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zkxw/backend/graphify-out/GRAPH_REPORT.md
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2026-06-12 12:32:49 +08:00

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Graph Report - app (2026-06-12)

Corpus Check

  • 188 files · ~199,729 words
  • Verdict: corpus is large enough that graph structure adds value.

Summary

  • 3570 nodes · 16121 edges · 52 communities detected
  • Extraction: 37% EXTRACTED · 63% INFERRED · 0% AMBIGUOUS · INFERRED: 10132 edges (avg confidence: 0.61)
  • Token cost: 0 input · 0 output

Community Hubs (Navigation)

God Nodes (most connected - your core abstractions)

  1. success_response() - 552 edges
  2. error_response() - 452 edges
  3. SysUser - 377 edges
  4. BizQcTaskResult - 278 edges
  5. BizQcMaterialUsage - 278 edges
  6. BizQcMaterial - 273 edges
  7. BizQcMaterialStockBatch - 265 edges
  8. BizMaterialStockLog - 260 edges
  9. BizPilotPayment - 259 edges
  10. BizMaterial - 257 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 (622): create_dept(), create_dict_data(), create_dict_type(), create_express_company(), create_item_unit(), create_menu(), create_post(), create_role_management() (+614 more)

Community 1 - "Community 1"

Cohesion: 0.01 Nodes (502): attachment_download_url(), AttachmentDownloadUrlBody, DeptCreateBody, DeptUpdateBody, dict_data_options(), DictDataCreateBody, DictDataUpdateBody, DictTypeCreateBody (+494 more)

Community 2 - "Community 2"

Cohesion: 0.06 Nodes (303): 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), Base, ApiRequestLogCRUD, 耗材包 CRUD(biz_consumable_pack + biz_consumable_pack_item), 耗材 CRUD(biz_consumable), 字典类型 CRUD(sys_dict_type), 批量入库,同一事务;任一条失败则全部回滚。 (+295 more)

Community 3 - "Community 3"

Cohesion: 0.02 Nodes (214): list_customers(), list_protocol_nos(), _normalize_date_bound(), list_ethnics_for_select(), _list_insurance_companies(), _total_pages(), apply_data_scope(), _get_child_dept_ids() (+206 more)

Community 4 - "Community 4"

Cohesion: 0.07 Nodes (209): CellSampleTypeCreateBody, CellSampleTypeUpdateBody, CollectionRegionCreateBody, CollectionRegionUpdateBody, CustomerCreateBody, CustomerUpdateBody, HospitalCreateBody, HospitalUpdateBody (+201 more)

Community 5 - "Community 5"

Cohesion: 0.02 Nodes (177): generate_uuid(), _apply_cell_product_status_change(), create_cell_product(), batch_stock_in(), batch_stock_out(), consumable_code_exists(), create_consumable(), _dec() (+169 more)

Community 6 - "Community 6"

Cohesion: 0.02 Nodes (173): _format_attachment_file_size(), urls_to_attachment_list(), list_production_tasks(), apply_task_result(), assert_task_assignee(), _active_users_in_tenant(), enrich_tasks_with_assignees(), is_user_assignee() (+165 more)

Community 7 - "Community 7"

Cohesion: 0.02 Nodes (142): get_role_menus(), get_user_by_id(), _avatar_url_field(), _build_current_user_payload(), _build_user_info_payload(), get_current_user_profile(), _jwt_user_payload(), logout() (+134 more)

Community 8 - "Community 8"

Cohesion: 0.03 Nodes (103): _business_type_label(), get_business_all_tasks(), _get_business_form_fields(), get_designer_data(), get_instance_detail(), ProcessDefCreateBody, ProcessDefUpdateBody, PublishVersionBody (+95 more)

Community 9 - "Community 9"

Cohesion: 0.04 Nodes (100): _ensure_customer_for_mother(), _persist_protocol_sub_resources(), align_fq_payment_details_payload(), _apply_payment_detail_list_filters(), _apply_submit_receipt_finance(), _apply_submit_refund_finance(), attachments_to_urls(), _audit_to_dict() (+92 more)

Community 10 - "Community 10"

Cohesion: 0.04 Nodes (98): 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(), _fmt_dt(), get_handover_by_schedule() (+90 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 (58): batch_delete_research_donations(), change_donation_status(), convert_from_storage(), convert_to_storage(), create_research_donation(), delete_research_donation(), _get_current_user_id(), get_research_donation_detail() (+50 more)

Community 14 - "Community 14"

Cohesion: 0.08 Nodes (51): code_exists(), create_material(), _dec(), _fmt_dt(), get_material(), _is_enabled_status(), list_materials(), _norm_status() (+43 more)

Community 15 - "Community 15"

Cohesion: 0.09 Nodes (50): complete_application(), create_basic_experiment_sale_schedules(), create_infusion_plan(), create_schedule(), _create_schedule_products(), _format_yyyy_mm_dd(), _generate_application_no(), get_application() (+42 more)

Community 16 - "Community 16"

Cohesion: 0.06 Nodes (18): extract_avatar_storage_key(), 用户头像 URL 解析(sys_user.avatar 可能存 MinIO 相对路径或完整 URL), 从 upload 返回值或历史完整 URL 中提取 avatar/ 相对路径。, 服务端内部拼完整 URL(邮件等);Web API 应返回库中原始路径。, resolve_avatar_display_url(), BaseStorage, convert_heic_to_jpeg(), get_storage() (+10 more)

Community 17 - "Community 17"

Cohesion: 0.12 Nodes (32): get_next_cell_product_code(), _ancestor_link_from_cell_product_input(), _ancestor_sample_chain_link(), _build_ancestor_chain(), _build_descendant_chain(), _build_facility_path_label(), build_split_product_codes(), create_cell_products_batch() (+24 more)

Community 18 - "Community 18"

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 19 - "Community 19"

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 20 - "Community 20"

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 21 - "Community 21"

Cohesion: 0.21 Nodes (15): batch_generate_protocol_nos(), batch_issue_protocol_nos(), batch_revoke_protocol_nos(), create_protocol_no(), get_protocol_no(), list_protocol_nos(), _parse_issued_time(), protocol_no_exists() (+7 more)

Community 22 - "Community 22"

Cohesion: 0.23 Nodes (12): create_collection_region(), create_hospital(), get_collection_region(), get_hospital(), _hospital_names_by_region_ids(), _hospital_to_dict(), list_collection_regions(), list_hospitals() (+4 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: 0.24 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: 0.32 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 26 - "Community 26"

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 27 - "Community 27"

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 28 - "Community 28"

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 29 - "Community 29"

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 30 - "Community 30"

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 31 - "Community 31"

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 32 - "Community 32"

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 33 - "Community 33"

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 34 - "Community 34"

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 35 - "Community 35"

Cohesion: 0.36 Nodes (7): create_post(), get_post(), list_posts(), post_code_exists(), _row_to_dict(), soft_delete_post(), update_post()

Community 36 - "Community 36"

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

Community 37 - "Community 37"

Cohesion: 0.36 Nodes (7): create_site(), get_site(), list_sites(), _row_to_dict(), site_code_exists(), soft_delete_site(), update_site()

Community 38 - "Community 38"

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 39 - "Community 39"

Cohesion: 0.29 Nodes (2): BaseModel, SoftDeleteModel

Community 40 - "Community 40"

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 41 - "Community 41"

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

Community 42 - "Community 42"

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 43 - "Community 43"

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 44 - "Community 44"

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 45 - "Community 45"

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 48 - "Community 48"

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

Community 49 - "Community 49"

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

Community 50 - "Community 50"

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

Community 51 - "Community 51"

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

Community 52 - "Community 52"

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

Community 53 - "Community 53"

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

Knowledge Gaps

  • 109 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)。 (+104 more) These have ≤1 connection - possible missing edges or undocumented components.
  • Thin community Community 39 (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 42 (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 43 (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 44 (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 45 (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 48 (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 49 (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 50 (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 51 (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 52 (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 53 (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 7, Community 8, Community 10, Community 11, Community 12, Community 13, Community 21, Community 24? High betweenness centrality (0.113) - this node is a cross-community bridge.
  • Why does generate_uuid() connect Community 5 to Community 0, Community 2, Community 3, Community 4, Community 6, Community 7, Community 8, Community 9, Community 10, Community 11, Community 13, Community 14, Community 17, Community 19, Community 20, Community 21, Community 22, 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? High betweenness centrality (0.069) - this node is a cross-community bridge.
  • Why does success_response() connect Community 0 to Community 1, Community 3, Community 7, Community 8, Community 43, Community 13, Community 17? High betweenness centrality (0.055) - this node is a cross-community bridge.
  • Are the 560 inferred relationships involving str (e.g. with unhandled_exception_handler() and get_current_user_by_token()) actually correct? str has 560 INFERRED edges - model-reasoned connections that need verification.
  • Are the 551 inferred relationships involving success_response() (e.g. with list_storage_release_reviews() and get_storage_release_review_detail()) actually correct? success_response() has 551 INFERRED edges - model-reasoned connections that need verification.
  • Are the 451 inferred relationships involving error_response() (e.g. with _json_error_response() and list_storage_release_reviews()) actually correct? error_response() has 451 INFERRED edges - model-reasoned connections that need verification.
  • Are the 375 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 375 INFERRED edges - model-reasoned connections that need verification.