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Graph Report - app (2026-10-07)

Corpus Check

  • Large corpus: 279 files · ~334,493 words. Semantic extraction will be expensive (many Claude tokens). Consider running on a subfolder, or use --no-semantic to run AST-only.

Summary

  • 5747 nodes · 31661 edges · 42 communities detected
  • Extraction: 32% EXTRACTED · 68% INFERRED · 0% AMBIGUOUS · INFERRED: 21675 edges (avg confidence: 0.6)
  • Token cost: 0 input · 0 output

Community Hubs (Navigation)

God Nodes (most connected - your core abstractions)

  1. success_response() - 805 edges
  2. error_response() - 676 edges
  3. SysUser - 640 edges
  4. BizQcTaskResult - 372 edges
  5. BizProductionMaterial - 356 edges
  6. BizProductionMaterialUsage - 349 edges
  7. BizQcMaterialUsage - 347 edges
  8. BizQcMaterial - 337 edges
  9. BizProductionMaterialStockBatch - 336 edges
  10. BizMaterialUsage - 333 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
  • 微信小程序登录业务：openid + 手机号一致性校验。 --uses--> SysUser [INFERRED] services/wechat_login_service.py → models/models.py
  • 已绑定 openid 时静默换票（无需手机号授权）。 --uses--> SysUser [INFERRED] services/wechat_login_service.py → models/models.py
  • 根据 openid + 本次授权手机号解析可登录员工。 Returns: (user, error_message, error_co --uses--> SysUser [INFERRED] services/wechat_login_service.py → models/models.py

Communities

Community 0 - "Community 0"

Cohesion: 0.01 Nodes (1093): _assert_user_tenant_access(), attachment_download_url(), create_dept(), create_dict_data(), create_dict_type(), create_express_company(), create_item_unit(), create_menu() (+1085 more)

Community 1 - "Community 1"

Cohesion: 0.01 Nodes (835): list_collection_regions(), _save_sample_payments(), BaseSettings, Config, secret_key_must_be_strong(), Settings, generate_uuid(), create_cell_sample_type() (+827 more)

Community 2 - "Community 2"

Cohesion: 0.01 Nodes (626): GarmentBatchDeleteBody, GarmentBatchDiscardBody, GarmentCreateBody, GarmentDiscardBody, GarmentUpdateBody, SterilizeLogBatchBody, SterilizeLogCreateBody, SterilizeLogUpdateBody (+618 more)

Community 3 - "Community 3"

Cohesion: 0.07 Nodes (437): CellSampleTypeCreateBody, CellSampleTypeUpdateBody, CollectionRegionCreateBody, CollectionRegionUpdateBody, CustomerCreateBody, CustomerUpdateBody, HospitalCreateBody, HospitalUpdateBody (+429 more)

Community 4 - "Community 4"

Cohesion: 0.02 Nodes (399): AttachmentDownloadUrlBody, DeptCreateBody, DeptUpdateBody, DictDataCreateBody, DictDataUpdateBody, DictTypeCreateBody, DictTypeUpdateBody, ExpressCompanyCreateBody (+391 more)

Community 5 - "Community 5"

Cohesion: 0.02 Nodes (299): 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() (+291 more)

Community 6 - "Community 6"

Cohesion: 0.01 Nodes (252): list_ethnics_for_select(), get_designer_data(), apply_data_scope(), ApiRequestLogCRUD, delete(), get_multi_with_filters(), list_ethnics(), 民族码表 CRUD（全局 sys_ethnic） (+244 more)

Community 7 - "Community 7"

Cohesion: 0.02 Nodes (253): _normalize_date_bound(), _persist_protocol_sub_resources(), format_date(), generate_id(), optional_date(), parse_date(), 将字符串 / date / datetime 转为 date 或 None, camel_to_snake() (+245 more)

Community 8 - "Community 8"

Cohesion: 0.07 Nodes (279): AuditCreateBody, BatchDetailIdsBody, BatchRefundFinanceSubmitBody, FinanceConfirmBody, FullmoonHandleBody, FullmoonTodoInsuranceBody, InvoiceRequestCompleteBody, InvoiceRequestCreateBody (+271 more)

Community 9 - "Community 9"

Cohesion: 0.02 Nodes (99): _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, ApiCryptoError (+91 more)

Community 10 - "Community 10"

Cohesion: 0.03 Nodes (147): map_payments_by_schedule_ids(), _fmt_dt(), get_handover_by_schedule(), get_outbound_handover(), get_outbound_handover_view(), _handover_row_to_dict(), _handover_view_dict(), _parse_handover_time() (+139 more)

Community 11 - "Community 11"

Cohesion: 0.03 Nodes (117): 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。, 服务号网页授权 code 绑定当前用户（需 Bearer）。, 微信登录：openid 已绑定时可静默换票；否则须授权手机号且与账号 phone_no 一致。, 密码登录后绑定当前微信 openid（需 Bearer）。, _resolve_user_id(), web_qr_confirm() (+109 more)

Community 12 - "Community 12"

Cohesion: 0.05 Nodes (116): AccessLogCreateBody, AccessLogUpdateBody, CleanRoomCreateBody, CleanRoomUpdateBody, ExhibitionAppointmentCreateBody, ExhibitionAppointmentUpdateBody, list_storage_slot_stats(), OccupancyCreateBody (+108 more)

Community 13 - "Community 13"

Cohesion: 0.04 Nodes (90): get_protocol_nos_used_in_protocols(), _cell_row_to_dict(), _enrich_cell_dicts_with_live_status(), _find_outbound_cell_row(), _find_outbound_qc_material_row(), _fmt_dt(), get_outbound_material(), _get_schedule() (+82 more)

Community 14 - "Community 14"

Cohesion: 0.06 Nodes (73): 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() (+65 more)

Community 15 - "Community 15"

Cohesion: 0.12 Nodes (10): 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, 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), wechat_pay() (+2 more)

Community 16 - "Community 16"

Cohesion: 0.21 Nodes (19): _consumable_row_to_dict(), create_process(), _create_sub_consumable(), _create_sub_data_collection(), _create_sub_output(), _create_sub_reagent(), _data_collection_row_to_dict(), get_process() (+11 more)

Community 17 - "Community 17"

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 18 - "Community 18"

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 19 - "Community 19"

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 20 - "Community 20"

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 21 - "Community 21"

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 22 - "Community 22"

Cohesion: 0.29 Nodes (11): _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(), _schema_rules() (+3 more)

Community 23 - "Community 23"

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 24 - "Community 24"

Cohesion: 0.31 Nodes (10): _build_tree(), _cascade_soft_delete(), _collect_with_ancestors(), 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。, _row_to_dict() (+2 more)

Community 25 - "Community 25"

Cohesion: 0.2 Nodes (9): get_user_menu_codes(), 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。, 读取用户授权的菜单权限标识集合（与前端 meta.menuCode / perms 对齐）。, 接口菜单权限守卫（已统一放行 menuCode 校验，仅保留运营端登录）。, 接口菜单权限守卫（已统一放行 menuCode 校验，仅保留运营端登录）。, require_admin_or_super_admin(), require_any_menu_code() (+1 more)

Community 26 - "Community 26"

Cohesion: 0.29 Nodes (2): BaseModel, SoftDeleteModel

Community 27 - "Community 27"

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 28 - "Community 28"

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 29 - "Community 29"

Cohesion: 0.47 Nodes (5): compute_sample_payment_progress(), _dec(), 样本缴费方案进度汇总（列表「按样本」维度）, progressStatus 优先级：jfqrz > yjq > bfyj > dfj 已缴仅计 pay_status=yjf；有效期排除 schedu, _status()

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 (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 32 - "Community 32"

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 33 - "Community 33"

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 34 - "Community 34"

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 35 - "Community 35"

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 38 - "Community 38"

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

Community 39 - "Community 39"

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

Community 40 - "Community 40"

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

Community 41 - "Community 41"

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

Community 42 - "Community 42"

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

Community 43 - "Community 43"

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

Knowledge Gaps

  • 192 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。 (+187 more) These have ≤1 connection - possible missing edges or undocumented components.
  • Thin community Community 26 (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): 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 32 (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 33 (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 34 (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 35 (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 38 (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 39 (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 40 (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 41 (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 42 (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 43 (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 2 to Community 0, Community 1, Community 3, Community 4, Community 5, Community 6, Community 8, Community 10, Community 11, Community 12, Community 20, Community 21? High betweenness centrality (0.115) - this node is a cross-community bridge.
  • Why does success_response() connect Community 0 to Community 1, Community 2, Community 6, Community 11, Community 12, Community 14, Community 31? High betweenness centrality (0.050) - this node is a cross-community bridge.
  • Why does OaEngineError connect Community 4 to Community 0, Community 1, Community 2? High betweenness centrality (0.035) - this node is a cross-community bridge.
  • Are the 1003 inferred relationships involving str (e.g. with unhandled_exception_handler() and get_current_user_by_token()) actually correct? str has 1003 INFERRED edges - model-reasoned connections that need verification.
  • Are the 804 inferred relationships involving success_response() (e.g. with list_storage_release_reviews() and get_storage_release_review_detail()) actually correct? success_response() has 804 INFERRED edges - model-reasoned connections that need verification.
  • Are the 675 inferred relationships involving error_response() (e.g. with _json_error_response() and list_storage_release_reviews()) actually correct? error_response() has 675 INFERRED edges - model-reasoned connections that need verification.
  • Are the 638 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 638 INFERRED edges - model-reasoned connections that need verification.
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