feat(gateway): add redis stream bridge (#3191)

* feat: add redis stream bridge

* Potential fix for pull request finding

Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com>

* fix(gateway): address redis stream bridge review

Redis was imported eagerly through deerflow.runtime and declared as a hard dependency, which made memory-only installs load redis.asyncio at startup and left the lazy factory import ineffective. Move redis behind an optional extra, remove the public eager re-export, and keep make_stream_bridge as the only runtime import path with an actionable install hint when the extra is missing.

Because Docker deployments now default the stream bridge to Redis via DEER_FLOW_STREAM_BRIDGE_REDIS_URL, install the redis extra explicitly in Docker/dev container flows and teach the local uv-extra detector to infer redis from both stream_bridge.type and the Redis URL env var. This keeps Docker working while preserving slim non-Docker installs.

Harden the Redis bridge by batching XREAD replay, replacing brittle ResponseError string matching with a single fallback to 0-0 for malformed Last-Event-ID values, documenting connection/retention/fail-hard behavior, and adding fake plus opt-in real Redis coverage for XADD/XREAD, replay, invalid IDs, and MAXLEN trimming.

* fix(config): bump config version for stream bridge

* fix redis stream bridge terminal handling

* fix: repair uv.lock, format redis.py, and align Dockerfile extras test

The uv.lock file was missing a closing bracket for the redis extras
section, redis.py had a formatting issue caught by ruff, and the
Dockerfile extras test did not account for the hardcoded --extra redis
flag.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

---------

Co-authored-by: Willem Jiang <willem.jiang@gmail.com>
Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
This commit is contained in:
Janlay 2026-07-04 09:21:19 +08:00 committed by GitHub
parent a817a0ed87
commit 72f033fbbe
No known key found for this signature in database
GPG key ID: B5690EEEBB952194
25 changed files with 1206 additions and 183 deletions

View file

@ -1,6 +1,6 @@
# DeerFlow - Unified Development Environment
.PHONY: help config config-upgrade check install setup doctor support-bundle detect-thread-boundaries detect-blocking-io dev dev-daemon start start-daemon nginx stop up down clean docker-init docker-start docker-stop docker-logs docker-logs-frontend docker-logs-gateway
.PHONY: help config config-upgrade check install setup doctor support-bundle detect-thread-boundaries detect-blocking-io dev dev-daemon start start-daemon nginx stop up down clean docker-init docker-start docker-stop docker-logs docker-logs-frontend docker-logs-gateway docker-logs-redis
BASH ?= bash
BACKEND_UV_RUN = cd backend && uv run
@ -47,6 +47,7 @@ help:
@echo " make docker-logs - View Docker development logs"
@echo " make docker-logs-frontend - View Docker frontend logs"
@echo " make docker-logs-gateway - View Docker gateway logs"
@echo " make docker-logs-redis - View Docker Redis logs"
## Setup & Diagnosis
setup:
@ -157,6 +158,8 @@ docker-logs-frontend:
@$(RUN_WITH_GIT_BASH) ./scripts/docker.sh logs --frontend
docker-logs-gateway:
@$(RUN_WITH_GIT_BASH) ./scripts/docker.sh logs --gateway
docker-logs-redis:
@$(RUN_WITH_GIT_BASH) ./scripts/docker.sh logs --redis
# ==========================================
# Production Docker Commands

View file

@ -46,6 +46,9 @@ WORKDIR /app
COPY backend ./backend
# Install dependencies with cache mount
# `redis` is always installed because Docker Compose defaults the stream bridge
# to Redis (DEER_FLOW_STREAM_BRIDGE_REDIS_URL); it is an optional extra elsewhere
# so slim non-Docker installs do not pull it.
# When UV_EXTRAS is set (comma- or whitespace-separated), installs optional dependencies.
RUN --mount=type=cache,target=/root/.cache/uv \
sh -c 'cd backend && \
@ -60,7 +63,7 @@ RUN --mount=type=cache,target=/root/.cache/uv \
esac; \
extras_flags="$extras_flags --extra $extra"; \
done; \
UV_INDEX_URL=${UV_INDEX_URL:-https://pypi.org/simple} uv sync $extras_flags'
UV_INDEX_URL=${UV_INDEX_URL:-https://pypi.org/simple} uv sync --extra redis $extras_flags'
# UTF-8 locale prevents UnicodeEncodeError on Chinese/emoji content in minimal
# containers where locale configuration may be missing and the default encoding is not UTF-8.

View file

@ -539,10 +539,10 @@ async def join_run(thread_id: str, run_id: str, request: Request) -> StreamingRe
record = await run_mgr.get(run_id)
if record is None or record.thread_id != thread_id:
raise HTTPException(status_code=404, detail=f"Run {run_id} not found")
if record.store_only:
bridge = get_stream_bridge(request)
if record.store_only and not bridge.supports_cross_process:
raise HTTPException(status_code=409, detail=f"Run {run_id} is not active on this worker and cannot be streamed")
bridge = get_stream_bridge(request)
return StreamingResponse(
sse_consumer(bridge, record, request, run_mgr),
media_type="text/event-stream",
@ -579,7 +579,8 @@ async def stream_existing_run(
record = await run_mgr.get(run_id)
if record is None or record.thread_id != thread_id:
raise HTTPException(status_code=404, detail=f"Run {run_id} not found")
if record.store_only and action is None:
bridge = get_stream_bridge(request)
if record.store_only and action is None and not bridge.supports_cross_process:
raise HTTPException(status_code=409, detail=f"Run {run_id} is not active on this worker and cannot be streamed")
# Cancel if an action was requested (stop-button / interrupt flow)
@ -594,7 +595,6 @@ async def stream_existing_run(
pass
return Response(status_code=204)
bridge = get_stream_bridge(request)
return StreamingResponse(
sse_consumer(bridge, record, request, run_mgr),
media_type="text/event-stream",

View file

@ -42,6 +42,13 @@ from deerflow.runtime.user_context import reset_current_user, set_current_user
logger = logging.getLogger(__name__)
_TERMINAL_RUN_STATUSES = {
RunStatus.success,
RunStatus.error,
RunStatus.timeout,
RunStatus.interrupted,
}
# ---------------------------------------------------------------------------
# SSE formatting
@ -64,6 +71,28 @@ def format_sse(event: str, data: Any, *, event_id: str | None = None) -> str:
return "\n".join(parts)
def _run_is_terminal(record: RunRecord) -> bool:
return record.status in _TERMINAL_RUN_STATUSES
async def _terminal_record_stream_missing(bridge: StreamBridge, record: RunRecord) -> bool:
"""True when a terminal run has no retained stream on bridges that can tell."""
if not _run_is_terminal(record):
return False
stream_exists = getattr(bridge, "stream_exists", None)
if stream_exists is None:
return False
try:
return not bool(await stream_exists(record.run_id))
except Exception:
logger.debug(
"Failed to probe stream existence for terminal run %s",
sanitize_log_param(record.run_id),
exc_info=True,
)
return False
# ---------------------------------------------------------------------------
# Input / config helpers
# ---------------------------------------------------------------------------
@ -577,12 +606,19 @@ async def sse_consumer(
- ``continue``: let the task run; events are discarded.
"""
last_event_id = request.headers.get("Last-Event-ID")
if await _terminal_record_stream_missing(bridge, record):
yield format_sse("end", None)
return
try:
async for entry in bridge.subscribe(record.run_id, last_event_id=last_event_id):
if await request.is_disconnected():
break
if entry is HEARTBEAT_SENTINEL:
if await _terminal_record_stream_missing(bridge, record):
yield format_sse("end", None)
return
yield ": heartbeat\n\n"
continue
@ -593,7 +629,11 @@ async def sse_consumer(
yield format_sse(entry.event, entry.data, event_id=entry.id or None)
finally:
if record.status in (RunStatus.pending, RunStatus.running):
# store_only records are cross-worker runs hydrated from the RunStore; this
# worker holds no in-memory task/abort state for them, so run_mgr.cancel()
# cannot stop the task (it would 409). Skip on_disconnect cancellation for
# those and only act on runs this worker actually owns.
if not record.store_only and record.status in (RunStatus.pending, RunStatus.running):
if record.on_disconnect == DisconnectMode.cancel:
await run_mgr.cancel(record.run_id)
@ -628,6 +668,9 @@ async def wait_for_run_completion(
response.
"""
completed = False
if await _terminal_record_stream_missing(bridge, record):
return True
try:
async for entry in bridge.subscribe(record.run_id):
# END_SENTINEL means the run reached a terminal state; honour it
@ -636,6 +679,9 @@ async def wait_for_run_completion(
if entry is END_SENTINEL:
completed = True
return True
if entry is HEARTBEAT_SENTINEL and await _terminal_record_stream_missing(bridge, record):
completed = True
return True
if await request.is_disconnected():
break
# Heartbeats and regular events: keep waiting for END_SENTINEL.

View file

@ -12,15 +12,25 @@ class StreamBridgeConfig(BaseModel):
type: StreamBridgeType = Field(
default="memory",
description="Stream bridge backend type. 'memory' uses in-process asyncio.Queue (single-process only). 'redis' uses Redis Streams (planned for Phase 2, not yet implemented).",
description="Stream bridge backend type. 'memory' uses an in-process event log (single-process only). 'redis' uses Redis Streams for multi-worker Docker deployments.",
)
redis_url: str | None = Field(
default=None,
description="Redis URL for the redis stream bridge type. Example: 'redis://localhost:6379/0'.",
description="Redis URL for the redis stream bridge type. If omitted, DEER_FLOW_STREAM_BRIDGE_REDIS_URL, REDIS_URL, or redis://localhost:6379/0 is used.",
)
queue_maxsize: int = Field(
default=256,
description="Maximum number of events buffered per run in the memory bridge.",
description="Maximum number of events retained per run (memory bridge queue size / redis stream MAXLEN).",
)
max_connections: int | None = Field(
default=None,
description=(
"Max Redis connections in the pool for the redis stream bridge. Each live SSE "
"client holds one connection blocked in XREAD ... BLOCK for up to heartbeat_interval "
"(15s), so hundreds of concurrent clients open hundreds of connections. Leave unset "
"for redis-py's default (effectively unbounded), or set a ceiling sized for peak "
"concurrent SSE clients. Only applies to the redis bridge."
),
)

View file

@ -9,6 +9,10 @@ from .checkpointer import checkpointer_context, get_checkpointer, make_checkpoin
from .runs import ConflictError, DisconnectMode, RunContext, RunManager, RunRecord, RunStatus, UnsupportedStrategyError, run_agent
from .serialization import serialize, serialize_channel_values, serialize_channel_values_for_api, serialize_lc_object, serialize_messages_tuple, strip_data_url_image_blocks
from .store import get_store, make_store, reset_store, store_context
# NOTE: ``RedisStreamBridge`` is intentionally not re-exported — ``redis`` is an
# optional extra and importing it here would load ``redis.asyncio`` in every
# process. Import it from ``deerflow.runtime.stream_bridge.redis`` when needed.
from .stream_bridge import END_SENTINEL, HEARTBEAT_SENTINEL, MemoryStreamBridge, StreamBridge, StreamEvent, make_stream_bridge
__all__ = [

View file

@ -11,6 +11,14 @@ from .async_provider import make_stream_bridge
from .base import END_SENTINEL, HEARTBEAT_SENTINEL, StreamBridge, StreamEvent
from .memory import MemoryStreamBridge
# NOTE: ``RedisStreamBridge`` is intentionally NOT imported here. ``redis`` is an
# optional extra, and this package is pulled in transitively by ``deerflow.runtime``
# at process startup everywhere. Importing ``.redis`` eagerly would import
# ``redis.asyncio`` in every process (even memory-only/single-process ones) and
# couple every install to the redis package. It is imported lazily inside
# ``make_stream_bridge`` only when ``stream_bridge.type == "redis"``. Import it
# directly from ``deerflow.runtime.stream_bridge.redis`` if you need the class.
__all__ = [
"END_SENTINEL",
"HEARTBEAT_SENTINEL",

View file

@ -15,15 +15,35 @@ from __future__ import annotations
import contextlib
import logging
import os
from collections.abc import AsyncIterator
from deerflow.config.app_config import AppConfig
from deerflow.config.stream_bridge_config import get_stream_bridge_config
from deerflow.config.stream_bridge_config import StreamBridgeConfig, get_stream_bridge_config
from .base import StreamBridge
logger = logging.getLogger(__name__)
_ENV_REDIS_URL = "DEER_FLOW_STREAM_BRIDGE_REDIS_URL"
def _resolve_config(app_config: AppConfig | None) -> StreamBridgeConfig | None:
if app_config is None:
config = get_stream_bridge_config()
else:
config = app_config.stream_bridge
if config is None:
redis_url = os.getenv(_ENV_REDIS_URL)
if redis_url:
return StreamBridgeConfig(type="redis", redis_url=redis_url)
return config
def _resolve_redis_url(config: StreamBridgeConfig) -> str:
return config.redis_url or os.getenv(_ENV_REDIS_URL) or os.getenv("REDIS_URL") or "redis://localhost:6379/0"
@contextlib.asynccontextmanager
async def make_stream_bridge(app_config: AppConfig | None = None) -> AsyncIterator[StreamBridge]:
@ -32,10 +52,7 @@ async def make_stream_bridge(app_config: AppConfig | None = None) -> AsyncIterat
Falls back to :class:`MemoryStreamBridge` when no configuration is
provided and nothing is set globally.
"""
if app_config is None:
config = get_stream_bridge_config()
else:
config = app_config.stream_bridge
config = _resolve_config(app_config)
if config is None or config.type == "memory":
from deerflow.runtime.stream_bridge.memory import MemoryStreamBridge
@ -50,6 +67,23 @@ async def make_stream_bridge(app_config: AppConfig | None = None) -> AsyncIterat
return
if config.type == "redis":
raise NotImplementedError("Redis stream bridge planned for Phase 2")
from deerflow.runtime.stream_bridge.redis import RedisStreamBridge
redis_url = _resolve_redis_url(config)
bridge = RedisStreamBridge(
redis_url=redis_url,
queue_maxsize=config.queue_maxsize,
max_connections=config.max_connections,
)
logger.info(
"Stream bridge initialised: redis (queue_maxsize=%d, max_connections=%s)",
config.queue_maxsize,
config.max_connections,
)
try:
yield bridge
finally:
await bridge.close()
return
raise ValueError(f"Unknown stream bridge type: {config.type!r}")

View file

@ -37,6 +37,8 @@ END_SENTINEL = StreamEvent(id="", event="__end__", data=None)
class StreamBridge(abc.ABC):
"""Abstract base for stream bridges."""
supports_cross_process: bool = False
@abc.abstractmethod
async def publish(self, run_id: str, event: str, data: Any) -> None:
"""Enqueue a single event for *run_id* (producer side)."""

View file

@ -0,0 +1,216 @@
"""Redis Streams-backed stream bridge."""
from __future__ import annotations
import asyncio
import inspect
import json
import logging
from collections.abc import AsyncIterator, Mapping
from typing import Any
try:
from redis.asyncio import Redis
from redis.exceptions import RedisError, ResponseError
except ImportError: # pragma: no cover - only hit when the optional extra is missing
# ``redis`` is an optional extra (mirrors the ``postgres``/asyncpg path in
# persistence/engine.py). This module is imported lazily from
# ``make_stream_bridge`` only when ``stream_bridge.type == "redis"``, so the
# hint surfaces exactly when a Redis bridge is requested without the package.
raise ImportError(
"stream_bridge.type is set to 'redis' but the redis package is not installed.\n"
"Install it with:\n"
" cd backend && uv sync --all-packages --extra redis\n"
"On the next `make dev` the redis extra is auto-detected from config.yaml\n"
"(stream_bridge.type: redis) and reinstalled, so it will not be wiped again.\n"
"Or switch to stream_bridge.type: memory in config.yaml for single-process deployment."
) from None
from .base import END_SENTINEL, HEARTBEAT_SENTINEL, StreamBridge, StreamEvent
logger = logging.getLogger(__name__)
_KIND_EVENT = "event"
_KIND_END = "end"
# Batch size for ``XREAD``. Reading more than one entry per round-trip collapses
# a large ``Last-Event-ID`` replay into far fewer calls; live tailing still
# yields each event as it arrives because the consume loop returns mid-batch on
# the end marker.
_XREAD_COUNT = 64
# Maximum consecutive transient Redis errors (``ConnectionError``,
# ``TimeoutError``, etc.) tolerated during ``subscribe`` before the error
# propagates to the caller. Brief blips are retried with exponential backoff
# capped at ``heartbeat_interval``.
_MAX_SUBSCRIBE_RETRIES = 3
class RedisStreamBridge(StreamBridge):
"""Per-run stream bridge backed by Redis Streams.
Each run is stored in one Redis Stream and subscribers read directly with
``XREAD``. This keeps the SSE bridge usable across multiple gateway
worker processes while preserving ``Last-Event-ID`` replay semantics.
"""
supports_cross_process = True
def __init__(
self,
*,
redis_url: str,
queue_maxsize: int = 256,
key_prefix: str = "deerflow:stream_bridge",
max_connections: int | None = None,
client: Redis | None = None,
) -> None:
self._redis_url = redis_url
self._maxsize = max(1, queue_maxsize)
self._key_prefix = key_prefix.rstrip(":")
# Each live SSE subscriber holds one pooled connection blocked in
# ``XREAD ... BLOCK`` for up to ``heartbeat_interval``. ``max_connections``
# caps that pool; ``None`` keeps redis-py's effectively-unbounded default.
self._redis = client if client is not None else Redis.from_url(redis_url, decode_responses=True, max_connections=max_connections)
self._owns_client = client is None
def _stream_key(self, run_id: str) -> str:
return f"{self._key_prefix}:{run_id}"
@staticmethod
def _decode(value: Any) -> str:
if isinstance(value, bytes):
return value.decode("utf-8")
return str(value)
@classmethod
def _normalise_fields(cls, fields: Mapping[Any, Any]) -> dict[str, str]:
return {cls._decode(key): cls._decode(value) for key, value in fields.items()}
@staticmethod
def _encode_data(data: Any) -> str:
return json.dumps(data, default=str, ensure_ascii=False, separators=(",", ":"))
@staticmethod
def _decode_data(raw: str | None) -> Any:
if raw is None:
return None
try:
return json.loads(raw)
except json.JSONDecodeError:
logger.warning("Redis stream bridge received non-JSON event data")
return raw
def _entry_from_redis(self, event_id: str, fields: Mapping[Any, Any]) -> StreamEvent:
payload = self._normalise_fields(fields)
kind = payload.get("kind", _KIND_EVENT)
if kind == _KIND_END:
return END_SENTINEL
return StreamEvent(
id=event_id,
event=payload.get("event", "message"),
data=self._decode_data(payload.get("data")),
)
async def publish(self, run_id: str, event: str, data: Any) -> None:
await self._redis.xadd(
self._stream_key(run_id),
{
"kind": _KIND_EVENT,
"event": event,
"data": self._encode_data(data),
},
maxlen=self._maxsize,
approximate=False,
)
async def publish_end(self, run_id: str) -> None:
# Keep the configured number of data events plus the internal end marker.
await self._redis.xadd(
self._stream_key(run_id),
{"kind": _KIND_END},
maxlen=self._maxsize + 1,
approximate=False,
)
async def stream_exists(self, run_id: str) -> bool:
"""Return whether Redis still has retained stream data for *run_id*."""
return bool(await self._redis.exists(self._stream_key(run_id)))
async def subscribe(
self,
run_id: str,
*,
last_event_id: str | None = None,
heartbeat_interval: float = 15.0,
) -> AsyncIterator[StreamEvent]:
key = self._stream_key(run_id)
stream_id = last_event_id or "0-0"
block_ms = max(1, int(heartbeat_interval * 1000)) if heartbeat_interval > 0 else 1
consecutive_errors = 0
while True:
try:
response = await self._redis.xread({key: stream_id}, count=_XREAD_COUNT, block=block_ms)
except ResponseError:
# The only client-controllable stream ID is the Last-Event-ID
# header, so a rejected ID means a malformed reconnect token:
# fall back to replaying from the earliest retained event. We key
# off the control flow rather than the error wording, which is the
# server's text (Redis/Valkey/Dragonfly) and not a stable API. If
# the reset read from "0-0" also fails, the stream/connection is
# genuinely broken, so re-raise.
if stream_id == "0-0":
raise
logger.warning(
"Redis rejected Last-Event-ID %r for stream bridge; replaying from earliest retained event",
stream_id,
exc_info=True,
)
stream_id = "0-0"
continue
except RedisError:
consecutive_errors += 1
if consecutive_errors > _MAX_SUBSCRIBE_RETRIES:
raise
delay = min(2**consecutive_errors, heartbeat_interval)
logger.warning(
"Transient Redis error in stream bridge subscriber (retry %d/%d); backing off %.1fs",
consecutive_errors,
_MAX_SUBSCRIBE_RETRIES,
delay,
exc_info=True,
)
await asyncio.sleep(delay)
continue
else:
consecutive_errors = 0
if not response:
yield HEARTBEAT_SENTINEL
continue
for _stream_name, entries in response:
for event_id, fields in entries:
event_id = self._decode(event_id)
stream_id = event_id
entry = self._entry_from_redis(event_id, fields)
if entry is END_SENTINEL:
yield END_SENTINEL
return
yield entry
async def cleanup(self, run_id: str, *, delay: float = 0) -> None:
if delay > 0:
await asyncio.sleep(delay)
await self._redis.delete(self._stream_key(run_id))
async def close(self) -> None:
if not self._owns_client:
return
close = getattr(self._redis, "aclose", None) or getattr(self._redis, "close", None)
if close is None:
return
result = close()
if inspect.isawaitable(result):
await result

View file

@ -58,6 +58,10 @@ postgres = [
"psycopg[binary]>=3.3.3",
"psycopg-pool>=3.3.0",
]
# Cross-process SSE stream bridge (stream_bridge.type: redis). Optional so
# single-process / memory-bridge installs do not pull redis. The Docker image
# always installs this extra because Docker defaults to the redis bridge.
redis = ["redis>=5.0.0"]
pymupdf = ["pymupdf4llm>=0.0.17"]
[build-system]

View file

@ -26,6 +26,7 @@ dependencies = [
[project.optional-dependencies]
postgres = ["deerflow-harness[postgres]"]
redis = ["deerflow-harness[redis]"]
discord = ["discord.py>=2.7.0"]
[dependency-groups]
@ -35,6 +36,10 @@ dev = [
"pytest>=9.0.3",
"pytest-asyncio>=1.3.0",
"ruff>=0.14.11",
# redis is an optional runtime extra (deerflow-harness[redis]); pin it in the
# dev group so the stream-bridge tests can always import/exercise the redis
# bridge without forcing it onto production installs.
"redis>=5.0.0",
# TUI runtime dep (also declared as the deerflow-harness[tui] extra); kept in
# the dev group so the terminal workbench can be run and tested locally / in CI.
"textual>=0.80",
@ -44,6 +49,7 @@ dev = [
markers = [
"no_auto_user: disable the conftest autouse contextvar fixture for this test",
"allow_blocking_io: opt out of the strict Blockbuster gate in tests/blocking_io/",
"integration: tests that require an external service (e.g. Redis); skipped when unavailable",
]
[tool.uv]

View file

@ -50,6 +50,8 @@ def test_backend_dockerfile_expands_multiple_uv_extras(tmp_path):
assert capture.read_text(encoding="utf-8").splitlines() == [
"sync",
"--extra",
"redis",
"--extra",
"discord",
"--extra",
"postgres",

View file

@ -27,6 +27,7 @@ def isolated_cwd(tmp_path, monkeypatch):
monkeypatch.chdir(tmp_path)
monkeypatch.delenv("UV_EXTRAS", raising=False)
monkeypatch.delenv("DEER_FLOW_CONFIG_PATH", raising=False)
monkeypatch.delenv("DEER_FLOW_STREAM_BRIDGE_REDIS_URL", raising=False)
return tmp_path
@ -142,6 +143,25 @@ def test_detect_from_config_sqlite_returns_no_extras(tmp_path):
assert detect.detect_from_config(cfg) == []
def test_detect_from_config_redis_via_stream_bridge(tmp_path):
cfg = tmp_path / "config.yaml"
cfg.write_text("stream_bridge:\n type: redis\n redis_url: redis://localhost:6379/0\n")
assert detect.detect_from_config(cfg) == ["redis"]
def test_detect_from_config_memory_stream_bridge_returns_no_extras(tmp_path):
cfg = tmp_path / "config.yaml"
cfg.write_text("stream_bridge:\n type: memory\n queue_maxsize: 256\n")
assert detect.detect_from_config(cfg) == []
def test_detect_from_config_combines_postgres_and_redis(tmp_path):
cfg = tmp_path / "config.yaml"
cfg.write_text("database:\n backend: postgres\nstream_bridge:\n type: redis\n")
# Sorted unique extras across all detectors.
assert detect.detect_from_config(cfg) == ["postgres", "redis"]
def test_detect_from_config_dedupes_when_both_present(tmp_path):
cfg = tmp_path / "config.yaml"
cfg.write_text("checkpointer:\n type: postgres\ndatabase:\n backend: postgres\n")
@ -166,6 +186,17 @@ def test_resolve_extras_env_supports_multiple(isolated_cwd, monkeypatch):
assert detect.resolve_extras() == ["postgres", "ollama"]
def test_resolve_extras_detects_redis_url_env_without_config(isolated_cwd, monkeypatch):
monkeypatch.setenv("DEER_FLOW_STREAM_BRIDGE_REDIS_URL", "redis://redis:6379/0")
assert detect.resolve_extras() == ["redis"]
def test_resolve_extras_combines_uv_extras_with_redis_url_env(isolated_cwd, monkeypatch):
monkeypatch.setenv("UV_EXTRAS", "postgres")
monkeypatch.setenv("DEER_FLOW_STREAM_BRIDGE_REDIS_URL", "redis://redis:6379/0")
assert detect.resolve_extras() == ["postgres", "redis"]
def test_resolve_extras_falls_back_to_config(isolated_cwd):
(isolated_cwd / "config.yaml").write_text("database:\n backend: postgres\n")
assert detect.resolve_extras() == ["postgres"]

View file

@ -1,13 +1,74 @@
"""Tests for the in-memory StreamBridge implementation."""
"""Tests for StreamBridge implementations."""
import asyncio
import os
import re
import uuid
from collections import defaultdict
import anyio
import pytest
from deerflow.config.stream_bridge_config import StreamBridgeConfig, set_stream_bridge_config
from deerflow.runtime import END_SENTINEL, HEARTBEAT_SENTINEL, MemoryStreamBridge, make_stream_bridge
# RedisStreamBridge is no longer re-exported from deerflow.runtime (redis is an
# optional extra; see the NOTE in runtime/stream_bridge/__init__.py). Import it
# directly from the submodule.
from deerflow.runtime.stream_bridge.redis import RedisStreamBridge
def _stream_id_gt(left: str, right: str) -> bool:
left_ms, left_seq = left.split("-", 1)
right_ms, right_seq = right.split("-", 1)
return (int(left_ms), int(left_seq)) > (int(right_ms), int(right_seq))
class _FakeRedis:
def __init__(self) -> None:
self.streams = defaultdict(list)
self.conditions = defaultdict(asyncio.Condition)
self.counters = defaultdict(int)
self.deleted = []
self.closed = False
async def xadd(self, name, fields, maxlen=None, approximate=True):
self.counters[name] += 1
event_id = f"{self.counters[name]}-0"
async with self.conditions[name]:
self.streams[name].append((event_id, dict(fields)))
if maxlen is not None and len(self.streams[name]) > maxlen:
del self.streams[name][: len(self.streams[name]) - maxlen]
self.conditions[name].notify_all()
return event_id
async def xread(self, streams, count=None, block=None):
[(name, last_id)] = list(streams.items())
timeout = None if block is None else block / 1000
while True:
async with self.conditions[name]:
entries = [(event_id, fields) for event_id, fields in self.streams.get(name, []) if _stream_id_gt(event_id, last_id)]
if entries:
return [(name, entries[:count] if count is not None else entries)]
if timeout is None:
return []
try:
await asyncio.wait_for(self.conditions[name].wait(), timeout=timeout)
except TimeoutError:
return []
async def delete(self, name):
self.deleted.append(name)
self.streams.pop(name, None)
return 1
async def exists(self, name):
return 1 if name in self.streams else 0
async def aclose(self):
self.closed = True
# ---------------------------------------------------------------------------
# Unit tests for MemoryStreamBridge
# ---------------------------------------------------------------------------
@ -324,6 +385,198 @@ async def test_concurrent_tasks_end_sentinel():
assert events[-1] is END_SENTINEL, f"Run {run_id} did not receive END sentinel"
# ---------------------------------------------------------------------------
# Unit tests for RedisStreamBridge
# ---------------------------------------------------------------------------
@pytest.fixture
def redis_bridge() -> RedisStreamBridge:
return RedisStreamBridge(redis_url="redis://fake", queue_maxsize=2, client=_FakeRedis())
@pytest.mark.anyio
async def test_redis_publish_subscribe(redis_bridge: RedisStreamBridge):
"""Redis bridge should deliver events in order and terminate on end."""
run_id = "redis-run-1"
await redis_bridge.publish(run_id, "metadata", {"run_id": run_id})
await redis_bridge.publish(run_id, "values", {"messages": []})
await redis_bridge.publish_end(run_id)
received = []
async for entry in redis_bridge.subscribe(run_id, heartbeat_interval=1.0):
received.append(entry)
if entry is END_SENTINEL:
break
assert [entry.event for entry in received[:-1]] == ["metadata", "values"]
assert received[0].data == {"run_id": run_id}
assert received[-1] is END_SENTINEL
@pytest.mark.anyio
async def test_redis_replays_after_last_event_id(redis_bridge: RedisStreamBridge):
"""Redis XREAD should resume after Last-Event-ID."""
run_id = "redis-run-replay"
await redis_bridge.publish(run_id, "metadata", {"run_id": run_id})
await redis_bridge.publish(run_id, "values", {"step": 1})
await redis_bridge.publish_end(run_id)
first_pass = []
async for entry in redis_bridge.subscribe(run_id, heartbeat_interval=1.0):
first_pass.append(entry)
if entry is END_SENTINEL:
break
received = []
async for entry in redis_bridge.subscribe(run_id, last_event_id=first_pass[0].id, heartbeat_interval=1.0):
received.append(entry)
if entry is END_SENTINEL:
break
assert [entry.event for entry in received[:-1]] == ["values"]
assert received[-1] is END_SENTINEL
@pytest.mark.anyio
async def test_redis_heartbeat(redis_bridge: RedisStreamBridge):
"""Redis bridge should yield heartbeats when XREAD times out on an existing stream."""
run_id = "redis-run-heartbeat"
await redis_bridge.publish(run_id, "init", {})
received = []
async for entry in redis_bridge.subscribe(run_id, heartbeat_interval=0.01):
received.append(entry)
if entry is HEARTBEAT_SENTINEL:
break
assert len(received) == 2
assert received[0].event == "init"
assert received[1] is HEARTBEAT_SENTINEL
@pytest.mark.anyio
async def test_redis_publish_end_preserves_data_history_capacity(redis_bridge: RedisStreamBridge):
"""The internal end marker should not evict the configured data history."""
run_id = "redis-run-end-capacity"
await redis_bridge.publish(run_id, "event-1", {"n": 1})
await redis_bridge.publish(run_id, "event-2", {"n": 2})
await redis_bridge.publish_end(run_id)
received = []
async for entry in redis_bridge.subscribe(run_id, heartbeat_interval=1.0):
received.append(entry)
if entry is END_SENTINEL:
break
assert [entry.event for entry in received[:-1]] == ["event-1", "event-2"]
assert received[-1] is END_SENTINEL
@pytest.mark.anyio
async def test_redis_cleanup_deletes_stream(redis_bridge: RedisStreamBridge):
fake = redis_bridge._redis
run_id = "redis-run-cleanup"
await redis_bridge.publish(run_id, "event", {})
await redis_bridge.cleanup(run_id)
assert fake.deleted == ["deerflow:stream_bridge:redis-run-cleanup"]
@pytest.mark.anyio
async def test_redis_subscribe_waits_for_first_publish(redis_bridge: RedisStreamBridge):
"""A subscriber that starts before the first XADD must not receive END."""
run_id = "redis-run-first-publish"
received = []
async def publish_later() -> None:
await anyio.sleep(0.05)
await redis_bridge.publish(run_id, "metadata", {"run_id": run_id})
await redis_bridge.publish_end(run_id)
with anyio.fail_after(2):
async with anyio.create_task_group() as task_group:
task_group.start_soon(publish_later)
async for entry in redis_bridge.subscribe(run_id, heartbeat_interval=0.01):
if entry is HEARTBEAT_SENTINEL:
continue
received.append(entry)
if entry is END_SENTINEL:
break
assert [entry.event for entry in received[:-1]] == ["metadata"]
assert received[-1] is END_SENTINEL
@pytest.mark.anyio
async def test_redis_stream_exists_reports_cleanup(redis_bridge: RedisStreamBridge):
"""Callers can detect when retained Redis stream data has been cleaned up."""
run_id = "redis-run-post-cleanup"
await redis_bridge.publish(run_id, "event-1", {"n": 1})
await redis_bridge.publish_end(run_id)
assert await redis_bridge.stream_exists(run_id) is True
await redis_bridge.cleanup(run_id)
assert await redis_bridge.stream_exists(run_id) is False
@pytest.mark.anyio
async def test_redis_transient_error_retries():
"""Transient RedisError during XREAD should be retried, not propagated."""
from redis.exceptions import RedisError
fake = _FakeRedis()
call_count = 0
original_xread = fake.xread
async def flaky_xread(streams, count=None, block=None):
nonlocal call_count
call_count += 1
if call_count <= 2:
raise RedisError("Transient connection error")
return await original_xread(streams, count=count, block=block)
fake.xread = flaky_xread
bridge = RedisStreamBridge(redis_url="redis://fake", queue_maxsize=2, client=fake)
run_id = "redis-run-retry"
await bridge.publish(run_id, "event-1", {"n": 1})
await bridge.publish_end(run_id)
received = []
with anyio.fail_after(5):
async for entry in bridge.subscribe(run_id, heartbeat_interval=0.01):
received.append(entry)
if entry is END_SENTINEL:
break
assert call_count > 2
assert [e.event for e in received[:-1]] == ["event-1"]
assert received[-1] is END_SENTINEL
@pytest.mark.anyio
async def test_redis_transient_error_gives_up_after_max_retries():
"""After exceeding max consecutive errors, RedisError should propagate."""
from redis.exceptions import RedisError
fake = _FakeRedis()
async def always_fail_xread(streams, count=None, block=None):
raise RedisError("Persistent connection error")
fake.xread = always_fail_xread
bridge = RedisStreamBridge(redis_url="redis://fake", queue_maxsize=2, client=fake)
with pytest.raises(RedisError, match="Persistent connection error"):
async for _ in bridge.subscribe("redis-run-fail", heartbeat_interval=0.01):
pass
# ---------------------------------------------------------------------------
# Factory tests
# ---------------------------------------------------------------------------
@ -404,3 +657,175 @@ async def test_subscribe_with_unknown_last_event_id_replays_from_earliest():
assert [entry.event for entry in received[:-1]] == ["first", "second"]
assert received[-1] is END_SENTINEL
@pytest.mark.anyio
async def test_make_stream_bridge_uses_docker_redis_env(monkeypatch):
"""Docker can enable Redis bridge without editing config.yaml."""
set_stream_bridge_config(None)
monkeypatch.setenv("DEER_FLOW_STREAM_BRIDGE_REDIS_URL", "redis://redis:6379/0")
try:
async with make_stream_bridge() as bridge:
assert isinstance(bridge, RedisStreamBridge)
assert bridge._redis_url == "redis://redis:6379/0"
finally:
set_stream_bridge_config(None)
@pytest.mark.anyio
async def test_make_stream_bridge_passes_max_connections(monkeypatch):
"""max_connections from config should be forwarded to Redis.from_url."""
import deerflow.runtime.stream_bridge.redis as redis_module
captured: dict = {}
def fake_from_url(url, **kwargs):
captured["url"] = url
captured.update(kwargs)
return _FakeRedis()
monkeypatch.setattr(redis_module.Redis, "from_url", staticmethod(fake_from_url))
set_stream_bridge_config(StreamBridgeConfig(type="redis", redis_url="redis://fake:6379/0", max_connections=50))
try:
async with make_stream_bridge() as bridge:
assert isinstance(bridge, RedisStreamBridge)
assert captured["max_connections"] == 50
assert captured["decode_responses"] is True
finally:
set_stream_bridge_config(None)
# ---------------------------------------------------------------------------
# Integration tests against a real Redis server
# ---------------------------------------------------------------------------
#
# Opt-in and self-skipping: when no Redis is reachable these are skipped so
# `make test` stays green without Redis. Point at a server with
# DEER_FLOW_TEST_REDIS_URL (defaults to redis://localhost:6379/15 — DB 15 to
# avoid clobbering real data) and select with `pytest -m integration`. They
# cover what _FakeRedis cannot: the real ResponseError fallback for a malformed
# Last-Event-ID, real XADD/XREAD semantics, the server <ms>-<seq> ID format,
# and MAXLEN trimming.
REDIS_TEST_URL = os.environ.get("DEER_FLOW_TEST_REDIS_URL", "redis://localhost:6379/15")
def _redis_available() -> bool:
try:
import redis # sync client, used only for the connectivity probe
except ImportError:
return False
try:
client = redis.Redis.from_url(REDIS_TEST_URL, socket_connect_timeout=0.5)
try:
client.ping()
finally:
client.close()
return True
except Exception:
return False
requires_redis = pytest.mark.skipif(not _redis_available(), reason=f"Redis not reachable at {REDIS_TEST_URL}")
@pytest.fixture
async def real_redis_bridge():
from redis.asyncio import Redis
client = Redis.from_url(REDIS_TEST_URL, decode_responses=True)
key_prefix = f"deerflow:test:{uuid.uuid4().hex}"
bridge = RedisStreamBridge(redis_url=REDIS_TEST_URL, queue_maxsize=2, key_prefix=key_prefix, client=client)
try:
yield bridge
finally:
async for key in client.scan_iter(f"{key_prefix}:*"):
await client.delete(key)
await client.aclose()
@pytest.mark.integration
@requires_redis
@pytest.mark.anyio
async def test_redis_integration_publish_subscribe_and_id_format(real_redis_bridge):
run_id = "integ-basic"
await real_redis_bridge.publish(run_id, "metadata", {"run_id": run_id})
await real_redis_bridge.publish(run_id, "values", {"step": 1})
await real_redis_bridge.publish_end(run_id)
received = []
async for entry in real_redis_bridge.subscribe(run_id, heartbeat_interval=1.0):
received.append(entry)
if entry is END_SENTINEL:
break
assert [e.event for e in received[:-1]] == ["metadata", "values"]
assert received[0].data == {"run_id": run_id}
assert received[-1] is END_SENTINEL
# Real Redis stream IDs use the <ms>-<seq> format the fake only approximates.
assert re.match(r"^\d+-\d+$", received[0].id), received[0].id
@pytest.mark.integration
@requires_redis
@pytest.mark.anyio
async def test_redis_integration_replays_after_last_event_id(real_redis_bridge):
run_id = "integ-replay"
await real_redis_bridge.publish(run_id, "metadata", {"run_id": run_id})
await real_redis_bridge.publish(run_id, "values", {"step": 1})
await real_redis_bridge.publish_end(run_id)
first_pass = []
async for entry in real_redis_bridge.subscribe(run_id, heartbeat_interval=1.0):
first_pass.append(entry)
if entry is END_SENTINEL:
break
received = []
async for entry in real_redis_bridge.subscribe(run_id, last_event_id=first_pass[0].id, heartbeat_interval=1.0):
received.append(entry)
if entry is END_SENTINEL:
break
assert [e.event for e in received[:-1]] == ["values"]
assert received[-1] is END_SENTINEL
@pytest.mark.integration
@requires_redis
@pytest.mark.anyio
async def test_redis_integration_invalid_last_event_id_falls_back(real_redis_bridge):
"""A malformed Last-Event-ID must trigger the ResponseError fallback.
Real Redis raises ``ResponseError`` for a syntactically-invalid stream ID;
``_FakeRedis`` cannot reproduce this path, so the ``except ResponseError``
branch in ``subscribe`` is only exercised here.
"""
run_id = "integ-bad-leid"
await real_redis_bridge.publish(run_id, "metadata", {"run_id": run_id})
await real_redis_bridge.publish_end(run_id)
received = []
async for entry in real_redis_bridge.subscribe(run_id, last_event_id="not-a-valid-id", heartbeat_interval=1.0):
received.append(entry)
if entry is END_SENTINEL:
break
# Falls back to replaying from the earliest retained event instead of raising.
assert [e.event for e in received[:-1]] == ["metadata"]
assert received[-1] is END_SENTINEL
@pytest.mark.integration
@requires_redis
@pytest.mark.anyio
async def test_redis_integration_maxlen_trims_history(real_redis_bridge):
"""queue_maxsize should bound the retained stream via XADD MAXLEN (exact)."""
run_id = "integ-maxlen"
# Fixture sets queue_maxsize=2; publish more data events than that.
for i in range(6):
await real_redis_bridge.publish(run_id, f"event-{i}", {"i": i})
key = real_redis_bridge._stream_key(run_id)
length = await real_redis_bridge._redis.xlen(key)
assert length == 2

View file

@ -10,7 +10,7 @@ from _run_message_pagination_helpers import assert_run_message_page
from fastapi.testclient import TestClient
from app.gateway.routers import thread_runs
from deerflow.runtime import RunManager
from deerflow.runtime import END_SENTINEL, MemoryStreamBridge, RunManager
from deerflow.runtime.runs.store.memory import MemoryRunStore
# ---------------------------------------------------------------------------
@ -18,11 +18,12 @@ from deerflow.runtime.runs.store.memory import MemoryRunStore
# ---------------------------------------------------------------------------
def _make_app(event_store=None, run_manager=None):
def _make_app(event_store=None, run_manager=None, stream_bridge=None):
"""Build a test FastAPI app with stub auth and mocked state."""
app = make_authed_test_app()
app.include_router(thread_runs.router)
app.state.stream_bridge = stream_bridge or MemoryStreamBridge()
if event_store is not None:
app.state.run_event_store = event_store
if run_manager is None:
@ -33,6 +34,25 @@ def _make_app(event_store=None, run_manager=None):
return app
class _EndingCrossProcessBridge:
supports_cross_process = True
async def publish(self, run_id, event, data):
return None
async def publish_end(self, run_id):
return None
def subscribe(self, run_id, *, last_event_id=None, heartbeat_interval=15.0):
async def _events():
yield END_SENTINEL
return _events()
async def cleanup(self, run_id, *, delay=0):
return None
def _make_event_store(rows: list[dict]):
"""Return an AsyncMock event store whose list_messages_by_run() returns rows."""
store = MagicMock()
@ -235,6 +255,16 @@ def test_stream_store_only_run_returns_409():
assert "not active on this worker" in response.json()["detail"]
def test_join_store_only_run_allowed_with_cross_process_bridge():
"""Redis-like bridges can stream store-only runs hydrated on another worker."""
app = _make_app(run_manager=_make_store_only_run_manager(), stream_bridge=_EndingCrossProcessBridge())
with TestClient(app) as client:
response = client.get("/api/threads/thread-store/runs/store-only-run/join")
assert response.status_code == 200
assert "event: end" in response.text
def test_list_run_messages_injects_turn_duration():
"""Verify that list_run_messages injects turn_duration into ALL AI messages for the run."""
from unittest.mock import AsyncMock

View file

@ -16,10 +16,10 @@ disconnect.
from __future__ import annotations
import asyncio
from dataclasses import dataclass
from dataclasses import dataclass, field
from typing import Any
from deerflow.runtime import RunManager, RunStatus
from deerflow.runtime import RunManager, RunRecord, RunStatus
from deerflow.runtime.runs.schemas import DisconnectMode
from deerflow.runtime.stream_bridge.memory import MemoryStreamBridge
@ -36,6 +36,7 @@ class _FakeRequest:
"""
disconnect_after: int = 10**9 # effectively "never" by default
headers: dict[str, str] = field(default_factory=dict)
_polls: int = 0
async def is_disconnected(self) -> bool:
@ -43,6 +44,31 @@ class _FakeRequest:
return self._polls > self.disconnect_after
class _MissingStreamBridge:
"""Bridge stub that can report no retained stream for terminal records."""
supports_cross_process = True
def __init__(self) -> None:
self.subscribed = False
async def publish(self, run_id, event, data):
return None
async def publish_end(self, run_id):
return None
async def stream_exists(self, run_id: str) -> bool:
return False
def subscribe(self, run_id, *, last_event_id=None, heartbeat_interval=15.0):
self.subscribed = True
raise AssertionError("terminal missing streams should end before subscribing")
async def cleanup(self, run_id, *, delay=0):
return None
async def _create_running_record(mgr: RunManager, *, on_disconnect: DisconnectMode) -> Any:
record = await mgr.create_or_reject(
THREAD_ID,
@ -175,3 +201,51 @@ class TestWaitForRunCompletion:
assert record.status == RunStatus.success
asyncio.run(run())
def test_terminal_missing_stream_returns_complete(self) -> None:
"""A known-terminal run with cleaned-up stream should not wait forever."""
from app.gateway.services import wait_for_run_completion
async def run() -> None:
mgr = RunManager()
bridge = _MissingStreamBridge()
record = RunRecord(
run_id="terminal-missing-run",
thread_id=THREAD_ID,
assistant_id=None,
status=RunStatus.success,
on_disconnect=DisconnectMode.cancel,
store_only=True,
)
request = _FakeRequest()
completed = await wait_for_run_completion(bridge, record, request, mgr)
assert completed is True
assert bridge.subscribed is False
asyncio.run(run())
def test_sse_consumer_terminal_missing_stream_yields_end(self) -> None:
"""Joining a terminal store-only run with no stream should emit a terminal SSE."""
from app.gateway.services import sse_consumer
async def run() -> None:
mgr = RunManager()
bridge = _MissingStreamBridge()
record = RunRecord(
run_id="terminal-missing-run",
thread_id=THREAD_ID,
assistant_id=None,
status=RunStatus.success,
on_disconnect=DisconnectMode.cancel,
store_only=True,
)
request = _FakeRequest()
frames = [frame async for frame in sse_consumer(bridge, record, request, mgr)]
assert frames == ["event: end\ndata: null\n\n"]
assert bridge.subscribed is False
asyncio.run(run())

313
backend/uv.lock generated
View file

@ -53,7 +53,7 @@ wheels = [
[[package]]
name = "aiohttp"
version = "3.14.1"
version = "3.14.0"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "aiohappyeyeballs" },
@ -65,90 +65,90 @@ dependencies = [
{ name = "typing-extensions", marker = "python_full_version < '3.13'" },
{ name = "yarl" },
]
sdist = { url = "https://files.pythonhosted.org/packages/82/78/8ea7308cac6934de8c74a14f3d5f65d1c89287426688be79538d0e5c013d/aiohttp-3.14.1.tar.gz", hash = "sha256:307f2cff90a764d329e77040603fa032db89c5c24fdad50c4c15334cba744035", size = 7955794, upload-time = "2026-06-07T21:09:35.529Z" }
sdist = { url = "https://files.pythonhosted.org/packages/ee/ab/93ce242f899b68c51b0578c027aafa791ab3614cb9345fa5d37b5f5c8e3e/aiohttp-3.14.0.tar.gz", hash = "sha256:2882de819734c715fd1b9c11c97e09fa020d14438203d1d354d8ed1702791c9b", size = 7940674, upload-time = "2026-06-01T19:41:02.763Z" }
wheels = [
{ url = "https://files.pythonhosted.org/packages/1d/21/151624b51cd92553d95424daf4bf19f19ce9be9002d19253e7e7ce67197b/aiohttp-3.14.1-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:d35143e27778b4bb0fb189562d7f275bff79c62ab8e98459717c0ea617ff2480", size = 757402, upload-time = "2026-06-07T21:06:40.311Z" },
{ url = "https://files.pythonhosted.org/packages/c2/82/280619e0bd7bf2454987e19282616e84762255dd9c8468f62382e8c191f1/aiohttp-3.14.1-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:bcfb80a2cc36fba2534e5e5b5264dc7ae6fcd9bf15256da3e53d2f499e6fa29d", size = 512310, upload-time = "2026-06-07T21:06:42.207Z" },
{ url = "https://files.pythonhosted.org/packages/55/b2/2aac325583aaa1353045f96dffa586d8a34e8322e14a7ba49cffeb103ab4/aiohttp-3.14.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:27fd7c91e51729b4f7e1577865fa6d34c9adccbc39aabe9000285b48af9f0ec2", size = 512448, upload-time = "2026-06-07T21:06:43.813Z" },
{ url = "https://files.pythonhosted.org/packages/8a/72/a60607cb849faa8af8a356c9329ea2eb6f395d49e82cc82ccba1fd8deb8f/aiohttp-3.14.1-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:64c567bf9eaf664280116a8688f63016e6b32db2505908e2bdaca1b6438142f2", size = 1766854, upload-time = "2026-06-07T21:06:45.391Z" },
{ url = "https://files.pythonhosted.org/packages/b5/d3/d9fe1c9ec7557ab4d0d82bebaa728c6418f0b93295ec2f4ab015f7710cc7/aiohttp-3.14.1-cp312-cp312-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:f5e6ff2bdbb8f4cd3fbe41f99e25bbcd58e3bf9f13d3dd31a11e7917251cc77a", size = 1740884, upload-time = "2026-06-07T21:06:47.413Z" },
{ url = "https://files.pythonhosted.org/packages/c1/dc/f2cecfaf9337ba3e63f181500814ff502aa3d00d9c7ec93a9d23d10a27b2/aiohttp-3.14.1-cp312-cp312-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:2f73e01dc37122325caf079982621262f96d74823c179038a82fddfc50359264", size = 1810034, upload-time = "2026-06-07T21:06:50.165Z" },
{ url = "https://files.pythonhosted.org/packages/66/d7/2ff65c5e65c0d7476daf7e15c032e0805e36811185b9623e3238ad6c763e/aiohttp-3.14.1-cp312-cp312-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:bb2c0c80d431c0d03f2c7dbf125150fedd4f0de17366a7ca33f7ccb822391842", size = 1904054, upload-time = "2026-06-07T21:06:52.035Z" },
{ url = "https://files.pythonhosted.org/packages/20/9c/d445818389df371f56d141d881153ba23183c4735a03f7356ffb43f7757d/aiohttp-3.14.1-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:3e6fc1a85fa7194a1a7d19f44e8609180f4a8eb5fa4c7ed8b4355f080fad235c", size = 1790278, upload-time = "2026-06-07T21:06:54.049Z" },
{ url = "https://files.pythonhosted.org/packages/4d/aa/bf04cb4d865fc6101c2229a294ad744973b72e513fdc5a6b791e6983d72a/aiohttp-3.14.1-cp312-cp312-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:686b6c0d3911ec387b444ddf5dc62fb7f7c0a7d5186a7861626496a5ab4aff95", size = 1591795, upload-time = "2026-06-07T21:06:55.911Z" },
{ url = "https://files.pythonhosted.org/packages/dc/b4/4dac0038960427ba832f6609dfb4ea5437d7fd80c72001b9e48f834f428b/aiohttp-3.14.1-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:c6fa4dc7ad6f8109c70bb1499e589f76b0b792baf39f9b017eb92c8a81d0a199", size = 1728397, upload-time = "2026-06-07T21:06:57.777Z" },
{ url = "https://files.pythonhosted.org/packages/2b/f9/7cd4e8ad7aa3b75f17d56bb5498dd604a93d4e6eece822ba0568c413fff0/aiohttp-3.14.1-cp312-cp312-musllinux_1_2_armv7l.whl", hash = "sha256:87a5eea1b2a5e21e1ebdbb33ad4165359189327e63fc4e4894693e7f821ac817", size = 1766504, upload-time = "2026-06-07T21:07:00.009Z" },
{ url = "https://files.pythonhosted.org/packages/f9/df/fc01d9fcad0f73fed3f3d361f1f94f975947b50dff82919f6dc2bf4316cc/aiohttp-3.14.1-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:1c1421eb01d4fd608d88cc8290211d177a58532b55ad94076fb349c5bf467f0a", size = 1777806, upload-time = "2026-06-07T21:07:02.064Z" },
{ url = "https://files.pythonhosted.org/packages/41/09/47e2d090bddcc8fb4ccb4c314aadc32d7c5d9bb55f50f6ad1c92fc15d501/aiohttp-3.14.1-cp312-cp312-musllinux_1_2_riscv64.whl", hash = "sha256:34b257ec41345c1e8f2df68fa908a7952f5de932723871eb633ecbbff396c9a4", size = 1580707, upload-time = "2026-06-07T21:07:03.942Z" },
{ url = "https://files.pythonhosted.org/packages/3d/36/f1a4ce904ae0b6930cfe9afc96d0896f7ec1a620c400405d63783bb95a9c/aiohttp-3.14.1-cp312-cp312-musllinux_1_2_s390x.whl", hash = "sha256:de538791a80e5d862addbc183f70f0158ac9b9bb872bb147f1fd2a683691e087", size = 1798121, upload-time = "2026-06-07T21:07:05.987Z" },
{ url = "https://files.pythonhosted.org/packages/70/0a/e0075ce9ca0279ee1d4f0c0b85f54fea02ebc83c3007651a72bece658fec/aiohttp-3.14.1-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:6f71173be42d3241d428f760122febb748de0623f44308a6f120d0dd9ec572e3", size = 1767580, upload-time = "2026-06-07T21:07:07.873Z" },
{ url = "https://files.pythonhosted.org/packages/3e/61/a0c0a8f327a9c52095cdd8e312391b00d3ed64ab6c72bb5c33d8ec251cf7/aiohttp-3.14.1-cp312-cp312-win32.whl", hash = "sha256:ec8dc383ee57ea3e883477dcca3f11b65d58199f1080acaf4cd6ad9a99698be4", size = 452771, upload-time = "2026-06-07T21:07:09.669Z" },
{ url = "https://files.pythonhosted.org/packages/df/d9/ea367c75f16ac9c6cdc8febb25e8318fa21a2b1bc8d6514d4b2d890bface/aiohttp-3.14.1-cp312-cp312-win_amd64.whl", hash = "sha256:2aa92c87868cd13674989f9ee83e5f9f7ea4237589b728048e1f0c8f6caa3271", size = 479873, upload-time = "2026-06-07T21:07:11.538Z" },
{ url = "https://files.pythonhosted.org/packages/03/64/8d96784a7851156db8a4c6c3f6f91042fdf39fb15a4cc38c8b3c14833c45/aiohttp-3.14.1-cp312-cp312-win_arm64.whl", hash = "sha256:2c840c90759922cb5e6dda94596e079a30fb5a5ba548e7e0dc00574703940847", size = 448073, upload-time = "2026-06-07T21:07:13.637Z" },
{ url = "https://files.pythonhosted.org/packages/bc/97/bd137012dd97e1649162b099135a80e1fd59aaa807b2430fc448d1029aff/aiohttp-3.14.1-cp313-cp313-android_21_arm64_v8a.whl", hash = "sha256:b3a03285a7f9c7b016324574a6d92a1c895da6b978cb8f1deee3ac72bc6da178", size = 506882, upload-time = "2026-06-07T21:07:15.501Z" },
{ url = "https://files.pythonhosted.org/packages/ef/79/e5cc690e9d922a66887ceeaca53a8ffd5a7b0be3816142b7abc433742d89/aiohttp-3.14.1-cp313-cp313-android_21_x86_64.whl", hash = "sha256:2a73f487ab8ef5abbb24b7aa9b73e98eaba9e9e031804ff2416f02eca315ccaf", size = 515270, upload-time = "2026-06-07T21:07:17.53Z" },
{ url = "https://files.pythonhosted.org/packages/fe/22/a73ccbf9dbd6e26dda0b24d5fd5db7da92ee3383a79f47677ffb834c5c5b/aiohttp-3.14.1-cp313-cp313-ios_13_0_arm64_iphoneos.whl", hash = "sha256:915fbb7b41b115192259f8c9ae58f3ddc444d2b5579917270211858e606a4afd", size = 485841, upload-time = "2026-06-07T21:07:19.555Z" },
{ url = "https://files.pythonhosted.org/packages/3b/b9/57ed8eaf596321c2ad747bd480fb1700dbd7177c60dfc9e4c187f629662e/aiohttp-3.14.1-cp313-cp313-ios_13_0_arm64_iphonesimulator.whl", hash = "sha256:7fb4bdf95b0561a79f259f9d28fbc109728c5ee7f27aff6391f0ca703a329abe", size = 492088, upload-time = "2026-06-07T21:07:21.581Z" },
{ url = "https://files.pythonhosted.org/packages/78/c0/5ebe5270a7c140d7c6f79dcb018640225f14d406c149e4eec04a7d82fe71/aiohttp-3.14.1-cp313-cp313-ios_13_0_x86_64_iphonesimulator.whl", hash = "sha256:1b9748363260121d2927704f5d4fc498150669ca3ae93625986ee89c8f80dcd4", size = 501564, upload-time = "2026-06-07T21:07:23.388Z" },
{ url = "https://files.pythonhosted.org/packages/75/7f/8cdaa24fc7983865e0915153b96a9ac5bcdd3548d64c5a27d17cecccad2d/aiohttp-3.14.1-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:86a6dab78b0e43e2897a3bbe15745aa60dc5423ca437b7b0b164c069bf91b876", size = 751998, upload-time = "2026-06-07T21:07:25.046Z" },
{ url = "https://files.pythonhosted.org/packages/b2/f4/c4227aacfacc5cb0cc2d119b65301d177912a6842cd64e120c47af76064f/aiohttp-3.14.1-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:4dfd6e47d3c44c2279907607f73a4240b88c69eb8b90da7e2441a8045dfd21da", size = 510918, upload-time = "2026-06-07T21:07:27.28Z" },
{ url = "https://files.pythonhosted.org/packages/ab/01/a2d5f96cd4e74424864d30bc0a7e44d0a12dacdcfa91b5b2d1bd3dca6bf3/aiohttp-3.14.1-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:317acd9f8602858dc7d59679812c376c7f0b97bcbbf16e0d6237f54141d8a8a6", size = 508657, upload-time = "2026-06-07T21:07:29.252Z" },
{ url = "https://files.pythonhosted.org/packages/e8/ed/3c0fb5c500fdd8e7ebc10d1889c04384fffa1a9163eac1356088ca9da1b1/aiohttp-3.14.1-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:bd869c427324e5cb15195793de951295710db28be7d818247f3097b4ab5d4b96", size = 1757907, upload-time = "2026-06-07T21:07:31.03Z" },
{ url = "https://files.pythonhosted.org/packages/0b/ab/d4c924d9bd5be3050c226612413ce68cb54c70d2c31b661bfc8d9a5b6a70/aiohttp-3.14.1-cp313-cp313-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:93b032b5ec3255473c143627d21a69ac74ae12f7f33974cb587c564d11b1066f", size = 1737565, upload-time = "2026-06-07T21:07:33.031Z" },
{ url = "https://files.pythonhosted.org/packages/19/2a/37326821ff779084020cdc33224d20b19f42f4183a500ff92022a739eda7/aiohttp-3.14.1-cp313-cp313-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:f234b4deb12f3ad59127e037bc57c40c21e45b45282df7d3a55a0f409f595296", size = 1799018, upload-time = "2026-06-07T21:07:35.003Z" },
{ url = "https://files.pythonhosted.org/packages/b3/4f/6e947ba73e4ce09070761c05ed3a8ceb7c21f5e46798671d8b2aac0e4626/aiohttp-3.14.1-cp313-cp313-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:9af6779bfb46abf124068327abcdf9ce95c9ef8287a3e8da76ccf2d0f16c28fa", size = 1894416, upload-time = "2026-06-07T21:07:36.956Z" },
{ url = "https://files.pythonhosted.org/packages/9d/6e/dbf1d0625dc711fb2851f4f3c3055c39ed58bae92082d8c627dbe6013736/aiohttp-3.14.1-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:faccab372e66bc76d5731525e7f1143c922271725b9d38c9f97edcc66266b451", size = 1783881, upload-time = "2026-06-07T21:07:39.063Z" },
{ url = "https://files.pythonhosted.org/packages/44/c2/5e25098a67268ed369483ae7d1a58bd0a13d03aab860d2a0e4a6eb25b046/aiohttp-3.14.1-cp313-cp313-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:f380468b09d2a81633ee863b0ec5648d364bd17bb8ecfb8c2f387f7ac1faf42c", size = 1587572, upload-time = "2026-06-07T21:07:41.058Z" },
{ url = "https://files.pythonhosted.org/packages/2a/bd/cf9cee17e140f942a3de73e658a543aa8fbf35a5fc67a9d2538d52d77f0b/aiohttp-3.14.1-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:97e704dcd26271f5bda3fa07c3ce0fb76d6d3f8659f4baa1a24442cc9ba177ca", size = 1722137, upload-time = "2026-06-07T21:07:43.014Z" },
{ url = "https://files.pythonhosted.org/packages/89/6d/5684f8c59045c96f81a18cefbc1fbbd79d25b88f1c622f2a5c5c08fcb632/aiohttp-3.14.1-cp313-cp313-musllinux_1_2_armv7l.whl", hash = "sha256:269b76ac5394092b95bc4a098f4fc6c191c083c3bd12775d1e30e663132f6a09", size = 1755953, upload-time = "2026-06-07T21:07:45.933Z" },
{ url = "https://files.pythonhosted.org/packages/a8/40/35caf3170f8359760740a7d9aa0fff2e344bef98e1d1186f5a0f6dec17e6/aiohttp-3.14.1-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:5c0b3e614340c889d575451696374c9d17affd54cd607ca0babed8f8c37b9397", size = 1766479, upload-time = "2026-06-07T21:07:48.047Z" },
{ url = "https://files.pythonhosted.org/packages/6d/a1/b0c61e7a137f0d81de49a82023a6df73c3c16d6fefb0f8e4a93d21639002/aiohttp-3.14.1-cp313-cp313-musllinux_1_2_riscv64.whl", hash = "sha256:5663ee9257cfa1add7253a7da3035a02f31b6600ec48261585e1800a81533080", size = 1580077, upload-time = "2026-06-07T21:07:50.069Z" },
{ url = "https://files.pythonhosted.org/packages/0b/41/194ea4623693009fcefebef7aef63c141754f153e9cd0d39d3b9e36c175c/aiohttp-3.14.1-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:603a2c834142172ffddc054067f5ec0ca65d57a0aa98a71bc81952573208e345", size = 1791688, upload-time = "2026-06-07T21:07:52.106Z" },
{ url = "https://files.pythonhosted.org/packages/ba/45/4de841f005cfe1fd63e2a2fe011262c515e2a62aa6994b15947e7d717ac9/aiohttp-3.14.1-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:cb21957bb8aca671c1765e32f58164cf0c50e6bf41c0bbbd16da20732ecaf588", size = 1761094, upload-time = "2026-06-07T21:07:54.113Z" },
{ url = "https://files.pythonhosted.org/packages/e4/ae/dbce10533d3896d544d5053939ed75b7dc31a1b0973d959b1b5ae21028d6/aiohttp-3.14.1-cp313-cp313-win32.whl", hash = "sha256:e509a55f681e6158c20f70f102f9cf61fb20fbc382272bc6d94b7343f2582780", size = 452662, upload-time = "2026-06-07T21:07:56.06Z" },
{ url = "https://files.pythonhosted.org/packages/7b/d9/0bf1a19362c32f06229da5e7ddfcec91f93474d6307f7a2d3135e9c674dc/aiohttp-3.14.1-cp313-cp313-win_amd64.whl", hash = "sha256:1ac8531b638959718e18c2207fbfe297819875da46a740b29dfa29beba64355a", size = 479748, upload-time = "2026-06-07T21:07:58.319Z" },
{ url = "https://files.pythonhosted.org/packages/22/0a/62e7232dc9484fbec112ceb32efb6a624cc7994ec6e2b019286f17c4e8f2/aiohttp-3.14.1-cp313-cp313-win_arm64.whl", hash = "sha256:250d14af67f6b6a1a4a811049b1afa69d61d617fca6bf33149b3ab1a6dbcf7b8", size = 447723, upload-time = "2026-06-07T21:08:00.154Z" },
{ url = "https://files.pythonhosted.org/packages/c4/a1/5fafa04e1ca91ddb47608699d60649c1c6db3cf41c99e78fc4056f9513db/aiohttp-3.14.1-cp314-cp314-android_24_arm64_v8a.whl", hash = "sha256:7c106c26852ca1c2047c6b80384f17100b4e439af276f21ef3d4e2f450ae7e15", size = 508531, upload-time = "2026-06-07T21:08:02.093Z" },
{ url = "https://files.pythonhosted.org/packages/fa/2e/bfa02f699d87ffc86d5959270b28f1cb410add3ccaced8ed2e0b8a5238fc/aiohttp-3.14.1-cp314-cp314-android_24_x86_64.whl", hash = "sha256:20205f7f5ade7aaec9f4b500549bbc071b046453aed72f9c06dcab87896a83e8", size = 514718, upload-time = "2026-06-07T21:08:04.476Z" },
{ url = "https://files.pythonhosted.org/packages/85/a5/9594ad6289eebbc97d167c44213d557807f90e59115caad24de21ad2c3b1/aiohttp-3.14.1-cp314-cp314-ios_13_0_arm64_iphoneos.whl", hash = "sha256:62a759436b29e677181a9e76bab8b8f689a29cb9c535f45f7c48c9c830d3f8c3", size = 487918, upload-time = "2026-06-07T21:08:06.377Z" },
{ url = "https://files.pythonhosted.org/packages/b4/61/16a32c36c3c49edec122a3dc811f2057df2f94d3b14aa107c8017d981618/aiohttp-3.14.1-cp314-cp314-ios_13_0_arm64_iphonesimulator.whl", hash = "sha256:2964cbf553df4d7a57348da44d961d871895fc1ee4e8c322b2a95612c7b17fba", size = 494014, upload-time = "2026-06-07T21:08:08.263Z" },
{ url = "https://files.pythonhosted.org/packages/9b/89/3ebcf96ed99c05bec9c434aaac6963fd3cbab4a786ae739908a144d9ce44/aiohttp-3.14.1-cp314-cp314-ios_13_0_x86_64_iphonesimulator.whl", hash = "sha256:237651caadc3a59badd39319c54642b5299e9cc98a3a194310e55d5bb9f5e397", size = 502398, upload-time = "2026-06-07T21:08:10.244Z" },
{ url = "https://files.pythonhosted.org/packages/fd/3d/b74870a0c2d40c355928cd5b96c7a11fa821b8a40fc41365e64479b151fb/aiohttp-3.14.1-cp314-cp314-macosx_10_15_universal2.whl", hash = "sha256:896e12dfdbbab9d8f7e16d2b28c6769a60126fa92095d1ebf9473d02593a2448", size = 758018, upload-time = "2026-06-07T21:08:12.447Z" },
{ url = "https://files.pythonhosted.org/packages/d3/66/f42f5c984d99e49c6cff5f26f590750f2e2f7ef1fcfb99966ab5be1b632e/aiohttp-3.14.1-cp314-cp314-macosx_10_15_x86_64.whl", hash = "sha256:d03f281ed22579314ba00821ce20115a7c0ac430660b4cc05704a3f818b3e004", size = 512462, upload-time = "2026-06-07T21:08:14.624Z" },
{ url = "https://files.pythonhosted.org/packages/e9/a7/248e1aebe0c7810b0271e021a0f2a5eb6e78a051885b3c9df49f42a5802d/aiohttp-3.14.1-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:07eabb979d236335fed927e137a928c9adfb7df3b9ec7aa31726f133a62be983", size = 512824, upload-time = "2026-06-07T21:08:16.572Z" },
{ url = "https://files.pythonhosted.org/packages/26/97/2aa0e5ba0727dc3bd5aaebb7ccbc510f7dfb7fb961ec87497cd496635ab1/aiohttp-3.14.1-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:4fe1f1087cbadb280b5e1bb054a4f00d1423c74d6626c5e48400d871d34ecefe", size = 1749898, upload-time = "2026-06-07T21:08:18.635Z" },
{ url = "https://files.pythonhosted.org/packages/00/8d/e97f6c96c891d457c8479d92a514ba194d0412f981d72c70341ee18488ed/aiohttp-3.14.1-cp314-cp314-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:367a9314fdc79dab0fac96e216cb41dd73c85bdca85306ce8999118ba7e0f333", size = 1710114, upload-time = "2026-06-07T21:08:20.892Z" },
{ url = "https://files.pythonhosted.org/packages/6f/e6/aa8d7e863048c8fceb5cd6ce74017311cec3ead07847387e12265fb4444e/aiohttp-3.14.1-cp314-cp314-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:a24f677ebe83749039e7bdf862ff0bbb16818ae4193d4ef96505e269375bcce0", size = 1802541, upload-time = "2026-06-07T21:08:23.044Z" },
{ url = "https://files.pythonhosted.org/packages/83/a8/72193137de57fda4ebfae4563182d082c8856e3b6e9871d0b46f028fb369/aiohttp-3.14.1-cp314-cp314-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:c83afe0ba876be7e943d2e0ba645809ad441575d2840c895c21ee5de93b9377a", size = 1875776, upload-time = "2026-06-07T21:08:25.288Z" },
{ url = "https://files.pythonhosted.org/packages/a0/18/938441025db6769a3464596b2410af3afde0b21eb2f204c6f766f68af4bd/aiohttp-3.14.1-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:634e385930fb6d2d479cf3aa66515955863b77a5e3c2b5894ca259a25b308602", size = 1760329, upload-time = "2026-06-07T21:08:27.363Z" },
{ url = "https://files.pythonhosted.org/packages/60/29/bf2496b4065e76e09fe48015aaffe5ce161d8f089b06ac6982070f653076/aiohttp-3.14.1-cp314-cp314-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:eeea07c4397bbc57719c4eed8f9c284874d4f175f9b6d57f7a1546b976d455ca", size = 1587293, upload-time = "2026-06-07T21:08:29.805Z" },
{ url = "https://files.pythonhosted.org/packages/49/a2/2136674d52123b1354bd05dd5753c318db47dc0c927cc70b27bab3755456/aiohttp-3.14.1-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:335c0cc3e3545ce98dcb9cfcb836f40c3411f43fa03dab757597d80c89af8a35", size = 1714756, upload-time = "2026-06-07T21:08:32.094Z" },
{ url = "https://files.pythonhosted.org/packages/a7/b9/e5fd2e6f915503081c0f9b1e8540947037929c70c191da2e4d54b31a21a1/aiohttp-3.14.1-cp314-cp314-musllinux_1_2_armv7l.whl", hash = "sha256:ae6be797afdef264e8a84864a85b196ca06045586481b3df8a967322fd2fa844", size = 1721052, upload-time = "2026-06-07T21:08:34.167Z" },
{ url = "https://files.pythonhosted.org/packages/63/5a/2833e324a2263e104e31e2e91bc5bbee81bc499afd32203faee048a883f0/aiohttp-3.14.1-cp314-cp314-musllinux_1_2_ppc64le.whl", hash = "sha256:8560b4d712474335d08907db7973f71912d3a9a8f1dee992ec06b5d2fe359496", size = 1766888, upload-time = "2026-06-07T21:08:36.95Z" },
{ url = "https://files.pythonhosted.org/packages/57/fa/dea6511870913162f3b2e8c42a7614eb203a4540b8c2da43e0bfb0548f3c/aiohttp-3.14.1-cp314-cp314-musllinux_1_2_riscv64.whl", hash = "sha256:2b7edd08e0a5deb1e8564a2fcd8f4561014a3f05252334671bbf55ddd47db0e5", size = 1581679, upload-time = "2026-06-07T21:08:39.292Z" },
{ url = "https://files.pythonhosted.org/packages/14/bd/3cf0d55e71784b33534e9710a67d382d900598b4787fbce6cc7317f8c42a/aiohttp-3.14.1-cp314-cp314-musllinux_1_2_s390x.whl", hash = "sha256:b6ff7fcee63287ae57b5df3e4f5957ce032122802509246dec1a5bcc55904c95", size = 1782021, upload-time = "2026-06-07T21:08:41.407Z" },
{ url = "https://files.pythonhosted.org/packages/c1/af/14bb5843eccbe234f4dfb78ab73e549d99727247e62ae5d62cbd22eaf5b0/aiohttp-3.14.1-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:6ffbb2f4ec1ceaff7e07d43922954da26b223d188bf30658e561b98e23089444", size = 1742574, upload-time = "2026-06-07T21:08:43.795Z" },
{ url = "https://files.pythonhosted.org/packages/f2/1e/fbeb7af9210a67ac0f9c9bec0f8f4568497924e33137a3d5b48e1cf85f3f/aiohttp-3.14.1-cp314-cp314-win32.whl", hash = "sha256:a9875b46d910cff3ea2f5962f9d266b465459fe634e22556ab9bd6fc1192eea0", size = 457773, upload-time = "2026-06-07T21:08:46.168Z" },
{ url = "https://files.pythonhosted.org/packages/f0/2b/13e8d741a9ec5db7d900c060554cf8352ab85e44e2a4469ebb9d377bda17/aiohttp-3.14.1-cp314-cp314-win_amd64.whl", hash = "sha256:af8b4b81a960eeaf1234971ac3cd0ba5901f3cd42eae42a46b4d089a8b492719", size = 485001, upload-time = "2026-06-07T21:08:48.401Z" },
{ url = "https://files.pythonhosted.org/packages/df/30/491acfa2c4d6c3ff59c49a14fc1b50be3241e25bbb0c84c09e2da4d11395/aiohttp-3.14.1-cp314-cp314-win_arm64.whl", hash = "sha256:cf4491381b1b57425c315a56a439251b1bdac07b2275f19a8c44bc57744532ec", size = 453809, upload-time = "2026-06-07T21:08:50.7Z" },
{ url = "https://files.pythonhosted.org/packages/34/e3/19dbe1a1f4cc6230eb9e314de7fe68053b0992f9302b27d12141a0b5db53/aiohttp-3.14.1-cp314-cp314t-macosx_10_15_universal2.whl", hash = "sha256:819c054312f1af92947e6a55883d1b66feefab11531a7fc45e0fb9b63880b5c2", size = 793320, upload-time = "2026-06-07T21:08:52.775Z" },
{ url = "https://files.pythonhosted.org/packages/7f/20/1b7182219ba1b108430d6e4dc53d25ae02dcfcf5a045b33af4e8c5167527/aiohttp-3.14.1-cp314-cp314t-macosx_10_15_x86_64.whl", hash = "sha256:10ee9c1753a8f706345b22496c79fbddb5be0599e0823f3738b1534058e25340", size = 529077, upload-time = "2026-06-07T21:08:55Z" },
{ url = "https://files.pythonhosted.org/packages/b9/c8/14ce60ec31a2e5f5274bb17d383a6f7a3aabca31ac04eee05585bbadab16/aiohttp-3.14.1-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:1601cc37baf5750ccacae618ec2daf020769581695550e3b654a911f859c563d", size = 532476, upload-time = "2026-06-07T21:08:57.176Z" },
{ url = "https://files.pythonhosted.org/packages/7e/02/9ac85e081e53da2e061b02fa7758fe0a12d17b8ce2d1f5e6c7cb76730328/aiohttp-3.14.1-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:4d6e0ac9da31c9c04c84e1c0182ad8d6df35965a85cae29cd71d089621b3ae94", size = 1922347, upload-time = "2026-06-07T21:08:59.563Z" },
{ url = "https://files.pythonhosted.org/packages/c0/3e/d3ba07a0ab38b5389e10bec4362d21e10a4f667cba2d79ba30837b3a5059/aiohttp-3.14.1-cp314-cp314t-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:9e8f2d660c350b3d0e259c7a7e3d9b7fc8b41210cbcc3d4a7076ff0a5e5c2fdc", size = 1786465, upload-time = "2026-06-07T21:09:01.909Z" },
{ url = "https://files.pythonhosted.org/packages/0b/cb/e2ee978a00cfb2df829704a69528b18154eba5939f45bc1efa8f33aee4c5/aiohttp-3.14.1-cp314-cp314t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:4691802dda97be727f79d86818acaad7eb8e9252626a1d6b519fedbb92d5e251", size = 1909423, upload-time = "2026-06-07T21:09:04.357Z" },
{ url = "https://files.pythonhosted.org/packages/73/5d/1430334858b1022b58ae50399a918f0bd6fe8fa7fa183598d657ff61e040/aiohttp-3.14.1-cp314-cp314t-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:c389c482a7e9b9dc3ee2701ac46c4125297a3818875b9c305ddb603c04828fd1", size = 2001906, upload-time = "2026-06-07T21:09:06.722Z" },
{ url = "https://files.pythonhosted.org/packages/66/4e/560c7472d3d198a23aa5c8b19a5115bf6a9b77b7d3e4bb363da320430ad2/aiohttp-3.14.1-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:fc0cacab7ba4e56f0f81c82a98c09bed2f39c940107b03a34b168bdf7597edd3", size = 1877095, upload-time = "2026-06-07T21:09:09.011Z" },
{ url = "https://files.pythonhosted.org/packages/0d/f1/4745806578d447db4a784a8591e2dae3afdfc2bcb96f8f81271b13df6543/aiohttp-3.14.1-cp314-cp314t-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:979ed4717f59b8bb12e3963378fa285d93d367e15bcd66c721311826d3c44a6c", size = 1676222, upload-time = "2026-06-07T21:09:11.461Z" },
{ url = "https://files.pythonhosted.org/packages/6a/c9/48255813cca749a229ef0ab476004ec623728ad79a9c0840616f6c076325/aiohttp-3.14.1-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:38e1e7daaea81df51c952e18483f323d878499a1e2bfe564790e0f9701d6f203", size = 1842922, upload-time = "2026-06-07T21:09:14.118Z" },
{ url = "https://files.pythonhosted.org/packages/3d/c0/bbd054e2bee909f529523a5af3891052606af5143c09f5f183ec3b234676/aiohttp-3.14.1-cp314-cp314t-musllinux_1_2_armv7l.whl", hash = "sha256:4132e72c608fe9fecb8f409113567605915b83e9bdd3ea56538d2f9cd35002f1", size = 1825035, upload-time = "2026-06-07T21:09:16.447Z" },
{ url = "https://files.pythonhosted.org/packages/a8/ae/90395d4376deceb74e09ec26b6adf7d2015a6f8802d6d84446af860fef04/aiohttp-3.14.1-cp314-cp314t-musllinux_1_2_ppc64le.whl", hash = "sha256:eefd9cc9b6d4a2db5f00a26bc3e4f9acf71926a6ec557cd56c9c6f27c290b665", size = 1849512, upload-time = "2026-06-07T21:09:18.742Z" },
{ url = "https://files.pythonhosted.org/packages/93/bd/fb25f3049957553d4ce0ba6ae480aa2f592a6985497fca590837d16c1be0/aiohttp-3.14.1-cp314-cp314t-musllinux_1_2_riscv64.whl", hash = "sha256:b165790117eea512d7f3fb22f1f6dad3d55a7189571993eb015591c1401276d1", size = 1668571, upload-time = "2026-06-07T21:09:21.458Z" },
{ url = "https://files.pythonhosted.org/packages/3f/22/7f73303d64dd567ff3addca90b556690ed1233a47b8f55d242fb90af3681/aiohttp-3.14.1-cp314-cp314t-musllinux_1_2_s390x.whl", hash = "sha256:ed09c7eb1c391271c2ed0314a51903e72a3acb653d5ccfc264cdf3ef11f8269d", size = 1881159, upload-time = "2026-06-07T21:09:23.813Z" },
{ url = "https://files.pythonhosted.org/packages/44/be/0474c5a8b5640e1e4aa1923430a91f4151be82e511373fe764189b89aef5/aiohttp-3.14.1-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:99abd37084b82f5830c635fddd0b4993b9742a66eb746dacf433c8590e8f9e3c", size = 1841409, upload-time = "2026-06-07T21:09:26.207Z" },
{ url = "https://files.pythonhosted.org/packages/7b/3c/bb4a7cba26956cb3da4553cc2056cf67be5b5ff6e6d8fa4fbdff73bfb7ae/aiohttp-3.14.1-cp314-cp314t-win32.whl", hash = "sha256:47ddf841cdecc810749921d25606dee45857d12d2ad5ddb7b5bd7eab12e4b365", size = 494166, upload-time = "2026-06-07T21:09:28.505Z" },
{ url = "https://files.pythonhosted.org/packages/8a/84/ec80c2c1f66a952555a9f86df6b33af65108a6febfa0471b69013a12f807/aiohttp-3.14.1-cp314-cp314t-win_amd64.whl", hash = "sha256:5e78b522b7a6e27e0b25d19b247b75039ac4c94f99823e3c9e53ae1603a9f7e9", size = 530255, upload-time = "2026-06-07T21:09:30.843Z" },
{ url = "https://files.pythonhosted.org/packages/2a/71/6e22be134a4061ada85a92951b842f2657f17d926b727f3f94c56ae963d6/aiohttp-3.14.1-cp314-cp314t-win_arm64.whl", hash = "sha256:90d53f1609c29ccc2193945ef732428382a28f78d0456ae4d3daf0d48b74f0f6", size = 469640, upload-time = "2026-06-07T21:09:33.028Z" },
{ url = "https://files.pythonhosted.org/packages/89/97/2b6889bfb6b6847520d50d95eb8c4307a45e28aaca39faf4a9454b3d1b2f/aiohttp-3.14.0-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:b29518c9c2ec7e373e68259206a137c7f4f5439c58baaec4b5ab3ab799850a4e", size = 750194, upload-time = "2026-06-01T19:37:48.164Z" },
{ url = "https://files.pythonhosted.org/packages/21/e2/62634b7fff918ed98c3c6b2f0e70d520f7f28846cb412d451b04354c6459/aiohttp-3.14.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:dbec68ce61b64cb73cab4d33df9433427b1713c8bcccb181dce695c1b6f8e87c", size = 506966, upload-time = "2026-06-01T19:37:50.014Z" },
{ url = "https://files.pythonhosted.org/packages/dd/fb/5ce075150828c797a5106f1c2fb26034e709d4289b9d2bf8b07f1e59fac6/aiohttp-3.14.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:3cdf534aa455593e589302990c5097aa5c92c06c4262a20da22934f9186a5fff", size = 507527, upload-time = "2026-06-01T19:37:51.96Z" },
{ url = "https://files.pythonhosted.org/packages/01/d5/405a0ae4e6b081754a3609c1c97c63a950e000a2def16046f1e736933a0e/aiohttp-3.14.0-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:cb6c657104393b5fbff01a5f59b2023db74058a8077d94475d6c25d03882a108", size = 1762420, upload-time = "2026-06-01T19:37:53.839Z" },
{ url = "https://files.pythonhosted.org/packages/ae/1d/e05a7c896b15a6bc6fb8fc5319eb437861c2c49c34559ef928add6590315/aiohttp-3.14.0-cp312-cp312-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:46fbbec4e4fab7428d4396a3823f9320e4560aa3113b89eeebce712c27c9ed5a", size = 1733672, upload-time = "2026-06-01T19:37:55.791Z" },
{ url = "https://files.pythonhosted.org/packages/cc/22/a72f7c459e195fa41bf4f7abd1f925b91fe91f8097e51c654229ba144a33/aiohttp-3.14.0-cp312-cp312-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:2c2c7e05dd5335b298085abf45ddf98673934c3ee1c083d0b9ea13d4186ad500", size = 1805064, upload-time = "2026-06-01T19:37:57.931Z" },
{ url = "https://files.pythonhosted.org/packages/80/50/e85bdaba0be59ca4838005ebfef4048fcdd5f35a02b07057a9a123394440/aiohttp-3.14.0-cp312-cp312-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:3c7139100fbaae76515b73051d8f0aa3a3ff02e415eec8a8eee8e2223d9ba955", size = 1902125, upload-time = "2026-06-01T19:38:00.225Z" },
{ url = "https://files.pythonhosted.org/packages/19/d8/51de5c6b971c27bb1ef620293b8d1ca611ec78736b34b3f6ccf68e4c8785/aiohttp-3.14.0-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:78d6f9286a629ce52728430afe18f8ed2b6c39a1fddb3802d7244b9983910ad2", size = 1783112, upload-time = "2026-06-01T19:38:02.641Z" },
{ url = "https://files.pythonhosted.org/packages/73/ae/b4402bfde77e43dfb1b6ccff83c7b7ab63ed06b50c4754f0c5423fb374fe/aiohttp-3.14.0-cp312-cp312-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:cc3c3e12cdaeb92d7dcf13db00e9f6b1956b910e47256e696df1cfa946d02159", size = 1586356, upload-time = "2026-06-01T19:38:04.637Z" },
{ url = "https://files.pythonhosted.org/packages/bc/05/750a3265ca4dc54a460bd0cb1121a8f2ce9171fce4a135fb47ea7fd594d2/aiohttp-3.14.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:4d6a998191f5ebe3b8c28463ff72bc030250008b3193c402464efadd08b5ca02", size = 1723119, upload-time = "2026-06-01T19:38:06.713Z" },
{ url = "https://files.pythonhosted.org/packages/37/01/8c0812c50b3b1b1c37b323bf170d6be8847a8f234060485b7d1e71953f60/aiohttp-3.14.0-cp312-cp312-musllinux_1_2_armv7l.whl", hash = "sha256:0fc2b75ae8d169d853be2862d960be8550da6c5c65711d5476407eb3fdb006bd", size = 1757216, upload-time = "2026-06-01T19:38:08.736Z" },
{ url = "https://files.pythonhosted.org/packages/47/2a/50fb98028a26887cbe48dcc1df92a90825615bc73b5584301304090cded8/aiohttp-3.14.0-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:16eee56bcc72d04600bc56c1759982c2385ec0b41d3fd3521f836bf64a0957ef", size = 1770500, upload-time = "2026-06-01T19:38:11.111Z" },
{ url = "https://files.pythonhosted.org/packages/bd/32/0ffd598a2fa2b9a423daf242e700cfdabda35d6e602394ad9ae58972c1c7/aiohttp-3.14.0-cp312-cp312-musllinux_1_2_riscv64.whl", hash = "sha256:5a2e7ca615c3ddc15b82687e05a624e5f5cba3f1d6c20cb81172d70ea498451e", size = 1576224, upload-time = "2026-06-01T19:38:13.391Z" },
{ url = "https://files.pythonhosted.org/packages/0b/f9/b9fc381dd9b66afb33f2634c40e229d106467be0afcabe79648631ab6712/aiohttp-3.14.0-cp312-cp312-musllinux_1_2_s390x.whl", hash = "sha256:f0b7b8bbbec3ce9467ee0ebe334622fd90624f593edd3136c567811453fc4fae", size = 1794252, upload-time = "2026-06-01T19:38:15.498Z" },
{ url = "https://files.pythonhosted.org/packages/a8/fb/05d9214c975f23225a8cd5c439325e338c7c377b315480ef3871db51f54e/aiohttp-3.14.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:5ba10966d4f03dd96a14365be4b8e37c327c76f11c3ca867116966cdd9f98066", size = 1760193, upload-time = "2026-06-01T19:38:17.624Z" },
{ url = "https://files.pythonhosted.org/packages/d9/4b/02992fc4fb9e1b6673ee3f888a8e587a6447afda1f6f4aca776c148c2876/aiohttp-3.14.0-cp312-cp312-win32.whl", hash = "sha256:101df7779c80c0636014a6b2c6642acd3efb5b355d48347c9d7dfb720aee9430", size = 448650, upload-time = "2026-06-01T19:38:19.545Z" },
{ url = "https://files.pythonhosted.org/packages/39/e9/246532214c3abda518477cbaaf16d420295ad8effa5233844cbb38f299ab/aiohttp-3.14.0-cp312-cp312-win_amd64.whl", hash = "sha256:b0a5747586d4467efd1f932710b269131c9717a872dce082cd92a00c1c13123a", size = 476145, upload-time = "2026-06-01T19:38:21.505Z" },
{ url = "https://files.pythonhosted.org/packages/2b/c3/63f8c20090048915711598b0adf475b149216d736157961de06480a45b15/aiohttp-3.14.0-cp312-cp312-win_arm64.whl", hash = "sha256:5f1c5be60add78fabb4aacd13c5a348ae79d2fcbfc7fa78da8f1eb192273b370", size = 444250, upload-time = "2026-06-01T19:38:24.027Z" },
{ url = "https://files.pythonhosted.org/packages/21/61/d11f7d9a3144bffe825247d6367cd93053666da50b94707c9129c78868d5/aiohttp-3.14.0-cp313-cp313-android_21_arm64_v8a.whl", hash = "sha256:25400d710641a8040bf022a8a99f579e581ffa1c5bd42c33255d7d6f3957c127", size = 502399, upload-time = "2026-06-01T19:38:25.955Z" },
{ url = "https://files.pythonhosted.org/packages/4f/9b/a7e317625d36356844f8bb022cabd305b541f968856cc3c2e0b58e53ee6e/aiohttp-3.14.0-cp313-cp313-android_21_x86_64.whl", hash = "sha256:c5492b9929826e07cc3fcb9739ae87aab05dff6b5e67a9b73fd1700c6d008981", size = 510068, upload-time = "2026-06-01T19:38:27.828Z" },
{ url = "https://files.pythonhosted.org/packages/11/41/cc2d2cfbfbdc3126ba258f3cd27d1ac8a33492ae3c35a4583ee21f0ba7f1/aiohttp-3.14.0-cp313-cp313-ios_13_0_arm64_iphoneos.whl", hash = "sha256:3366751d68d237c621264233a32f3078bbc21b7904ab90a77e03d21390c742c6", size = 481670, upload-time = "2026-06-01T19:38:29.836Z" },
{ url = "https://files.pythonhosted.org/packages/3c/07/381f4023c3b08cb616e520f566d8c58957abad54e56441d41fe67cfb0195/aiohttp-3.14.0-cp313-cp313-ios_13_0_arm64_iphonesimulator.whl", hash = "sha256:57ea07d28695a7a40304d42251892a8df765e5588c10ee32afeddcd5df33c0a2", size = 487591, upload-time = "2026-06-01T19:38:31.704Z" },
{ url = "https://files.pythonhosted.org/packages/fb/4d/4506fdb7a022bdf70011a3bbb4ca00c5c570026ef6a3c5bd7bc70c39089c/aiohttp-3.14.0-cp313-cp313-ios_13_0_x86_64_iphonesimulator.whl", hash = "sha256:076cb014191ae2e65d949e1ad01f1dcfe33e32789b5172510f3e79c79fc04d50", size = 496503, upload-time = "2026-06-01T19:38:33.6Z" },
{ url = "https://files.pythonhosted.org/packages/ef/7d/c814111e04894a45d9e2defc94443879a6f118d9633d5fedfe6e2e8af5f0/aiohttp-3.14.0-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:2f3fc37054564dee64a855b5b092d87ec35dcddfaabf7dacb1c8a2b1f83dc0a9", size = 745870, upload-time = "2026-06-01T19:38:36.013Z" },
{ url = "https://files.pythonhosted.org/packages/c6/ee/80eee0efddfe187e7cd05027086b7ce1c0e492e82a4eda58f5c5543a44a0/aiohttp-3.14.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:8fcaef74d2ab0f607d7ff85a0d15e21bb5a258c4a58df1908396eb50d7f4ed3c", size = 505588, upload-time = "2026-06-01T19:38:38.282Z" },
{ url = "https://files.pythonhosted.org/packages/d6/f8/0f28f04eef75d52fc9c715dde7ce9c0abb810fd20cfeb0fea7afd2ab1e98/aiohttp-3.14.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:e4c01b0bfc6209590960e68eac083cd22d5d87c21f974dd6208cafa5d3542bc8", size = 504492, upload-time = "2026-06-01T19:38:40.611Z" },
{ url = "https://files.pythonhosted.org/packages/ff/db/44c755232085545065c94378dfce38641b1aee647f4939fcd32f5b32e719/aiohttp-3.14.0-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:f12eb7896e81caf403a2b18c9406426f1207361e7239c057ab29c076d4257e83", size = 1752111, upload-time = "2026-06-01T19:38:42.682Z" },
{ url = "https://files.pythonhosted.org/packages/5e/6a/42e030a46743841414402a3b00cd3d78419055e86c66fb5822c14b5abfc6/aiohttp-3.14.0-cp313-cp313-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:6c79a044cacf360ec46738d863d2f41c9300d2a06ef4a7402ea0df306a350e61", size = 1729674, upload-time = "2026-06-01T19:38:44.79Z" },
{ url = "https://files.pythonhosted.org/packages/34/26/3199beb415202e3108e7b83ecebe10914d806d33fb9860c3e4aa60a19be3/aiohttp-3.14.0-cp313-cp313-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:85e0675f47be4eff0636bf88c02140ea89168ae0df3ff1f3f464e9de9610d277", size = 1798808, upload-time = "2026-06-01T19:38:47.01Z" },
{ url = "https://files.pythonhosted.org/packages/bd/94/b9b6fcf0ee17c21d0d19fb8c22bf83ad18f82e702a9c3bd901a868f5e446/aiohttp-3.14.0-cp313-cp313-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:7b33e751cab03fdc960095b1e326cb5a03f5ee577d6ded59f3d1c100f8668882", size = 1891921, upload-time = "2026-06-01T19:38:49.233Z" },
{ url = "https://files.pythonhosted.org/packages/c5/a3/3800dbd095cb2bb165a7ea5d94d790914677e27f45638c7d80e3f34c8945/aiohttp-3.14.0-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:26d9224c6dd7f5c749aba4f61315a894601448b28d94d12f4dea0903e26d2096", size = 1777241, upload-time = "2026-06-01T19:38:52.04Z" },
{ url = "https://files.pythonhosted.org/packages/21/2a/45be91ad1b860508557448d4cc2e165a2ee68dd865657b73bf66cc5a00fb/aiohttp-3.14.0-cp313-cp313-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:6281aecdf2732940f4fe06bd6adec5ae4d59b78b080b8e3a6b81467301010988", size = 1579554, upload-time = "2026-06-01T19:38:54.508Z" },
{ url = "https://files.pythonhosted.org/packages/b4/3d/dc94df99ed1511fdf28314f722643ed334112643cab00223577085e788c4/aiohttp-3.14.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:23e8314e7aed8576fbe33314d218bd81447a3adbc91dc36f1163bf583cd3084c", size = 1714864, upload-time = "2026-06-01T19:38:56.788Z" },
{ url = "https://files.pythonhosted.org/packages/ae/e4/1f1c8acbb3acd5c8f795473b92c9c3d44eb60a5692c6104256c8a1c83a0c/aiohttp-3.14.0-cp313-cp313-musllinux_1_2_armv7l.whl", hash = "sha256:3b54fbff46127aeafdd764cecd0d99fa2f24a0e37ea5c18a7c3a4ac450df1db3", size = 1749803, upload-time = "2026-06-01T19:38:59.367Z" },
{ url = "https://files.pythonhosted.org/packages/0b/c8/c45ea6e7ed84cebba939b9c334498a045ba19d79c61b0110df5f21580de3/aiohttp-3.14.0-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:b27d89af91a555f58e08e4902dbcbc48862fd40095720ca705990476bd93b7ac", size = 1765023, upload-time = "2026-06-01T19:39:01.651Z" },
{ url = "https://files.pythonhosted.org/packages/a8/a1/a932941784432962fe390e1066823aaef64b4e5ac9fa595df57b5fe472a9/aiohttp-3.14.0-cp313-cp313-musllinux_1_2_riscv64.whl", hash = "sha256:25d2326a4967bf705a9f9913a13005e93b6020ad8a9f6bd6bd78850d5171332e", size = 1571671, upload-time = "2026-06-01T19:39:04.044Z" },
{ url = "https://files.pythonhosted.org/packages/b0/01/e1280feac522597a4d46eb67a0cdfa053cfae263033030b761ab146f29fb/aiohttp-3.14.0-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:a1d209375c503472b3c0a340cdf3c55fcd82e84b46dda7caeaced59faba373ec", size = 1789904, upload-time = "2026-06-01T19:39:06.294Z" },
{ url = "https://files.pythonhosted.org/packages/fa/10/ab28818262f4d26bdb47ed5f1fc7999b69e2fc6e0370b02d0f49011f45ea/aiohttp-3.14.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:666c7c5036df57b693026398b69b41874a1931ac5b3485fd910e57bfac253869", size = 1754516, upload-time = "2026-06-01T19:39:08.788Z" },
{ url = "https://files.pythonhosted.org/packages/af/cc/c122eabd7a1b7e0c9bbdd6be60e4715905b858399145d9df872bb94f1427/aiohttp-3.14.0-cp313-cp313-win32.whl", hash = "sha256:23f094a1ef64823fd35854ddf5c7a80a078162f37f9d2f7c6142b51a6affa456", size = 448656, upload-time = "2026-06-01T19:39:11.171Z" },
{ url = "https://files.pythonhosted.org/packages/41/a5/bab07d79848a00eedd8ed979ccb302aaea3ac6eb9fa16bd0ed87135869b4/aiohttp-3.14.0-cp313-cp313-win_amd64.whl", hash = "sha256:e03abdaa17d553f17e1d1d06bb266b3970106c78051d06795723e748d8e49d11", size = 475803, upload-time = "2026-06-01T19:39:13.439Z" },
{ url = "https://files.pythonhosted.org/packages/d1/a0/f03ade8566c153666a3871afccbedf6d99911da006325e1fc6cf72a2de99/aiohttp-3.14.0-cp313-cp313-win_arm64.whl", hash = "sha256:acdb400538cf4769543548bb5d1eb23d39bed4f96554a6078cb728c7cb2c268b", size = 443889, upload-time = "2026-06-01T19:39:15.945Z" },
{ url = "https://files.pythonhosted.org/packages/28/03/5f36ab196a88ba5e9648ae5643e6531e67a3a8c0e96f9c6510ff41540fec/aiohttp-3.14.0-cp314-cp314-android_24_arm64_v8a.whl", hash = "sha256:363ef9e91014e7891679bfb2ac0a7c6ea93435dbbfd10ecf41b9f06fcf506c5f", size = 503330, upload-time = "2026-06-01T19:39:18.195Z" },
{ url = "https://files.pythonhosted.org/packages/2c/ce/8b49ec2f30f68e02f314f4832186cd45e583360a5a386058be36855d23b6/aiohttp-3.14.0-cp314-cp314-android_24_x86_64.whl", hash = "sha256:884a4edbdad77be9d0ef36142c8b504351b170df0bf62b51e784fadabf311c42", size = 509822, upload-time = "2026-06-01T19:39:20.396Z" },
{ url = "https://files.pythonhosted.org/packages/1a/fe/6edbf5d39bf29322b6816365b17ed8ede4dace164a3aea1abcd30110eb78/aiohttp-3.14.0-cp314-cp314-ios_13_0_arm64_iphoneos.whl", hash = "sha256:70ea956f6cc4a37620966b56c2e205d88ca3e6d85ec063277e414b1035cddad3", size = 483329, upload-time = "2026-06-01T19:39:22.607Z" },
{ url = "https://files.pythonhosted.org/packages/1b/5a/fae531bdbc6456fb6241f46b7b81e4d8a0dd3fc09118a0055dc7141ac1ec/aiohttp-3.14.0-cp314-cp314-ios_13_0_arm64_iphonesimulator.whl", hash = "sha256:ea3b9806c89f61da22fddf1f12dd524fb368e5e28f1261fbdafe5c3cd8ce893b", size = 489502, upload-time = "2026-06-01T19:39:24.881Z" },
{ url = "https://files.pythonhosted.org/packages/36/f4/48a7b0414db7fed77a03d5dde34508c026afd83510ab6bca08c313855776/aiohttp-3.14.0-cp314-cp314-ios_13_0_x86_64_iphonesimulator.whl", hash = "sha256:a071be341c2bd9b0188e62d173509f024e0a35b1c342c53c50f8daaeda8c3bd8", size = 497357, upload-time = "2026-06-01T19:39:27.197Z" },
{ url = "https://files.pythonhosted.org/packages/75/75/e85a13a370acc007fca5feb1fd1b88ac2d8426e6dadd625479b7cadd55a3/aiohttp-3.14.0-cp314-cp314-macosx_10_15_universal2.whl", hash = "sha256:198cfe61bf253b19da1fb3e0fa122249dc4f14c12709493fed8054aa0411cc76", size = 750898, upload-time = "2026-06-01T19:39:29.563Z" },
{ url = "https://files.pythonhosted.org/packages/9e/e4/3d637f800c724eff0e2bed64df72557444482366fd0a35b0cec0e6968f6c/aiohttp-3.14.0-cp314-cp314-macosx_10_15_x86_64.whl", hash = "sha256:9dc203d6ce6b9106d54e2a93f41dfdfebfbca2d99962ba503bfd3e5921a6549e", size = 506986, upload-time = "2026-06-01T19:39:31.872Z" },
{ url = "https://files.pythonhosted.org/packages/1d/df/35161f3598bf7501d2b2a805b41ab4f45a2e34150c421bcb4ef8c0d281a7/aiohttp-3.14.0-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:9e19d17ab02bf16832a2c8c0d55a486792c5b1645665652ee9531aebcc30cb72", size = 508033, upload-time = "2026-06-01T19:39:34.137Z" },
{ url = "https://files.pythonhosted.org/packages/e5/39/b36e5d3d31e850fb4691dd3e941684ac490a2559249f6fa634b6b0fdf020/aiohttp-3.14.0-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:d925fba0c14d5b498a8028b0107beebdfd16c5d48d702ff54f879cb017aaaca3", size = 1746213, upload-time = "2026-06-01T19:39:36.654Z" },
{ url = "https://files.pythonhosted.org/packages/b1/28/24e1409e605a9aa5d84abe0e2acb365354b70ae56d40948101cabe3341ab/aiohttp-3.14.0-cp314-cp314-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:d33e61021222ce7f9792bcac870d6f58d8adfceda33ab857b01264f4560f2c5f", size = 1705862, upload-time = "2026-06-01T19:39:38.968Z" },
{ url = "https://files.pythonhosted.org/packages/8c/d0/e5eb3ff1daeaf644c7e36a957517672494122628e067c38b263fa04eda77/aiohttp-3.14.0-cp314-cp314-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:44eca38755d0105bb32f47d085f5dd449846a449e1245fc105889e3279dcf8e3", size = 1798909, upload-time = "2026-06-01T19:39:41.334Z" },
{ url = "https://files.pythonhosted.org/packages/d3/ba/8943f906f0570342886ababb9a722a44e360f786a028c5e0b0e29e3f735b/aiohttp-3.14.0-cp314-cp314-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:f13087e06f68fea4941c21a0c541c00553aa16e4f8fd7bbe2b198df761e964d6", size = 1868892, upload-time = "2026-06-01T19:39:43.807Z" },
{ url = "https://files.pythonhosted.org/packages/3a/05/27df32c844b2156e1675a8d8ec22d963e3c8ba469ed7ceb1863320c7b521/aiohttp-3.14.0-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:ff82be7f1ef73634cb77890a770743239bc3d487b848669be1c599889336dc0a", size = 1751659, upload-time = "2026-06-01T19:39:46.398Z" },
{ url = "https://files.pythonhosted.org/packages/7f/62/da182e5910ab912b2e88aa919b61a16046a37a95714a5795b02eb57b2d18/aiohttp-3.14.0-cp314-cp314-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:a150c0875ac8fd87f1c398650841308a30d65facf7416b12dbdb9cfdcbe5a48c", size = 1578775, upload-time = "2026-06-01T19:39:48.902Z" },
{ url = "https://files.pythonhosted.org/packages/66/e3/53c67097e8a5ce98625e91e3fa7f43c9c6940de680345d03b3509a72a078/aiohttp-3.14.0-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:edc01ea4e1ec5a1649a28866262bf24195889ff7b27bdd947029a6086741de9b", size = 1710090, upload-time = "2026-06-01T19:39:51.392Z" },
{ url = "https://files.pythonhosted.org/packages/dd/55/0e2732ca598c7a4dfe8a775662376d0ca2977cb1030e48386d4da5d9a456/aiohttp-3.14.0-cp314-cp314-musllinux_1_2_armv7l.whl", hash = "sha256:540632bf882ff8fc88f2e1697be0761578e89e0d79fb4a8a6d65dc5da7e729d4", size = 1715016, upload-time = "2026-06-01T19:39:53.807Z" },
{ url = "https://files.pythonhosted.org/packages/5a/96/f0b73730798c9ca525afc30b39f1f81bbe24e245d9654c54d3b39d63212d/aiohttp-3.14.0-cp314-cp314-musllinux_1_2_ppc64le.whl", hash = "sha256:860a86bc2c80237f5dff52edcf427e10a8d8352271fd84845429a3e60199e02c", size = 1763810, upload-time = "2026-06-01T19:39:56.31Z" },
{ url = "https://files.pythonhosted.org/packages/71/cc/11acb6c4518f448323405a7312b6f255d0f974a34373ad1db7633c4aadc8/aiohttp-3.14.0-cp314-cp314-musllinux_1_2_riscv64.whl", hash = "sha256:5cbd50e6a50d6b99283a826b18cbdebf65b0797689a7535cb0e9dd37be0f63c3", size = 1573064, upload-time = "2026-06-01T19:39:58.718Z" },
{ url = "https://files.pythonhosted.org/packages/de/2d/28c31dde0a7dc98c0ee7d0da2ddcec3f7688c4fc131e5989e278d0c03c0a/aiohttp-3.14.0-cp314-cp314-musllinux_1_2_s390x.whl", hash = "sha256:20144819e99db593e22bbd2f3f2691a5e149f879142d6b8670254708853ff4fb", size = 1775765, upload-time = "2026-06-01T19:40:01.195Z" },
{ url = "https://files.pythonhosted.org/packages/b8/69/155c4ef3aec96417d47024800472b33b16c5d8a665371dcd044c2afdf25d/aiohttp-3.14.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:26b6d79aa54cb4ed50cc7d41ed14e99e0f1fc8e7c2d42f2e05b37aea897b2b52", size = 1733716, upload-time = "2026-06-01T19:40:03.631Z" },
{ url = "https://files.pythonhosted.org/packages/5f/44/6126116fd8a316b712bb615660b855c78466bb67ba1bb1742427eafcf7ac/aiohttp-3.14.0-cp314-cp314-win32.whl", hash = "sha256:106ed074a856f3e21d186b8579e2c8afb6da598e267cdaab01059e13db2fc44d", size = 453684, upload-time = "2026-06-01T19:40:06.277Z" },
{ url = "https://files.pythonhosted.org/packages/a2/d7/eff4c58a88c5cac5e38b55f44fb8a6d3929c3cbd77356e383e094d3220bd/aiohttp-3.14.0-cp314-cp314-win_amd64.whl", hash = "sha256:4f770846edae8f00ecc57af825bce811f787f87a7dcf0e90d191790efe5b31f7", size = 481758, upload-time = "2026-06-01T19:40:08.653Z" },
{ url = "https://files.pythonhosted.org/packages/d7/ed/17b5bd9fbcb46e688f02e572f517754a9a75831e7b54702f027761dc4fa5/aiohttp-3.14.0-cp314-cp314-win_arm64.whl", hash = "sha256:acf1581c4f21ed4b80a2dded504d87b055a071a84d5737ea966435f768275ac6", size = 450557, upload-time = "2026-06-01T19:40:11.03Z" },
{ url = "https://files.pythonhosted.org/packages/12/34/6180103ce9aabc8ebff3f7bb55a1228ffe60f61042823031d9692cb7b101/aiohttp-3.14.0-cp314-cp314t-macosx_10_15_universal2.whl", hash = "sha256:6aa1a40f9cbb3da9f80714c5966b8946c21e6a2530d809b9498b33161e3c8733", size = 787878, upload-time = "2026-06-01T19:40:13.401Z" },
{ url = "https://files.pythonhosted.org/packages/92/e9/08954a40e8b7baa3d8beadd2b074b186e9b1e9c8ddabc288678a6265de50/aiohttp-3.14.0-cp314-cp314t-macosx_10_15_x86_64.whl", hash = "sha256:b62af5a8cc96a194eaa01a9ed7b34a3ffa58d3d8daaa1a0d7a749353ad12d228", size = 524400, upload-time = "2026-06-01T19:40:15.972Z" },
{ url = "https://files.pythonhosted.org/packages/08/6a/b5965a634ac4d5ba99a463314cf4ab214ca073fcdc38a15e0294273701fc/aiohttp-3.14.0-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:6eb63b1417efaf7d1002a6ad034a40d44376afcc16508a57f8e74b49ad26a095", size = 527904, upload-time = "2026-06-01T19:40:18.28Z" },
{ url = "https://files.pythonhosted.org/packages/06/b4/932bcdd850c354d9bcca30f360e475d7852e30413fbbd44b182782ed5432/aiohttp-3.14.0-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:c20b9ad156a79eb97be5cf9e069eec01d2f0dc8472ffbd75299a8b2d4c2cbbde", size = 1912162, upload-time = "2026-06-01T19:40:20.825Z" },
{ url = "https://files.pythonhosted.org/packages/c6/85/ce79bab0310d2e3fd2d7bc7e44412abeff7c8338f8a21dd0f2f1714989e5/aiohttp-3.14.0-cp314-cp314t-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:40ae7b0642c25632c7eabc4a04754012691864d2a1b93becf7cddb76027b838a", size = 1778813, upload-time = "2026-06-01T19:40:23.726Z" },
{ url = "https://files.pythonhosted.org/packages/05/54/ba62ac2d1bc87e010aad23751e383b8794e45d931df67677313a2da78823/aiohttp-3.14.0-cp314-cp314t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:95f5217e76a046b9f228a101717ef8d42b1eb3d9d196d15202db5bf41df88936", size = 1899969, upload-time = "2026-06-01T19:40:26.406Z" },
{ url = "https://files.pythonhosted.org/packages/dc/82/7cc7907725d83a19f31551334061e1ab8e108b1d7ac52632a2a844a4acb5/aiohttp-3.14.0-cp314-cp314t-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:1a4a9f17e85b80878c176695c1998c790e83731d8271881e5d356488652a1f9e", size = 1991771, upload-time = "2026-06-01T19:40:29.061Z" },
{ url = "https://files.pythonhosted.org/packages/d0/1c/a57de71a4508c93a830b77c28af3d08cd97f606dedfc6b94275347744508/aiohttp-3.14.0-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:145262119b07d7f95abc1839add35ba2bfc84551d4b4660ca11542c0b215455b", size = 1868606, upload-time = "2026-06-01T19:40:31.843Z" },
{ url = "https://files.pythonhosted.org/packages/9c/ae/3839726cd49150a53ed340cc24ce5ba09d4c2117020ef9d45542bec5eb2f/aiohttp-3.14.0-cp314-cp314t-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:49a33ded29b0b2fa7a367a02cf0fb89af602bb87542a16177ec8ce1c9c51d12a", size = 1665437, upload-time = "2026-06-01T19:40:35.01Z" },
{ url = "https://files.pythonhosted.org/packages/35/1e/c237923232c7da7f0392ea25d89fc5e60c0e93f685f4ebca8e7bcdd5271c/aiohttp-3.14.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:2cc736a9c9fc2bc4dd71fd404815741b6573df27c3f985948ec4076989ac57de", size = 1834090, upload-time = "2026-06-01T19:40:37.733Z" },
{ url = "https://files.pythonhosted.org/packages/98/02/a5a7a2524f92d3911761b405a7c067c751891942144adc13e2ad79611e39/aiohttp-3.14.0-cp314-cp314t-musllinux_1_2_armv7l.whl", hash = "sha256:b4141a3e5342ee3053a9cab54d25b64ed28289c1041e4c54b3d99839314d90ce", size = 1816907, upload-time = "2026-06-01T19:40:40.46Z" },
{ url = "https://files.pythonhosted.org/packages/fa/76/a8b9f0d09234d516af9f2d7dd715557f33b5da3b0b56ead41d1170e86e3c/aiohttp-3.14.0-cp314-cp314t-musllinux_1_2_ppc64le.whl", hash = "sha256:e30871b2d58996cb81aac52d2b1d15ac05257131ef0f90f18c2115a380fbfe7c", size = 1840382, upload-time = "2026-06-01T19:40:43.48Z" },
{ url = "https://files.pythonhosted.org/packages/c9/8e/140e715a0a4bbc211979ea30ec8396ad2ed5bf90ab87d8058fc4668b1923/aiohttp-3.14.0-cp314-cp314t-musllinux_1_2_riscv64.whl", hash = "sha256:667b881d083ccae3900ea5a241e17e5007ca78844c53ed389bb63d48f729d9c7", size = 1659497, upload-time = "2026-06-01T19:40:46.265Z" },
{ url = "https://files.pythonhosted.org/packages/10/c7/7ba5de8af9650b9767b063c675427b8685f43fa7ce563673a7bc3af60f08/aiohttp-3.14.0-cp314-cp314t-musllinux_1_2_s390x.whl", hash = "sha256:b584dfe615d151e9b8f0a8ecb3aee6147f2927ec5b95ba25fe621f5377510928", size = 1870829, upload-time = "2026-06-01T19:40:49.583Z" },
{ url = "https://files.pythonhosted.org/packages/cc/bc/2aaab2f85cadb26ea59c091fa2b8e370d625154b5c14b478f1b489d07551/aiohttp-3.14.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:6199707cc40e0e9cd39c36fbc97bec416c704e1d0ddce03412bb3b3e6a90ccd0", size = 1832281, upload-time = "2026-06-01T19:40:52.303Z" },
{ url = "https://files.pythonhosted.org/packages/39/98/31b9ad9fbc01f0075ee7221002df5fd2d10b647f451ca5f30edc802d9dd6/aiohttp-3.14.0-cp314-cp314t-win32.whl", hash = "sha256:a8d93334d4961c9d566b1f046c81dee475b7c21eb730728d38237bfa70d1c8e6", size = 490597, upload-time = "2026-06-01T19:40:54.937Z" },
{ url = "https://files.pythonhosted.org/packages/59/1f/299b21441c8de42ff70fddc7cfe65e92f810abcf740739a09b56f7835364/aiohttp-3.14.0-cp314-cp314t-win_amd64.whl", hash = "sha256:2d2ffe9b614f50f069068b3b52e73414e4107fc10b7efc939a76acff9251fdd2", size = 525789, upload-time = "2026-06-01T19:40:57.306Z" },
{ url = "https://files.pythonhosted.org/packages/70/11/7f83fcba9ee05d4c54d61b3f8104da0d43a59adac44dd28effc0c9a10422/aiohttp-3.14.0-cp314-cp314t-win_arm64.whl", hash = "sha256:7a3fc4358e65826c515350f199c210de747cf669998211b1ee6c2e46de364b24", size = 467399, upload-time = "2026-06-01T19:40:59.993Z" },
]
[[package]]
@ -698,55 +698,52 @@ wheels = [
[[package]]
name = "cryptography"
version = "48.0.1"
version = "49.0.0"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "cffi", marker = "platform_python_implementation != 'PyPy'" },
]
sdist = { url = "https://files.pythonhosted.org/packages/12/45/870e7f4bef50e5f53b9f51d4428aee5290eedf58ba443f16b1ebb7ab8e66/cryptography-48.0.1.tar.gz", hash = "sha256:266f4ee051abb2f725b74ef8072b521ce1feacf685a3364fa6a6b45548db791a", size = 832989, upload-time = "2026-06-09T22:32:31.8Z" }
sdist = { url = "https://files.pythonhosted.org/packages/1f/99/d1c90d6041656cc6ee229dc99cd67fd0cd5aec3c5f7d72fffc27cc750054/cryptography-49.0.0.tar.gz", hash = "sha256:f89660a348f4f78a92366240a61404e337586ef7f5909a2fef59ca88ef505493", size = 854345, upload-time = "2026-06-12T20:02:30.512Z" }
wheels = [
{ url = "https://files.pythonhosted.org/packages/1b/bc/ee4137cbbe105652c0ee4252792b78fc8e7afa4b8e61d9d5dc05a7f45731/cryptography-48.0.1-cp311-abi3-macosx_10_9_universal2.whl", hash = "sha256:3e4a1a3232eef2e6c732827d5722db29a0cc8b27af2a4d865b094cf954be9ca1", size = 8008324, upload-time = "2026-06-09T22:31:00.702Z" },
{ url = "https://files.pythonhosted.org/packages/d5/85/6379d42181bfc713094f081360fc5784d6c816b599d45e7f082502d173ce/cryptography-48.0.1-cp311-abi3-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:32143b24adb918f078134e1e230f1eb8cc04886b92c28b5f0041aaf3e5699225", size = 4696243, upload-time = "2026-06-09T22:32:33.446Z" },
{ url = "https://files.pythonhosted.org/packages/9c/87/c85d147b53323c7eb4d850920c8901377323c2a0ff8d79c262d4fee89aa2/cryptography-48.0.1-cp311-abi3-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:f0d27a5696721ef7a672b8c810f6aded391058e0b9486e63e6d93baf765da691", size = 4713235, upload-time = "2026-06-09T22:31:40.141Z" },
{ url = "https://files.pythonhosted.org/packages/79/58/67cbf8cf1ee7c54b439ca07bbecf8362c07afc11a3724fea70f745784add/cryptography-48.0.1-cp311-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:eb86ce1af36fe65041b6db9a8bb064ee621a7e5fded0f80d475ec243477cd242", size = 4702323, upload-time = "2026-06-09T22:31:42.191Z" },
{ url = "https://files.pythonhosted.org/packages/89/c6/24266ac10c47f6cd2a865f4446062b466da1d1f10b27189eac00e61bf0c9/cryptography-48.0.1-cp311-abi3-manylinux_2_28_ppc64le.whl", hash = "sha256:b024e784ad6c077ee0147b35ea9cbfc1e34e1fd4c1dcca214c2794d73a12df08", size = 5300085, upload-time = "2026-06-09T22:31:58.703Z" },
{ url = "https://files.pythonhosted.org/packages/d2/bb/cc4b78784f97efc8c5874c2a9743708d172be6663024b34a0467885ae0c8/cryptography-48.0.1-cp311-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:3752f2dbc8f07a30aad2932c986cea495b03bb554887828225da104f732852b6", size = 4746137, upload-time = "2026-06-09T22:31:31.01Z" },
{ url = "https://files.pythonhosted.org/packages/1f/52/0c44de3f5267f8fbe8e835138017522a333436166e406f0db9b9e6e3033f/cryptography-48.0.1-cp311-abi3-manylinux_2_31_armv7l.whl", hash = "sha256:bd81490cd5801d755cf97bb68ac191f14b708470b1c7cf4580f669b9c9264cd8", size = 4333867, upload-time = "2026-06-09T22:32:28.096Z" },
{ url = "https://files.pythonhosted.org/packages/9a/2e/772d7adbfa931537bc401640b7cac9976bff689bda187833e5d63b428e49/cryptography-48.0.1-cp311-abi3-manylinux_2_34_aarch64.whl", hash = "sha256:66fd0771e7b9c6dcd44cf1120690d2338d16d72795cf40cae2786a39eba65429", size = 4701805, upload-time = "2026-06-09T22:31:38.284Z" },
{ url = "https://files.pythonhosted.org/packages/f8/a3/b06844f303873493c963caf581c04df31c7035e0c1b0f02c4814d319ec80/cryptography-48.0.1-cp311-abi3-manylinux_2_34_ppc64le.whl", hash = "sha256:3fd2ca57062b241c856670b073487d2e86c4637937ca5601e48f97bf8e11fc8f", size = 5258461, upload-time = "2026-06-09T22:31:04.187Z" },
{ url = "https://files.pythonhosted.org/packages/9f/13/8b765e2e12b07c74941caadb9d1c8fdc006c4dfbf2b8f2d610519758954d/cryptography-48.0.1-cp311-abi3-manylinux_2_34_x86_64.whl", hash = "sha256:0ee6ea481db1ab889cba043ec1eda17bb9c1ea79db6722f779c3667f9f70322f", size = 4745488, upload-time = "2026-06-09T22:32:30.07Z" },
{ url = "https://files.pythonhosted.org/packages/2e/aa/48972bce55049b32a94f4907eda4d75fa385aad8a39506cc2fc72196ecf0/cryptography-48.0.1-cp311-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:f2ceef93cb096aa3c4cc4b5c94ca6131f9196d28c64d6111533402a9b2054d41", size = 4830256, upload-time = "2026-06-09T22:31:43.868Z" },
{ url = "https://files.pythonhosted.org/packages/47/a2/e5079a032fb85cf6005046ca92bbd78b0c82dad2b5751ab8c311659da06f/cryptography-48.0.1-cp311-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:9bd3f92d76217892b15df84ca256c2c113d386fdda7a7d8691aeeced976507c6", size = 4979117, upload-time = "2026-06-09T22:31:05.845Z" },
{ url = "https://files.pythonhosted.org/packages/b7/a0/8f50cae9c74e718ed769d63ed5c74bd0ea830c9550a74629cebd1b9c7bc7/cryptography-48.0.1-cp311-abi3-win32.whl", hash = "sha256:b9a32b876490d66c8bcc9963ef220199569748434ab01a9d6aaeabf88e7f5158", size = 3304154, upload-time = "2026-06-09T22:32:16.845Z" },
{ url = "https://files.pythonhosted.org/packages/c5/69/0572c77dbace6fef72f33755bd52ea399c71367250d366237f8691826b9e/cryptography-48.0.1-cp311-abi3-win_amd64.whl", hash = "sha256:39489bfca54c7a1f6b297efcd8bc608ab92d16c4ca631b0cad4da46724588b24", size = 3817138, upload-time = "2026-06-09T22:32:00.388Z" },
{ url = "https://files.pythonhosted.org/packages/42/06/3e768b4c3bc78201583fa35a0e18f640dd782ff41afba88f8545481a8874/cryptography-48.0.1-cp314-cp314t-macosx_10_9_universal2.whl", hash = "sha256:f817adc181390bd54f2f700107a7419040fb7c1bdf2fc26f36551a06a68c3345", size = 7989830, upload-time = "2026-06-09T22:31:07.8Z" },
{ url = "https://files.pythonhosted.org/packages/8a/13/6476736484b94041110c8340a3eb63962fea4975baea8cb4a512adb44d4d/cryptography-48.0.1-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:d5d30989c6917b478b5817902e85fddaea2261efa8648383d965381ccb9e1ac4", size = 4689201, upload-time = "2026-06-09T22:31:09.745Z" },
{ url = "https://files.pythonhosted.org/packages/79/62/65a87f34d2a431546e2509b85d55e8c90df86d668f6731da64d538512ac2/cryptography-48.0.1-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:df637c05205ea7c1d7fbcbe54bbfea648a52951155f997af13d895d0ecc96991", size = 4702822, upload-time = "2026-06-09T22:32:24.409Z" },
{ url = "https://files.pythonhosted.org/packages/7f/59/810b5204b0a9b10f4b6bc06bd551a8b609803cd931806bc3b71884b225e5/cryptography-48.0.1-cp314-cp314t-manylinux_2_28_aarch64.whl", hash = "sha256:869c3b8a53bfe27147832df48b32adadf558249d50e76cb3769d40e986b13265", size = 4694875, upload-time = "2026-06-09T22:32:08.737Z" },
{ url = "https://files.pythonhosted.org/packages/24/dc/d8ca05ffea724eec6d232ea6f18e74c269eb6bdfdcc9bfba689790d1325f/cryptography-48.0.1-cp314-cp314t-manylinux_2_28_ppc64le.whl", hash = "sha256:e361afba8918070d376df76f408a4f67fec0ee9cff81a99e48fe9a233ef59e17", size = 5290385, upload-time = "2026-06-09T22:31:15.212Z" },
{ url = "https://files.pythonhosted.org/packages/03/8c/3be6cb4da181f5bb6c19cf560c2359d60644a6b5fc5b57854e528f47b296/cryptography-48.0.1-cp314-cp314t-manylinux_2_28_x86_64.whl", hash = "sha256:d069066deead00ac7f090be101be875a06855908f7ec004c27b8fefb4acfb411", size = 4737082, upload-time = "2026-06-09T22:32:22.66Z" },
{ url = "https://files.pythonhosted.org/packages/aa/f6/d5f60a5a1434dbfd949e227fd0065d194c7e6b6ac526b17f5c06152b8231/cryptography-48.0.1-cp314-cp314t-manylinux_2_31_armv7l.whl", hash = "sha256:09f73a725d582cef64b91281a322cd798d14a33b2b6f2b7ad9531dc336d84c02", size = 4325328, upload-time = "2026-06-09T22:32:10.777Z" },
{ url = "https://files.pythonhosted.org/packages/17/b7/ba75dd947a14b6ad907b01ae8f6b5b348cdd1b48142f0063dee9e20c1d9d/cryptography-48.0.1-cp314-cp314t-manylinux_2_34_aarch64.whl", hash = "sha256:15254441469dd6bf027039453288e2072124f8b6603563f5d759e1c9b69273fa", size = 4694530, upload-time = "2026-06-09T22:31:53.105Z" },
{ url = "https://files.pythonhosted.org/packages/62/29/50d6b9e8aff12d8b67afaeb3569335e32dc83a5723e3bbded24fdac9f809/cryptography-48.0.1-cp314-cp314t-manylinux_2_34_ppc64le.whl", hash = "sha256:8ace4507d1e6533c125f4fac754f8bb8b6a74c08e92179dabd7e16571a3efbf3", size = 5245046, upload-time = "2026-06-09T22:31:25.774Z" },
{ url = "https://files.pythonhosted.org/packages/9f/04/618f4115cfc0add0838c82507aa18a346089428da8653ad38b3ff36f5cb3/cryptography-48.0.1-cp314-cp314t-manylinux_2_34_x86_64.whl", hash = "sha256:b4e391975f038e66432328639620a4aff2d307513b004f1ca06d6225bced815c", size = 4736660, upload-time = "2026-06-09T22:32:12.676Z" },
{ url = "https://files.pythonhosted.org/packages/24/9c/06e062462a0de28a3b3911322eded4c16deb9f441b1b7575d3dc59488ab5/cryptography-48.0.1-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:42fcd8e26fe555d9b3577a135f5091fefa0aa4e99129c23fb56787a1bd4ada72", size = 4822229, upload-time = "2026-06-09T22:31:17.062Z" },
{ url = "https://files.pythonhosted.org/packages/f4/be/0561971eaaee4b8a0e7d5113c536921063ab91aaf23278ac374eaf881e11/cryptography-48.0.1-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:c1400da5e32a43253392277eac7490a60e497d810a63dd5608d71bbd7af507c9", size = 4966364, upload-time = "2026-06-09T22:31:32.842Z" },
{ url = "https://files.pythonhosted.org/packages/a4/27/728c77876f12b000820b69ae490f3c4083775e79e07827e9e60be07ad209/cryptography-48.0.1-cp314-cp314t-win32.whl", hash = "sha256:0df56b056bc17c1b7d6821dfa65216e62bd232d8ab05eb3db44e71d235651471", size = 3278498, upload-time = "2026-06-09T22:31:29.154Z" },
{ url = "https://files.pythonhosted.org/packages/06/e3/79a612c6d7b1e6ee0edd43633d53035bec2cfb78c82b76f7864f39e36f34/cryptography-48.0.1-cp314-cp314t-win_amd64.whl", hash = "sha256:9de21387aa95e2a895823d0745b430bed4f33503ba9ab5e0b5311f33e37d66d2", size = 3798790, upload-time = "2026-06-09T22:31:56.697Z" },
{ url = "https://files.pythonhosted.org/packages/ca/6c/00fa2a95997164c8b2072ce327c23d4ab20809ccc323ea5fab91e53a4bba/cryptography-48.0.1-cp39-abi3-macosx_10_9_universal2.whl", hash = "sha256:4fdc69f8e4316bcf0c8c8ec1f26f285d12e8142d88d96c876a59a03be3f6ae67", size = 7987408, upload-time = "2026-06-09T22:32:20.777Z" },
{ url = "https://files.pythonhosted.org/packages/b0/d9/45f309a7e4e5f3f8f121d6d3be9e94024a7726ec598d6e08ae04edb2f04d/cryptography-48.0.1-cp39-abi3-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:48fe40804d4caa2288f24e70ca8c64c42dd826da0ad7e4f1b41b2128d679e6c8", size = 4690196, upload-time = "2026-06-09T22:31:54.74Z" },
{ url = "https://files.pythonhosted.org/packages/5f/9f/a1bc8bcc798811b8527eb374bbccf30a3f3e806829d967118222bf1125eb/cryptography-48.0.1-cp39-abi3-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:86be3b1b0b6bf09482fb50a979c508d2950ed95f5621ec77f4e385962006b83a", size = 4696782, upload-time = "2026-06-09T22:31:45.615Z" },
{ url = "https://files.pythonhosted.org/packages/66/c2/81a4fb4e4373c500bb526bc337ac5719dd31dd15b970b84a238168c6aa08/cryptography-48.0.1-cp39-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:4ab0a343c807bbcd90c971cd1ecf072937cd01847a9e002bef88fb47ac6be577", size = 4696618, upload-time = "2026-06-09T22:31:11.564Z" },
{ url = "https://files.pythonhosted.org/packages/e5/0b/aa68b221dde92d09cb29a024ede17550ee21e77a404e59fc093c82bb51e1/cryptography-48.0.1-cp39-abi3-manylinux_2_28_ppc64le.whl", hash = "sha256:9621de99d2da096006b629979efd8ae7eb2d8b822488d0c89ee4000c306c59b1", size = 5289970, upload-time = "2026-06-09T22:31:20.368Z" },
{ url = "https://files.pythonhosted.org/packages/78/13/fba657f958d2af66ea959a4ba01212632089249d34af1ae48054136344d7/cryptography-48.0.1-cp39-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:88c852a0ae366e262e5a1744b685e6a433dc8788dd2a277e418bf4904203609d", size = 4731873, upload-time = "2026-06-09T22:31:22.253Z" },
{ url = "https://files.pythonhosted.org/packages/4c/4c/9a964756d24a26b3e34dfcb16f961b89838786e6700b635b0d1e3adff4b6/cryptography-48.0.1-cp39-abi3-manylinux_2_31_armv7l.whl", hash = "sha256:43c5835e2cb98c8733d86f57d6fc879b613f5c3478607281c3e36daffc6dd8a6", size = 4330804, upload-time = "2026-06-09T22:31:36.56Z" },
{ url = "https://files.pythonhosted.org/packages/4b/0f/a10f3a6eb12950a10e3a874070283aa2dd5875b2bfd15fad8a3e17b3f13e/cryptography-48.0.1-cp39-abi3-manylinux_2_34_aarch64.whl", hash = "sha256:fe0180af5bf9236518a087e35bf2d9a347d5f5f51e63c579d683ddff424e3d46", size = 4696217, upload-time = "2026-06-09T22:31:13.351Z" },
{ url = "https://files.pythonhosted.org/packages/f3/6f/5cd12f951165ea73ef85266775d97e4c763b2474ccfd816dd69d3a18d6f8/cryptography-48.0.1-cp39-abi3-manylinux_2_34_ppc64le.whl", hash = "sha256:b7a2d1a937a738a881737cec135a38bb61470589b17515b9f73f571d0ae10401", size = 5245252, upload-time = "2026-06-09T22:32:02.193Z" },
{ url = "https://files.pythonhosted.org/packages/68/ab/8aaa12e4516ec4464033ab79b6f3b592bd5a92102467c4ace8a0d970203f/cryptography-48.0.1-cp39-abi3-manylinux_2_34_x86_64.whl", hash = "sha256:b74ca3b8e5ecdd833bf6a002ca41b4793bb27fb8f1c06ffaf2643c9e9140e31b", size = 4731388, upload-time = "2026-06-09T22:32:04.019Z" },
{ url = "https://files.pythonhosted.org/packages/1b/24/50027ea4dca85ec1f40688f3c24fb32ccacd520583c9592c3cc95628e6fb/cryptography-48.0.1-cp39-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:2c37f2461406063b417837f5f3daab668652acd82423efcd7f0a9f04be972de1", size = 4824186, upload-time = "2026-06-09T22:32:18.707Z" },
{ url = "https://files.pythonhosted.org/packages/52/41/04cb5eb17085ade6f50cc611fb657df6a0f5885350de8764ece89c050197/cryptography-48.0.1-cp39-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:86fe77abb1bd87afb251d4d02ada7ecf53a32cee9b67d976abb2e45a13297475", size = 4964539, upload-time = "2026-06-09T22:31:18.793Z" },
{ url = "https://files.pythonhosted.org/packages/36/bf/ed70785c496e89d7e73b7cda2d21f2447fd6d4e821714b8d04ff217fed92/cryptography-48.0.1-cp39-abi3-win32.whl", hash = "sha256:6b2c0c3e6ccf3ade7750f836ef3ee36eea250cc467d45c256895573ac08cc6f1", size = 3282307, upload-time = "2026-06-09T22:30:53.162Z" },
{ url = "https://files.pythonhosted.org/packages/b3/ff/371ea7d252656ee1eb6d83eeeef3d1d0c6baf1d6497687d081ea03814670/cryptography-48.0.1-cp39-abi3-win_amd64.whl", hash = "sha256:9a49ca6c81417f6a5edb50375a60cccdd70fa0a91a5211829dbea74eba94d2ac", size = 3793408, upload-time = "2026-06-09T22:32:15.191Z" },
{ url = "https://files.pythonhosted.org/packages/9b/22/adf66990e63584a68dfb50c24f48a125c07b1699899381c8151e63ed458c/cryptography-49.0.0-cp311-abi3-macosx_11_0_arm64.whl", hash = "sha256:966fe0e9c67490071f14c0d2b1cb2dfb3023c5ce39457343931415f08382f2db", size = 4032100, upload-time = "2026-06-12T20:02:32.143Z" },
{ url = "https://files.pythonhosted.org/packages/09/41/3797cfaf69cae04a13ee78ebd83f0678d9c02b4779d21ce24445326f1a69/cryptography-49.0.0-cp311-abi3-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:36d1709f992593689b45bda411498d62c6e365f2ca00b84657d4dadd24de16db", size = 4692978, upload-time = "2026-06-12T20:01:21.305Z" },
{ url = "https://files.pythonhosted.org/packages/e6/8b/43011f7ebe515a8aa20d61f290a326cd890c2e738e16e59eaff8d9c3a412/cryptography-49.0.0-cp311-abi3-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:0e959b578856a3924bc0cbb710fc12c387b9412a951389f3ca61704a9e25f325", size = 4716422, upload-time = "2026-06-12T20:01:48.566Z" },
{ url = "https://files.pythonhosted.org/packages/4a/91/01ce7303a4579e6d3a6abef01bd322848e9ea7a219adcabc5048b9033571/cryptography-49.0.0-cp311-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:53ecee2e23f7169b6117e99fc8a944e5e50f79e69758a83b52a00cb98ab2b2d2", size = 4700503, upload-time = "2026-06-12T20:02:47.091Z" },
{ url = "https://files.pythonhosted.org/packages/62/99/a2c95cf8293f07491e9e27c20cc4dcd18176d944e674679adeb1d0173fd6/cryptography-49.0.0-cp311-abi3-manylinux_2_28_ppc64le.whl", hash = "sha256:2eda353d8a27bcbcaa4cbed18994a74ab4d19a2ca897db188ea269ab9b71419b", size = 5309779, upload-time = "2026-06-12T20:02:08.987Z" },
{ url = "https://files.pythonhosted.org/packages/20/2c/0622f20ff02b2ef32558733443805dc82fd4c275be01b2d19d14676f3a1b/cryptography-49.0.0-cp311-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:2afe9051da7ae7bd5905da5a949280c7d2bb75682e188f650a9d0f2756b834c6", size = 4749683, upload-time = "2026-06-12T20:02:03.335Z" },
{ url = "https://files.pythonhosted.org/packages/a3/5b/c5246635d5fd3b64e0d45ae10e99fd32fe9676a79915ccfe5a61ba9af1a5/cryptography-49.0.0-cp311-abi3-manylinux_2_31_armv7l.whl", hash = "sha256:0b82e28ee398a386f0807bba7884d30f25218855690f45115831bcce5d90822c", size = 4337874, upload-time = "2026-06-12T20:02:54.323Z" },
{ url = "https://files.pythonhosted.org/packages/6d/88/05563c7fe2e914e87d1a536d06fe83e66b4e1d95cb593e05aea375531da8/cryptography-49.0.0-cp311-abi3-manylinux_2_34_aarch64.whl", hash = "sha256:ccac2bfebc306b862133e3bb71f3f6ee8bb525240089b2d952e4144b3a6d5da7", size = 4700283, upload-time = "2026-06-12T20:01:34.822Z" },
{ url = "https://files.pythonhosted.org/packages/c4/b6/d7696e4e890d6ae1469935164c9e5215c557671cb78d6e3f458ccceaa632/cryptography-49.0.0-cp311-abi3-manylinux_2_34_ppc64le.whl", hash = "sha256:d0527ce944105f257f605a827d6ebead966c752038b6e8656abb9c5edee6fc68", size = 5265844, upload-time = "2026-06-12T20:01:24.09Z" },
{ url = "https://files.pythonhosted.org/packages/a9/3c/f3ad17eecc1a57b0ba236dc01f90e783c51f4a2f35f64777cc4f47a184b2/cryptography-49.0.0-cp311-abi3-manylinux_2_34_x86_64.whl", hash = "sha256:cbc77da8c523d5abd028635ba850a6966fcee2c82e2bf65a41d1d8afe0f98be9", size = 4749290, upload-time = "2026-06-12T20:01:30.848Z" },
{ url = "https://files.pythonhosted.org/packages/4f/01/339573cf1023163a400b0b5d16f6d507de413b9f60be6fd1b77feeaf6737/cryptography-49.0.0-cp311-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:b87e65d263b3e5d3bb92a57e2a6638e2f31110fa7aa890c7b2dbba42248d0a3f", size = 4834612, upload-time = "2026-06-12T20:01:29.246Z" },
{ url = "https://files.pythonhosted.org/packages/71/fd/577302e213a1be9468f92d1afef66fcf1ef83d516819d9992ca547f592bd/cryptography-49.0.0-cp311-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:66ec79c3904820572d7e987abdf304281f141d37ad9a489b8e97066e7b9b6459", size = 4980804, upload-time = "2026-06-12T20:01:42.853Z" },
{ url = "https://files.pythonhosted.org/packages/1f/09/f42b1d190c5ba75f72062a387f8030d1d75f6ab035788f1d9c4b01de6525/cryptography-49.0.0-cp311-abi3-win_amd64.whl", hash = "sha256:e5dfc1e64de5677cec922ffa8da89c546d0415bf6efdf081842e5d44c84e1f0e", size = 3810026, upload-time = "2026-06-12T20:02:39.262Z" },
{ url = "https://files.pythonhosted.org/packages/ec/9e/db72b3ae7fc9cfad53e630e56c6ae83b9b6ff0bf3718ffb8012d20b3aabf/cryptography-49.0.0-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:73a205dce83953d131a4aa1e0fd917a2fd1c5b1eef251e9d7152efefcbf5caf7", size = 4013892, upload-time = "2026-06-12T20:02:10.735Z" },
{ url = "https://files.pythonhosted.org/packages/86/12/c48a424f38db03027be9f7ed5c7dc5de9933dbee992865f98b13727a009d/cryptography-49.0.0-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:196ecd6a36e4e9aa10270393bb98d8df88fccee0bf1e5128b91ae4eb4375896d", size = 4678835, upload-time = "2026-06-12T20:02:48.743Z" },
{ url = "https://files.pythonhosted.org/packages/68/28/8a3ad4653662c93fc44dc4e5d8fd374c25c42e07b34bbfbadf49cf57a5a8/cryptography-49.0.0-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:7abcee80084cda3f7691f3eb1ce480d8df49cec637b429aa35986c1de71738aa", size = 4697239, upload-time = "2026-06-12T20:02:56.03Z" },
{ url = "https://files.pythonhosted.org/packages/a8/b2/2193fc74f81aee4f9b62733133b73b5176718932ed8f2e4b03fa040480a6/cryptography-49.0.0-cp314-cp314t-manylinux_2_28_aarch64.whl", hash = "sha256:4ae387c9cb68ea569ca17e490d66d8142b81c3cc814bf179974b7d146e490bbb", size = 4685593, upload-time = "2026-06-12T20:02:50.666Z" },
{ url = "https://files.pythonhosted.org/packages/47/f1/1d3eaa243bfc5de4a187b22aa8c048b3e4980bfbe830ac46e6bac2e66947/cryptography-49.0.0-cp314-cp314t-manylinux_2_28_ppc64le.whl", hash = "sha256:f37d847238971164fdbc68ade6f6574aecc9c0af714190e2083429ff68f4ce9d", size = 5289961, upload-time = "2026-06-12T20:01:46.468Z" },
{ url = "https://files.pythonhosted.org/packages/58/39/2d51306721330c486495853eda1c567880ff036de15a14c4b74f399934af/cryptography-49.0.0-cp314-cp314t-manylinux_2_28_x86_64.whl", hash = "sha256:c2bc30226390d60ea19d9f82b19db005fe0452154a23c1c410c12ea801e43561", size = 4731145, upload-time = "2026-06-12T20:02:16.832Z" },
{ url = "https://files.pythonhosted.org/packages/17/50/983e838c7fd0d87fd8c969bcdd328edaf5f756e38df5281637424c155873/cryptography-49.0.0-cp314-cp314t-manylinux_2_31_armv7l.whl", hash = "sha256:07cab27cc7b7e0fd28e5e26bb9eeedde5c135c868b46de4a27845abe94af6122", size = 4321719, upload-time = "2026-06-12T20:02:52.611Z" },
{ url = "https://files.pythonhosted.org/packages/a7/f5/8f571d7e27c55bce9f76f026143bcb1e040a4233149ecca0bea5fa5dd5f7/cryptography-49.0.0-cp314-cp314t-manylinux_2_34_aarch64.whl", hash = "sha256:b20133d204d2bb56ba047642199603876c872026ca53e79c35b83772ab2cc505", size = 4685209, upload-time = "2026-06-12T20:02:07.282Z" },
{ url = "https://files.pythonhosted.org/packages/e7/84/0e27016a6fc5a0886f797018b26aa42f40c09a82332bff77822a451deaaa/cryptography-49.0.0-cp314-cp314t-manylinux_2_34_ppc64le.whl", hash = "sha256:b970c6da94d5bb18629db453d14f2a1300f6bf59b61e9b82377931ef95504866", size = 5246285, upload-time = "2026-06-12T20:01:32.439Z" },
{ url = "https://files.pythonhosted.org/packages/11/2d/5e1fb307cb5931881516b464c98774b3f2c36b5d4bb9a2830253cf553cad/cryptography-49.0.0-cp314-cp314t-manylinux_2_34_x86_64.whl", hash = "sha256:d8ecde755e2e91bf773fc94e8c9d730cd7f2007004cb492263a794ec3899a1c8", size = 4730441, upload-time = "2026-06-12T20:02:01.469Z" },
{ url = "https://files.pythonhosted.org/packages/e4/c0/bff5a02ee731d207d6a1ed51732549d8c53d2bc8da1d10ec6f2844201d68/cryptography-49.0.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:e3fb64c420688e5319ae25113a354015abbd8dffbfbc41781a1ea66fc7622ac3", size = 4815869, upload-time = "2026-06-12T20:01:36.574Z" },
{ url = "https://files.pythonhosted.org/packages/b9/26/814681d14248d95d73d5c3eea0c39a94eb8302df966f670a2c60de90974b/cryptography-49.0.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:32703d93296f5c1f4b53349ad3a250c2cae0fdecd3a3dd5d47e616d8d616af27", size = 4960948, upload-time = "2026-06-12T20:02:18.688Z" },
{ url = "https://files.pythonhosted.org/packages/4c/fe/93ecac273d3738939d023612ad12cca9a3740a5345d69fda04134c43fd96/cryptography-49.0.0-cp314-cp314t-win_amd64.whl", hash = "sha256:33cd0565932807baddb67b96dbee92f2c374b5c89dee09fd74079aeb8c8dba61", size = 3799153, upload-time = "2026-06-12T20:01:39.059Z" },
{ url = "https://files.pythonhosted.org/packages/19/2a/5bb823f5bedcf80718cea7fbc95ec5515cca3769633c4b01a32be7f30e7c/cryptography-49.0.0-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:ec5e529fb80935c94fe7b729f9972b50e351a0e6b50aa294fd5cabb109fcc29a", size = 4025947, upload-time = "2026-06-12T20:01:25.745Z" },
{ url = "https://files.pythonhosted.org/packages/3d/df/40577043ca124e17012f408ddddaeb213b856336ac82ddb3bc915f39e29f/cryptography-49.0.0-cp39-abi3-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:f78ff2c9ed8dc2d036b0f4d640e22522213d047c1b14e61205a7e55c80a494d4", size = 4692429, upload-time = "2026-06-12T20:01:53.628Z" },
{ url = "https://files.pythonhosted.org/packages/2c/99/2d13299eb3dd27b02dcfaafcc91d6b5cb3329f7cbd6d8f51921acd566c1a/cryptography-49.0.0-cp39-abi3-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:35b151772baff2c74cba7fa290ceaff4c3b11c0c881eb93eb5dbc05a7cfbba18", size = 4700968, upload-time = "2026-06-12T20:02:45.383Z" },
{ url = "https://files.pythonhosted.org/packages/a5/4d/9c0cd02f95e2602dd5e563da149ee0830abef3537be8b34dc56281ebe27a/cryptography-49.0.0-cp39-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:0f21641cf4b30fca7aee061ced0ec7ad7b073518088b7c9969a297c0ae796c69", size = 4697758, upload-time = "2026-06-12T20:01:41.13Z" },
{ url = "https://files.pythonhosted.org/packages/24/01/186c825898477d77e2324d5360fefe622ff1d8d1963ec0554e2cada8ec77/cryptography-49.0.0-cp39-abi3-manylinux_2_28_ppc64le.whl", hash = "sha256:9e82dcc8e56052715fb18b2429e3bca4823b1629136a2084fc45a9a5cecb9b64", size = 5298863, upload-time = "2026-06-12T20:02:24.579Z" },
{ url = "https://files.pythonhosted.org/packages/b8/7b/62cbbab75d0659865bf0273790031544a0b16c8072d258f9428dcd8190dc/cryptography-49.0.0-cp39-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:6f2debedf9ca60cf1d5bd466475638af5130f89965605cd818484d19987d3a21", size = 4735983, upload-time = "2026-06-12T20:01:50.14Z" },
{ url = "https://files.pythonhosted.org/packages/6c/72/3e798c064bc39e471008075d0f9bc9daf77a80879c092e4a8e170c585ed4/cryptography-49.0.0-cp39-abi3-manylinux_2_31_armv7l.whl", hash = "sha256:8c25ceb16df5b9435f3f6a9829204985b0e0cbee3b48aacd432c7d2c850b44d9", size = 4334173, upload-time = "2026-06-12T20:01:44.743Z" },
{ url = "https://files.pythonhosted.org/packages/f0/ee/6fca21d1ac73e06f8bef71940abfd4d2f6472b4bca284d770f32bd4086f6/cryptography-49.0.0-cp39-abi3-manylinux_2_34_aarch64.whl", hash = "sha256:28d8b15e6275f12c8a207dc309dfa957903c927d08d0cc937ee3f63f200693cc", size = 4697298, upload-time = "2026-06-12T20:02:20.918Z" },
{ url = "https://files.pythonhosted.org/packages/67/d0/a5fcd3515f0bae49a7b6d0413cc1bdccdcc1fc0047037a0d480642cdc5d6/cryptography-49.0.0-cp39-abi3-manylinux_2_34_ppc64le.whl", hash = "sha256:6fc361c34fb6aac015ce19435876635e5c6d21db31998b0920f675f131e043b8", size = 5254338, upload-time = "2026-06-12T20:02:22.737Z" },
{ url = "https://files.pythonhosted.org/packages/a0/84/84fe36f19caf857d61cb7fc9c63035a47ffabd84ea12d1d393148efa3615/cryptography-49.0.0-cp39-abi3-manylinux_2_34_x86_64.whl", hash = "sha256:2400ef9c9e2299a25614eb1dea3db54a69b1349efd043bfac9c67630d136df36", size = 4735650, upload-time = "2026-06-12T20:02:41.389Z" },
{ url = "https://files.pythonhosted.org/packages/6c/a0/db537264e234f7273a73ec020873d6d6b39dfd8a53db78b550ca8320440e/cryptography-49.0.0-cp39-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:67e1d20ad9ef3a563c59ef22e7a8a0b8210bd26604369ea4a30a7c66aefe504e", size = 4834820, upload-time = "2026-06-12T20:01:51.847Z" },
{ url = "https://files.pythonhosted.org/packages/93/77/8df9eb486495979bccecd1062e2eaf435250e84437040295b57d09048b0b/cryptography-49.0.0-cp39-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:42b0684e0e40cf26122427802486f6d93aea593612603a94fbf260c7eb1e9c1b", size = 4967968, upload-time = "2026-06-12T20:02:12.524Z" },
{ url = "https://files.pythonhosted.org/packages/c2/e6/f60198ea8d9dfa15fff9ed4ca02ce362f6eadd9ba757dcc50634c4257b63/cryptography-49.0.0-cp39-abi3-win_amd64.whl", hash = "sha256:026ac7423e6fa66872d3bf889be5974507da3944f866f704fa200eadacd00001", size = 3785547, upload-time = "2026-06-12T20:02:26.847Z" },
]
[[package]]
@ -794,6 +791,9 @@ discord = [
postgres = [
{ name = "deerflow-harness", extra = ["postgres"] },
]
redis = [
{ name = "deerflow-harness", extra = ["redis"] },
]
[package.dev-dependencies]
dev = [
@ -801,6 +801,7 @@ dev = [
{ name = "prompt-toolkit" },
{ name = "pytest" },
{ name = "pytest-asyncio" },
{ name = "redis" },
{ name = "ruff" },
{ name = "textual" },
]
@ -810,6 +811,7 @@ requires-dist = [
{ name = "bcrypt", specifier = ">=4.0.0" },
{ name = "deerflow-harness", editable = "packages/harness" },
{ name = "deerflow-harness", extras = ["postgres"], marker = "extra == 'postgres'", editable = "packages/harness" },
{ name = "deerflow-harness", extras = ["redis"], marker = "extra == 'redis'", editable = "packages/harness" },
{ name = "dingtalk-stream", specifier = ">=0.24.3" },
{ name = "discord-py", marker = "extra == 'discord'", specifier = ">=2.7.0" },
{ name = "e2b-code-interpreter", specifier = ">=2.8.1" },
@ -827,7 +829,7 @@ requires-dist = [
{ name = "uvicorn", extras = ["standard"], specifier = ">=0.34.0" },
{ name = "wecom-aibot-python-sdk", specifier = ">=0.1.6" },
]
provides-extras = ["postgres", "discord"]
provides-extras = ["postgres", "redis", "discord"]
[package.metadata.requires-dev]
dev = [
@ -835,6 +837,7 @@ dev = [
{ name = "prompt-toolkit", specifier = ">=3.0.0" },
{ name = "pytest", specifier = ">=9.0.3" },
{ name = "pytest-asyncio", specifier = ">=1.3.0" },
{ name = "redis", specifier = ">=5.0.0" },
{ name = "ruff", specifier = ">=0.14.11" },
{ name = "textual", specifier = ">=0.80" },
]
@ -893,6 +896,9 @@ postgres = [
pymupdf = [
{ name = "pymupdf4llm" },
]
redis = [
{ name = "redis" },
]
tui = [
{ name = "textual" },
]
@ -936,12 +942,13 @@ requires-dist = [
{ name = "pymupdf4llm", marker = "extra == 'pymupdf'", specifier = ">=0.0.17" },
{ name = "pyyaml", specifier = ">=6.0.3" },
{ name = "readabilipy", specifier = ">=0.3.0" },
{ name = "redis", marker = "extra == 'redis'", specifier = ">=5.0.0" },
{ name = "sqlalchemy", extras = ["asyncio"], specifier = ">=2.0,<3.0" },
{ name = "tavily-python", specifier = ">=0.7.17" },
{ name = "textual", marker = "extra == 'tui'", specifier = ">=0.80" },
{ name = "tiktoken", specifier = ">=0.8.0" },
]
provides-extras = ["tui", "groundroute", "ollama", "postgres", "pymupdf"]
provides-extras = ["redis", "tui", "groundroute", "ollama", "postgres", "pymupdf"]
[[package]]
name = "defusedxml"
@ -1945,14 +1952,14 @@ wheels = [
[[package]]
name = "langchain-protocol"
version = "0.0.17"
version = "0.0.18"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "typing-extensions" },
]
sdist = { url = "https://files.pythonhosted.org/packages/44/b3/4e2429876c7a35585618caa2b9f9089f7162a6b50562b614ad82ac11c17e/langchain_protocol-0.0.17.tar.gz", hash = "sha256:e7cbe58c205df4b4fd87dc6d5bb23f10e13b236d0e2e1b0b9d05bc2b648f3eea", size = 6026, upload-time = "2026-06-12T18:39:51.923Z" }
sdist = { url = "https://files.pythonhosted.org/packages/d2/59/b5959aea96faa9146e2e49a7a22882b3528c62efafe9a6a95beab30c2305/langchain_protocol-0.0.18.tar.gz", hash = "sha256:ec3e11782f1ed0c9db38e5a9ed01b0e7a0d3fba406faa8aef6594b73c56a63e6", size = 6150, upload-time = "2026-06-18T17:08:26.959Z" }
wheels = [
{ url = "https://files.pythonhosted.org/packages/13/0a/a1bfe72c6ec856e99773bbd96c8086421e554b3693d0142b9ea009c6ac92/langchain_protocol-0.0.17-py3-none-any.whl", hash = "sha256:982a08fe152586ed10d4ff3d538c2e0b5766e5f307cdea325e10be3f2c17cae6", size = 7096, upload-time = "2026-06-12T18:39:50.973Z" },
{ url = "https://files.pythonhosted.org/packages/99/2e/d82db9eec13ad0f72e7aaad5c4bc730ab111934fdc83c85523206eb9b0a0/langchain_protocol-0.0.18-py3-none-any.whl", hash = "sha256:70b53a86fbf9cedc863555effe44da192ab02d556ddbf2cf95b8873adcf41b5a", size = 7221, upload-time = "2026-06-18T17:08:25.996Z" },
]
[[package]]
@ -2138,7 +2145,7 @@ wheels = [
[[package]]
name = "langsmith"
version = "0.8.18"
version = "0.8.0"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "httpx" },
@ -2148,13 +2155,12 @@ dependencies = [
{ name = "requests" },
{ name = "requests-toolbelt" },
{ name = "uuid-utils" },
{ name = "websockets" },
{ name = "xxhash" },
{ name = "zstandard" },
]
sdist = { url = "https://files.pythonhosted.org/packages/9a/d9/a6681aa9847bbbc5ec21abe20a5e233b94e5edcfe39624db607ac7e8ccb4/langsmith-0.8.18.tar.gz", hash = "sha256:32dde9c0e67e053e0fb738921fc8ced768af7b8fa83d7a0e3fd63597cf8776dd", size = 4526988, upload-time = "2026-06-19T13:12:17.123Z" }
sdist = { url = "https://files.pythonhosted.org/packages/a8/64/95f1f013531395f4e8ed73caeee780f65c7c58fe028cb543f8937b45611b/langsmith-0.8.0.tar.gz", hash = "sha256:59fe5b2a56bbbe14a08aa76691f84b49e8675dd21e11b57d80c6db8c08bac2e3", size = 4432996, upload-time = "2026-04-30T22:13:07.341Z" }
wheels = [
{ url = "https://files.pythonhosted.org/packages/03/70/0e0cc80a3b064c8d6c8d697c3125ed86e39d5a7393ec6dc8b07cb1cf13c4/langsmith-0.8.18-py3-none-any.whl", hash = "sha256:3940183349993faef48e6c7d08e4822ee9cefd906b362d0e3c2d650314d2f282", size = 508108, upload-time = "2026-06-19T13:12:15.348Z" },
{ url = "https://files.pythonhosted.org/packages/f3/e1/a4be2e696c9473bb53298df398237da5674704d781d4b748ed35aeef592a/langsmith-0.8.0-py3-none-any.whl", hash = "sha256:12cc4bc5622b835a6d841964d6034df3617bdb912dae0c1381fd0a68a9b3a3ef", size = 393268, upload-time = "2026-04-30T22:13:05.56Z" },
]
[package.optional-dependencies]
@ -2511,16 +2517,16 @@ wheels = [
[[package]]
name = "msal"
version = "1.36.0"
version = "1.37.0"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "cryptography" },
{ name = "pyjwt", extra = ["crypto"] },
{ name = "requests" },
]
sdist = { url = "https://files.pythonhosted.org/packages/de/cb/b02b0f748ac668922364ccb3c3bff5b71628a05f5adfec2ba2a5c3031483/msal-1.36.0.tar.gz", hash = "sha256:3f6a4af2b036b476a4215111c4297b4e6e236ed186cd804faefba23e4990978b", size = 174217, upload-time = "2026-04-09T10:20:33.525Z" }
sdist = { url = "https://files.pythonhosted.org/packages/9a/99/d840198ecf6e8057bbc937f129ae940404485d736cda73253bbff9537f01/msal-1.37.0.tar.gz", hash = "sha256:1b1672a33ee467c1d70b341bb16cafd51bb3c817147a95b93263794b03971bec", size = 182444, upload-time = "2026-05-29T19:49:05.561Z" }
wheels = [
{ url = "https://files.pythonhosted.org/packages/2a/d3/414d1f0a5f6f4fe5313c2b002c54e78a3332970feb3f5fed14237aa17064/msal-1.36.0-py3-none-any.whl", hash = "sha256:36ecac30e2ff4322d956029aabce3c82301c29f0acb1ad89b94edcabb0e58ec4", size = 121547, upload-time = "2026-04-09T10:20:32.336Z" },
{ url = "https://files.pythonhosted.org/packages/94/b0/d807279f4b55d16d1f120d5ac4344c6e39b56732e2a224d40bded7fd67ad/msal-1.37.0-py3-none-any.whl", hash = "sha256:dd17e95a7c71bce75e8108113438ba7c4a086b3bcad4f57a8c09b7af3d753c2d", size = 123725, upload-time = "2026-05-29T19:49:04.335Z" },
]
[[package]]
@ -3530,16 +3536,16 @@ wheels = [
[[package]]
name = "pydantic-settings"
version = "2.14.2"
version = "2.14.0"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "pydantic" },
{ name = "python-dotenv" },
{ name = "typing-inspection" },
]
sdist = { url = "https://files.pythonhosted.org/packages/5c/b5/8f48e906c3e0205276e8bd8cb7512217a87b2685304d64be27cad5b3019f/pydantic_settings-2.14.2.tar.gz", hash = "sha256:c19dd64b19097f1de80184f0cc7b0272a13ae6e170cbf240a3e27e381ed14a5f", size = 237700, upload-time = "2026-06-19T13:44:56.324Z" }
sdist = { url = "https://files.pythonhosted.org/packages/42/98/c8345dccdc31de4228c039a98f6467a941e39558da41c1744fbe29fa5666/pydantic_settings-2.14.0.tar.gz", hash = "sha256:24285fd4b0e0c06507dd9fdfd331ee23794305352aaec8fc4eb92d4047aeb67d", size = 235709, upload-time = "2026-04-20T13:37:40.293Z" }
wheels = [
{ url = "https://files.pythonhosted.org/packages/77/c1/6e422f34e569cf8e18df68d1939c81c099d2b61e4f7d9621c8a77560799c/pydantic_settings-2.14.2-py3-none-any.whl", hash = "sha256:a20c97b37910b6550d5ea50fbcc2d4187defe58cd57070b73863d069419c9440", size = 61715, upload-time = "2026-06-19T13:44:55.02Z" },
{ url = "https://files.pythonhosted.org/packages/01/dd/bebff3040138f00ae8a102d426b27349b9a49acc310fcae7f92112d867e3/pydantic_settings-2.14.0-py3-none-any.whl", hash = "sha256:fc8d5d692eb7092e43c8647c1c35a3ecd00e040fcf02ed86f4cb5458ca62182e", size = 60940, upload-time = "2026-04-20T13:37:38.586Z" },
]
[[package]]
@ -3725,11 +3731,11 @@ wheels = [
[[package]]
name = "python-multipart"
version = "0.0.31"
version = "0.0.32"
source = { registry = "https://pypi.org/simple" }
sdist = { url = "https://files.pythonhosted.org/packages/64/7e/9b35ad8f3d9ca680f7c87a88f19612fdd8da9796c4d3b46e560ac79dcc4a/python_multipart-0.0.31.tar.gz", hash = "sha256:fc631183bb13e56db3158a4909908dfb2e23565286744e798241e63750e5d680", size = 46689, upload-time = "2026-06-04T08:27:49.014Z" }
sdist = { url = "https://files.pythonhosted.org/packages/5b/42/55c32bb9b12693c092ad250a0e82edb5b31ddeda6eb772de5f308b3804ad/python_multipart-0.0.32.tar.gz", hash = "sha256:be54b7f3fa167bb83e4fcd936b887b708f4e57fe75911c02aebf53efaf8d938e", size = 46881, upload-time = "2026-06-04T16:18:58.647Z" }
wheels = [
{ url = "https://files.pythonhosted.org/packages/5e/1e/7f7f299527a5a8ad90acd5f2f78dfa6c8495c6301a3205106ea68a84de96/python_multipart-0.0.31-py3-none-any.whl", hash = "sha256:8408153d68a9773291fc1da39a8b85a50044bddbabd2dd72e9229776b7b15e28", size = 29996, upload-time = "2026-06-04T08:27:47.804Z" },
{ url = "https://files.pythonhosted.org/packages/e1/04/e8135ebd1ad02c56ec633277529b2602ff99ff634be76cdba5744cf554fd/python_multipart-0.0.32-py3-none-any.whl", hash = "sha256:ff6d3f776f16878c894e52e107296ffc890e913c611b1a4ec6c44e2821fe2e23", size = 30042, upload-time = "2026-06-04T16:18:57.319Z" },
]
[[package]]
@ -3837,6 +3843,15 @@ wheels = [
{ url = "https://files.pythonhosted.org/packages/dd/46/8a640c6de1a6c6af971f858b2fb178ca5e1db91f223d8ba5f40efe1491e5/readabilipy-0.3.0-py3-none-any.whl", hash = "sha256:d106da0fad11d5fdfcde21f5c5385556bfa8ff0258483037d39ea6b1d6db3943", size = 22158, upload-time = "2024-12-02T23:03:00.438Z" },
]
[[package]]
name = "redis"
version = "7.4.0"
source = { registry = "https://pypi.org/simple" }
sdist = { url = "https://files.pythonhosted.org/packages/7b/7f/3759b1d0d72b7c92f0d70ffd9dc962b7b7b5ee74e135f9d7d8ab06b8a318/redis-7.4.0.tar.gz", hash = "sha256:64a6ea7bf567ad43c964d2c30d82853f8df927c5c9017766c55a1d1ed95d18ad", size = 4943913, upload-time = "2026-03-24T09:14:37.53Z" }
wheels = [
{ url = "https://files.pythonhosted.org/packages/74/3a/95deec7db1eb53979973ebd156f3369a72732208d1391cd2e5d127062a32/redis-7.4.0-py3-none-any.whl", hash = "sha256:a9c74a5c893a5ef8455a5adb793a31bb70feb821c86eccb62eebef5a19c429ec", size = 409772, upload-time = "2026-03-24T09:14:35.968Z" },
]
[[package]]
name = "referencing"
version = "0.37.0"
@ -4266,15 +4281,15 @@ wheels = [
[[package]]
name = "starlette"
version = "1.3.1"
version = "1.0.1"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "anyio" },
{ name = "typing-extensions", marker = "python_full_version < '3.13'" },
]
sdist = { url = "https://files.pythonhosted.org/packages/eb/e3/7c1dc7381d9f8ab7d854328ebfa884e62cb3f3d8549ddfd37c7814f42afa/starlette-1.3.1.tar.gz", hash = "sha256:05d0213193f2fbaae60e2ecb593b4add4262ad4e46536b54abe36f11a71724e0", size = 2703240, upload-time = "2026-06-12T09:23:11.602Z" }
sdist = { url = "https://files.pythonhosted.org/packages/08/a3/84e821cc54b4ab50ae6dbc6ac3800a651b65ec35f045cc73785380654057/starlette-1.0.1.tar.gz", hash = "sha256:512399c5f1de7fac99c88572212ded9ddeddef2fb32afa82d724000e88b38f4f", size = 2659596, upload-time = "2026-05-21T21:58:58.433Z" }
wheels = [
{ url = "https://files.pythonhosted.org/packages/ec/bb/2799cc2ede3ed41131f8975621e7213dfc7ef4acbbaadfa440f32500c370/starlette-1.3.1-py3-none-any.whl", hash = "sha256:c7372aae11c3c3f26a42df7bd626cec2f47d03483d261d369516a615a53714c6", size = 73632, upload-time = "2026-06-12T09:23:10.017Z" },
{ url = "https://files.pythonhosted.org/packages/ec/e1/b2df4bc09a1e51ff664c1e17018a4274b42e5e9352e4a478ea540512dc88/starlette-1.0.1-py3-none-any.whl", hash = "sha256:7c0e69b2ee1c848bd54669d908500117a3ee13de603a21427e5c6fc1adf98dcd", size = 72802, upload-time = "2026-05-21T21:58:56.551Z" },
]
[[package]]

View file

@ -1404,6 +1404,36 @@ run_events:
max_trace_content: 10240
track_token_usage: true
# ============================================================================
# Stream Bridge Configuration
# ============================================================================
# The stream bridge carries live agent events from gateway workers to SSE
# clients. Docker Compose sets DEER_FLOW_STREAM_BRIDGE_REDIS_URL automatically,
# so Docker deployments use Redis Streams even if this section is omitted.
#
# The redis bridge requires the optional `redis` extra. It is auto-detected from
# this section on `make dev`, and always installed in the Docker image. To install
# it manually: cd backend && uv sync --all-packages --extra redis
#
# stream_bridge:
# type: memory # single-process only
# queue_maxsize: 256
#
# stream_bridge:
# type: redis # recommended for Docker / multi-worker gateway
# redis_url: redis://redis:6379/0
# queue_maxsize: 256 # events retained per run (redis stream MAXLEN)
# max_connections: 100 # optional pool ceiling. Each live SSE client
# # holds one connection blocked in XREAD ... BLOCK
# # for up to heartbeat_interval (15s), so hundreds
# # of concurrent clients open hundreds of
# # connections. Unset = redis-py default (unbounded).
#
# NOTE: the redis bridge is fail-hard in v1. Redis.from_url is lazy, so a down
# Redis does not block gateway startup, but the first publish/xread raises. A
# mid-run Redis outage fails the active run — there is no automatic retry/backoff
# or fallback to the in-memory bridge. Run Redis with HA / a restart policy.
# ============================================================================
# User-Owned IM Channel Connections
# ============================================================================

View file

@ -78,13 +78,17 @@ mkdir -p "$DEER_FLOW_HOME" /app/backend/.deer-flow /app/backend/sandbox
cd /app/backend
# `--all-packages` propagates extras into workspace members (PR #2584).
# `--extra redis` is always installed because docker-compose-dev defaults the
# stream bridge to Redis (DEER_FLOW_STREAM_BRIDGE_REDIS_URL); redis is an
# optional extra elsewhere. It is kept out of EXTRAS_FLAGS so the --print-extras
# contract (UV_EXTRAS-derived flags only) stays unchanged.
# `$EXTRAS_FLAGS` intentionally unquoted so each `--extra X` becomes its own arg.
# shellcheck disable=SC2086 # word-splitting is intentional here
if ! uv sync --all-packages $EXTRAS_FLAGS; then
if ! uv sync --all-packages --extra redis $EXTRAS_FLAGS; then
echo "[startup] uv sync failed; recreating .venv and retrying once"
uv venv --allow-existing .venv
# shellcheck disable=SC2086
uv sync --all-packages $EXTRAS_FLAGS
uv sync --all-packages --extra redis $EXTRAS_FLAGS
fi
# ── Hand off to uvicorn ─────────────────────────────────────────────────────

View file

@ -5,6 +5,7 @@
# - nginx: Reverse proxy (port 2026)
# - frontend: Frontend Next.js dev server (port 3000)
# - gateway: Backend Gateway API + agent runtime (port 8001)
# - redis: Redis Streams backend for cross-worker SSE stream bridge
# - provisioner (optional): Sandbox provisioner (creates Pods in host Kubernetes)
#
# Prerequisites:
@ -13,6 +14,22 @@
# Access: http://localhost:2026
services:
# ── Redis Stream Bridge ────────────────────────────────────────────────
redis:
image: redis:7-alpine
container_name: deer-flow-redis
command: ["redis-server", "--appendonly", "yes"]
volumes:
- redis-data:/data
healthcheck:
test: ["CMD", "redis-cli", "ping"]
interval: 5s
timeout: 3s
retries: 10
networks:
- deer-flow-dev
restart: unless-stopped
# ── Sandbox Provisioner ────────────────────────────────────────────────
# Manages per-sandbox Pod + Service lifecycle in the host Kubernetes
# cluster via the K8s API.
@ -161,6 +178,7 @@ services:
- CI=true
- DEER_FLOW_PROJECT_ROOT=/app
- DEER_FLOW_HOME=/app/backend/.deer-flow
- DEER_FLOW_STREAM_BRIDGE_REDIS_URL=${DEER_FLOW_STREAM_BRIDGE_REDIS_URL:-redis://redis:6379/0}
- DEER_FLOW_CHANNELS_LANGGRAPH_URL=${DEER_FLOW_CHANNELS_LANGGRAPH_URL:-http://gateway:8001/api}
- DEER_FLOW_CHANNELS_GATEWAY_URL=${DEER_FLOW_CHANNELS_GATEWAY_URL:-http://gateway:8001}
- DEER_FLOW_INTERNAL_AUTH_TOKEN=${DEER_FLOW_INTERNAL_AUTH_TOKEN:-}
@ -176,6 +194,9 @@ services:
extra_hosts:
# For Linux: map host.docker.internal to host gateway
- "host.docker.internal:host-gateway"
depends_on:
redis:
condition: service_healthy
networks:
- deer-flow-dev
restart: unless-stopped
@ -185,6 +206,7 @@ volumes:
# image build are not shadowed by the host backend/ directory mount.
gateway-venv:
gateway-uv-cache:
redis-data:
networks:
deer-flow-dev:

View file

@ -5,6 +5,7 @@
# - nginx: Reverse proxy (port 2026, configurable via PORT env var)
# - frontend: Next.js production server
# - gateway: FastAPI Gateway API + agent runtime
# - redis: Redis Streams backend for cross-worker SSE stream bridge
# - provisioner: (optional) Sandbox provisioner for Kubernetes mode
#
# Key environment variables (set via environment/.env or scripts/deploy.sh):
@ -24,6 +25,22 @@
# Access: http://localhost:${PORT:-2026}
services:
# ── Redis Stream Bridge ────────────────────────────────────────────────────
redis:
image: redis:7-alpine
container_name: deer-flow-redis
command: ["redis-server", "--appendonly", "yes"]
volumes:
- redis-data:/data
healthcheck:
test: ["CMD", "redis-cli", "ping"]
interval: 5s
timeout: 3s
retries: 10
networks:
- deer-flow
restart: unless-stopped
# ── Reverse Proxy ──────────────────────────────────────────────────────────
nginx:
image: nginx:alpine
@ -74,10 +91,10 @@ services:
container_name: deer-flow-gateway
# Gateway hosts the agent runtime with in-process RunManager + StreamBridge
# singletons -- run state lives in this worker's memory. Default to a single
# worker: with >1 worker and no nginx sticky sessions, run cancel, SSE
# reconnect, request dedup, and per-worker IM channel services all break
# across workers until a shared (e.g. redis) stream bridge lands, which is
# not yet implemented. Override GATEWAY_WORKERS only once that is in place.
# worker: the Redis stream bridge solves cross-worker SSE delivery and
# reconnect, but run cancel, request dedup, and per-worker IM channel
# services remain worker-local. Override GATEWAY_WORKERS only when the
# Redis stream bridge is enabled and those limitations are acceptable.
command: sh -c "cd backend && PYTHONPATH=. uv run uvicorn app.gateway.app:app --host 0.0.0.0 --port 8001 --workers ${GATEWAY_WORKERS:-1}"
volumes:
- ${DEER_FLOW_CONFIG_PATH}:/app/backend/config.yaml:ro
@ -102,6 +119,7 @@ services:
- DEER_FLOW_HOME=/app/backend/.deer-flow
- DEER_FLOW_CONFIG_PATH=/app/backend/config.yaml
- DEER_FLOW_EXTENSIONS_CONFIG_PATH=/app/backend/extensions_config.json
- DEER_FLOW_STREAM_BRIDGE_REDIS_URL=${DEER_FLOW_STREAM_BRIDGE_REDIS_URL:-redis://redis:6379/0}
- DEER_FLOW_CHANNELS_LANGGRAPH_URL=${DEER_FLOW_CHANNELS_LANGGRAPH_URL:-http://gateway:8001/api}
- DEER_FLOW_CHANNELS_GATEWAY_URL=${DEER_FLOW_CHANNELS_GATEWAY_URL:-http://gateway:8001}
- DEER_FLOW_INTERNAL_AUTH_TOKEN=${DEER_FLOW_INTERNAL_AUTH_TOKEN}
@ -117,6 +135,9 @@ services:
- ../.env
extra_hosts:
- "host.docker.internal:host-gateway"
depends_on:
redis:
condition: service_healthy
networks:
- deer-flow
restart: unless-stopped
@ -152,6 +173,9 @@ services:
interval: 10s
timeout: 5s
retries: 6
volumes:
redis-data:
networks:
deer-flow:
driver: bridge

View file

@ -324,7 +324,7 @@ echo -e "${BLUE}Sandbox mode: $sandbox_mode${NC}"
echo -e "${BLUE}Runtime: Gateway embedded agent runtime${NC}"
services="frontend gateway nginx"
services="redis frontend gateway nginx"
if [ "$sandbox_mode" = "provisioner" ]; then
services="$services provisioner"

View file

@ -10,6 +10,9 @@ Order of resolution:
2. Auto-detection from config.yaml currently maps:
- database.backend == postgres -> postgres
- checkpointer.type == postgres -> postgres
- stream_bridge.type == redis -> redis
3. Runtime environment toggles that enable optional backends:
- DEER_FLOW_STREAM_BRIDGE_REDIS_URL -> redis
Each extra name is validated against ``^[A-Za-z][A-Za-z0-9_-]*$`` (the same
shape uv enforces for `[project.optional-dependencies]` keys). Anything else
@ -228,19 +231,41 @@ def detect_from_config(path: Path) -> list[str]:
extras.add("postgres")
if (section_value(lines, "checkpointer", "type") or "").lower() == "postgres":
extras.add("postgres")
if (section_value(lines, "stream_bridge", "type") or "").lower() == "redis":
extras.add("redis")
if (nested_section_value(lines, "channels.discord", "enabled") or "").lower() == "true":
extras.add("discord")
return sorted(extras)
def detect_from_runtime_env() -> list[str]:
extras: set[str] = set()
if os.environ.get("DEER_FLOW_STREAM_BRIDGE_REDIS_URL", "").strip():
extras.add("redis")
return sorted(extras)
def merge_extras(*groups: list[str]) -> list[str]:
merged: list[str] = []
seen: set[str] = set()
for group in groups:
for extra in group:
if extra in seen:
continue
seen.add(extra)
merged.append(extra)
return merged
def resolve_extras() -> list[str]:
runtime_env_extras = detect_from_runtime_env()
env = os.environ.get("UV_EXTRAS", "")
if env.strip():
return parse_env_extras(env)
return merge_extras(parse_env_extras(env), runtime_env_extras)
config = find_config_file()
if config is None:
return []
return detect_from_config(config)
return runtime_env_extras
return merge_extras(detect_from_config(config), runtime_env_extras)
def format_flags(extras: list[str]) -> str:

View file

@ -191,9 +191,9 @@ start() {
sandbox_mode="$(detect_sandbox_mode)"
services="frontend gateway nginx"
services="redis frontend gateway nginx"
if [ "$sandbox_mode" = "provisioner" ]; then
services="frontend gateway provisioner nginx"
services="redis frontend gateway provisioner nginx"
fi
# Only aio mode (AioSandboxProvider without provisioner_url) needs the host
@ -296,6 +296,10 @@ logs() {
service="nginx"
echo -e "${BLUE}Viewing nginx logs...${NC}"
;;
--redis)
service="redis"
echo -e "${BLUE}Viewing redis logs...${NC}"
;;
--provisioner)
service="provisioner"
echo -e "${BLUE}Viewing provisioner logs...${NC}"
@ -305,7 +309,7 @@ logs() {
;;
*)
echo -e "${YELLOW}Unknown option: $1${NC}"
echo "Usage: $0 logs [--frontend|--gateway|--nginx|--provisioner]"
echo "Usage: $0 logs [--frontend|--gateway|--nginx|--redis|--provisioner]"
exit 1
;;
esac
@ -357,6 +361,7 @@ help() {
echo " --frontend View frontend logs only"
echo " --gateway View gateway logs only"
echo " --nginx View nginx logs only"
echo " --redis View redis logs only"
echo " --provisioner View provisioner logs only"
echo " stop - Stop Docker development services"
echo " help - Show this help message"