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zkxw/backend/graphify-out/GRAPH_REPORT.md
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2026-10-13 13:14:25 +08:00

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Graph Report - app (2026-10-13)

Corpus Check

  • Large corpus: 308 files · ~369,031 words. Semantic extraction will be expensive (many Claude tokens). Consider running on a subfolder, or use --no-semantic to run AST-only.

Summary

  • 6235 nodes · 34205 edges · 43 communities detected
  • Extraction: 32% EXTRACTED · 68% INFERRED · 0% AMBIGUOUS · INFERRED: 23316 edges (avg confidence: 0.6)
  • Token cost: 0 input · 0 output

Community Hubs (Navigation)

God Nodes (most connected - your core abstractions)

  1. success_response() - 825 edges
  2. error_response() - 694 edges
  3. SysUser - 694 edges
  4. BizQcTaskResult - 386 edges
  5. BizProductionMaterial - 370 edges
  6. BizProductionMaterialUsage - 363 edges
  7. BizQcMaterialUsage - 361 edges
  8. BizQcMaterial - 351 edges
  9. BizProductionMaterialStockBatch - 350 edges
  10. BizMaterialUsage - 347 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
  • create_tasks_from_set() --calls--> apply_task_name_placeholders() [INFERRED] crud/production_task_set.py → utils/production_task_name_placeholders.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 (1114): _assert_user_tenant_access(), attachment_download_url(), create_dept(), create_dict_data(), create_dict_type(), create_express_company(), create_item_unit(), create_menu() (+1106 more)

Community 1 - "Community 1"

Cohesion: 0.01 Nodes (834): BaseSettings, Config, secret_key_must_be_strong(), Settings, generate_uuid(), allocate_next_biz_no(), _format_biz_no(), _prefix_for() (+826 more)

Community 2 - "Community 2"

Cohesion: 0.01 Nodes (601): GarmentBatchDeleteBody, GarmentBatchDiscardBody, GarmentCreateBody, GarmentDiscardBody, GarmentUpdateBody, SterilizeLogBatchBody, SterilizeLogCreateBody, SterilizeLogUpdateBody (+593 more)

Community 3 - "Community 3"

Cohesion: 0.01 Nodes (427): _normalize_date_bound(), create_collection_protocol(), _persist_protocol_sub_resources(), _resolve_consent_form_urls(), _resolve_health_survey_form_urls(), _resolve_protocol_attachments(), update_collection_protocol(), list_ethnics_for_select() (+419 more)

Community 4 - "Community 4"

Cohesion: 0.07 Nodes (438): InsuranceCompanyCreateBody, InsuranceCompanyInvoiceCreateBody, InsuranceCompanyInvoiceUpdateBody, InsuranceCompanyUpdateBody, InsuranceProjectPriceCreateBody, InsuranceProjectPriceUpdateBody, 保险公司及险种价格管理 API(保险公司 + 开票信息 + 险种价格), 小程序菜单:当前用户在「移动端菜单」树下有权限的入口。 (+430 more)

Community 5 - "Community 5"

Cohesion: 0.05 Nodes (400): CellSampleTypeCreateBody, CellSampleTypeUpdateBody, CollectionRegionCreateBody, CollectionRegionUpdateBody, CustomerCreateBody, CustomerUpdateBody, HospitalCreateBody, HospitalUpdateBody (+392 more)

Community 6 - "Community 6"

Cohesion: 0.02 Nodes (357): AttachmentDownloadUrlBody, DeptCreateBody, DeptUpdateBody, DictDataCreateBody, DictDataUpdateBody, DictTypeCreateBody, DictTypeUpdateBody, ExpressCompanyCreateBody (+349 more)

Community 7 - "Community 7"

Cohesion: 0.02 Nodes (262): 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() (+254 more)

Community 8 - "Community 8"

Cohesion: 0.02 Nodes (224): api_save_application(), format_date(), join_equipment_ids(), parse_equipment_ids(), 工艺/步骤设备多选:逗号分隔 ID 与名称快照解析, 校验设备列表,返回 (equipment_ids 逗号串, equipment_name 逗号串快照)。, resolve_equipment_list_snapshot(), auto_generate_schedules() (+216 more)

Community 9 - "Community 9"

Cohesion: 0.02 Nodes (127): _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 (+119 more)

Community 10 - "Community 10"

Cohesion: 0.03 Nodes (155): _save_sample_payments(), 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。 (+147 more)

Community 11 - "Community 11"

Cohesion: 0.03 Nodes (156): AccessLogCreateBody, AccessLogUpdateBody, CleanRoomCreateBody, CleanRoomUpdateBody, create_access_log(), create_storage_slot(), create_uv_disinfect_log(), delete_access_log() (+148 more)

Community 12 - "Community 12"

Cohesion: 0.02 Nodes (134): _register_attachment_routes(), _register_freight_routes(), _register_payment_routes(), _register_presign_routes(), _register_protocol_routes(), _register_sample_routes(), mp_bind_status(), 小程序鉴权:微信登录 / 绑定 openid。 (+126 more)

Community 13 - "Community 13"

Cohesion: 0.03 Nodes (114): api_detail(), api_get_outbound_handover(), api_list(), api_save_outbound_handover(), _get_tenant_no(), ProductItemBody, UpdateQcStatusBody, UpdateScheduleBody (+106 more)

Community 14 - "Community 14"

Cohesion: 0.04 Nodes (97): get_customer_service_dict(), _get_tenant_no(), _get_current_user_id(), get_sample_insurance(), get_sample_storage_cert(), _get_tenant_no(), put_sample_insurance(), put_sample_storage_cert() (+89 more)

Community 15 - "Community 15"

Cohesion: 0.08 Nodes (62): apply_freight_on_protocol_save(), create_freight(), _enrich_items_maps(), _fmt_dt(), freight_map_for_samples(), _generate_freight_no(), get_freight(), get_freight_detail() (+54 more)

Community 16 - "Community 16"

Cohesion: 0.09 Nodes (30): get_designer_data(), list_results_by_task(), _list_saved_results_by_task(), list_saved_results_by_task_ids(), _merge_saved_into_template(), _resolve_task_item_ref(), _row_to_dict(), save_results_for_task() (+22 more)

Community 17 - "Community 17"

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 18 - "Community 18"

Cohesion: 0.19 Nodes (27): _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() (+19 more)

Community 19 - "Community 19"

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 20 - "Community 20"

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 21 - "Community 21"

Cohesion: 0.25 Nodes (15): create_protocol_refund_record(), delete_protocol_refund_record(), _get_current_user_id(), _get_tenant_no(), list_protocol_refund_records(), _protocol_accessible(), update_protocol_refund_record(), create_refund_record() (+7 more)

Community 22 - "Community 22"

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 23 - "Community 23"

Cohesion: 0.26 Nodes (14): apply_leave_kit_hours(), calc_leave_hours(), _extract_rules(), _kit_child_fields(), _overlap_minutes_on_day(), _parse_dt(), _parse_hm(), 请假套件:双段工时重叠小时(与前端 oa-leave-hours.ts 对齐) (+6 more)

Community 24 - "Community 24"

Cohesion: 0.27 Nodes (12): _field_label(), _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() (+4 more)

Community 25 - "Community 25"

Cohesion: 0.29 Nodes (11): get_detail(), _load_sample_context(), _row_to_dict(), upsert(), dumps_payload(), empty_detail(), loads_payload(), normalize_payload() (+3 more)

Community 26 - "Community 26"

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 27 - "Community 27"

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 28 - "Community 28"

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 29 - "Community 29"

Cohesion: 0.29 Nodes (2): BaseModel, SoftDeleteModel

Community 30 - "Community 30"

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 31 - "Community 31"

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 32 - "Community 32"

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 33 - "Community 33"

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 34 - "Community 34"

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 35 - "Community 35"

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 36 - "Community 36"

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 39 - "Community 39"

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

Community 40 - "Community 40"

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

Community 41 - "Community 41"

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

Community 42 - "Community 42"

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

Community 43 - "Community 43"

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

Community 44 - "Community 44"

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

Knowledge Gaps

  • 212 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), 严格判断当前租户用户是否拥有指定移动市场权限码。, 为移动市场 API 提供租户化、精确匹配的菜单权限依赖。 (+207 more) These have ≤1 connection - possible missing edges or undocumented components.
  • Thin community Community 29 (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 32 (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 33 (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 34 (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 35 (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 36 (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 39 (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 40 (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 41 (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 42 (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 43 (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 44 (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 10, Community 11, Community 12, Community 13, Community 16, Community 26? High betweenness centrality (0.102) - this node is a cross-community bridge.
  • Why does success_response() connect Community 0 to Community 2, Community 3, Community 8, Community 11, Community 12, Community 13, Community 14, Community 16, Community 21? High betweenness centrality (0.038) - this node is a cross-community bridge.
  • Why does OaEngineError connect Community 6 to Community 0, Community 1, Community 2, Community 5? High betweenness centrality (0.032) - this node is a cross-community bridge.
  • Are the 1118 inferred relationships involving str (e.g. with unhandled_exception_handler() and get_current_user_by_token()) actually correct? str has 1118 INFERRED edges - model-reasoned connections that need verification.
  • Are the 824 inferred relationships involving success_response() (e.g. with list_storage_release_reviews() and get_storage_release_review_detail()) actually correct? success_response() has 824 INFERRED edges - model-reasoned connections that need verification.
  • Are the 693 inferred relationships involving error_response() (e.g. with _json_error_response() and list_storage_release_reviews()) actually correct? error_response() has 693 INFERRED edges - model-reasoned connections that need verification.
  • Are the 692 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 692 INFERRED edges - model-reasoned connections that need verification.