feat: 添加 AI 重复物料巡检功能，支持生成人工复核清单和导出 CSV
This commit is contained in:
10
README.md
10
README.md
@@ -359,11 +359,11 @@ cp /www/wwwroot/inventory/data/inventory.db /www/backup/inventory_$(date +%F).db
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### 第二阶段：提升库存数据质量
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### 第二阶段：提升库存数据质量
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- [ ] AI 重复物料巡检
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- [x] AI 重复物料巡检
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- [ ] 定期扫描库存，找出“疑似同料号”“疑似同参数”“疑似同立创编号”的记录
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- [x] 定期扫描库存，找出“疑似同料号”“疑似同参数”“疑似同立创编号”的记录
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- [ ] 输出“疑似重复物料清单”，由人工决定是否合并
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- [x] 输出“疑似重复物料清单”，由人工决定是否合并
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- [ ] 给出重复原因说明，例如名称近似、规格一致、备注含相同 LCSC 编号
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- [x] 给出重复原因说明，例如名称近似、规格一致、备注含相同 LCSC 编号
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- [ ] 增加“建议统一名称/规格写法”的辅助提示
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- [x] 增加“建议统一名称/规格写法”的辅助提示
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### 第三阶段：升级补货能力
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### 第三阶段：升级补货能力
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326
app.py
326
app.py
@@ -1491,6 +1491,184 @@ def _build_restock_payload(*, limit: int = 20, threshold: int = LOW_STOCK_THRESH
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}
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}
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def _normalize_part_no_key(part_no: str) -> str:
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return (part_no or "").strip().upper()
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def _pick_standard_text(values: list[str]) -> str:
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"""从多个文本候选中挑选建议标准写法。
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中文说明：优先选择出现次数最多的写法；若次数相同，选择长度更长的写法，
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这样一般能保留更多有效信息。
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"""
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bucket = {}
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for value in values:
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text = (value or "").strip()
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if not text:
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continue
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bucket[text] = bucket.get(text, 0) + 1
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if not bucket:
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return ""
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ordered = sorted(bucket.items(), key=lambda item: (-item[1], -len(item[0]), item[0]))
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return ordered[0][0]
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def _build_duplicate_member(component: Component, box_by_id: dict[int, Box]) -> dict:
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box = box_by_id.get(component.box_id)
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lcsc_code = _extract_lcsc_code_from_text(component.note or "")
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if not lcsc_code:
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lcsc_code = _extract_lcsc_code_from_text(component.part_no or "")
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return {
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"component_id": component.id,
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"part_no": component.part_no or "",
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"name": component.name or "",
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"specification": component.specification or "",
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"quantity": int(component.quantity or 0),
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"lcsc_code": lcsc_code,
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"box_id": component.box_id,
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"box_name": box.name if box else f"盒 {component.box_id}",
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"slot_code": slot_code_for_box(box, component.slot_index) if box else str(component.slot_index),
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"edit_url": url_for("edit_component", box_id=component.box_id, slot=component.slot_index),
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}
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def _build_duplicate_audit_payload(limit_groups: int = 60) -> dict:
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"""构建重复物料巡检结果。
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中文说明：本巡检不自动合并库存，只输出“疑似重复”清单和原因，
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由人工在编辑页确认后执行合并，保持现有安全策略。
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"""
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boxes = Box.query.all()
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box_by_id = {box.id: box for box in boxes}
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enabled_components = Component.query.filter_by(is_enabled=True).all()
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by_part_no = {}
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by_material = {}
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by_lcsc = {}
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for component in enabled_components:
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part_no_key = _normalize_part_no_key(component.part_no)
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if part_no_key:
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by_part_no.setdefault(part_no_key, []).append(component)
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material_key = _material_identity_key(component.name, component.specification)
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if material_key:
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by_material.setdefault(material_key, []).append(component)
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lcsc_code = _extract_lcsc_code_from_text(component.note or "")
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if not lcsc_code:
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lcsc_code = _extract_lcsc_code_from_text(component.part_no or "")
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if lcsc_code:
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by_lcsc.setdefault(lcsc_code, []).append(component)
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def make_groups(source: dict, group_type: str, reason_text: str) -> list[dict]:
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groups = []
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for key, members in source.items():
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if len(members) < 2:
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continue
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sorted_members = sorted(members, key=lambda c: (c.box_id, c.slot_index, c.id))
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names = [(c.name or "").strip() for c in sorted_members]
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specifications = [(c.specification or "").strip() for c in sorted_members]
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unique_names = sorted({text for text in names if text})
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unique_specifications = sorted({text for text in specifications if text})
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standard_name = _pick_standard_text(names)
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standard_specification = _pick_standard_text(specifications)
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suggestion_lines = []
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if len(unique_names) > 1 and standard_name:
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suggestion_lines.append(f"建议统一名称为: {standard_name}")
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if len(unique_specifications) > 1 and standard_specification:
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suggestion_lines.append(f"建议统一规格为: {standard_specification}")
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if not suggestion_lines:
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suggestion_lines.append("命名和规格写法基本一致，可仅核对是否需要合并库存位置")
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groups.append(
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{
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"type": group_type,
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"key": key,
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"reason": reason_text,
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"member_count": len(sorted_members),
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"unique_name_count": len(unique_names),
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"unique_specification_count": len(unique_specifications),
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"standard_name": standard_name,
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"standard_specification": standard_specification,
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"suggestion": "；".join(suggestion_lines),
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"members": [_build_duplicate_member(component, box_by_id) for component in sorted_members],
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}
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)
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groups.sort(key=lambda row: (-int(row["member_count"]), row["key"]))
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return groups[:limit_groups]
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part_no_groups = make_groups(by_part_no, "part_no", "疑似同料号")
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material_groups = make_groups(by_material, "material", "疑似同参数")
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lcsc_groups = make_groups(by_lcsc, "lcsc", "疑似同立创编号")
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all_groups = part_no_groups + material_groups + lcsc_groups
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all_groups.sort(key=lambda row: (-int(row["member_count"]), row["type"], row["key"]))
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return {
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"generated_at": datetime.now().strftime("%Y-%m-%d %H:%M:%S"),
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"total_enabled": len(enabled_components),
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"total_groups": len(all_groups),
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"part_no_groups": part_no_groups,
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"material_groups": material_groups,
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"lcsc_groups": lcsc_groups,
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"groups": all_groups[:limit_groups],
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}
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def _build_duplicate_audit_summary_with_ai(payload: dict, settings: dict) -> tuple[str, str]:
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api_key = (settings.get("api_key") or "").strip()
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api_url = (settings.get("api_url") or "").strip()
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model = (settings.get("model") or "").strip()
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if not api_key or not api_url or not model:
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return "", "AI 参数未完整配置，摘要使用规则生成"
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brief_payload = {
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"generated_at": payload.get("generated_at"),
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"total_enabled": payload.get("total_enabled", 0),
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"total_groups": payload.get("total_groups", 0),
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"part_no_groups": len(payload.get("part_no_groups", [])),
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"material_groups": len(payload.get("material_groups", [])),
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"lcsc_groups": len(payload.get("lcsc_groups", [])),
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"top_groups": [
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{
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"reason": g.get("reason", ""),
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"key": g.get("key", ""),
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"member_count": g.get("member_count", 0),
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"suggestion": g.get("suggestion", ""),
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}
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for g in payload.get("groups", [])[:8]
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],
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}
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system_prompt = (
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"你是库存数据治理助手。"
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"请输出简短中文总结（不超过120字），包含风险级别和处理优先顺序。"
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"不要使用Markdown。"
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)
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user_prompt = "重复物料巡检结果(JSON):\n" + json.dumps(brief_payload, ensure_ascii=False)
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try:
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summary = _call_siliconflow_chat(
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system_prompt,
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user_prompt,
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api_url=api_url,
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model=model,
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api_key=api_key,
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timeout=int(settings.get("timeout", 30)),
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)
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return summary, ""
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except Exception:
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return "", "AI 摘要生成失败，已使用规则结果"
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def _call_siliconflow_chat(
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def _call_siliconflow_chat(
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system_prompt: str,
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system_prompt: str,
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user_prompt: str,
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user_prompt: str,
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@@ -2849,6 +3027,154 @@ def ai_restock_plan():
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}
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}
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@app.route("/ai/duplicate-audit", methods=["POST"])
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def ai_duplicate_audit():
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"""AI 重复物料巡检接口。
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中文说明：
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1. 巡检同料号、同参数、同立创编号三类疑似重复；
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2. 输出重复原因与标准化建议；
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3. 不自动合并，仅提供人工核对清单。
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"""
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payload = _build_duplicate_audit_payload(limit_groups=60)
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settings = _get_ai_settings()
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summary = ""
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parse_warning = ""
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if payload.get("total_groups", 0) > 0:
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summary, parse_warning = _build_duplicate_audit_summary_with_ai(payload, settings)
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if not summary:
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part_no_count = len(payload.get("part_no_groups", []))
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material_count = len(payload.get("material_groups", []))
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lcsc_count = len(payload.get("lcsc_groups", []))
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summary = (
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"巡检完成: "
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f"同料号 {part_no_count} 组，"
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f"同参数 {material_count} 组，"
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f"同立创编号 {lcsc_count} 组。"
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"请优先处理成员数较多的分组。"
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)
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return {
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"ok": True,
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"summary": summary,
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"parse_warning": parse_warning,
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"data": payload,
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}
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@app.route("/ai/duplicate-audit/export")
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def export_duplicate_audit_csv():
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"""导出重复物料巡检结果 CSV。"""
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limit_raw = (request.args.get("limit", "200") or "200").strip()
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try:
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limit_groups = int(limit_raw)
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except ValueError:
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limit_groups = 200
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limit_groups = min(max(limit_groups, 1), 1000)
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payload = _build_duplicate_audit_payload(limit_groups=limit_groups)
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groups = payload.get("groups", [])
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selected_group_ids = {
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(group_id or "").strip()
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for group_id in request.args.getlist("group_id")
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if (group_id or "").strip()
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}
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if selected_group_ids:
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groups = [
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group
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for group in groups
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if f"{group.get('type', '')}::{group.get('key', '')}" in selected_group_ids
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]
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output = StringIO()
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writer = csv.writer(output)
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writer.writerow(
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[
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"巡检时间(generated_at)",
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"重复类型(type)",
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"重复原因(reason)",
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"分组标识(key)",
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"分组成员数(member_count)",
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"建议(suggestion)",
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"标准名称建议(standard_name)",
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"标准规格建议(standard_specification)",
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"元件ID(component_id)",
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"料号(part_no)",
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"名称(name)",
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"规格(specification)",
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"数量(quantity)",
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"立创编号(lcsc_code)",
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"盒子名称(box_name)",
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"位置编号(slot_code)",
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"编辑链接(edit_url)",
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]
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)
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generated_at = payload.get("generated_at", "")
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for group in groups:
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members = group.get("members", []) or [None]
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for member in members:
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if member is None:
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writer.writerow(
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[
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generated_at,
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group.get("type", ""),
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group.get("reason", ""),
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group.get("key", ""),
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group.get("member_count", 0),
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group.get("suggestion", ""),
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group.get("standard_name", ""),
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group.get("standard_specification", ""),
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"",
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"",
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"",
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"",
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"",
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"",
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"",
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"",
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"",
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]
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)
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continue
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writer.writerow(
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[
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generated_at,
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group.get("type", ""),
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group.get("reason", ""),
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group.get("key", ""),
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group.get("member_count", 0),
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group.get("suggestion", ""),
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group.get("standard_name", ""),
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group.get("standard_specification", ""),
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member.get("component_id", ""),
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member.get("part_no", ""),
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member.get("name", ""),
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member.get("specification", ""),
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member.get("quantity", 0),
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member.get("lcsc_code", ""),
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member.get("box_name", ""),
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member.get("slot_code", ""),
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member.get("edit_url", ""),
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]
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)
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csv_content = "\ufeff" + output.getvalue()
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output.close()
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scope = "selected" if selected_group_ids else "all"
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||||||
|
filename = f"duplicate_audit_{scope}_{datetime.now().strftime('%Y%m%d_%H%M%S')}.csv"
|
||||||
|
|
||||||
|
return Response(
|
||||||
|
csv_content,
|
||||||
|
mimetype="text/csv; charset=utf-8",
|
||||||
|
headers={"Content-Disposition": f"attachment; filename={filename}"},
|
||||||
|
)
|
||||||
|
|
||||||
|
|
||||||
@app.route("/ai/settings", methods=["GET", "POST"])
|
@app.route("/ai/settings", methods=["GET", "POST"])
|
||||||
def ai_settings_page():
|
def ai_settings_page():
|
||||||
settings = _get_ai_settings()
|
settings = _get_ai_settings()
|
||||||
|
|||||||
@@ -370,6 +370,11 @@ body {
|
|||||||
.side-low-stock-list li {
|
.side-low-stock-list li {
|
||||||
border: 1px solid var(--line);
|
border: 1px solid var(--line);
|
||||||
border-radius: var(--radius);
|
border-radius: var(--radius);
|
||||||
|
.ai-divider {
|
||||||
|
border: 0;
|
||||||
|
border-top: 1px solid var(--line);
|
||||||
|
margin: var(--space-2) 0;
|
||||||
|
}
|
||||||
padding: 10px;
|
padding: 10px;
|
||||||
display: flex;
|
display: flex;
|
||||||
justify-content: space-between;
|
justify-content: space-between;
|
||||||
@@ -488,6 +493,12 @@ body {
|
|||||||
font: 13px/1.55 Consolas, "Cascadia Mono", monospace;
|
font: 13px/1.55 Consolas, "Cascadia Mono", monospace;
|
||||||
}
|
}
|
||||||
|
|
||||||
|
.ai-divider {
|
||||||
|
border: 0;
|
||||||
|
border-top: 1px solid var(--line);
|
||||||
|
margin: var(--space-2) 0;
|
||||||
|
}
|
||||||
|
|
||||||
.ai-plan-groups {
|
.ai-plan-groups {
|
||||||
display: grid;
|
display: grid;
|
||||||
gap: var(--space-2);
|
gap: var(--space-2);
|
||||||
|
|||||||
@@ -101,6 +101,21 @@
|
|||||||
<summary>查看原始 AI 文本</summary>
|
<summary>查看原始 AI 文本</summary>
|
||||||
<pre id="ai-panel-content" class="ai-panel-content"></pre>
|
<pre id="ai-panel-content" class="ai-panel-content"></pre>
|
||||||
</details>
|
</details>
|
||||||
|
|
||||||
|
<hr class="ai-divider">
|
||||||
|
|
||||||
|
<div class="ai-panel-head">
|
||||||
|
<h2>AI重复物料巡检</h2>
|
||||||
|
</div>
|
||||||
|
<p class="hint">扫描疑似同料号、同参数、同立创编号记录，生成人工复核清单。</p>
|
||||||
|
<div class="actions">
|
||||||
|
<button class="btn" id="ai-duplicate-btn" type="button">开始巡检</button>
|
||||||
|
<button class="btn btn-light" id="ai-duplicate-export-current-btn" type="button">导出当前显示</button>
|
||||||
|
<button class="btn btn-light" id="ai-duplicate-export-all-btn" type="button">导出全量</button>
|
||||||
|
</div>
|
||||||
|
<p class="hint" id="ai-duplicate-status"></p>
|
||||||
|
<p class="hint" id="ai-duplicate-warning"></p>
|
||||||
|
<div id="ai-duplicate-groups" class="ai-plan-groups"></div>
|
||||||
</section>
|
</section>
|
||||||
</aside>
|
</aside>
|
||||||
</div>
|
</div>
|
||||||
@@ -244,6 +259,167 @@
|
|||||||
});
|
});
|
||||||
});
|
});
|
||||||
})();
|
})();
|
||||||
|
|
||||||
|
(function () {
|
||||||
|
var auditBtn = document.getElementById('ai-duplicate-btn');
|
||||||
|
var exportCurrentBtn = document.getElementById('ai-duplicate-export-current-btn');
|
||||||
|
var exportAllBtn = document.getElementById('ai-duplicate-export-all-btn');
|
||||||
|
var statusNode = document.getElementById('ai-duplicate-status');
|
||||||
|
var warningNode = document.getElementById('ai-duplicate-warning');
|
||||||
|
var groupsWrap = document.getElementById('ai-duplicate-groups');
|
||||||
|
var latestAuditGroups = [];
|
||||||
|
|
||||||
|
if (!auditBtn || !exportCurrentBtn || !exportAllBtn || !statusNode || !groupsWrap) {
|
||||||
|
return;
|
||||||
|
}
|
||||||
|
|
||||||
|
function clearGroups() {
|
||||||
|
latestAuditGroups = [];
|
||||||
|
groupsWrap.innerHTML = '';
|
||||||
|
}
|
||||||
|
|
||||||
|
function renderAuditGroups(groups) {
|
||||||
|
clearGroups();
|
||||||
|
if (!Array.isArray(groups) || !groups.length) {
|
||||||
|
var empty = document.createElement('p');
|
||||||
|
empty.className = 'muted';
|
||||||
|
empty.textContent = '未发现疑似重复物料';
|
||||||
|
groupsWrap.appendChild(empty);
|
||||||
|
return;
|
||||||
|
}
|
||||||
|
|
||||||
|
latestAuditGroups = groups.slice();
|
||||||
|
|
||||||
|
groups.forEach(function (group) {
|
||||||
|
var section = document.createElement('section');
|
||||||
|
section.className = 'ai-plan-group ai-audit-group';
|
||||||
|
|
||||||
|
var title = document.createElement('h3');
|
||||||
|
title.textContent = (group.reason || '疑似重复') + ' | ' + (group.key || '-') + '（' + (group.member_count || 0) + '）';
|
||||||
|
section.appendChild(title);
|
||||||
|
|
||||||
|
var suggestion = document.createElement('p');
|
||||||
|
suggestion.className = 'hint';
|
||||||
|
suggestion.textContent = '建议: ' + (group.suggestion || '请人工复核');
|
||||||
|
section.appendChild(suggestion);
|
||||||
|
|
||||||
|
var list = document.createElement('ul');
|
||||||
|
list.className = 'side-low-stock-list';
|
||||||
|
|
||||||
|
(group.members || []).forEach(function (member) {
|
||||||
|
var li = document.createElement('li');
|
||||||
|
|
||||||
|
var content = document.createElement('div');
|
||||||
|
var strong = document.createElement('strong');
|
||||||
|
strong.textContent = (member.name || '未命名元件') + ' (' + (member.part_no || '-') + ')';
|
||||||
|
content.appendChild(strong);
|
||||||
|
|
||||||
|
var spec = document.createElement('p');
|
||||||
|
spec.className = 'hint';
|
||||||
|
spec.textContent = '规格: ' + (member.specification || '-');
|
||||||
|
content.appendChild(spec);
|
||||||
|
|
||||||
|
var pos = document.createElement('p');
|
||||||
|
pos.className = 'hint';
|
||||||
|
pos.textContent = (member.box_name || '-') + ' / ' + (member.slot_code || '-') + ' | 数量 ' + (member.quantity || 0);
|
||||||
|
content.appendChild(pos);
|
||||||
|
|
||||||
|
if (member.lcsc_code) {
|
||||||
|
var lcsc = document.createElement('p');
|
||||||
|
lcsc.className = 'hint';
|
||||||
|
lcsc.textContent = '立创编号: ' + member.lcsc_code;
|
||||||
|
content.appendChild(lcsc);
|
||||||
|
}
|
||||||
|
|
||||||
|
li.appendChild(content);
|
||||||
|
|
||||||
|
if (member.edit_url) {
|
||||||
|
var editBtn = document.createElement('a');
|
||||||
|
editBtn.className = 'btn btn-light';
|
||||||
|
editBtn.href = member.edit_url;
|
||||||
|
editBtn.textContent = '编辑';
|
||||||
|
li.appendChild(editBtn);
|
||||||
|
}
|
||||||
|
|
||||||
|
list.appendChild(li);
|
||||||
|
});
|
||||||
|
|
||||||
|
section.appendChild(list);
|
||||||
|
groupsWrap.appendChild(section);
|
||||||
|
});
|
||||||
|
}
|
||||||
|
|
||||||
|
auditBtn.addEventListener('click', function () {
|
||||||
|
auditBtn.disabled = true;
|
||||||
|
statusNode.textContent = '正在巡检重复物料，请稍候...';
|
||||||
|
if (warningNode) {
|
||||||
|
warningNode.textContent = '';
|
||||||
|
}
|
||||||
|
clearGroups();
|
||||||
|
|
||||||
|
fetch('{{ url_for('ai_duplicate_audit') }}', {
|
||||||
|
method: 'POST',
|
||||||
|
headers: {
|
||||||
|
'Content-Type': 'application/json'
|
||||||
|
},
|
||||||
|
body: '{}'
|
||||||
|
})
|
||||||
|
.then(function (resp) {
|
||||||
|
return resp.json().then(function (data) {
|
||||||
|
return { ok: resp.ok, data: data };
|
||||||
|
});
|
||||||
|
})
|
||||||
|
.then(function (result) {
|
||||||
|
var data = result.data || {};
|
||||||
|
if (!result.ok || !data.ok) {
|
||||||
|
statusNode.textContent = '巡检失败';
|
||||||
|
if (warningNode) {
|
||||||
|
warningNode.textContent = data.message || '服务暂时不可用';
|
||||||
|
}
|
||||||
|
return;
|
||||||
|
}
|
||||||
|
|
||||||
|
statusNode.textContent = data.summary || '巡检已完成';
|
||||||
|
if (warningNode) {
|
||||||
|
warningNode.textContent = data.parse_warning || '';
|
||||||
|
}
|
||||||
|
renderAuditGroups((data.data && data.data.groups) || []);
|
||||||
|
})
|
||||||
|
.catch(function () {
|
||||||
|
statusNode.textContent = '巡检失败';
|
||||||
|
if (warningNode) {
|
||||||
|
warningNode.textContent = '请求失败，请稍后重试';
|
||||||
|
}
|
||||||
|
})
|
||||||
|
.finally(function () {
|
||||||
|
auditBtn.disabled = false;
|
||||||
|
});
|
||||||
|
});
|
||||||
|
|
||||||
|
exportCurrentBtn.addEventListener('click', function () {
|
||||||
|
if (!latestAuditGroups.length) {
|
||||||
|
statusNode.textContent = '请先运行巡检，再导出当前显示结果';
|
||||||
|
if (warningNode) {
|
||||||
|
warningNode.textContent = '';
|
||||||
|
}
|
||||||
|
return;
|
||||||
|
}
|
||||||
|
|
||||||
|
var params = new URLSearchParams();
|
||||||
|
params.set('limit', String(latestAuditGroups.length));
|
||||||
|
latestAuditGroups.forEach(function (group) {
|
||||||
|
params.append('group_id', (group.type || '') + '::' + (group.key || ''));
|
||||||
|
});
|
||||||
|
|
||||||
|
var downloadUrl = '{{ url_for('export_duplicate_audit_csv') }}?' + params.toString();
|
||||||
|
window.location.href = downloadUrl;
|
||||||
|
});
|
||||||
|
|
||||||
|
exportAllBtn.addEventListener('click', function () {
|
||||||
|
var downloadUrl = '{{ url_for('export_duplicate_audit_csv') }}?limit=1000';
|
||||||
|
window.location.href = downloadUrl;
|
||||||
|
});
|
||||||
|
})();
|
||||||
</script>
|
</script>
|
||||||
</body>
|
</body>
|
||||||
</html>
|
</html>
|
||||||
|
|||||||
Reference in New Issue
Block a user