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zkxw/backend/graphify-out/GRAPH_REPORT.md
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2026-10-14 12:32:03 +08:00

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Graph Report - app (2026-10-14)

Corpus Check

  • Large corpus: 308 files · ~375,816 words. Semantic extraction will be expensive (many Claude tokens). Consider running on a subfolder, or use --no-semantic to run AST-only.

Summary

  • 6309 nodes · 34875 edges · 45 communities detected
  • Extraction: 32% EXTRACTED · 68% INFERRED · 0% AMBIGUOUS · INFERRED: 23838 edges (avg confidence: 0.6)
  • Token cost: 0 input · 0 output

Community Hubs (Navigation)

God Nodes (most connected - your core abstractions)

  1. success_response() - 825 edges
  2. SysUser - 720 edges
  3. error_response() - 694 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
  • get_menu_list() --calls--> success_response() [INFERRED] api/menu.py → core/response.py
  • 菜单 code 权限守卫(V0.3:通过 sys_user_role → sys_role_menu → sys_menu.perms) --uses--> SysUser [INFERRED] core/menu_guard.py → models/models.py
  • 运营端角色守卫:admin / super_admin 可访问。 --uses--> SysUser [INFERRED] core/menu_guard.py → models/models.py
  • 读取用户授权的菜单权限标识集合(与前端 meta.menuCode / perms 对齐)。 --uses--> SysUser [INFERRED] core/menu_guard.py → models/models.py

Communities

Community 0 - "Community 0"

Cohesion: 0.01 Nodes (1177): _assert_user_tenant_access(), attachment_download_url(), create_dept(), create_dict_data(), create_dict_type(), create_express_company(), create_item_unit(), create_menu() (+1169 more)

Community 1 - "Community 1"

Cohesion: 0.0 Nodes (905): api_save_application(), _save_sample_payments(), BaseSettings, Config, secret_key_must_be_strong(), Settings, generate_uuid(), allocate_next_biz_no() (+897 more)

Community 2 - "Community 2"

Cohesion: 0.01 Nodes (604): GarmentBatchDeleteBody, GarmentBatchDiscardBody, GarmentCreateBody, GarmentDiscardBody, GarmentUpdateBody, SterilizeLogBatchBody, SterilizeLogCreateBody, SterilizeLogUpdateBody (+596 more)

Community 3 - "Community 3"

Cohesion: 0.05 Nodes (532): AttachmentDownloadUrlBody, DeptCreateBody, DeptUpdateBody, DictDataCreateBody, DictDataUpdateBody, DictTypeCreateBody, DictTypeUpdateBody, ExpressCompanyCreateBody (+524 more)

Community 4 - "Community 4"

Cohesion: 0.01 Nodes (416): _normalize_date_bound(), _persist_protocol_sub_resources(), list_ethnics_for_select(), assert_donation_sensitive_fields(), batch_delete_research_donations(), change_donation_status(), convert_from_storage(), convert_to_storage() (+408 more)

Community 5 - "Community 5"

Cohesion: 0.05 Nodes (447): CellSampleTypeCreateBody, CellSampleTypeUpdateBody, CollectionRegionCreateBody, CollectionRegionUpdateBody, CustomerCreateBody, CustomerUpdateBody, HospitalCreateBody, HospitalUpdateBody (+439 more)

Community 6 - "Community 6"

Cohesion: 0.01 Nodes (292): api_detail(), api_get_outbound_handover(), api_list(), api_save_outbound_handover(), _get_tenant_no(), ProductItemBody, UpdateQcStatusBody, UpdateScheduleBody (+284 more)

Community 7 - "Community 7"

Cohesion: 0.02 Nodes (236): 截止日期:仅日期时扩到当天 23:59:59。, 发起前预览审批链(条件齐后解析最终路径与审批人)。, 兼容旧 GET:无 formData,含条件分支时多为待确定占位。, _copied_app_name(), copy_app(), create_app(), create_group(), _create_version() (+228 more)

Community 8 - "Community 8"

Cohesion: 0.02 Nodes (211): 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(), _lookup_attachment_by_url(), _normalize_attachment_url_key() (+203 more)

Community 9 - "Community 9"

Cohesion: 0.02 Nodes (141): get_designer_data(), _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 (+133 more)

Community 10 - "Community 10"

Cohesion: 0.02 Nodes (155): _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。 (+147 more)

Community 11 - "Community 11"

Cohesion: 0.03 Nodes (137): _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(), create_cell_product() (+129 more)

Community 12 - "Community 12"

Cohesion: 0.05 Nodes (114): AccessLogCreateBody, AccessLogUpdateBody, CleanRoomCreateBody, CleanRoomUpdateBody, ExhibitionAppointmentCreateBody, ExhibitionAppointmentUpdateBody, list_storage_slot_stats(), OccupancyCreateBody (+106 more)

Community 13 - "Community 13"

Cohesion: 0.04 Nodes (107): _resolve_unused_item_fields(), apply_handover_inventory(), _deduct_market_material_for_handover(), _get_cell_product_locked(), _handover_usage_remark(), _handover_usage_remark_prefix(), _remove_cell_occupancy_no_commit(), _restore_cell_occupancy_no_commit() (+99 more)

Community 14 - "Community 14"

Cohesion: 0.06 Nodes (68): _get_current_user_id(), get_sample_insurance(), get_sample_storage_cert(), _get_tenant_no(), put_sample_insurance(), put_sample_storage_cert(), _resolve_protocol_id(), upsert_storage_cert_handle() (+60 more)

Community 15 - "Community 15"

Cohesion: 0.1 Nodes (48): create_sample_freight(), _get_current_user_id(), get_sample_freight(), _get_tenant_no(), link_sample_freight(), list_sample_freight_options(), list_sample_freights(), SampleFreightCreateBody (+40 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: 0.14 Nodes (26): _assert_routes_exist(), collect_missing_route_ids(), create_set(), create_set_from_work_order(), create_tasks_from_set(), delete_set(), get_set(), _item_count_map() (+18 more)

Community 18 - "Community 18"

Cohesion: 0.14 Nodes (11): apply_formulas_and_linkages(), eval_formula(), _extract_rules(), preprocess_formula(), OA 表单公式与数据联动(禁止任意 eval), 按 schema 中字段 props.formula / props.linkage 回填 form_data。 linkage 示例: { "when, 将 {field} 转为合法标识符引用 field。, _SafeEval (+3 more)

Community 19 - "Community 19"

Cohesion: 0.14 Nodes (22): 验证密码(哈希非 bcrypt 或损坏时返回 False,避免抛错), verify_password(), _attach_user_relations(), change_password(), create_user(), _empty_user_relation_fields(), enrich_user_dicts_with_relations(), get_user() (+14 more)

Community 20 - "Community 20"

Cohesion: 0.12 Nodes (18): get_customer_service_dict(), _get_tenant_no(), ensure_dict_value(), list_dict_values(), _format_date(), _format_datetime(), get_by_sample_code(), _row_field_dict() (+10 more)

Community 21 - "Community 21"

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 22 - "Community 22"

Cohesion: 0.32 Nodes (13): _assert_item_ids_exist(), create_template(), filter_active_ids(), get_template(), join_id_list(), list_active_templates(), list_templates(), parse_id_csv() (+5 more)

Community 23 - "Community 23"

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 24 - "Community 24"

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 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 (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 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 (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 29 - "Community 29"

Cohesion: 0.29 Nodes (2): BaseModel, SoftDeleteModel

Community 30 - "Community 30"

Cohesion: 0.46 Nodes (7): _dec(), _due_date(), 未作废期:应缴金额与应缴时间必填(分期场景由调用方 require_fields=True)。, 未作废期 dueAmount 合计须等于合同金额。 require_schedule_fields=True 时先校验每期金额与应缴日必填。 返, schedule_dues_match_contract(), schedule_required_fields_ok(), _status()

Community 31 - "Community 31"

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 32 - "Community 32"

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 33 - "Community 33"

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 34 - "Community 34"

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 35 - "Community 35"

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 36 - "Community 36"

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 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

  • 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 29 (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 33 (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 34 (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 35 (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 36 (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 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 5 to Community 0, Community 2, Community 3, Community 4, Community 6, Community 7, Community 9, Community 10, Community 12, Community 15, Community 19, Community 25, Community 26? High betweenness centrality (0.109) - this node is a cross-community bridge.
  • Why does generate_uuid() connect Community 1 to Community 0, Community 3, 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 17, Community 19, Community 20, Community 21, Community 22, Community 24, Community 25, Community 26, Community 27, Community 28? High betweenness centrality (0.040) - this node is a cross-community bridge.
  • Why does success_response() connect Community 0 to Community 1, Community 2, Community 34, Community 4, Community 6, Community 9, Community 10, Community 12, Community 14, Community 15, Community 20? High betweenness centrality (0.039) - this node is a cross-community bridge.
  • Are the 1157 inferred relationships involving str (e.g. with unhandled_exception_handler() and get_current_user_by_token()) actually correct? str has 1157 INFERRED edges - model-reasoned connections that need verification.
  • Are the 824 inferred relationships involving success_response() (e.g. with list_storage_release_reviews() and get_storage_release_review_detail()) actually correct? success_response() has 824 INFERRED edges - model-reasoned connections that need verification.
  • Are the 718 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 718 INFERRED edges - model-reasoned connections that need verification.
  • Are the 693 inferred relationships involving error_response() (e.g. with _json_error_response() and list_storage_release_reviews()) actually correct? error_response() has 693 INFERRED edges - model-reasoned connections that need verification.