# ============================================================ # 项目深度分析(moduleId: domain-project-analyze, 可重生 ✅) # 工程目录 Excel/SQL → 写入当前项目世界 → 明细表 + 齐备度 + 知识库补洞 plan # ============================================================ from __future__ import annotations import os import re from typing import Any from server.aps_domain.readiness import check_readiness World = dict[str, Any] def _project_ctx(session_id: str | None) -> tuple[dict | None, str]: try: from server.state.projects import get_project_store snap = get_project_store().snapshot(include_messages=False) except Exception: return None, "" sessions = {s["id"]: s for s in (snap.get("sessions") or []) if isinstance(s, dict)} projects = {p["id"]: p for p in (snap.get("projects") or []) if isinstance(p, dict)} sess = sessions.get(session_id or "") or {} proj = projects.get(sess.get("projectId") or "") if sess.get("projectId") else None work = (proj.get("workDir") or "").strip() if proj else "" return proj, work def _fill_from_knowledge(world: World, product_codes: list[str]) -> list[dict[str, Any]]: """缺工艺时用行业模板/知识库自动补;返回动作清单。""" actions: list[dict[str, Any]] = [] try: from server.knowledge.routing_templates import recommend_templates, apply_template_to_product except Exception: return actions routes = {r.get("productCode") for r in (world.get("flexRoutings") or [])} mats = {m.get("code") for m in (world.get("flexMaterials") or [])} for pc in product_codes: if not pc: continue if pc not in mats: world.setdefault("flexMaterials", []).append({ "id": len(world.get("flexMaterials") or []) + 1, "code": pc, "name": pc, "type": "FINISHED_PRODUCT", "unit": "件", "stock": 0, "inTransit": 0, "safetyStock": 0, "procurementLeadTime": 0, }) actions.append({"type": "material_stub", "productCode": pc, "detail": f"物料主数据缺失,已建产品档案占位 {pc}"}) if pc in routes: continue name = next((m.get("name") for m in (world.get("flexMaterials") or []) if m.get("code") == pc), pc) try: recs = recommend_templates(f"{pc} {name}") or [] except Exception: recs = [] if not recs: actions.append({"type": "need_routing", "productCode": pc, "detail": f"产品 {pc} 无工艺,知识库也无匹配模板,需客户提供工艺路线"}) continue tpl = recs[0] code = tpl.get("code") or tpl.get("templateCode") try: apply_template_to_product(world, code, pc) actions.append({ "type": "template_applied", "productCode": pc, "template": code, "templateName": tpl.get("name"), "detail": f"产品 {pc} 缺工艺 → 已用知识库模板「{tpl.get('name') or code}」生成", }) routes.add(pc) except Exception as exc: actions.append({"type": "template_failed", "productCode": pc, "detail": f"模板 {code} 应用失败:{exc}"}) return actions def analyze_project_deep( world: World, session_id: str | None = None, *, apply_sql: bool = True, query: str = "", ) -> dict[str, Any]: """深度分析当前项目:目录包(SQL/Excel)+ 世界主数据 + 知识库补洞。""" try: from server.agent_core.progress import emit_thinking except Exception: def emit_thinking(*_a, **_k): # type: ignore return None proj, work = _project_ctx(session_id) sources: list[str] = [] sql_preview: dict[str, Any] | None = None applied: dict[str, int] = {} kb_actions: list[dict[str, Any]] = [] emit_thinking("定位工程目录", (proj or {}).get("name") or "当前项目", pct=2) if work and os.path.isdir(work): names = sorted(os.listdir(work)) sqls = [n for n in names if n.lower().endswith(".sql") and not n.startswith("~$")] xls = [n for n in names if re.search(r"\.(xlsx|xlsm|csv)$", n, re.I) and not n.startswith("~$")] emit_thinking( "清点目录文件", f"SQL {len(sqls)} · Excel/CSV {len(xls)}", pct=5, ) if sqls: from server.importers.sql_pack import preview_sql_file, apply_sql_pack_to_world # 优先最大的 sql(完整库) sqls_sorted = sorted(sqls, key=lambda n: os.path.getsize(os.path.join(work, n)), reverse=True) path = os.path.join(work, sqls_sorted[0]) sources.append(f"SQL:{sqls_sorted[0]}") try: sql_preview = preview_sql_file(path) if apply_sql and sql_preview.get("flex"): emit_thinking("写入项目世界", "订单 / 物料 / 工艺 / 设备", pct=93) # SQL 包是工程目录真相源,始终整包覆盖,避免旧错误工艺残留 applied = apply_sql_pack_to_world( world, sql_preview["flex"], replace=True) emit_thinking( "入库完成", "、".join(f"{k}{v}" for k, v in applied.items()) or "无新增", status="done", pct=95, ) except Exception as exc: sql_preview = {"error": str(exc), "filename": sqls_sorted[0]} emit_thinking("SQL 解析失败", str(exc), status="warn") if xls: sources.append(f"Excel×{len(xls)}") try: from server.aps_domain.folder_pack import analyze_work_dir emit_thinking("核对 Excel/CSV", f"{len(xls)} 个表格", pct=96) # 仅作文件清单;主数据以 SQL/世界为准 folder = analyze_work_dir(world, session_id) except Exception: folder = None else: folder = None else: folder = None emit_thinking("未挂工程目录", "仅分析当前项目世界里的数据", status="warn", pct=10) # 知识库补洞:缺工艺的产品 emit_thinking("检查齐备度与知识库", "缺工艺时自动匹配行业模板", pct=97) active = [o for o in (world.get("flexOrders") or []) if (o.get("status") or "") not in ("DONE", "CANCELLED")] pcs = list({str(o.get("productCode") or "") for o in active}) kb_actions = _fill_from_knowledge(world, pcs) if kb_actions: emit_thinking( "知识库补洞", f"{len(kb_actions)} 项(模板/占位/待客户补)", status="done", pct=98, ) ready = check_readiness(world) emit_thinking("整理分析报告", f"订单 {len(active)} 张", status="done", pct=99) mats = world.get("flexMaterials") or [] routes = world.get("flexRoutings") or [] equip = [e for e in (world.get("flexEquipment") or []) if e.get("status") == "RUNNING"] bom = world.get("flexBom") or [] order_rows = [{ "orderNo": o.get("orderNo"), "productCode": o.get("productCode"), "productName": o.get("productName") or next( (m.get("name") for m in mats if m.get("code") == o.get("productCode")), ""), "quantity": o.get("quantity"), "dueDate": o.get("dueDate"), "customerName": o.get("customerName") or "", "ready": next((r["ready"] for r in ready["orders"] if r["orderNo"] == o.get("orderNo")), False), } for o in active[:80]] # 主数据抽样:订单涉及的产品优先 need_codes = {r["productCode"] for r in order_rows if r.get("productCode")} mat_rows = [] for m in mats: if need_codes and m.get("code") not in need_codes and len(mat_rows) >= 40: continue if m.get("code") in need_codes or len(mat_rows) < 40: mat_rows.append({ "code": m.get("code"), "name": m.get("name"), "type": m.get("type"), "unit": m.get("unit"), "stock": m.get("stock"), }) if len(mat_rows) >= 60: break route_rows = [] for r in routes: if need_codes and r.get("productCode") not in need_codes and len(route_rows) >= 40: continue route_rows.append({ "productCode": r.get("productCode"), "seq": r.get("seq"), "operationCode": r.get("operationCode"), "operationName": r.get("operationName") or r.get("operationCode"), "stdMin": r.get("stdTimePerUnit"), }) if len(route_rows) >= 80: break equip_rows = [{ "code": e.get("code"), "name": e.get("name"), "capabilities": "、".join((e.get("capabilities") or [])[:6]), } for e in equip[:40]] # 缺口 plan:先库后客户(同类缺口合并,避免刷屏) plan: list[str] = [] need_rt = [a for a in kb_actions if a.get("type") == "need_routing"] applied_tpl = [a for a in kb_actions if a.get("type") == "template_applied"] other_kb = [a for a in kb_actions if a.get("type") not in ("need_routing", "template_applied")] if applied_tpl: plan.append(f"✓ 已用知识库模板补工艺 {len(applied_tpl)} 个产品") for a in applied_tpl[:5]: plan.append(f" · {a.get('productCode')} ← {a.get('templateName') or a.get('template')}") if len(applied_tpl) > 5: plan.append(f" · …另有 {len(applied_tpl) - 5} 个") if need_rt: samples = "、".join(str(a.get("productCode") or "") for a in need_rt[:8]) more = f" 等共 {len(need_rt)} 个" if len(need_rt) > 8 else f"({len(need_rt)} 个)" plan.append( f"△ SQL/知识库仍未挂上工艺的产品:{samples}{more}。" f"若现场库本有工艺,请重新「分析项目」(工艺按订单 craftl 关联,不是中间件料号)" ) for a in other_kb[:6]: plan.append(f"· {a['detail']}") s = ready["summary"] if s.get("blocked"): plan.append(f"△ 仍有 {s['blocked']} 张单齐备度未过,见订单明细「是否可排」列") if not active: plan.append("△ 没有订单:请在工程目录放订单表/SQL,或说「新建订单」") if not equip: plan.append("△ 没有可用设备:请提供设备台账,或从 SQL 的 md_equipment 导入") if not plan: plan.append("✓ 主数据与知识库已齐,可直接说「给我排产」") proj_name = (proj or {}).get("name") or "当前项目" md_lines = [ f"**项目深度分析 · {proj_name}**", "", f"数据来源:{'、'.join(sources) if sources else '当前项目世界(未挂工程目录文件)'}", ] if applied: md_lines.append( "已从 SQL 入库:" + "、".join(f"{k} {v}" for k, v in applied.items()) ) if sql_preview and sql_preview.get("fieldMapText"): md_lines.append(f"SQL 包识别:{sql_preview['fieldMapText']}") md_lines += [ "", f"订单 **{len(active)}** · 物料 **{len(mats)}** · 工艺步 **{len(routes)}** · " f"设备 **{len(equip)}** · BOM **{len(bom)}**", "", "### 订单明细(本项目)", "", "| 订单号 | 产品 | 名称 | 数量 | 交期 | 客户 | 可排 |", "| --- | --- | --- | ---: | --- | --- | --- |", ] for r in order_rows[:30]: md_lines.append( f"| {r['orderNo']} | {r['productCode']} | {str(r.get('productName') or '')[:16]} " f"| {r['quantity']} | {r['dueDate'] or '—'} | {str(r.get('customerName') or '')[:12]} " f"| {'✓' if r['ready'] else '×'} |" ) if len(order_rows) > 30: md_lines.append(f"| … | 另有 {len(order_rows) - 30} 张 | | | | | |") md_lines += [ "", "### 主数据(产品/物料抽样)", "", "| 编码 | 名称 | 类型 | 单位 | 库存 |", "| --- | --- | --- | --- | ---: |", ] for m in mat_rows[:25]: md_lines.append( f"| {m['code']} | {str(m.get('name') or '')[:20]} | {m.get('type')} " f"| {m.get('unit')} | {m.get('stock') or 0} |" ) md_lines += ["", "### 补数 Plan(先知识库/数据库,再找客户)", ""] for i, p in enumerate(plan[:12], 1): md_lines.append(f"{i}. {p}") return { "ok": True, "projectName": proj_name, "workDir": work, "sources": sources, "applied": applied, "sqlPreview": { "filename": (sql_preview or {}).get("filename"), "fieldMapText": (sql_preview or {}).get("fieldMapText"), "tables": (sql_preview or {}).get("tables") or [], "error": (sql_preview or {}).get("error"), } if sql_preview else None, "folder": {"files": (folder or {}).get("files") or []} if folder else None, "orders": order_rows, "materials": mat_rows, "routings": route_rows, "equipment": equip_rows, "kbActions": kb_actions, "plan": plan, "readiness": ready, "summary": { "orders": len(active), "materials": len(mats), "routings": len(routes), "equipment": len(equip), "bom": len(bom), "ready": s.get("ready", 0), "blocked": s.get("blocked", 0), }, "canSchedule": s.get("ready", 0) > 0 and not ready.get("globalIssues"), "markdown": "\n".join(md_lines), }