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# Graph Report - app (2026-10-07)
## Corpus Check
- Large corpus: 279 files · ~334,493 words. Semantic extraction will be expensive (many Claude tokens). Consider running on a subfolder, or use --no-semantic to run AST-only.
## Summary
- 5747 nodes · 31661 edges · 42 communities detected
- Extraction: 32% EXTRACTED · 68% INFERRED · 0% AMBIGUOUS · INFERRED: 21675 edges (avg confidence: 0.6)
- Token cost: 0 input · 0 output
## Community Hubs (Navigation)
- [[_COMMUNITY_Community 0|Community 0]]
- [[_COMMUNITY_Community 1|Community 1]]
- [[_COMMUNITY_Community 2|Community 2]]
- [[_COMMUNITY_Community 3|Community 3]]
- [[_COMMUNITY_Community 4|Community 4]]
- [[_COMMUNITY_Community 5|Community 5]]
- [[_COMMUNITY_Community 6|Community 6]]
- [[_COMMUNITY_Community 7|Community 7]]
- [[_COMMUNITY_Community 8|Community 8]]
- [[_COMMUNITY_Community 9|Community 9]]
- [[_COMMUNITY_Community 10|Community 10]]
- [[_COMMUNITY_Community 11|Community 11]]
- [[_COMMUNITY_Community 12|Community 12]]
- [[_COMMUNITY_Community 13|Community 13]]
- [[_COMMUNITY_Community 14|Community 14]]
- [[_COMMUNITY_Community 15|Community 15]]
- [[_COMMUNITY_Community 16|Community 16]]
- [[_COMMUNITY_Community 17|Community 17]]
- [[_COMMUNITY_Community 18|Community 18]]
- [[_COMMUNITY_Community 19|Community 19]]
- [[_COMMUNITY_Community 20|Community 20]]
- [[_COMMUNITY_Community 21|Community 21]]
- [[_COMMUNITY_Community 22|Community 22]]
- [[_COMMUNITY_Community 23|Community 23]]
- [[_COMMUNITY_Community 24|Community 24]]
- [[_COMMUNITY_Community 25|Community 25]]
- [[_COMMUNITY_Community 26|Community 26]]
- [[_COMMUNITY_Community 27|Community 27]]
- [[_COMMUNITY_Community 28|Community 28]]
- [[_COMMUNITY_Community 29|Community 29]]
- [[_COMMUNITY_Community 30|Community 30]]
- [[_COMMUNITY_Community 31|Community 31]]
- [[_COMMUNITY_Community 32|Community 32]]
- [[_COMMUNITY_Community 33|Community 33]]
- [[_COMMUNITY_Community 34|Community 34]]
- [[_COMMUNITY_Community 35|Community 35]]
- [[_COMMUNITY_Community 38|Community 38]]
- [[_COMMUNITY_Community 39|Community 39]]
- [[_COMMUNITY_Community 40|Community 40]]
- [[_COMMUNITY_Community 41|Community 41]]
- [[_COMMUNITY_Community 42|Community 42]]
- [[_COMMUNITY_Community 43|Community 43]]
## God Nodes (most connected - your core abstractions)
1. `success_response()` - 805 edges
2. `error_response()` - 676 edges
3. `SysUser` - 640 edges
4. `BizQcTaskResult` - 372 edges
5. `BizProductionMaterial` - 356 edges
6. `BizProductionMaterialUsage` - 349 edges
7. `BizQcMaterialUsage` - 347 edges
8. `BizQcMaterial` - 337 edges
9. `BizProductionMaterialStockBatch` - 336 edges
10. `BizMaterialUsage` - 333 edges
## Surprising Connections (you probably didn't know these)
- `统一记录 API 请求/响应出入参的中间件` --uses--> `SysApiRequestLog` [INFERRED]
core/api_request_log_middleware.py → models/models.py
- `get_menu_list()` --calls--> `success_response()` [INFERRED]
api/menu.py → core/response.py
- `微信小程序登录业务:openid + 手机号一致性校验。` --uses--> `SysUser` [INFERRED]
services/wechat_login_service.py → models/models.py
- `已绑定 openid 时静默换票(无需手机号授权)。` --uses--> `SysUser` [INFERRED]
services/wechat_login_service.py → models/models.py
- `根据 openid + 本次授权手机号解析可登录员工。 Returns: (user, error_message, error_co` --uses--> `SysUser` [INFERRED]
services/wechat_login_service.py → models/models.py
## Communities
### Community 0 - "Community 0"
Cohesion: 0.01
Nodes (1093): _assert_user_tenant_access(), attachment_download_url(), create_dept(), create_dict_data(), create_dict_type(), create_express_company(), create_item_unit(), create_menu() (+1085 more)
### Community 1 - "Community 1"
Cohesion: 0.01
Nodes (835): list_collection_regions(), _save_sample_payments(), BaseSettings, Config, secret_key_must_be_strong(), Settings, generate_uuid(), create_cell_sample_type() (+827 more)
### Community 2 - "Community 2"
Cohesion: 0.01
Nodes (626): GarmentBatchDeleteBody, GarmentBatchDiscardBody, GarmentCreateBody, GarmentDiscardBody, GarmentUpdateBody, SterilizeLogBatchBody, SterilizeLogCreateBody, SterilizeLogUpdateBody (+618 more)
### Community 3 - "Community 3"
Cohesion: 0.07
Nodes (437): CellSampleTypeCreateBody, CellSampleTypeUpdateBody, CollectionRegionCreateBody, CollectionRegionUpdateBody, CustomerCreateBody, CustomerUpdateBody, HospitalCreateBody, HospitalUpdateBody (+429 more)
### Community 4 - "Community 4"
Cohesion: 0.02
Nodes (399): AttachmentDownloadUrlBody, DeptCreateBody, DeptUpdateBody, DictDataCreateBody, DictDataUpdateBody, DictTypeCreateBody, DictTypeUpdateBody, ExpressCompanyCreateBody (+391 more)
### Community 5 - "Community 5"
Cohesion: 0.02
Nodes (299): eq_unicode(), like_unicode(), MySQL 字符串比较/模糊匹配时统一排序规则,避免 Illegal mix of collations。, 跨表字符串等值比较(JOIN / WHERE)时统一为 utf8mb4_unicode_ci。, 将列显式设为 utf8mb4_unicode_ci。, unicode_ci(), build_void_type_label_map(), format_protocol_status_label() (+291 more)
### Community 6 - "Community 6"
Cohesion: 0.01
Nodes (252): list_ethnics_for_select(), get_designer_data(), apply_data_scope(), ApiRequestLogCRUD, delete(), get_multi_with_filters(), list_ethnics(), 民族码表 CRUD(全局 sys_ethnic) (+244 more)
### Community 7 - "Community 7"
Cohesion: 0.02
Nodes (253): _normalize_date_bound(), _persist_protocol_sub_resources(), format_date(), generate_id(), optional_date(), parse_date(), 将字符串 / date / datetime 转为 date 或 None, camel_to_snake() (+245 more)
### Community 8 - "Community 8"
Cohesion: 0.07
Nodes (279): AuditCreateBody, BatchDetailIdsBody, BatchRefundFinanceSubmitBody, FinanceConfirmBody, FullmoonHandleBody, FullmoonTodoInsuranceBody, InvoiceRequestCompleteBody, InvoiceRequestCreateBody (+271 more)
### Community 9 - "Community 9"
Cohesion: 0.02
Nodes (99): _error_json(), lifespan(), 未捕获异常:统一 JSON 500,确保跨域场景下仍有 Access-Control-Allow-Origin, 数据库异常:返回 JSON 并保留 CORS 头,避免浏览器只报跨域错误, sqlalchemy_exception_handler(), unhandled_exception_handler(), BaseHTTPMiddleware, ApiCryptoError (+91 more)
### Community 10 - "Community 10"
Cohesion: 0.03
Nodes (147): map_payments_by_schedule_ids(), _fmt_dt(), get_handover_by_schedule(), get_outbound_handover(), get_outbound_handover_view(), _handover_row_to_dict(), _handover_view_dict(), _parse_handover_time() (+139 more)
### Community 11 - "Community 11"
Cohesion: 0.03
Nodes (117): mp_bind_status(), 小程序鉴权:微信登录 / 绑定 openid。, 当前用户是否已绑定微信服务号 openid。, 服务号网页授权 code 绑定当前用户(需 Bearer)。, 微信登录:openid 已绑定时可静默换票;否则须授权手机号且与账号 phone_no 一致。, 密码登录后绑定当前微信 openid(需 Bearer)。, _resolve_user_id(), web_qr_confirm() (+109 more)
### Community 12 - "Community 12"
Cohesion: 0.05
Nodes (116): AccessLogCreateBody, AccessLogUpdateBody, CleanRoomCreateBody, CleanRoomUpdateBody, ExhibitionAppointmentCreateBody, ExhibitionAppointmentUpdateBody, list_storage_slot_stats(), OccupancyCreateBody (+108 more)
### Community 13 - "Community 13"
Cohesion: 0.04
Nodes (90): get_protocol_nos_used_in_protocols(), _cell_row_to_dict(), _enrich_cell_dicts_with_live_status(), _find_outbound_cell_row(), _find_outbound_qc_material_row(), _fmt_dt(), get_outbound_material(), _get_schedule() (+82 more)
### Community 14 - "Community 14"
Cohesion: 0.06
Nodes (73): get_next_cell_product_code(), _ancestor_link_from_cell_product_input(), _ancestor_sample_chain_link(), _apply_cell_product_status_change(), _build_ancestor_chain(), _build_descendant_chain(), _build_facility_path_label(), build_split_product_codes() (+65 more)
### Community 15 - "Community 15"
Cohesion: 0.12
Nodes (10): get_wechat_pay_client(), get_wechat_pay_v2(), 微信支付工具模块 支持微信支付 V3 API 文档参考: https://pay.weixin.qq.com/docs/v3/apis/index.ht, 统一下单接口 (V3) Args: out_trade_no: 商户订单号 total, 小程序调起支付的二次签名参数(与公众号 JSAPI 规则一致), 统一下单 (V2 API) Args: out_trade_no: 商户订单号 tot, 生成签名 V3 (SHA256 with RSA), wechat_pay() (+2 more)
### Community 16 - "Community 16"
Cohesion: 0.21
Nodes (19): _consumable_row_to_dict(), create_process(), _create_sub_consumable(), _create_sub_data_collection(), _create_sub_output(), _create_sub_reagent(), _data_collection_row_to_dict(), get_process() (+11 more)
### Community 17 - "Community 17"
Cohesion: 0.2
Nodes (19): _code_exists(), create_material(), _dec(), _fmt_dt(), get_material(), get_material_entity(), get_my_usages(), _is_enabled_status() (+11 more)
### Community 18 - "Community 18"
Cohesion: 0.22
Nodes (15): apply_trip_kit_days(), calc_trip_leg_days(), _day_index(), _end_offset(), _extract_rules(), is_half_day_multiple(), 出差套件:半日制行程时长(与前端 oa-trip-days.ts 对齐), 遍历 tripKit:行程未手改则覆盖 duration;出差天数未手改则覆盖为各行程时长之和。 (+7 more)
### Community 19 - "Community 19"
Cohesion: 0.24
Nodes (9): 微信消息通知服务 支持微信小程序模板消息推送 使用方式: from app.core.wechat_message import Wech, 发送模板消息 Args: openid: 用户openid templ, send_delivery_notice(), send_delivery_warning(), send_order_status(), send_payment_success(), send_refund_result(), send_urge_notification() (+1 more)
### Community 20 - "Community 20"
Cohesion: 0.24
Nodes (11): deduct_for_step(), _display_remark(), list_stock_logs(), _parse_receiver_purpose_from_remark(), 试剂变动记录 CRUD(biz_reagent_stock_log), 撤销步骤此前 step_save 扣减,便于重新填报。, 扣减试剂库存并生成变动记录。调用方控制事务,本函数不 commit。, _resolve_receiver_purpose() (+3 more)
### Community 21 - "Community 21"
Cohesion: 0.24
Nodes (11): deduct_for_step(), _display_remark(), list_stock_logs(), _parse_receiver_purpose_from_remark(), 耗材变动记录 CRUD(biz_consumable_stock_log), 撤销步骤此前 step_save 扣减,便于重新填报。, 扣减耗材库存并生成变动记录。调用方控制事务,本函数不 commit。, _resolve_receiver_purpose() (+3 more)
### Community 22 - "Community 22"
Cohesion: 0.29
Nodes (11): _is_empty(), _is_required(), _parse_money(), OA 表单设计器:金额控件 form_data 校验, 校验 form_data 中金额控件的值格式,返回中文错误列表(空表示通过)。, 解析金额值。成功返回 (number, None);失败返回 (None, error_key)。, _rule_props(), _schema_rules() (+3 more)
### Community 23 - "Community 23"
Cohesion: 0.31
Nodes (10): create_account(), _filtered_query(), get_account(), list_accounts(), list_options(), OA 收款账户 CRUD(oa_receive_account), row_to_dict(), soft_delete_account() (+2 more)
### Community 24 - "Community 24"
Cohesion: 0.31
Nodes (10): _build_tree(), _cascade_soft_delete(), _collect_with_ancestors(), get_dept(), list_depts(), list_depts_tree(), 保留匹配节点及其全部上级,供关键词检索后仍能正确组树。, _row_to_dict() (+2 more)
### Community 25 - "Community 25"
Cohesion: 0.2
Nodes (9): get_user_menu_codes(), 菜单 code 权限守卫(V0.3:通过 sys_user_role → sys_role_menu → sys_menu.perms), 运营端角色守卫:admin / super_admin 可访问。, 读取用户授权的菜单权限标识集合(与前端 meta.menuCode / perms 对齐)。, 接口菜单权限守卫(已统一放行 menuCode 校验,仅保留运营端登录)。, 接口菜单权限守卫(已统一放行 menuCode 校验,仅保留运营端登录)。, require_admin_or_super_admin(), require_any_menu_code() (+1 more)
### Community 26 - "Community 26"
Cohesion: 0.29
Nodes (2): BaseModel, SoftDeleteModel
### Community 27 - "Community 27"
Cohesion: 0.38
Nodes (6): derive_legacy_status_from_three(), derive_three_status_from_legacy(), 阶段A兼容:从旧 status 推导三字段。 约束:旧 status 本身混合了支付/配送/订单生命周期,因此只能尽力推断; 若业务侧已有更精确, 阶段A兼容:从三字段反推旧 status(用于旧前端/旧筛选参数兼容)。, ThreeStatus, _to_decimal()
### Community 28 - "Community 28"
Cohesion: 0.4
Nodes (5): batch_matches_stock_status(), normalize_batch_stock_status(), 质检物料入库批次:按剩余数量过滤的语义辅助。, 纯函数判定(供单测);list_batches 用 SQL 等价条件。, 返回 'available' | 'exhausted';全部 / 空 / 非法 → None(不加剩余数量条件)。
### Community 29 - "Community 29"
Cohesion: 0.47
Nodes (5): compute_sample_payment_progress(), _dec(), 样本缴费方案进度汇总(列表「按样本」维度), progressStatus 优先级:jfqrz > yjq > bfyj > dfj 已缴仅计 pay_status=yjf;有效期排除 schedu, _status()
### Community 30 - "Community 30"
Cohesion: 0.5
Nodes (2): _auto_fill_create_dept_id(), ORM before_insert 钩子:当 create_dept_id 为空时,自动从请求上下文填充当前用户部门 ID
### Community 31 - "Community 31"
Cohesion: 0.67
Nodes (2): get_menu_list(), 运营端菜单接口(与 web-admin 前端静态路由 sqxp.ts 对齐,5 个一级菜单分组)
### Community 32 - "Community 32"
Cohesion: 0.67
Nodes (1): 转正套件:入职日 + 试用期月数 → 建议转正日(YYYY-MM-DD)。
### Community 33 - "Community 33"
Cohesion: 1.0
Nodes (1): 质检物料金额查看授权:专用角色与菜单权限常量。
### Community 34 - "Community 34"
Cohesion: 1.0
Nodes (1): 请求级别的用户上下文变量 通过 contextvars 在请求处理链路中传递当前用户信息, 供 SQLAlchemy 事件监听器等底层机制使用,避免逐层手动传
### Community 35 - "Community 35"
Cohesion: 1.0
Nodes (1): API 路由包(骨架:公共鉴权 + 静态菜单 + 运营端占位)
### Community 38 - "Community 38"
Cohesion: 1.0
Nodes (1): 发送订单状态通知 Args: openid: 用户openid ord
### Community 39 - "Community 39"
Cohesion: 1.0
Nodes (1): 发送支付成功通知 Args: openid: 用户openid ord
### Community 40 - "Community 40"
Cohesion: 1.0
Nodes (1): 发送配送通知 Args: openid: 配送员openid task
### Community 41 - "Community 41"
Cohesion: 1.0
Nodes (1): 发送配送时效预警 Args: openid: 配送员openid ta
### Community 42 - "Community 42"
Cohesion: 1.0
Nodes (1): 发送退款结果通知 Args: openid: 用户openid ord
### Community 43 - "Community 43"
Cohesion: 1.0
Nodes (1): 发送催单通知给配送员 Args: deliver_openid: 配送员openid
## Knowledge Gaps
- **192 isolated node(s):** `刷新会话 TTL(refreshToken 续期;已登录用户每次 API 校验通过后滑动续期)`, `写入 refreshToken(用于 one-time 使用/吊销)`, `根据 token 获取当前用户(包含 Redis 会话校验;会话滑动续期)`, `登录凭据 RSA 解密(与前端 JSEncrypt PKCS#1 v1.5 兼容)。`, `加载 RSA 密钥对:优先环境变量,否则使用内置固定默认密钥。` (+187 more)
These have ≤1 connection - possible missing edges or undocumented components.
- **Thin community `Community 26`** (8 nodes): `BaseModel`, `.to_dict()`, `get_active()`, `base.py`, `SoftDeleteModel`, `.restore()`, `.soft_delete()`, `__tablename__()`
Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 30`** (4 nodes): `_auto_fill_create_dept_id()`, `get_db()`, `database.py`, `ORM before_insert 钩子:当 create_dept_id 为空时,自动从请求上下文填充当前用户部门 ID`
Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 31`** (3 nodes): `get_menu_list()`, `menu.py`, `运营端菜单接口(与 web-admin 前端静态路由 sqxp.ts 对齐,5 个一级菜单分组)`
Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 32`** (3 nodes): `add_months_ymd()`, `oa_confirmation_date.py`, `转正套件:入职日 + 试用期月数 → 建议转正日(YYYY-MM-DD)。`
Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 33`** (2 nodes): `qc_material_amount_auth_constants.py`, `质检物料金额查看授权:专用角色与菜单权限常量。`
Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 34`** (2 nodes): `context.py`, `请求级别的用户上下文变量 通过 contextvars 在请求处理链路中传递当前用户信息, 供 SQLAlchemy 事件监听器等底层机制使用,避免逐层手动传`
Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 35`** (2 nodes): `__init__.py`, `API 路由包(骨架:公共鉴权 + 静态菜单 + 运营端占位)`
Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 38`** (1 nodes): `发送订单状态通知 Args: openid: 用户openid ord`
Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 39`** (1 nodes): `发送支付成功通知 Args: openid: 用户openid ord`
Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 40`** (1 nodes): `发送配送通知 Args: openid: 配送员openid task`
Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 41`** (1 nodes): `发送配送时效预警 Args: openid: 配送员openid ta`
Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 42`** (1 nodes): `发送退款结果通知 Args: openid: 用户openid ord`
Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 43`** (1 nodes): `发送催单通知给配送员 Args: deliver_openid: 配送员openid`
Too small to be a meaningful cluster - may be noise or needs more connections extracted.
## Suggested Questions
_Questions this graph is uniquely positioned to answer:_
- **Why does `SysUser` connect `Community 2` to `Community 0`, `Community 1`, `Community 3`, `Community 4`, `Community 5`, `Community 6`, `Community 8`, `Community 10`, `Community 11`, `Community 12`, `Community 20`, `Community 21`?**
_High betweenness centrality (0.115) - this node is a cross-community bridge._
- **Why does `success_response()` connect `Community 0` to `Community 1`, `Community 2`, `Community 6`, `Community 11`, `Community 12`, `Community 14`, `Community 31`?**
_High betweenness centrality (0.050) - this node is a cross-community bridge._
- **Why does `OaEngineError` connect `Community 4` to `Community 0`, `Community 1`, `Community 2`?**
_High betweenness centrality (0.035) - this node is a cross-community bridge._
- **Are the 1003 inferred relationships involving `str` (e.g. with `unhandled_exception_handler()` and `get_current_user_by_token()`) actually correct?**
_`str` has 1003 INFERRED edges - model-reasoned connections that need verification._
- **Are the 804 inferred relationships involving `success_response()` (e.g. with `list_storage_release_reviews()` and `get_storage_release_review_detail()`) actually correct?**
_`success_response()` has 804 INFERRED edges - model-reasoned connections that need verification._
- **Are the 675 inferred relationships involving `error_response()` (e.g. with `_json_error_response()` and `list_storage_release_reviews()`) actually correct?**
_`error_response()` has 675 INFERRED edges - model-reasoned connections that need verification._
- **Are the 638 inferred relationships involving `SysUser` (e.g. with `数据权限过滤(V0.3:基于角色 data_scope 的查询级行级过滤) data_scope 值: 1 = 全部数据 2 = 本部门数据 3` and `从 SysUser 读取用户的 dept_id。`) actually correct?**
_`SysUser` has 638 INFERRED edges - model-reasoned connections that need verification._