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zk-data-agent/backend/api/server.py
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2026-05-06 20:37:17 +08:00

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"""FastAPI server backing the local web GUI.
Wraps a single global :class:`LocalCodingAgent`, exposes JSON endpoints for
chat, slash commands, and saved sessions, and serves the static SPA.
"""
from __future__ import annotations
import asyncio
import json
import queue
import re
import shutil
import threading
import time
import venv
from dataclasses import dataclass, replace
from pathlib import Path
from threading import Lock, RLock
from typing import Any
from urllib import error, request
from fastapi import FastAPI, HTTPException
from fastapi.responses import FileResponse, JSONResponse, StreamingResponse
from fastapi.staticfiles import StaticFiles
from pydantic import BaseModel, Field
from src.agent_session import AgentMessage, AgentSessionState
from src.agent_runtime import LocalCodingAgent
from src.agent_slash_commands import get_slash_command_specs
from src.agent_types import (
AgentPermissions,
AgentRuntimeConfig,
ModelConfig,
)
from src.bundled_skills import get_bundled_skills
from src.session_store import (
DEFAULT_AGENT_SESSION_DIR,
StoredAgentSession,
deserialize_runtime_config,
load_agent_session,
)
from src.token_budget import calculate_token_budget
STATIC_DIR = Path(__file__).resolve().parents[2] / 'frontend' / 'legacy-static'
# WebUI 的快速入口只展示可以通过对话输入框安全执行的 slash command。
# 这些命令仍然保留在终端 `/` 列表里,但不适合作为 WebUI 快捷项。
WEBUI_HIDDEN_SLASH_COMMANDS = {
'exit',
'quit',
'feedback',
'bug',
'upgrade',
'stickers',
'chrome',
'install-github-app',
'install-slack-app',
'privacy-settings',
'mobile',
'ios',
'android',
'desktop',
'app',
'vim',
'theme',
}
WEBUI_SLASH_COMMAND_DESCRIPTIONS_ZH = {
'help': '查看内置 slash command 帮助。',
'context': '查看当前会话上下文用量估算。',
'context-raw': '查看原始环境、用户上下文和系统上下文快照。',
'token-budget': '查看当前 token 预算窗口、保留量和提示词长度限制。',
'mcp': '查看本地 MCP 清单和资源数量。',
'search': '查看搜索运行状态、切换搜索提供方,或执行一次网页搜索。',
'remote': '查看远程运行状态,或激活远程目标/配置。',
'worktree': '查看受管 git worktree 状态,或进入/退出当前 worktree 会话。',
'account': '查看账号运行状态或已配置账号档案。',
'ask': '查看 ask-user 运行状态或历史记录。',
'login': '激活本地账号档案或临时身份。',
'logout': '清除当前本地账号会话。',
'config': '查看配置状态、有效配置、配置来源或某个配置值。',
'lsp': '查看 LSP 状态,或执行符号、定义、引用、悬停、调用层级和诊断查询。',
'remotes': '列出本地远程配置。',
'ssh': '激活 SSH 远程目标/配置。',
'teleport': '激活 Teleport 远程目标/配置。',
'direct-connect': '激活直连远程目标/配置。',
'deep-link': '激活 deep-link 远程目标/配置。',
'disconnect': '断开当前远程运行目标。',
'resources': '列出本地 MCP 资源,可按关键词过滤。',
'resource': '按 URI 渲染一个本地 MCP 资源。',
'tasks': '查看本地运行时任务列表,可按状态过滤。',
'workflows': '列出从工作流清单发现的本地 workflows。',
'workflow': '查看或运行一个本地 workflow。',
'triggers': '列出从清单发现的本地远程触发器。',
'trigger': '查看或运行一个远程触发器。',
'teams': '列出本地协作团队配置。',
'team': '查看一个本地协作团队。',
'messages': '查看所有团队或某个团队的协作消息。',
'task-next': '查看本地任务列表中的下一个可执行任务。',
'plan': '查看当前本地运行计划。',
'task': '按 id 查看一个本地任务。',
'prompt': '渲染当前生效的系统提示词。',
'permissions': '查看当前工具权限模式。',
'hooks': '查看已发现的本地 hook 和 policy 清单。',
'trust': '查看 workspace 信任模式、受管设置和安全环境变量。',
'model': '查看或修改当前 Agent 实例使用的模型。',
'tools': '列出已注册工具,以及当前权限是否允许调用。',
'agents': '列出本地 Agent 配置,或查看某个 Agent 定义。',
'memory': '查看当前加载的 CLAUDE.md 记忆包和已发现文件。',
'status': '查看当前运行时和会话状态摘要。',
'clear': '清理当前进程中的临时运行状态。',
'compact': '总结并压缩当前对话,释放上下文空间。',
'cost': '查看当前会话的总耗时和费用估算。',
'diff': '查看当前工作区未提交改动。',
'files': '列出当前会话上下文中已加载的文件。',
'copy': '把上一条助手回复写入临时文件。',
'export': '导出当前对话为文本文件。',
'stats': '查看会话使用统计。',
'tag': '给当前会话添加或移除可搜索标签。',
'rename': '重命名当前对话。',
'branch': '基于当前对话创建一个分支/副本。',
'effort': '查看或设置模型推理强度。',
'doctor': '诊断并验证 claw-code 安装和配置。',
'commit': '创建 git commit。',
'pr-comments': '读取 GitHub PR 评论。',
'resume': '恢复之前的对话。',
'add-dir': '添加新的工作目录。',
'skills': '列出可用 Skills。',
'fast': '切换 fast mode。',
'rewind': '把对话恢复到之前的 checkpoint。',
'output-style': '已废弃:请使用 /config 修改输出风格。',
'release-notes': '查看本地 release notes 或变更日志链接。',
'extra-usage': '查看 extra-usage 配置链接。',
'passes': '查看 Claude Code guest passes 信息。',
'rate-limit-options': '查看账号触发限流时的可选处理方式。',
'reload-plugins': '重新加载本地插件清单并报告数量。',
'voice': '切换当前 workspace 的 voice mode 设置。',
'sandbox-toggle': '查看 sandbox 状态,或排除一条命令模式。',
'keybindings': '打印或创建本地快捷键配置文件。',
'btw': '向模型快速提一个旁路问题,不修改当前任务状态。',
'version': '打印当前 Agent 版本。',
'init': '初始化 CLAUDE.md 代码库说明文件。',
'ide': '查看检测到的 IDE/终端集成状态。',
'plugin': '列出已安装插件,或查看插件子命令用法。',
'remote-env': '列出远程环境,或设置默认配置。',
'bridge': '查看 remote-control bridge 状态。',
'remote-setup': '检查 Claude Code on the web 的准备状态。',
}
# ---------------------------------------------------------------------------
# Agent state holder
# ---------------------------------------------------------------------------
@dataclass(frozen=True)
class AgentInstanceConfig:
cwd: Path
model: str
base_url: str
api_key: str
allow_shell: bool
allow_write: bool
class AgentState:
"""Holds account-scoped agent instances, config, and execution locks."""
def __init__(
self,
*,
cwd: Path,
model: str,
base_url: str,
api_key: str,
allow_shell: bool,
allow_write: bool,
session_directory: Path,
) -> None:
self.session_directory = session_directory
self._lock = RLock()
self._agents: dict[str, LocalCodingAgent] = {}
self._run_locks: dict[str, Lock] = {}
self._account_configs: dict[str, AgentInstanceConfig] = {}
self._default_config = AgentInstanceConfig(
cwd=cwd.resolve(),
model=model,
base_url=base_url,
api_key=api_key,
allow_shell=allow_shell,
allow_write=allow_write,
)
@property
def cwd(self) -> Path:
return self._default_config.cwd
@property
def model(self) -> str:
return self._default_config.model
@property
def base_url(self) -> str:
return self._default_config.base_url
@property
def api_key(self) -> str:
return self._default_config.api_key
@property
def allow_shell(self) -> bool:
return self._default_config.allow_shell
@property
def allow_write(self) -> bool:
return self._default_config.allow_write
def _account_key(self, account_id: str | None) -> str:
return _safe_account_id(account_id) if account_id else '__default__'
def _config_for(self, account_id: str | None) -> AgentInstanceConfig:
if not account_id:
return self._default_config
key = self._account_key(account_id)
config = self._account_configs.get(key)
if config is None:
config = replace(self._default_config)
self._account_configs[key] = config
return config
def config_for(self, account_id: str | None) -> AgentInstanceConfig:
with self._lock:
return self._config_for(account_id)
def _set_config_for(self, account_id: str | None, config: AgentInstanceConfig) -> None:
if not account_id:
self._default_config = config
return
self._account_configs[self._account_key(account_id)] = config
def _account_base(self, account_id: str | None) -> Path:
if not account_id:
return self.session_directory.parent
safe_id = _safe_account_id(account_id)
return (self.session_directory.parent / 'accounts' / safe_id).resolve()
def account_paths(self, account_id: str | None) -> dict[str, Path]:
if not account_id:
base = self.session_directory.parent
return {
'base': base,
'sessions': self.session_directory,
'scratchpad': self.session_directory,
'uploads': self.session_directory,
'outputs': self.session_directory,
'python_env': base / 'python' / '.venv',
}
base = self._account_base(account_id)
return {
'base': base,
'sessions': base / 'sessions',
'scratchpad': base / 'sessions',
'uploads': base / 'sessions',
'outputs': base / 'sessions',
'python_env': base / 'python' / '.venv',
}
def _build_agent(self, account_id: str | None = None) -> LocalCodingAgent:
config = self._config_for(account_id)
paths = self.account_paths(account_id)
for directory in paths.values():
if directory.name != '.venv':
directory.mkdir(parents=True, exist_ok=True)
self._ensure_python_env(paths['python_env'])
permissions = AgentPermissions(
allow_file_write=config.allow_write,
allow_shell_commands=config.allow_shell,
)
runtime_config = AgentRuntimeConfig(
cwd=config.cwd,
permissions=permissions,
stream_model_responses=True,
session_directory=paths['sessions'],
scratchpad_root=paths['scratchpad'],
python_env_dir=paths['python_env'],
)
model_config = ModelConfig(
model=config.model,
base_url=config.base_url,
api_key=config.api_key,
)
return LocalCodingAgent(
model_config=model_config,
runtime_config=runtime_config,
)
def agent_for(self, account_id: str | None = None) -> LocalCodingAgent:
with self._lock:
key = self._account_key(account_id)
agent = self._agents.get(key)
if agent is None:
agent = self._build_agent(account_id)
self._agents[key] = agent
return agent
def run_lock_for(self, account_id: str | None = None) -> Lock:
key = self._account_key(account_id)
with self._lock:
lock = self._run_locks.get(key)
if lock is None:
lock = Lock()
self._run_locks[key] = lock
return lock
def update(
self,
*,
model: str | None = None,
base_url: str | None = None,
api_key: str | None = None,
cwd: str | None = None,
allow_shell: bool | None = None,
allow_write: bool | None = None,
account_id: str | None = None,
) -> None:
with self._lock:
config = self._config_for(account_id)
if model is not None:
config = replace(config, model=_normalize_chat_model_name(model))
if base_url is not None:
config = replace(config, base_url=base_url)
if api_key is not None:
config = replace(config, api_key=api_key)
if cwd is not None:
resolved = Path(cwd).expanduser().resolve()
if not resolved.is_dir():
raise ValueError(f'cwd does not exist: {resolved}')
config = replace(config, cwd=resolved)
if allow_shell is not None:
config = replace(config, allow_shell=allow_shell)
if allow_write is not None:
config = replace(config, allow_write=allow_write)
self._set_config_for(account_id, config)
self._agents.pop(self._account_key(account_id), None)
def snapshot(self, account_id: str | None = None) -> dict[str, Any]:
with self._lock:
config = self._config_for(account_id)
agent = self.agent_for(account_id)
paths = self.account_paths(account_id)
return {
'model': config.model,
'base_url': config.base_url,
'cwd': str(config.cwd),
'account_id': _safe_account_id(account_id) if account_id else None,
'account_directory': str(paths['base']),
'session_directory': str(paths['sessions']),
'upload_directory': str(paths['uploads']),
'output_directory': str(paths['outputs']),
'python_env_directory': str(paths['python_env']),
'allow_shell': config.allow_shell,
'allow_write': config.allow_write,
'active_session_id': agent.active_session_id,
}
def lock(self) -> Lock:
return self._lock
def _ensure_python_env(self, env_dir: Path) -> None:
python_bin = env_dir / 'bin' / 'python'
pip_bin = env_dir / 'bin' / 'pip'
if python_bin.exists() and pip_bin.exists():
return
env_dir.parent.mkdir(parents=True, exist_ok=True)
venv.EnvBuilder(with_pip=True, symlinks=False).create(env_dir)
# ---------------------------------------------------------------------------
# Request models
# ---------------------------------------------------------------------------
class ChatRequest(BaseModel):
prompt: str = Field(min_length=1)
runtime_context: str | None = None
resume_session_id: str | None = None
account_id: str | None = None
session_id: str | None = None
class StateUpdate(BaseModel):
model: str | None = None
base_url: str | None = None
api_key: str | None = None
cwd: str | None = None
allow_shell: bool | None = None
allow_write: bool | None = None
account_id: str | None = None
class ModelListRequest(BaseModel):
base_url: str | None = None
api_key: str | None = None
account_id: str | None = None
class SessionTitleUpdate(BaseModel):
title: str = Field(min_length=1, max_length=80)
# ---------------------------------------------------------------------------
# App factory
# ---------------------------------------------------------------------------
def create_app(state: AgentState) -> FastAPI:
app = FastAPI(title='Claw Code GUI', version='1.0')
# ------------- static + index ------------------------------------------
app.mount(
'/static',
StaticFiles(directory=str(STATIC_DIR)),
name='static',
)
@app.get('/', include_in_schema=False)
async def root() -> FileResponse:
return FileResponse(STATIC_DIR / 'index.html')
# ------------- info ------------------------------------------------------
@app.get('/api/state')
async def get_state(account_id: str | None = None) -> dict[str, Any]:
return state.snapshot(account_id)
@app.post('/api/state')
async def post_state(payload: StateUpdate) -> dict[str, Any]:
try:
state.update(**payload.model_dump(exclude_none=True))
except ValueError as exc:
raise HTTPException(status_code=400, detail=str(exc))
return state.snapshot(payload.account_id)
@app.get('/api/slash-commands')
async def list_slash_commands() -> list[dict[str, Any]]:
commands: list[dict[str, Any]] = []
for spec in get_slash_command_specs():
if any(name in WEBUI_HIDDEN_SLASH_COMMANDS for name in spec.names):
continue
commands.append(
{
'names': list(spec.names),
'primary': spec.names[0],
'description': WEBUI_SLASH_COMMAND_DESCRIPTIONS_ZH.get(
spec.names[0],
spec.description,
),
'source': 'slash_command',
'webui_supported': True,
}
)
return commands
@app.get('/api/skills')
async def list_skills(account_id: str | None = None) -> list[dict[str, Any]]:
config = state.config_for(account_id)
return [
{
'name': skill.name,
'description': skill.description,
'when_to_use': skill.when_to_use,
'aliases': list(skill.aliases),
'allowed_tools': list(skill.allowed_tools),
}
for skill in get_bundled_skills(config.cwd)
if skill.user_invocable
]
@app.get('/api/models')
async def list_models_get(account_id: str | None = None) -> dict[str, Any]:
config = state.config_for(account_id)
return _list_backend_models(config.base_url, config.api_key)
@app.post('/api/models')
async def list_models_post(payload: ModelListRequest) -> dict[str, Any]:
config = state.config_for(payload.account_id)
return _list_backend_models(
payload.base_url or config.base_url,
payload.api_key or config.api_key,
)
# ------------- sessions --------------------------------------------------
@app.get('/api/sessions')
async def list_sessions(account_id: str | None = None) -> list[dict[str, Any]]:
directory = state.account_paths(account_id)['sessions']
if not directory.exists():
return []
results: list[dict[str, Any]] = []
for path in sorted(_iter_session_files(directory), key=_session_mtime, reverse=True):
try:
data = json.loads(path.read_text(encoding='utf-8'))
except (OSError, json.JSONDecodeError):
continue
session_id = str(data.get('session_id', _session_id_from_path(path)))
usage = data.get('usage') if isinstance(data.get('usage'), dict) else {}
model_config = (
data.get('model_config')
if isinstance(data.get('model_config'), dict)
else {}
)
messages = data.get('messages') or []
title = data.get('title')
preview = ''
for msg in messages:
if isinstance(msg, dict) and msg.get('role') == 'user':
content = msg.get('content', '')
if isinstance(content, str) and not _is_internal_message(content):
preview = _strip_session_context(content)[:120]
break
results.append(
{
'session_id': session_id,
'turns': data.get('turns', 0),
'tool_calls': data.get('tool_calls', 0),
'preview': title if isinstance(title, str) and title.strip() else preview,
'modified_at': _session_mtime(path),
'model': model_config.get('model'),
'usage': usage,
}
)
return results
@app.get('/api/sessions/{session_id}')
async def get_session(session_id: str, account_id: str | None = None) -> dict[str, Any]:
directory = state.account_paths(account_id)['sessions']
try:
stored = load_agent_session(session_id, directory=directory)
except FileNotFoundError:
raise HTTPException(status_code=404, detail='Session not found')
return _serialize_stored_session(stored)
@app.delete('/api/sessions/{session_id}')
async def delete_session(session_id: str, account_id: str | None = None) -> dict[str, Any]:
directory = state.account_paths(account_id)['sessions']
safe_id = _safe_session_id(session_id)
if safe_id is None or not _delete_session_files(directory, safe_id):
raise HTTPException(status_code=404, detail='Session not found')
return {'deleted': True, 'session_id': safe_id}
@app.patch('/api/sessions/{session_id}')
async def update_session(
session_id: str,
payload: SessionTitleUpdate,
account_id: str | None = None,
) -> dict[str, Any]:
directory = state.account_paths(account_id)['sessions']
safe_id = _safe_session_id(session_id)
title = _clean_manual_session_title(payload.title)
if safe_id is None or title is None:
raise HTTPException(status_code=400, detail='Invalid session title')
if not _update_session_title(directory, safe_id, title):
raise HTTPException(status_code=404, detail='Session not found')
return {'session_id': safe_id, 'title': title}
@app.get('/api/context-budget')
async def get_context_budget(
session_id: str | None = None,
account_id: str | None = None,
) -> dict[str, Any]:
with state.lock():
if session_id:
directory = state.account_paths(account_id)['sessions']
try:
stored = load_agent_session(session_id, directory=directory)
except FileNotFoundError:
raise HTTPException(status_code=404, detail='Session not found')
session = _session_state_from_stored(stored)
model = str(stored.model_config.get('model') or state.model)
runtime_config = deserialize_runtime_config(stored.runtime_config)
else:
agent = state.agent_for(account_id)
session = agent.last_session or agent.build_session()
model = agent.model_config.model
runtime_config = agent.runtime_config
snapshot = calculate_token_budget(
session=session,
model=model,
budget_config=runtime_config.budget_config,
output_schema=runtime_config.output_schema,
)
return _serialize_token_budget(snapshot)
def _run_chat_payload(
request: ChatRequest,
event_sink: Any | None = None,
) -> dict[str, Any]:
run_lock = state.run_lock_for(request.account_id)
with run_lock:
agent = state.agent_for(request.account_id)
config = state.config_for(request.account_id)
session_directory = state.account_paths(request.account_id)['sessions']
requested_session_id = _safe_session_id(
request.resume_session_id or request.session_id
)
previous_title = _read_session_title(
session_directory,
requested_session_id,
)
started_at = time.perf_counter()
if request.resume_session_id is not None:
try:
stored = load_agent_session(
request.resume_session_id,
directory=session_directory,
)
except FileNotFoundError:
raise HTTPException(
status_code=404,
detail='Session to resume not found',
)
result = agent.resume(
request.prompt.strip(),
stored,
runtime_context=request.runtime_context,
event_sink=event_sink,
)
else:
result = agent.run(
request.prompt.strip(),
session_id=_safe_session_id(request.session_id),
runtime_context=request.runtime_context,
event_sink=event_sink,
)
elapsed_ms = max(0, int((time.perf_counter() - started_at) * 1000))
payload = _serialize_run_result(result)
payload['elapsed_ms'] = elapsed_ms
if result.session_id:
_annotate_last_assistant_elapsed(
session_directory,
result.session_id,
elapsed_ms,
)
_ensure_session_title(
session_directory,
result.session_id,
model=config.model,
base_url=config.base_url,
api_key=config.api_key,
previous_title=previous_title,
)
_annotate_transcript_elapsed(payload, elapsed_ms)
return payload
# ------------- chat ------------------------------------------------------
@app.post('/api/chat')
async def chat(request: ChatRequest) -> dict[str, Any]:
prompt = request.prompt.strip()
if not prompt:
raise HTTPException(status_code=400, detail='Prompt is empty')
def _run() -> dict[str, Any]:
return _run_chat_payload(request)
try:
payload = await asyncio.to_thread(_run)
except HTTPException:
raise
except Exception as exc: # surface the error in the UI
return JSONResponse(
status_code=500,
content={
'error': str(exc),
'error_type': type(exc).__name__,
},
)
return payload
@app.post('/api/chat/stream')
async def chat_stream(request: ChatRequest) -> StreamingResponse:
prompt = request.prompt.strip()
if not prompt:
raise HTTPException(status_code=400, detail='Prompt is empty')
event_queue: queue.Queue[dict[str, Any] | None] = queue.Queue()
def emit_event(event: dict[str, object]) -> None:
event_queue.put({'kind': 'event', 'event': event})
def worker() -> None:
try:
payload = _run_chat_payload(request, event_sink=emit_event)
except HTTPException as exc:
event_queue.put(
{
'kind': 'error',
'status_code': exc.status_code,
'detail': exc.detail,
}
)
except Exception as exc:
event_queue.put(
{
'kind': 'error',
'status_code': 500,
'error': str(exc),
'error_type': type(exc).__name__,
}
)
else:
event_queue.put({'kind': 'result', 'payload': payload})
finally:
event_queue.put(None)
threading.Thread(target=worker, daemon=True).start()
def generate() -> Any:
while True:
item = event_queue.get()
if item is None:
break
yield json.dumps(item, ensure_ascii=False) + '\n'
return StreamingResponse(generate(), media_type='application/x-ndjson')
@app.post('/api/clear')
async def clear_state(account_id: str | None = None) -> dict[str, Any]:
with state.lock():
state.agent_for(account_id).clear_runtime_state()
return state.snapshot(account_id)
return app
# ---------------------------------------------------------------------------
# Serialization helpers
# ---------------------------------------------------------------------------
def _serialize_run_result(result: Any) -> dict[str, Any]:
return {
'final_output': result.final_output,
'turns': result.turns,
'tool_calls': result.tool_calls,
'transcript': [_normalize_transcript_entry(entry) for entry in result.transcript],
'session_id': result.session_id,
'usage': result.usage.to_dict(),
'total_cost_usd': result.total_cost_usd,
'stop_reason': result.stop_reason,
}
def _normalize_transcript_entry(entry: dict[str, Any]) -> dict[str, Any]:
out: dict[str, Any] = {
'role': entry.get('role', ''),
'content': entry.get('content', ''),
}
for key in ('name', 'tool_call_id', 'tool_calls', 'metadata', 'message_id'):
if key in entry and entry[key] not in (None, '', [], {}):
out[key] = entry[key]
return out
def _serialize_stored_session(stored: StoredAgentSession) -> dict[str, Any]:
return {
'session_id': stored.session_id,
'turns': stored.turns,
'tool_calls': stored.tool_calls,
'messages': [_normalize_transcript_entry(dict(m)) for m in stored.messages],
'usage': stored.usage,
'total_cost_usd': stored.total_cost_usd,
'model': stored.model_config.get('model'),
}
def _session_state_from_stored(stored: StoredAgentSession) -> AgentSessionState:
return AgentSessionState(
system_prompt_parts=stored.system_prompt_parts,
user_context=stored.user_context,
system_context=stored.system_context,
messages=[
AgentMessage.from_openai_message(message)
for message in stored.messages
if isinstance(message, dict)
],
)
def _serialize_token_budget(snapshot: Any) -> dict[str, Any]:
return {
'model': snapshot.model,
'context_window_tokens': snapshot.context_window_tokens,
'projected_input_tokens': snapshot.projected_input_tokens,
'message_tokens': snapshot.message_tokens,
'chat_overhead_tokens': snapshot.chat_overhead_tokens,
'reserved_output_tokens': snapshot.reserved_output_tokens,
'reserved_compaction_buffer_tokens': snapshot.reserved_compaction_buffer_tokens,
'reserved_schema_tokens': snapshot.reserved_schema_tokens,
'hard_input_limit_tokens': snapshot.hard_input_limit_tokens,
'soft_input_limit_tokens': snapshot.soft_input_limit_tokens,
'overflow_tokens': snapshot.overflow_tokens,
'soft_overflow_tokens': snapshot.soft_overflow_tokens,
'exceeds_hard_limit': snapshot.exceeds_hard_limit,
'exceeds_soft_limit': snapshot.exceeds_soft_limit,
'token_counter_backend': snapshot.token_counter_backend,
'token_counter_source': snapshot.token_counter_source,
'token_counter_accurate': snapshot.token_counter_accurate,
}
def _list_backend_models(base_url: str, api_key: str) -> dict[str, Any]:
req = request.Request(
_join_url(base_url, '/models'),
headers={
'Authorization': f'Bearer {api_key}',
'Content-Type': 'application/json',
},
method='GET',
)
try:
with request.urlopen(req, timeout=10) as response:
payload = json.loads(response.read().decode('utf-8'))
except error.HTTPError as exc:
detail = exc.read().decode('utf-8', errors='replace')
raise HTTPException(
status_code=502,
detail=f'HTTP {exc.code} from model backend: {detail}',
) from exc
except (error.URLError, OSError, json.JSONDecodeError) as exc:
raise HTTPException(
status_code=502,
detail=f'Unable to list models from {base_url}: {exc}',
) from exc
models = _normalize_model_list(payload)
return {'models': models, 'raw_count': len(models)}
def _normalize_model_list(payload: Any) -> list[dict[str, str]]:
data = payload.get('data') if isinstance(payload, dict) else payload
if not isinstance(data, list):
return []
model_ids: dict[str, str] = {}
for item in data:
if isinstance(item, str):
normalized = _normalize_model_option(item)
if normalized is not None:
model_ids.setdefault(normalized.lower(), normalized)
continue
if not isinstance(item, dict):
continue
model_id = item.get('id') or item.get('model') or item.get('name')
if not isinstance(model_id, str) or not model_id:
continue
normalized = _normalize_model_option(model_id)
if normalized is not None:
model_ids.setdefault(normalized.lower(), normalized)
return [{'id': model_id} for model_id in sorted(model_ids.values(), key=str.lower)]
def _normalize_model_option(model_id: str) -> str | None:
normalized = _normalize_chat_model_name(model_id)
lower = normalized.lower()
if lower.startswith('xiaomi/mimo-v2') and not any(
blocked in lower for blocked in ('audio', 'asr', 'tts', 'voiceclone', 'voicedesign')
):
return normalized
known_chat_models = {
'xiaomi/deepseek-r1-0528',
'xiaomi/minimax-m2.5',
'xiaomi/qwen3-32b',
}
if lower in known_chat_models:
return normalized
return None
def _normalize_chat_model_name(model: str) -> str:
value = model.strip()
lower = value.lower()
if lower.startswith('mimo-v2') or lower in {
'deepseek-r1-0528',
'minimax-m2.5',
'qwen3-32b',
}:
return f'xiaomi/{value}'
return value
def _join_url(base_url: str, suffix: str) -> str:
return f'{base_url.rstrip("/")}/{suffix.lstrip("/")}'
def _annotate_transcript_elapsed(payload: dict[str, Any], elapsed_ms: int) -> None:
transcript = payload.get('transcript')
if not isinstance(transcript, list):
return
for entry in reversed(transcript):
if not isinstance(entry, dict) or entry.get('role') != 'assistant':
continue
metadata = entry.get('metadata')
if not isinstance(metadata, dict):
metadata = {}
entry['metadata'] = metadata
metadata['elapsed_ms'] = elapsed_ms
return
def _annotate_last_assistant_elapsed(
directory: Path,
session_id: str,
elapsed_ms: int,
) -> None:
path = _session_json_path(directory, session_id)
try:
data = json.loads(path.read_text(encoding='utf-8'))
except (OSError, json.JSONDecodeError):
return
messages = data.get('messages')
if not isinstance(messages, list):
return
for message in reversed(messages):
if not isinstance(message, dict) or message.get('role') != 'assistant':
continue
metadata = message.get('metadata')
if not isinstance(metadata, dict):
metadata = {}
message['metadata'] = metadata
metadata['elapsed_ms'] = elapsed_ms
try:
path.write_text(json.dumps(data, ensure_ascii=False, indent=2), encoding='utf-8')
except OSError:
return
return
def _read_session_title(directory: Path, session_id: str | None) -> str | None:
if not session_id:
return None
path = _session_json_path(directory, session_id)
try:
data = json.loads(path.read_text(encoding='utf-8'))
except (OSError, json.JSONDecodeError):
return None
title = data.get('title')
if isinstance(title, str) and title.strip():
return title.strip()
return None
def _ensure_session_title(
directory: Path,
session_id: str,
*,
model: str,
base_url: str,
api_key: str,
previous_title: str | None = None,
) -> None:
path = _session_json_path(directory, session_id)
try:
data = json.loads(path.read_text(encoding='utf-8'))
except (OSError, json.JSONDecodeError):
return
if previous_title:
data['title'] = previous_title
_write_session_metadata(path, data)
return
title = data.get('title')
if isinstance(title, str) and title.strip():
return
messages = data.get('messages')
if not isinstance(messages, list):
return
user_messages = _session_user_messages(messages)
if not user_messages:
return
generated = _generate_session_title(
user_messages,
model=model,
base_url=base_url,
api_key=api_key,
)
if not generated:
return
data['title'] = generated
data['title_source'] = 'llm'
data['title_generated_at'] = int(time.time())
_write_session_metadata(path, data)
def _session_user_messages(messages: list[Any]) -> list[str]:
user_messages: list[str] = []
for message in messages:
if not isinstance(message, dict) or message.get('role') != 'user':
continue
content = message.get('content')
if not isinstance(content, str) or _is_internal_message(content):
continue
stripped = _strip_session_context(content)
if stripped:
user_messages.append(stripped)
return user_messages
def _generate_session_title(
user_messages: list[str],
*,
model: str,
base_url: str,
api_key: str,
) -> str | None:
conversation = '\n'.join(
f'用户第{index}轮:{message[:240]}'
for index, message in enumerate(user_messages[-6:], start=1)
)
payload = {
'model': model,
'temperature': 0.2,
'max_tokens': 32,
'messages': [
{
'role': 'system',
'content': (
'你是会话标题生成器。请根据用户对话生成一个中文短标题,'
'要求 4 到 12 个字,只输出标题,不要解释,不要引号。'
),
},
{'role': 'user', 'content': conversation},
],
}
req = request.Request(
_join_url(base_url, '/chat/completions'),
data=json.dumps(payload).encode('utf-8'),
headers={
'Authorization': f'Bearer {api_key}',
'Content-Type': 'application/json',
},
method='POST',
)
try:
with request.urlopen(req, timeout=15) as response:
response_payload = json.loads(response.read().decode('utf-8'))
except (error.HTTPError, error.URLError, OSError, json.JSONDecodeError):
return None
choices = response_payload.get('choices')
if not isinstance(choices, list) or not choices:
return None
message = choices[0].get('message') if isinstance(choices[0], dict) else None
content = message.get('content') if isinstance(message, dict) else None
if not isinstance(content, str):
return None
return _clean_session_title(content)
def _clean_session_title(value: str) -> str | None:
title = ' '.join(value.strip().strip('"\'“”‘’`').split())
title = title.rstrip('。.!?')
if not title:
return None
return title[:24]
def _clean_manual_session_title(value: str) -> str | None:
title = ' '.join(value.strip().strip('"\'“”‘’`').split())
if not title:
return None
return title[:80]
def _write_session_metadata(path: Path, data: dict[str, Any]) -> None:
try:
path.write_text(json.dumps(data, ensure_ascii=False, indent=2), encoding='utf-8')
except OSError:
return
def _session_json_path(directory: Path, session_id: str) -> Path:
path = directory / session_id / 'session.json'
if path.exists():
return path
return directory / f'{session_id}.json'
def _safe_account_id(account_id: str | None) -> str:
normalized = re.sub(r'[^a-zA-Z0-9._-]+', '_', (account_id or '').strip())
return normalized[:80] or 'default'
def _is_internal_message(content: str) -> bool:
return content.lstrip().startswith('<system-reminder>')
def _strip_session_context(content: str) -> str:
marker = '\n\n[当前会话目录]'
if marker in content:
return content.split(marker, 1)[0].strip()
marker = '\n[当前会话目录]'
if marker in content:
return content.split(marker, 1)[0].strip()
return content.strip()
def _iter_session_files(directory: Path) -> list[Path]:
if not directory.exists():
return []
by_session_id: dict[str, Path] = {}
for path in directory.glob('*.json'):
by_session_id[_session_id_from_path(path)] = path
for path in directory.glob('*/session.json'):
# 新目录格式包含 input/output/scratchpad,优先级高于旧的平铺 json。
by_session_id[_session_id_from_path(path)] = path
return list(by_session_id.values())
def _delete_session_files(directory: Path, session_id: str) -> bool:
deleted = False
# 新目录格式:每个 session 独立目录,里面包含 session/input/output。
nested = directory / session_id
if nested.exists():
shutil.rmtree(nested)
deleted = True
# 兼容早期平铺 session json,避免历史列表删除后旧数据又出现。
legacy = directory / f'{session_id}.json'
if legacy.exists():
legacy.unlink()
deleted = True
return deleted
def _update_session_title(directory: Path, session_id: str, title: str) -> bool:
path = _session_json_path(directory, session_id)
if not path.exists():
return False
try:
data = json.loads(path.read_text(encoding='utf-8'))
except (OSError, json.JSONDecodeError):
return False
data['title'] = title
data['title_source'] = 'manual'
data['title_updated_at'] = int(time.time())
_write_session_metadata(path, data)
return True
def _session_mtime(path: Path) -> float:
try:
return path.stat().st_mtime
except OSError:
return 0.0
def _session_id_from_path(path: Path) -> str:
if path.name == 'session.json':
return path.parent.name
return path.stem
def _safe_session_id(session_id: str | None) -> str | None:
if not session_id:
return None
normalized = re.sub(r'[^a-zA-Z0-9._-]+', '_', session_id.strip())
return normalized[:120] or None