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zkxw/backend/graphify-out/GRAPH_REPORT.md
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2026-07-07 11:10:48 +08:00

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Graph Report - app (2026-07-07)

Corpus Check

  • Large corpus: 217 files · ~263,710 words. Semantic extraction will be expensive (many Claude tokens). Consider running on a subfolder, or use --no-semantic to run AST-only.

Summary

  • 4494 nodes · 24239 edges · 50 communities detected
  • Extraction: 32% EXTRACTED · 68% INFERRED · 0% AMBIGUOUS · INFERRED: 16527 edges (avg confidence: 0.59)
  • Token cost: 0 input · 0 output

Community Hubs (Navigation)

God Nodes (most connected - your core abstractions)

  1. success_response() - 671 edges
  2. error_response() - 555 edges
  3. SysUser - 502 edges
  4. BizQcTaskResult - 316 edges
  5. BizProductionMaterial - 311 edges
  6. BizProductionMaterialUsage - 306 edges
  7. BizQcMaterialUsage - 303 edges
  8. BizQcMaterial - 294 edges
  9. BizProductionMaterialStockBatch - 293 edges
  10. BizMaterialUsage - 290 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
  • sync_lab_storage_seq_after_use() --calls--> generate_uuid() [INFERRED] crud/sample_reception_lab_code.py → core/utils.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

Communities

Community 0 - "Community 0"

Cohesion: 0.01 Nodes (866): attachment_download_url(), create_dept(), create_dict_data(), create_dict_type(), create_express_company(), create_item_unit(), create_menu(), create_post() (+858 more)

Community 1 - "Community 1"

Cohesion: 0.01 Nodes (616): AttachmentDownloadUrlBody, DeptCreateBody, DeptUpdateBody, DictDataCreateBody, DictDataUpdateBody, DictTypeCreateBody, DictTypeUpdateBody, ExpressCompanyCreateBody (+608 more)

Community 2 - "Community 2"

Cohesion: 0.07 Nodes (504): 细胞存储 — 采集协议单 / 审核 / 财务确认 / 分期预警 API, 与列表接口一致:按租户 + 角色数据权限判断是否可访问该协议单。, If mother info exists but no customerId, create a customer record and link it., Base, 细胞产品 CRUD(biz_cell_product), 解析任务样本投入物,返回祖先链单段(样本终止节点)。, 管理端手动改状态:允许在合法枚举间任意变更,并同步库位占用。, 去掉末尾 -P{n}-XX 或 -XX,得到代次产品编码的基础前缀。 (+496 more)

Community 3 - "Community 3"

Cohesion: 0.01 Nodes (388): _normalize_date_bound(), list_ethnics_for_select(), apply_data_scope(), _get_child_dept_ids(), get_user_dept_id(), _resolve_user_role_scopes(), format_date(), ApiRequestLogCRUD (+380 more)

Community 4 - "Community 4"

Cohesion: 0.01 Nodes (310): generate_uuid(), map_payments_by_schedule_ids(), batch_stock_in(), batch_stock_out(), consumable_code_exists(), create_consumable(), _dec(), get_consumable() (+302 more)

Community 5 - "Community 5"

Cohesion: 0.02 Nodes (252): 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(), build_void_type_label_map(), format_protocol_status_label() (+244 more)

Community 6 - "Community 6"

Cohesion: 0.02 Nodes (185): batch_discard(), batch_options(), _batch_row_to_dict(), batch_stock_in(), batch_stock_out(), _create_batch_and_usage(), delete_batch(), _discard_batch() (+177 more)

Community 7 - "Community 7"

Cohesion: 0.02 Nodes (116): 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 (+108 more)

Community 8 - "Community 8"

Cohesion: 0.02 Nodes (149): _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) (+141 more)

Community 9 - "Community 9"

Cohesion: 0.04 Nodes (124): AccessLogCreateBody, AccessLogUpdateBody, CleanRoomCreateBody, CleanRoomUpdateBody, ExhibitionAppointmentCreateBody, ExhibitionAppointmentUpdateBody, list_storage_slot_stats(), OccupancyCreateBody (+116 more)

Community 10 - "Community 10"

Cohesion: 0.34 Nodes (73): BatchStockInBody, BatchStockInItem, BatchStockOutBody, BatchStockOutItem, ConsumableCreateBody, ConsumablePackCreateBody, ConsumablePackUpdateBody, ConsumableUpdateBody (+65 more)

Community 11 - "Community 11"

Cohesion: 0.05 Nodes (69): generate_id(), optional_date(), parse_date(), 将字符串 / date / datetime 转为 date 或 None, camel_to_snake(), get_model_attr(), HistoryCRUD, allocate_next_biz_no() (+61 more)

Community 12 - "Community 12"

Cohesion: 0.06 Nodes (62): 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() (+54 more)

Community 13 - "Community 13"

Cohesion: 0.06 Nodes (61): complete_application(), create_basic_experiment_sale_schedules(), create_infusion_plan(), create_schedule(), _create_schedule_products(), _format_yyyy_mm_dd(), _generate_application_no(), get_application() (+53 more)

Community 14 - "Community 14"

Cohesion: 0.11 Nodes (39): _amount_for_row(), _batch_map(), deduct_for_task(), _deduct_task_usage_legacy_batch(), _display_remark(), _fmt_date_val(), _linked_qc_task_no_map(), list_linked_task_usages() (+31 more)

Community 15 - "Community 15"

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 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: 0.16 Nodes (22): _code_exists(), create_material(), _dec(), _fmt_dt(), get_material(), get_material_entity(), get_my_usages(), _is_enabled_status() (+14 more)

Community 18 - "Community 18"

Cohesion: 0.17 Nodes (21): batch_stock_in(), batch_stock_out(), code_exists(), create_material(), _dec(), _fmt_dt(), get_material(), _is_enabled_status() (+13 more)

Community 19 - "Community 19"

Cohesion: 0.14 Nodes (17): _build_tree(), _cascade_soft_delete(), create_menu(), get_menu(), list_menus(), list_menus_tree(), _row_to_dict(), soft_delete_menu() (+9 more)

Community 20 - "Community 20"

Cohesion: 0.18 Nodes (15): create_collection_region(), create_hospital(), get_collection_region(), get_hospital(), _hospital_names_by_region_ids(), _hospital_to_dict(), list_collection_regions(), list_hospitals() (+7 more)

Community 21 - "Community 21"

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 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: 0.24 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 24 - "Community 24"

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 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: 0.27 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: 0.27 Nodes (8): create_customer(), get_customer(), id_card_taken(), list_customers(), 客户 CRUD(biz_customer), _row_to_dict(), soft_delete_customer(), update_customer()

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): 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 32 - "Community 32"

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 33 - "Community 33"

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 34 - "Community 34"

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

Community 35 - "Community 35"

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

Community 36 - "Community 36"

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

Community 37 - "Community 37"

Cohesion: 0.29 Nodes (2): BaseModel, SoftDeleteModel

Community 38 - "Community 38"

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 39 - "Community 39"

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

Community 40 - "Community 40"

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 41 - "Community 41"

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 42 - "Community 42"

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 43 - "Community 43"

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 46 - "Community 46"

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

Community 47 - "Community 47"

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

Community 48 - "Community 48"

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

Community 49 - "Community 49"

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

Community 50 - "Community 50"

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

Community 51 - "Community 51"

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

Knowledge Gaps

  • 130 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)。, 加载 RSA 密钥对:优先环境变量,否则使用内置固定默认密钥。 (+125 more) These have ≤1 connection - possible missing edges or undocumented components.
  • Thin community Community 37 (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 40 (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 41 (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 42 (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 43 (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 46 (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 47 (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 48 (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 49 (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 50 (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 51 (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 0, Community 2, Community 3, Community 4, Community 5, Community 6, Community 8, Community 9, Community 10, Community 14, Community 17, Community 21, Community 23, Community 25? High betweenness centrality (0.104) - this node is a cross-community bridge.
  • Why does generate_uuid() connect Community 4 to Community 0, Community 1, Community 3, Community 5, Community 6, Community 7, Community 8, Community 9, Community 11, Community 12, Community 14, Community 15, Community 17, Community 18, Community 19, Community 20, Community 21, 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? High betweenness centrality (0.089) - this node is a cross-community bridge.
  • Why does success_response() connect Community 0 to Community 1, Community 3, Community 7, Community 8, Community 9, Community 41, Community 12? High betweenness centrality (0.055) - this node is a cross-community bridge.
  • Are the 738 inferred relationships involving str (e.g. with unhandled_exception_handler() and get_current_user_by_token()) actually correct? str has 738 INFERRED edges - model-reasoned connections that need verification.
  • Are the 670 inferred relationships involving success_response() (e.g. with list_storage_release_reviews() and get_storage_release_review_detail()) actually correct? success_response() has 670 INFERRED edges - model-reasoned connections that need verification.
  • Are the 554 inferred relationships involving error_response() (e.g. with _json_error_response() and list_storage_release_reviews()) actually correct? error_response() has 554 INFERRED edges - model-reasoned connections that need verification.
  • Are the 500 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 500 INFERRED edges - model-reasoned connections that need verification.