv7l.whl", hash = "sha256:65c4e0e106ccc7265b488385659117a6805c37d042f737558ecd68aa0c67ad8f", size = 113199, upload-time = "2026-10-07T14:08:25.476Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/b7/f2/1187a9c09965620348262ec0f406868f6d7c234b2e9b5ee51020bdde5748/orjson-3.13.0-cp312-cp312-manylinux2014_i686.manylinux_2_17_i686.whl", hash = "sha256:fbbad6b9b1da43f25c1f5b20cd5a268e028a2fc95d5a8d1ade6059973bc71584", size = 130329, upload-time = "2026-10-07T14:08:26.877Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/46/07/5d1a151bc11600434fe799e73abfc6a4d463d02e149a20e47c59d3a985ae/orjson-3.13.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ae1d895cf7bbfd50ef34bb63bb727b14514f259f3e3f8dd010783bd38e864c6e", size = 129072, upload-time = "2026-10-07T14:08:28.355Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/ea/8c/bb07c368abbf4021c4cd01c12edb526e00090f7f750ff1b88da6e6b6c7a6/orjson-3.13.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:bceadfd314bd238f584fc229a4bbaf0e573597e7a026dec5429fbf29fd66c641", size = 130612, upload-time = "2026-10-07T14:08:30.041Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/d2/8d/4b66d19619ed344ac000ffea7c006477d0061d580646e736ef0e203759e8/orjson-3.13.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:b74c30e56346aad067937d766846ee74c231d1d18aad3f324e9b9261de3b2d5e", size = 134632, upload-time = "2026-10-07T14:08:31.474Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/ea/88/f8221f6593e37eb26ec4706e185b9ac6f38ff0c8f7bad5459844031ffd2d/orjson-3.13.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:4329c19b8a25693f60a77b867c9d2a3ab637b20e36f5b7bea7f5acb492b44b15", size = 126807, upload-time = "2026-10-07T14:08:32.914Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/58/9d/a1ca7321eeafd7d72e174cdc388cc96301f41516d863e7b1f64f0a1735be/orjson-3.13.0-cp312-cp312-win_amd64.whl", hash = "sha256:b571236d8393edcd3236e07423f762bfcf571f852aad667a3bce9e7b755e0790", size = 121538, upload-time = "2026-10-07T14:08:34.325Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/d0/a0/1f19b4779c910104370932fceb9ed436b47ac077f297db74008062525c04/orjson-3.13.0-cp312-cp312-win_arm64.whl", hash = "sha256:8594956a75223f657e1e68c568c0eeb3dd145f02cd6b78a47fd9a8095dbc4eae", size = 126259, upload-time = "2026-10-07T14:08:35.765Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/a9/56/f8ad2546150168858c16915c452b00eecb79597597524d1ad6ae14ad4eab/orjson-3.13.0-cp313-cp313-macosx_10_15_x86_64.macosx_11_0_arm64.macosx_10_15_universal2.whl", hash = "sha256:64e8f345048d988c8b68d3882e5d41028fca1219a9939b32e4a77be34c8ae8e3", size = 222892, upload-time = "2026-10-07T14:08:37.495Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/1f/19/725d23160b2471a3f27026c55bb79af34687652d8be8f5f583cee5dcd42f/orjson-3.13.0-cp313-cp313-macosx_15_0_arm64.whl", hash = "sha256:ded33b972cffdaf4ca0ac917338ab61d2bb10d68987dbcae641c313fbfdbf499", size = 123319, upload-time = "2026-10-07T14:08:38.989Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/ac/08/e5d81a00b22c73dfcb60d80da3bd92d5a7684346593536565f184dbae3c9/orjson-3.13.0-cp313-cp313-manylinux2014_armv7l.manylinux_2_17_armv7l.whl", hash = "sha256:45e34deb3437509f4ec9888dd9ee5dc426cfe21be10f1eb4ea3a9e4d33034f9e", size = 113196, upload-time = "2026-10-07T14:08:40.383Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/67/78/fda6117c69a43e470b1e9dff38dd8c5f0bc6fd8a47e4d4561ab023039335/orjson-3.13.0-cp313-cp313-manylinux2014_i686.manylinux_2_17_i686.whl", hash = "sha256:9825b954155b345c4759f24e5f8d652b9aec2261bb5d4e1abe06bba0a1200535", size = 130245, upload-time = "2026-10-07T14:08:41.878Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/6d/31/d0cfebd456defb234414795ae7599696bf124843dfe077d0c9ece0c93554/orjson-3.13.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b081f0e7b600ff24513dec4ca75507fa05e904607847e386e8310d5b7b96b6c7", size = 128981, upload-time = "2026-10-07T14:08:43.716Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/45/46/f8d83189ff5b7b2ff225a58c5908618cc4e86afe09e65d17a30ac68c9da4/orjson-3.13.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:cbed5f4c4b88d94bcc36115f4c3bb3aa25da1563a5c3328aa3acebce2b083040", size = 130370, upload-time = "2026-10-07T14:08:45.132Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/e6/6a/d6344c305003ea826b3fa0482645a897a3cd6d477ed74e1fe15d3322cb23/orjson-3.13.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:e9b61676116f755126b90e740a9cff36b91562f47ec330056cc88cc3b9f02f4b", size = 134595, upload-time = "2026-10-07T14:08:46.63Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/9f/52/d73fa44f88d53e02d10de1cf77c16ed13204ff5bca47e1692da6b406619c/orjson-3.13.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:3ef75ed7e81dae34a3649f82df52cd85f9ac839a7d6ec78ab355b33b3b27ef7f", size = 126513, upload-time = "2026-10-07T14:08:48.111Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/fb/f8/bcfc50b4ab851c4f9c0ee62f52bf3b28f0bcd0d9fe08e0ad98d4585148db/orjson-3.13.0-cp313-cp313-win_amd64.whl", hash = "sha256:4ee06e53b998c71ce3eb93b86222912fdd9dcced685ac64d4525d36fac338ea4", size = 121371, upload-time = "2026-10-07T14:08:49.549Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/7b/7a/d6927845712ec2b1e89263cd12d7203531db185dbad67f914226f2fca156/orjson-3.13.0-cp313-cp313-win_arm64.whl", hash = "sha256:89efecad02515df7f318d0613b5dfd6d2a1acd323a2b8294712789a715945525", size = 126134, upload-time = "2026-10-07T14:08:51.118Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/f0/10/98b5a3cdc086abf78d8cd20bb0cba124485d4b6a745722197bd209d967a5/orjson-3.13.0-cp314-cp314-macosx_10_15_x86_64.macosx_11_0_arm64.macosx_10_15_universal2.whl", hash = "sha256:a7bfc7db961c7d96cb75889dc6a1e4ae1e91d87ee61da564f582bd742b8dfeef", size = 222889, upload-time = "2026-10-07T14:08:52.673Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/22/7c/7728c5280ab5202f4891ff4b0b96e2e1dbd5520dfee53edf083c54409a64/orjson-3.13.0-cp314-cp314-macosx_15_0_arm64.whl", hash = "sha256:91d933e668ff0ffe164d7c2daec36beba6d1ce7fadb71538fbe142a71f8a1e6e", size = 123312, upload-time = "2026-10-07T14:08:54.25Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/a9/a5/d9a44321e6f66c0f64b45be587395f87ad94cb447bce7d92286f6b97d46a/orjson-3.13.0-cp314-cp314-manylinux2014_armv7l.manylinux_2_17_armv7l.whl", hash = "sha256:6c8bfe728b81b0fd58a3c7f3f9c5a113f87f2992c9948e0f28707aafd737c0bc", size = 113146, upload-time = "2026-10-07T14:08:55.803Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/80/da/d95c80d413f288feb471e16d82e5c1512d2439728e3bac917d058c31f098/orjson-3.13.0-cp314-cp314-manylinux2014_i686.manylinux_2_17_i686.whl", hash = "sha256:e8e05549f3b30f9d8a8e28c5aba11cc2a4b90b90961ec685ca58444b0815fc09", size = 130348, upload-time = "2026-10-07T14:08:57.31Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/04/0f/36fdfb32ad1852997bac00e3ce52c7888d8a1094ba9dcdcbb22fcc6b953a/orjson-3.13.0-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c749ab3ac30b5ab1ffb7677f8b92eacfdfdc5260210baa398f845bc3714c05d8", size = 128971, upload-time = "2026-10-07T14:08:58.843Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/25/de/a82acf93bdcca0c79ccff25ef0c6868d24ccbc2e72f21fae39c8cabce4f1/orjson-3.13.0-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:58a9619d88f8818d9ab6b39d70d203789457ba13c1ed5d274f33ce9ae7e81a36", size = 130359, upload-time = "2026-10-07T14:09:00.412Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/71/ca/2bc4f7697cb9f6897bf61aca11803df096a5d971bf69ef5538b243bb1fa8/orjson-3.13.0-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:2715c4808d1571029ed18fd07a82140bf3ba7def0dc89f8d015c416e3649bf87", size = 134583, upload-time = "2026-10-07T14:09:02.047Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/23/b3/12b1af9b87ff9fa0aaf4e5724c87672b30bb5de76f275f7fac64e8219c1b/orjson-3.13.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:08bf722f923d2100bc5e5a5dcf72c656db557049c1bea26582fdd5dd9d5395a1", size = 126500, upload-time = "2026-10-07T14:09:03.863Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/ad/ea/cf257fc8a7f4b18f5677c22b3a9673a1b51d4b7161f25177ed389b76560e/orjson-3.13.0-cp314-cp314-win_amd64.whl", hash = "sha256:6adcaa85d79977659a448b4123a88eb33511a11ed2db243535ad7ea88a6668e0", size = 121378, upload-time = "2026-10-07T14:09:05.375Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/05/0a/9f4643f849e9918eab11983b83928af3aac14bedb04002e28e885ee1936f/orjson-3.13.0-cp314-cp314-win_arm64.whl", hash = "sha256:83705c12b4afde10c62a5dd3fe6fdb21b7900bd0dcd5af1c85612ae94d0ee590", size = 126123, upload-time = "2026-10-07T14:09:07.085Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/8c/15/d265f2b556c0c7c0b30ea830316d6e5af5b85dde08f234a1ebed60fab386/orjson-3.13.0-cp315-cp315-macosx_10_15_x86_64.macosx_11_0_arm64.macosx_10_15_universal2.whl", hash = "sha256:5ef4d4157392a0439b74f7e49e5636b4ea43d9616bd0884effc0195fffcaa2d5", size = 223305, upload-time = "2026-10-07T14:09:08.84Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/0c/97/781be8b80a33b8171b3f5acea941af47182c8b4b5827c2b7c3fea706f21c/orjson-3.13.0-cp315-cp315-macosx_15_0_arm64.whl", hash = "sha256:84d87e322e1674408f85adea63f11aa19201eba082755aec20ebc217f493bbd2", size = 123515, upload-time = "2026-10-07T14:09:10.792Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/20/68/011bb98fa7da7b430b363db1bb7ef9160c438fc5c43e7468fb593c220037/orjson-3.13.0-cp315-cp315-manylinux_2_39_aarch64.whl", hash = "sha256:8c2ac5c09b017c484df1b4c68b2cf250b4e8ba08204cb58e7cd6cbbc71a9c902", size = 129222, upload-time = "2026-10-07T14:09:12.542Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/86/7f/d96fa2aedaaec14c095ea9cd48d2158fdf33c0f4fd6e7a598d899d536b03/orjson-3.13.0-cp315-cp315-manylinux_2_39_armv7l.whl", hash = "sha256:51d11525bc3ca736fa97ce4e4c7da9999cc00bf261522bede43b4e7531bd7965", size = 113152, upload-time = "2026-10-07T14:09:14.059Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/e9/2d/ee77aa685c54bd920a1f0e2936986b46269adb0d72bf5098c2c694dbeb36/orjson-3.13.0-cp315-cp315-manylinux_2_39_i686.whl", hash = "sha256:ac81530647c3423107cf61c3481e91f57134e9ddfb6ef83f5150ccbdcbc3a3ee", size = 130749, upload-time = "2026-10-07T14:09:15.835Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/48/eb/3411fbfdad61b3f3af22343b5af7ed5c8a1679e35f442e8f1b229b33040e/orjson-3.13.0-cp315-cp315-manylinux_2_39_x86_64.whl", hash = "sha256:0526a3456db67b264c6d661b5f090077f326b6cd074d0ef53a72763595dec5d7", size = 130471, upload-time = "2026-10-07T14:09:17.463Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/87/71/abdc2b8c70b8d85a6cb22f404da0f52d7d712f9d49cda039a0cb1adcb973/orjson-3.13.0-cp315-cp315-musllinux_1_2_aarch64.whl", hash = "sha256:dd61e64802d51d1e4f16531c64536354fc3bc67932dc0cff254044f72bf0f187", size = 134793, upload-time = "2026-10-07T14:09:19.084Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/0a/2e/1c13552d8b0241083116de02b2f284ee38501ef06ebfb79893f741538168/orjson-3.13.0-cp315-cp315-musllinux_1_2_x86_64.whl", hash = "sha256:c5e3ccaac3106e8fa6e2f2f6962449d7c757d7b067e41b395a19d6f0d6cec892", size = 126711, upload-time = "2026-10-07T14:09:20.645Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/85/f8/d4ece953a519d064cf690adaa68cd389d5b64fd261726334841b32978d6a/orjson-3.13.0-cp315-cp315-win_amd64.whl", hash = "sha256:7804dd1d6161da0e53b284c2aebf20f23e78eaac617300803e1467d1828d987f", size = 121496, upload-time = "2026-10-07T14:09:22.359Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/70/cf/f691388c4a9bc4af7dcc1648c4b40845869908b517d7c0009d005c7d1fa1/orjson-3.13.0-cp315-cp315-win_arm64.whl", hash = "sha256:f5c05a8fee59309f537590a1ff12d3c1009c485e96a50a9ac60dd085c09d0fc0", size = 126260, upload-time = "2026-10-07T14:09:23.928Z" },
|
||||
]
|
||||
|
||||
[[package]]
|
||||
@@ -847,7 +841,7 @@ wheels = [
|
||||
|
||||
[[package]]
|
||||
name = "pytest"
|
||||
version = "9.1.1"
|
||||
version = "9.2.0"
|
||||
source = { registry = "https://pypi.org/simple" }
|
||||
dependencies = [
|
||||
{ name = "colorama", marker = "sys_platform == 'win32'" },
|
||||
@@ -858,35 +852,35 @@ dependencies = [
|
||||
{ name = "pygments" },
|
||||
{ name = "tomli", marker = "python_full_version < '3.11'" },
|
||||
]
|
||||
sdist = { url = "https://files.pythonhosted.org/packages/e4/47/b9efed96c114afcfa3c9d3fe98a76a1d14c74a9e266d397cf6eb64be5e01/pytest-9.1.1.tar.gz", hash = "sha256:1088fbde8f2b49d95a549a195707afa7a76a3ce9bcadc26b6d71f0ffda5fe313", size = 1636369, upload-time = "2026-06-19T10:58:32.857Z" }
|
||||
sdist = { url = "https://files.pythonhosted.org/packages/79/42/bb4641652e58dedeac2ec51abc1f8cae4fee4ec63899a0999016229a0f2a/pytest-9.2.0.tar.gz", hash = "sha256:97c4f3b1f3c7414aa36465e09b8220f1d03627993bd51b1282e193753c80557b", size = 1797555, upload-time = "2026-10-27T21:30:20.728Z" }
|
||||
wheels = [
|
||||
{ url = "https://files.pythonhosted.org/packages/24/25/1de2678b631f5a49215c6c96fff41ba892b0a34df68d6d80292b1b48aa7f/pytest-9.1.1-py3-none-any.whl", hash = "sha256:37a86b45efb9a47a61a36449063e8e18d0cab3161329fc099eb21783169c4f0c", size = 386536, upload-time = "2026-06-19T10:58:31.347Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/51/39/1f5d8c8877a0fa327db959c19341d4be61660de1ab6b7391f9eb805bcd67/pytest-9.2.0-py3-none-any.whl", hash = "sha256:07acdcf88ec174f907dc01af70bf52d49b014bbab03faeeade31c96b18c2e588", size = 411776, upload-time = "2026-10-27T21:30:19.131Z" },
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "pytest-asyncio"
|
||||
version = "1.4.0"
|
||||
version = "1.4.1"
|
||||
source = { registry = "https://pypi.org/simple" }
|
||||
dependencies = [
|
||||
{ name = "backports-asyncio-runner", marker = "python_full_version < '3.11'" },
|
||||
{ name = "pytest" },
|
||||
{ name = "typing-extensions", version = "4.16.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.13'" },
|
||||
]
|
||||
sdist = { url = "https://files.pythonhosted.org/packages/43/7c/d36d04db312ecf4298932ef77e6e4a9e8ad017906e24e34f0b0c361a2473/pytest_asyncio-1.4.0.tar.gz", hash = "sha256:c6c0d2259945122819f171a32ecea2c349ead889ee28176caaf492143424be42", size = 58514, upload-time = "2026-05-26T09:56:04.083Z" }
|
||||
sdist = { url = "https://files.pythonhosted.org/packages/f8/9a/887535e477847f5159377ab35303923644840b13c0ca03c0a467f84d4680/pytest_asyncio-1.4.1.tar.gz", hash = "sha256:e8266eb094e5ee9ffdb2068c9836f33e209ea77a970eb846933d416b5602669b", size = 145237, upload-time = "2026-10-25T21:05:37.135Z" }
|
||||
wheels = [
|
||||
{ url = "https://files.pythonhosted.org/packages/03/e2/08a497ef684b88559c9cc5f4ad53a37e7b99e727094a86d6ea32536d5d3c/pytest_asyncio-1.4.0-py3-none-any.whl", hash = "sha256:933ca923a23075a87fb7070c0ec272a6848489824d887c85c812670932835aa1", size = 16930, upload-time = "2026-05-26T09:56:02.576Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/46/d7/cd9e2708afdbf059658adaf08bdb0792ca52489871051d6ce7d498b51277/pytest_asyncio-1.4.1-py3-none-any.whl", hash = "sha256:507afa78ec77c6661164ef1a2368bc7820383fd1a14b2a7f813de8b5a92949cc", size = 17061, upload-time = "2026-10-25T21:05:35.473Z" },
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "pytest-mock"
|
||||
version = "3.16.0"
|
||||
version = "3.17.0"
|
||||
source = { registry = "https://pypi.org/simple" }
|
||||
dependencies = [
|
||||
{ name = "pytest" },
|
||||
]
|
||||
sdist = { url = "https://files.pythonhosted.org/packages/7a/7f/6ed29931d5c8cd396e7c0a55412e6cc88020373365c8685985dea53d26d7/pytest_mock-3.16.0.tar.gz", hash = "sha256:5a8395528b8f498205f3718f575228d0edaed7425fff638f87d1a6c3e0383636", size = 35362, upload-time = "2026-09-27T14:57:55.46Z" }
|
||||
sdist = { url = "https://files.pythonhosted.org/packages/97/c2/28b9f5b955ff2bcd4727a6f768e2ca9b586cd7c37b95ea5f7b9b873ac7b3/pytest_mock-3.17.0.tar.gz", hash = "sha256:e36576e0985e01027e999891e7a966c67822d40c89ef1b4c8b6e22737e3590b4", size = 43064, upload-time = "2026-10-17T16:21:42.435Z" }
|
||||
wheels = [
|
||||
{ url = "https://files.pythonhosted.org/packages/db/5b/b83a9bf1a3b4ec222f9fa083147ff6816245223da0ab92370e7e056f113f/pytest_mock-3.16.0-py3-none-any.whl", hash = "sha256:007cfeb257801d88d9c0b2a7b5a15a15e73b71968dfd72e7bf8c4a2f8393aec8", size = 10016, upload-time = "2026-09-27T14:57:54.283Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/e8/ea/47fbdc8f37410956fd445720e927589b1e2a47772c5f28109f0ce2fa26d9/pytest_mock-3.17.0-py3-none-any.whl", hash = "sha256:1b82aa4b37137248bd687055e109723debeb07b489de1565297dc9589c5f2d6b", size = 11248, upload-time = "2026-10-17T16:21:41.265Z" },
|
||||
]
|
||||
|
||||
[[package]]
|
||||
@@ -995,27 +989,27 @@ wheels = [
|
||||
|
||||
[[package]]
|
||||
name = "ruff"
|
||||
version = "0.16.9"
|
||||
version = "0.17.3"
|
||||
source = { registry = "https://pypi.org/simple" }
|
||||
sdist = { url = "https://files.pythonhosted.org/packages/96/bf/c935ca98e73fe8ce65b87ef08a280c0c1e85295d569228c15e87d8fdfaf1/ruff-0.16.9.tar.gz", hash = "sha256:12b625c6cfba78d285d9f48eda5f053374f1e53cb10ef17342a383750db99161", size = 4948764, upload-time = "2026-09-24T20:37:49.416Z" }
|
||||
sdist = { url = "https://files.pythonhosted.org/packages/59/73/81f140c4edd9cc323de5478e6bbd3bbcfae9a82692df1a258de8cec6a6d2/ruff-0.17.3.tar.gz", hash = "sha256:a57049c8addb3662073859bb55a7ad35aa54f8a7c9ed268911d1333c5aadaaa9", size = 5339444, upload-time = "2026-10-27T00:34:05.914Z" }
|
||||
wheels = [
|
||||
{ url = "https://files.pythonhosted.org/packages/0d/26/df51322b52ee1ada7eff2d071ea09d11d5c2d1dcc9f02594f5785c4d1635/ruff-0.16.9-py3-none-linux_armv6l.whl", hash = "sha256:95e6f022090368ab3b824c36276839c53b2adf1a3f4c09fefc33dfc400f6da96", size = 10082922, upload-time = "2026-09-24T20:37:13.045Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/a5/27/7bf51f5a7aa375e9f339280a303aab44ca75dc1525f1cdc5991761685b0f/ruff-0.16.9-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:a5f27be168556594a86d2f415db0cf43f5291917849318f873c7e2791f7a8c67", size = 10236360, upload-time = "2026-09-24T20:37:16.049Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/b6/63/09659283f92f02dff45809da194a70da2f688d87c55d8875c4fae3536072/ruff-0.16.9-py3-none-macosx_11_0_arm64.whl", hash = "sha256:1632eb1d6197f33bd00b1acbc5b71009e89a8895c158e2d2b03a834fac964ab6", size = 9892940, upload-time = "2026-09-24T20:37:17.957Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/24/58/98de1b72ec172f5f8f1731236fe21585b3998bf7dfe9fcc44ae9ba626012/ruff-0.16.9-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b3f951b14d865d5952c89d40a5ca07e87abe24fa5453299878411e127748fb1c", size = 10032114, upload-time = "2026-09-24T20:37:19.942Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/c8/7d/f1e17c54ab59d4bad1dce8ee3e22a7a1d0ef4745240decacdcf3832b5bb2/ruff-0.16.9-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:447fc07e1573afff7cb02803462b12b6c8ece7cf10e2cd78565fa6d7a1c0bf8d", size = 9910227, upload-time = "2026-09-24T20:37:21.872Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/34/19/436f647a65075bbd3bab2668b3bdaa5120559b294694018cdcefabbbf30b/ruff-0.16.9-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:8a3e039a6a40ed976c491722b60e0ae4a4aa1a86057f540ee7a37a5d19ae9120", size = 10547484, upload-time = "2026-09-24T20:37:24.229Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/03/59/38430a6bc2f6d8095447ac39625cf8b6e9344a47e6c26225c8ba1bff3ffb/ruff-0.16.9-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:4684dded7db60aa57cb118fa158630f5feade4af5782903b6053484bdf9bd129", size = 11412367, upload-time = "2026-09-24T20:37:26.307Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/c8/bd/bbb6d7fc7f208c8b8c50dd5dc8206e4cfdb1e7a8fb852606a3adf370c880/ruff-0.16.9-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:d29c934357e45642fda2f34c0b1f4025b4a6c01e15e4bf0016879d60078a142c", size = 10869787, upload-time = "2026-09-24T20:37:28.35Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/bc/b8/9c543074918061abbefc3bd139bee22de35abedb00dde0f2d27288838962/ruff-0.16.9-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a21713e629d3e5bdb2f5c2def1cc7f04f47fa8e1a7eb0571b4a28e1da64bc728", size = 10406494, upload-time = "2026-09-24T20:37:30.624Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/35/7a/5a8851bd146e7ccf8fd4b003f6c75c11f8fbdb0e60673b45097986b6bf41/ruff-0.16.9-py3-none-manylinux_2_31_riscv64.whl", hash = "sha256:7baa24ef5fc8e77aa93879e1d3f43754a01ae488e869f1ae30cf431afd4d2452", size = 10590083, upload-time = "2026-09-24T20:37:32.439Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/87/f0/4c3467188f23f806960b46fa76575a7cd0514c9ba90562650b71efc96980/ruff-0.16.9-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:a41aac6230aadfaa133bdfa1614488531ffa3e0837567ae04c0da2058a9c0f9e", size = 10119151, upload-time = "2026-09-24T20:37:34.581Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/15/34/5a4def5adea572ce6aea0bb64f21f928ee317b80e0db747d7979b01d7261/ruff-0.16.9-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:c2529fb5896d49115b0e9aa8f887490b34bbe76baf879ec2264ac59406869ce7", size = 9911544, upload-time = "2026-09-24T20:37:36.796Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/62/5d/d15ebea7499eef9373318c0ee6ca127832927c6529731f6d48e18dce7ca9/ruff-0.16.9-py3-none-musllinux_1_2_i686.whl", hash = "sha256:41e3870277694177429b56406d65dfbdb2c2802c52b715edaf6a0b829c69d4ee", size = 10269884, upload-time = "2026-09-24T20:37:38.857Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/d1/56/c5d3cd119ded7a3c7aba0e961b69cb3df701c91662c98ad694467d060ce1/ruff-0.16.9-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:8adbe4e58af167f767d7b2ba5e83c42e878350796cf78c2f5e14ab9903a92588", size = 10749366, upload-time = "2026-09-24T20:37:41.042Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/ac/fe/734ec7527029ac757ecf821f143c9f3fcf69149c21f53a044a899b430f5a/ruff-0.16.9-py3-none-win32.whl", hash = "sha256:0e1dbc2073624dee6618d41d0098690a7244654af746704b64759e12b6b6b385", size = 10152355, upload-time = "2026-09-24T20:37:43.025Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/14/21/26e4643629b3ebb44f0a06f9c9a53058d63d989415f63a9a3c28e2ee7f22/ruff-0.16.9-py3-none-win_amd64.whl", hash = "sha256:6bd40fec8cd4c8a3d4dd589bd8ad4e6320c13c29234159bfd959a40d529d597b", size = 10592965, upload-time = "2026-09-24T20:37:44.944Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/51/60/5fb1a39dbb5ae314d5f59bc7348a63c1d5c20f3cd83914c4b5cb0be31d2d/ruff-0.16.9-py3-none-win_arm64.whl", hash = "sha256:ed1a252039200f57a59eebc063b54beabea67bfbaaca0eeaa7f54b5fbcda2284", size = 10458649, upload-time = "2026-09-24T20:37:46.882Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/9e/8c/083365310c4e79c842f25bf5a842facbd9b0c0ec336f96dffa5074fe723d/ruff-0.17.3-py3-none-linux_armv6l.whl", hash = "sha256:ab86b84cd9d05e56d329742c0cabdcbe2d1d56c98f4a04aab9b5b66196febfb4", size = 10216522, upload-time = "2026-10-27T00:33:29.822Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/72/26/4b2edf31cfebe9605d8f6ed8f1d6f376d3a53d4c9a123e62661c64c440f0/ruff-0.17.3-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:e407b4a6852853a9a2cdce96963e94ad9775578bb44e7561a0f2829f3cc04b11", size = 10217786, upload-time = "2026-10-27T00:33:33.949Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/a2/7e/537aba4b7f54397a374d2f6a6fc93e9c8015e18553f31a4a7b7dbced48b5/ruff-0.17.3-py3-none-macosx_11_0_arm64.whl", hash = "sha256:b75cc113b3aca388933d8296b667b1ac401a80317ea3074c9b0a66541199da29", size = 9440362, upload-time = "2026-10-27T00:33:35.784Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/3d/66/283e39734f66c8a5ebaa93c22eb7b7515779a0b1d5a5c0ad20e05c0edb41/ruff-0.17.3-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ab5fa7ed5ce18554ea69d850ad162cbaa0c85fc47c08d83a569f806681c9a6ad", size = 10094281, upload-time = "2026-10-27T00:33:38.216Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/21/4c/1ffc768497bd025a32c72152771e40c0b99bddc5cc6e4f50c7949a395346/ruff-0.17.3-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:c673c170e27834d1262e3a9c1e97bdc9b9c3b180c63d89173ce69747232474c1", size = 10022543, upload-time = "2026-10-27T00:33:40.181Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/73/c3/f90db547301080fcb82c92abf914c8bd57b89911d9b65a6c4cc6b52d0635/ruff-0.17.3-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:6a754c0341bc9ca151b7b335988b3263921c08859f84ca219b70cee825571b6f", size = 10683921, upload-time = "2026-10-27T00:33:42.182Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/e5/98/92d4a8a26c6c96cf1a5b34dd59036d8a71e52d650aab065c58867e964e63/ruff-0.17.3-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:4590b9d86c0b1543ebb09094254e191cd43fe8edaf330baa035aab03da251532", size = 11373408, upload-time = "2026-10-27T00:33:44.19Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/43/02/1f24d2e3064c9753926deeb901afa57777b37ee46799b09ddd7aee6e5145/ruff-0.17.3-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:bbde18beccd98c29a227c63c99022e3443b99258e08326df6425dfe0443705ef", size = 10977469, upload-time = "2026-10-27T00:33:46.179Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/f0/20/fecedea2209f574ab92033b344e01a7f0c2dc76c6d6d19a14c9f8141173f/ruff-0.17.3-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7fa4b0f931cdbcb8a52044f370a3eb429fb42eb88807b0e800fcaa98dd42b24e", size = 10577491, upload-time = "2026-10-27T00:33:48.233Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/33/36/b93fdf0bc6f84f0cd487aadfb0354deb40013669ea35ac3d26855de1e959/ruff-0.17.3-py3-none-manylinux_2_31_riscv64.whl", hash = "sha256:39405f341deec934b4289634324ad695f72df2970f9121582872eaf5b722f0f5", size = 10608748, upload-time = "2026-10-27T00:33:50.284Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/5d/b7/7d3f5f14145daead1efb0b9a8289ed1daa100f419d60774375951723ce00/ruff-0.17.3-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:68074094f55ca3d29ab19491f640282f7a84061c4c7977aa5094b968ca457e9a", size = 10075057, upload-time = "2026-10-27T00:33:52.074Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/b0/ed/93ff7a5909ee56e2bd4b982deae9e0efb2724417874a90c9e41ad66c6dd7/ruff-0.17.3-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:27bb571ac78fef178fe5118d2827df95c2aae74a48fff2b15f6acd03af5ff5bb", size = 10022431, upload-time = "2026-10-27T00:33:54.061Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/9b/07/a83b9eeec8c1c3c0e4eda15f06c3a91001bfd2687ea2f07b750719bf9712/ruff-0.17.3-py3-none-musllinux_1_2_i686.whl", hash = "sha256:029c37cbd3de48ca37aa12117bead2d065f15da17d66bf84e0d4274013705db2", size = 10394903, upload-time = "2026-10-27T00:33:56.158Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/af/b2/05c39857c2526fcbebe46ad93a8dc97424656dfef14d3ef933abe1ffd331/ruff-0.17.3-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:692fdb46d0fd9c71e380947dc5fc72f2c3f881073bc1f739e4579376231affbe", size = 10799780, upload-time = "2026-10-27T00:33:58.204Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/ec/d9/47171a16739eb7a353936b31c20cf54340531e68c9af7d72fd7a784e235d/ruff-0.17.3-py3-none-win32.whl", hash = "sha256:46539cb031b01fd29ae0a02142483c46640b233ee12bb1c1b690bffa1555d5ca", size = 9908481, upload-time = "2026-10-27T00:34:00.087Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/d0/a0/f08c1631bfd81faa6a90eaf70c37c786c11bed2046302b56bb506c25e1a0/ruff-0.17.3-py3-none-win_amd64.whl", hash = "sha256:56b8ffb3f3b3cbccb8b76b71b38261b7ed982ef5d20f5b447b1b61a7f4949b24", size = 10341333, upload-time = "2026-10-27T00:34:02.099Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/99/d5/4ad4ed31413c301430918e70d3d38ae6f097af0766cb9ab8c9d502b2a4d6/ruff-0.17.3-py3-none-win_arm64.whl", hash = "sha256:81fce74bcd6be0e9da7c67c7553fd0f1f12964a2052cd728ef917b937a5ca1d9", size = 9854332, upload-time = "2026-10-27T00:34:03.847Z" },
|
||||
]
|
||||
|
||||
[[package]]
|
||||
@@ -1083,27 +1077,27 @@ wheels = [
|
||||
|
||||
[[package]]
|
||||
name = "ty"
|
||||
version = "0.0.84"
|
||||
version = "0.0.94"
|
||||
source = { registry = "https://pypi.org/simple" }
|
||||
sdist = { url = "https://files.pythonhosted.org/packages/e1/f6/34f8869c45ea87fe6a931ffa824b1fe4428167173543d92988d631add355/ty-0.0.84.tar.gz", hash = "sha256:0cefdb0cd5d399418dbe83c349ba605047b7dff815ae6f460c80e8522b40be67", size = 7409537, upload-time = "2026-09-24T13:16:24.367Z" }
|
||||
sdist = { url = "https://files.pythonhosted.org/packages/8a/c7/1257c8c70e46274664db1eaf2b8aba99a1277470daaa39c65e7decd67c8f/ty-0.0.94.tar.gz", hash = "sha256:933d2feca6057742d04af00c090621c139e7be2c059aa38b040a70532fd5104b", size = 8106769, upload-time = "2026-10-28T18:06:09.045Z" }
|
||||
wheels = [
|
||||
{ url = "https://files.pythonhosted.org/packages/aa/0c/600648778e1c79133ce6b6a5c4c2531ae16b90c9b30f5041b38b574f61b8/ty-0.0.84-py3-none-linux_armv6l.whl", hash = "sha256:868438e2b9abfc835dd5b5b07ed693db95d8348ac40e3228252511d63ae87695", size = 13935333, upload-time = "2026-09-24T13:15:31.167Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/c5/3b/27f06f49945c36170765fad82076898039ae3873338e9865f876dd62f12c/ty-0.0.84-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:b00f39b521f0b559cde0f6abf8dd47213b513b04f33d58efeb9b98486a16bb17", size = 13511328, upload-time = "2026-09-24T13:15:34.446Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/fc/b6/b12dd130e7f30141f0645614f454c925991cd389b1cc6c8284fd6bf32326/ty-0.0.84-py3-none-macosx_11_0_arm64.whl", hash = "sha256:8f78c2915567f2ee62ce0c24d86091bc76f81577677755e242d09951db588b9a", size = 13445445, upload-time = "2026-09-24T13:15:37.476Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/44/96/f012de4b3c1d9a4773326621380d768b4d48c47e620dc012775c5e01c7d7/ty-0.0.84-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:61155cad0921e890d86d1d911a40b3a0e924ef4bdc3b4f3865a6c89c7e3012dc", size = 13471235, upload-time = "2026-09-24T13:15:40.64Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/05/32/dca630f5f5353fa7bf67eebccf1549df99b16656d21071d0df6677c826a5/ty-0.0.84-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:417c3bf14947ed16b0b92976ab333c27915590354e96d4f581709068d3811355", size = 13680704, upload-time = "2026-09-24T13:15:43.817Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/44/8d/33702c8f62f05ad45b33644fb914d483de6a0a7bc8e51884e9b8773e6d69/ty-0.0.84-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:e06ef117759f654f5379efe9ae79bda8a186016c016f1023d05c34f8e15c1546", size = 14518923, upload-time = "2026-09-24T13:15:46.802Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/c8/a1/da3246e6ef2ae0e842bca4058b25c54bee55ab058ffff4ee54e72517ec01/ty-0.0.84-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:a05d1d53db8b64410ab38c6e32c5898510584869d1d5dd9c0605db81c9aef7df", size = 15027731, upload-time = "2026-09-24T13:15:49.755Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/20/17/b0099098a560aeb4f9fde6c912f9a81622c3e44e6555e1fbe322b368ec31/ty-0.0.84-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:b92400494ab855cfb1204ac1101e3f53b2d09a8e21d171758b2cf9acdab1809e", size = 14748260, upload-time = "2026-09-24T13:15:52.713Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/60/d5/32cd67aedb271f006e716ad093806c96c5d7e2af86be8255469dbd3d76c8/ty-0.0.84-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:af17eb391ae3027fed9be1780bea555c2b8a25ba68e184c627b4981b2c9eaab7", size = 14205858, upload-time = "2026-09-24T13:15:55.677Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/43/c4/638ac62ca2e8eca1b92e3e16273085744fada728b993500819b5c258ca15/ty-0.0.84-py3-none-manylinux_2_31_riscv64.whl", hash = "sha256:44cf06af0e7ec78ea6d8ff33a3450fc19627756a4fba681f7410d4e3ef63047a", size = 14573196, upload-time = "2026-09-24T13:15:59.165Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/a6/f6/9ee81c5d8921e5fd5f10889ae563c95cd3272b31df2ada528919ca1cef6b/ty-0.0.84-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:c6e56b443ff9ba462e34bfbc1e582004c2719ed35f8f93a433744b0ba0afb2d9", size = 13480760, upload-time = "2026-09-24T13:16:02.313Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/f6/83/fbe5d1177667ae16d84c3242846b143809c9cc09568b333e5a9b4d5908f6/ty-0.0.84-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:8b6562fcc48820c1030e2a4509ef2c14ef93043ca4860280074314ac3a825b95", size = 13696346, upload-time = "2026-09-24T13:16:05.391Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/86/9a/1b4ac9ddc34cc0ab4624bc219825d66af52f1ad87f4778ad08ad03fa06d5/ty-0.0.84-py3-none-musllinux_1_2_i686.whl", hash = "sha256:dee7421451efcbd70f03e95a8f2c8d9e5ec3d35edcd27b4095ee00ee062abfc4", size = 13959410, upload-time = "2026-09-24T13:16:08.661Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/c9/04/70e289437a67dfd686056ab4fd91880261a8233033a6a95d29393741fb97/ty-0.0.84-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:31e96307cf621babe969307dd657783d672e2d8bdbd06493710da635bf63fa07", size = 14350294, upload-time = "2026-09-24T13:16:11.865Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/9c/f4/ae7dbd118425c850981d23efb850f0d9d7f6b8d2b852bde2767434f668b4/ty-0.0.84-py3-none-win32.whl", hash = "sha256:4bdc85f91cbaae35825f2b17bb4ac5de0563367875cb0f42b2bf07a1bf7ff2ba", size = 13176439, upload-time = "2026-09-24T13:16:15.049Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/29/ec/994d87252f065dda5a500bc8afc726d18f6582d81d6f4ff1feb8a267c800/ty-0.0.84-py3-none-win_amd64.whl", hash = "sha256:71cc9aa7a7c89d4e12c6a814e9c0c3310ad5bee44efedbd6f5a42d91e9ac0f0d", size = 13962879, upload-time = "2026-09-24T13:16:18.191Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/6d/1c/e6e91852b72566b1ab9aca504712857dfb89324c12092a5bd61d42d34427/ty-0.0.84-py3-none-win_arm64.whl", hash = "sha256:6c9d3718c4a0d318bc9c92af9b2aa85c3294e7dff54cf1d69ad79568f56516da", size = 13656453, upload-time = "2026-09-24T13:16:21.51Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/27/bd/5145d91cf196cb20fc3b005515b21266a419ea7336d3d7891a1769439259/ty-0.0.94-py3-none-linux_armv6l.whl", hash = "sha256:c6463c045880ad17df911a53d367eb2554b17538ca54911bea6ccb20ec95ee11", size = 14528574, upload-time = "2026-10-28T18:05:19.423Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/29/0e/2b563132429b5fc6044095061fde4584548cb55abf0d6d9f2829c41ab226/ty-0.0.94-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:ec3a3892f4290306c674586149668097cf44f13e8b381ba388662f5a440b459b", size = 14067146, upload-time = "2026-10-28T18:05:23.014Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/3d/e0/3a458362ea33ca9756cd6b914f905b3dec007d329b21d83e859ecee65a63/ty-0.0.94-py3-none-macosx_11_0_arm64.whl", hash = "sha256:74ddc6eeecd3251cf8980c9abb960d7eeab649dac5cdb7504910d99c479f84ab", size = 13148266, upload-time = "2026-10-28T18:05:25.769Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/cd/38/5380bdaad2745a4e191deacce96403af74d1992ed8782d5766c301c32b50/ty-0.0.94-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:31bdc3aace142400d7e22b4d32676c063ec42f0437d77940012c3dc60587ecdd", size = 13973583, upload-time = "2026-10-28T18:05:28.731Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/1d/bc/7e1dc4f2594010aff6d1e2e34d0ff9003736210983be5720a04d69c27e03/ty-0.0.94-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:fecacfe9c41ed1109aa503ed172d84b1b0fc283ee49aaf078d298dbe1c62e75f", size = 14269235, upload-time = "2026-10-28T18:05:31.697Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/7b/61/43041f1c53164d6be21ace55047feffeaa8a9709782b01b06c951412b900/ty-0.0.94-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:a49762bbc97a732847da8350ad0227c99ce2675fa32e3f58aa9f9ff4a81e4c14", size = 15191720, upload-time = "2026-10-28T18:05:34.455Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/22/72/f425d48b13cbf12b92e4f837a5866e9788e9ef4d5a071e2b12f54ee94da4/ty-0.0.94-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:76a7b3aea839dfafb4bc068af918e0292b06ac26ea2a43f7ab3dd65548c0ed50", size = 15596604, upload-time = "2026-10-28T18:05:37.377Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/13/ea/bd2da666ad4af596886833b095098fa9ff93685285f48bebc4d3865126e0/ty-0.0.94-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:f032ce5a9c0c7033a5a8e748f952ece2e22afe2b148d211d05dca2cba8b28000", size = 15572711, upload-time = "2026-10-28T18:05:40.499Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/44/f8/4f07eac57e9b60f49cc222d5048d9a61ac7f0902964ec8ac8d4ea8bc521d/ty-0.0.94-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:cc5e780c2107c1b83a21a394076da328e05a293ce06298df40ecab1ddc31d371", size = 16309102, upload-time = "2026-10-28T18:05:43.539Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/22/39/c2ac7e14eb8ca59bd3c71b8c3055294524df84c476ba88545f59c11ceaf9/ty-0.0.94-py3-none-manylinux_2_31_riscv64.whl", hash = "sha256:5bc969cdabf85aa66987c9b4818072e3af17ce5f2b7bc93550ab896c904c6c40", size = 15073645, upload-time = "2026-10-28T18:05:46.65Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/d1/7d/dd4935abf50a97ccc1f46cf6c921a7acdab30f102c3c56aa4e8d6cbc3fa9/ty-0.0.94-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:27bbaff0d7bbcb3e92ed7cab07d6b26dc7ed7fa28ff69910324e5cc347c7b256", size = 13936242, upload-time = "2026-10-28T18:05:49.726Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/d6/f0/b65fa6ccde2d629e25031bf2cc2d21ac7b50ee6e0e3d29a5f471c4686c54/ty-0.0.94-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:d0960eb71220300655d67db91073fd180f385186b1d186e76faa2fd3ae5bd10f", size = 14280351, upload-time = "2026-10-28T18:05:52.521Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/d6/d2/5c901ad5e4f5444852b002b1f4dd3a0b470039305c688facc0483bfccd1a/ty-0.0.94-py3-none-musllinux_1_2_i686.whl", hash = "sha256:ab04c14bca92ab92106ceaa19a962a80998389700cf7938576ba3936a304355d", size = 14611163, upload-time = "2026-10-28T18:05:55.208Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/6d/99/37d8633e9b5d1dcf1b06f12466825ff0c4028664994e573c352546ee9cbd/ty-0.0.94-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:a92ebefa092e6bd58cb5719626858df744575473e2de0cd1c44abd44b9b84b57", size = 14938978, upload-time = "2026-10-28T18:05:58.17Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/51/13/804b1f993bf84a819385f8b440fbc4b894499e2c20d865cd74d69327e7b8/ty-0.0.94-py3-none-win32.whl", hash = "sha256:3212dcf30b7567f2bb65a83cdfc4818a5385f82e7afddd83548b0d84e759057e", size = 13448009, upload-time = "2026-10-28T18:06:01.111Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/a1/23/81850750cda0ea781ba9d6e08cea1a1039361cb3474c7dd03765bbc4b51f/ty-0.0.94-py3-none-win_amd64.whl", hash = "sha256:daf5bafe8e7d21b8a99a56fc8518f2342a2dbcaa370a5c25cfaedc684088d158", size = 14010576, upload-time = "2026-10-28T18:06:03.773Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/d7/d4/ac3a759556493230823abd31e149c95401f96b9cac36567bd403a8454ea3/ty-0.0.94-py3-none-win_arm64.whl", hash = "sha256:ce344353ccdc542cfcfd6abe1481cf23c005f483411ea79652b78ce0beae36f2", size = 13547398, upload-time = "2026-10-28T18:06:06.379Z" },
|
||||
]
|
||||
|
||||
[[package]]
|
||||
|
||||
@@ -4,7 +4,7 @@ build-backend = "hatchling.build"
|
||||
|
||||
[project]
|
||||
name = "langgraph-checkpoint-sqlite"
|
||||
version = "3.1.2"
|
||||
version = "3.1.3"
|
||||
description = "Library with a SQLite implementation of LangGraph checkpoint saver."
|
||||
authors = []
|
||||
requires-python = ">=3.10"
|
||||
@@ -12,7 +12,7 @@ readme = "README.md"
|
||||
license = "MIT"
|
||||
license-files = ['LICENSE']
|
||||
dependencies = [
|
||||
"langgraph-checkpoint>=4.3.0,<5.0.0",
|
||||
"langgraph-checkpoint>=4.3.1,<5.0.0",
|
||||
"aiosqlite>=0.20",
|
||||
"sqlite-vec>=0.1.6",
|
||||
]
|
||||
|
||||
Generated
+2
-2
@@ -285,7 +285,7 @@ wheels = [
|
||||
|
||||
[[package]]
|
||||
name = "langgraph-checkpoint"
|
||||
version = "4.3.0"
|
||||
version = "4.3.1"
|
||||
source = { editable = "../checkpoint" }
|
||||
dependencies = [
|
||||
{ name = "langchain-core" },
|
||||
@@ -360,7 +360,7 @@ test = [
|
||||
|
||||
[[package]]
|
||||
name = "langgraph-checkpoint-sqlite"
|
||||
version = "3.1.2"
|
||||
version = "3.1.3"
|
||||
source = { editable = "." }
|
||||
dependencies = [
|
||||
{ name = "aiosqlite" },
|
||||
|
||||
@@ -4,7 +4,7 @@ build-backend = "hatchling.build"
|
||||
|
||||
[project]
|
||||
name = "langgraph-checkpoint"
|
||||
version = "4.3.0"
|
||||
version = "4.3.1"
|
||||
description = "Library with base interfaces for LangGraph checkpoint savers."
|
||||
authors = []
|
||||
requires-python = ">=3.10"
|
||||
|
||||
Generated
+1
-1
@@ -301,7 +301,7 @@ wheels = [
|
||||
|
||||
[[package]]
|
||||
name = "langgraph-checkpoint"
|
||||
version = "4.3.0"
|
||||
version = "4.3.1"
|
||||
source = { editable = "." }
|
||||
dependencies = [
|
||||
{ name = "langchain-core" },
|
||||
|
||||
@@ -2148,6 +2148,6 @@ yocto-queue@^0.1.0:
|
||||
integrity sha512-rVksvsnNCdJ/ohGc6xgPwyN8eheCxsiLM8mxuE/t/mOVqJewPuO1miLpTHQiRgTKCLexL4MeAFVagts7HmNZ2Q==
|
||||
|
||||
"zod@^3.25.76 || ^4":
|
||||
version "4.3.6"
|
||||
resolved "https://registry.yarnpkg.com/zod/-/zod-4.3.6.tgz#89c56e0aa7d2b05107d894412227087885ab112a"
|
||||
integrity sha512-rftlrkhHZOcjDwkGlnUtZZkvaPHCsDATp4pGpuOOMDaTdDDXF91wuVDJoWoPsKX/3YPQ5fHuF3STjcYyKr+Qhg==
|
||||
version "4.6.7"
|
||||
resolved "https://registry.yarnpkg.com/zod/-/zod-4.6.7.tgz#e806cf64a7f4e37635ce9f2f52c04c3766f75e5b"
|
||||
integrity sha512-g8W2D2kU6a8untc053fX1uVBKzM7yqAxW/3zwk83+6RyF2+SKOuV+c0wBDhUwzV1PaGapmZH+rmcUzPf+3CGwg==
|
||||
@@ -2431,7 +2431,6 @@ def _deploy_cmd(
|
||||
validate_deploy_commands(install_command, build_command)
|
||||
agent = None
|
||||
if agent_id is not None or environment is not None:
|
||||
em.note("Note: --agent-id and --agent-environment flags are in private beta")
|
||||
if not agent_id or not agent_id.strip() or not environment:
|
||||
raise click.UsageError(
|
||||
"--agent-id and --agent-environment are required together."
|
||||
|
||||
@@ -85,6 +85,8 @@ def test_agent_create(deployment_api, tmp_path, monkeypatch):
|
||||
assert "name" not in payload
|
||||
assert build.call_args.kwargs["deployment_id"] == "runtime-id"
|
||||
assert "server-name" in result.output
|
||||
assert "'langgraph deploy' is in beta" in result.output
|
||||
assert "private beta" not in result.output
|
||||
assert (tmp_path / ".env").read_text() == "LANGSMITH_DEPLOYMENT_NAME=legacy\n"
|
||||
|
||||
|
||||
|
||||
@@ -1,6 +1,7 @@
|
||||
from __future__ import annotations
|
||||
|
||||
import asyncio
|
||||
import copy
|
||||
import enum
|
||||
import inspect
|
||||
import logging
|
||||
@@ -23,9 +24,16 @@ from typing import (
|
||||
Optional,
|
||||
Protocol,
|
||||
TypeGuard,
|
||||
TypeVar,
|
||||
cast,
|
||||
)
|
||||
|
||||
from langchain_core.callbacks.base import BaseCallbackHandler, BaseCallbackManager
|
||||
from langchain_core.callbacks.manager import (
|
||||
AsyncCallbackManagerForChainRun,
|
||||
BaseRunManager,
|
||||
CallbackManagerForChainRun,
|
||||
)
|
||||
from langchain_core.runnables.base import (
|
||||
Runnable,
|
||||
RunnableConfig,
|
||||
@@ -41,6 +49,7 @@ from langchain_core.runnables.config import (
|
||||
var_child_runnable_config,
|
||||
)
|
||||
from langchain_core.runnables.utils import Input, Output
|
||||
from langchain_core.tracers.base import BaseTracer
|
||||
from langchain_core.tracers.langchain import LangChainTracer
|
||||
from langgraph.store.base import BaseStore
|
||||
|
||||
@@ -57,7 +66,7 @@ from langgraph._internal._constants import (
|
||||
)
|
||||
from langgraph._internal._typing import MISSING
|
||||
from langgraph.errors import NodeError
|
||||
from langgraph.types import StreamWriter
|
||||
from langgraph.types import StreamWriter, TracePolicy
|
||||
|
||||
try:
|
||||
from langchain_core.tracers._streaming import _StreamingCallbackHandler
|
||||
@@ -85,6 +94,29 @@ def _trace_payload(value: Any, transform: Callable[[Any], Any] | None) -> Any:
|
||||
return value
|
||||
|
||||
|
||||
def _is_stream_handler(handler: BaseCallbackHandler) -> bool:
|
||||
# Inheritance, not isinstance on the runtime-checkable protocol, which also
|
||||
# matches any exporter that merely has the tap methods: stream handlers get a
|
||||
# node's real payload and its streamed output.
|
||||
return _StreamingCallbackHandler in type(handler).__mro__
|
||||
|
||||
|
||||
_M = TypeVar("_M", bound=BaseCallbackManager | BaseRunManager)
|
||||
|
||||
|
||||
def _split_handlers(manager: _M) -> tuple[_M, _M]:
|
||||
# The recorded payload exists to keep tracer ingest small, so only tracers get it.
|
||||
# `astream_log`'s handler is a tracer too, but it feeds the caller's own stream.
|
||||
real, tracers = copy.copy(manager), copy.copy(manager)
|
||||
tracers.handlers = [
|
||||
h
|
||||
for h in manager.handlers
|
||||
if isinstance(h, BaseTracer) and not _is_stream_handler(h)
|
||||
]
|
||||
real.handlers = [h for h in manager.handlers if h not in tracers.handlers]
|
||||
return real, tracers
|
||||
|
||||
|
||||
def _set_config_context(
|
||||
config: RunnableConfig, run: Any = None
|
||||
) -> Token[RunnableConfig | None]:
|
||||
@@ -593,13 +625,15 @@ class RunnableSeq(Runnable):
|
||||
*steps: RunnableLike,
|
||||
name: str | None = None,
|
||||
trace_inputs: Callable[[Any], Any] | None = None,
|
||||
trace_outputs: Callable[[Any], Any] | None = None,
|
||||
trace_policy: TracePolicy | None = None,
|
||||
) -> None:
|
||||
"""Create a new RunnableSeq.
|
||||
|
||||
Args:
|
||||
steps: The steps to include in the sequence.
|
||||
name: The name of the `Runnable`.
|
||||
trace_inputs: Transforms the input every callback handler receives.
|
||||
trace_policy: Processes what tracers record, after `trace_inputs`.
|
||||
|
||||
Raises:
|
||||
ValueError: If the sequence has less than 2 steps.
|
||||
@@ -619,7 +653,67 @@ class RunnableSeq(Runnable):
|
||||
self.steps = steps_flat
|
||||
self.name = name
|
||||
self.trace_inputs = trace_inputs
|
||||
self.trace_outputs = trace_outputs
|
||||
self.trace_policy = trace_policy or TracePolicy()
|
||||
|
||||
def _start(self, input: Any, config: RunnableConfig) -> CallbackManagerForChainRun:
|
||||
callback_manager = get_callback_manager_for_config(config)
|
||||
payload = _trace_payload(input, self.trace_inputs)
|
||||
recorded = _trace_payload(payload, self.trace_policy.process_inputs)
|
||||
name = config.get("run_name") or self.get_name()
|
||||
run_id = config.pop("run_id", None)
|
||||
if recorded is payload:
|
||||
return callback_manager.on_chain_start(
|
||||
None, payload, name=name, run_id=run_id
|
||||
)
|
||||
real, tracers = _split_handlers(callback_manager)
|
||||
run_manager = real.on_chain_start(None, payload, name=name, run_id=run_id)
|
||||
tracers.on_chain_start(None, recorded, name=name, run_id=run_manager.run_id)
|
||||
run_manager.handlers = callback_manager.handlers
|
||||
return run_manager
|
||||
|
||||
async def _astart(
|
||||
self, input: Any, config: RunnableConfig
|
||||
) -> AsyncCallbackManagerForChainRun:
|
||||
callback_manager = get_async_callback_manager_for_config(config)
|
||||
payload = _trace_payload(input, self.trace_inputs)
|
||||
recorded = _trace_payload(payload, self.trace_policy.process_inputs)
|
||||
name = config.get("run_name") or self.get_name()
|
||||
run_id = config.pop("run_id", None)
|
||||
if recorded is payload:
|
||||
return await callback_manager.on_chain_start(
|
||||
None, payload, name=name, run_id=run_id
|
||||
)
|
||||
real, tracers = _split_handlers(callback_manager)
|
||||
# Tracers start last, so a cancellation before then leaves no tracer run open.
|
||||
run_manager = await real.on_chain_start(None, payload, name=name, run_id=run_id)
|
||||
await tracers.on_chain_start(
|
||||
None, recorded, name=name, run_id=run_manager.run_id
|
||||
)
|
||||
run_manager.handlers = callback_manager.handlers
|
||||
return run_manager
|
||||
|
||||
def _end(self, run_manager: CallbackManagerForChainRun, output: Any) -> None:
|
||||
recorded = _trace_payload(output, self.trace_policy.process_outputs)
|
||||
if recorded is output:
|
||||
run_manager.on_chain_end(output)
|
||||
else:
|
||||
real, tracers = _split_handlers(run_manager)
|
||||
tracers.on_chain_end(recorded)
|
||||
real.on_chain_end(output)
|
||||
|
||||
async def _aend(
|
||||
self, run_manager: AsyncCallbackManagerForChainRun, output: Any
|
||||
) -> None:
|
||||
recorded = _trace_payload(output, self.trace_policy.process_outputs)
|
||||
if recorded is output:
|
||||
await run_manager.on_chain_end(output)
|
||||
else:
|
||||
real, tracers = _split_handlers(run_manager)
|
||||
# Tracers end first: on_chain_end is shielded once it starts, so a
|
||||
# cancellation can only skip the other handlers' end, never leave a
|
||||
# tracer run open.
|
||||
await tracers.on_chain_end(recorded)
|
||||
await real.on_chain_end(output)
|
||||
|
||||
def __or__(
|
||||
self,
|
||||
@@ -676,15 +770,8 @@ class RunnableSeq(Runnable):
|
||||
) -> Any:
|
||||
if config is None:
|
||||
config = ensure_config()
|
||||
# setup callbacks and context
|
||||
callback_manager = get_callback_manager_for_config(config)
|
||||
# start the root run
|
||||
run_manager = callback_manager.on_chain_start(
|
||||
None,
|
||||
_trace_payload(input, self.trace_inputs),
|
||||
name=config.get("run_name") or self.get_name(),
|
||||
run_id=config.pop("run_id", None),
|
||||
)
|
||||
run_manager = self._start(input, config)
|
||||
# invoke all steps in sequence
|
||||
try:
|
||||
for i, step in enumerate(self.steps):
|
||||
@@ -712,7 +799,7 @@ class RunnableSeq(Runnable):
|
||||
run_manager.on_chain_error(e)
|
||||
raise
|
||||
else:
|
||||
run_manager.on_chain_end(_trace_payload(input, self.trace_outputs))
|
||||
self._end(run_manager, input)
|
||||
return input
|
||||
|
||||
async def ainvoke(
|
||||
@@ -723,15 +810,8 @@ class RunnableSeq(Runnable):
|
||||
) -> Any:
|
||||
if config is None:
|
||||
config = ensure_config()
|
||||
# setup callbacks
|
||||
callback_manager = get_async_callback_manager_for_config(config)
|
||||
# start the root run
|
||||
run_manager = await callback_manager.on_chain_start(
|
||||
None,
|
||||
_trace_payload(input, self.trace_inputs),
|
||||
name=config.get("run_name") or self.get_name(),
|
||||
run_id=config.pop("run_id", None),
|
||||
)
|
||||
run_manager = await self._astart(input, config)
|
||||
|
||||
# invoke all steps in sequence
|
||||
try:
|
||||
@@ -765,7 +845,7 @@ class RunnableSeq(Runnable):
|
||||
await run_manager.on_chain_error(e)
|
||||
raise
|
||||
else:
|
||||
await run_manager.on_chain_end(_trace_payload(input, self.trace_outputs))
|
||||
await self._aend(run_manager, input)
|
||||
return input
|
||||
|
||||
def stream(
|
||||
@@ -776,15 +856,8 @@ class RunnableSeq(Runnable):
|
||||
) -> Iterator[Any]:
|
||||
if config is None:
|
||||
config = ensure_config()
|
||||
# setup callbacks
|
||||
callback_manager = get_callback_manager_for_config(config)
|
||||
# start the root run
|
||||
run_manager = callback_manager.on_chain_start(
|
||||
None,
|
||||
_trace_payload(input, self.trace_inputs),
|
||||
name=config.get("run_name") or self.get_name(),
|
||||
run_id=config.pop("run_id", None),
|
||||
)
|
||||
run_manager = self._start(input, config)
|
||||
# get the run object
|
||||
for h in run_manager.handlers:
|
||||
if isinstance(h, LangChainTracer):
|
||||
@@ -814,10 +887,9 @@ class RunnableSeq(Runnable):
|
||||
)
|
||||
iterator = step.transform(iterator, config)
|
||||
# populates streamed_output in astream_log() output if needed
|
||||
if _StreamingCallbackHandler is not None:
|
||||
for h in run_manager.handlers:
|
||||
if isinstance(h, _StreamingCallbackHandler):
|
||||
iterator = h.tap_output_iter(run_manager.run_id, iterator)
|
||||
for h in run_manager.handlers:
|
||||
if _is_stream_handler(h):
|
||||
iterator = h.tap_output_iter(run_manager.run_id, iterator)
|
||||
# consume into final output
|
||||
output = context.run(_consume_iter, iterator)
|
||||
# sequence doesn't emit output, yield to mark as generator
|
||||
@@ -826,7 +898,7 @@ class RunnableSeq(Runnable):
|
||||
run_manager.on_chain_error(e)
|
||||
raise
|
||||
else:
|
||||
run_manager.on_chain_end(_trace_payload(output, self.trace_outputs))
|
||||
self._end(run_manager, output)
|
||||
|
||||
async def astream(
|
||||
self,
|
||||
@@ -836,15 +908,8 @@ class RunnableSeq(Runnable):
|
||||
) -> AsyncIterator[Any]:
|
||||
if config is None:
|
||||
config = ensure_config()
|
||||
# setup callbacks
|
||||
callback_manager = get_async_callback_manager_for_config(config)
|
||||
# start the root run
|
||||
run_manager = await callback_manager.on_chain_start(
|
||||
None,
|
||||
_trace_payload(input, self.trace_inputs),
|
||||
name=config.get("run_name") or self.get_name(),
|
||||
run_id=config.pop("run_id", None),
|
||||
)
|
||||
run_manager = await self._astart(input, config)
|
||||
# stream the last steps
|
||||
# transform the input stream of each step with the next
|
||||
# steps that don't natively support transforming an input stream will
|
||||
@@ -880,12 +945,11 @@ class RunnableSeq(Runnable):
|
||||
if hasattr(aiterator, "aclose"):
|
||||
stack.push_async_callback(aiterator.aclose)
|
||||
# populates streamed_output in astream_log() output if needed
|
||||
if _StreamingCallbackHandler is not None:
|
||||
for h in run_manager.handlers:
|
||||
if isinstance(h, _StreamingCallbackHandler):
|
||||
aiterator = h.tap_output_aiter(
|
||||
run_manager.run_id, aiterator
|
||||
)
|
||||
for h in run_manager.handlers:
|
||||
if _is_stream_handler(h):
|
||||
aiterator = h.tap_output_aiter(
|
||||
run_manager.run_id, aiterator
|
||||
)
|
||||
# consume into final output
|
||||
output = await asyncio.create_task(
|
||||
_consume_aiter(aiterator), context=context
|
||||
@@ -896,9 +960,7 @@ class RunnableSeq(Runnable):
|
||||
await run_manager.on_chain_error(e)
|
||||
raise
|
||||
else:
|
||||
await run_manager.on_chain_end(
|
||||
_trace_payload(output, self.trace_outputs)
|
||||
)
|
||||
await self._aend(run_manager, output)
|
||||
else:
|
||||
try:
|
||||
async with AsyncExitStack() as stack:
|
||||
@@ -914,12 +976,11 @@ class RunnableSeq(Runnable):
|
||||
if hasattr(aiterator, "aclose"):
|
||||
stack.push_async_callback(aiterator.aclose)
|
||||
# populates streamed_output in astream_log() output if needed
|
||||
if _StreamingCallbackHandler is not None:
|
||||
for h in run_manager.handlers:
|
||||
if isinstance(h, _StreamingCallbackHandler):
|
||||
aiterator = h.tap_output_aiter(
|
||||
run_manager.run_id, aiterator
|
||||
)
|
||||
for h in run_manager.handlers:
|
||||
if _is_stream_handler(h):
|
||||
aiterator = h.tap_output_aiter(
|
||||
run_manager.run_id, aiterator
|
||||
)
|
||||
# consume into final output
|
||||
output = await _consume_aiter(aiterator)
|
||||
# sequence doesn't emit output, yield to mark as generator
|
||||
@@ -928,9 +989,7 @@ class RunnableSeq(Runnable):
|
||||
await run_manager.on_chain_error(e)
|
||||
raise
|
||||
else:
|
||||
await run_manager.on_chain_end(
|
||||
_trace_payload(output, self.trace_outputs)
|
||||
)
|
||||
await self._aend(run_manager, output)
|
||||
|
||||
|
||||
def _consume_iter(it: Iterator[Any]) -> Any:
|
||||
|
||||
@@ -60,7 +60,7 @@ class DeltaChannel(Generic[Value], BaseChannel[Any, Any, Any]):
|
||||
typ: The value type (e.g. `list`, `dict`). Inferred automatically
|
||||
from the outer type when used inside `Annotated[T, DeltaChannel(...)]`.
|
||||
snapshot_frequency: Every Nth update to this channel writes a snapshot
|
||||
blob (default `1000`). Must be a positive int.
|
||||
blob (default `100`). Must be a positive int.
|
||||
"""
|
||||
|
||||
__slots__ = ("value", "reducer", "snapshot_frequency")
|
||||
@@ -71,7 +71,7 @@ class DeltaChannel(Generic[Value], BaseChannel[Any, Any, Any]):
|
||||
reducer: Callable[[Any, Sequence[Any]], Any],
|
||||
typ: type[Value] | None = None,
|
||||
*,
|
||||
snapshot_frequency: int = 1000,
|
||||
snapshot_frequency: int = 100,
|
||||
) -> None:
|
||||
if snapshot_frequency <= 0:
|
||||
raise ValueError(
|
||||
|
||||
@@ -22,7 +22,7 @@ from langchain_core.messages import (
|
||||
)
|
||||
from typing_extensions import TypedDict, deprecated
|
||||
|
||||
from langgraph._internal._constants import CONF, CONFIG_KEY_SEND, NS_SEP
|
||||
from langgraph._internal._constants import CONF, CONFIG_KEY_SEND
|
||||
from langgraph.graph.state import StateGraph
|
||||
from langgraph.pregel._messages import (
|
||||
_messages_delta_reducer as _messages_delta_reducer,
|
||||
@@ -343,7 +343,7 @@ def push_message(
|
||||
)
|
||||
|
||||
from langgraph.config import get_config
|
||||
from langgraph.pregel._messages import StreamMessagesHandler
|
||||
from langgraph.pregel._messages import StreamMessagesHandler, graph_namespace
|
||||
|
||||
config = get_config()
|
||||
message = next(x for x in convert_to_messages([message]))
|
||||
@@ -359,15 +359,12 @@ def push_message(
|
||||
):
|
||||
handlers = config["callbacks"]
|
||||
|
||||
if stream_handler := next(
|
||||
(x for x in handlers if isinstance(x, StreamMessagesHandler)), None
|
||||
):
|
||||
metadata = config["metadata"]
|
||||
message_meta = (
|
||||
tuple(cast(str, metadata["langgraph_checkpoint_ns"]).split(NS_SEP)),
|
||||
metadata,
|
||||
)
|
||||
stream_handler._emit(message_meta, message, dedupe=False)
|
||||
metadata = config["metadata"]
|
||||
for handler in handlers:
|
||||
if isinstance(handler, StreamMessagesHandler):
|
||||
ns = graph_namespace(metadata)
|
||||
if handler.subgraphs or not ns or ns == handler.parent_ns:
|
||||
handler._emit((ns, metadata), message, dedupe=False)
|
||||
|
||||
if state_key:
|
||||
config[CONF][CONFIG_KEY_SEND]([(state_key, message)])
|
||||
|
||||
@@ -228,6 +228,10 @@ def draw_graph(
|
||||
metadata["__interrupt"] = "before"
|
||||
elif name in interrupt_after_nodes:
|
||||
metadata["__interrupt"] = "after"
|
||||
# Duck-typed so core doesn't import ToolNode from langgraph-prebuilt.
|
||||
tools_by_name = getattr(node.bound, "tools_by_name", None)
|
||||
if isinstance(tools_by_name, Mapping) and tools_by_name:
|
||||
metadata["__tools"] = list(tools_by_name)
|
||||
graph.add_node(node.bound, name, metadata=metadata or None)
|
||||
# add start node
|
||||
if START not in nodes:
|
||||
|
||||
@@ -3,6 +3,7 @@ from __future__ import annotations
|
||||
import asyncio
|
||||
import concurrent.futures
|
||||
import time
|
||||
import weakref
|
||||
from collections.abc import Awaitable, Callable, Coroutine
|
||||
from contextlib import AbstractAsyncContextManager, AbstractContextManager, ExitStack
|
||||
from contextvars import copy_context
|
||||
@@ -37,6 +38,13 @@ class Submit(Protocol[P, T]):
|
||||
) -> concurrent.futures.Future[T]: ...
|
||||
|
||||
|
||||
# Futures whose exception a node's error handler took over; the executors
|
||||
# don't re-raise them on exit.
|
||||
SKIP_RERAISE_SET: weakref.WeakSet[concurrent.futures.Future | asyncio.Future] = (
|
||||
weakref.WeakSet()
|
||||
)
|
||||
|
||||
|
||||
class BackgroundExecutor(AbstractContextManager):
|
||||
"""A context manager that runs sync tasks in the background.
|
||||
Uses a thread pool executor to delegate tasks to separate threads.
|
||||
@@ -111,7 +119,7 @@ class BackgroundExecutor(AbstractContextManager):
|
||||
if exc_type is None:
|
||||
# re-raise the first exception that occurred in a task
|
||||
for task, (_, reraise) in tasks.items():
|
||||
if not reraise:
|
||||
if not reraise or task in SKIP_RERAISE_SET:
|
||||
continue
|
||||
try:
|
||||
task.result()
|
||||
@@ -202,7 +210,7 @@ class AsyncBackgroundExecutor(AbstractAsyncContextManager):
|
||||
if exc_type is None:
|
||||
# re-raise the first exception that occurred in a task
|
||||
for task, (_, reraise) in tasks.items():
|
||||
if not reraise:
|
||||
if not reraise or task in SKIP_RERAISE_SET:
|
||||
continue
|
||||
try:
|
||||
if exc := task.exception():
|
||||
|
||||
@@ -23,7 +23,7 @@ from langchain_core.outputs import ChatGeneration, ChatGenerationChunk, LLMResul
|
||||
from pydantic import BaseModel
|
||||
|
||||
from langgraph._internal._config import filter_to_user_tags
|
||||
from langgraph._internal._constants import NS_SEP
|
||||
from langgraph._internal._constants import NS_SEP, PUSH
|
||||
from langgraph.channels.binop import _get_overwrite
|
||||
from langgraph.channels.delta import DeltaChannel
|
||||
from langgraph.constants import TAG_HIDDEN, TAG_NOSTREAM
|
||||
@@ -55,6 +55,23 @@ def _state_values(obj: Any) -> Sequence[Any]:
|
||||
return ()
|
||||
|
||||
|
||||
def graph_namespace(metadata: Mapping[str, Any]) -> tuple[str, ...]:
|
||||
"""Namespace of the graph a task runs in, from the task's run metadata.
|
||||
|
||||
Drops the task's own segment, plus one per enclosing `@task` call: a call
|
||||
runs in its caller's graph but nests its segment under the caller's. A
|
||||
call's `langgraph_path` is `(PUSH, <caller's path>, <index>, True)`, while
|
||||
a `Send` task's ends in `False`.
|
||||
"""
|
||||
ns = tuple(cast(str, metadata["langgraph_checkpoint_ns"]).split(NS_SEP))
|
||||
path = metadata.get("langgraph_path", ())
|
||||
drop = 1
|
||||
while len(path) == 4 and path[0] == PUSH and path[-1] is True:
|
||||
drop += 1
|
||||
path = path[1]
|
||||
return ns[:-drop]
|
||||
|
||||
|
||||
class StreamMessagesHandler(BaseCallbackHandler, _StreamingCallbackHandler):
|
||||
"""A callback handler that implements stream_mode=messages.
|
||||
|
||||
@@ -148,9 +165,7 @@ class StreamMessagesHandler(BaseCallbackHandler, _StreamingCallbackHandler):
|
||||
**kwargs: Any,
|
||||
) -> Any:
|
||||
if metadata and (not tags or (TAG_NOSTREAM not in tags)):
|
||||
ns = tuple(cast(str, metadata["langgraph_checkpoint_ns"]).split(NS_SEP))[
|
||||
:-1
|
||||
]
|
||||
ns = graph_namespace(metadata)
|
||||
if not self.subgraphs and len(ns) > 0 and ns != self.parent_ns:
|
||||
return
|
||||
if (filtered_tags := filter_to_user_tags(tags)) is not None:
|
||||
@@ -213,10 +228,8 @@ class StreamMessagesHandler(BaseCallbackHandler, _StreamingCallbackHandler):
|
||||
and kwargs.get("name") == metadata.get("langgraph_node")
|
||||
and (not tags or TAG_HIDDEN not in tags)
|
||||
):
|
||||
ns = tuple(cast(str, metadata["langgraph_checkpoint_ns"]).split(NS_SEP))[
|
||||
:-1
|
||||
]
|
||||
if not self.subgraphs and len(ns) > 0:
|
||||
ns = graph_namespace(metadata)
|
||||
if not self.subgraphs and len(ns) > 0 and ns != self.parent_ns:
|
||||
return
|
||||
self.metadata[run_id] = (ns, metadata)
|
||||
for value in _state_values(inputs):
|
||||
|
||||
@@ -227,23 +227,14 @@ class PregelNode:
|
||||
def node(self) -> Runnable[Any, Any] | None:
|
||||
"""Get a runnable that combines `bound` and `writers`."""
|
||||
writers = self.flat_writers
|
||||
trace_inputs = self.trace_policy.process_inputs if self.trace_policy else None
|
||||
trace_outputs = self.trace_policy.process_outputs if self.trace_policy else None
|
||||
if self.bound is DEFAULT_BOUND and not writers:
|
||||
return None
|
||||
elif self.bound is DEFAULT_BOUND and len(writers) == 1:
|
||||
return writers[0]
|
||||
elif self.bound is DEFAULT_BOUND:
|
||||
return RunnableSeq(
|
||||
*writers, trace_inputs=trace_inputs, trace_outputs=trace_outputs
|
||||
)
|
||||
return RunnableSeq(*writers, trace_policy=self.trace_policy)
|
||||
elif writers:
|
||||
return RunnableSeq(
|
||||
self.bound,
|
||||
*writers,
|
||||
trace_inputs=trace_inputs,
|
||||
trace_outputs=trace_outputs,
|
||||
)
|
||||
return RunnableSeq(self.bound, *writers, trace_policy=self.trace_policy)
|
||||
else:
|
||||
return self.bound
|
||||
|
||||
|
||||
@@ -34,6 +34,7 @@ from langgraph._internal._constants import (
|
||||
CONFIG_KEY_THREAD_ID,
|
||||
CONFIG_KEY_TIMED_ATTEMPT_OBSERVER,
|
||||
NS_SEP,
|
||||
RETURN,
|
||||
)
|
||||
from langgraph._internal._runnable import create_task_in_config_context
|
||||
from langgraph._internal._timeout import sync_timeout_unsupported
|
||||
@@ -733,15 +734,14 @@ async def arun_with_retry(
|
||||
if stream:
|
||||
async for _ in task.proc.astream(task.input, config):
|
||||
pass
|
||||
break
|
||||
return _return_value(task)
|
||||
return await task.proc.ainvoke(task.input, config)
|
||||
result = await _arun_with_timeout(
|
||||
task, config, resolved_timeout, attempt_ctx, stream=stream
|
||||
)
|
||||
_finish_timed_attempt(config, attempt_ctx)
|
||||
if stream:
|
||||
# if successful, end
|
||||
break
|
||||
return _return_value(task)
|
||||
return result
|
||||
except ParentCommand as exc:
|
||||
ns: str = config[CONF][CONFIG_KEY_CHECKPOINT_NS]
|
||||
@@ -831,6 +831,12 @@ async def arun_with_retry(
|
||||
config = patch_configurable(config, {CONFIG_KEY_RESUMING: True})
|
||||
|
||||
|
||||
def _return_value(task: PregelExecutableTask) -> Any:
|
||||
# Streaming drains the task instead of returning its result, so a caller
|
||||
# awaiting a `@task` needs the value the task wrote.
|
||||
return next((value for channel, value in task.writes if channel == RETURN), None)
|
||||
|
||||
|
||||
def _should_retry_on(retry_policy: RetryPolicy, exc: Exception) -> bool:
|
||||
"""Check if the given exception should be retried based on the retry policy."""
|
||||
if isinstance(retry_policy.retry_on, Sequence):
|
||||
|
||||
@@ -43,7 +43,7 @@ from langgraph._internal._typing import MISSING
|
||||
from langgraph.constants import TAG_HIDDEN
|
||||
from langgraph.errors import GraphBubbleUp, GraphInterrupt, is_invalid_resume
|
||||
from langgraph.pregel._algo import Call
|
||||
from langgraph.pregel._executor import Submit
|
||||
from langgraph.pregel._executor import SKIP_RERAISE_SET, Submit
|
||||
from langgraph.pregel._retry import arun_with_retry, run_with_retry
|
||||
from langgraph.pregel._task_status import CONTROL_WRITES
|
||||
from langgraph.types import (
|
||||
@@ -68,10 +68,6 @@ EXCLUDED_FRAME_FNAMES = (
|
||||
"concurrent/futures/_base.py",
|
||||
)
|
||||
|
||||
SKIP_RERAISE_SET: weakref.WeakSet[concurrent.futures.Future | asyncio.Future] = (
|
||||
weakref.WeakSet()
|
||||
)
|
||||
|
||||
|
||||
class FuturesDict(Generic[F, E], dict[F, PregelExecutableTask | None]):
|
||||
event: E
|
||||
@@ -239,6 +235,8 @@ class PregelRunner:
|
||||
fut.set_exception(exc)
|
||||
futures.done.add(fut)
|
||||
elif reraise and id(exc) not in self._handled_exception_ids:
|
||||
# let the caller stream this task's result before it raises
|
||||
yield
|
||||
if tb := exc.__traceback__:
|
||||
while tb.tb_next is not None and any(
|
||||
tb.tb_frame.f_code.co_filename.endswith(name)
|
||||
@@ -430,6 +428,8 @@ class PregelRunner:
|
||||
fut.set_exception(exc)
|
||||
futures.done.add(fut)
|
||||
elif reraise and id(exc) not in self._handled_exception_ids:
|
||||
# let the caller stream this task's result before it raises
|
||||
yield
|
||||
if tb := exc.__traceback__:
|
||||
while tb.tb_next is not None and any(
|
||||
tb.tb_frame.f_code.co_filename.endswith(name)
|
||||
|
||||
@@ -7,8 +7,9 @@ from uuid import UUID
|
||||
|
||||
from langchain_core.callbacks import BaseCallbackHandler
|
||||
|
||||
from langgraph._internal._constants import NS_SEP
|
||||
from langgraph.constants import TAG_NOSTREAM
|
||||
from langgraph.errors import GraphDrained, GraphInterrupt
|
||||
from langgraph.pregel._messages import graph_namespace
|
||||
from langgraph.pregel.protocol import StreamChunk
|
||||
|
||||
try:
|
||||
@@ -91,12 +92,9 @@ class StreamToolCallHandler(BaseCallbackHandler, _StreamingCallbackHandler):
|
||||
) -> tuple[str, ...] | None:
|
||||
"""Resolve the namespace this tool call should emit at, or `None` to skip.
|
||||
|
||||
Mirrors `StreamMessagesHandler.on_chat_model_start`'s namespace
|
||||
derivation: parses `langgraph_checkpoint_ns` (which ends with
|
||||
the `node_name:task_id` of the calling node), drops that
|
||||
trailing segment, and returns the containing subgraph's own
|
||||
namespace. Returns `None` when the call should be silently
|
||||
suppressed:
|
||||
Mirrors `StreamMessagesHandler.on_chat_model_start`: the namespace
|
||||
is that of the graph the tool runs in (`graph_namespace`). Returns
|
||||
`None` when the call should be silently suppressed:
|
||||
|
||||
- `metadata` is missing — handler is attached to a context
|
||||
without Pregel routing info.
|
||||
@@ -109,11 +107,9 @@ class StreamToolCallHandler(BaseCallbackHandler, _StreamingCallbackHandler):
|
||||
return None
|
||||
if tags and TAG_NOSTREAM in tags:
|
||||
return None
|
||||
nskey = metadata.get("langgraph_checkpoint_ns")
|
||||
if not nskey:
|
||||
ns: tuple[str, ...] = ()
|
||||
else:
|
||||
ns = tuple(cast(str, nskey).split(NS_SEP))[:-1]
|
||||
ns = (
|
||||
graph_namespace(metadata) if metadata.get("langgraph_checkpoint_ns") else ()
|
||||
)
|
||||
if not self.subgraphs and len(ns) > 0 and ns != self.parent_ns:
|
||||
return None
|
||||
return ns
|
||||
@@ -188,6 +184,10 @@ class StreamToolCallHandler(BaseCallbackHandler, _StreamingCallbackHandler):
|
||||
return
|
||||
ns, tool_call_id, token = info
|
||||
self._reset_writer(token)
|
||||
# An interrupted or drained tool is paused, not failed: it runs again
|
||||
# on resume and reports its start and end then.
|
||||
if isinstance(error, (GraphInterrupt, GraphDrained)):
|
||||
return
|
||||
self.stream(
|
||||
(
|
||||
ns,
|
||||
|
||||
@@ -97,6 +97,7 @@ from langgraph._internal._runnable import (
|
||||
Runnable,
|
||||
RunnableLike,
|
||||
RunnableSeq,
|
||||
_is_stream_handler,
|
||||
coerce_to_runnable,
|
||||
)
|
||||
from langgraph._internal._timeout import coerce_timeout_policy
|
||||
@@ -203,11 +204,6 @@ from langgraph.types import (
|
||||
from langgraph.typing import ContextT, InputT, OutputT, StateT
|
||||
from langgraph.warnings import LangGraphDeprecatedSinceV10
|
||||
|
||||
try:
|
||||
from langchain_core.tracers._streaming import _StreamingCallbackHandler
|
||||
except ImportError:
|
||||
_StreamingCallbackHandler = None # type: ignore
|
||||
|
||||
__all__ = ("NodeBuilder", "Pregel")
|
||||
|
||||
_WriteValue = Callable[[Input], Output] | Any
|
||||
@@ -2880,6 +2876,20 @@ class Pregel(
|
||||
for h in callback_manager.inheritable_handlers
|
||||
if not isinstance(h, StreamMessagesHandlerV2)
|
||||
]
|
||||
if CONFIG_KEY_TASK_ID not in config[CONF]:
|
||||
# Not run as a task (a child invoked with its own thread, say),
|
||||
# this graph's namespace starts at the root, so a caller's
|
||||
# handler would take this graph's events for its own graph's.
|
||||
callback_manager.handlers = [
|
||||
h
|
||||
for h in callback_manager.handlers
|
||||
if not _is_stream_mode_handler(h)
|
||||
]
|
||||
callback_manager.inheritable_handlers = [
|
||||
h
|
||||
for h in callback_manager.inheritable_handlers
|
||||
if not _is_stream_mode_handler(h)
|
||||
]
|
||||
if "ls_integration" not in callback_manager.metadata:
|
||||
callback_manager.add_metadata({"ls_integration": "langgraph"})
|
||||
run_manager = callback_manager.on_chain_start(
|
||||
@@ -2898,9 +2908,9 @@ class Pregel(
|
||||
)
|
||||
# set up subgraph checkpointing
|
||||
config = self._own_checkpoint_config(config)
|
||||
stream_handlers: list[StreamMessagesHandler | StreamToolCallHandler] = []
|
||||
# set up messages stream mode
|
||||
if "messages" in stream_modes:
|
||||
ns_ = cast(str | None, config[CONF].get(CONFIG_KEY_CHECKPOINT_NS))
|
||||
use_stream_messages_v2 = bool(
|
||||
version == "v2" and config[CONF].get(CONFIG_KEY_STREAM_MESSAGES_V2)
|
||||
)
|
||||
@@ -2909,24 +2919,12 @@ class Pregel(
|
||||
if use_stream_messages_v2
|
||||
else StreamMessagesHandler
|
||||
)
|
||||
run_manager.inheritable_handlers.append(
|
||||
messages_handler_cls(
|
||||
stream.put,
|
||||
subgraphs,
|
||||
parent_ns=tuple(ns_.split(NS_SEP)) if ns_ else None,
|
||||
)
|
||||
)
|
||||
stream_handlers.append(messages_handler_cls(stream.put, subgraphs))
|
||||
|
||||
# set up tools stream mode
|
||||
if "tools" in stream_modes:
|
||||
ns_tools = cast(str | None, config[CONF].get(CONFIG_KEY_CHECKPOINT_NS))
|
||||
run_manager.inheritable_handlers.append(
|
||||
StreamToolCallHandler(
|
||||
stream.put,
|
||||
subgraphs,
|
||||
parent_ns=tuple(ns_tools.split(NS_SEP)) if ns_tools else None,
|
||||
)
|
||||
)
|
||||
stream_handlers.append(StreamToolCallHandler(stream.put, subgraphs))
|
||||
run_manager.inheritable_handlers.extend(stream_handlers)
|
||||
|
||||
# set up custom stream mode
|
||||
if "custom" in stream_modes:
|
||||
@@ -3009,6 +3007,10 @@ class Pregel(
|
||||
cache_policy=self.cache_policy,
|
||||
has_graph_lifecycle_callbacks=bool(graph_callback_manager.handlers),
|
||||
) as loop:
|
||||
# Known only now: the loop numbers the namespace of every
|
||||
# subgraph a task runs after its first.
|
||||
for handler in stream_handlers:
|
||||
handler.parent_ns = loop.checkpoint_ns
|
||||
emit_graph_lifecycle_events(loop)
|
||||
# create runner
|
||||
runner = PregelRunner(
|
||||
@@ -3291,6 +3293,20 @@ class Pregel(
|
||||
for h in callback_manager.inheritable_handlers
|
||||
if not isinstance(h, StreamMessagesHandlerV2)
|
||||
]
|
||||
if CONFIG_KEY_TASK_ID not in config[CONF]:
|
||||
# Not run as a task (a child invoked with its own thread, say),
|
||||
# this graph's namespace starts at the root, so a caller's
|
||||
# handler would take this graph's events for its own graph's.
|
||||
callback_manager.handlers = [
|
||||
h
|
||||
for h in callback_manager.handlers
|
||||
if not _is_stream_mode_handler(h)
|
||||
]
|
||||
callback_manager.inheritable_handlers = [
|
||||
h
|
||||
for h in callback_manager.inheritable_handlers
|
||||
if not _is_stream_mode_handler(h)
|
||||
]
|
||||
if "ls_integration" not in callback_manager.metadata:
|
||||
callback_manager.add_metadata({"ls_integration": "langgraph"})
|
||||
run_manager = await callback_manager.on_chain_start(
|
||||
@@ -3304,18 +3320,10 @@ class Pregel(
|
||||
run_id=run_manager.run_id,
|
||||
)
|
||||
# if running from astream_log() run each proc with streaming
|
||||
do_stream = (
|
||||
next(
|
||||
(
|
||||
True
|
||||
for h in run_manager.handlers
|
||||
if isinstance(h, _StreamingCallbackHandler)
|
||||
and not isinstance(h, StreamMessagesHandler)
|
||||
),
|
||||
False,
|
||||
)
|
||||
if _StreamingCallbackHandler is not None
|
||||
else False
|
||||
do_stream = any(
|
||||
_is_stream_handler(h)
|
||||
and not isinstance(h, (StreamMessagesHandler, StreamToolCallHandler))
|
||||
for h in run_manager.handlers
|
||||
)
|
||||
if checkpointer is None and durability is not None:
|
||||
warnings.warn(
|
||||
@@ -3323,10 +3331,9 @@ class Pregel(
|
||||
)
|
||||
# set up subgraph checkpointing
|
||||
config = self._own_checkpoint_config(config)
|
||||
stream_handlers: list[StreamMessagesHandler | StreamToolCallHandler] = []
|
||||
# set up messages stream mode
|
||||
if "messages" in stream_modes:
|
||||
# namespace can be None in a root level graph?
|
||||
ns_ = cast(str | None, config[CONF].get(CONFIG_KEY_CHECKPOINT_NS))
|
||||
use_stream_messages_v2 = bool(
|
||||
version == "v2" and config[CONF].get(CONFIG_KEY_STREAM_MESSAGES_V2)
|
||||
)
|
||||
@@ -3335,24 +3342,12 @@ class Pregel(
|
||||
if use_stream_messages_v2
|
||||
else StreamMessagesHandler
|
||||
)
|
||||
run_manager.inheritable_handlers.append(
|
||||
messages_handler_cls(
|
||||
stream_put,
|
||||
subgraphs,
|
||||
parent_ns=tuple(ns_.split(NS_SEP)) if ns_ else None,
|
||||
)
|
||||
)
|
||||
stream_handlers.append(messages_handler_cls(stream_put, subgraphs))
|
||||
|
||||
# set up tools stream mode
|
||||
if "tools" in stream_modes:
|
||||
ns_tools = cast(str | None, config[CONF].get(CONFIG_KEY_CHECKPOINT_NS))
|
||||
run_manager.inheritable_handlers.append(
|
||||
StreamToolCallHandler(
|
||||
stream_put,
|
||||
subgraphs,
|
||||
parent_ns=tuple(ns_tools.split(NS_SEP)) if ns_tools else None,
|
||||
)
|
||||
)
|
||||
stream_handlers.append(StreamToolCallHandler(stream_put, subgraphs))
|
||||
run_manager.inheritable_handlers.extend(stream_handlers)
|
||||
|
||||
# set up custom stream mode
|
||||
def stream_writer(c: Any) -> None:
|
||||
@@ -3461,6 +3456,10 @@ class Pregel(
|
||||
cache_policy=self.cache_policy,
|
||||
has_graph_lifecycle_callbacks=bool(graph_callback_manager.handlers),
|
||||
) as loop:
|
||||
# Known only now: the loop numbers the namespace of every
|
||||
# subgraph a task runs after its first.
|
||||
for handler in stream_handlers:
|
||||
handler.parent_ns = loop.checkpoint_ns
|
||||
await aemit_graph_lifecycle_events(loop)
|
||||
# create runner
|
||||
runner = PregelRunner(
|
||||
@@ -4458,6 +4457,10 @@ def _coerce_checkpoint_values(payload: Any, mapper: Callable[[Any], Any]) -> Non
|
||||
payload["values"] = mapper(payload["values"])
|
||||
|
||||
|
||||
def _is_stream_mode_handler(handler: object) -> bool:
|
||||
return isinstance(handler, (StreamMessagesHandler, StreamToolCallHandler))
|
||||
|
||||
|
||||
def _resolve_parent_ns(
|
||||
graph_config: RunnableConfig | None, call_config: RunnableConfig | None
|
||||
) -> tuple[str, ...]:
|
||||
|
||||
@@ -847,6 +847,11 @@ class RemoteGraph(PregelProtocol):
|
||||
# filter for what was actually requested
|
||||
if mode not in requested:
|
||||
continue
|
||||
# subgraph events may have been requested only for the parent stream.
|
||||
# messages are exempt: the server dedupes them across namespaces, so
|
||||
# dropping them here would also drop the root-level message
|
||||
if not subgraphs and NS_SEP in chunk.event and mode != "messages":
|
||||
continue
|
||||
|
||||
if chunk.event.startswith("messages"):
|
||||
chunk = chunk._replace(data=tuple(chunk.data))
|
||||
@@ -997,6 +1002,11 @@ class RemoteGraph(PregelProtocol):
|
||||
# filter for what was actually requested
|
||||
if mode not in requested:
|
||||
continue
|
||||
# subgraph events may have been requested only for the parent stream.
|
||||
# messages are exempt: the server dedupes them across namespaces, so
|
||||
# dropping them here would also drop the root-level message
|
||||
if not subgraphs and NS_SEP in chunk.event and mode != "messages":
|
||||
continue
|
||||
|
||||
if chunk.event.startswith("messages"):
|
||||
chunk = chunk._replace(data=tuple(chunk.data))
|
||||
|
||||
@@ -4,7 +4,7 @@ build-backend = "hatchling.build"
|
||||
|
||||
[project]
|
||||
name = "langgraph"
|
||||
version = "1.2.17"
|
||||
version = "1.2.19"
|
||||
description = "Building stateful, multi-actor applications with LLMs"
|
||||
authors = []
|
||||
requires-python = ">=3.10"
|
||||
|
||||
@@ -133,6 +133,11 @@
|
||||
"ToolNode"
|
||||
],
|
||||
"name": "tools"
|
||||
},
|
||||
"metadata": {
|
||||
"__tools": [
|
||||
"search_api"
|
||||
]
|
||||
}
|
||||
},
|
||||
{
|
||||
@@ -221,6 +226,11 @@
|
||||
"ToolNode"
|
||||
],
|
||||
"name": "tools"
|
||||
},
|
||||
"metadata": {
|
||||
"__tools": [
|
||||
"search_api"
|
||||
]
|
||||
}
|
||||
},
|
||||
{
|
||||
|
||||
@@ -20,6 +20,7 @@ from langgraph.errors import EmptyChannelError, InvalidUpdateError
|
||||
from langgraph.graph import START, StateGraph
|
||||
from langgraph.graph.message import _messages_delta_reducer
|
||||
from langgraph.graph.state import _get_channel
|
||||
from langgraph.pregel._checkpoint import delta_channels_to_snapshot
|
||||
from langgraph.types import Overwrite
|
||||
|
||||
pytestmark = pytest.mark.anyio
|
||||
@@ -342,6 +343,26 @@ def test_delta_channel_checkpoint_returns_missing() -> None:
|
||||
# ---------------------------------------------------------------------------
|
||||
|
||||
|
||||
@pytest.mark.parametrize("frequency", [None, 50, 1000])
|
||||
def test_delta_channel_snapshot_frequency(frequency: int | None) -> None:
|
||||
spec = (
|
||||
DeltaChannel(_messages_delta_reducer)
|
||||
if frequency is None
|
||||
else DeltaChannel(_messages_delta_reducer, snapshot_frequency=frequency)
|
||||
)
|
||||
expected = 100 if frequency is None else frequency
|
||||
assert spec.snapshot_frequency == expected
|
||||
channel = spec.from_checkpoint(MISSING)
|
||||
channel.update([HumanMessage(content="hi", id="h1")])
|
||||
assert channel.copy().snapshot_frequency == expected
|
||||
for updates in (expected - 1, expected):
|
||||
assert delta_channels_to_snapshot(
|
||||
{"messages": channel},
|
||||
{"messages": (updates, updates)},
|
||||
{"messages": 1},
|
||||
) == ({"messages"} if updates == expected else set())
|
||||
|
||||
|
||||
def test_delta_channel_snapshot_version_based() -> None:
|
||||
"""Snapshots fire when a channel accumulates `snapshot_frequency` updates.
|
||||
|
||||
|
||||
@@ -4346,6 +4346,25 @@ def test_enum_node_names():
|
||||
assert graph.invoke({"foo": "hello"}) == {"foo": "hello", "bar": "hello!"}
|
||||
|
||||
|
||||
@pytest.mark.parametrize("stream_mode", ["tasks", "debug"])
|
||||
def test_failing_task_result_is_streamed_before_the_error(stream_mode: str) -> None:
|
||||
class State(TypedDict):
|
||||
x: str
|
||||
|
||||
def failing(state: State) -> State:
|
||||
raise ValueError("boom")
|
||||
|
||||
graph = StateGraph(State).add_node("failing", failing).add_edge(START, "failing")
|
||||
errors = []
|
||||
with pytest.raises(ValueError, match="boom"):
|
||||
for chunk in graph.compile().stream({"x": ""}, stream_mode=stream_mode):
|
||||
payload = chunk["payload"] if stream_mode == "debug" else chunk
|
||||
if "error" in payload:
|
||||
errors.append(payload["error"])
|
||||
|
||||
assert [type(error) for error in errors] == [ValueError]
|
||||
|
||||
|
||||
def test_debug_retry(sync_checkpointer: BaseCheckpointSaver):
|
||||
class State(TypedDict):
|
||||
messages: Annotated[list[str], operator.add]
|
||||
@@ -8931,6 +8950,39 @@ def test_subgraph_streaming_sync() -> None:
|
||||
assert result["num_chunks"] == 9
|
||||
|
||||
|
||||
def test_subgraph_streaming_node_output_messages_sync() -> None:
|
||||
"""Messages returned by a node (not streamed by an LLM) are emitted when a
|
||||
graph is explicitly streamed with `stream_mode="messages"` inside a node."""
|
||||
|
||||
def respond(state: MessagesState) -> dict:
|
||||
return {"messages": [AIMessage("hi there", id="ai1")]}
|
||||
|
||||
subgraph = (
|
||||
StateGraph(MessagesState)
|
||||
.add_node("respond", respond)
|
||||
.add_edge(START, "respond")
|
||||
.compile()
|
||||
)
|
||||
msgs = {"messages": [("user", "hello")]}
|
||||
|
||||
top_level = [msg for msg, _ in subgraph.stream(msgs, stream_mode="messages")]
|
||||
|
||||
def parent_node(state: MessagesState, config: RunnableConfig) -> dict:
|
||||
nonlocal in_node
|
||||
in_node = [
|
||||
msg for msg, _ in subgraph.stream(msgs, config, stream_mode="messages")
|
||||
]
|
||||
return {}
|
||||
|
||||
in_node: list = []
|
||||
StateGraph(MessagesState).add_node("parent", parent_node).add_edge(
|
||||
START, "parent"
|
||||
).compile().invoke(msgs)
|
||||
|
||||
assert [m.content for m in top_level] == ["hi there"]
|
||||
assert [m.content for m in in_node] == ["hi there"]
|
||||
|
||||
|
||||
def test_get_graph_nonterminal_last_step_source(snapshot: SnapshotAssertion) -> None:
|
||||
class State(TypedDict):
|
||||
messages: list[str]
|
||||
|
||||
@@ -5809,6 +5809,60 @@ async def test_store_injected_async(
|
||||
) # still overwriting the same one
|
||||
|
||||
|
||||
@pytest.mark.parametrize("stream_mode", ["tasks", "debug"])
|
||||
async def test_failing_task_result_is_streamed_before_the_error(
|
||||
stream_mode: str,
|
||||
) -> None:
|
||||
class State(TypedDict):
|
||||
x: str
|
||||
|
||||
async def failing(state: State) -> State:
|
||||
raise ValueError("boom")
|
||||
|
||||
graph = StateGraph(State).add_node("failing", failing).add_edge(START, "failing")
|
||||
errors = []
|
||||
with pytest.raises(ValueError, match="boom"):
|
||||
async for chunk in graph.compile().astream({"x": ""}, stream_mode=stream_mode):
|
||||
payload = chunk["payload"] if stream_mode == "debug" else chunk
|
||||
if "error" in payload:
|
||||
errors.append(payload["error"])
|
||||
|
||||
assert [type(error) for error in errors] == [ValueError]
|
||||
|
||||
|
||||
@pytest.mark.parametrize(
|
||||
("parallel", "stream_mode"), [(False, "custom"), (True, "values")]
|
||||
)
|
||||
async def test_graph_error_handler_recovers_on_the_executor_path(
|
||||
parallel: bool, stream_mode: str
|
||||
) -> None:
|
||||
class State(TypedDict):
|
||||
x: str
|
||||
|
||||
async def failing(state: State) -> State:
|
||||
raise ValueError("boom")
|
||||
|
||||
async def handler(state: State) -> Command:
|
||||
return Command(update={"x": "handled"}, goto=END)
|
||||
|
||||
builder = (
|
||||
StateGraph(State)
|
||||
.add_node("failing", failing, error_handler=handler)
|
||||
.add_edge(START, "failing")
|
||||
)
|
||||
if parallel:
|
||||
builder.add_node("sibling", lambda state: {}).add_edge(START, "sibling")
|
||||
|
||||
chunks = [
|
||||
chunk
|
||||
async for chunk in builder.compile().astream(
|
||||
{"x": ""}, stream_mode=[stream_mode, "values"]
|
||||
)
|
||||
]
|
||||
|
||||
assert [c[-1] for c in chunks if c[0] == "values"][-1] == {"x": "handled"}
|
||||
|
||||
|
||||
async def test_debug_retry(async_checkpointer: BaseCheckpointSaver):
|
||||
class State(TypedDict):
|
||||
messages: Annotated[list[str], operator.add]
|
||||
@@ -6780,6 +6834,31 @@ async def test_multiple_updates() -> None:
|
||||
]
|
||||
|
||||
|
||||
@NEEDS_CONTEXTVARS
|
||||
async def test_task_in_subgraph_node_returns_its_value_with_tools_mode() -> None:
|
||||
class State(TypedDict):
|
||||
out: int | None
|
||||
|
||||
@task
|
||||
async def double(x: int) -> int:
|
||||
return x * 2
|
||||
|
||||
async def node(state: State) -> State:
|
||||
return {"out": await double(21)}
|
||||
|
||||
inner = StateGraph(State).add_node("node", node).add_edge(START, "node").compile()
|
||||
graph = (
|
||||
StateGraph(State).add_node("inner", inner).add_edge(START, "inner").compile()
|
||||
)
|
||||
|
||||
chunks = [
|
||||
chunk
|
||||
async for chunk in graph.astream({"out": None}, stream_mode=["values", "tools"])
|
||||
]
|
||||
|
||||
assert chunks[-1] == ("values", {"out": 42})
|
||||
|
||||
|
||||
@NEEDS_CONTEXTVARS
|
||||
async def test_falsy_return_from_task(async_checkpointer: BaseCheckpointSaver) -> None:
|
||||
"""Test with a falsy return from a task."""
|
||||
@@ -7544,6 +7623,40 @@ async def test_entrypoint_from_async_generator() -> None:
|
||||
yield "b"
|
||||
|
||||
|
||||
@NEEDS_CONTEXTVARS
|
||||
@pytest.mark.parametrize("timeout", [None, 30])
|
||||
@pytest.mark.parametrize("version", ["v1", "v2"])
|
||||
async def test_awaited_task_returns_its_value_under_astream_events(
|
||||
version: Literal["v1", "v2"], timeout: int | None
|
||||
) -> None:
|
||||
class State(TypedDict):
|
||||
doubled: int
|
||||
zeroed: int
|
||||
|
||||
@task(timeout=timeout)
|
||||
async def double(x: int) -> int:
|
||||
return x * 2
|
||||
|
||||
@task(timeout=timeout)
|
||||
async def zero() -> int:
|
||||
return 0
|
||||
|
||||
async def node(state: State) -> State:
|
||||
return {"doubled": await double(21), "zeroed": await zero()}
|
||||
|
||||
graph = StateGraph(State).add_node("node", node).add_edge(START, "node").compile()
|
||||
|
||||
outputs = [
|
||||
event["data"]["output"]
|
||||
async for event in graph.astream_events(
|
||||
{"doubled": 0, "zeroed": 1}, version=version
|
||||
)
|
||||
if event["event"] == "on_chain_end" and event["name"] == "node"
|
||||
]
|
||||
|
||||
assert outputs == [{"doubled": 42, "zeroed": 0}]
|
||||
|
||||
|
||||
@NEEDS_CONTEXTVARS
|
||||
async def test_named_tasks_functional() -> None:
|
||||
class Foo:
|
||||
@@ -9390,6 +9503,44 @@ async def test_subgraph_streaming_async() -> None:
|
||||
assert result["num_chunks"] == 9
|
||||
|
||||
|
||||
async def test_subgraph_streaming_node_output_messages_async() -> None:
|
||||
"""Messages returned by a node (not streamed by an LLM) are emitted when a
|
||||
graph is explicitly streamed with `stream_mode="messages"` inside a node."""
|
||||
|
||||
async def respond(state: MessagesState) -> dict:
|
||||
return {"messages": [AIMessage("hi there", id="ai1")]}
|
||||
|
||||
subgraph = (
|
||||
StateGraph(MessagesState)
|
||||
.add_node("respond", respond)
|
||||
.add_edge(START, "respond")
|
||||
.compile()
|
||||
)
|
||||
msgs = {"messages": [("user", "hello")]}
|
||||
|
||||
top_level = [msg async for msg, _ in subgraph.astream(msgs, stream_mode="messages")]
|
||||
|
||||
async def parent_node(state: MessagesState, config: RunnableConfig) -> dict:
|
||||
nonlocal in_node
|
||||
in_node = [
|
||||
msg
|
||||
async for msg, _ in subgraph.astream(msgs, config, stream_mode="messages")
|
||||
]
|
||||
return {}
|
||||
|
||||
in_node: list = []
|
||||
await (
|
||||
StateGraph(MessagesState)
|
||||
.add_node("parent", parent_node)
|
||||
.add_edge(START, "parent")
|
||||
.compile()
|
||||
.ainvoke(msgs)
|
||||
)
|
||||
|
||||
assert [m.content for m in top_level] == ["hi there"]
|
||||
assert [m.content for m in in_node] == ["hi there"]
|
||||
|
||||
|
||||
@NEEDS_CONTEXTVARS
|
||||
async def test_null_resume_disallowed_with_multiple_interrupts(
|
||||
async_checkpointer: BaseCheckpointSaver,
|
||||
|
||||
@@ -16,9 +16,11 @@ from langgraph_sdk.schema import StreamPart
|
||||
from pydantic import BaseModel
|
||||
from typing_extensions import TypedDict
|
||||
|
||||
from langgraph._internal._constants import CONFIG_KEY_STREAM
|
||||
from langgraph.errors import GraphInterrupt
|
||||
from langgraph.graph import END, START, MessagesState, StateGraph, add_messages
|
||||
from langgraph.pregel import Pregel
|
||||
from langgraph.pregel.protocol import StreamProtocol
|
||||
from langgraph.pregel.remote import RemoteGraph
|
||||
from langgraph.types import Interrupt, StateSnapshot
|
||||
from tests.any_str import AnyStr
|
||||
@@ -863,6 +865,87 @@ async def test_astream_subgraphs_keeps_caller_namespace():
|
||||
assert stream_parts == _CALLER_PREFIXED
|
||||
|
||||
|
||||
# Subgraph events requested only on behalf of a streaming parent graph
|
||||
_PARENT_STREAMED_PARTS = [
|
||||
StreamPart(event="updates|sub:abc", data={"inner": {"chunk": "inner"}}),
|
||||
StreamPart(event="messages|sub:abc", data=[{"content": "token"}, {}]),
|
||||
StreamPart(event="updates", data={"sub": {"chunk": "root"}}),
|
||||
]
|
||||
|
||||
|
||||
def _parent_streamed_config(parent_parts: list) -> RunnableConfig:
|
||||
return {
|
||||
"configurable": {
|
||||
"thread_id": "thread_1",
|
||||
"checkpoint_ns": "outer:123",
|
||||
CONFIG_KEY_STREAM: StreamProtocol(
|
||||
parent_parts.append, {"updates", "messages"}
|
||||
),
|
||||
}
|
||||
}
|
||||
|
||||
|
||||
def test_stream_without_subgraphs_skips_parent_requested_subgraph_events():
|
||||
mock_sync_client = MagicMock()
|
||||
mock_sync_client.runs.stream.return_value = _PARENT_STREAMED_PARTS
|
||||
remote_pregel = RemoteGraph("test_graph_id", sync_client=mock_sync_client)
|
||||
|
||||
for stream_mode, expected in [
|
||||
("updates", [{"sub": {"chunk": "root"}}]),
|
||||
# messages are not filtered: the server dedupes them across namespaces
|
||||
("messages", [({"content": "token"}, {})]),
|
||||
]:
|
||||
parent_parts: list = []
|
||||
stream_parts = list(
|
||||
remote_pregel.stream(
|
||||
{"input": "data"},
|
||||
_parent_streamed_config(parent_parts),
|
||||
stream_mode=stream_mode,
|
||||
)
|
||||
)
|
||||
|
||||
assert stream_parts == expected
|
||||
# subgraph events are still requested and forwarded to the parent
|
||||
assert mock_sync_client.runs.stream.call_args.kwargs["stream_subgraphs"]
|
||||
assert [ns for ns, _, _ in parent_parts] == [
|
||||
("outer:123", "sub:abc"),
|
||||
("outer:123", "sub:abc"),
|
||||
("outer:123",),
|
||||
]
|
||||
|
||||
|
||||
async def test_astream_without_subgraphs_skips_parent_requested_subgraph_events():
|
||||
mock_async_client = MagicMock()
|
||||
async_iter = MagicMock()
|
||||
async_iter.__aiter__.return_value = _PARENT_STREAMED_PARTS
|
||||
mock_async_client.runs.stream.return_value = async_iter
|
||||
remote_pregel = RemoteGraph("test_graph_id", client=mock_async_client)
|
||||
|
||||
for stream_mode, expected in [
|
||||
("updates", [{"sub": {"chunk": "root"}}]),
|
||||
# messages are not filtered: the server dedupes them across namespaces
|
||||
("messages", [({"content": "token"}, {})]),
|
||||
]:
|
||||
parent_parts: list = []
|
||||
stream_parts = [
|
||||
part
|
||||
async for part in remote_pregel.astream(
|
||||
{"input": "data"},
|
||||
_parent_streamed_config(parent_parts),
|
||||
stream_mode=stream_mode,
|
||||
)
|
||||
]
|
||||
|
||||
assert stream_parts == expected
|
||||
# subgraph events are still requested and forwarded to the parent
|
||||
assert mock_async_client.runs.stream.call_args.kwargs["stream_subgraphs"]
|
||||
assert [ns for ns, _, _ in parent_parts] == [
|
||||
("outer:123", "sub:abc"),
|
||||
("outer:123", "sub:abc"),
|
||||
("outer:123",),
|
||||
]
|
||||
|
||||
|
||||
def test_invoke():
|
||||
# set up test
|
||||
mock_sync_client = MagicMock()
|
||||
|
||||
@@ -2097,6 +2097,47 @@ def test_graph_error_handler_can_route_with_command():
|
||||
assert result["foo"] == "handled_next"
|
||||
|
||||
|
||||
# Each case runs the failing node on the executor path instead of the
|
||||
# single-task fast path.
|
||||
@pytest.mark.parametrize(
|
||||
("parallel", "stream_mode", "subgraphs"),
|
||||
[
|
||||
(False, "custom", False),
|
||||
(False, "messages", False),
|
||||
(False, "values", True),
|
||||
(True, "values", False),
|
||||
],
|
||||
)
|
||||
def test_graph_error_handler_recovers_on_the_executor_path(
|
||||
parallel: bool, stream_mode: str, subgraphs: bool
|
||||
) -> None:
|
||||
class State(TypedDict):
|
||||
x: str
|
||||
|
||||
def failing(state: State) -> State:
|
||||
raise ValueError("boom")
|
||||
|
||||
def handler(state: State) -> Command:
|
||||
return Command(update={"x": "handled"}, goto=END)
|
||||
|
||||
builder = (
|
||||
StateGraph(State)
|
||||
.add_node("failing", failing, error_handler=handler)
|
||||
.add_edge(START, "failing")
|
||||
)
|
||||
if parallel:
|
||||
builder.add_node("sibling", lambda state: {}).add_edge(START, "sibling")
|
||||
graph = builder.compile()
|
||||
|
||||
chunks = list(
|
||||
graph.stream(
|
||||
{"x": ""}, stream_mode=[stream_mode, "values"], subgraphs=subgraphs
|
||||
)
|
||||
)
|
||||
|
||||
assert [c[-1] for c in chunks if c[-2] == "values"][-1] == {"x": "handled"}
|
||||
|
||||
|
||||
def test_graph_error_handler_failure_fails_run():
|
||||
class State(TypedDict):
|
||||
foo: str
|
||||
|
||||
@@ -0,0 +1,308 @@
|
||||
import sys
|
||||
from typing import Any
|
||||
|
||||
import pytest
|
||||
from langchain_core.language_models.fake_chat_models import GenericFakeChatModel
|
||||
from langchain_core.messages import AIMessage
|
||||
from langchain_core.tools import tool
|
||||
|
||||
from langgraph.func import entrypoint, task
|
||||
from langgraph.graph import START, MessagesState, StateGraph
|
||||
from langgraph.graph.message import push_message
|
||||
from langgraph.graph.state import CompiledStateGraph
|
||||
|
||||
pytestmark = pytest.mark.anyio
|
||||
|
||||
NEEDS_CONTEXTVARS = pytest.mark.skipif(
|
||||
sys.version_info < (3, 11),
|
||||
reason="Python 3.11+ is required for async contextvars support",
|
||||
)
|
||||
|
||||
|
||||
@tool
|
||||
def echo(text: str) -> str:
|
||||
"""Echo the text."""
|
||||
return text
|
||||
|
||||
|
||||
def _one_node_graph(node: Any) -> CompiledStateGraph:
|
||||
return (
|
||||
StateGraph(MessagesState)
|
||||
.add_node(node)
|
||||
.add_edge(START, node.__name__)
|
||||
.compile()
|
||||
)
|
||||
|
||||
|
||||
def _chat_and_echo(state: MessagesState) -> dict:
|
||||
echo.invoke({"text": "done"})
|
||||
return {"messages": [GenericFakeChatModel(messages=iter(["one two"])).invoke("hi")]}
|
||||
|
||||
|
||||
async def _achat_and_echo(state: MessagesState) -> dict:
|
||||
await echo.ainvoke({"text": "done"})
|
||||
model = GenericFakeChatModel(messages=iter(["one two"]))
|
||||
return {"messages": [await model.ainvoke("hi")]}
|
||||
|
||||
|
||||
def _segment_names(ns: tuple[str, ...]) -> tuple[str, ...]:
|
||||
return tuple(segment.split(":")[0] for segment in ns)
|
||||
|
||||
|
||||
def _summary(part: dict) -> tuple[tuple[str, ...], str]:
|
||||
if part["type"] == "messages":
|
||||
return _segment_names(part["ns"]), part["data"][0].content
|
||||
return _segment_names(part["ns"]), part["data"]["event"]
|
||||
|
||||
|
||||
_CHAT_AND_ECHO_EVENTS = [
|
||||
((), "tool-started"),
|
||||
((), "tool-finished"),
|
||||
((), "one"),
|
||||
((), " "),
|
||||
((), "two"),
|
||||
]
|
||||
|
||||
_CHILD_CONFIGS = pytest.mark.parametrize(
|
||||
"child_config",
|
||||
[
|
||||
None,
|
||||
{"configurable": {"thread_id": "child"}},
|
||||
{"configurable": {"thread_id": "parent"}},
|
||||
],
|
||||
ids=["no_config", "own_thread", "caller_thread"],
|
||||
)
|
||||
|
||||
|
||||
_TASK_CALLERS = pytest.mark.parametrize(
|
||||
"nested", [False, True], ids=["from_entrypoint", "from_task_in_task"]
|
||||
)
|
||||
|
||||
|
||||
@_TASK_CALLERS
|
||||
@pytest.mark.parametrize("subgraphs", [False, True])
|
||||
def test_task_events_stream_under_the_graph_namespace(
|
||||
nested: bool, subgraphs: bool
|
||||
) -> None:
|
||||
@task
|
||||
def chat_and_echo() -> None:
|
||||
_chat_and_echo({"messages": []})
|
||||
|
||||
@task
|
||||
def outer() -> None:
|
||||
chat_and_echo().result()
|
||||
|
||||
@entrypoint()
|
||||
def workflow(inputs: dict) -> None:
|
||||
(outer() if nested else chat_and_echo()).result()
|
||||
|
||||
parts = workflow.stream(
|
||||
{}, stream_mode=["messages", "tools"], subgraphs=subgraphs, version="v2"
|
||||
)
|
||||
|
||||
assert [_summary(part) for part in parts] == _CHAT_AND_ECHO_EVENTS
|
||||
|
||||
|
||||
@NEEDS_CONTEXTVARS
|
||||
@_TASK_CALLERS
|
||||
@pytest.mark.parametrize("subgraphs", [False, True])
|
||||
async def test_task_events_stream_under_the_graph_namespace_async(
|
||||
nested: bool, subgraphs: bool
|
||||
) -> None:
|
||||
@task
|
||||
async def chat_and_echo() -> None:
|
||||
await _achat_and_echo({"messages": []})
|
||||
|
||||
@task
|
||||
async def outer() -> None:
|
||||
await chat_and_echo()
|
||||
|
||||
@entrypoint()
|
||||
async def workflow(inputs: dict) -> None:
|
||||
await (outer() if nested else chat_and_echo())
|
||||
|
||||
parts = workflow.astream(
|
||||
{}, stream_mode=["messages", "tools"], subgraphs=subgraphs, version="v2"
|
||||
)
|
||||
|
||||
assert [_summary(part) async for part in parts] == _CHAT_AND_ECHO_EVENTS
|
||||
|
||||
|
||||
def test_task_events_stream_under_the_namespace_of_their_subgraph() -> None:
|
||||
@task
|
||||
def chat_and_echo() -> None:
|
||||
_chat_and_echo({"messages": []})
|
||||
|
||||
def node(state: MessagesState) -> dict:
|
||||
chat_and_echo().result()
|
||||
return {}
|
||||
|
||||
sub = _one_node_graph(node)
|
||||
parent = StateGraph(MessagesState).add_node("sub", sub).add_edge(START, "sub")
|
||||
|
||||
parts = parent.compile().stream(
|
||||
{"messages": []},
|
||||
stream_mode=["messages", "tools"],
|
||||
subgraphs=True,
|
||||
version="v2",
|
||||
)
|
||||
|
||||
assert [_summary(part) for part in parts] == [
|
||||
(("sub",), event) for _, event in _CHAT_AND_ECHO_EVENTS
|
||||
]
|
||||
|
||||
|
||||
@_CHILD_CONFIGS
|
||||
def test_child_graph_streams_only_to_the_node_streaming_it(
|
||||
child_config: dict | None,
|
||||
) -> None:
|
||||
child = _one_node_graph(_chat_and_echo)
|
||||
received = []
|
||||
|
||||
def node(state: MessagesState) -> dict:
|
||||
received.extend(
|
||||
child.stream(
|
||||
{"messages": []}, child_config, stream_mode=["messages", "tools"]
|
||||
)
|
||||
)
|
||||
return {}
|
||||
|
||||
parts = _one_node_graph(node).stream(
|
||||
{"messages": []},
|
||||
{"configurable": {"thread_id": "parent"}},
|
||||
stream_mode=["messages", "tools"],
|
||||
)
|
||||
|
||||
assert list(parts) == []
|
||||
assert len(received) == len(_CHAT_AND_ECHO_EVENTS)
|
||||
|
||||
|
||||
@NEEDS_CONTEXTVARS
|
||||
@_CHILD_CONFIGS
|
||||
async def test_child_graph_streams_only_to_the_node_streaming_it_async(
|
||||
child_config: dict | None,
|
||||
) -> None:
|
||||
child = _one_node_graph(_achat_and_echo)
|
||||
received = []
|
||||
|
||||
async def node(state: MessagesState) -> dict:
|
||||
stream = child.astream(
|
||||
{"messages": []}, child_config, stream_mode=["messages", "tools"]
|
||||
)
|
||||
received.extend([part async for part in stream])
|
||||
return {}
|
||||
|
||||
parts = _one_node_graph(node).astream(
|
||||
{"messages": []},
|
||||
{"configurable": {"thread_id": "parent"}},
|
||||
stream_mode=["messages", "tools"],
|
||||
)
|
||||
|
||||
assert [part async for part in parts] == []
|
||||
assert len(received) == len(_CHAT_AND_ECHO_EVENTS)
|
||||
|
||||
|
||||
@pytest.mark.parametrize(
|
||||
"child_config",
|
||||
[
|
||||
{"configurable": {"thread_id": "child"}},
|
||||
{"configurable": {"thread_id": "parent"}},
|
||||
],
|
||||
ids=["own_thread", "caller_thread"],
|
||||
)
|
||||
def test_child_graph_on_its_own_thread_skips_a_caller_streaming_subgraphs(
|
||||
child_config: dict,
|
||||
) -> None:
|
||||
child = _one_node_graph(_chat_and_echo)
|
||||
|
||||
def node(state: MessagesState) -> dict:
|
||||
child.invoke({"messages": []}, child_config)
|
||||
return {}
|
||||
|
||||
parts = _one_node_graph(node).stream(
|
||||
{"messages": []},
|
||||
{"configurable": {"thread_id": "parent"}},
|
||||
stream_mode=["messages", "tools"],
|
||||
subgraphs=True,
|
||||
)
|
||||
|
||||
assert list(parts) == []
|
||||
|
||||
|
||||
def test_node_gets_the_events_of_every_subgraph_it_streams() -> None:
|
||||
sub = _one_node_graph(_chat_and_echo)
|
||||
counts = []
|
||||
|
||||
def node(state: MessagesState) -> dict:
|
||||
for _ in range(2):
|
||||
stream = sub.stream({"messages": []}, stream_mode=["messages", "tools"])
|
||||
counts.append(len(list(stream)))
|
||||
return {}
|
||||
|
||||
_one_node_graph(node).invoke({"messages": []})
|
||||
|
||||
assert counts == [len(_CHAT_AND_ECHO_EVENTS)] * 2
|
||||
|
||||
|
||||
@NEEDS_CONTEXTVARS
|
||||
async def test_node_gets_the_events_of_every_subgraph_it_streams_async() -> None:
|
||||
sub = _one_node_graph(_achat_and_echo)
|
||||
counts = []
|
||||
|
||||
async def node(state: MessagesState) -> dict:
|
||||
for _ in range(2):
|
||||
stream = sub.astream({"messages": []}, stream_mode=["messages", "tools"])
|
||||
counts.append(len([part async for part in stream]))
|
||||
return {}
|
||||
|
||||
await _one_node_graph(node).ainvoke({"messages": []})
|
||||
|
||||
assert counts == [len(_CHAT_AND_ECHO_EVENTS)] * 2
|
||||
|
||||
|
||||
def _push(state: MessagesState) -> dict:
|
||||
push_message(AIMessage(id="pushed", content="hi"), state_key=None)
|
||||
return {}
|
||||
|
||||
|
||||
def _namespaces(graph: CompiledStateGraph, subgraphs: bool) -> list[tuple[str, ...]]:
|
||||
parts = graph.stream(
|
||||
{"messages": []}, stream_mode="messages", subgraphs=subgraphs, version="v2"
|
||||
)
|
||||
return [_segment_names(part["ns"]) for part in parts]
|
||||
|
||||
|
||||
def _streams_pushing_graph(received: list) -> Any:
|
||||
pushing = _one_node_graph(_push)
|
||||
|
||||
def node(state: MessagesState) -> dict:
|
||||
for message, _ in pushing.stream({"messages": []}, stream_mode="messages"):
|
||||
received.append(message.id)
|
||||
return {}
|
||||
|
||||
return node
|
||||
|
||||
|
||||
def test_pushed_message_streams_under_the_namespace_of_its_graph() -> None:
|
||||
pushing = _one_node_graph(_push)
|
||||
parent = StateGraph(MessagesState).add_node("sub", pushing).add_edge(START, "sub")
|
||||
|
||||
assert _namespaces(pushing, subgraphs=True) == [()]
|
||||
assert _namespaces(parent.compile(), subgraphs=False) == []
|
||||
assert _namespaces(parent.compile(), subgraphs=True) == [("sub",)]
|
||||
|
||||
|
||||
def test_pushed_message_streams_to_the_node_that_streams_its_graph() -> None:
|
||||
received: list[str] = []
|
||||
graph = _one_node_graph(_streams_pushing_graph(received))
|
||||
|
||||
assert _namespaces(graph, subgraphs=False) == []
|
||||
assert received == ["pushed"]
|
||||
|
||||
|
||||
def test_pushed_message_streams_to_every_stream_that_takes_it() -> None:
|
||||
received: list[str] = []
|
||||
graph = _one_node_graph(_streams_pushing_graph(received))
|
||||
|
||||
assert _namespaces(graph, subgraphs=True) == [("node",)]
|
||||
assert received == ["pushed"]
|
||||
@@ -13,13 +13,17 @@ from typing import Annotated, Any
|
||||
import pytest
|
||||
from langchain_core.messages import AIMessage
|
||||
from langchain_core.tools import tool
|
||||
from langgraph.checkpoint.memory import InMemorySaver
|
||||
from langgraph.prebuilt import ToolNode, ToolRuntime
|
||||
from typing_extensions import TypedDict
|
||||
|
||||
from langgraph.constants import END, START
|
||||
from langgraph.errors import GraphDrained
|
||||
from langgraph.graph import StateGraph
|
||||
from langgraph.graph.message import add_messages
|
||||
from langgraph.pregel._tools import _tool_call_writer
|
||||
from langgraph.runtime import RunControl
|
||||
from langgraph.types import Command, interrupt
|
||||
|
||||
|
||||
class _State(TypedDict):
|
||||
@@ -54,14 +58,14 @@ def _caller_async(tool_name: str, tool_args: dict[str, Any], tc_id: str = "tc1")
|
||||
return caller
|
||||
|
||||
|
||||
def _build_graph(caller, tools) -> Any:
|
||||
def _build_graph(caller, tools, checkpointer=None) -> Any:
|
||||
sg = StateGraph(_State)
|
||||
sg.add_node("caller", caller)
|
||||
sg.add_node("tools", ToolNode(tools))
|
||||
sg.add_edge(START, "caller")
|
||||
sg.add_edge("caller", "tools")
|
||||
sg.add_edge("tools", END)
|
||||
return sg.compile()
|
||||
return sg.compile(checkpointer=checkpointer)
|
||||
|
||||
|
||||
def _tool_events(stream) -> list[tuple[tuple[str, ...], dict]]:
|
||||
@@ -146,6 +150,105 @@ class TestSyncGraphSyncTool:
|
||||
assert kinds == ["tool-started", "tool-error"]
|
||||
assert events[1][1]["message"] == "nope"
|
||||
|
||||
def test_interrupt_in_tool_is_not_a_tool_error(self) -> None:
|
||||
@tool
|
||||
def ask() -> str:
|
||||
"""asks."""
|
||||
return interrupt("ok?")
|
||||
|
||||
graph = _build_graph(_caller_sync("ask", {}), [ask], InMemorySaver())
|
||||
config = {"configurable": {"thread_id": "1"}}
|
||||
paused = _tool_events(
|
||||
graph.stream(
|
||||
{"messages": []}, config, stream_mode=["tools"], subgraphs=True
|
||||
)
|
||||
)
|
||||
resumed = _tool_events(
|
||||
graph.stream(
|
||||
Command(resume="yes"), config, stream_mode=["tools"], subgraphs=True
|
||||
)
|
||||
)
|
||||
|
||||
assert [p["event"] for _, p in paused] == ["tool-started"]
|
||||
assert [(p["event"], p["tool_call_id"]) for _, p in resumed] == [
|
||||
("tool-started", "tc1"),
|
||||
("tool-finished", "tc1"),
|
||||
]
|
||||
|
||||
def test_tool_handing_off_to_the_parent_still_ends_its_call(self) -> None:
|
||||
class State(TypedDict):
|
||||
messages: Annotated[list, add_messages]
|
||||
done: bool
|
||||
|
||||
def hand_off(state: State) -> Command:
|
||||
return Command(graph=Command.PARENT, goto="finish", update={"done": True})
|
||||
|
||||
inner = StateGraph(State).add_node("hand_off", hand_off)
|
||||
inner = inner.add_edge(START, "hand_off").compile()
|
||||
|
||||
@tool
|
||||
def handoff() -> str:
|
||||
"""hands off."""
|
||||
inner.invoke({"messages": [], "done": False})
|
||||
return "unreachable"
|
||||
|
||||
graph = (
|
||||
StateGraph(State)
|
||||
.add_node("caller", _caller_sync("handoff", {}))
|
||||
.add_node("tools", ToolNode([handoff]))
|
||||
.add_node("finish", lambda state: {"done": True})
|
||||
.add_edge(START, "caller")
|
||||
.add_edge("caller", "tools")
|
||||
.add_edge("tools", END)
|
||||
.add_edge("finish", END)
|
||||
.compile()
|
||||
)
|
||||
events = [
|
||||
payload["event"]
|
||||
for _, payload in _tool_events(
|
||||
graph.stream(
|
||||
{"messages": [], "done": False},
|
||||
stream_mode=["tools"],
|
||||
subgraphs=True,
|
||||
)
|
||||
)
|
||||
]
|
||||
|
||||
assert events[0] == "tool-started"
|
||||
assert events[-1] == "tool-error", events
|
||||
|
||||
def test_drained_tool_is_not_a_tool_error(self) -> None:
|
||||
control = RunControl()
|
||||
|
||||
def request_drain(state: _State) -> dict:
|
||||
control.request_drain()
|
||||
return {}
|
||||
|
||||
inner = (
|
||||
StateGraph(_State)
|
||||
.add_node("request_drain", request_drain)
|
||||
.add_node("after", lambda state: {})
|
||||
.add_edge(START, "request_drain")
|
||||
.add_edge("request_drain", "after")
|
||||
.compile()
|
||||
)
|
||||
|
||||
@tool
|
||||
def drained() -> str:
|
||||
"""drains."""
|
||||
inner.invoke({"messages": []}, control=control)
|
||||
return "unreachable"
|
||||
|
||||
graph = _build_graph(_caller_sync("drained", {}), [drained])
|
||||
chunks: list = []
|
||||
with pytest.raises(GraphDrained):
|
||||
for chunk in graph.stream(
|
||||
{"messages": []}, stream_mode=["tools"], subgraphs=True
|
||||
):
|
||||
chunks.append(chunk)
|
||||
|
||||
assert [p["event"] for _, p in _tool_events(chunks)] == ["tool-started"]
|
||||
|
||||
def test_writer_unset_outside_tool(self) -> None:
|
||||
# Outside any tool body the ContextVar that ToolRuntime reads
|
||||
# is unset — emitting from there would be a no-op.
|
||||
@@ -196,6 +299,25 @@ class TestAsyncGraphAsyncTool:
|
||||
assert kinds == ["tool-started", "tool-output-delta", "tool-finished"]
|
||||
assert events[1][1]["delta"] == "hi"
|
||||
|
||||
@pytest.mark.anyio
|
||||
async def test_interrupt_in_async_tool_is_not_a_tool_error(self) -> None:
|
||||
@tool
|
||||
async def aask() -> str:
|
||||
"""asks."""
|
||||
return interrupt("ok?")
|
||||
|
||||
graph = _build_graph(_caller_async("aask", {}), [aask], InMemorySaver())
|
||||
config = {"configurable": {"thread_id": "1"}}
|
||||
events = []
|
||||
for graph_input in ({"messages": []}, Command(resume="yes")):
|
||||
async for ns, mode, payload in graph.astream(
|
||||
graph_input, config, stream_mode=["tools"], subgraphs=True
|
||||
):
|
||||
if mode == "tools":
|
||||
events.append(payload["event"])
|
||||
|
||||
assert events == ["tool-started", "tool-started", "tool-finished"]
|
||||
|
||||
|
||||
class TestConcurrentToolCalls:
|
||||
def test_parallel_tool_calls_do_not_bleed(self) -> None:
|
||||
|
||||
@@ -1,11 +1,24 @@
|
||||
"""End-to-end tests for `TracePolicy` input processing on node trace runs."""
|
||||
|
||||
import asyncio
|
||||
from collections.abc import AsyncIterator, Iterator
|
||||
from typing import Any
|
||||
from uuid import UUID
|
||||
|
||||
import pytest
|
||||
from langchain_core.callbacks import BaseCallbackHandler
|
||||
from langchain_core.language_models.fake_chat_models import FakeMessagesListChatModel
|
||||
from langchain_core.messages import AIMessage, HumanMessage
|
||||
from langchain_core.runnables import RunnableConfig
|
||||
from typing_extensions import TypedDict
|
||||
|
||||
from langgraph.graph import END, START, StateGraph
|
||||
from langgraph._internal._runnable import (
|
||||
ASYNCIO_ACCEPTS_CONTEXT,
|
||||
RunnableCallable,
|
||||
RunnableSeq,
|
||||
)
|
||||
from langgraph.graph import END, START, MessagesState, StateGraph
|
||||
from langgraph.graph.state import CompiledStateGraph
|
||||
from langgraph.types import TracePolicy
|
||||
from tests.fake_tracer import FakeTracer, Run
|
||||
|
||||
@@ -147,3 +160,179 @@ async def test_trace_policy_transforms_recorded_inputs_async() -> None:
|
||||
run = _node_run(tracer, "n")
|
||||
assert run.inputs == {"scrubbed_in": True}
|
||||
assert run.outputs == {"value": 6}
|
||||
|
||||
|
||||
_RECORDING_POLICY = TracePolicy(
|
||||
process_inputs=lambda _: {"recorded": "inputs"},
|
||||
process_outputs=lambda _: {"recorded": "outputs"},
|
||||
)
|
||||
|
||||
|
||||
def _chat_graph() -> CompiledStateGraph:
|
||||
model = FakeMessagesListChatModel(
|
||||
responses=[AIMessage("model reply", id="ai-model")]
|
||||
)
|
||||
|
||||
def chat(state: MessagesState) -> dict[str, Any]:
|
||||
reply = model.invoke(state["messages"])
|
||||
return {
|
||||
"messages": [
|
||||
*state["messages"],
|
||||
reply,
|
||||
AIMessage("from node", id="ai-node"),
|
||||
]
|
||||
}
|
||||
|
||||
return (
|
||||
StateGraph(MessagesState)
|
||||
.add_node("chat", chat, trace_policy=_RECORDING_POLICY)
|
||||
.add_edge(START, "chat")
|
||||
.compile()
|
||||
)
|
||||
|
||||
|
||||
def _assert_scrubbed_node_run(tracer: FakeTracer, *, model_is_child: bool) -> None:
|
||||
run = _node_run(tracer, "chat")
|
||||
assert run.inputs == {"recorded": "inputs"}
|
||||
assert run.outputs == {"recorded": "outputs"}
|
||||
if model_is_child:
|
||||
assert [c.name for c in run.child_runs] == ["FakeMessagesListChatModel"]
|
||||
|
||||
|
||||
def test_trace_policy_scrubs_tracer_not_messages_stream() -> None:
|
||||
tracer = FakeTracer()
|
||||
streamed = [
|
||||
message.content
|
||||
for message, _ in _chat_graph().stream(
|
||||
{"messages": [HumanMessage("hello", id="h-1")]},
|
||||
{"callbacks": [tracer]},
|
||||
stream_mode="messages",
|
||||
)
|
||||
]
|
||||
|
||||
assert streamed == ["model reply", "from node"]
|
||||
_assert_scrubbed_node_run(tracer, model_is_child=True)
|
||||
|
||||
|
||||
@pytest.mark.anyio
|
||||
async def test_trace_policy_scrubs_tracer_not_messages_stream_async() -> None:
|
||||
tracer = FakeTracer()
|
||||
streamed = [
|
||||
message.content
|
||||
async for message, _ in _chat_graph().astream(
|
||||
{"messages": [HumanMessage("hello", id="h-1")]},
|
||||
{"callbacks": [tracer]},
|
||||
stream_mode="messages",
|
||||
)
|
||||
]
|
||||
|
||||
assert streamed == ["model reply", "from node"]
|
||||
_assert_scrubbed_node_run(tracer, model_is_child=ASYNCIO_ACCEPTS_CONTEXT)
|
||||
|
||||
|
||||
@pytest.mark.anyio
|
||||
async def test_trace_policy_scrubs_tracer_not_astream_events() -> None:
|
||||
tracer = FakeTracer()
|
||||
chat_events = [
|
||||
event
|
||||
async for event in _chat_graph().astream_events(
|
||||
{"messages": [HumanMessage("hello", id="h-1")]},
|
||||
{"callbacks": [tracer]},
|
||||
version="v2",
|
||||
)
|
||||
if event["name"] == "chat"
|
||||
and event["event"] in ("on_chain_start", "on_chain_end")
|
||||
]
|
||||
|
||||
assert [e["event"] for e in chat_events] == ["on_chain_start", "on_chain_end"]
|
||||
start, end = (e["data"] for e in chat_events)
|
||||
assert [m.content for m in start["input"]["messages"]] == ["hello"]
|
||||
assert [m.content for m in end["output"]["messages"]] == [
|
||||
"hello",
|
||||
"model reply",
|
||||
"from node",
|
||||
]
|
||||
_assert_scrubbed_node_run(tracer, model_is_child=ASYNCIO_ACCEPTS_CONTEXT)
|
||||
|
||||
|
||||
class _HandlerWithTapMethods(BaseCallbackHandler):
|
||||
def __init__(self) -> None:
|
||||
self.node_payloads: list[Any] = []
|
||||
self.node_run_ids: set[UUID] = set()
|
||||
|
||||
def _record(self, run_id: UUID, payload: Any) -> None:
|
||||
if run_id in self.node_run_ids:
|
||||
self.node_payloads.append(payload)
|
||||
|
||||
def tap_output_iter(self, run_id: UUID, output: Iterator[Any]) -> Iterator[Any]:
|
||||
for chunk in output:
|
||||
self._record(run_id, chunk)
|
||||
yield chunk
|
||||
|
||||
async def tap_output_aiter(
|
||||
self, run_id: UUID, output: AsyncIterator[Any]
|
||||
) -> AsyncIterator[Any]:
|
||||
async for chunk in output:
|
||||
self._record(run_id, chunk)
|
||||
yield chunk
|
||||
|
||||
def on_chain_start(
|
||||
self, serialized: Any, inputs: Any, *, run_id: UUID, **kwargs: Any
|
||||
) -> None:
|
||||
if kwargs.get("name") == "n":
|
||||
self.node_run_ids.add(run_id)
|
||||
self._record(run_id, inputs)
|
||||
|
||||
def on_chain_end(self, outputs: Any, *, run_id: UUID, **kwargs: Any) -> None:
|
||||
self._record(run_id, outputs)
|
||||
|
||||
|
||||
@pytest.mark.anyio
|
||||
@pytest.mark.parametrize("via_events", [False, True], ids=["ainvoke", "astream_events"])
|
||||
async def test_trace_policy_reaches_tracers_but_not_custom_handlers(
|
||||
via_events: bool,
|
||||
) -> None:
|
||||
graph = (
|
||||
StateGraph(State)
|
||||
.add_node("n", _incr, trace_policy=_RECORDING_POLICY)
|
||||
.add_edge(START, "n")
|
||||
.add_edge("n", END)
|
||||
.compile()
|
||||
)
|
||||
handler = _HandlerWithTapMethods()
|
||||
tracer = FakeTracer()
|
||||
config: RunnableConfig = {"callbacks": [handler, tracer]}
|
||||
|
||||
if via_events:
|
||||
async for _ in graph.astream_events({"value": 1}, config, version="v2"):
|
||||
pass
|
||||
else:
|
||||
assert await graph.ainvoke({"value": 1}, config) == {"value": 2}
|
||||
assert handler.node_payloads == [{"value": 1}, {"value": 2}]
|
||||
run = _node_run(tracer, "n")
|
||||
assert (run.inputs, run.outputs) == (
|
||||
{"recorded": "inputs"},
|
||||
{"recorded": "outputs"},
|
||||
)
|
||||
|
||||
|
||||
@pytest.mark.anyio
|
||||
async def test_trace_policy_cancel_at_node_end_still_closes_tracer_run() -> None:
|
||||
def cancel_own_task(value: Any) -> Any:
|
||||
asyncio.current_task().cancel()
|
||||
return value
|
||||
|
||||
tracer = FakeTracer()
|
||||
seq = RunnableSeq(
|
||||
RunnableCallable(lambda x: x, trace=False),
|
||||
RunnableCallable(cancel_own_task, trace=False),
|
||||
trace_policy=_RECORDING_POLICY,
|
||||
)
|
||||
with pytest.raises(asyncio.CancelledError):
|
||||
await asyncio.create_task(seq.ainvoke({}, {"callbacks": [tracer]}))
|
||||
for _ in range(100):
|
||||
if tracer.runs:
|
||||
break
|
||||
await asyncio.sleep(0.01)
|
||||
|
||||
assert [r.outputs for r in tracer.runs] == [{"recorded": "outputs"}]
|
||||
Generated
+6
-6
@@ -1439,7 +1439,7 @@ wheels = [
|
||||
|
||||
[[package]]
|
||||
name = "langgraph"
|
||||
version = "1.2.17"
|
||||
version = "1.2.19"
|
||||
source = { editable = "." }
|
||||
dependencies = [
|
||||
{ name = "langchain-core" },
|
||||
@@ -1625,7 +1625,7 @@ wheels = [
|
||||
|
||||
[[package]]
|
||||
name = "langgraph-checkpoint"
|
||||
version = "4.3.0"
|
||||
version = "4.3.1"
|
||||
source = { editable = "../checkpoint" }
|
||||
dependencies = [
|
||||
{ name = "langchain-core" },
|
||||
@@ -1722,7 +1722,7 @@ test = [
|
||||
|
||||
[[package]]
|
||||
name = "langgraph-checkpoint-sqlite"
|
||||
version = "3.1.2"
|
||||
version = "3.1.3"
|
||||
source = { editable = "../checkpoint-sqlite" }
|
||||
dependencies = [
|
||||
{ name = "aiosqlite" },
|
||||
@@ -3419,11 +3419,11 @@ wheels = [
|
||||
|
||||
[[package]]
|
||||
name = "setuptools"
|
||||
version = "83.0.0"
|
||||
version = "84.1.0"
|
||||
source = { registry = "https://pypi.org/simple" }
|
||||
sdist = { url = "https://files.pythonhosted.org/packages/34/26/f5d29e25ffdb535afef2d35cdb55b325298f96debd670da4c325e08d70f4/setuptools-83.0.0.tar.gz", hash = "sha256:025bccbbf0fa05b6192bc64ae1e7b16e001fd6d6d4d5de03c97b1c1ade523bef", size = 1154254, upload-time = "2026-07-04T15:31:22.699Z" }
|
||||
sdist = { url = "https://files.pythonhosted.org/packages/73/eb/7e5f628ee2eb168fecbf8026de7856b2543d6d609cc85f086b9a91ac93d6/setuptools-84.1.0.tar.gz", hash = "sha256:23657205b63d4d31395ab917815247f694aafad28cd21316bf5fd45a51048ea0", size = 1171783, upload-time = "2026-10-19T20:11:43.489Z" }
|
||||
wheels = [
|
||||
{ url = "https://files.pythonhosted.org/packages/5d/40/e1e72872c6354b306daef1703549e8e83b4d43cfea356311bf722a043752/setuptools-83.0.0-py3-none-any.whl", hash = "sha256:29b23c360f22f414dc7336bb39178cc7bcbf6021ed2733cde173f09dba19abb3", size = 1008090, upload-time = "2026-07-04T15:31:20.885Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/18/02/b4bbb90f8f29e334898ff45c6d9b1fffaa6f378017052b3023a06262b5f7/setuptools-84.1.0-py3-none-any.whl", hash = "sha256:5231689c6ac8156cd155cfb98c3fd6fb252c3e7e9bd3d78b64d3c55f132624c9", size = 819380, upload-time = "2026-10-19T20:11:41.684Z" },
|
||||
]
|
||||
|
||||
[[package]]
|
||||
|
||||
Generated
+3
-3
@@ -286,7 +286,7 @@ wheels = [
|
||||
|
||||
[[package]]
|
||||
name = "langgraph"
|
||||
version = "1.2.17"
|
||||
version = "1.2.19"
|
||||
source = { editable = "../langgraph" }
|
||||
dependencies = [
|
||||
{ name = "langchain-core" },
|
||||
@@ -370,7 +370,7 @@ test = [
|
||||
|
||||
[[package]]
|
||||
name = "langgraph-checkpoint"
|
||||
version = "4.3.0"
|
||||
version = "4.3.1"
|
||||
source = { editable = "../checkpoint" }
|
||||
dependencies = [
|
||||
{ name = "langchain-core" },
|
||||
@@ -467,7 +467,7 @@ test = [
|
||||
|
||||
[[package]]
|
||||
name = "langgraph-checkpoint-sqlite"
|
||||
version = "3.1.2"
|
||||
version = "3.1.3"
|
||||
source = { editable = "../checkpoint-sqlite" }
|
||||
dependencies = [
|
||||
{ name = "aiosqlite" },
|
||||
|
||||
@@ -5,7 +5,7 @@ from langgraph_sdk.encryption.types import DecryptResult, EncryptionContext
|
||||
from langgraph_sdk.priority import Priority
|
||||
from langgraph_sdk.priority.types import PriorityContext, PrioritySettings
|
||||
|
||||
__version__ = "0.4.9"
|
||||
__version__ = "0.4.11"
|
||||
|
||||
__all__ = [
|
||||
"Auth",
|
||||
|
||||
@@ -14,9 +14,14 @@ import orjson
|
||||
|
||||
from langgraph_sdk._shared.utilities import (
|
||||
_orjson_default,
|
||||
_reconnect_delay,
|
||||
_validate_reconnect_location,
|
||||
)
|
||||
from langgraph_sdk.errors import _araise_for_status_typed
|
||||
from langgraph_sdk.errors import (
|
||||
InternalServerError,
|
||||
RateLimitError,
|
||||
_araise_for_status_typed,
|
||||
)
|
||||
from langgraph_sdk.schema import QueryParamTypes, StreamPart
|
||||
from langgraph_sdk.sse import SSEDecoder, aiter_lines_raw
|
||||
|
||||
@@ -146,7 +151,8 @@ class HttpClient:
|
||||
on_response: Callable[[httpx.Response], None] | None = None,
|
||||
reconnect_limit: int = 5,
|
||||
) -> Any:
|
||||
"""Send a request that automatically reconnects to Location header."""
|
||||
"""Send a request that reconnects to its Location header if the response is
|
||||
cut off, with backoff between attempts."""
|
||||
request_headers, content = await _aencode_json(json)
|
||||
if headers:
|
||||
request_headers.update(headers)
|
||||
@@ -176,13 +182,27 @@ class HttpClient:
|
||||
stacklevel=2,
|
||||
)
|
||||
await r.aclose()
|
||||
return await self.request_reconnect(
|
||||
loc,
|
||||
"GET",
|
||||
headers=headers,
|
||||
# don't pass on_response so it's only called once
|
||||
reconnect_limit=reconnect_limit - 1,
|
||||
)
|
||||
for attempt in range(reconnect_limit):
|
||||
await asyncio.sleep(_reconnect_delay(attempt, base=1.0, cap=5.0))
|
||||
# A restart or a deploy looks like a refused connection, a
|
||||
# dropped body, a 429 or a 5xx; other errors won't go away.
|
||||
try:
|
||||
return await self.request_reconnect(
|
||||
loc,
|
||||
"GET",
|
||||
headers=headers,
|
||||
# don't pass on_response so it's only called once
|
||||
reconnect_limit=0,
|
||||
)
|
||||
except httpx.HTTPStatusError as err:
|
||||
status = err.response.status_code
|
||||
if attempt == reconnect_limit - 1 or (
|
||||
status != 429 and status < 500
|
||||
):
|
||||
raise
|
||||
except httpx.TransportError:
|
||||
if attempt == reconnect_limit - 1:
|
||||
raise
|
||||
|
||||
async def stream(
|
||||
self,
|
||||
@@ -217,72 +237,104 @@ class HttpClient:
|
||||
current_headers = dict(
|
||||
request_headers if reconnect_path is None else reconnect_headers
|
||||
)
|
||||
if last_event_id is not None:
|
||||
current_headers = {
|
||||
key: value
|
||||
for key, value in current_headers.items()
|
||||
if key.lower() != "last-event-id"
|
||||
}
|
||||
if last_event_id:
|
||||
current_headers["Last-Event-ID"] = last_event_id
|
||||
if reconnect_path is not None and not any(
|
||||
key.lower() == "last-event-id" and value
|
||||
for key, value in current_headers.items()
|
||||
):
|
||||
warnings.warn(
|
||||
"Reconnecting without a Last-Event-ID, so events sent while "
|
||||
"disconnected are not replayed. Only runs created with "
|
||||
"stream_resumable=True send the event IDs a reconnect resumes "
|
||||
"from.",
|
||||
stacklevel=2,
|
||||
)
|
||||
|
||||
current_method = method if reconnect_path is None else "GET"
|
||||
current_content = content if reconnect_path is None else None
|
||||
current_params = params if reconnect_path is None else None
|
||||
|
||||
retry = False
|
||||
async with self.client.stream(
|
||||
current_method,
|
||||
reconnect_path or path,
|
||||
headers=current_headers,
|
||||
content=current_content,
|
||||
params=current_params,
|
||||
) as res:
|
||||
if reconnect_path is None and on_response:
|
||||
on_response(res)
|
||||
# check status
|
||||
await _araise_for_status_typed(res)
|
||||
# check content type
|
||||
content_type = res.headers.get("content-type", "").partition(";")[0]
|
||||
if "text/event-stream" not in content_type:
|
||||
raise httpx.TransportError(
|
||||
"Expected response header Content-Type to contain 'text/event-stream', "
|
||||
f"got {content_type!r}"
|
||||
)
|
||||
reconnect_cause: httpx.HTTPError | None = None
|
||||
try:
|
||||
async with self.client.stream(
|
||||
current_method,
|
||||
reconnect_path or path,
|
||||
headers=current_headers,
|
||||
content=current_content,
|
||||
params=current_params,
|
||||
) as res:
|
||||
if reconnect_path is None and on_response:
|
||||
on_response(res)
|
||||
# check status
|
||||
await _araise_for_status_typed(res)
|
||||
# check content type
|
||||
content_type = res.headers.get("content-type", "").partition(";")[0]
|
||||
if "text/event-stream" not in content_type:
|
||||
raise httpx.TransportError(
|
||||
"Expected response header Content-Type to contain 'text/event-stream', "
|
||||
f"got {content_type!r}"
|
||||
)
|
||||
|
||||
reconnect_location = res.headers.get("location")
|
||||
if reconnect_location:
|
||||
_validate_reconnect_location(
|
||||
self.client.base_url, reconnect_location
|
||||
)
|
||||
reconnect_path = reconnect_location
|
||||
reconnect_location = res.headers.get("location")
|
||||
if reconnect_location:
|
||||
_validate_reconnect_location(
|
||||
self.client.base_url, reconnect_location
|
||||
)
|
||||
reconnect_path = reconnect_location
|
||||
|
||||
# parse SSE
|
||||
decoder = SSEDecoder()
|
||||
try:
|
||||
async for line in aiter_lines_raw(res):
|
||||
sse = decoder.decode(line=cast("bytes", line).rstrip(b"\n"))
|
||||
if sse is not None:
|
||||
# parse SSE
|
||||
decoder = SSEDecoder(last_event_id=last_event_id)
|
||||
try:
|
||||
async for line in aiter_lines_raw(res):
|
||||
sse = decoder.decode(line=cast("bytes", line).rstrip(b"\n"))
|
||||
if sse is not None:
|
||||
if decoder.last_event_id is not None:
|
||||
last_event_id = decoder.last_event_id
|
||||
if sse.event or decoder.has_data:
|
||||
# Progress since the last drop earns a fresh
|
||||
# set of reconnect attempts.
|
||||
reconnect_attempts = 0
|
||||
yield sse
|
||||
except httpx.HTTPError as err:
|
||||
# httpx.TransportError inherits from HTTPError, so transient
|
||||
# disconnects during streaming land here.
|
||||
if reconnect_path is None:
|
||||
raise
|
||||
reconnect_cause = err
|
||||
else:
|
||||
if sse := decoder.decode(b""):
|
||||
if decoder.last_event_id is not None:
|
||||
last_event_id = decoder.last_event_id
|
||||
if sse.event or sse.data is not None:
|
||||
if sse.event or decoder.has_data:
|
||||
# decoder.decode(b"") flushes the in-flight event and may
|
||||
# return an empty placeholder when there is no pending
|
||||
# message. Skip these no-op events so the stream doesn't
|
||||
# emit a trailing blank item after reconnects.
|
||||
yield sse
|
||||
except httpx.HTTPError:
|
||||
# httpx.TransportError inherits from HTTPError, so transient
|
||||
# disconnects during streaming land here.
|
||||
if reconnect_path is None:
|
||||
raise
|
||||
retry = True
|
||||
else:
|
||||
if sse := decoder.decode(b""):
|
||||
if decoder.last_event_id is not None:
|
||||
last_event_id = decoder.last_event_id
|
||||
if sse.event or sse.data is not None:
|
||||
# decoder.decode(b"") flushes the in-flight event and may
|
||||
# return an empty placeholder when there is no pending
|
||||
# message. Skip these no-op events so the stream doesn't
|
||||
# emit a trailing blank item after reconnects.
|
||||
yield sse
|
||||
if retry:
|
||||
except (httpx.TransportError, RateLimitError, InternalServerError) as err:
|
||||
# A reconnect that can't open (connection refused, 429, 5xx or a
|
||||
# non-SSE body) usually means the server is restarting or
|
||||
# mid-deploy, so retry it like a drop. Before the server sends a
|
||||
# Location there is nothing to reconnect to, so raise.
|
||||
if reconnect_path is None:
|
||||
raise
|
||||
reconnect_cause = err
|
||||
if reconnect_cause is not None:
|
||||
reconnect_attempts += 1
|
||||
if reconnect_attempts > max_reconnect_attempts:
|
||||
raise httpx.TransportError(
|
||||
"Exceeded maximum SSE reconnection attempts"
|
||||
)
|
||||
) from reconnect_cause
|
||||
await asyncio.sleep(
|
||||
_reconnect_delay(reconnect_attempts - 1, base=1.0, cap=5.0)
|
||||
)
|
||||
continue
|
||||
break
|
||||
|
||||
|
||||
@@ -16,7 +16,6 @@ from __future__ import annotations
|
||||
import asyncio
|
||||
import contextlib
|
||||
import logging
|
||||
import random
|
||||
from collections.abc import AsyncGenerator, AsyncIterator, Generator, Mapping
|
||||
from dataclasses import dataclass, field
|
||||
from typing import Any, Literal, TypedDict, cast
|
||||
@@ -25,7 +24,7 @@ from langchain_core.language_models.chat_model_stream import AsyncChatModelStrea
|
||||
from langchain_protocol import Event, SubscribeParams
|
||||
|
||||
from langgraph_sdk._async.http import HttpClient
|
||||
from langgraph_sdk._shared.utilities import _quote_path_param
|
||||
from langgraph_sdk._shared.utilities import _quote_path_param, _reconnect_delay
|
||||
from langgraph_sdk.schema import LangSmithTracing, QueryParamTypes
|
||||
from langgraph_sdk.stream.controller import _SeenEventIds
|
||||
from langgraph_sdk.stream.decoders import (
|
||||
@@ -1691,11 +1690,13 @@ class AsyncThreadStream:
|
||||
|
||||
async def _reconnect_sleep(self, attempt: int) -> None:
|
||||
"""Sleep with exponential backoff and jitter for reconnect attempt `attempt`."""
|
||||
base = self._shared_reconnect_backoff_base
|
||||
cap = self._shared_reconnect_backoff_cap
|
||||
delay = min(cap, base * (2**attempt))
|
||||
jitter = random.uniform(0, delay * 0.25)
|
||||
await asyncio.sleep(delay + jitter)
|
||||
await asyncio.sleep(
|
||||
_reconnect_delay(
|
||||
attempt,
|
||||
base=self._shared_reconnect_backoff_base,
|
||||
cap=self._shared_reconnect_backoff_cap,
|
||||
)
|
||||
)
|
||||
|
||||
async def _reconnect_shared_stream(self) -> bool:
|
||||
"""Attempt to reopen the shared stream after a post-ready transport drop.
|
||||
|
||||
@@ -4,6 +4,7 @@ from __future__ import annotations
|
||||
|
||||
import functools
|
||||
import os
|
||||
import random
|
||||
import re
|
||||
from collections.abc import Mapping
|
||||
from datetime import tzinfo
|
||||
@@ -194,6 +195,15 @@ def _validate_reconnect_location(base_url: httpx.URL, location: str) -> str:
|
||||
return location
|
||||
|
||||
|
||||
def _reconnect_delay(attempt: int, *, base: float, cap: float) -> float:
|
||||
"""Seconds to wait before reconnect attempt `attempt` (0-based).
|
||||
|
||||
Exponential backoff capped at `cap`, plus up to 25% jitter.
|
||||
"""
|
||||
delay = min(cap, base * (2**attempt))
|
||||
return delay + random.uniform(0, delay * 0.25)
|
||||
|
||||
|
||||
def _provided_vals(d: Mapping[str, Any]) -> dict[str, Any]:
|
||||
return {k: v for k, v in d.items() if v is not None}
|
||||
|
||||
|
||||
@@ -4,6 +4,7 @@ from __future__ import annotations
|
||||
|
||||
import logging
|
||||
import sys
|
||||
import time
|
||||
import warnings
|
||||
from collections.abc import Callable, Iterator, Mapping
|
||||
from typing import Any, cast
|
||||
@@ -13,9 +14,14 @@ import orjson
|
||||
|
||||
from langgraph_sdk._shared.utilities import (
|
||||
_orjson_default,
|
||||
_reconnect_delay,
|
||||
_validate_reconnect_location,
|
||||
)
|
||||
from langgraph_sdk.errors import _raise_for_status_typed
|
||||
from langgraph_sdk.errors import (
|
||||
InternalServerError,
|
||||
RateLimitError,
|
||||
_raise_for_status_typed,
|
||||
)
|
||||
from langgraph_sdk.schema import QueryParamTypes, StreamPart
|
||||
from langgraph_sdk.sse import SSEDecoder, iter_lines_raw
|
||||
|
||||
@@ -146,7 +152,8 @@ class SyncHttpClient:
|
||||
on_response: Callable[[httpx.Response], None] | None = None,
|
||||
reconnect_limit: int = 5,
|
||||
) -> Any:
|
||||
"""Send a request that automatically reconnects to Location header."""
|
||||
"""Send a request that reconnects to its Location header if the response is
|
||||
cut off, with backoff between attempts."""
|
||||
request_headers, content = _encode_json(json)
|
||||
if headers:
|
||||
request_headers.update(headers)
|
||||
@@ -176,13 +183,27 @@ class SyncHttpClient:
|
||||
stacklevel=2,
|
||||
)
|
||||
r.close()
|
||||
return self.request_reconnect(
|
||||
loc,
|
||||
"GET",
|
||||
headers=headers,
|
||||
# don't pass on_response so it's only called once
|
||||
reconnect_limit=reconnect_limit - 1,
|
||||
)
|
||||
for attempt in range(reconnect_limit):
|
||||
time.sleep(_reconnect_delay(attempt, base=1.0, cap=5.0))
|
||||
# A restart or a deploy looks like a refused connection, a
|
||||
# dropped body, a 429 or a 5xx; other errors won't go away.
|
||||
try:
|
||||
return self.request_reconnect(
|
||||
loc,
|
||||
"GET",
|
||||
headers=headers,
|
||||
# don't pass on_response so it's only called once
|
||||
reconnect_limit=0,
|
||||
)
|
||||
except httpx.HTTPStatusError as err:
|
||||
status = err.response.status_code
|
||||
if attempt == reconnect_limit - 1 or (
|
||||
status != 429 and status < 500
|
||||
):
|
||||
raise
|
||||
except httpx.TransportError:
|
||||
if attempt == reconnect_limit - 1:
|
||||
raise
|
||||
|
||||
def stream(
|
||||
self,
|
||||
@@ -219,69 +240,99 @@ class SyncHttpClient:
|
||||
current_headers = dict(
|
||||
request_headers if reconnect_path is None else reconnect_headers
|
||||
)
|
||||
if last_event_id is not None:
|
||||
current_headers = {
|
||||
key: value
|
||||
for key, value in current_headers.items()
|
||||
if key.lower() != "last-event-id"
|
||||
}
|
||||
if last_event_id:
|
||||
current_headers["Last-Event-ID"] = last_event_id
|
||||
if reconnect_path is not None and not any(
|
||||
key.lower() == "last-event-id" and value
|
||||
for key, value in current_headers.items()
|
||||
):
|
||||
warnings.warn(
|
||||
"Reconnecting without a Last-Event-ID, so events sent while "
|
||||
"disconnected are not replayed. Only runs created with "
|
||||
"stream_resumable=True send the event IDs a reconnect resumes "
|
||||
"from.",
|
||||
stacklevel=2,
|
||||
)
|
||||
|
||||
current_method = method if reconnect_path is None else "GET"
|
||||
current_content = content if reconnect_path is None else None
|
||||
current_params = params if reconnect_path is None else None
|
||||
|
||||
retry = False
|
||||
with self.client.stream(
|
||||
current_method,
|
||||
reconnect_path or path,
|
||||
headers=current_headers,
|
||||
content=current_content,
|
||||
params=current_params,
|
||||
) as res:
|
||||
if reconnect_path is None and on_response:
|
||||
on_response(res)
|
||||
# check status
|
||||
_raise_for_status_typed(res)
|
||||
# check content type
|
||||
content_type = res.headers.get("content-type", "").partition(";")[0]
|
||||
if "text/event-stream" not in content_type:
|
||||
raise httpx.TransportError(
|
||||
"Expected response header Content-Type to contain 'text/event-stream', "
|
||||
f"got {content_type!r}"
|
||||
)
|
||||
reconnect_cause: httpx.HTTPError | None = None
|
||||
try:
|
||||
with self.client.stream(
|
||||
current_method,
|
||||
reconnect_path or path,
|
||||
headers=current_headers,
|
||||
content=current_content,
|
||||
params=current_params,
|
||||
) as res:
|
||||
if reconnect_path is None and on_response:
|
||||
on_response(res)
|
||||
# check status
|
||||
_raise_for_status_typed(res)
|
||||
# check content type
|
||||
content_type = res.headers.get("content-type", "").partition(";")[0]
|
||||
if "text/event-stream" not in content_type:
|
||||
raise httpx.TransportError(
|
||||
"Expected response header Content-Type to contain 'text/event-stream', "
|
||||
f"got {content_type!r}"
|
||||
)
|
||||
|
||||
reconnect_location = res.headers.get("location")
|
||||
if reconnect_location:
|
||||
_validate_reconnect_location(
|
||||
self.client.base_url, reconnect_location
|
||||
)
|
||||
reconnect_path = reconnect_location
|
||||
reconnect_location = res.headers.get("location")
|
||||
if reconnect_location:
|
||||
_validate_reconnect_location(
|
||||
self.client.base_url, reconnect_location
|
||||
)
|
||||
reconnect_path = reconnect_location
|
||||
|
||||
decoder = SSEDecoder()
|
||||
try:
|
||||
for line in iter_lines_raw(res):
|
||||
sse = decoder.decode(cast(bytes, line).rstrip(b"\n"))
|
||||
if sse is not None:
|
||||
decoder = SSEDecoder(last_event_id=last_event_id)
|
||||
try:
|
||||
for line in iter_lines_raw(res):
|
||||
sse = decoder.decode(cast(bytes, line).rstrip(b"\n"))
|
||||
if sse is not None:
|
||||
if decoder.last_event_id is not None:
|
||||
last_event_id = decoder.last_event_id
|
||||
if sse.event or decoder.has_data:
|
||||
# Progress since the last drop earns a fresh
|
||||
# set of reconnect attempts.
|
||||
reconnect_attempts = 0
|
||||
yield sse
|
||||
except httpx.HTTPError as err:
|
||||
# httpx.TransportError inherits from HTTPError, so transient
|
||||
# disconnects during streaming land here.
|
||||
if reconnect_path is None:
|
||||
raise
|
||||
reconnect_cause = err
|
||||
else:
|
||||
if sse := decoder.decode(b""):
|
||||
if decoder.last_event_id is not None:
|
||||
last_event_id = decoder.last_event_id
|
||||
if sse.event or sse.data is not None:
|
||||
if sse.event or decoder.has_data:
|
||||
# See async stream implementation for rationale on
|
||||
# skipping empty flush events.
|
||||
yield sse
|
||||
except httpx.HTTPError:
|
||||
# httpx.TransportError inherits from HTTPError, so transient
|
||||
# disconnects during streaming land here.
|
||||
if reconnect_path is None:
|
||||
raise
|
||||
retry = True
|
||||
else:
|
||||
if sse := decoder.decode(b""):
|
||||
if decoder.last_event_id is not None:
|
||||
last_event_id = decoder.last_event_id
|
||||
if sse.event or sse.data is not None:
|
||||
# See async stream implementation for rationale on
|
||||
# skipping empty flush events.
|
||||
yield sse
|
||||
if retry:
|
||||
except (httpx.TransportError, RateLimitError, InternalServerError) as err:
|
||||
# A reconnect that can't open (connection refused, 429, 5xx or a
|
||||
# non-SSE body) usually means the server is restarting or
|
||||
# mid-deploy, so retry it like a drop. Before the server sends a
|
||||
# Location there is nothing to reconnect to, so raise.
|
||||
if reconnect_path is None:
|
||||
raise
|
||||
reconnect_cause = err
|
||||
if reconnect_cause is not None:
|
||||
reconnect_attempts += 1
|
||||
if reconnect_attempts > max_reconnect_attempts:
|
||||
raise httpx.TransportError(
|
||||
"Exceeded maximum SSE reconnection attempts"
|
||||
)
|
||||
) from reconnect_cause
|
||||
time.sleep(_reconnect_delay(reconnect_attempts - 1, base=1.0, cap=5.0))
|
||||
continue
|
||||
break
|
||||
|
||||
|
||||
@@ -811,7 +811,7 @@ class _On:
|
||||
def __call__(
|
||||
self,
|
||||
*,
|
||||
resources: str | Sequence[str],
|
||||
resources: str | Sequence[str] | None = None,
|
||||
actions: str | Sequence[str] | None = None,
|
||||
) -> Callable[[AHO], AHO]: ...
|
||||
|
||||
|
||||
@@ -30,18 +30,14 @@ class BytesLineDecoder:
|
||||
# See https://docs.python.org/3/glossary.html#term-universal-newlines
|
||||
NEWLINE_CHARS = b"\n\r"
|
||||
|
||||
# We always push a trailing `\r` into the next decode iteration.
|
||||
if self.trailing_cr:
|
||||
text = b"\r" + text
|
||||
self.trailing_cr = False
|
||||
if text.endswith(b"\r"):
|
||||
self.trailing_cr = True
|
||||
text = text[:-1]
|
||||
if not text:
|
||||
return []
|
||||
if self.trailing_cr and text.startswith(b"\n"):
|
||||
text = text[1:]
|
||||
self.trailing_cr = text.endswith(b"\r")
|
||||
|
||||
if not text:
|
||||
# NOTE: the edge case input of empty text doesn't occur in practice,
|
||||
# because other httpx internals filter out this value
|
||||
return [] # pragma: no cover
|
||||
return []
|
||||
|
||||
trailing_newline = text[-1] in NEWLINE_CHARS
|
||||
lines = cast(list[BytesLike], text.splitlines())
|
||||
@@ -66,7 +62,7 @@ class BytesLineDecoder:
|
||||
return lines
|
||||
|
||||
def flush(self) -> list[BytesLike]:
|
||||
if not self.buffer and not self.trailing_cr:
|
||||
if not self.buffer:
|
||||
return []
|
||||
|
||||
lines: list[BytesLike] = [self.buffer]
|
||||
@@ -76,18 +72,25 @@ class BytesLineDecoder:
|
||||
|
||||
|
||||
class SSEDecoder:
|
||||
def __init__(self) -> None:
|
||||
def __init__(self, *, last_event_id: str | None = None) -> None:
|
||||
self._event = ""
|
||||
self._data = bytearray()
|
||||
self._last_event_id: str | None = None
|
||||
self._last_event_id = last_event_id
|
||||
self._retry: int | None = None
|
||||
self._at_stream_start = True
|
||||
self._has_data = False
|
||||
self._id_changed = False
|
||||
|
||||
@property
|
||||
def has_data(self) -> bool:
|
||||
"""Whether the last decoded block contained a data field."""
|
||||
return self._has_data
|
||||
|
||||
@property
|
||||
def last_event_id(self) -> str | None:
|
||||
"""Return the last event identifier that was seen.
|
||||
|
||||
`None` until the stream sends an `id` field, and `""` after an empty
|
||||
`None` until an ID is supplied or received, and `""` after an empty
|
||||
one, which resets the reconnect cursor.
|
||||
"""
|
||||
|
||||
@@ -101,17 +104,26 @@ class SSEDecoder:
|
||||
line = line.removeprefix(b"\xef\xbb\xbf")
|
||||
|
||||
if not line:
|
||||
self._has_data = bool(self._data)
|
||||
if (
|
||||
not self._event
|
||||
and not self._data
|
||||
and not self._last_event_id
|
||||
and not self._id_changed
|
||||
and self._retry is None
|
||||
):
|
||||
return None
|
||||
|
||||
body = self._data[:-1]
|
||||
data = None
|
||||
if body and not body.isspace():
|
||||
try:
|
||||
data = orjson.loads(body)
|
||||
except orjson.JSONDecodeError:
|
||||
data = orjson.loads(body.decode(errors="replace"))
|
||||
|
||||
sse = StreamPart(
|
||||
event=self._event,
|
||||
data=orjson.loads(self._data) if self._data else None, # ty: ignore[invalid-argument-type]
|
||||
data=data, # ty: ignore[invalid-argument-type]
|
||||
id=self._last_event_id or None,
|
||||
)
|
||||
|
||||
@@ -119,6 +131,7 @@ class SSEDecoder:
|
||||
self._event = ""
|
||||
self._data = bytearray()
|
||||
self._retry = None
|
||||
self._id_changed = False
|
||||
|
||||
return sse
|
||||
|
||||
@@ -131,16 +144,16 @@ class SSEDecoder:
|
||||
value = value[1:]
|
||||
|
||||
if fieldname == b"event":
|
||||
self._event = value.decode()
|
||||
self._event = value.decode(errors="replace")
|
||||
elif fieldname == b"data":
|
||||
if self._data:
|
||||
self._data.extend(b"\n")
|
||||
self._data.extend(value)
|
||||
self._data.extend(b"\n")
|
||||
elif fieldname == b"id":
|
||||
if b"\0" in value:
|
||||
pass
|
||||
else:
|
||||
self._last_event_id = value.decode()
|
||||
self._last_event_id = value.decode(errors="replace")
|
||||
self._id_changed = True
|
||||
elif fieldname == b"retry":
|
||||
with contextlib.suppress(TypeError, ValueError):
|
||||
self._retry = int(value)
|
||||
|
||||
@@ -15,7 +15,6 @@ from __future__ import annotations
|
||||
import asyncio
|
||||
import contextlib
|
||||
import logging
|
||||
import random
|
||||
from collections import OrderedDict
|
||||
from collections.abc import AsyncGenerator, AsyncIterator, Awaitable, Callable
|
||||
from dataclasses import dataclass, field
|
||||
@@ -23,6 +22,7 @@ from typing import Any
|
||||
|
||||
from langchain_protocol import Event, SubscribeParams
|
||||
|
||||
from langgraph_sdk._shared.utilities import _reconnect_delay
|
||||
from langgraph_sdk.stream.transport import AsyncProtocolTransport, EventStreamHandle
|
||||
|
||||
# ---------------------------------------------------------------------------
|
||||
@@ -275,11 +275,13 @@ class StreamController:
|
||||
|
||||
async def _reconnect_sleep(self, attempt: int) -> None:
|
||||
"""Sleep with exponential backoff and jitter for reconnect attempt *attempt*."""
|
||||
base = self._reconnect_backoff_base
|
||||
cap = self._reconnect_backoff_cap
|
||||
delay = min(cap, base * (2**attempt))
|
||||
jitter = random.uniform(0, delay * 0.25)
|
||||
await asyncio.sleep(delay + jitter)
|
||||
await asyncio.sleep(
|
||||
_reconnect_delay(
|
||||
attempt,
|
||||
base=self._reconnect_backoff_base,
|
||||
cap=self._reconnect_backoff_cap,
|
||||
)
|
||||
)
|
||||
|
||||
async def _reconnect_shared_stream(self) -> bool:
|
||||
"""Attempt to reopen the shared stream after a transport drop.
|
||||
|
||||
@@ -4,7 +4,6 @@ from __future__ import annotations
|
||||
|
||||
import contextlib
|
||||
import logging
|
||||
import random
|
||||
import threading
|
||||
import time
|
||||
from dataclasses import dataclass, field
|
||||
@@ -13,6 +12,7 @@ from typing import Any
|
||||
|
||||
from langchain_protocol import Event, SubscribeParams
|
||||
|
||||
from langgraph_sdk._shared.utilities import _reconnect_delay
|
||||
from langgraph_sdk.stream.errors import (
|
||||
is_non_retryable_stream_error,
|
||||
stream_error_frame,
|
||||
@@ -282,11 +282,13 @@ class SyncStreamController:
|
||||
|
||||
def _reconnect_sleep(self, attempt: int) -> None:
|
||||
"""Sleep with exponential backoff + jitter before a reconnect attempt."""
|
||||
base = self._reconnect_backoff_base
|
||||
cap = self._reconnect_backoff_cap
|
||||
delay = min(cap, base * (2**attempt))
|
||||
jitter = random.uniform(0, delay * 0.25)
|
||||
time.sleep(delay + jitter)
|
||||
time.sleep(
|
||||
_reconnect_delay(
|
||||
attempt,
|
||||
base=self._reconnect_backoff_base,
|
||||
cap=self._reconnect_backoff_cap,
|
||||
)
|
||||
)
|
||||
|
||||
def _reconnect_shared_stream(self) -> bool:
|
||||
"""Attempt to reopen the shared stream after a transport drop.
|
||||
|
||||
@@ -0,0 +1,17 @@
|
||||
import asyncio
|
||||
import time
|
||||
|
||||
import pytest
|
||||
|
||||
|
||||
@pytest.fixture
|
||||
def no_sleep(monkeypatch):
|
||||
"""Record backoff sleeps without actually waiting."""
|
||||
sleeps: list[float] = []
|
||||
|
||||
async def fake_async_sleep(d):
|
||||
sleeps.append(d)
|
||||
|
||||
monkeypatch.setattr(asyncio, "sleep", fake_async_sleep)
|
||||
monkeypatch.setattr(time, "sleep", lambda d: sleeps.append(d))
|
||||
return sleeps
|
||||
@@ -1,8 +1,49 @@
|
||||
import ast
|
||||
import inspect
|
||||
|
||||
import pytest
|
||||
|
||||
from langgraph_sdk import Auth
|
||||
|
||||
|
||||
@pytest.mark.parametrize(
|
||||
"kwargs",
|
||||
[{}, {"actions": "read"}, {"resources": None}],
|
||||
)
|
||||
def test_global_handler_factory_accepts_optional_resources(kwargs) -> None:
|
||||
auth = Auth()
|
||||
tree = ast.parse(inspect.getsource(type(auth.on)))
|
||||
cls = tree.body[0]
|
||||
assert isinstance(cls, ast.ClassDef)
|
||||
factory_overload = next(
|
||||
node
|
||||
for node in cls.body
|
||||
if isinstance(node, ast.FunctionDef)
|
||||
and node.name == "__call__"
|
||||
and node.decorator_list
|
||||
and any(arg.arg == "resources" for arg in node.args.kwonlyargs)
|
||||
)
|
||||
resources = next(
|
||||
arg for arg in factory_overload.args.kwonlyargs if arg.arg == "resources"
|
||||
)
|
||||
assert resources.annotation is not None
|
||||
assert ast.unparse(resources.annotation) == "str | Sequence[str] | None"
|
||||
default = factory_overload.args.kw_defaults[0]
|
||||
assert isinstance(default, ast.Constant) and default.value is None
|
||||
|
||||
@auth.on(**kwargs)
|
||||
async def handler(ctx, value):
|
||||
del ctx, value
|
||||
return None
|
||||
|
||||
if kwargs.get("actions"):
|
||||
assert auth._handlers == {("*", "read"): [handler]}
|
||||
assert auth._global_handlers == []
|
||||
else:
|
||||
assert auth._global_handlers == [handler]
|
||||
assert auth._handlers == {}
|
||||
|
||||
|
||||
def test_handler_multiple_resources_and_actions() -> None:
|
||||
auth = Auth()
|
||||
|
||||
|
||||
@@ -1,6 +1,6 @@
|
||||
from __future__ import annotations
|
||||
|
||||
from collections.abc import Iterator, Sequence
|
||||
from collections.abc import Callable, Iterator, Sequence
|
||||
from pathlib import Path
|
||||
from typing import Any
|
||||
|
||||
@@ -13,6 +13,7 @@ from langgraph_sdk._async.runs import _wrap_stream_v2
|
||||
from langgraph_sdk._shared.utilities import _sse_to_v2_dict
|
||||
from langgraph_sdk._sync.runs import _wrap_stream_v2_sync
|
||||
from langgraph_sdk.client import HttpClient, SyncHttpClient
|
||||
from langgraph_sdk.errors import InternalServerError, NotFoundError
|
||||
from langgraph_sdk.schema import (
|
||||
CheckpointPayload,
|
||||
CheckpointsStreamPart,
|
||||
@@ -130,6 +131,110 @@ def test_sse_decoder_strips_a_leading_bom():
|
||||
assert decoder.decode(b"") == StreamPart(event="values", data=1, id=None) # ty: ignore[invalid-argument-type]
|
||||
|
||||
|
||||
def test_control_blocks_do_not_repeat_after_a_cursor_update():
|
||||
decoder = SSEDecoder()
|
||||
decoder.decode(b"id: cursor")
|
||||
assert decoder.decode(b"") == StreamPart(event="", data=None, id="cursor") # ty: ignore[invalid-argument-type]
|
||||
decoder.decode(b": heartbeat")
|
||||
assert decoder.decode(b"") is None
|
||||
assert decoder.decode(b"") is None
|
||||
decoder.decode(b"id:")
|
||||
assert decoder.decode(b"") == StreamPart(event="", data=None, id=None) # ty: ignore[invalid-argument-type]
|
||||
assert decoder.last_event_id == ""
|
||||
assert decoder.decode(b"") is None
|
||||
|
||||
|
||||
def test_cr_lines_are_emitted_without_waiting_for_another_chunk():
|
||||
decoder = BytesLineDecoder()
|
||||
assert decoder.decode(b"data: 1\r\r") == [b"data: 1", b""]
|
||||
assert decoder.decode(b"\n") == []
|
||||
assert decoder.decode(b"data: 2\r") == [b"data: 2"]
|
||||
assert decoder.decode(b"") == []
|
||||
assert decoder.decode(b"\n\r") == [b""]
|
||||
assert decoder.flush() == []
|
||||
|
||||
|
||||
def test_empty_data_lines_preserve_their_newlines():
|
||||
decoder = SSEDecoder()
|
||||
for line in (b"data", b"data: 1", b"data:"):
|
||||
decoder.decode(line)
|
||||
assert decoder._data == b"\n1\n\n"
|
||||
assert decoder.decode(b"") == StreamPart(event="", data=1, id=None) # ty: ignore[invalid-argument-type]
|
||||
decoder.decode(b"data:")
|
||||
decoder.decode(b"data:")
|
||||
assert decoder.decode(b"") == StreamPart(event="", data=None, id=None) # ty: ignore[invalid-argument-type]
|
||||
assert decoder.has_data
|
||||
assert decoder.decode(b"") is None
|
||||
assert not decoder.has_data
|
||||
|
||||
|
||||
def test_malformed_utf8_is_replaced_in_fields_and_json_strings():
|
||||
decoder = SSEDecoder()
|
||||
for line in (b"event: \xff", b"id: \xff", b'data: "\xff"'):
|
||||
decoder.decode(line)
|
||||
assert decoder.decode(b"") == StreamPart(event="\ufffd", data="\ufffd", id="\ufffd") # ty: ignore[invalid-argument-type]
|
||||
|
||||
|
||||
@pytest.mark.parametrize("asynchronous", [False, True])
|
||||
async def test_null_and_empty_data_are_not_dropped(asynchronous: bool):
|
||||
def handler(_request: httpx.Request) -> httpx.Response:
|
||||
return httpx.Response(
|
||||
200,
|
||||
headers={"Content-Type": "text/event-stream"},
|
||||
content=b"data: null\n\ndata:\n\n",
|
||||
)
|
||||
|
||||
transport = httpx.MockTransport(handler)
|
||||
if asynchronous:
|
||||
async with httpx.AsyncClient(
|
||||
transport=transport, base_url="https://example.com"
|
||||
) as client:
|
||||
parts = [part async for part in HttpClient(client).stream("/stream", "GET")]
|
||||
else:
|
||||
with httpx.Client(
|
||||
transport=transport, base_url="https://example.com"
|
||||
) as client:
|
||||
parts = list(SyncHttpClient(client).stream("/stream", "GET"))
|
||||
assert parts == [StreamPart(event="", data=None), StreamPart(event="", data=None)] # ty: ignore[invalid-argument-type]
|
||||
|
||||
|
||||
@pytest.mark.parametrize("asynchronous", [False, True])
|
||||
async def test_cursor_is_inherited_after_reconnect(asynchronous: bool):
|
||||
requests: list[httpx.Request] = []
|
||||
|
||||
def handler(request: httpx.Request) -> httpx.Response:
|
||||
requests.append(request)
|
||||
if len(requests) == 1:
|
||||
stream_cls = AsyncListByteStream if asynchronous else ListByteStream
|
||||
return httpx.Response(
|
||||
200,
|
||||
headers={"Content-Type": "text/event-stream", "Location": "/reconnect"},
|
||||
stream=stream_cls(
|
||||
[b"id: cursor\nevent: values\ndata: 1\n\n"],
|
||||
httpx.RemoteProtocolError("incomplete chunked read"),
|
||||
),
|
||||
)
|
||||
assert (b"Last-Event-ID", b"cursor") in request.headers.raw
|
||||
return httpx.Response(
|
||||
200,
|
||||
headers={"Content-Type": "text/event-stream"},
|
||||
content=b"event: values\ndata: 2\n\n",
|
||||
)
|
||||
|
||||
transport = httpx.MockTransport(handler)
|
||||
if asynchronous:
|
||||
async with httpx.AsyncClient(
|
||||
transport=transport, base_url="https://example.com"
|
||||
) as client:
|
||||
parts = [part async for part in HttpClient(client).stream("/stream", "GET")]
|
||||
else:
|
||||
with httpx.Client(
|
||||
transport=transport, base_url="https://example.com"
|
||||
) as client:
|
||||
parts = list(SyncHttpClient(client).stream("/stream", "GET"))
|
||||
assert [part.id for part in parts] == ["cursor", "cursor"]
|
||||
|
||||
|
||||
# --- HTTP client streaming ---
|
||||
|
||||
|
||||
@@ -176,6 +281,7 @@ def test_sync_http_client_stream_flushes_trailing_event():
|
||||
assert parts == [StreamPart(event="foo", data={"bar": 1})]
|
||||
|
||||
|
||||
@pytest.mark.usefixtures("no_sleep")
|
||||
def test_sync_http_client_stream_recovers_after_disconnect():
|
||||
reconnect_path = "/reconnect"
|
||||
first_chunks = [
|
||||
@@ -241,6 +347,7 @@ def test_sync_http_client_stream_recovers_after_disconnect():
|
||||
|
||||
|
||||
@pytest.mark.asyncio
|
||||
@pytest.mark.usefixtures("no_sleep")
|
||||
async def test_http_client_stream_recovers_after_disconnect():
|
||||
reconnect_path = "/reconnect"
|
||||
first_chunks = [
|
||||
@@ -312,18 +419,14 @@ async def test_http_client_stream_recovers_after_disconnect():
|
||||
]
|
||||
|
||||
|
||||
def _drop_after_an_empty_id(stream_cls: type, reconnects: list[httpx.Request]):
|
||||
def _drop_after(chunks: list[bytes], stream_cls: type, reconnects: list[httpx.Request]):
|
||||
def handler(request: httpx.Request) -> httpx.Response:
|
||||
if request.method == "POST":
|
||||
return httpx.Response(
|
||||
200,
|
||||
headers={"Content-Type": "text/event-stream", "Location": "/reconnect"},
|
||||
stream=stream_cls(
|
||||
[
|
||||
b"id: 1\nevent: values\ndata: 1\n\n",
|
||||
b"id:\nevent: values\ndata: 2\n\n",
|
||||
],
|
||||
httpx.RemoteProtocolError("incomplete chunked read"),
|
||||
chunks, httpx.RemoteProtocolError("incomplete chunked read")
|
||||
),
|
||||
)
|
||||
reconnects.append(request)
|
||||
@@ -336,26 +439,409 @@ def _drop_after_an_empty_id(stream_cls: type, reconnects: list[httpx.Request]):
|
||||
return handler
|
||||
|
||||
|
||||
def test_sync_stream_reconnects_without_a_cursor_after_an_empty_id():
|
||||
def _sync_reconnect(
|
||||
chunks: list[bytes], headers: dict[str, str] | None
|
||||
) -> httpx.Request:
|
||||
reconnects: list[httpx.Request] = []
|
||||
transport = httpx.MockTransport(_drop_after_an_empty_id(ListByteStream, reconnects))
|
||||
transport = httpx.MockTransport(_drop_after(chunks, ListByteStream, reconnects))
|
||||
with httpx.Client(transport=transport, base_url="https://example.com") as client:
|
||||
list(SyncHttpClient(client).stream("/stream", "POST", json={}))
|
||||
|
||||
assert "last-event-id" not in reconnects[0].headers
|
||||
list(SyncHttpClient(client).stream("/stream", "POST", json={}, headers=headers))
|
||||
return reconnects[0]
|
||||
|
||||
|
||||
async def test_async_stream_reconnects_without_a_cursor_after_an_empty_id():
|
||||
async def _async_reconnect(
|
||||
chunks: list[bytes], headers: dict[str, str] | None
|
||||
) -> httpx.Request:
|
||||
reconnects: list[httpx.Request] = []
|
||||
transport = httpx.MockTransport(
|
||||
_drop_after_an_empty_id(AsyncListByteStream, reconnects)
|
||||
_drop_after(chunks, AsyncListByteStream, reconnects)
|
||||
)
|
||||
async with httpx.AsyncClient(
|
||||
transport=transport, base_url="https://example.com"
|
||||
) as client:
|
||||
[part async for part in HttpClient(client).stream("/stream", "POST", json={})]
|
||||
[
|
||||
part
|
||||
async for part in HttpClient(client).stream(
|
||||
"/stream", "POST", json={}, headers=headers
|
||||
)
|
||||
]
|
||||
return reconnects[0]
|
||||
|
||||
assert "last-event-id" not in reconnects[0].headers
|
||||
|
||||
_EMPTY_IDS = pytest.mark.parametrize(
|
||||
"empty_id",
|
||||
[b"id:\nevent: values\ndata: 2\n\n", b"id:\n\n"],
|
||||
ids=["with-an-event", "alone"],
|
||||
)
|
||||
_CALLER_CURSORS = pytest.mark.parametrize(
|
||||
"headers",
|
||||
[None, {"Last-Event-ID": "5"}, {"last-event-id": "5"}],
|
||||
ids=["no-caller-cursor", "caller-cursor", "lowercase-caller-cursor"],
|
||||
)
|
||||
|
||||
|
||||
@_EMPTY_IDS
|
||||
@_CALLER_CURSORS
|
||||
@pytest.mark.usefixtures("no_sleep")
|
||||
def test_sync_stream_reconnects_without_a_cursor_after_an_empty_id(
|
||||
empty_id: bytes, headers: dict[str, str] | None
|
||||
):
|
||||
with pytest.warns(UserWarning, match="Last-Event-ID"):
|
||||
reconnect = _sync_reconnect(
|
||||
[b"id: 1\nevent: values\ndata: 1\n\n", empty_id], headers
|
||||
)
|
||||
|
||||
assert "last-event-id" not in reconnect.headers
|
||||
|
||||
|
||||
@_EMPTY_IDS
|
||||
@_CALLER_CURSORS
|
||||
@pytest.mark.usefixtures("no_sleep")
|
||||
async def test_async_stream_reconnects_without_a_cursor_after_an_empty_id(
|
||||
empty_id: bytes, headers: dict[str, str] | None
|
||||
):
|
||||
with pytest.warns(UserWarning, match="Last-Event-ID"):
|
||||
reconnect = await _async_reconnect(
|
||||
[b"id: 1\nevent: values\ndata: 1\n\n", empty_id], headers
|
||||
)
|
||||
|
||||
assert "last-event-id" not in reconnect.headers
|
||||
|
||||
|
||||
@pytest.mark.usefixtures("no_sleep")
|
||||
def test_sync_stream_id_replaces_a_lowercase_caller_cursor():
|
||||
reconnect = _sync_reconnect(
|
||||
[b"id: 1\nevent: values\ndata: 1\n\n"], {"last-event-id": "5"}
|
||||
)
|
||||
|
||||
assert reconnect.headers.get_list("last-event-id") == ["1"]
|
||||
|
||||
|
||||
@pytest.mark.usefixtures("no_sleep")
|
||||
async def test_async_stream_id_replaces_a_lowercase_caller_cursor():
|
||||
reconnect = await _async_reconnect(
|
||||
[b"id: 1\nevent: values\ndata: 1\n\n"], {"last-event-id": "5"}
|
||||
)
|
||||
|
||||
assert reconnect.headers.get_list("last-event-id") == ["1"]
|
||||
|
||||
|
||||
@pytest.mark.usefixtures("no_sleep")
|
||||
def test_sync_stream_keeps_the_caller_cursor_until_the_stream_sends_an_id():
|
||||
reconnect = _sync_reconnect([b"event: values\ndata: 1\n\n"], {"Last-Event-ID": "5"})
|
||||
|
||||
assert reconnect.headers.get_list("last-event-id") == ["5"]
|
||||
|
||||
|
||||
@pytest.mark.usefixtures("no_sleep")
|
||||
async def test_async_stream_keeps_the_caller_cursor_until_the_stream_sends_an_id():
|
||||
reconnect = await _async_reconnect(
|
||||
[b"event: values\ndata: 1\n\n"], {"Last-Event-ID": "5"}
|
||||
)
|
||||
|
||||
assert reconnect.headers.get_list("last-event-id") == ["5"]
|
||||
|
||||
|
||||
# A reconnect that sends no Last-Event-ID can't replay what was sent while it was
|
||||
# disconnected, so it warns.
|
||||
_RECONNECT_CURSORS = pytest.mark.parametrize(
|
||||
("chunks", "headers", "warns"),
|
||||
[
|
||||
([b"event: values\ndata: 1\n\n"], None, True),
|
||||
([b"id: 1\nevent: values\ndata: 1\n\n"], None, False),
|
||||
([b"event: values\ndata: 1\n\n"], {"Last-Event-ID": "5"}, False),
|
||||
],
|
||||
ids=["no-cursor", "stream-cursor", "caller-cursor"],
|
||||
)
|
||||
|
||||
|
||||
@_RECONNECT_CURSORS
|
||||
@pytest.mark.usefixtures("no_sleep")
|
||||
def test_sync_reconnect_warns_only_without_a_cursor(
|
||||
chunks: list[bytes],
|
||||
headers: dict[str, str] | None,
|
||||
warns: bool,
|
||||
recwarn: pytest.WarningsRecorder,
|
||||
):
|
||||
_sync_reconnect(chunks, headers)
|
||||
|
||||
assert any("Last-Event-ID" in str(w.message) for w in recwarn) is warns
|
||||
|
||||
|
||||
@_RECONNECT_CURSORS
|
||||
@pytest.mark.usefixtures("no_sleep")
|
||||
async def test_async_reconnect_warns_only_without_a_cursor(
|
||||
chunks: list[bytes],
|
||||
headers: dict[str, str] | None,
|
||||
warns: bool,
|
||||
recwarn: pytest.WarningsRecorder,
|
||||
):
|
||||
await _async_reconnect(chunks, headers)
|
||||
|
||||
assert any("Last-Event-ID" in str(w.message) for w in recwarn) is warns
|
||||
|
||||
|
||||
# --- reconnects survive a server restart or a deploy ---
|
||||
|
||||
SSE = {"Content-Type": "text/event-stream"}
|
||||
DROP = httpx.RemoteProtocolError("incomplete chunked read")
|
||||
|
||||
|
||||
def _event(i: int) -> bytes:
|
||||
return f"id: {i}\nevent: values\ndata: {i}\n\n".encode()
|
||||
|
||||
|
||||
def _scripted(steps: list[Callable[[httpx.Request], httpx.Response]]):
|
||||
"""Handler that plays one step per request and records each request."""
|
||||
seen: list[httpx.Request] = []
|
||||
|
||||
def handler(request: httpx.Request) -> httpx.Response:
|
||||
seen.append(request)
|
||||
if len(seen) > len(steps):
|
||||
raise AssertionError("unexpected request")
|
||||
return steps[len(seen) - 1](request)
|
||||
|
||||
return handler, seen
|
||||
|
||||
|
||||
def _ok(stream_cls, chunks, *, drop=False, location=None):
|
||||
headers = dict(SSE)
|
||||
if location:
|
||||
headers["Location"] = location
|
||||
|
||||
def step(_request):
|
||||
return httpx.Response(
|
||||
200, headers=headers, stream=stream_cls(chunks, DROP if drop else None)
|
||||
)
|
||||
|
||||
return step
|
||||
|
||||
|
||||
def _status(code):
|
||||
return lambda request: httpx.Response(
|
||||
code, json={"detail": "upstream"}, request=request
|
||||
)
|
||||
|
||||
|
||||
def _connect_error(request):
|
||||
raise httpx.ConnectError("[Errno 61] Connection refused", request=request)
|
||||
|
||||
|
||||
def _not_sse(request):
|
||||
return httpx.Response(
|
||||
200, headers={"Content-Type": "text/html"}, text="<html>", request=request
|
||||
)
|
||||
|
||||
|
||||
def _transient_steps(stream_cls, failure):
|
||||
"""POST drops after event 1; first reconnect fails; second succeeds."""
|
||||
return [
|
||||
_ok(stream_cls, [_event(1)], drop=True, location="/reconnect"),
|
||||
failure,
|
||||
_ok(stream_cls, [_event(2), b"event: end\ndata: null\n\n"]),
|
||||
]
|
||||
|
||||
|
||||
def _long_stream_steps(stream_cls, drops):
|
||||
"""POST + `drops` reconnects, each delivering one event then dropping."""
|
||||
steps = [_ok(stream_cls, [_event(0)], drop=True, location="/reconnect")]
|
||||
for i in range(1, drops):
|
||||
steps.append(_ok(stream_cls, [_event(i)], drop=True))
|
||||
steps.append(_ok(stream_cls, [_event(drops), b"event: end\ndata: null\n\n"]))
|
||||
return steps
|
||||
|
||||
|
||||
def _run_sync(steps):
|
||||
handler, seen = _scripted(steps)
|
||||
with httpx.Client(
|
||||
transport=httpx.MockTransport(handler), base_url="https://example.com"
|
||||
) as client:
|
||||
parts = list(SyncHttpClient(client).stream("/stream", "POST", json={}))
|
||||
return parts, seen
|
||||
|
||||
|
||||
async def _run_async(steps):
|
||||
sync_handler, seen = _scripted(steps)
|
||||
|
||||
async def handler(request):
|
||||
return sync_handler(request)
|
||||
|
||||
async with httpx.AsyncClient(
|
||||
transport=httpx.MockTransport(handler), base_url="https://example.com"
|
||||
) as client:
|
||||
parts = [p async for p in HttpClient(client).stream("/stream", "POST", json={})]
|
||||
return parts, seen
|
||||
|
||||
|
||||
FAILURES = {
|
||||
"429": _status(429),
|
||||
"502": _status(502),
|
||||
"503": _status(503),
|
||||
"connect_error": _connect_error,
|
||||
"not_sse": _not_sse,
|
||||
}
|
||||
|
||||
|
||||
# A reconnect that hits a 429 / 502 / 503 / connect error / non-SSE body, then
|
||||
# succeeds, should recover.
|
||||
|
||||
|
||||
@pytest.mark.usefixtures("no_sleep")
|
||||
@pytest.mark.parametrize("failure", FAILURES.values(), ids=FAILURES.keys())
|
||||
def test_sync_reconnect_recovers_from_transient_failure(failure):
|
||||
parts, seen = _run_sync(_transient_steps(ListByteStream, failure))
|
||||
assert [p.event for p in parts] == ["values", "values", "end"]
|
||||
assert len(seen) == 3
|
||||
|
||||
|
||||
@pytest.mark.usefixtures("no_sleep")
|
||||
@pytest.mark.parametrize("failure", FAILURES.values(), ids=FAILURES.keys())
|
||||
async def test_async_reconnect_recovers_from_transient_failure(failure):
|
||||
parts, seen = await _run_async(_transient_steps(AsyncListByteStream, failure))
|
||||
assert [p.event for p in parts] == ["values", "values", "end"]
|
||||
assert len(seen) == 3
|
||||
|
||||
|
||||
# Any other 4xx on a reconnect won't go away by retrying, so it raises.
|
||||
|
||||
|
||||
def _client_error_steps(stream_cls):
|
||||
return [
|
||||
_ok(stream_cls, [_event(1)], drop=True, location="/reconnect"),
|
||||
_status(404),
|
||||
]
|
||||
|
||||
|
||||
@pytest.mark.usefixtures("no_sleep")
|
||||
def test_sync_reconnect_does_not_retry_a_client_error():
|
||||
with pytest.raises(NotFoundError):
|
||||
_run_sync(_client_error_steps(ListByteStream))
|
||||
|
||||
|
||||
@pytest.mark.usefixtures("no_sleep")
|
||||
async def test_async_reconnect_does_not_retry_a_client_error():
|
||||
with pytest.raises(NotFoundError):
|
||||
await _run_async(_client_error_steps(AsyncListByteStream))
|
||||
|
||||
|
||||
# The first request isn't a reconnect, so it raises even when it names a Location.
|
||||
|
||||
|
||||
def _first_request_503(request):
|
||||
return httpx.Response(
|
||||
503,
|
||||
headers={"Location": "/reconnect"},
|
||||
json={"detail": "upstream"},
|
||||
request=request,
|
||||
)
|
||||
|
||||
|
||||
@pytest.mark.usefixtures("no_sleep")
|
||||
def test_sync_first_request_failure_is_not_retried():
|
||||
with pytest.raises(InternalServerError):
|
||||
_run_sync([_first_request_503])
|
||||
|
||||
|
||||
@pytest.mark.usefixtures("no_sleep")
|
||||
async def test_async_first_request_failure_is_not_retried():
|
||||
with pytest.raises(InternalServerError):
|
||||
await _run_async([_first_request_503])
|
||||
|
||||
|
||||
# A server that stays down gets five reconnects, backing off 1, 2, 4, 5 and 5s
|
||||
# (each plus up to 25% jitter), so about 20s, before the stream gives up. The
|
||||
# error it gives up with is caused by the last failure, so callers see why.
|
||||
|
||||
GIVE_UP = "Exceeded maximum SSE reconnection attempts"
|
||||
|
||||
|
||||
def _server_down_steps(stream_cls):
|
||||
return [
|
||||
_ok(stream_cls, [_event(1)], drop=True, location="/reconnect"),
|
||||
*[_status(502)] * 5,
|
||||
]
|
||||
|
||||
|
||||
def _assert_backed_off_for_about_20s(sleeps: list[float]) -> None:
|
||||
assert len(sleeps) == 5
|
||||
for slept, delay in zip(sleeps, [1, 2, 4, 5, 5], strict=True):
|
||||
assert delay <= slept <= delay * 1.25
|
||||
|
||||
|
||||
def test_sync_reconnect_gives_up_after_five_backed_off_attempts(no_sleep):
|
||||
with pytest.raises(httpx.TransportError, match=GIVE_UP) as exc_info:
|
||||
_run_sync(_server_down_steps(ListByteStream))
|
||||
assert isinstance(exc_info.value.__cause__, InternalServerError)
|
||||
_assert_backed_off_for_about_20s(no_sleep)
|
||||
|
||||
|
||||
async def test_async_reconnect_gives_up_after_five_backed_off_attempts(no_sleep):
|
||||
with pytest.raises(httpx.TransportError, match=GIVE_UP) as exc_info:
|
||||
await _run_async(_server_down_steps(AsyncListByteStream))
|
||||
assert isinstance(exc_info.value.__cause__, InternalServerError)
|
||||
_assert_backed_off_for_about_20s(no_sleep)
|
||||
|
||||
|
||||
# A long stream that drops 6 times, each reconnect succeeding and making
|
||||
# progress, should not run out of attempts.
|
||||
|
||||
|
||||
@pytest.mark.usefixtures("no_sleep")
|
||||
def test_sync_long_stream_survives_many_spaced_out_drops():
|
||||
parts, _ = _run_sync(_long_stream_steps(ListByteStream, drops=6))
|
||||
assert [p.data for p in parts] == [0, 1, 2, 3, 4, 5, 6, None]
|
||||
|
||||
|
||||
@pytest.mark.usefixtures("no_sleep")
|
||||
async def test_async_long_stream_survives_many_spaced_out_drops():
|
||||
parts, _ = await _run_async(_long_stream_steps(AsyncListByteStream, drops=6))
|
||||
assert [p.data for p in parts] == [0, 1, 2, 3, 4, 5, 6, None]
|
||||
|
||||
|
||||
# Each reconnect resumes after the newest event the stream got, so a reconnect
|
||||
# loop on a resumable run replays only what it missed. A failed reconnect keeps
|
||||
# the cursor for the next one.
|
||||
RECONNECT_LOOPS = {
|
||||
"progress_between_drops": (
|
||||
lambda stream_cls: _long_stream_steps(stream_cls, drops=3),
|
||||
[None, "0", "1", "2"],
|
||||
),
|
||||
"failed_reconnect": (
|
||||
lambda stream_cls: _transient_steps(stream_cls, _status(502)),
|
||||
[None, "1", "1"],
|
||||
),
|
||||
}
|
||||
|
||||
|
||||
@pytest.mark.usefixtures("no_sleep")
|
||||
@pytest.mark.parametrize(
|
||||
("steps", "cursors"), RECONNECT_LOOPS.values(), ids=RECONNECT_LOOPS.keys()
|
||||
)
|
||||
def test_sync_reconnect_loop_resumes_after_the_newest_event(steps, cursors):
|
||||
_, seen = _run_sync(steps(ListByteStream))
|
||||
assert [r.headers.get("last-event-id") for r in seen] == cursors
|
||||
|
||||
|
||||
@pytest.mark.usefixtures("no_sleep")
|
||||
@pytest.mark.parametrize(
|
||||
("steps", "cursors"), RECONNECT_LOOPS.values(), ids=RECONNECT_LOOPS.keys()
|
||||
)
|
||||
async def test_async_reconnect_loop_resumes_after_the_newest_event(steps, cursors):
|
||||
_, seen = await _run_async(steps(AsyncListByteStream))
|
||||
assert [r.headers.get("last-event-id") for r in seen] == cursors
|
||||
|
||||
|
||||
# Reconnects should back off rather than hammer the server.
|
||||
|
||||
|
||||
def test_sync_reconnect_backs_off(no_sleep):
|
||||
_run_sync(_long_stream_steps(ListByteStream, drops=2))
|
||||
assert len(no_sleep) == 2 and all(d > 0 for d in no_sleep)
|
||||
|
||||
|
||||
async def test_async_reconnect_backs_off(no_sleep):
|
||||
await _run_async(_long_stream_steps(AsyncListByteStream, drops=2))
|
||||
assert len(no_sleep) == 2 and all(d > 0 for d in no_sleep)
|
||||
|
||||
|
||||
# --- _sse_to_v2_dict conversion ---
|
||||
|
||||
@@ -1,7 +1,8 @@
|
||||
from __future__ import annotations
|
||||
|
||||
import json
|
||||
from collections.abc import AsyncIterator, Iterator
|
||||
from collections.abc import AsyncIterator, Callable, Iterator, Sequence
|
||||
from typing import Any
|
||||
|
||||
import httpx
|
||||
import pytest
|
||||
@@ -24,7 +25,16 @@ class _BodyDropsMidRead(httpx.SyncByteStream, httpx.AsyncByteStream):
|
||||
raise httpx.ReadError("connection dropped")
|
||||
|
||||
|
||||
def _wait_handler(requests: list[httpx.Request]):
|
||||
def _done(_request: httpx.Request) -> httpx.Response:
|
||||
return httpx.Response(200, json={"done": True})
|
||||
|
||||
|
||||
def _wait_handler(
|
||||
requests: list[httpx.Request],
|
||||
reconnects: Sequence[Callable[[httpx.Request], httpx.Response]] = (_done,),
|
||||
):
|
||||
"""POST drops mid-body; the reconnects answer from `reconnects` in order."""
|
||||
|
||||
def handler(request: httpx.Request) -> httpx.Response:
|
||||
requests.append(request)
|
||||
if request.method == "POST":
|
||||
@@ -33,7 +43,7 @@ def _wait_handler(requests: list[httpx.Request]):
|
||||
headers={"Location": "/threads/t1/runs/r1/join"},
|
||||
stream=_BodyDropsMidRead(),
|
||||
)
|
||||
return httpx.Response(200, json={"done": True})
|
||||
return reconnects[len(requests) - 2](request)
|
||||
|
||||
return handler
|
||||
|
||||
@@ -46,6 +56,7 @@ def _assert_bodyless_get(request: httpx.Request) -> None:
|
||||
assert request.read() == b""
|
||||
|
||||
|
||||
@pytest.mark.usefixtures("no_sleep")
|
||||
def test_sync_wait_reconnects_with_a_bodyless_get():
|
||||
requests: list[httpx.Request] = []
|
||||
transport = httpx.MockTransport(_wait_handler(requests))
|
||||
@@ -58,6 +69,7 @@ def test_sync_wait_reconnects_with_a_bodyless_get():
|
||||
_assert_bodyless_get(requests[1])
|
||||
|
||||
|
||||
@pytest.mark.usefixtures("no_sleep")
|
||||
async def test_async_wait_reconnects_with_a_bodyless_get():
|
||||
requests: list[httpx.Request] = []
|
||||
transport = httpx.MockTransport(_wait_handler(requests))
|
||||
@@ -72,6 +84,89 @@ async def test_async_wait_reconnects_with_a_bodyless_get():
|
||||
_assert_bodyless_get(requests[1])
|
||||
|
||||
|
||||
def _connect_error(request: httpx.Request) -> httpx.Response:
|
||||
raise httpx.ConnectError("[Errno 61] Connection refused", request=request)
|
||||
|
||||
|
||||
async def _wait(
|
||||
handler: Callable[[httpx.Request], httpx.Response], *, asynchronous: bool
|
||||
) -> Any:
|
||||
transport = httpx.MockTransport(handler)
|
||||
if asynchronous:
|
||||
async with httpx.AsyncClient(
|
||||
transport=transport, base_url="https://example.com"
|
||||
) as client:
|
||||
return await RunsClient(HttpClient(client)).wait("t1", "agent", input={})
|
||||
with httpx.Client(transport=transport, base_url="https://example.com") as client:
|
||||
return SyncRunsClient(SyncHttpClient(client)).wait("t1", "agent", input={})
|
||||
|
||||
|
||||
# What a server restart or a deploy looks like to the reconnect GET: each one is
|
||||
# retried after a backoff.
|
||||
RECONNECT_FAILURES = {
|
||||
"429": lambda request: httpx.Response(429, request=request),
|
||||
"503": lambda request: httpx.Response(503, request=request),
|
||||
"connect_error": _connect_error,
|
||||
"body_drops": lambda _request: httpx.Response(
|
||||
200,
|
||||
headers={"Location": "/threads/t1/runs/r1/join"},
|
||||
stream=_BodyDropsMidRead(),
|
||||
),
|
||||
}
|
||||
|
||||
|
||||
@pytest.mark.parametrize("asynchronous", [False, True])
|
||||
@pytest.mark.parametrize(
|
||||
"failure", RECONNECT_FAILURES.values(), ids=RECONNECT_FAILURES.keys()
|
||||
)
|
||||
async def test_wait_retries_a_failed_reconnect_after_a_backoff(
|
||||
failure, asynchronous, no_sleep
|
||||
):
|
||||
requests: list[httpx.Request] = []
|
||||
with pytest.warns(UserWarning, match="attempting reconnect"):
|
||||
result = await _wait(
|
||||
_wait_handler(requests, [failure, _done]), asynchronous=asynchronous
|
||||
)
|
||||
|
||||
assert result == {"done": True}
|
||||
assert len(requests) == 3
|
||||
assert len(no_sleep) == 2 and min(no_sleep) >= 1, no_sleep
|
||||
|
||||
|
||||
@pytest.mark.usefixtures("no_sleep")
|
||||
@pytest.mark.parametrize("asynchronous", [False, True])
|
||||
async def test_wait_raises_after_five_failed_reconnects(asynchronous):
|
||||
requests: list[httpx.Request] = []
|
||||
with (
|
||||
pytest.warns(UserWarning, match="attempting reconnect"),
|
||||
pytest.raises(httpx.HTTPStatusError, match="503"),
|
||||
):
|
||||
await _wait(
|
||||
_wait_handler(requests, [RECONNECT_FAILURES["503"]] * 5),
|
||||
asynchronous=asynchronous,
|
||||
)
|
||||
|
||||
assert len(requests) == 6
|
||||
|
||||
|
||||
@pytest.mark.usefixtures("no_sleep")
|
||||
@pytest.mark.parametrize("asynchronous", [False, True])
|
||||
async def test_wait_does_not_retry_a_client_error(asynchronous):
|
||||
requests: list[httpx.Request] = []
|
||||
with (
|
||||
pytest.warns(UserWarning, match="attempting reconnect"),
|
||||
pytest.raises(httpx.HTTPStatusError, match="404"),
|
||||
):
|
||||
await _wait(
|
||||
_wait_handler(
|
||||
requests, [lambda request: httpx.Response(404, request=request)]
|
||||
),
|
||||
asynchronous=asynchronous,
|
||||
)
|
||||
|
||||
assert len(requests) == 2
|
||||
|
||||
|
||||
def test_sync_wait_raises_the_run_error():
|
||||
requests: list[httpx.Request] = []
|
||||
|
||||
|
||||
Generated
+2
-2
@@ -301,7 +301,7 @@ wheels = [
|
||||
|
||||
[[package]]
|
||||
name = "langgraph"
|
||||
version = "1.2.17"
|
||||
version = "1.2.19"
|
||||
source = { editable = "../langgraph" }
|
||||
dependencies = [
|
||||
{ name = "langchain-core" },
|
||||
@@ -385,7 +385,7 @@ test = [
|
||||
|
||||
[[package]]
|
||||
name = "langgraph-checkpoint"
|
||||
version = "4.3.0"
|
||||
version = "4.3.1"
|
||||
source = { editable = "../checkpoint" }
|
||||
dependencies = [
|
||||
{ name = "langchain-core" },
|
||||
|
||||
Reference in new issue
Block a user