agent/agent-framework
1
0
Fork 0
mirror of https://github.com/microsoft/agent-framework.git synced 2026-06-16 21:04:09 +08:00
Code Issues Packages Projects Releases Wiki Activity

Python: Pin meta core (#2597)

Browse Source 
* pin core dependency in the meta package

* fix for mcp latest

* fix mypy

* test fix

* test fix

* fix tests for content parsing
This commit is contained in:
Eduard van Valkenburg
2025-12-03 19:19:17 +01:00
committed by GitHub
Unverified
parent 931197ba95
commit a81279d960
4 changed files with 154 additions and 133 deletions
Download Patch File Download Diff File Expand all files Collapse all files
python/packages/core/agent_framework/_mcp.py
+100 -41
View File
@@ -5,7 +5,7 @@ import logging
import re
import sys
from abc import abstractmethod
from collections.abc import Collection
from collections.abc import Collection, Sequence
from contextlib import AsyncExitStack, _AsyncGeneratorContextManager # type: ignore
from datetime import timedelta
from functools import partial
@@ -22,7 +22,16 @@ from mcp.shared.session import RequestResponder
from pydantic import BaseModel, Field, create_model
from ._tools import AIFunction, HostedMCPSpecificApproval
from ._types import ChatMessage, Contents, DataContent, Role, TextContent, UriContent
from ._types import (
ChatMessage,
Contents,
DataContent,
FunctionCallContent,
FunctionResultContent,
Role,
TextContent,
UriContent,
)
from .exceptions import ToolException, ToolExecutionException
if sys.version_info >= (3, 11):
@@ -61,7 +70,7 @@ def _mcp_prompt_message_to_chat_message(
"""Convert a MCP container type to a Agent Framework type."""
return ChatMessage(
role=Role(value=mcp_type.role),
contents=[_mcp_type_to_ai_content(mcp_type.content)],
contents=_mcp_type_to_ai_content(mcp_type.content),
raw_representation=mcp_type,
)
@@ -87,8 +96,7 @@ def _mcp_call_tool_result_to_ai_contents(
A list of Agent Framework content items with metadata merged into
additional_properties.
"""
# Extract _meta field using getattr for compatibility
meta_data = getattr(mcp_type, "_meta", None)
meta_data = mcp_type.meta
# Prepare merged metadata once if present
merged_meta_props = None
@@ -104,53 +112,104 @@ def _mcp_call_tool_result_to_ai_contents(
# Convert each content item and merge metadata
result_contents = []
for item in mcp_type.content:
content = _mcp_type_to_ai_content(item)
contents = _mcp_type_to_ai_content(item)
if merged_meta_props:
existing_props = getattr(content, "additional_properties", None) or {}
# Merge with content-specific properties, letting content-specific props override
final_props = merged_meta_props.copy()
final_props.update(existing_props)
content.additional_properties = final_props
result_contents.append(content)
for content in contents:
existing_props = getattr(content, "additional_properties", None) or {}
# Merge with content-specific properties, letting content-specific props override
final_props = merged_meta_props.copy()
final_props.update(existing_props)
content.additional_properties = final_props
result_contents.extend(contents)
return result_contents
def _mcp_type_to_ai_content(
mcp_type: types.ImageContent | types.TextContent | types.AudioContent | types.EmbeddedResource | types.ResourceLink,
) -> Contents:
mcp_type: types.ImageContent
| types.TextContent
| types.AudioContent
| types.EmbeddedResource
| types.ResourceLink
| types.ToolUseContent
| types.ToolResultContent
| Sequence[
types.ImageContent
| types.TextContent
| types.AudioContent
| types.EmbeddedResource
| types.ResourceLink
| types.ToolUseContent
| types.ToolResultContent
],
) -> list[Contents]:
"""Convert a MCP type to a Agent Framework type."""
match mcp_type:
case types.TextContent():
return TextContent(text=mcp_type.text, raw_representation=mcp_type)
case types.ImageContent() | types.AudioContent():
return DataContent(
uri=mcp_type.data,
media_type=mcp_type.mimeType,
raw_representation=mcp_type,
)
case types.ResourceLink():
return UriContent(
uri=str(mcp_type.uri),
media_type=mcp_type.mimeType or "application/json",
raw_representation=mcp_type,
)
case _:
match mcp_type.resource:
case types.TextResourceContents():
return TextContent(
text=mcp_type.resource.text,
mcp_types = mcp_type if isinstance(mcp_type, Sequence) else [mcp_type]
return_types: list[Contents] = []
for mcp_type in mcp_types:
match mcp_type:
case types.TextContent():
return_types.append(TextContent(text=mcp_type.text, raw_representation=mcp_type))
case types.ImageContent() | types.AudioContent():
return_types.append(
DataContent(
uri=mcp_type.data,
media_type=mcp_type.mimeType,
raw_representation=mcp_type,
additional_properties=(mcp_type.annotations.model_dump() if mcp_type.annotations else None),
)
case types.BlobResourceContents():
return DataContent(
uri=mcp_type.resource.blob,
media_type=mcp_type.resource.mimeType,
)
case types.ResourceLink():
return_types.append(
UriContent(
uri=str(mcp_type.uri),
media_type=mcp_type.mimeType or "application/json",
raw_representation=mcp_type,
additional_properties=(mcp_type.annotations.model_dump() if mcp_type.annotations else None),
)
)
case types.ToolUseContent():
return_types.append(
FunctionCallContent(
call_id=mcp_type.id,
name=mcp_type.name,
arguments=mcp_type.input,
raw_representation=mcp_type,
)
)
case types.ToolResultContent():
return_types.append(
FunctionResultContent(
call_id=mcp_type.toolUseId,
result=_mcp_type_to_ai_content(mcp_type.content)
if mcp_type.content
else mcp_type.structuredContent,
exception=Exception() if mcp_type.isError else None,
raw_representation=mcp_type,
)
)
case types.EmbeddedResource():
match mcp_type.resource:
case types.TextResourceContents():
return_types.append(
TextContent(
text=mcp_type.resource.text,
raw_representation=mcp_type,
additional_properties=(
mcp_type.annotations.model_dump() if mcp_type.annotations else None
),
)
)
case types.BlobResourceContents():
return_types.append(
DataContent(
uri=mcp_type.resource.blob,
media_type=mcp_type.resource.mimeType,
raw_representation=mcp_type,
additional_properties=(
mcp_type.annotations.model_dump() if mcp_type.annotations else None
),
)
)
return return_types
def _ai_content_to_mcp_types(
python/packages/core/tests/core/test_mcp.py
+23 -61
View File
@@ -91,9 +91,10 @@ def test_mcp_call_tool_result_to_ai_contents():
def test_mcp_call_tool_result_with_meta_error():
"""Test conversion from MCP tool result with _meta field containing isError=True."""
# Create a mock CallToolResult with _meta field containing error information
mcp_result = types.CallToolResult(content=[types.TextContent(type="text", text="Error occurred")])
# Simulate _meta field with isError=True
mcp_result._meta = {"isError": True, "errorCode": "TOOL_ERROR", "errorMessage": "Tool execution failed"}
mcp_result = types.CallToolResult(
content=[types.TextContent(type="text", text="Error occurred")],
_meta={"isError": True, "errorCode": "TOOL_ERROR", "errorMessage": "Tool execution failed"},
)
ai_contents = _mcp_call_tool_result_to_ai_contents(mcp_result)
@@ -115,15 +116,16 @@ def test_mcp_call_tool_result_with_meta_arbitrary_data():
MCP server chooses to provide. This test uses example metadata to verify that
whatever is provided gets preserved in additional_properties.
"""
mcp_result = types.CallToolResult(content=[types.TextContent(type="text", text="Success result")])
# Example _meta field - different MCP servers may provide completely different structures
mcp_result._meta = {
"serverVersion": "2.1.0",
"executionId": "exec_abc123",
"metrics": {"responseTime": 1.25, "memoryUsed": "64MB"},
"source": "example-mcp-server",
"customField": "arbitrary_value",
}
mcp_result = types.CallToolResult(
content=[types.TextContent(type="text", text="Success result")],
_meta={
"serverVersion": "2.1.0",
"executionId": "exec_abc123",
"metrics": {"responseTime": 1.25, "memoryUsed": "64MB"},
"source": "example-mcp-server",
"customField": "arbitrary_value",
},
)
ai_contents = _mcp_call_tool_result_to_ai_contents(mcp_result)
@@ -145,8 +147,7 @@ def test_mcp_call_tool_result_with_meta_merging_existing_properties():
"""Test that _meta data merges correctly with existing additional_properties."""
# Create content with existing additional_properties
text_content = types.TextContent(type="text", text="Test content")
mcp_result = types.CallToolResult(content=[text_content])
mcp_result._meta = {"newField": "newValue", "isError": False}
mcp_result = types.CallToolResult(content=[text_content], _meta={"newField": "newValue", "isError": False})
ai_contents = _mcp_call_tool_result_to_ai_contents(mcp_result)
@@ -159,30 +160,6 @@ def test_mcp_call_tool_result_with_meta_merging_existing_properties():
assert content.additional_properties["isError"] is False
def test_mcp_call_tool_result_with_meta_object_attributes():
"""Test conversion when _meta is an object with attributes rather than a dict."""
class MetaObject:
def __init__(self):
self.isError = True
self.requestId = "req-12345"
self.executionTime = 2.5
mcp_result = types.CallToolResult(content=[types.TextContent(type="text", text="Object meta test")])
mcp_result._meta = MetaObject()
ai_contents = _mcp_call_tool_result_to_ai_contents(mcp_result)
assert len(ai_contents) == 1
content = ai_contents[0]
# Check that object attributes are extracted correctly
assert content.additional_properties is not None
assert content.additional_properties["isError"] is True
assert content.additional_properties["requestId"] == "req-12345"
assert content.additional_properties["executionTime"] == 2.5
def test_mcp_call_tool_result_with_meta_none():
"""Test that missing _meta field is handled gracefully."""
mcp_result = types.CallToolResult(content=[types.TextContent(type="text", text="No meta test")])
@@ -200,21 +177,6 @@ def test_mcp_call_tool_result_with_meta_none():
assert props is None or props == {}
def test_mcp_call_tool_result_with_meta_non_dict_value():
"""Test conversion when _meta contains a non-dict value."""
mcp_result = types.CallToolResult(content=[types.TextContent(type="text", text="Non-dict meta test")])
mcp_result._meta = "simple string meta"
ai_contents = _mcp_call_tool_result_to_ai_contents(mcp_result)
assert len(ai_contents) == 1
content = ai_contents[0]
# Non-dict _meta should be stored under '_meta' key
assert content.additional_properties is not None
assert content.additional_properties["_meta"] == "simple string meta"
def test_mcp_call_tool_result_regression_successful_workflow():
"""Regression test to ensure existing successful workflows remain unchanged."""
# Test the original successful workflow still works
@@ -247,7 +209,7 @@ def test_mcp_call_tool_result_regression_successful_workflow():
def test_mcp_content_types_to_ai_content_text():
"""Test conversion of MCP text content to AI content."""
mcp_content = types.TextContent(type="text", text="Sample text")
ai_content = _mcp_type_to_ai_content(mcp_content)
ai_content = _mcp_type_to_ai_content(mcp_content)[0]
assert isinstance(ai_content, TextContent)
assert ai_content.text == "Sample text"
@@ -257,7 +219,7 @@ def test_mcp_content_types_to_ai_content_text():
def test_mcp_content_types_to_ai_content_image():
"""Test conversion of MCP image content to AI content."""
mcp_content = types.ImageContent(type="image", data="data:image/jpeg;base64,abc", mimeType="image/jpeg")
ai_content = _mcp_type_to_ai_content(mcp_content)
ai_content = _mcp_type_to_ai_content(mcp_content)[0]
assert isinstance(ai_content, DataContent)
assert ai_content.uri == "data:image/jpeg;base64,abc"
@@ -268,7 +230,7 @@ def test_mcp_content_types_to_ai_content_image():
def test_mcp_content_types_to_ai_content_audio():
"""Test conversion of MCP audio content to AI content."""
mcp_content = types.AudioContent(type="audio", data="data:audio/wav;base64,def", mimeType="audio/wav")
ai_content = _mcp_type_to_ai_content(mcp_content)
ai_content = _mcp_type_to_ai_content(mcp_content)[0]
assert isinstance(ai_content, DataContent)
assert ai_content.uri == "data:audio/wav;base64,def"
@@ -284,7 +246,7 @@ def test_mcp_content_types_to_ai_content_resource_link():
name="test_resource",
mimeType="application/json",
)
ai_content = _mcp_type_to_ai_content(mcp_content)
ai_content = _mcp_type_to_ai_content(mcp_content)[0]
assert isinstance(ai_content, UriContent)
assert ai_content.uri == "https://example.com/resource"
@@ -300,7 +262,7 @@ def test_mcp_content_types_to_ai_content_embedded_resource_text():
text="Embedded text content",
)
mcp_content = types.EmbeddedResource(type="resource", resource=text_resource)
ai_content = _mcp_type_to_ai_content(mcp_content)
ai_content = _mcp_type_to_ai_content(mcp_content)[0]
assert isinstance(ai_content, TextContent)
assert ai_content.text == "Embedded text content"
@@ -316,7 +278,7 @@ def test_mcp_content_types_to_ai_content_embedded_resource_blob():
blob="data:application/octet-stream;base64,dGVzdCBkYXRh",
)
mcp_content = types.EmbeddedResource(type="resource", resource=blob_resource)
ai_content = _mcp_type_to_ai_content(mcp_content)
ai_content = _mcp_type_to_ai_content(mcp_content)[0]
assert isinstance(ai_content, DataContent)
assert ai_content.uri == "data:application/octet-stream;base64,dGVzdCBkYXRh"
@@ -650,9 +612,9 @@ async def test_mcp_tool_call_tool_with_meta_integration():
# Create a CallToolResult with _meta field
tool_result = types.CallToolResult(
content=[types.TextContent(type="text", text="Tool executed with metadata")]
content=[types.TextContent(type="text", text="Tool executed with metadata")],
_meta={"executionTime": 1.5, "cost": {"usd": 0.002}, "isError": False, "toolVersion": "1.2.3"},
)
tool_result._meta = {"executionTime": 1.5, "cost": {"usd": 0.002}, "isError": False, "toolVersion": "1.2.3"}
self.session.call_tool = AsyncMock(return_value=tool_result)
python/pyproject.toml
+1 -1
View File
@@ -23,7 +23,7 @@ classifiers = [
"Typing :: Typed",
]
dependencies = [
"agent-framework-core[all]",
"agent-framework-core[all]==1.0.0b251120",
]
[dependency-groups]
python/uv.lock
Generated
+30 -30
View File
@@ -1327,7 +1327,7 @@ name = "clr-loader"
version = "0.2.8"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "cffi", marker = "(python_full_version < '3.14' and sys_platform == 'darwin') or (python_full_version < '3.14' and sys_platform == 'linux') or (python_full_version < '3.14' and sys_platform == 'win32')" },
{ name = "cffi", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
]
sdist = { url = "https://files.pythonhosted.org/packages/e8/88/9e0a80d59b28d394aad5d736bd47e5aa5883cf1d3674b313ba93e2a353e4/clr_loader-0.2.8.tar.gz", hash = "sha256:b4cd3a2ee5f0489885ef07ffd87eb38b2cee24ca65dcacea97b34e7b59913814", size = 61502, upload-time = "2025-10-20T21:03:16.548Z" }
wheels = [
@@ -1824,7 +1824,7 @@ wheels = [
[[package]]
name = "fastapi"
version = "0.123.0"
version = "0.123.5"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "annotated-doc", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
@@ -1832,9 +1832,9 @@ dependencies = [
{ name = "starlette", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
{ name = "typing-extensions", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
]
sdist = { url = "https://files.pythonhosted.org/packages/76/c7/d3956d7c2da2b66188eacc8db0919635b28313a30334dd78cba4c366caf0/fastapi-0.123.0.tar.gz", hash = "sha256:1410678b3c44418245eec85088b15140d894074b86e66061017e2b492c09b138", size = 347702, upload-time = "2025-11-30T14:49:17.848Z" }
sdist = { url = "https://files.pythonhosted.org/packages/78/b8/c6e916565af8a8e1c8f5a4736b31a6995adb51dbd4cbefc8b022e753ecb9/fastapi-0.123.5.tar.gz", hash = "sha256:54bbb660ca231d3985474498b51c621ddcf8888d9a4c1ecb10aa40ec217e4965", size = 352030, upload-time = "2025-12-02T21:08:38.532Z" }
wheels = [
{ url = "https://files.pythonhosted.org/packages/17/17/62c82beab6536ea72576f90b84a3dbe6bcceb88d3d46afc4d05c376f0231/fastapi-0.123.0-py3-none-any.whl", hash = "sha256:cb56e69e874afa897bd3416c8a3dbfdae1730d0a308d4c63303f3f4b44136ae4", size = 110865, upload-time = "2025-11-30T14:49:16.164Z" },
{ url = "https://files.pythonhosted.org/packages/c2/dc/faa52fe784892bb057934248ded02705d26ca3aca562876e61c239947036/fastapi-0.123.5-py3-none-any.whl", hash = "sha256:a9c708e47c0fa424139cddb8601d0f92d3111b77843c22e9c8d0164d65fe3c97", size = 111316, upload-time = "2025-12-02T21:08:36.191Z" },
]
[[package]]
@@ -3282,7 +3282,7 @@ wheels = [
[[package]]
name = "mcp"
version = "1.22.0"
version = "1.23.1"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "anyio", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
@@ -3300,9 +3300,9 @@ dependencies = [
{ name = "typing-inspection", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
{ name = "uvicorn", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
]
sdist = { url = "https://files.pythonhosted.org/packages/a3/a2/c5ec0ab38b35ade2ae49a90fada718fbc76811dc5aa1760414c6aaa6b08a/mcp-1.22.0.tar.gz", hash = "sha256:769b9ac90ed42134375b19e777a2858ca300f95f2e800982b3e2be62dfc0ba01", size = 471788, upload-time = "2025-11-20T20:11:28.095Z" }
sdist = { url = "https://files.pythonhosted.org/packages/12/42/10c0c09ca27aceacd8c428956cfabdd67e3d328fe55c4abc16589285d294/mcp-1.23.1.tar.gz", hash = "sha256:7403e053e8e2283b1e6ae631423cb54736933fea70b32422152e6064556cd298", size = 596519, upload-time = "2025-12-02T18:41:12.807Z" }
wheels = [
{ url = "https://files.pythonhosted.org/packages/a9/bb/711099f9c6bb52770f56e56401cdfb10da5b67029f701e0df29362df4c8e/mcp-1.22.0-py3-none-any.whl", hash = "sha256:bed758e24df1ed6846989c909ba4e3df339a27b4f30f1b8b627862a4bade4e98", size = 175489, upload-time = "2025-11-20T20:11:26.542Z" },
{ url = "https://files.pythonhosted.org/packages/9f/9e/26e1d2d2c6afe15dfba5ca6799eeeea7656dce625c22766e4c57305e9cc2/mcp-1.23.1-py3-none-any.whl", hash = "sha256:3ce897fcc20a41bd50b4c58d3aa88085f11f505dcc0eaed48930012d34c731d8", size = 231433, upload-time = "2025-12-02T18:41:11.195Z" },
]
[package.optional-dependencies]
@@ -4452,8 +4452,8 @@ name = "powerfx"
version = "0.0.33"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "cffi", marker = "(python_full_version < '3.14' and sys_platform == 'darwin') or (python_full_version < '3.14' and sys_platform == 'linux') or (python_full_version < '3.14' and sys_platform == 'win32')" },
{ name = "pythonnet", marker = "(python_full_version < '3.14' and sys_platform == 'darwin') or (python_full_version < '3.14' and sys_platform == 'linux') or (python_full_version < '3.14' and sys_platform == 'win32')" },
{ name = "cffi", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
{ name = "pythonnet", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
]
sdist = { url = "https://files.pythonhosted.org/packages/5e/41/8f95f72f4f3b7ea54357c449bf5bd94813b6321dec31db9ffcbf578e2fa3/powerfx-0.0.33.tar.gz", hash = "sha256:85e8330bef8a7a207c3e010aa232df0ae38825e94d590c73daf3a3f44115cb09", size = 3236647, upload-time = "2025-11-20T19:31:09.414Z" }
wheels = [
@@ -5122,7 +5122,7 @@ name = "pythonnet"
version = "3.0.5"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "clr-loader", marker = "(python_full_version < '3.14' and sys_platform == 'darwin') or (python_full_version < '3.14' and sys_platform == 'linux') or (python_full_version < '3.14' and sys_platform == 'win32')" },
{ name = "clr-loader", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
]
sdist = { url = "https://files.pythonhosted.org/packages/9a/d6/1afd75edd932306ae9bd2c2d961d603dc2b52fcec51b04afea464f1f6646/pythonnet-3.0.5.tar.gz", hash = "sha256:48e43ca463941b3608b32b4e236db92d8d40db4c58a75ace902985f76dac21cf", size = 239212, upload-time = "2024-12-13T08:30:44.393Z" }
wheels = [
@@ -6457,28 +6457,28 @@ wheels = [
[[package]]
name = "uv"
version = "0.9.14"
version = "0.9.15"
source = { registry = "https://pypi.org/simple" }
sdist = { url = "https://files.pythonhosted.org/packages/93/77/36977111f1a7a6625ba432959958d284124d5cda678b703b77f1e1c8e8b8/uv-0.9.14.tar.gz", hash = "sha256:e62ae030bb607abe9c2d6d2569c696804fa668a3b176d7cce20cfa1c66012855", size = 3766833, upload-time = "2025-12-01T17:22:51.155Z" }
sdist = { url = "https://files.pythonhosted.org/packages/d0/b8/63e4ad24d7ef24ef1de10cb2db9ff0f74b2cceb4bd71c4b3909297d40967/uv-0.9.15.tar.gz", hash = "sha256:241a57d8ce90273d0ad8460897e1b2250bd4aa6bafe72fd8be07fbc3a7662f3d", size = 3788825, upload-time = "2025-12-03T01:33:06.404Z" }
wheels = [
{ url = "https://files.pythonhosted.org/packages/1e/f8/05876ea28ef1edd4a4dbcd5c9e44daa7d056bad25b0f114305a49457baa7/uv-0.9.14-py3-none-linux_armv6l.whl", hash = "sha256:876d0cf2a92113e1237ef71a7dc21e2cc82ab0664f98004d61abeb05c944ffd2", size = 20844416, upload-time = "2025-12-01T17:22:42.25Z" },
{ url = "https://files.pythonhosted.org/packages/67/c0/c88a40306b2d437704e25f19890da1f6f9b42cbe1695de0373e3ca1258d8/uv-0.9.14-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:e14853fb7781251f75cbb200fa2a81f2ac087a7f0647ee8699689198d6496f05", size = 19981109, upload-time = "2025-12-01T17:22:07.422Z" },
{ url = "https://files.pythonhosted.org/packages/f0/65/6ba20daba11fc88d41cb03fe903d8440618f6033fba511f34c7bd9df02ad/uv-0.9.14-py3-none-macosx_11_0_arm64.whl", hash = "sha256:dd90bc5e364a2fdc89499de9c1cffe9036b0318e54644b5664a9c395bb21bb29", size = 18469837, upload-time = "2025-12-01T17:22:19.014Z" },
{ url = "https://files.pythonhosted.org/packages/e9/a1/245dfacce0e2755b82b00dc5fbaea4a690e3fb7046a779c1fd719896f04b/uv-0.9.14-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.musllinux_1_1_aarch64.whl", hash = "sha256:c086218fe1f3f88281d2f881bbeb5ada062eb4ea5d28292f352e45de38aa125a", size = 20347846, upload-time = "2025-12-01T17:22:35.144Z" },
{ url = "https://files.pythonhosted.org/packages/03/0d/9314fd85e8ab574c9433b014d49fe233cd8e0ae38274cc5716a9f8291f5e/uv-0.9.14-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:6dc4d37a593e2843df96a32be4cdab682e7abb15552c967277ac29fe8e556cdb", size = 20441070, upload-time = "2025-12-01T17:22:46.793Z" },
{ url = "https://files.pythonhosted.org/packages/b2/e9/1eab4b0e3b7eb6823a927a86bf34e3e0086c6321d794da4fafc1e168373c/uv-0.9.14-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:7770890958273fe5f6222857be0981e06808f531a2d28cc8da5907b3036fa7dd", size = 21636744, upload-time = "2025-12-01T17:22:28.272Z" },
{ url = "https://files.pythonhosted.org/packages/4f/ca/3a25e8bce4402d410bdbe5dc327eb9cf1e441f29cde73a7838816b23a14b/uv-0.9.14-py3-none-manylinux_2_17_ppc64.manylinux2014_ppc64.whl", hash = "sha256:2a1724160ab2429317ab7d340f95d34c93a4830fef7f2d952795754837fb2e2c", size = 23033527, upload-time = "2025-12-01T17:22:30.643Z" },
{ url = "https://files.pythonhosted.org/packages/39/44/c3e3ac7e80de643aa34fc70661f668a121fb48cc515e0a263daaf24e92cb/uv-0.9.14-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:180496428c669244e6af4b4b05f3c450d7976367b4907312d609890a2ee03be5", size = 22666761, upload-time = "2025-12-01T17:22:13.771Z" },
{ url = "https://files.pythonhosted.org/packages/b9/c7/14eddd397d6333673b1dc15f4f13548afae191b3dbf5a40d25bbf12c2789/uv-0.9.14-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:144bad91b4c4efd7104e219beab4a238ccf560a87323128f0d6471b85c08915e", size = 21653308, upload-time = "2025-12-01T17:22:21.358Z" },
{ url = "https://files.pythonhosted.org/packages/38/9e/0ddb21e94fc7fd67547e74aa0cbb042d57f52fe283f3d517d1a8c9e5df66/uv-0.9.14-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4b5a27f528af437d9cd7bd85905095f166d0c37bdf3404a8a900948068e03d6b", size = 21690920, upload-time = "2025-12-01T17:22:32.777Z" },
{ url = "https://files.pythonhosted.org/packages/17/35/44a7aeafc1cc9b1ec55ab433bed0211c34ca77f230853735c6c8d8683783/uv-0.9.14-py3-none-manylinux_2_28_aarch64.whl", hash = "sha256:cbf18113f0e07898af804f6f4a9ef521eb181865a94b7d162431dcae5b55f8fa", size = 20467749, upload-time = "2025-12-01T17:22:11.23Z" },
{ url = "https://files.pythonhosted.org/packages/dd/f8/6b087904c897f2e96c69c9386fdefbd6c5fdeecab6624c5e972a0e31dd91/uv-0.9.14-py3-none-manylinux_2_31_riscv64.whl", hash = "sha256:18231f386e3f153e9560f535bd224b618f4990c4f417504f915fe95fc5513448", size = 21513786, upload-time = "2025-12-01T17:22:25.953Z" },
{ url = "https://files.pythonhosted.org/packages/a1/4b/1959897d40affc078eca5812db6bdef0a331e594e8907d336db2e90d0252/uv-0.9.14-py3-none-musllinux_1_1_armv7l.whl", hash = "sha256:e2cd3e885e4c30048f9c2c526bd340f6e082ca5fb6bf4516c90671a114746fc3", size = 20406081, upload-time = "2025-12-01T17:22:23.66Z" },
{ url = "https://files.pythonhosted.org/packages/c7/ce/e7e27f7891e38c98f5c83b3c8068c6265f5dc96c12924f2a0fc31b4eb7ac/uv-0.9.14-py3-none-musllinux_1_1_i686.whl", hash = "sha256:da227183ab9860832533e7f152a83d0d749f8d0156348b68f48773d42f690ff1", size = 20965537, upload-time = "2025-12-01T17:22:16.582Z" },
{ url = "https://files.pythonhosted.org/packages/71/44/b9cdb4137338b33a419ff4aff70ac00df4a5a68e1b9bd21a59f96caf6c6f/uv-0.9.14-py3-none-musllinux_1_1_x86_64.whl", hash = "sha256:70a55f189b2d9ec035194c927f2c0b4f746b251e329a5dc8391ab6a41fe14e1a", size = 21919764, upload-time = "2025-12-01T17:22:37.369Z" },
{ url = "https://files.pythonhosted.org/packages/66/57/2e294c6d758b48883434ad979e089cfe5ec87584ec7ffee005be359f6035/uv-0.9.14-py3-none-win32.whl", hash = "sha256:06923d5ee88b50dabb364c4fcc2a0de84e079b6a2fb6cc6ca318e74e979affed", size = 19742562, upload-time = "2025-12-01T17:22:49.106Z" },
{ url = "https://files.pythonhosted.org/packages/f0/2f/81d551db61228adb062ff29dec7634d82091e38f579d56ed27db40bd300e/uv-0.9.14-py3-none-win_amd64.whl", hash = "sha256:c0f18fd246726cdc194357aca50fd13153d719daecd765049f0ff4c2262143d3", size = 21655524, upload-time = "2025-12-01T17:22:39.643Z" },
{ url = "https://files.pythonhosted.org/packages/ef/91/deb722a8ddb076018aee02ab3bffcdda6f10b7ca96f72aeca06b5efaccec/uv-0.9.14-py3-none-win_arm64.whl", hash = "sha256:d974fcbec84aa7eb4ee1cc7e650a5b8973895a03f6d6f0c61b488e1d1b8179ea", size = 20121260, upload-time = "2025-12-01T17:22:44.502Z" },
{ url = "https://files.pythonhosted.org/packages/fd/e7/5c7fcf7a49884273c18a54b68ffd5f05775cb0e59aeeb2801f2b6d31787b/uv-0.9.15-py3-none-linux_armv6l.whl", hash = "sha256:4ccf2aa7f2e0fcb553dccc8badceb2fc533000e5baf144fd982bb9be88b304b8", size = 20936584, upload-time = "2025-12-03T01:32:58.983Z" },
{ url = "https://files.pythonhosted.org/packages/30/a8/5c376318f57dd4fc58bb01db870f9e564a689d479ddc0440731933286740/uv-0.9.15-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:944cd6d500974f9693994ec990c5b263a185e66cbc1cbd230f319445f8330e4e", size = 20000398, upload-time = "2025-12-03T01:33:04.518Z" },
{ url = "https://files.pythonhosted.org/packages/ca/c7/6af7e5dc21902eb936a54c037650f070cea015d742b3a49e82f53e6f32c4/uv-0.9.15-py3-none-macosx_11_0_arm64.whl", hash = "sha256:ec4716fee5db65cfc78016d07f6fddb9b1fa29a0471fe67fe6676e2befee3215", size = 18440619, upload-time = "2025-12-03T01:32:56.388Z" },
{ url = "https://files.pythonhosted.org/packages/88/73/8364801f678ba58d1a31ec9c8e0bfc407b48c0c57e0e3618e8fbf6b285f6/uv-0.9.15-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.musllinux_1_1_aarch64.whl", hash = "sha256:2b9ad2581a90b7b2ed3f5a3b2657c3cf84119bdf101e1a1c49a2f38577eecb1b", size = 20326432, upload-time = "2025-12-03T01:32:53.805Z" },
{ url = "https://files.pythonhosted.org/packages/89/ed/9c13d81005b00dcc759f7ea4b640b1efff8ecebbf852df90c2f237373ed5/uv-0.9.15-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:d6a837537294e283ddbb18c494dbc085afca3e29d2176059140b7b4e94e485fd", size = 20531552, upload-time = "2025-12-03T01:33:18.894Z" },
{ url = "https://files.pythonhosted.org/packages/b1/24/99c26056300c83f0d542272c02465937965191739d44bf8654d09d2d296f/uv-0.9.15-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:214013314564347ad629a5cfcd28b962038fc23c72155d7a798313f6b9f64f81", size = 21428020, upload-time = "2025-12-03T01:33:10.373Z" },
{ url = "https://files.pythonhosted.org/packages/a2/4a/15dd32d695eae71cb4c09af6e9cbde703674824653c9f2963b068108b344/uv-0.9.15-py3-none-manylinux_2_17_ppc64.manylinux2014_ppc64.whl", hash = "sha256:b32c1ac11ea80ab4cc6ea61029880e1319041d2b3783f2478c8eadfc9a9c9d5a", size = 23061719, upload-time = "2025-12-03T01:32:48.914Z" },
{ url = "https://files.pythonhosted.org/packages/51/02/83c179d6a5cfee0c437dd1d73b515557c6b2b7ab19fb9421420c13b10bc8/uv-0.9.15-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:64d99dfe8af75fed7fd6b7f6a8a81ba26ac88e046c5cb366184c2b53b023b070", size = 22609336, upload-time = "2025-12-03T01:32:41.645Z" },
{ url = "https://files.pythonhosted.org/packages/a3/77/c620febe2662ab1897c2ef7c95a5424517efc456b77a1f75f6da81b4e542/uv-0.9.15-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:c5375c95a70fc76104fc178771cd4a8db1dab55345c7162c3d2d47ca2993c4bb", size = 21663700, upload-time = "2025-12-03T01:32:36.335Z" },
{ url = "https://files.pythonhosted.org/packages/70/1b/4273d02565a4e86f238e9fee23e6c5c3bb7b5c237c63228e1b72451db224/uv-0.9.15-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b9c1cefdd6e878baa32ff7a7d1ef463690750ff45d899fbb6bd6705e8329b00a", size = 21714799, upload-time = "2025-12-03T01:33:01.785Z" },
{ url = "https://files.pythonhosted.org/packages/61/ae/29787af8124d821c1a88bb66612c24ff6180309d35348a4915214c5078d3/uv-0.9.15-py3-none-manylinux_2_28_aarch64.whl", hash = "sha256:b6d342a4610e7dbc3450c8000313ee7693905ddee12a65a34fdbcd8418a852a5", size = 20454218, upload-time = "2025-12-03T01:33:14.113Z" },
{ url = "https://files.pythonhosted.org/packages/56/fe/ab906a1e530f0fbb7042e82057d7c08ef46131deb75d5fef2133de6725c5/uv-0.9.15-py3-none-manylinux_2_31_riscv64.whl", hash = "sha256:dea4fd678d48b9790234de43b2e5e4a445f9541fd361db7dc1a2cac861c9717a", size = 21549370, upload-time = "2025-12-03T01:32:46.766Z" },
{ url = "https://files.pythonhosted.org/packages/19/11/20ea6dc5ca56f2ad9a8f1b5674f84c38a45a28ccf880aa7c1abb226355a6/uv-0.9.15-py3-none-musllinux_1_1_armv7l.whl", hash = "sha256:bae65f4748cacc20ea7f93b94a9ba82dd5505a98cf61e33d75e2669c6aefbfc5", size = 20502715, upload-time = "2025-12-03T01:32:51.454Z" },
{ url = "https://files.pythonhosted.org/packages/37/38/ed98b5f48be2aeb63dc8853bc777b739c18277d0b950196b4d46f7b4d74a/uv-0.9.15-py3-none-musllinux_1_1_i686.whl", hash = "sha256:5473c1095a697b7c7996a312232f78e81cf71e5afc30c889e46a486fe298d853", size = 20890379, upload-time = "2025-12-03T01:32:28.035Z" },
{ url = "https://files.pythonhosted.org/packages/dd/50/a97468ed93b80a50ea97a717662be4b841e7149bc68197ded087bcdd9e36/uv-0.9.15-py3-none-musllinux_1_1_x86_64.whl", hash = "sha256:a0ef2e2bcf807aebd70e3a87bde618d0a01f07f627f5da0b0b457d7be2124843", size = 21921653, upload-time = "2025-12-03T01:32:31.016Z" },
{ url = "https://files.pythonhosted.org/packages/94/e8/ad85878d4e789c40b75c9f670eba52c7e5e63393f31e1c1a7246849595a2/uv-0.9.15-py3-none-win32.whl", hash = "sha256:5efa39d9085f918d17869e43471ccd4526372e71d945b8d7cd3c8867ce6eab33", size = 19762699, upload-time = "2025-12-03T01:32:39.104Z" },
{ url = "https://files.pythonhosted.org/packages/bc/37/e15a46f880b2c230f7d6934f046825ebe547f90008984c861e84e2ef34c4/uv-0.9.15-py3-none-win_amd64.whl", hash = "sha256:e46f36c80353fb406d4c0fb2cfe1953b4a01bfb3fc5b88dd4f763641b8899f1a", size = 21758441, upload-time = "2025-12-03T01:32:33.722Z" },
{ url = "https://files.pythonhosted.org/packages/9a/fe/af3595c25dfaa85daff11ed0c8ca0fc1d088a426c65ef93d3751490673fd/uv-0.9.15-py3-none-win_arm64.whl", hash = "sha256:8f14456f357ebbf3f494ae5af41e9b306ba66ecc81cb2304095b38d99a1f7d28", size = 20203340, upload-time = "2025-12-03T01:32:44.184Z" },
]
[[package]]