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zkxw/backend/graphify-out/GRAPH_REPORT.md
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2026-06-14 09:14:11 +08:00

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Graph Report - app (2026-06-13)

Corpus Check

  • Large corpus: 205 files · ~231,501 words. Semantic extraction will be expensive (many Claude tokens). Consider running on a subfolder, or use --no-semantic to run AST-only.

Summary

  • 4027 nodes · 20969 edges · 55 communities detected
  • Extraction: 33% EXTRACTED · 67% INFERRED · 0% AMBIGUOUS · INFERRED: 14087 edges (avg confidence: 0.6)
  • Token cost: 0 input · 0 output

Community Hubs (Navigation)

God Nodes (most connected - your core abstractions)

  1. success_response() - 623 edges
  2. error_response() - 517 edges
  3. SysUser - 424 edges
  4. BizQcTaskResult - 287 edges
  5. BizQcMaterialUsage - 286 edges
  6. BizProductionMaterial - 284 edges
  7. BizProductionMaterialUsage - 284 edges
  8. BizQcMaterial - 280 edges
  9. BizProductionMaterialStockBatch - 272 edges
  10. BizQcMaterialStockBatch - 272 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
  • 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。 --uses--> SysDept [INFERRED] crud/dept.py → models/models.py
  • 物品单位 CRUD(biz_item_unit) --uses--> BizItemUnit [INFERRED] crud/item_unit.py → models/models.py
  • 快递公司 CRUD(biz_express_company) --uses--> BizExpressCompany [INFERRED] crud/express_company.py → models/models.py

Communities

Community 0 - "Community 0"

Cohesion: 0.01 Nodes (796): attachment_download_url(), create_dept(), create_dict_data(), create_dict_type(), create_express_company(), create_item_unit(), create_menu(), create_post() (+788 more)

Community 1 - "Community 1"

Cohesion: 0.01 Nodes (570): AttachmentDownloadUrlBody, DeptCreateBody, DeptUpdateBody, DictDataCreateBody, DictDataUpdateBody, DictTypeCreateBody, DictTypeUpdateBody, ExpressCompanyCreateBody (+562 more)

Community 2 - "Community 2"

Cohesion: 0.08 Nodes (370): 环境检测 — 检测项维护 + 登记管理 API, 保险公司及险种价格管理 API(保险公司 + 开票信息 + 险种价格), AccessLogCreateBody, AccessLogUpdateBody, CleanRoomCreateBody, CleanRoomUpdateBody, ExhibitionAppointmentCreateBody, ExhibitionAppointmentUpdateBody (+362 more)

Community 3 - "Community 3"

Cohesion: 0.01 Nodes (231): _ensure_customer_for_mother(), _persist_protocol_sub_resources(), list_ethnics_for_select(), apply_data_scope(), _get_child_dept_ids(), get_user_dept_id(), _resolve_user_role_scopes(), format_date() (+223 more)

Community 4 - "Community 4"

Cohesion: 0.02 Nodes (226): 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() (+218 more)

Community 5 - "Community 5"

Cohesion: 0.04 Nodes (216): generate_uuid(), batch_stock_in(), batch_stock_out(), consumable_code_exists(), create_consumable(), _dec(), get_consumable(), _is_enabled_status() (+208 more)

Community 6 - "Community 6"

Cohesion: 0.05 Nodes (196): CellSampleTypeCreateBody, CellSampleTypeUpdateBody, CollectionRegionCreateBody, CollectionRegionUpdateBody, CustomerCreateBody, CustomerUpdateBody, HospitalCreateBody, HospitalUpdateBody (+188 more)

Community 7 - "Community 7"

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 8 - "Community 8"

Cohesion: 0.02 Nodes (165): api_save_application(), 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() (+157 more)

Community 9 - "Community 9"

Cohesion: 0.03 Nodes (143): batch_discard(), batch_options(), _batch_row_to_dict(), batch_stock_in(), batch_stock_out(), _create_batch_and_usage(), delete_batch(), _discard_batch() (+135 more)

Community 10 - "Community 10"

Cohesion: 0.03 Nodes (98): _avatar_url_field(), _build_current_user_payload(), _build_user_info_payload(), get_current_user_profile(), 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) (+90 more)

Community 11 - "Community 11"

Cohesion: 0.04 Nodes (99): 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() (+91 more)

Community 12 - "Community 12"

Cohesion: 0.09 Nodes (45): batch_stock_in(), batch_stock_out(), code_exists(), create_material(), _dec(), _filter_material_type(), _fmt_dt(), get_material() (+37 more)

Community 13 - "Community 13"

Cohesion: 0.11 Nodes (35): batch_create_sterilize_logs(), batch_create_wash_logs(), batch_discard_garments(), batch_soft_delete_garments(), _count_map(), create_garment(), create_sterilize_log(), create_wash_log() (+27 more)

Community 14 - "Community 14"

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 15 - "Community 15"

Cohesion: 0.16 Nodes (27): set_current_process_route(), add_step(), copy_step(), create_route(), _create_step_consumable(), _create_step_data_collection(), _create_step_output(), _create_step_reagent() (+19 more)

Community 16 - "Community 16"

Cohesion: 0.21 Nodes (23): _amount_for_row(), _batch_map(), deduct_for_task(), _deduct_task_usage_legacy_batch(), _display_remark(), list_linked_task_usages(), list_my_usages(), list_requisition_options() (+15 more)

Community 17 - "Community 17"

Cohesion: 0.15 Nodes (20): _access_log_to_dict(), _calc_duration_minutes(), create_access_log(), create_clean_room(), create_uv_disinfect_log(), get_access_log(), get_clean_room(), get_uv_disinfect_log() (+12 more)

Community 18 - "Community 18"

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 19 - "Community 19"

Cohesion: 0.18 Nodes (18): company_code_exists(), create_company(), get_company(), list_companies(), list_company_options(), _row_to_dict(), soft_delete_company(), update_company() (+10 more)

Community 20 - "Community 20"

Cohesion: 0.29 Nodes (14): _amount_for_row(), _batch_map(), _display_remark(), list_usages(), _list_usages_query(), _paginate_usages(), _parse_receiver_purpose_from_remark(), _receiver_display_map() (+6 more)

Community 21 - "Community 21"

Cohesion: 0.28 Nodes (14): _code_exists(), create_material(), _dec(), _fmt_dt(), get_material(), get_material_entity(), _is_enabled_status(), list_materials() (+6 more)

Community 22 - "Community 22"

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 23 - "Community 23"

Cohesion: 0.23 Nodes (12): Config, ProductBase, ProductCategoryBase, ProductCategoryCreate, ProductCategoryResponse, ProductCreate, ProductResponse, ProductUnitBase (+4 more)

Community 24 - "Community 24"

Cohesion: 0.29 Nodes (11): create_equipment(), _dec(), equipment_code_exists(), get_equipment(), list_equipments(), _norm_status(), _parse_date(), 设备 CRUD(biz_equipment) (+3 more)

Community 25 - "Community 25"

Cohesion: 0.27 Nodes (11): create_consumable_pack(), get_consumable_pack(), get_pack_detail(), _item_row_to_dict(), list_all_packs(), list_consumable_packs(), pack_code_exists(), 耗材包 CRUD(biz_consumable_pack + biz_consumable_pack_item) (+3 more)

Community 26 - "Community 26"

Cohesion: 0.24 Nodes (12): appointment_no_exists(), create_exhibition_appointment(), _format_visit_date(), _generate_appointment_no(), get_exhibition_appointment(), list_exhibition_appointments(), 展览预约 CRUD(biz_exhibition_appointment), 生成预约编号:YYYYMMDD + 6位序号(如 20260515000001) (+4 more)

Community 27 - "Community 27"

Cohesion: 0.32 Nodes (11): create_env_detect_record(), _generate_record_no(), get_env_detect_record(), _join_csv(), list_env_detect_records(), _resolve_inspector_snapshots(), _resolve_item_snapshot(), _row_to_dict() (+3 more)

Community 28 - "Community 28"

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 29 - "Community 29"

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 30 - "Community 30"

Cohesion: 0.29 Nodes (9): _build_tree(), _cascade_soft_delete(), create_menu(), get_menu(), list_menus(), list_menus_tree(), _row_to_dict(), soft_delete_menu() (+1 more)

Community 31 - "Community 31"

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 32 - "Community 32"

Cohesion: 0.31 Nodes (8): create_express_company(), express_code_exists(), get_express_company(), list_express_companies(), 快递公司 CRUD(biz_express_company), _row_to_dict(), soft_delete_express_company(), update_express_company()

Community 33 - "Community 33"

Cohesion: 0.38 Nodes (9): create_check_item(), get_check_item(), item_code_exists(), list_active_check_items(), list_check_items(), _order_query(), _row_to_dict(), soft_delete_check_item() (+1 more)

Community 34 - "Community 34"

Cohesion: 0.27 Nodes (8): create_dict_data(), get_dict_data(), list_dict_data(), list_dict_data_options(), 字典数据 CRUD(sys_dict_data), _row_to_dict(), soft_delete_dict_data(), update_dict_data()

Community 35 - "Community 35"

Cohesion: 0.38 Nodes (9): create_env_detect_item(), get_env_detect_item(), item_code_exists(), list_active_env_detect_items(), list_env_detect_items(), _order_query(), _row_to_dict(), soft_delete_env_detect_item() (+1 more)

Community 36 - "Community 36"

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 37 - "Community 37"

Cohesion: 0.31 Nodes (8): create_item_unit(), get_item_unit(), list_item_units(), 物品单位 CRUD(biz_item_unit), _row_to_dict(), soft_delete_item_unit(), unit_code_exists(), update_item_unit()

Community 38 - "Community 38"

Cohesion: 0.31 Nodes (8): create_cell_sample_type(), get_cell_sample_type(), list_cell_sample_types(), 细胞样本类型 CRUD(biz_cell_sample_type), _row_to_dict(), soft_delete_cell_sample_type(), type_code_exists(), update_cell_sample_type()

Community 39 - "Community 39"

Cohesion: 0.31 Nodes (8): create_output_type(), get_output_type(), list_output_types(), 工艺产出物类型 CRUD(biz_output_type), _row_to_dict(), soft_delete_output_type(), type_code_exists(), update_output_type()

Community 40 - "Community 40"

Cohesion: 0.36 Nodes (7): create_tenant(), get_tenant(), list_tenants(), _row_to_dict(), soft_delete_tenant(), tenant_no_exists(), update_tenant()

Community 41 - "Community 41"

Cohesion: 0.25 Nodes (7): 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。, 接口菜单权限守卫。super_admin 直接放行。, 接口菜单权限守卫:拥有任一 menuCode 即可访问。super_admin 直接放行。, require_admin_or_super_admin(), require_any_menu_code(), require_menu_code()

Community 42 - "Community 42"

Cohesion: 0.29 Nodes (2): BaseModel, SoftDeleteModel

Community 43 - "Community 43"

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 44 - "Community 44"

Cohesion: 0.5 Nodes (3): BaseSettings, Config, Settings

Community 45 - "Community 45"

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 46 - "Community 46"

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 47 - "Community 47"

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 48 - "Community 48"

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 51 - "Community 51"

Cohesion: 1.0 Nodes (1): 发送订单状态通知 Args: openid: 用户openid ord

Community 52 - "Community 52"

Cohesion: 1.0 Nodes (1): 发送支付成功通知 Args: openid: 用户openid ord

Community 53 - "Community 53"

Cohesion: 1.0 Nodes (1): 发送配送通知 Args: openid: 配送员openid task

Community 54 - "Community 54"

Cohesion: 1.0 Nodes (1): 发送配送时效预警 Args: openid: 配送员openid ta

Community 55 - "Community 55"

Cohesion: 1.0 Nodes (1): 发送退款结果通知 Args: openid: 用户openid ord

Community 56 - "Community 56"

Cohesion: 1.0 Nodes (1): 发送催单通知给配送员 Args: deliver_openid: 配送员openid

Knowledge Gaps

  • 117 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)。 (+112 more) These have ≤1 connection - possible missing edges or undocumented components.
  • Thin community Community 42 (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 45 (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 46 (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 47 (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 48 (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 51 (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 52 (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 53 (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 54 (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 55 (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 56 (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 4, Community 5, Community 6, Community 8, Community 10, Community 28? High betweenness centrality (0.105) - this node is a cross-community bridge.
  • Why does success_response() connect Community 0 to Community 1, Community 3, Community 7, Community 8, Community 10, Community 11, Community 46, Community 15? High betweenness centrality (0.063) - this node is a cross-community bridge.
  • Why does generate_uuid() connect Community 5 to Community 0, Community 3, Community 4, Community 6, Community 7, Community 8, Community 9, Community 10, Community 11, Community 12, Community 13, Community 15, Community 16, Community 17, Community 18, Community 19, Community 21, Community 24, Community 25, Community 26, Community 27, Community 28, Community 29, Community 30, Community 31, Community 32, Community 33, Community 34, Community 35, Community 36, Community 37, Community 38, Community 39, Community 40? High betweenness centrality (0.055) - this node is a cross-community bridge.
  • Are the 665 inferred relationships involving str (e.g. with unhandled_exception_handler() and get_current_user_by_token()) actually correct? str has 665 INFERRED edges - model-reasoned connections that need verification.
  • Are the 622 inferred relationships involving success_response() (e.g. with list_storage_release_reviews() and get_storage_release_review_detail()) actually correct? success_response() has 622 INFERRED edges - model-reasoned connections that need verification.
  • Are the 516 inferred relationships involving error_response() (e.g. with _json_error_response() and list_storage_release_reviews()) actually correct? error_response() has 516 INFERRED edges - model-reasoned connections that need verification.
  • Are the 422 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 422 INFERRED edges - model-reasoned connections that need verification.