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Graph Report - app (2026-10-03)

Corpus Check

  • Large corpus: 274 files · ~330,137 words. Semantic extraction will be expensive (many Claude tokens). Consider running on a subfolder, or use --no-semantic to run AST-only.

Summary

  • 5686 nodes · 31432 edges · 47 communities detected
  • Extraction: 31% EXTRACTED · 69% INFERRED · 0% AMBIGUOUS · INFERRED: 21546 edges (avg confidence: 0.6)
  • Token cost: 0 input · 0 output

Community Hubs (Navigation)

God Nodes (most connected - your core abstractions)

  1. success_response() - 800 edges
  2. error_response() - 671 edges
  3. SysUser - 633 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
  • 历史库存变动（biz_material_stock_log，只读）。 --uses--> SysUser [INFERRED] api/material.py → models/models.py
  • 标记领用记录已使用完（盘点登记 / 变动记录）。 --uses--> SysUser [INFERRED] api/material.py → models/models.py
  • 盘点登记：待处理领用记录（未标记已使用完）。 --uses--> SysUser [INFERRED] api/material.py → models/models.py

Communities

Community 0 - "Community 0"

Cohesion: 0.01 Nodes (1086): _assert_user_tenant_access(), attachment_download_url(), create_dept(), create_dict_data(), create_dict_type(), create_express_company(), create_item_unit(), create_menu() (+1078 more)

Community 1 - "Community 1"

Cohesion: 0.01 Nodes (807): BaseSettings, Config, secret_key_must_be_strong(), Settings, generate_uuid(), ApiRequestLogCRUD, delete(), get_multi_with_filters() (+799 more)

Community 2 - "Community 2"

Cohesion: 0.01 Nodes (570): GarmentBatchDeleteBody, GarmentBatchDiscardBody, GarmentCreateBody, GarmentDiscardBody, GarmentUpdateBody, SterilizeLogBatchBody, SterilizeLogCreateBody, SterilizeLogUpdateBody (+562 more)

Community 3 - "Community 3"

Cohesion: 0.06 Nodes (492): CellSampleTypeCreateBody, CellSampleTypeUpdateBody, CollectionRegionCreateBody, CollectionRegionUpdateBody, CustomerCreateBody, CustomerUpdateBody, HospitalCreateBody, HospitalUpdateBody (+484 more)

Community 4 - "Community 4"

Cohesion: 0.01 Nodes (338): _normalize_date_bound(), _body_to_payload(), _get_current_user_id(), get_production_reception_by_sample_code(), get_production_reception_detail(), _get_tenant_no(), post_production_reception(), ProductionReceptionBody (+330 more)

Community 5 - "Community 5"

Cohesion: 0.06 Nodes (320): AuditCreateBody, BatchDetailIdsBody, BatchRefundFinanceSubmitBody, FinanceConfirmBody, FullmoonTodoInsuranceBody, InvoiceRequestCompleteBody, InvoiceRequestCreateBody, PaymentDetailDraftBody (+312 more)

Community 6 - "Community 6"

Cohesion: 0.02 Nodes (256): 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。, _error_json(), lifespan(), sqlalchemy_exception_handler(), unhandled_exception_handler(), _copied_app_name() (+248 more)

Community 7 - "Community 7"

Cohesion: 0.02 Nodes (217): _persist_protocol_sub_resources(), batch_delete_research_donations(), change_donation_status(), convert_from_storage(), convert_to_storage(), create_research_donation(), delete_research_donation(), _get_current_user_id() (+209 more)

Community 8 - "Community 8"

Cohesion: 0.03 Nodes (140): list_ethnics_for_select(), _leave_local_callback(), apply_data_scope(), list_ethnics(), 民族码表 CRUD（全局 sys_ethnic）, _row_to_dict(), create_leave(), get_leave() (+132 more)

Community 9 - "Community 9"

Cohesion: 0.02 Nodes (136): 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）。, web_qr_confirm(), web_qr_scanned(), _collect_descendants() (+128 more)

Community 10 - "Community 10"

Cohesion: 0.04 Nodes (114): _deduct_step_usage_legacy_batch(), register_step_usage_from_requisition(), revert_step_material_usages(), add_task_step(), _aggregate_production_tab_step_field(), assert_step_assignee_for_write(), assert_task_assignee(), assert_task_step_assignee_or_legacy() (+106 more)

Community 11 - "Community 11"

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

Community 12 - "Community 12"

Cohesion: 0.03 Nodes (97): get_protocol_nos_used_in_protocols(), _fmt_dt(), get_handover_by_schedule(), get_outbound_handover(), get_outbound_handover_view(), _handover_row_to_dict(), _handover_view_dict(), _parse_handover_time() (+89 more)

Community 13 - "Community 13"

Cohesion: 0.04 Nodes (94): AttachmentDownloadUrlBody, DeptCreateBody, DeptUpdateBody, DictDataCreateBody, DictDataUpdateBody, DictTypeCreateBody, DictTypeUpdateBody, ExpressCompanyCreateBody (+86 more)

Community 14 - "Community 14"

Cohesion: 0.04 Nodes (68): get_designer_data(), 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, BaseHTTPMiddleware, ApiCryptoError, _b64url_decode(), _b64url_encode(), decrypt_json() (+60 more)

Community 15 - "Community 15"

Cohesion: 0.05 Nodes (75): 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() (+67 more)

Community 16 - "Community 16"

Cohesion: 0.05 Nodes (22): 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() (+14 more)

Community 17 - "Community 17"

Cohesion: 0.08 Nodes (56): api_save_application(), auto_generate_schedules(), complete_application(), create_application(), create_basic_experiment_sale_schedules(), create_infusion_plan(), create_schedule(), _create_schedule_products() (+48 more)

Community 18 - "Community 18"

Cohesion: 0.13 Nodes (29): _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() (+21 more)

Community 19 - "Community 19"

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 20 - "Community 20"

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 21 - "Community 21"

Cohesion: 0.17 Nodes (23): apply_overtime_kit_hours(), _build_rest_day_segments(), _build_workday_windows(), calc_overtime_hours(), _day_at_minutes(), _day_start_ms(), _extract_rules(), _format_ymd() (+15 more)

Community 22 - "Community 22"

Cohesion: 0.17 Nodes (12): BusinessException, InvalidStatusTransitionException, log_delivery_operation(), log_operation(), log_order_operation(), log_settlement_operation(), log_user_operation(), OrderLockedException (+4 more)

Community 23 - "Community 23"

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 24 - "Community 24"

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 25 - "Community 25"

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 26 - "Community 26"

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 27 - "Community 27"

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 28 - "Community 28"

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 29 - "Community 29"

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 30 - "Community 30"

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 31 - "Community 31"

Cohesion: 0.29 Nodes (2): BaseModel, SoftDeleteModel

Community 32 - "Community 32"

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 33 - "Community 33"

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 34 - "Community 34"

Cohesion: 0.6 Nodes (5): _dec(), _fmt_dt(), list_stock_logs(), _row_to_dict(), _user_nick_name_map()

Community 35 - "Community 35"

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 36 - "Community 36"

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 37 - "Community 37"

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 38 - "Community 38"

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 39 - "Community 39"

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 40 - "Community 40"

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 43 - "Community 43"

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

Community 44 - "Community 44"

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

Community 45 - "Community 45"

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

Community 46 - "Community 46"

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

Community 47 - "Community 47"

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

Community 48 - "Community 48"

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

Knowledge Gaps

  • 186 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。 (+181 more) These have ≤1 connection - possible missing edges or undocumented components.
  • Thin community Community 31 (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 35 (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 36 (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 37 (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 38 (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 39 (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 40 (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 43 (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 44 (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 45 (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 46 (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 47 (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 48 (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 1, Community 2, Community 3, Community 4, Community 6, Community 8, Community 9, Community 11, Community 12, Community 13, Community 14, Community 27, Community 28? High betweenness centrality (0.119) - this node is a cross-community bridge.
  • Why does success_response() connect Community 0 to Community 2, Community 4, Community 36, Community 7, Community 8, Community 9, Community 11, Community 14, Community 15, Community 17? High betweenness centrality (0.046) - this node is a cross-community bridge.
  • Why does generate_uuid() connect Community 1 to Community 0, 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 18, Community 23, Community 24, Community 27, Community 28, Community 30? High betweenness centrality (0.030) - this node is a cross-community bridge.
  • Are the 992 inferred relationships involving str (e.g. with unhandled_exception_handler() and get_current_user_by_token()) actually correct? str has 992 INFERRED edges - model-reasoned connections that need verification.
  • Are the 799 inferred relationships involving success_response() (e.g. with list_storage_release_reviews() and get_storage_release_review_detail()) actually correct? success_response() has 799 INFERRED edges - model-reasoned connections that need verification.
  • Are the 670 inferred relationships involving error_response() (e.g. with _json_error_response() and list_storage_release_reviews()) actually correct? error_response() has 670 INFERRED edges - model-reasoned connections that need verification.
  • Are the 631 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 631 INFERRED edges - model-reasoned connections that need verification.
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