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zkxw/backend/graphify-out/GRAPH_REPORT.md
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2026-05-24 11:03:15 +08:00

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Graph Report - app (2026-05-24)

Corpus Check

  • 146 files · ~135,185 words
  • Verdict: corpus is large enough that graph structure adds value.

Summary

  • 2601 nodes · 10532 edges · 54 communities detected
  • Extraction: 41% EXTRACTED · 59% INFERRED · 0% AMBIGUOUS · INFERRED: 6233 edges (avg confidence: 0.63)
  • Token cost: 0 input · 0 output

Community Hubs (Navigation)

God Nodes (most connected - your core abstractions)

  1. success_response() - 409 edges
  2. error_response() - 328 edges
  3. SysUser - 234 edges
  4. BizQcMaterialUsage - 208 edges
  5. BizMaterialStockLog - 204 edges
  6. BizQcTaskResult - 204 edges
  7. BizQcMaterial - 204 edges
  8. BizMaterial - 201 edges
  9. BizQcItemParam - 199 edges
  10. generate_uuid() - 148 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: 0.02 Nodes (439): attachment_download_url(), create_dept(), create_dict_data(), create_dict_type(), create_express_company(), create_item_unit(), create_menu(), create_post() (+431 more)

Community 1 - "Community 1"

Cohesion: 0.01 Nodes (408): AttachmentDownloadUrlBody, DeptCreateBody, DeptUpdateBody, DictDataCreateBody, DictDataUpdateBody, DictTypeCreateBody, DictTypeUpdateBody, ExpressCompanyCreateBody (+400 more)

Community 2 - "Community 2"

Cohesion: 0.05 Nodes (285): 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 (+277 more)

Community 3 - "Community 3"

Cohesion: 0.02 Nodes (175): generate_uuid(), batch_stock_in(), batch_stock_out(), consumable_code_exists(), create_consumable(), _dec(), get_consumable(), _is_enabled_status() (+167 more)

Community 4 - "Community 4"

Cohesion: 0.02 Nodes (158): list_collection_regions(), create_collection_protocol(), delete_collection_protocol(), _ensure_customer_for_mother(), get_collection_protocol_detail(), _get_current_user_id(), _get_tenant_no(), list_collection_protocol_audits() (+150 more)

Community 5 - "Community 5"

Cohesion: 0.04 Nodes (119): _format_attachment_file_size(), get_protocol_nos_used_in_protocols(), urls_to_attachment_list(), _accept_conclusion_label(), _attach_reception_detail(), complete_production_work_order(), create_production_work_order_from_reception(), _enrich_wo_items() (+111 more)

Community 6 - "Community 6"

Cohesion: 0.07 Nodes (67): 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) (+59 more)

Community 7 - "Community 7"

Cohesion: 0.05 Nodes (57): list_roles_for_select(), _avatar_url_field(), _build_user_info_payload(), _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)。, 与 web-admin userInfo 字段约定一致。 (+49 more)

Community 8 - "Community 8"

Cohesion: 0.06 Nodes (55): get_designer_data(), ProcessDefCreateBody, ProcessDefUpdateBody, PublishVersionBody, 审批意见:前端传 commentText,兼容 comment。, StartInstanceBody, TaskActionBody, list_params_by_item() (+47 more)

Community 9 - "Community 9"

Cohesion: 0.05 Nodes (26): BusinessException, InvalidStatusTransitionException, log_delivery_operation(), log_operation(), log_order_operation(), log_settlement_operation(), log_user_operation(), OrderLockedException (+18 more)

Community 10 - "Community 10"

Cohesion: 0.34 Nodes (58): BatchStockInBody, BatchStockInItem, BatchStockOutBody, BatchStockOutItem, ConsumableCreateBody, ConsumablePackCreateBody, ConsumablePackUpdateBody, ConsumableUpdateBody (+50 more)

Community 11 - "Community 11"

Cohesion: 0.06 Nodes (57): get_next_cell_product_code(), _build_facility_path_label(), build_split_product_codes(), create_cell_product(), create_cell_products_batch(), create_cell_products_by_quantity(), delete_cell_product(), _enrich_product_dicts() (+49 more)

Community 12 - "Community 12"

Cohesion: 0.05 Nodes (38): ApiRequestLogMiddleware, _claims_from_auth(), _format_body_bytes(), _persist_log(), 统一记录 API 请求/响应出入参的中间件, _redact_obj(), _schedule_persist_log(), _should_skip() (+30 more)

Community 13 - "Community 13"

Cohesion: 0.11 Nodes (44): create_collection_protocol(), _active_link_query(), assert_biz_no_available(), create_convert_link(), get_convert_partner(), get_partner_sample_codes(), has_active_convert_link(), upsert_convert_link_for_to_storage() (+36 more)

Community 14 - "Community 14"

Cohesion: 0.16 Nodes (32): _create_insurance_company(), _create_insurance_company_invoice(), _create_insurance_project_price(), delete_insurance_company(), delete_insurance_company_invoice(), delete_insurance_project_price(), _fmt_dt(), _generate_uuid() (+24 more)

Community 15 - "Community 15"

Cohesion: 0.1 Nodes (26): BaseHTTPMiddleware, parse_admin_request_json(), 运营 Web(/web/admin)JSON 请求体解析。 与 ApiCryptoMiddleware 配合:中间件未改写 body 时,在路由内解密 `, 读取 JSON body;dict 时走 resolve_request_payload(明文 / 密文 / data 包装)。 Returns:, ApiCryptoError, _b64url_decode(), _b64url_encode(), decrypt_json() (+18 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: 0.18 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 18 - "Community 18"

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 19 - "Community 19"

Cohesion: 0.25 Nodes (13): code_exists(), create_material(), _dec(), _fmt_dt(), get_material(), list_materials(), _norm_status(), options_list() (+5 more)

Community 20 - "Community 20"

Cohesion: 0.26 Nodes (12): batch_issue_sample_codes(), batch_revoke_sample_codes(), create_sample_code(), get_sample_code(), list_sample_codes(), _parse_issued_time(), 样本编码池 CRUD(biz_sample_code), _resolve_issued_user_display_name() (+4 more)

Community 21 - "Community 21"

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 22 - "Community 22"

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

Community 23 - "Community 23"

Cohesion: 0.29 Nodes (10): _accept_conclusion_label(), _base_query(), _ensure_notification(), _fmt_dt(), generate_sms_content(), list_notifications(), resolve_notification(), _row_to_dict() (+2 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: 0.3 Nodes (10): create_consumable_pack(), get_consumable_pack(), get_pack_detail(), _item_row_to_dict(), list_all_packs(), list_consumable_packs(), pack_code_exists(), _row_to_dict() (+2 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_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): 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 30 - "Community 30"

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 31 - "Community 31"

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 32 - "Community 32"

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 33 - "Community 33"

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 34 - "Community 34"

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 35 - "Community 35"

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 36 - "Community 36"

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

Community 37 - "Community 37"

Cohesion: 0.36 Nodes (7): create_dict_type(), dict_type_code_exists(), get_dict_type(), list_dict_types(), _row_to_dict(), soft_delete_dict_type(), update_dict_type()

Community 38 - "Community 38"

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

Community 39 - "Community 39"

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

Community 40 - "Community 40"

Cohesion: 0.39 Nodes (8): create_lab_item(), get_lab_item(), item_code_exists(), list_active_lab_items(), list_lab_items(), _row_to_dict(), soft_delete_lab_item(), update_lab_item()

Community 41 - "Community 41"

Cohesion: 0.29 Nodes (2): BaseModel, SoftDeleteModel

Community 42 - "Community 42"

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 43 - "Community 43"

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

Community 44 - "Community 44"

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 45 - "Community 45"

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,供后端菜单模式联调)

Community 46 - "Community 46"

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 47 - "Community 47"

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 50 - "Community 50"

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

Community 51 - "Community 51"

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

Community 52 - "Community 52"

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

Community 53 - "Community 53"

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

Community 54 - "Community 54"

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

Community 55 - "Community 55"

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

Knowledge Gaps

  • 90 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)。 (+85 more) These have ≤1 connection - possible missing edges or undocumented components.
  • Thin community Community 41 (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 44 (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 45 (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,供后端菜单模式联调) Too small to be a meaningful cluster - may be noise or needs more connections extracted.
  • Thin community Community 46 (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 47 (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 50 (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 51 (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 52 (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 53 (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 54 (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 55 (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 generate_uuid() connect Community 3 to Community 0, Community 1, Community 2, Community 4, Community 5, Community 6, Community 7, Community 8, Community 11, Community 12, Community 13, Community 17, Community 18, Community 19, Community 20, Community 23, 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 (0.137) - this node is a cross-community bridge.
  • Why does SysUser connect Community 1 to Community 0, Community 2, Community 3, Community 5, Community 6, Community 7, Community 8, Community 10, Community 12, Community 14, Community 18, Community 20, Community 24? High betweenness centrality (0.081) - this node is a cross-community bridge.
  • Why does success_response() connect Community 0 to Community 1, Community 4, Community 7, Community 8, Community 11, Community 45, Community 14? High betweenness centrality (0.056) - this node is a cross-community bridge.
  • Are the 408 inferred relationships involving success_response() (e.g. with list_storage_release_reviews() and get_storage_release_review_detail()) actually correct? success_response() has 408 INFERRED edges - model-reasoned connections that need verification.
  • Are the 389 inferred relationships involving str (e.g. with extract_login_credentials() and ._make_request()) actually correct? str has 389 INFERRED edges - model-reasoned connections that need verification.
  • Are the 327 inferred relationships involving error_response() (e.g. with _json_error_response() and list_storage_release_reviews()) actually correct? error_response() has 327 INFERRED edges - model-reasoned connections that need verification.
  • Are the 232 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 232 INFERRED edges - model-reasoned connections that need verification.