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zkxw/backend/graphify-out/GRAPH_REPORT.md
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2026-09-18 14:06:20 +08:00

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Graph Report - app (2026-09-18)

Corpus Check

  • Large corpus: 265 files · ~319,283 words. Semantic extraction will be expensive (many Claude tokens). Consider running on a subfolder, or use --no-semantic to run AST-only.

Summary

  • 5508 nodes · 30303 edges · 40 communities detected
  • Extraction: 31% EXTRACTED · 69% INFERRED · 0% AMBIGUOUS · INFERRED: 20768 edges (avg confidence: 0.6)
  • Token cost: 0 input · 0 output

Community Hubs (Navigation)

God Nodes (most connected - your core abstractions)

  1. success_response() - 770 edges
  2. error_response() - 639 edges
  3. SysUser - 612 edges
  4. BizQcTaskResult - 354 edges
  5. BizProductionMaterial - 338 edges
  6. BizProductionMaterialUsage - 331 edges
  7. BizQcMaterialUsage - 329 edges
  8. BizQcMaterial - 319 edges
  9. BizProductionMaterialStockBatch - 318 edges
  10. BizMaterialUsage - 315 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
  • sync_lab_storage_seq_after_use() --calls--> generate_uuid() [INFERRED] crud/sample_reception_lab_code.py → core/utils.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 (1019): attachment_download_url(), create_dept(), create_dict_data(), create_dict_type(), create_express_company(), create_item_unit(), create_menu(), create_post() (+1011 more)

Community 1 - "Community 1"

Cohesion: 0.01 Nodes (821): _ensure_customer_for_mother(), generate_uuid(), 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() (+813 more)

Community 2 - "Community 2"

Cohesion: 0.01 Nodes (621): AttachmentDownloadUrlBody, DeptCreateBody, DeptUpdateBody, DictDataCreateBody, DictDataUpdateBody, DictTypeCreateBody, DictTypeUpdateBody, ExpressCompanyCreateBody (+613 more)

Community 3 - "Community 3"

Cohesion: 0.07 Nodes (451): 保险公司及险种价格管理 API(保险公司 + 开票信息 + 险种价格), 审批意见:前端传 commentText,兼容 comment。, TaskActionBody, Base, 采集协议单 / 审核 / 缴费明细 CRUD(细胞存储 2.2.6~2.2.10), 返回已在采集协议单或科研捐赠单样本表中占用的样本编码集合(同租户、未删除)。, 创建/更新样本行前校验:样本编码不得已被任一业务单占用(转移配对单豁免)。, 缴费明细行 → 前端字典(含协议、客户、转账附件)。 (+443 more)

Community 4 - "Community 4"

Cohesion: 0.01 Nodes (302): _normalize_date_bound(), _persist_protocol_sub_resources(), _body_to_payload(), _get_current_user_id(), get_production_reception_by_sample_code(), get_production_reception_detail(), _get_tenant_no(), post_production_reception() (+294 more)

Community 5 - "Community 5"

Cohesion: 0.07 Nodes (323): 细胞存储 — 采集协议单 / 审核 / 财务确认 / 分期预警 API, 持久化协议子资源。 缴费(含明细校验)须在样本之前:明细校验失败时不得已占用样本编码。 各子表 CRUD 内部仍可能分段 commit,创建接, 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., BatchStockInBody, BatchStockInItem, BatchStockOutBody, BatchStockOutItem (+315 more)

Community 6 - "Community 6"

Cohesion: 0.02 Nodes (296): list_ethnics_for_select(), AccessLogCreateBody, AccessLogUpdateBody, CleanRoomCreateBody, CleanRoomUpdateBody, create_access_log(), create_uv_disinfect_log(), delete_access_log() (+288 more)

Community 7 - "Community 7"

Cohesion: 0.02 Nodes (249): 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() (+241 more)

Community 8 - "Community 8"

Cohesion: 0.02 Nodes (235): 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。, _app_to_dict(), _copied_app_name(), copy_app(), create_app(), _create_version() (+227 more)

Community 9 - "Community 9"

Cohesion: 0.02 Nodes (140): get_designer_data(), _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 (+132 more)

Community 10 - "Community 10"

Cohesion: 0.02 Nodes (142): 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() (+134 more)

Community 11 - "Community 11"

Cohesion: 0.03 Nodes (152): _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(), create_cell_product() (+144 more)

Community 12 - "Community 12"

Cohesion: 0.04 Nodes (102): _fmt_dt(), get_handover_by_schedule(), get_outbound_handover(), get_outbound_handover_view(), _handover_row_to_dict(), _handover_view_dict(), _parse_handover_time(), 供输注计划 detail 聚合的交接只读信息。 (+94 more)

Community 13 - "Community 13"

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 14 - "Community 14"

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 15 - "Community 15"

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 16 - "Community 16"

Cohesion: 0.14 Nodes (22): 验证密码(哈希非 bcrypt 或损坏时返回 False,避免抛错), verify_password(), _attach_user_relations(), change_password(), create_user(), _empty_user_relation_fields(), enrich_user_dicts_with_relations(), get_user() (+14 more)

Community 17 - "Community 17"

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 18 - "Community 18"

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 19 - "Community 19"

Cohesion: 0.25 Nodes (15): _build_rest_day_segments(), _build_workday_windows(), calc_overtime_hours(), _day_at_minutes(), _day_start_ms(), _format_ymd(), _intersect_interval(), _interval_minutes() (+7 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: 0.31 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 23 - "Community 23"

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 24 - "Community 24"

Cohesion: 0.33 Nodes (8): _build_tree(), _cascade_soft_delete(), get_menu(), list_menus(), list_menus_tree(), _row_to_dict(), soft_delete_menu(), update_menu()

Community 25 - "Community 25"

Cohesion: 0.29 Nodes (2): BaseModel, SoftDeleteModel

Community 26 - "Community 26"

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 27 - "Community 27"

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 28 - "Community 28"

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

Community 29 - "Community 29"

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 30 - "Community 30"

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 31 - "Community 31"

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 32 - "Community 32"

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 33 - "Community 33"

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 36 - "Community 36"

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

Community 37 - "Community 37"

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

Community 38 - "Community 38"

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

Community 39 - "Community 39"

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

Community 40 - "Community 40"

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

Community 41 - "Community 41"

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

Knowledge Gaps

  • 184 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。 (+179 more) These have ≤1 connection - possible missing edges or undocumented components.
  • Thin community Community 25 (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 29 (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 30 (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 31 (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 32 (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 33 (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 36 (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 37 (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 38 (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 39 (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 40 (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 41 (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 5, Community 6, Community 8, Community 9, Community 10, Community 12, Community 16, Community 20, Community 21? High betweenness centrality (0.109) - this node is a cross-community bridge.
  • Why does success_response() connect Community 0 to Community 2, Community 4, Community 6, Community 9, Community 10? High betweenness centrality (0.039) - this node is a cross-community bridge.
  • Why does OaEngineError connect Community 8 to Community 1, Community 2, Community 3? High betweenness centrality (0.033) - this node is a cross-community bridge.
  • Are the 930 inferred relationships involving str (e.g. with unhandled_exception_handler() and get_current_user_by_token()) actually correct? str has 930 INFERRED edges - model-reasoned connections that need verification.
  • Are the 769 inferred relationships involving success_response() (e.g. with list_storage_release_reviews() and get_storage_release_review_detail()) actually correct? success_response() has 769 INFERRED edges - model-reasoned connections that need verification.
  • Are the 638 inferred relationships involving error_response() (e.g. with _json_error_response() and list_storage_release_reviews()) actually correct? error_response() has 638 INFERRED edges - model-reasoned connections that need verification.
  • Are the 610 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 610 INFERRED edges - model-reasoned connections that need verification.