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Graph Report - app (2026-10-16)

Corpus Check

  • Large corpus: 309 files · ~377,476 words. Semantic extraction will be expensive (many Claude tokens). Consider running on a subfolder, or use --no-semantic to run AST-only.

Summary

  • 6334 nodes · 35045 edges · 41 communities detected
  • Extraction: 32% EXTRACTED · 68% INFERRED · 0% AMBIGUOUS · INFERRED: 23955 edges (avg confidence: 0.6)
  • Token cost: 0 input · 0 output

Community Hubs (Navigation)

God Nodes (most connected - your core abstractions)

  1. success_response() - 828 edges
  2. SysUser - 727 edges
  3. error_response() - 697 edges
  4. BizQcTaskResult - 386 edges
  5. BizProductionMaterial - 370 edges
  6. BizProductionMaterialUsage - 363 edges
  7. BizQcMaterialUsage - 361 edges
  8. BizQcMaterial - 351 edges
  9. BizProductionMaterialStockBatch - 350 edges
  10. BizMaterialUsage - 347 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
  • 从用户表读取当前租户,拒绝信任 JWT/请求中的租户覆盖。 --uses--> SysUser [INFERRED] core/menu_guard.py → models/models.py
  • 盘点登记:待处理领用记录(未标记已使用完)。 --uses--> SysUser [INFERRED] api/material.py → models/models.py
  • 预签约订单 / 意向金转账 / 转正式 API --uses--> SysUser [INFERRED] api/presign_order.py → models/models.py
  • 中试服务管理 API(细胞产品类型/规格/价格体系/项目价格、渠道信息、体检机构) --uses--> SysUser [INFERRED] api/pilot_service.py → models/models.py

Communities

Community 0 - "Community 0"

Cohesion: 0.01 Nodes (1132): _assert_user_tenant_access(), attachment_download_url(), create_dept(), create_dict_data(), create_dict_type(), create_express_company(), create_item_unit(), create_menu() (+1124 more)

Community 1 - "Community 1"

Cohesion: 0.01 Nodes (824): validate_ymd(), BaseSettings, Config, secret_key_must_be_strong(), Settings, generate_uuid(), ApiRequestLogCRUD, delete() (+816 more)

Community 2 - "Community 2"

Cohesion: 0.04 Nodes (796): CellSampleTypeCreateBody, CellSampleTypeUpdateBody, CollectionRegionCreateBody, CollectionRegionUpdateBody, CustomerCreateBody, CustomerUpdateBody, HospitalCreateBody, HospitalUpdateBody (+788 more)

Community 3 - "Community 3"

Cohesion: 0.01 Nodes (682): GarmentBatchDeleteBody, GarmentBatchDiscardBody, GarmentCreateBody, GarmentDiscardBody, GarmentUpdateBody, SterilizeLogBatchBody, SterilizeLogCreateBody, SterilizeLogUpdateBody (+674 more)

Community 4 - "Community 4"

Cohesion: 0.02 Nodes (410): AttachmentDownloadUrlBody, DeptCreateBody, DeptUpdateBody, DictDataCreateBody, DictDataUpdateBody, DictTypeCreateBody, DictTypeUpdateBody, ExpressCompanyCreateBody (+402 more)

Community 5 - "Community 5"

Cohesion: 0.01 Nodes (378): _save_sample_payments(), build_void_type_label_map(), generate_id(), camel_to_snake(), get_model_attr(), HistoryCRUD, _active_invoiced_payment_detail_ids(), align_fq_payment_details_payload() (+370 more)

Community 6 - "Community 6"

Cohesion: 0.02 Nodes (269): _normalize_date_bound(), assert_donation_sensitive_fields(), batch_delete_research_donations(), change_donation_status(), convert_from_storage(), convert_to_storage(), create_research_donation(), delete_research_donation() (+261 more)

Community 7 - "Community 7"

Cohesion: 0.02 Nodes (272): format_protocol_status_label(), resolve_void_type_label(), get_schedule_detail(), add_task_step(), _aggregate_production_tab_step_field(), assert_step_assignee_for_write(), assert_task_assignee(), assert_task_step_assignee_or_legacy() (+264 more)

Community 8 - "Community 8"

Cohesion: 0.01 Nodes (215): _register_attachment_routes(), _register_freight_routes(), _register_payment_routes(), _register_presign_routes(), _register_protocol_routes(), 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。 (+207 more)

Community 9 - "Community 9"

Cohesion: 0.02 Nodes (178): list_ethnics_for_select(), _leave_local_callback(), get_designer_data(), apply_data_scope(), _build_tree(), _cascade_soft_delete(), _collect_with_ancestors(), get_dept() (+170 more)

Community 10 - "Community 10"

Cohesion: 0.03 Nodes (118): 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() (+110 more)

Community 11 - "Community 11"

Cohesion: 0.05 Nodes (113): 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) (+105 more)

Community 12 - "Community 12"

Cohesion: 0.04 Nodes (97): get_customer_service_dict(), _get_tenant_no(), _get_current_user_id(), get_sample_insurance(), get_sample_storage_cert(), _get_tenant_no(), put_sample_insurance(), put_sample_storage_cert() (+89 more)

Community 13 - "Community 13"

Cohesion: 0.05 Nodes (79): api_save_application(), auto_generate_schedules(), complete_application(), create_application(), create_basic_experiment_sale_schedules(), create_infusion_plan(), create_schedule(), _create_schedule_products() (+71 more)

Community 14 - "Community 14"

Cohesion: 0.09 Nodes (53): _active_item_lock_query(), _amount(), assert_link_target_access(), _batch_dict(), _cell_item_query(), _collection_lock_query(), create_freight(), _creator_name_map() (+45 more)

Community 15 - "Community 15"

Cohesion: 0.12 Nodes (31): _assert_routes_exist(), assert_set_writable(), collect_missing_route_ids(), create_set(), create_set_from_work_order(), create_tasks_from_set(), delete_set(), get_set() (+23 more)

Community 16 - "Community 16"

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 17 - "Community 17"

Cohesion: 0.13 Nodes (24): get_customer(), id_card_taken(), list_customers(), 客户 CRUD(biz_customer), _row_to_dict(), soft_delete_customer(), update_customer(), _age_from_id_card() (+16 more)

Community 18 - "Community 18"

Cohesion: 0.17 Nodes (23): apply_overtime_kit_hours(), _build_rest_day_segments(), _build_workday_windows(), calc_overtime_hours(), _day_at_minutes(), _day_start_ms(), _extract_rules(), _format_ymd() (+15 more)

Community 19 - "Community 19"

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 20 - "Community 20"

Cohesion: 0.25 Nodes (15): create_protocol_refund_record(), delete_protocol_refund_record(), _get_current_user_id(), _get_tenant_no(), list_protocol_refund_records(), _protocol_accessible(), update_protocol_refund_record(), create_refund_record() (+7 more)

Community 21 - "Community 21"

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 22 - "Community 22"

Cohesion: 0.27 Nodes (12): _field_label(), _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() (+4 more)

Community 23 - "Community 23"

Cohesion: 0.29 Nodes (11): get_detail(), _load_sample_context(), _row_to_dict(), upsert(), dumps_payload(), empty_detail(), loads_payload(), normalize_payload() (+3 more)

Community 24 - "Community 24"

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 25 - "Community 25"

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 26 - "Community 26"

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 27 - "Community 27"

Cohesion: 0.29 Nodes (2): BaseModel, SoftDeleteModel

Community 28 - "Community 28"

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 29 - "Community 29"

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 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 (1): 转正套件:入职日 + 试用期月数 → 建议转正日(YYYY-MM-DD)。

Community 32 - "Community 32"

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 33 - "Community 33"

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 34 - "Community 34"

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 37 - "Community 37"

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

Community 38 - "Community 38"

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

Community 39 - "Community 39"

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

Community 40 - "Community 40"

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

Community 41 - "Community 41"

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

Community 42 - "Community 42"

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

Knowledge Gaps

  • 207 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), 严格判断当前租户用户是否拥有指定移动市场权限码。, 为移动市场 API 提供租户化、精确匹配的菜单权限依赖。 (+202 more) These have ≤1 connection - possible missing edges or undocumented components.
  • Thin community Community 27 (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): 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 32 (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 33 (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 34 (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 37 (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 38 (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 39 (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 40 (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 41 (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 42 (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 3 to Community 0, Community 1, Community 2, Community 4, Community 6, Community 8, Community 9, Community 10, Community 11, Community 24, Community 25? High betweenness centrality (0.112) - this node is a cross-community bridge.
  • Why does success_response() connect Community 0 to Community 3, Community 4, Community 6, Community 8, Community 9, Community 10, Community 12, Community 13, Community 20? High betweenness centrality (0.038) - this node is a cross-community bridge.
  • Why does generate_uuid() connect Community 1 to Community 0, Community 2, Community 4, Community 5, Community 6, Community 7, Community 8, Community 9, Community 10, Community 11, Community 12, Community 13, Community 14, Community 15, Community 19, Community 20, Community 23, Community 24, Community 25, Community 26? High betweenness centrality (0.034) - this node is a cross-community bridge.
  • Are the 1160 inferred relationships involving str (e.g. with unhandled_exception_handler() and get_current_user_by_token()) actually correct? str has 1160 INFERRED edges - model-reasoned connections that need verification.
  • Are the 827 inferred relationships involving success_response() (e.g. with list_storage_release_reviews() and get_storage_release_review_detail()) actually correct? success_response() has 827 INFERRED edges - model-reasoned connections that need verification.
  • Are the 725 inferred relationships involving SysUser (e.g. with 菜单 code 权限守卫(V0.3:通过 sys_user_role → sys_role_menu → sys_menu.perms) and 运营端角色守卫:admin / super_admin 可访问。) actually correct? SysUser has 725 INFERRED edges - model-reasoned connections that need verification.
  • Are the 696 inferred relationships involving error_response() (e.g. with _json_error_response() and list_storage_release_reviews()) actually correct? error_response() has 696 INFERRED edges - model-reasoned connections that need verification.