问题:项目选择模型后不持久化,每次进入会话都回退固定缺省值。
根因:前端模型下拉的 model_id 后端不消费;无项目级模型存储;
会话只读用户全局 default_llm_id,sd_projects.default_model 无写入路径。
修复(通用层,所有产线共用):
- resolve_project 读出 sd_projects.default_model(项目级、跨会话持久)
- run_message 新增 model_id 参数:_resolve_and_persist_model 校验
(兼容 llm.id/llm.model_id 两种取值 + 多租户隔离)后持久化到项目
- 模型优先级:本次显式选择 > 项目已设 > 个人全局 > 产线默认
(个人全局从压过一切降为兜底,项目设置不再被全局覆盖)
265 lines
13 KiB
Python
265 lines
13 KiB
Python
"""
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pipeline-service: gateway — agent 网关(统一消息入口 + 会话生命周期 + 通道注册)
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gateway 的核心价值:通道无关的统一消息入口。
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Web(AgentIO) / 微信 等通道都通过 gateway.run_message() 触达 agent,
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共享同一套「解析项目上下文 → 加载产线能力 → AgentExecutor 执行」逻辑。
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标准化事件流(channel-neutral NDJSON),所有通道可消费:
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{"type":"progress","message":...}
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{"type":"tool_call","tool":...,"params":...}
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{"type":"tool_result","result":...}
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{"type":"reply","message":...}
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{"type":"ask_user","message":...}
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{"type":"error","message":...}
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安全模型(微信通道):机构级公众号 + 用户 openid 绑定 + 匿名拒绝,
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通道身份(openid)→ 系统 user_id 的映射由各通道适配器负责,gateway 只认 user_id。
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"""
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import json
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import logging
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import time
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from dataclasses import dataclass, field
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from typing import AsyncGenerator, Dict, Optional
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logger = logging.getLogger("pipeline.gateway")
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@dataclass
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class GatewaySession:
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"""一个会话 = (channel, user_id, session_id) 的 agent 上下文(元数据,executor 每次新建)。"""
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channel: str
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user_id: str
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session_id: str = "" # 会话内唯一标识(web 多 tab 独立会话);空 = 单会话(向后兼容)
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project_id: str = ""
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pipeline_id: str = ""
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project_name: str = ""
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created_at: float = 0.0
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updated_at: float = 0.0
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approve_all: bool = False # 会话级"全部确认":用户评估后授权,本会话不再询问危险命令
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pending_confirm: Optional[dict] = None # 待确认工具 {"tool":..., "params":...}(危险命令等待用户确认)
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class Gateway:
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"""agent 网关。"""
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def __init__(self):
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self._sessions: Dict[str, GatewaySession] = {} # key = f"{channel}:{user_id}"
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self._channels: Dict[str, object] = {}
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# ── 通道注册 ──
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def register_channel(self, name: str, channel) -> None:
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"""注册一个通道适配器(如 web/wechat)。"""
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self._channels[name] = channel
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logger.info(f"Gateway channel registered: {name}")
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def list_channels(self) -> list:
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return list(self._channels.keys())
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# ── 会话生命周期 ──
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@staticmethod
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def _session_key(channel: str, user_id: str, session_id: str = "") -> str:
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if session_id:
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return f"{channel}:{user_id}:{session_id}"
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return f"{channel}:{user_id}"
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def get_session(self, channel: str, user_id: str, session_id: str = "") -> Optional[GatewaySession]:
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return self._sessions.get(self._session_key(channel, user_id, session_id))
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def clear_session(self, channel: str, user_id: str, session_id: str = "") -> None:
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"""清除会话(/reset 时用)。"""
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self._sessions.pop(self._session_key(channel, user_id, session_id), None)
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# ── 上下文解析 ──
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async def resolve_project(self, user_id: str, session_id: str = "") -> dict:
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"""解析用户当前项目 → {pid, pipeline_id, name, default_llm_id, default_llm_name, project_model_name}。
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pid 按会话隔离(session_id 非空时读 pipeline_session_settings,无记录回退全局);
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同时读出个人选择的模型(default_llm_id → llm.name,仍按用户全局)与项目级模型
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(sd_projects.default_model,产线通用、跨会话持久),供 run_message 按优先级覆盖。
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"""
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ctx = {"pid": "", "pipeline_id": "", "name": "", "default_llm_id": "",
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"default_llm_name": "", "project_model_name": ""}
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if not user_id:
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return ctx
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try:
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from sqlor.dbpools import DBPools
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from .workspace import get_session_project_id
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db = DBPools()
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async with db.sqlorContext("pipeline") as sor:
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# 当前项目:按会话隔离(多 tab 各自项目,互不覆盖)
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ctx["pid"] = await get_session_project_id(sor, user_id, session_id) or ""
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# 个人模型选择:仍按用户全局读
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recs = await sor.sqlExe(
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"SELECT default_llm_id FROM pipeline_agent_settings WHERE user_id=${u}$",
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{"u": user_id})
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if recs:
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ctx["default_llm_id"] = getattr(recs[0], "default_llm_id", "") or ""
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# 单独查 llm.name(避免 JOIN 触发两表字段 collation 不一致)
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if ctx["default_llm_id"]:
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llm_recs = await sor.sqlExe(
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"SELECT name FROM llm WHERE id=${id}$ AND status='active'",
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{"id": ctx["default_llm_id"]})
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if llm_recs:
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ctx["default_llm_name"] = getattr(llm_recs[0], "name", "") or ""
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if ctx["pid"]:
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proj = await sor.sqlExe(
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"SELECT name, pipeline_id, default_model FROM sd_projects WHERE id=${p}$",
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{"p": ctx["pid"]})
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if proj:
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ctx["name"] = getattr(proj[0], "name", "")
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ctx["pipeline_id"] = getattr(proj[0], "pipeline_id", "") or ""
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ctx["project_model_name"] = getattr(proj[0], "default_model", "") or ""
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except Exception as e:
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logger.warning(f"gateway resolve_project failed: {e}")
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return ctx
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# ── 统一消息入口 ──
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async def run_message(self, channel: str, user_id: str, content: str,
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history=None, role: str = "", generic: bool = False,
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base_url: str = "", session_id: str = "",
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pipeline_id: str = "", model_id: str = "") -> AsyncGenerator[str, None]:
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"""统一消息入口:解析上下文 → 加载产线能力 → AgentExecutor 执行 → yield 事件流。
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Args:
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channel: 通道名(web / wechat / ...)
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user_id: 系统用户 ID(通道适配器负责把 openid 映射到 user_id)
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content: 用户消息内容
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history: 可选历史消息
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role: 可选产线内角色(驾驶舱 agent 为空)
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generic: True = 纯通用会话(不解析项目、不加载产线能力,只用 GENERAL_TOOLS + 通用心智)
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session_id: 会话内唯一标识(web 多 tab 独立会话用;空 = 单会话)
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pipeline_id: 产线默认能力(会话入口指定,如 bidding_general/sdlc_general)。
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无当前项目时用此产线装载能力,替代硬回退 DEFAULT_ABILITY_ID。
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model_id: 前端模型下拉选中的模型(llm.id 或 llm.model_id)。非空时:
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① 校验模型存在且可用 → 解析出 llm.name;
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② 持久化到当前项目(sd_projects.default_model,产线通用)——
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项目模型一经设置即生效,直到用户再次选择,不因新会话/换 tab 丢失;
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③ 本条消息直接使用该模型。
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空 = 未重新选择,沿用项目已设模型。
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"""
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from pipeline_core.agent_config import load_agent_config
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from .agent_loop_v2 import AgentExecutor
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# 1. 解析项目上下文(纯通用模式跳过,不挂任何产线插件)
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if generic:
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ctx = {"pid": "", "pipeline_id": "", "name": "", "project_model_name": ""}
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else:
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ctx = await self.resolve_project(user_id, session_id)
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# 无当前项目 → 用入口指定的默认产线(投标/开发产线各自独立入口的关键)
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if not ctx.get("pipeline_id") and pipeline_id:
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ctx["pipeline_id"] = pipeline_id
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# 1.5 模型解析与项目级持久化(优先级:本次显式选择 > 项目已设 > 个人全局 > 产线默认)
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chosen_model = ""
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if model_id:
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chosen_model = await self._resolve_and_persist_model(
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user_id, ctx.get("pid", ""), model_id)
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# 2. 会话生命周期(跟踪 project 切换;session_id 区分多 tab 会话)
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key = self._session_key(channel, user_id, session_id)
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sess = self._sessions.get(key)
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now = time.time()
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if sess is None or sess.project_id != ctx["pid"]:
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sess = GatewaySession(
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channel=channel, user_id=user_id, session_id=session_id,
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project_id=ctx["pid"], pipeline_id=ctx["pipeline_id"],
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project_name=ctx["name"], created_at=now, updated_at=now,
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)
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self._sessions[key] = sess
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else:
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sess.project_id = ctx["pid"]
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sess.pipeline_id = ctx["pipeline_id"]
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sess.project_name = ctx["name"]
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sess.updated_at = now
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# 3. 加载产线能力 + 创建 executor(generic 时不装产线能力)
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config = await load_agent_config(
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pipeline_id=ctx["pipeline_id"], project_id=ctx["pid"], generic=generic)
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# 模型覆盖优先级:本次选择 > 项目模型 > 个人全局选择(个人全局只兜底,不再压过项目设置)
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if chosen_model:
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config.model_name = chosen_model
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elif ctx.get("project_model_name"):
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config.model_name = ctx["project_model_name"]
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elif ctx.get("default_llm_name"):
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config.model_name = ctx["default_llm_name"]
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executor = AgentExecutor(
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config=config, project_id=ctx["pid"], user_id=user_id, role=role,
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base_url=base_url, generic=generic, session=sess, session_id=session_id,
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default_pipeline_id=pipeline_id)
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# 4. 转发标准化事件流
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async for chunk in executor.run(content, history=history):
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yield chunk
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async def _resolve_and_persist_model(self, user_id: str, project_id: str,
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model_id: str) -> str:
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"""校验前端选中的模型并持久化到项目。返回 llm.name(空 = 无效/未持久化,调用方走回退链)。
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model_id 兼容两种取值:llm.id(主键)或 llm.model_id(API 模型名,如 deepseek-v4-pro)——
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前端 UiCode 的 valueField 历史上两种都用过,这里统一解析,避免语义漂移。
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多租户隔离:非系统级用户只能选本机构 + 系统级共享模型。
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"""
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if not model_id:
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return ""
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try:
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from sqlor.dbpools import DBPools
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db = DBPools()
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async with db.sqlorContext("pipeline") as sor:
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org_id = ""
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try:
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urecs = await sor.sqlExe(
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"SELECT orgid FROM users WHERE id=${u}$", {"u": user_id})
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if urecs:
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org_id = getattr(urecs[0], "orgid", "") or ""
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except Exception:
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pass
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recs = await sor.sqlExe(
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"SELECT id, name, org_id FROM llm "
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"WHERE status='active' AND (id=${m}$ OR model_id=${m}$) LIMIT 1",
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{"m": model_id})
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await sor.sqlExe("COMMIT", {})
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if not recs:
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logger.warning(f"run_message: model_id 无效(不存在或未启用): {model_id}")
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return ""
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rec = recs[0]
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llm_org = getattr(rec, "org_id", "") or ""
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if org_id and org_id != "0" and llm_org not in ("", "0", org_id):
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logger.warning(f"run_message: 模型不属于本机构: {model_id} (org={org_id})")
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return ""
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name = getattr(rec, "name", "") or ""
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# 持久化到项目:项目模型一经设置即生效,直到用户再次选择
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if project_id and name:
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cur = await sor.sqlExe(
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"SELECT default_model FROM sd_projects WHERE id=${p}$",
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{"p": project_id})
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await sor.sqlExe("COMMIT", {})
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if cur and (getattr(cur[0], "default_model", "") or "") != name:
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await sor.sqlExe(
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"UPDATE sd_projects SET default_model=${m}$ WHERE id=${p}$",
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{"m": name, "p": project_id})
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await sor.sqlExe("COMMIT", {})
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logger.info(
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f"项目模型已更新: project={project_id} model={name} by={user_id}")
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return name
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except Exception as e:
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logger.warning(f"_resolve_and_persist_model failed: {e}")
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return ""
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# ── 全局单例 ──
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_gateway: Optional[Gateway] = None
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def get_gateway() -> Gateway:
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global _gateway
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if _gateway is None:
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_gateway = Gateway()
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return _gateway
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