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# Graph Report - app (2026-05-28)
## Corpus Check
- 172 files · ~179,928 words
- Verdict: corpus is large enough that graph structure adds value.
## Summary
- 3280 nodes · 14625 edges · 45 communities detected
- Extraction: 37% EXTRACTED · 63% INFERRED · 0% AMBIGUOUS · INFERRED: 9144 edges (avg confidence: 0.61)
- 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 36|Community 36]]
- [[_COMMUNITY_Community 37|Community 37]]
- [[_COMMUNITY_Community 38|Community 38]]
- [[_COMMUNITY_Community 41|Community 41]]
- [[_COMMUNITY_Community 42|Community 42]]
- [[_COMMUNITY_Community 43|Community 43]]
- [[_COMMUNITY_Community 44|Community 44]]
- [[_COMMUNITY_Community 45|Community 45]]
- [[_COMMUNITY_Community 46|Community 46]]
## God Nodes (most connected - your core abstractions)
1. `success_response()` - 518 edges
2. `error_response()` - 418 edges
3. `SysUser` - 344 edges
4. `BizQcTaskResult` - 267 edges
5. `BizQcMaterialUsage` - 262 edges
6. `BizQcMaterial` - 260 edges
7. `BizMaterialStockLog` - 252 edges
8. `BizPilotPayment` - 250 edges
9. `BizMaterial` - 249 edges
10. `BizQcItemParam` - 247 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
- `公共接口(Web 登录、刷新 Token、登出;用户模型对齐 docs/sql/zkxw.sql 基线)` --uses--> `SysUser` [INFERRED]
api/public.py → models/models.py
- `与 web-admin `userInfo` 字段约定一致。` --uses--> `SysUser` [INFERRED]
api/public.py → models/models.py
- `Web 端登录用 RSA 公钥(PKCS#1 v1.5,与 JSEncrypt 一致)` --uses--> `SysUser` [INFERRED]
api/public.py → models/models.py
## Communities
### Community 0 - "Community 0"
Cohesion: 0.01
Nodes (619): attachment_download_url(), create_dept(), create_dict_data(), create_dict_type(), create_express_company(), create_item_unit(), create_menu(), create_post() (+611 more)
### Community 1 - "Community 1"
Cohesion: 0.01
Nodes (480): AttachmentDownloadUrlBody, DeptCreateBody, DeptUpdateBody, DictDataCreateBody, DictDataUpdateBody, DictTypeCreateBody, DictTypeUpdateBody, ExpressCompanyCreateBody (+472 more)
### Community 2 - "Community 2"
Cohesion: 0.04
Nodes (391): AuditCreateBody, BatchDetailIdsBody, BatchRefundFinanceSubmitBody, FinanceConfirmBody, FullmoonTodoInsuranceBody, ProtocolCreateBody, ProtocolUpdateBody, 细胞存储 — 采集协议单 / 审核 / 财务确认 / 分期预警 API (+383 more)
### Community 3 - "Community 3"
Cohesion: 0.02
Nodes (172): get_next_cell_product_code(), ApiRequestLogCRUD, delete(), get_multi_with_filters(), _ancestor_link_from_cell_product_input(), _ancestor_sample_chain_link(), _apply_cell_product_status_change(), _build_ancestor_chain() (+164 more)
### Community 4 - "Community 4"
Cohesion: 0.02
Nodes (182): 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(), _format_attachment_file_size(), urls_to_attachment_list() (+174 more)
### Community 5 - "Community 5"
Cohesion: 0.02
Nodes (113): get_designer_data(), _error_json(), lifespan(), 数据库异常:返回 JSON 并保留 CORS 头,避免浏览器只报跨域错误, 未捕获异常:统一 JSON 500,确保跨域场景下仍有 Access-Control-Allow-Origin, sqlalchemy_exception_handler(), unhandled_exception_handler(), BaseHTTPMiddleware (+105 more)
### Community 6 - "Community 6"
Cohesion: 0.06
Nodes (164): generate_uuid(), _deduct_fee_on_delivery(), 创建交付时扣减费用。 流程: 1. schedule → plan → application 2. application.chan, activate_channel_agreement(), _apply_gmcp_order_quotas(), _apply_purchase_txn_holdings(), _apply_unsubscribe_txn_holdings(), _batch_gmcp_current_holding_amounts() (+156 more)
### Community 7 - "Community 7"
Cohesion: 0.04
Nodes (109): _persist_protocol_sub_resources(), list_ethnics_for_select(), apply_data_scope(), _get_child_dept_ids(), get_user_dept_id(), _resolve_user_role_scopes(), _add_months_yyyymmdd(), align_fq_payment_details_payload() (+101 more)
### Community 8 - "Community 8"
Cohesion: 0.03
Nodes (107): get_protocol_nos_used_in_protocols(), create_dict_type(), dict_type_code_exists(), get_dict_type(), list_dict_types(), 字典类型 CRUD(sys_dict_type), _row_to_dict(), soft_delete_dict_type() (+99 more)
### Community 9 - "Community 9"
Cohesion: 0.03
Nodes (79): _avatar_url_field(), _build_user_info_payload(), get_web_auth_menu_codes(), _jwt_user_payload(), logout(), 公共接口(Web 登录、刷新 Token、登出;用户模型对齐 docs/sql/zkxw.sql 基线), 登出:吊销 Redis 会话(若已配置 REDIS_HOST)。, 获取当前用户菜单权限标识(sys_menu.perms,经角色继承)。 (+71 more)
### Community 10 - "Community 10"
Cohesion: 0.06
Nodes (65): batch_stock_in(), batch_stock_out(), consumable_code_exists(), create_consumable(), _dec(), get_consumable(), _is_enabled_status(), list_consumables() (+57 more)
### Community 11 - "Community 11"
Cohesion: 0.07
Nodes (68): AccessLogCreateBody, AccessLogUpdateBody, CleanRoomCreateBody, CleanRoomUpdateBody, ExhibitionAppointmentCreateBody, ExhibitionAppointmentUpdateBody, OccupancyCreateBody, 运营支撑 API(洁净室、进出记录、仓储设施、储位、展厅预约) (+60 more)
### Community 12 - "Community 12"
Cohesion: 0.35
Nodes (61): BatchStockInBody, BatchStockInItem, BatchStockOutBody, BatchStockOutItem, ConsumableCreateBody, ConsumablePackCreateBody, ConsumablePackUpdateBody, ConsumableUpdateBody (+53 more)
### Community 13 - "Community 13"
Cohesion: 0.07
Nodes (59): complete_application(), create_infusion_plan(), create_schedule(), _create_schedule_products(), _format_yyyy_mm_dd(), _generate_application_no(), get_application(), get_patient_by_application() (+51 more)
### Community 14 - "Community 14"
Cohesion: 0.09
Nodes (50): allocate_next_biz_no(), _format_biz_no(), _prefix_for(), 业务协议号自动生成:XBCC / JZCC + YYYYMMDD + 6 位序号, 原子分配下一个业务协议号。 须在 create 事务内调用;使用 MySQL LAST_INSERT_ID 保证并发安全。, create_collection_protocol(), _active_link_query(), assert_biz_no_available() (+42 more)
### Community 15 - "Community 15"
Cohesion: 0.12
Nodes (11): 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, 申请退款 Args: out_trade_no: 商户订单号 total_amount, 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) (+3 more)
### Community 16 - "Community 16"
Cohesion: 0.16
Nodes (26): add_step(), copy_step(), create_route(), _create_step_consumable(), _create_step_data_collection(), _create_step_output(), _create_step_reagent(), get_route() (+18 more)
### Community 17 - "Community 17"
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 18 - "Community 18"
Cohesion: 0.21
Nodes (16): batch_stock_in(), batch_stock_out(), _code_exists(), create_material(), _dec(), _fmt_dt(), get_material(), list_materials() (+8 more)
### Community 19 - "Community 19"
Cohesion: 0.25
Nodes (14): batch_stock_in(), batch_stock_out(), create_reagent(), _dec(), get_reagent(), _is_enabled_status(), list_reagents(), _norm_status() (+6 more)
### Community 20 - "Community 20"
Cohesion: 0.2
Nodes (14): deduct_for_task(), _display_remark(), list_usages(), list_usages_by_task(), _parse_receiver_purpose_from_remark(), 查询质检任务关联的物料使用记录(task_complete)。, 撤销任务此前 task_complete 扣减,便于重新填报物料使用。, 兼容旧数据:领用人/用途曾拼接在 remark 中。 (+6 more)
### Community 21 - "Community 21"
Cohesion: 0.21
Nodes (13): create_collection_region(), create_hospital(), get_collection_region(), get_hospital(), _hospital_names_by_region_ids(), _hospital_to_dict(), list_collection_regions(), list_hospitals() (+5 more)
### Community 22 - "Community 22"
Cohesion: 0.25
Nodes (13): batch_issue_protocol_nos(), batch_revoke_protocol_nos(), create_protocol_no(), get_protocol_no(), list_protocol_nos(), _parse_issued_time(), protocol_no_exists(), 采集协议号池 CRUD(biz_collection_protocol_no) (+5 more)
### Community 23 - "Community 23"
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 24 - "Community 24"
Cohesion: 0.23
Nodes (12): Config, ProductBase, ProductCategoryBase, ProductCategoryCreate, ProductCategoryResponse, ProductCreate, ProductResponse, ProductUnitBase (+4 more)
### Community 25 - "Community 25"
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 26 - "Community 26"
Cohesion: 0.24
Nodes (9): _ensure_customer_for_mother(), create_customer(), get_customer(), id_card_taken(), list_customers(), 客户 CRUD(biz_customer), _row_to_dict(), soft_delete_customer() (+1 more)
### Community 27 - "Community 27"
Cohesion: 0.27
Nodes (11): _build_tree(), _cascade_soft_delete(), _collect_with_ancestors(), create_dept(), 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。 (+3 more)
### Community 28 - "Community 28"
Cohesion: 0.31
Nodes (8): create_sop_document(), get_sop_document(), list_sop_documents(), SOP文档 CRUD(biz_sop_document), _row_to_dict(), soft_delete_sop_document(), sop_code_exists(), update_sop_document()
### Community 29 - "Community 29"
Cohesion: 0.31
Nodes (8): category_code_exists(), create_process_category(), get_process_category(), list_process_categories(), 工艺工序分类 CRUD(biz_process_category), _row_to_dict(), soft_delete_process_category(), update_process_category()
### Community 30 - "Community 30"
Cohesion: 0.36
Nodes (7): create_tenant(), get_tenant(), list_tenants(), _row_to_dict(), soft_delete_tenant(), tenant_no_exists(), update_tenant()
### Community 31 - "Community 31"
Cohesion: 0.36
Nodes (7): create_site(), get_site(), list_sites(), _row_to_dict(), site_code_exists(), soft_delete_site(), update_site()
### Community 32 - "Community 32"
Cohesion: 0.29
Nodes (2): BaseModel, SoftDeleteModel
### Community 33 - "Community 33"
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 34 - "Community 34"
Cohesion: 0.5
Nodes (3): BaseSettings, Config, Settings
### Community 35 - "Community 35"
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 36 - "Community 36"
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,13 个一级菜单)
### Community 37 - "Community 37"
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 38 - "Community 38"
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 41 - "Community 41"
Cohesion: 1.0
Nodes (1): 发送订单状态通知 Args: openid: 用户openid ord
### Community 42 - "Community 42"
Cohesion: 1.0
Nodes (1): 发送支付成功通知 Args: openid: 用户openid ord
### Community 43 - "Community 43"
Cohesion: 1.0
Nodes (1): 发送配送通知 Args: openid: 配送员openid task
### Community 44 - "Community 44"
Cohesion: 1.0
Nodes (1): 发送配送时效预警 Args: openid: 配送员openid ta
### Community 45 - "Community 45"
Cohesion: 1.0
Nodes (1): 发送退款结果通知 Args: openid: 用户openid ord
### Community 46 - "Community 46"
Cohesion: 1.0
Nodes (1): 发送催单通知给配送员 Args: deliver_openid: 配送员openid
## Knowledge Gaps
- **97 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)。`, `Base64 密文 -> JSON 对象(须含 username、password、ts 毫秒时间戳)。` (+92 more)
These have ≤1 connection - possible missing edges or undocumented components.
- **Thin community `Community 32`** (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 35`** (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 36`** (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,13 个一级菜单)`
Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 37`** (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 38`** (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 41`** (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 42`** (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 43`** (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 44`** (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 45`** (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 46`** (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 1` to `Community 2`, `Community 3`, `Community 6`, `Community 8`, `Community 9`, `Community 10`, `Community 11`, `Community 12`, `Community 20`, `Community 22`, `Community 25`?**
_High betweenness centrality (0.118) - this node is a cross-community bridge._
- **Why does `success_response()` connect `Community 0` to `Community 1`, `Community 3`, `Community 36`, `Community 5`, `Community 7`, `Community 9`?**
_High betweenness centrality (0.079) - this node is a cross-community bridge._
- **Why does `generate_uuid()` connect `Community 6` to `Community 0`, `Community 1`, `Community 2`, `Community 3`, `Community 4`, `Community 5`, `Community 7`, `Community 8`, `Community 9`, `Community 10`, `Community 11`, `Community 14`, `Community 16`, `Community 17`, `Community 18`, `Community 19`, `Community 20`, `Community 21`, `Community 22`, `Community 25`, `Community 26`, `Community 27`, `Community 28`, `Community 29`, `Community 30`, `Community 31`?**
_High betweenness centrality (0.061) - this node is a cross-community bridge._
- **Are the 517 inferred relationships involving `success_response()` (e.g. with `list_storage_release_reviews()` and `get_storage_release_review_detail()`) actually correct?**
_`success_response()` has 517 INFERRED edges - model-reasoned connections that need verification._
- **Are the 504 inferred relationships involving `str` (e.g. with `unhandled_exception_handler()` and `extract_login_credentials()`) actually correct?**
_`str` has 504 INFERRED edges - model-reasoned connections that need verification._
- **Are the 417 inferred relationships involving `error_response()` (e.g. with `_json_error_response()` and `list_storage_release_reviews()`) actually correct?**
_`error_response()` has 417 INFERRED edges - model-reasoned connections that need verification._
- **Are the 342 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 342 INFERRED edges - model-reasoned connections that need verification._