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Compare commits
| Author | SHA1 | Date | |
|---|---|---|---|
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68b93641b6 | ||
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2b251d904f |
@@ -10,6 +10,11 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
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### Changed
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- **agent-framework-azure-cosmos**: [BREAKING] `CosmosCheckpointStorage` now uses restricted pickle deserialization by default, matching `FileCheckpointStorage` behavior. If your checkpoints contain application-defined types, pass them via `allowed_checkpoint_types=["my_app.models:MyState"]`. ([#5200](https://github.com/microsoft/agent-framework/issues/5200))
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## [devui-1.0.0b260414] - 2026-04-14
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### Fixed
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- **agent-framework-devui**: Fix streaming memory growth in DevUI frontend ([#5221](https://github.com/microsoft/agent-framework/pull/5221))
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## [1.0.1] - 2026-04-09
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### Added
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@@ -4,7 +4,7 @@ description = "Debug UI for Microsoft Agent Framework with OpenAI-compatible API
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authors = [{ name = "Microsoft", email = "af-support@microsoft.com"}]
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readme = "README.md"
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requires-python = ">=3.10"
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version = "1.0.0b260409"
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version = "1.0.0b260414"
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license-files = ["LICENSE"]
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urls.homepage = "https://github.com/microsoft/agent-framework"
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urls.source = "https://github.com/microsoft/agent-framework/tree/main/python"
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@@ -1161,7 +1161,16 @@ class RawOpenAIChatClient( # type: ignore[misc]
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# First turn: prepend instructions as system message
|
||||
messages = prepend_instructions_to_messages(list(messages), instructions, role="system")
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||||
# Continuation turn: instructions already exist in conversation context, skip prepending
|
||||
request_input = self._prepare_messages_for_openai(messages)
|
||||
request_uses_service_side_storage = False
|
||||
for key in ("conversation_id", "previous_response_id", "conversation"):
|
||||
value = options.get(key)
|
||||
if isinstance(value, str) and value:
|
||||
request_uses_service_side_storage = True
|
||||
break
|
||||
request_input = self._prepare_messages_for_openai(
|
||||
messages,
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||||
request_uses_service_side_storage=request_uses_service_side_storage,
|
||||
)
|
||||
if not request_input:
|
||||
raise ChatClientInvalidRequestException("Messages are required for chat completions")
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||||
conversation_id = options.get("conversation_id")
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||||
@@ -1235,7 +1244,12 @@ class RawOpenAIChatClient( # type: ignore[misc]
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||||
raise ValueError("model must be a non-empty string")
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||||
options["model"] = self.model
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||||
|
||||
def _prepare_messages_for_openai(self, chat_messages: Sequence[Message]) -> list[dict[str, Any]]:
|
||||
def _prepare_messages_for_openai(
|
||||
self,
|
||||
chat_messages: Sequence[Message],
|
||||
*,
|
||||
request_uses_service_side_storage: bool = True,
|
||||
) -> list[dict[str, Any]]:
|
||||
"""Prepare the chat messages for a request.
|
||||
|
||||
Allowing customization of the key names for role/author, and optionally overriding the role.
|
||||
@@ -1248,31 +1262,27 @@ class RawOpenAIChatClient( # type: ignore[misc]
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||||
|
||||
Args:
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||||
chat_messages: The chat history to prepare.
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||||
request_uses_service_side_storage: Whether this request continues a service-managed
|
||||
response/conversation and can safely reference service-scoped response items.
|
||||
|
||||
Returns:
|
||||
The prepared chat messages for a request.
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||||
"""
|
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list_of_list = [self._prepare_message_for_openai(message) for message in chat_messages]
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||||
list_of_list = [
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self._prepare_message_for_openai(
|
||||
message,
|
||||
request_uses_service_side_storage=request_uses_service_side_storage,
|
||||
)
|
||||
for message in chat_messages
|
||||
]
|
||||
# Flatten the list of lists into a single list
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return list(chain.from_iterable(list_of_list))
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||||
|
||||
@staticmethod
|
||||
def _message_replays_provider_context(message: Message) -> bool:
|
||||
"""Return whether the message came from provider-attributed replay context.
|
||||
|
||||
Responses ``fc_id`` values are response-scoped and only valid while replaying
|
||||
the same live tool loop. Once a message comes back through a context provider
|
||||
(for example, loaded session history), that message is historical input and
|
||||
must not reuse the original response-scoped ``fc_id``.
|
||||
"""
|
||||
additional_properties = getattr(message, "additional_properties", None)
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||||
if not additional_properties:
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||||
return False
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||||
return "_attribution" in additional_properties
|
||||
|
||||
def _prepare_message_for_openai(
|
||||
self,
|
||||
message: Message,
|
||||
*,
|
||||
request_uses_service_side_storage: bool = True,
|
||||
) -> list[dict[str, Any]]:
|
||||
"""Prepare a chat message for the OpenAI Responses API format."""
|
||||
all_messages: list[dict[str, Any]] = []
|
||||
@@ -1280,34 +1290,63 @@ class RawOpenAIChatClient( # type: ignore[misc]
|
||||
"type": "message",
|
||||
"role": message.role,
|
||||
}
|
||||
additional_properties = message.additional_properties
|
||||
replays_local_storage = "_attribution" in additional_properties
|
||||
uses_service_side_storage = request_uses_service_side_storage and not replays_local_storage
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||||
# Reasoning items are only valid in input when they directly preceded a function_call
|
||||
# in the same response. Including a reasoning item that preceded a text response
|
||||
# in the same response. Including a reasoning item that preceded a text response
|
||||
# (i.e. no function_call in the same message) causes an API error:
|
||||
# "reasoning was provided without its required following item."
|
||||
#
|
||||
# Local storage is stricter: response-scoped reasoning items (rs_*) cannot be replayed
|
||||
# back to the service unless that message is using service-side storage.
|
||||
# In that mode we omit reasoning items and rely on function call + tool output replay.
|
||||
has_function_call = any(c.type == "function_call" for c in message.contents)
|
||||
for content in message.contents:
|
||||
match content.type:
|
||||
case "text_reasoning":
|
||||
if not has_function_call:
|
||||
if not uses_service_side_storage or not has_function_call:
|
||||
continue # reasoning not followed by a function_call is invalid in input
|
||||
reasoning = self._prepare_content_for_openai(message.role, content, message=message)
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||||
reasoning = self._prepare_content_for_openai(
|
||||
message.role,
|
||||
content,
|
||||
replays_local_storage=replays_local_storage,
|
||||
)
|
||||
if reasoning:
|
||||
all_messages.append(reasoning)
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||||
case "function_result":
|
||||
new_args: dict[str, Any] = {}
|
||||
new_args.update(self._prepare_content_for_openai(message.role, content, message=message))
|
||||
new_args.update(
|
||||
self._prepare_content_for_openai(
|
||||
message.role,
|
||||
content,
|
||||
replays_local_storage=replays_local_storage,
|
||||
)
|
||||
)
|
||||
if new_args:
|
||||
all_messages.append(new_args)
|
||||
case "function_call":
|
||||
function_call = self._prepare_content_for_openai(message.role, content, message=message)
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||||
function_call = self._prepare_content_for_openai(
|
||||
message.role,
|
||||
content,
|
||||
replays_local_storage=replays_local_storage,
|
||||
)
|
||||
if function_call:
|
||||
all_messages.append(function_call)
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||||
case "function_approval_response" | "function_approval_request":
|
||||
prepared = self._prepare_content_for_openai(message.role, content, message=message)
|
||||
prepared = self._prepare_content_for_openai(
|
||||
message.role,
|
||||
content,
|
||||
replays_local_storage=replays_local_storage,
|
||||
)
|
||||
if prepared:
|
||||
all_messages.append(prepared)
|
||||
case _:
|
||||
prepared_content = self._prepare_content_for_openai(message.role, content, message=message)
|
||||
prepared_content = self._prepare_content_for_openai(
|
||||
message.role,
|
||||
content,
|
||||
replays_local_storage=replays_local_storage,
|
||||
)
|
||||
if prepared_content:
|
||||
if "content" not in args:
|
||||
args["content"] = []
|
||||
@@ -1321,7 +1360,7 @@ class RawOpenAIChatClient( # type: ignore[misc]
|
||||
role: Role | str,
|
||||
content: Content,
|
||||
*,
|
||||
message: Message | None = None,
|
||||
replays_local_storage: bool = False,
|
||||
) -> dict[str, Any]:
|
||||
"""Prepare content for the OpenAI Responses API format."""
|
||||
role = Role(role)
|
||||
@@ -1401,11 +1440,7 @@ class RawOpenAIChatClient( # type: ignore[misc]
|
||||
logger.warning(f"FunctionCallContent missing call_id for function '{content.name}'")
|
||||
return {}
|
||||
fc_id = content.call_id
|
||||
if (
|
||||
message is not None
|
||||
and not self._message_replays_provider_context(message)
|
||||
and content.additional_properties
|
||||
):
|
||||
if not replays_local_storage and content.additional_properties:
|
||||
live_fc_id = content.additional_properties.get("fc_id")
|
||||
if isinstance(live_fc_id, str) and live_fc_id:
|
||||
fc_id = live_fc_id
|
||||
|
||||
@@ -1015,6 +1015,84 @@ async def test_shell_call_is_invoked_as_local_shell_function_loop() -> None:
|
||||
assert len(local_shell_outputs) == 0
|
||||
|
||||
|
||||
async def test_tool_loop_store_false_omits_reasoning_items_from_second_request() -> None:
|
||||
"""Stateless tool-loop replay must omit response-scoped reasoning items."""
|
||||
client = OpenAIChatClient(model="test-model", api_key="test-key")
|
||||
|
||||
mock_response1 = MagicMock()
|
||||
mock_response1.output_parsed = None
|
||||
mock_response1.metadata = {}
|
||||
mock_response1.usage = None
|
||||
mock_response1.id = "resp-1"
|
||||
mock_response1.model = "test-model"
|
||||
mock_response1.created_at = 1000000000
|
||||
mock_response1.status = "completed"
|
||||
mock_response1.finish_reason = "tool_calls"
|
||||
mock_response1.incomplete = None
|
||||
mock_response1.conversation = None
|
||||
|
||||
mock_reasoning_item = MagicMock()
|
||||
mock_reasoning_item.type = "reasoning"
|
||||
mock_reasoning_item.id = "rs_local_only"
|
||||
mock_reasoning_item.content = []
|
||||
mock_reasoning_item.summary = []
|
||||
mock_reasoning_item.encrypted_content = None
|
||||
|
||||
mock_function_call_item = MagicMock()
|
||||
mock_function_call_item.type = "function_call"
|
||||
mock_function_call_item.id = "fc_tool123"
|
||||
mock_function_call_item.call_id = "call_123"
|
||||
mock_function_call_item.name = "get_weather"
|
||||
mock_function_call_item.arguments = '{"location":"Amsterdam"}'
|
||||
mock_function_call_item.status = "completed"
|
||||
|
||||
mock_response1.output = [mock_reasoning_item, mock_function_call_item]
|
||||
|
||||
mock_response2 = MagicMock()
|
||||
mock_response2.output_parsed = None
|
||||
mock_response2.metadata = {}
|
||||
mock_response2.usage = None
|
||||
mock_response2.id = "resp-2"
|
||||
mock_response2.model = "test-model"
|
||||
mock_response2.created_at = 1000000001
|
||||
mock_response2.status = "completed"
|
||||
mock_response2.finish_reason = "stop"
|
||||
mock_response2.incomplete = None
|
||||
mock_response2.conversation = None
|
||||
|
||||
mock_text_item = MagicMock()
|
||||
mock_text_item.type = "message"
|
||||
mock_text_content = MagicMock()
|
||||
mock_text_content.type = "output_text"
|
||||
mock_text_content.text = "The weather in Amsterdam is sunny."
|
||||
mock_text_item.content = [mock_text_content]
|
||||
mock_response2.output = [mock_text_item]
|
||||
|
||||
with patch.object(client.client.responses, "create", side_effect=[mock_response1, mock_response2]) as mock_create:
|
||||
response = await client.get_response(
|
||||
messages=[Message(role="user", contents=["What's the weather in Amsterdam?"])],
|
||||
options={
|
||||
"store": False,
|
||||
"tools": [get_weather],
|
||||
"tool_choice": {"mode": "required", "required_function_name": "get_weather"},
|
||||
},
|
||||
)
|
||||
|
||||
assert response.text == "The weather in Amsterdam is sunny."
|
||||
assert mock_create.call_count == 2
|
||||
|
||||
second_call_input = mock_create.call_args_list[1].kwargs["input"]
|
||||
assert not any(item.get("type") == "reasoning" for item in second_call_input)
|
||||
|
||||
function_calls = [item for item in second_call_input if item.get("type") == "function_call"]
|
||||
assert len(function_calls) == 1
|
||||
assert function_calls[0]["id"] == "fc_tool123"
|
||||
|
||||
function_outputs = [item for item in second_call_input if item.get("type") == "function_call_output"]
|
||||
assert len(function_outputs) == 1
|
||||
assert function_outputs[0]["call_id"] == "call_123"
|
||||
|
||||
|
||||
def test_response_content_creation_with_shell_call() -> None:
|
||||
"""Test _parse_response_from_openai with shell_call output."""
|
||||
client = OpenAIChatClient(model="test-model", api_key="test-key")
|
||||
@@ -3221,6 +3299,164 @@ async def test_prepare_options_store_parameter_handling() -> None:
|
||||
assert "previous_response_id" not in options
|
||||
|
||||
|
||||
async def test_prepare_options_store_false_omits_reasoning_items_for_stateless_replay() -> None:
|
||||
client = OpenAIChatClient(model="test-model", api_key="test-key")
|
||||
messages = [
|
||||
Message(role="user", contents=[Content.from_text(text="search for hotels")]),
|
||||
Message(
|
||||
role="assistant",
|
||||
contents=[
|
||||
Content.from_text_reasoning(
|
||||
id="rs_test123",
|
||||
text="I need to search for hotels",
|
||||
additional_properties={"status": "completed"},
|
||||
),
|
||||
Content.from_function_call(
|
||||
call_id="call_1",
|
||||
name="search_hotels",
|
||||
arguments='{"city": "Paris"}',
|
||||
additional_properties={"fc_id": "fc_test456"},
|
||||
),
|
||||
],
|
||||
),
|
||||
Message(
|
||||
role="tool",
|
||||
contents=[
|
||||
Content.from_function_result(
|
||||
call_id="call_1",
|
||||
result="Found 3 hotels in Paris",
|
||||
),
|
||||
],
|
||||
),
|
||||
]
|
||||
|
||||
options = await client._prepare_options(messages, ChatOptions(store=False)) # type: ignore[arg-type]
|
||||
|
||||
assert not any(item.get("type") == "reasoning" for item in options["input"])
|
||||
assert any(item.get("type") == "function_call" for item in options["input"])
|
||||
assert any(item.get("type") == "function_call_output" for item in options["input"])
|
||||
|
||||
|
||||
async def test_prepare_options_with_conversation_id_keeps_reasoning_items() -> None:
|
||||
client = OpenAIChatClient(model="test-model", api_key="test-key")
|
||||
messages = [
|
||||
Message(role="user", contents=[Content.from_text(text="search for hotels")]),
|
||||
Message(
|
||||
role="assistant",
|
||||
contents=[
|
||||
Content.from_text_reasoning(
|
||||
id="rs_test123",
|
||||
text="I need to search for hotels",
|
||||
additional_properties={"status": "completed"},
|
||||
),
|
||||
Content.from_function_call(
|
||||
call_id="call_1",
|
||||
name="search_hotels",
|
||||
arguments='{"city": "Paris"}',
|
||||
additional_properties={"fc_id": "fc_test456"},
|
||||
),
|
||||
],
|
||||
),
|
||||
Message(
|
||||
role="tool",
|
||||
contents=[
|
||||
Content.from_function_result(
|
||||
call_id="call_1",
|
||||
result="Found 3 hotels in Paris",
|
||||
),
|
||||
],
|
||||
),
|
||||
]
|
||||
|
||||
options = await client._prepare_options(
|
||||
messages,
|
||||
ChatOptions(store=False, conversation_id="resp_prev123"), # type: ignore[arg-type]
|
||||
)
|
||||
|
||||
reasoning_items = [item for item in options["input"] if item.get("type") == "reasoning"]
|
||||
assert len(reasoning_items) == 1
|
||||
assert reasoning_items[0]["id"] == "rs_test123"
|
||||
assert options["previous_response_id"] == "resp_prev123"
|
||||
|
||||
|
||||
async def test_prepare_options_with_conversation_id_omits_reasoning_items_for_attributed_replay() -> None:
|
||||
client = OpenAIChatClient(model="test-model", api_key="test-key")
|
||||
messages = [
|
||||
Message(role="user", contents=[Content.from_text(text="search for hotels")]),
|
||||
Message(
|
||||
role="assistant",
|
||||
contents=[
|
||||
Content.from_text_reasoning(
|
||||
id="rs_history123",
|
||||
text="I need to search history for hotels",
|
||||
additional_properties={"status": "completed"},
|
||||
),
|
||||
Content.from_function_call(
|
||||
call_id="call_history",
|
||||
name="search_hotels",
|
||||
arguments='{"city": "Paris"}',
|
||||
additional_properties={"fc_id": "fc_history456"},
|
||||
),
|
||||
],
|
||||
additional_properties={"_attribution": {"source_id": "history", "source_type": "InMemoryHistoryProvider"}},
|
||||
),
|
||||
Message(
|
||||
role="tool",
|
||||
contents=[
|
||||
Content.from_function_result(
|
||||
call_id="call_history",
|
||||
result="Found 3 hotels in Paris",
|
||||
),
|
||||
],
|
||||
),
|
||||
Message(
|
||||
role="assistant",
|
||||
contents=[
|
||||
Content.from_text_reasoning(
|
||||
id="rs_live123",
|
||||
text="I should refine the search for a live follow-up",
|
||||
additional_properties={"status": "completed"},
|
||||
),
|
||||
Content.from_function_call(
|
||||
call_id="call_live",
|
||||
name="search_hotels",
|
||||
arguments='{"city": "London"}',
|
||||
additional_properties={"fc_id": "fc_live456"},
|
||||
),
|
||||
],
|
||||
),
|
||||
Message(
|
||||
role="tool",
|
||||
contents=[
|
||||
Content.from_function_result(
|
||||
call_id="call_live",
|
||||
result="Found 4 hotels in London",
|
||||
),
|
||||
],
|
||||
),
|
||||
]
|
||||
|
||||
options = await client._prepare_options(
|
||||
messages,
|
||||
ChatOptions(store=False, conversation_id="resp_prev123"), # type: ignore[arg-type]
|
||||
)
|
||||
|
||||
reasoning_items = [item for item in options["input"] if item.get("type") == "reasoning"]
|
||||
assert [item["id"] for item in reasoning_items] == ["rs_live123"]
|
||||
assert any(
|
||||
item.get("type") == "function_call" and item.get("call_id") == "call_history" for item in options["input"]
|
||||
)
|
||||
assert any(item.get("type") == "function_call" and item.get("call_id") == "call_live" for item in options["input"])
|
||||
assert any(
|
||||
item.get("type") == "function_call_output" and item.get("call_id") == "call_history"
|
||||
for item in options["input"]
|
||||
)
|
||||
assert any(
|
||||
item.get("type") == "function_call_output" and item.get("call_id") == "call_live" for item in options["input"]
|
||||
)
|
||||
assert options["previous_response_id"] == "resp_prev123"
|
||||
|
||||
|
||||
def _create_mock_responses_text_response(*, response_id: str) -> MagicMock:
|
||||
mock_response = MagicMock()
|
||||
mock_response.id = response_id
|
||||
|
||||
Generated
+7
-1
@@ -416,7 +416,7 @@ dev = [{ name = "types-pyyaml", specifier = "==6.0.12.20250915" }]
|
||||
|
||||
[[package]]
|
||||
name = "agent-framework-devui"
|
||||
version = "1.0.0b260409"
|
||||
version = "1.0.0b260414"
|
||||
source = { editable = "packages/devui" }
|
||||
dependencies = [
|
||||
{ name = "agent-framework-core", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
|
||||
@@ -2406,6 +2406,7 @@ wheels = [
|
||||
{ url = "https://files.pythonhosted.org/packages/38/3f/9859f655d11901e7b2996c6e3d33e0caa9a1d4572c3bc61ed0faa64b2f4c/greenlet-3.3.2-cp310-cp310-macosx_11_0_universal2.whl", hash = "sha256:9bc885b89709d901859cf95179ec9f6bb67a3d2bb1f0e88456461bd4b7f8fd0d", size = 277747, upload-time = "2026-02-20T20:16:21.325Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/fb/07/cb284a8b5c6498dbd7cba35d31380bb123d7dceaa7907f606c8ff5993cbf/greenlet-3.3.2-cp310-cp310-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:b568183cf65b94919be4438dc28416b234b678c608cafac8874dfeeb2a9bbe13", size = 579202, upload-time = "2026-02-20T20:47:28.955Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/ed/45/67922992b3a152f726163b19f890a85129a992f39607a2a53155de3448b8/greenlet-3.3.2-cp310-cp310-manylinux_2_24_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:527fec58dc9f90efd594b9b700662ed3fb2493c2122067ac9c740d98080a620e", size = 590620, upload-time = "2026-02-20T20:55:55.581Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/03/5f/6e2a7d80c353587751ef3d44bb947f0565ec008a2e0927821c007e96d3a7/greenlet-3.3.2-cp310-cp310-manylinux_2_24_s390x.manylinux_2_28_s390x.whl", hash = "sha256:508c7f01f1791fbc8e011bd508f6794cb95397fdb198a46cb6635eb5b78d85a7", size = 602132, upload-time = "2026-02-20T21:02:43.261Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/ad/55/9f1ebb5a825215fadcc0f7d5073f6e79e3007e3282b14b22d6aba7ca6cb8/greenlet-3.3.2-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:ad0c8917dd42a819fe77e6bdfcb84e3379c0de956469301d9fd36427a1ca501f", size = 591729, upload-time = "2026-02-20T20:20:58.395Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/24/b4/21f5455773d37f94b866eb3cf5caed88d6cea6dd2c6e1f9c34f463cba3ec/greenlet-3.3.2-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:97245cc10e5515dbc8c3104b2928f7f02b6813002770cfaffaf9a6e0fc2b94ef", size = 1551946, upload-time = "2026-02-20T20:49:31.102Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/00/68/91f061a926abead128fe1a87f0b453ccf07368666bd59ffa46016627a930/greenlet-3.3.2-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:8c1fdd7d1b309ff0da81d60a9688a8bd044ac4e18b250320a96fc68d31c209ca", size = 1618494, upload-time = "2026-02-20T20:21:06.541Z" },
|
||||
@@ -2413,6 +2414,7 @@ wheels = [
|
||||
{ url = "https://files.pythonhosted.org/packages/f3/47/16400cb42d18d7a6bb46f0626852c1718612e35dcb0dffa16bbaffdf5dd2/greenlet-3.3.2-cp311-cp311-macosx_11_0_universal2.whl", hash = "sha256:c56692189a7d1c7606cb794be0a8381470d95c57ce5be03fb3d0ef57c7853b86", size = 278890, upload-time = "2026-02-20T20:19:39.263Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/a3/90/42762b77a5b6aa96cd8c0e80612663d39211e8ae8a6cd47c7f1249a66262/greenlet-3.3.2-cp311-cp311-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:1ebd458fa8285960f382841da585e02201b53a5ec2bac6b156fc623b5ce4499f", size = 581120, upload-time = "2026-02-20T20:47:30.161Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/bf/6f/f3d64f4fa0a9c7b5c5b3c810ff1df614540d5aa7d519261b53fba55d4df9/greenlet-3.3.2-cp311-cp311-manylinux_2_24_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:a443358b33c4ec7b05b79a7c8b466f5d275025e750298be7340f8fc63dff2a55", size = 594363, upload-time = "2026-02-20T20:55:56.965Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/9c/8b/1430a04657735a3f23116c2e0d5eb10220928846e4537a938a41b350bed6/greenlet-3.3.2-cp311-cp311-manylinux_2_24_s390x.manylinux_2_28_s390x.whl", hash = "sha256:4375a58e49522698d3e70cc0b801c19433021b5c37686f7ce9c65b0d5c8677d2", size = 605046, upload-time = "2026-02-20T21:02:45.234Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/72/83/3e06a52aca8128bdd4dcd67e932b809e76a96ab8c232a8b025b2850264c5/greenlet-3.3.2-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:8e2cd90d413acbf5e77ae41e5d3c9b3ac1d011a756d7284d7f3f2b806bbd6358", size = 594156, upload-time = "2026-02-20T20:20:59.955Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/70/79/0de5e62b873e08fe3cef7dbe84e5c4bc0e8ed0c7ff131bccb8405cd107c8/greenlet-3.3.2-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:442b6057453c8cb29b4fb36a2ac689382fc71112273726e2423f7f17dc73bf99", size = 1554649, upload-time = "2026-02-20T20:49:32.293Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/5a/00/32d30dee8389dc36d42170a9c66217757289e2afb0de59a3565260f38373/greenlet-3.3.2-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:45abe8eb6339518180d5a7fa47fa01945414d7cca5ecb745346fc6a87d2750be", size = 1619472, upload-time = "2026-02-20T20:21:07.966Z" },
|
||||
@@ -2421,6 +2423,7 @@ wheels = [
|
||||
{ url = "https://files.pythonhosted.org/packages/ea/ab/1608e5a7578e62113506740b88066bf09888322a311cff602105e619bd87/greenlet-3.3.2-cp312-cp312-macosx_11_0_universal2.whl", hash = "sha256:ac8d61d4343b799d1e526db579833d72f23759c71e07181c2d2944e429eb09cd", size = 280358, upload-time = "2026-02-20T20:17:43.971Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/a5/23/0eae412a4ade4e6623ff7626e38998cb9b11e9ff1ebacaa021e4e108ec15/greenlet-3.3.2-cp312-cp312-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:3ceec72030dae6ac0c8ed7591b96b70410a8be370b6a477b1dbc072856ad02bd", size = 601217, upload-time = "2026-02-20T20:47:31.462Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/f8/16/5b1678a9c07098ecb9ab2dd159fafaf12e963293e61ee8d10ecb55273e5e/greenlet-3.3.2-cp312-cp312-manylinux_2_24_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:a2a5be83a45ce6188c045bcc44b0ee037d6a518978de9a5d97438548b953a1ac", size = 611792, upload-time = "2026-02-20T20:55:58.423Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/5c/c5/cc09412a29e43406eba18d61c70baa936e299bc27e074e2be3806ed29098/greenlet-3.3.2-cp312-cp312-manylinux_2_24_s390x.manylinux_2_28_s390x.whl", hash = "sha256:ae9e21c84035c490506c17002f5c8ab25f980205c3e61ddb3a2a2a2e6c411fcb", size = 626250, upload-time = "2026-02-20T21:02:46.596Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/50/1f/5155f55bd71cabd03765a4aac9ac446be129895271f73872c36ebd4b04b6/greenlet-3.3.2-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:43e99d1749147ac21dde49b99c9abffcbc1e2d55c67501465ef0930d6e78e070", size = 613875, upload-time = "2026-02-20T20:21:01.102Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/fc/dd/845f249c3fcd69e32df80cdab059b4be8b766ef5830a3d0aa9d6cad55beb/greenlet-3.3.2-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:4c956a19350e2c37f2c48b336a3afb4bff120b36076d9d7fb68cb44e05d95b79", size = 1571467, upload-time = "2026-02-20T20:49:33.495Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/2a/50/2649fe21fcc2b56659a452868e695634722a6655ba245d9f77f5656010bf/greenlet-3.3.2-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:6c6f8ba97d17a1e7d664151284cb3315fc5f8353e75221ed4324f84eb162b395", size = 1640001, upload-time = "2026-02-20T20:21:09.154Z" },
|
||||
@@ -2429,6 +2432,7 @@ wheels = [
|
||||
{ url = "https://files.pythonhosted.org/packages/ac/48/f8b875fa7dea7dd9b33245e37f065af59df6a25af2f9561efa8d822fde51/greenlet-3.3.2-cp313-cp313-macosx_11_0_universal2.whl", hash = "sha256:aa6ac98bdfd716a749b84d4034486863fd81c3abde9aa3cf8eff9127981a4ae4", size = 279120, upload-time = "2026-02-20T20:19:01.9Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/49/8d/9771d03e7a8b1ee456511961e1b97a6d77ae1dea4a34a5b98eee706689d3/greenlet-3.3.2-cp313-cp313-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:ab0c7e7901a00bc0a7284907273dc165b32e0d109a6713babd04471327ff7986", size = 603238, upload-time = "2026-02-20T20:47:32.873Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/59/0e/4223c2bbb63cd5c97f28ffb2a8aee71bdfb30b323c35d409450f51b91e3e/greenlet-3.3.2-cp313-cp313-manylinux_2_24_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:d248d8c23c67d2291ffd47af766e2a3aa9fa1c6703155c099feb11f526c63a92", size = 614219, upload-time = "2026-02-20T20:55:59.817Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/94/2b/4d012a69759ac9d77210b8bfb128bc621125f5b20fc398bce3940d036b1c/greenlet-3.3.2-cp313-cp313-manylinux_2_24_s390x.manylinux_2_28_s390x.whl", hash = "sha256:ccd21bb86944ca9be6d967cf7691e658e43417782bce90b5d2faeda0ff78a7dd", size = 628268, upload-time = "2026-02-20T21:02:48.024Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/7a/34/259b28ea7a2a0c904b11cd36c79b8cef8019b26ee5dbe24e73b469dea347/greenlet-3.3.2-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:b6997d360a4e6a4e936c0f9625b1c20416b8a0ea18a8e19cabbefc712e7397ab", size = 616774, upload-time = "2026-02-20T20:21:02.454Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/0a/03/996c2d1689d486a6e199cb0f1cf9e4aa940c500e01bdf201299d7d61fa69/greenlet-3.3.2-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:64970c33a50551c7c50491671265d8954046cb6e8e2999aacdd60e439b70418a", size = 1571277, upload-time = "2026-02-20T20:49:34.795Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/d9/c4/2570fc07f34a39f2caf0bf9f24b0a1a0a47bc2e8e465b2c2424821389dfc/greenlet-3.3.2-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:1a9172f5bf6bd88e6ba5a84e0a68afeac9dc7b6b412b245dd64f52d83c81e55b", size = 1640455, upload-time = "2026-02-20T20:21:10.261Z" },
|
||||
@@ -2437,6 +2441,7 @@ wheels = [
|
||||
{ url = "https://files.pythonhosted.org/packages/3f/ae/8bffcbd373b57a5992cd077cbe8858fff39110480a9d50697091faea6f39/greenlet-3.3.2-cp314-cp314-macosx_11_0_universal2.whl", hash = "sha256:8d1658d7291f9859beed69a776c10822a0a799bc4bfe1bd4272bb60e62507dab", size = 279650, upload-time = "2026-02-20T20:18:00.783Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/d1/c0/45f93f348fa49abf32ac8439938726c480bd96b2a3c6f4d949ec0124b69f/greenlet-3.3.2-cp314-cp314-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:18cb1b7337bca281915b3c5d5ae19f4e76d35e1df80f4ad3c1a7be91fadf1082", size = 650295, upload-time = "2026-02-20T20:47:34.036Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/b3/de/dd7589b3f2b8372069ab3e4763ea5329940fc7ad9dcd3e272a37516d7c9b/greenlet-3.3.2-cp314-cp314-manylinux_2_24_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:c2e47408e8ce1c6f1ceea0dffcdf6ebb85cc09e55c7af407c99f1112016e45e9", size = 662163, upload-time = "2026-02-20T20:56:01.295Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/cd/ac/85804f74f1ccea31ba518dcc8ee6f14c79f73fe36fa1beba38930806df09/greenlet-3.3.2-cp314-cp314-manylinux_2_24_s390x.manylinux_2_28_s390x.whl", hash = "sha256:e3cb43ce200f59483eb82949bf1835a99cf43d7571e900d7c8d5c62cdf25d2f9", size = 675371, upload-time = "2026-02-20T21:02:49.664Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/d2/d8/09bfa816572a4d83bccd6750df1926f79158b1c36c5f73786e26dbe4ee38/greenlet-3.3.2-cp314-cp314-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:63d10328839d1973e5ba35e98cccbca71b232b14051fd957b6f8b6e8e80d0506", size = 664160, upload-time = "2026-02-20T20:21:04.015Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/48/cf/56832f0c8255d27f6c35d41b5ec91168d74ec721d85f01a12131eec6b93c/greenlet-3.3.2-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:8e4ab3cfb02993c8cc248ea73d7dae6cec0253e9afa311c9b37e603ca9fad2ce", size = 1619181, upload-time = "2026-02-20T20:49:36.052Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/0a/23/b90b60a4aabb4cec0796e55f25ffbfb579a907c3898cd2905c8918acaa16/greenlet-3.3.2-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:94ad81f0fd3c0c0681a018a976e5c2bd2ca2d9d94895f23e7bb1af4e8af4e2d5", size = 1687713, upload-time = "2026-02-20T20:21:11.684Z" },
|
||||
@@ -2445,6 +2450,7 @@ wheels = [
|
||||
{ url = "https://files.pythonhosted.org/packages/98/6d/8f2ef704e614bcf58ed43cfb8d87afa1c285e98194ab2cfad351bf04f81e/greenlet-3.3.2-cp314-cp314t-macosx_11_0_universal2.whl", hash = "sha256:e26e72bec7ab387ac80caa7496e0f908ff954f31065b0ffc1f8ecb1338b11b54", size = 286617, upload-time = "2026-02-20T20:19:29.856Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/5e/0d/93894161d307c6ea237a43988f27eba0947b360b99ac5239ad3fe09f0b47/greenlet-3.3.2-cp314-cp314t-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:8b466dff7a4ffda6ca975979bab80bdadde979e29fc947ac3be4451428d8b0e4", size = 655189, upload-time = "2026-02-20T20:47:35.742Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/f5/2c/d2d506ebd8abcb57386ec4f7ba20f4030cbe56eae541bc6fd6ef399c0b41/greenlet-3.3.2-cp314-cp314t-manylinux_2_24_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:b8bddc5b73c9720bea487b3bffdb1840fe4e3656fba3bd40aa1489e9f37877ff", size = 658225, upload-time = "2026-02-20T20:56:02.527Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/d1/67/8197b7e7e602150938049d8e7f30de1660cfb87e4c8ee349b42b67bdb2e1/greenlet-3.3.2-cp314-cp314t-manylinux_2_24_s390x.manylinux_2_28_s390x.whl", hash = "sha256:59b3e2c40f6706b05a9cd299c836c6aa2378cabe25d021acd80f13abf81181cf", size = 666581, upload-time = "2026-02-20T21:02:51.526Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/8e/30/3a09155fbf728673a1dea713572d2d31159f824a37c22da82127056c44e4/greenlet-3.3.2-cp314-cp314t-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:b26b0f4428b871a751968285a1ac9648944cea09807177ac639b030bddebcea4", size = 657907, upload-time = "2026-02-20T20:21:05.259Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/f3/fd/d05a4b7acd0154ed758797f0a43b4c0962a843bedfe980115e842c5b2d08/greenlet-3.3.2-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:1fb39a11ee2e4d94be9a76671482be9398560955c9e568550de0224e41104727", size = 1618857, upload-time = "2026-02-20T20:49:37.309Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/6f/e1/50ee92a5db521de8f35075b5eff060dd43d39ebd46c2181a2042f7070385/greenlet-3.3.2-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:20154044d9085151bc309e7689d6f7ba10027f8f5a8c0676ad398b951913d89e", size = 1680010, upload-time = "2026-02-20T20:21:13.427Z" },
|
||||
|
||||
Reference in New Issue
Block a user