diff --git a/CLAUDE.md b/CLAUDE.md index 5da80b22..58dc8134 100644 --- a/CLAUDE.md +++ b/CLAUDE.md @@ -4,6 +4,69 @@ - 文件系统即数据库；server 与 orchestrator 解耦，通过文件系统传递状态 - 多节点通过共享文件系统协同，每个节点只写自己的 `nodes//` +## 数据一致性：单一数据源（Single Source of Truth） + +**文件系统即数据库**这一选择的代价是：失去数据库内置的一致性约束。任何"同一份事实"被存到多个文件，都会在并发/重启/部分写入下漂移，最终表现为难以排查的功能 bug。下列原则**强制执行**： + +### 原则 + +1. **每份事实有且只有一个权威文件**（source of truth）。其他文件需要这份信息时，要么从权威源读取后派生（运行时计算），要么显式声明为"不可回读的历史快照"（写完只用于展示/审计，不再驱动逻辑）。 +2. **严禁双向同步**。如果 A 是权威、B 是缓存，B 只能由 A 单向派生；绝不存在"B 改了回写 A"或"A、B 互相更新"的路径。 +3. **冷重启路径必须重新走权威源**。任何在内存/进程里持有的状态（limit、pid、status）一旦进程退出就丢失；重启时只能从权威文件读，不能从 requirements.json / form 副本读"为了方便"。 +4. **新增字段时先问"谁是权威"**。不要图省事把值复制到第二个文件——短期的省事会变成长期的 bug 工厂。 +5. **历史快照必须标注**。某文件如果只是建任务时的表单记录（之后不再驱动运行时），必须在 schema 注释里写明："historical record, runtime reads from "。 + +### 已确立的权威源（参考） + +| 数据 | 权威源 | 历史快照 / 派生 | +|---|---|---| +| 预算阈值 | `token_budget.json::config.max_cost_usd` | `requirements.json::token_budget_max_cost_usd`（建任务时表单值，运行时不再读） | +| 预算累计 | `token_budget.json::totals` | `timeline.jsonl` 的 `token_usage` 事件（展示用，从权威派生） | +| 运行时状态 | `run.json`（phase / iteration / **finished / final_status**） | `registry.json`（**仅身份**：id/type/label/state_dir/workspace_dir/created_at/launcher。**绝不**缓存进程状态） | +| 任务规格 | `requirements.json`（task_type / form / label / created_at） | `registry.json::type/label`（缓存）；run.json 不再存 task_type | +| 进程存活 | OS 进程表（`/proc/`）+ `orchestrator.pid`（pid / started_at / finished_at / exit_hint） | `runtime.json::tasks.`（仅 WebUI session 用 boot_id 标记归属，不作为状态查询源）；**registry.json 不存进程状态** | +| 进程死亡清理 | `launcher._reap_dead_pid_file()`（单一 reap 路径） | reconcile / liveness / kill 都**调它**，禁止另写 `_write_pid_file_finished` 这种只更新部分文件的简化版 | +| Worker 身份 + GPU 拓扑 | `cluster/workers/.json` | WebUI `/api/cluster/workers` 响应（运行时派生，**不缓存到任何其他文件**） | +| Worker 心跳 | `cluster/workers/.heartbeat` 的 mtime | `.alive` 派生量（`is_stale_heartbeat()` 读取）；**永不重写 JSON 来更新心跳** | +| GPU slot 持有者 | `cluster/scoreboard//gpu-.claim`（link 后不可变） | `.meta.json`（lease_until 可改；renew_lease 写这里） | +| 远程 Job spec | `cluster/inbox///job.json` | WebUI `/api/cluster/jobs` 响应（派生） | +| 远程 Job 结果 | `cluster/replies//.result.json` | timeline.jsonl 的 `worker_failure` 事件（派生，展示用） | +| 远程 Job 日志 | `cluster/inbox///{stdout,stderr}.log` | 唯一权威，无派生 | +| Slot 强制释放 | `scoreboard.force_release()`（**单一 reap 路径**，与 cluster reaper 共享） | WebUI `/api/cluster/scoreboard/force-release` 调它；mqueue `reap_orphaned_submissions` 调它；scoreboard `reap_expired_claims` 调它。**禁止另写简化版 reaper** | + +### 已知反模式（**禁止**） + +- **双写**：同一字段被两个文件各持一份，且都被运行时读取 → 必然漂移。 + - 已修复的例子：`requirements.json::token_budget_max_cost_usd` 和 `token_budget.json::config.max_cost_usd` 曾经都被读，导致 WebUI 调整预算后冷重启失效（commit 待补）。 + - 已修复的例子：`task_type` 曾经同时存在 requirements.json / run.json / registry.json，已从 run.json 移除（orchestrator 加载时 load_run 过滤未知字段，兼容旧文件）。 + - 已修复的例子：`created_at` 曾经同时存在 registry.json / run.json，已从 run.json 移除（registry.json::created_at 是唯一权威源）。 + - 已修复的例子：进程状态 (pid / started_at / finished_at) 曾经**三处存储** —— `orchestrator.pid` / `runtime.json::tasks.` / `registry.json::tasks[]`。registry 那份名义上是"派生缓存",实际**没有任何派生函数**,reconcile / _reap_dead_pid_file / kill 各自选择性同步;`tasks.update_task` 里 `if v is None: continue` 还静默吞掉了 `pid=None` 的清除语义,导致死任务的 registry 永远显示 stale pid,liveness 用它做 pre-filter 时直接走错路。已**从 registry 移除 pid/started_at/finished_at 字段**,所有进程状态查询只走 `launcher.status()` 读 `orchestrator.pid`;旧 registry.json 通过 `_strip_legacy` 兼容。 +- **多条 reap 路径效果不一致**：reconcile 原来用自己的 `_write_pid_file_finished`(只碰 orchestrator.pid),而 liveness 用 `launcher._reap_dead_pid_file`(还会刷 run.json + 写 timeline)。两条路径 → 同样的死亡事件,UI 拿到的信号不一致。**任何"清理死亡任务"的代码都必须调 `launcher._reap_dead_pid_file`**,禁止另写简化版。 +- **构造函数参数压过文件**：构造函数从 A 文件读值传入，`_load()` 看到"非 None"就跳过 B 文件——这等价于把 A 钉死为权威。正确做法是构造函数只传"env override"，文件值由 `_load()` 单独决定。 +- **多 task 包复制同一份解析逻辑**：每个 task orchestrator 自己实现一遍 cascade → 修一个 bug 要改 N 处。共享逻辑下沉到 `metainfer/orchestrator/` 公共层。 +- **字段别名 + 多 reader 各写一份 fallback 链**：例如 requirements.json 曾经既支持扁平 `target_model` 又支持嵌套 `answers.target_model` / `form.target_model`，每个 reader 自己写 `req.get("x") or (req.get("answers") or {}).get("x")` —— 12+ 处复制，每处 null 处理略有不同。已加 `metainfer.orchestrator.requirements.req_field()` 统一读取，所有 task 包的读取都应走这个 helper。 +- **跨主机 flock**：NFS 上 `fcntl.flock` 语义不可靠，多个主机可能同时拿到同一把锁。cluster 模块**必须**用 `os.link`-based claim（`fs_primitives.link_claim`），禁止用 flock 跨节点互斥。 +- **写第二个 reaper**：cluster 已有 `scoreboard.force_release` 作为**单一 reap 路径**（镜像 `launcher._reap_dead_pid_file` 不变量）。WebUI force-kill / mqueue `reap_orphaned_submissions` / scoreboard `reap_expired_claims` 全部**必须**调它。禁止写只 unlink claim 文件不写 cancel.marker、或不调 `force_release` 的简化版"清理函数"。 +- **重写 heartbeat JSON**：worker 心跳只通过 `touch_heartbeat()` 更新 `cluster/workers/.heartbeat` 文件的 **mtime**。重写 `workers/.json` 来"更新心跳"会破坏 SSOT（JSON 是身份+拓扑的权威源，应在 cold start 时一次性写）。 +- **claim 文件 link 后改动**：`gpu-.claim` 通过 `os.link` 创建后**不可变**。续约写到 sibling `.meta.json`（flock 内 atomic rewrite），reaper 优先读 meta.json 的 lease_until。直接 unlink+relink claim 来"续约"会丢失 secret 校验，破坏租约安全。 +- **Worker 持有 LeaseToken**：租约属 orchestrator（它在 `RemoteJob.__exit__` 里 release）。worker 只负责跑 job + 写 result，**永远不**调用 `release_gpus`。否则 worker 进程崩溃时 slot 不会被 orchestrator 的 finally 释放。 + +### requirements.json 扁平化规约 + +WebUI 的 `create_task` 把表单 answers **扁平展开**到顶层（`{"task_id":..., "target_model":..., "max_iterations":"50", ...}`），没有 `answers` 或 `form` 子键。 + +- **写**：只写扁平。新代码不要在 requirements.json 里塞 `answers` / `form` 子字典。 +- **读**：用 `metainfer.orchestrator.requirements.req_field(req, key)` / `req_field_int` / `req_field_float`。helper 内部保留对历史嵌套形式的兼容（旧文件、test fixture），但 production 路径只走扁平。 +- **新加字段**：在 task 的 `form.yaml` 里声明 → WebUI 自动写入扁平顶层 → reader 用 `req_field` 读。不需要改 requirements.json 的 schema 文档。 + +### Code review 检查清单 + +提交前自问： +- [ ] 我新增/修改的字段，是否已经有别的文件存了？如果是，谁是权威？ +- [ ] 我的代码读这个字段时，读的是权威源，还是某个缓存？ +- [ ] 冷重启后，我的逻辑还能拿到正确值吗？（写一个测试覆盖 restart 场景） +- [ ] 我有没有把"派生量"当"权威量"写到磁盘？（派生量应每次计算，不持久化） + ## 运行时目录结构 每个 task 占用 **两个并列子树**，挂在 `$METAINFER_ROOT/nodes//` 下： @@ -70,6 +133,29 @@ $METAINFER_ROOT/ (默认 ) - task plugin → `/api/{type}/{task_id}` - 前端静态资源 → `/static/plugins/{type}/` +### Form Widget Registry + +新建任务类型时如果需要 form.yaml 内建 widget（text/textarea/number/select/multiselect/radio/file）以外的输入控件，**不要改 sys_shell**。改用自己的 widget： + +1. 把 widget 组件写到 `tasks//static/components/.js`，导出一个 Preact 组件，props 至少支持 `{ field, value, onChange, onInput, error }`（你的组件按需 destructure）。 +2. 写一个 `tasks//static/form-overrides.js`，在其中调用： + ```js + import { registerFormWidget } from "app/form-registry"; + import { MyWidget } from "./components/my-widget.js"; + registerFormWidget("my-widget", MyWidget); + ``` +3. 在 `WebPlugin.importmap_entries` 里登记一个 `app/form-overrides/` 键指向该文件： + ```python + _IMPORTMAP_ENTRIES = { + "app/form-overrides/": f"{_STATIC_PREFIX}/form-overrides.js?v=CACHE_BUST", + } + ``` +4. 在 `form.yaml` 里通过 `override_component: my-widget` 引用。 + +加载顺序：`main.js` 先 eagerly import `app/form-builtin-registrations`（注册并 lock 内建 widget），再 `await loadAllPluginOverrides()` 扫描 importmap 里所有 `app/form-overrides/*` 键动态 import。Last-wins：同名 widget 后注册者覆盖先注册者。被 lock 的内建名需要 `{force: true}` 才能覆盖。 + +**单源原则**：form widget 的"权威注册表"在浏览器运行时的 form-registry.js 中，sys_shell 没有任何 widget 代码硬编码在 form-renderer.js 里——后者只是个 dispatcher。新增/修改 widget 只动 `/static/`，其他 task 包零改动。 + ### 验证 ```bash diff --git a/README.md b/README.md index ad196ff9..68366e8d 100644 --- a/README.md +++ b/README.md @@ -30,9 +30,13 @@

- - Star History - + + + + + Star History Chart + +

--- @@ -75,6 +79,14 @@ ## Quick start +### Step 1: Install ccb (MetaInfer currently uses the open-source Claude Code CLI; other coding agents are not yet supported — contributions welcome) + +Open-source ccb repository: https://github.com/claude-code-best/claude-code +``` +npm i -g claude-code-best +``` + +### Step 2: Install MetaInfer ```bash git clone https://github.com/MetaInfer/MetaInfer.git cd MetaInfer @@ -83,7 +95,7 @@ pip install -r requirements.txt ``` Open [http://127.0.0.1:8765](http://127.0.0.1:8765), click **+ New Task**, -pick a task type, describe your requirements, and the LLM gets to work. +pick a task type, fill in your requirements, and the LLM gets to work. ```bash # Other ways to start @@ -92,9 +104,69 @@ METAINFER_PORT=9000 ./serve.py python -m metainfer.server.app ``` +## Multi-node setup (optional) + +The Quick Start above runs everything on one node. To run GPU workloads on +remote worker nodes (multi-task GPU isolation, cross-node PP2/TP debugging), +start a worker daemon on each GPU machine: + +```bash +# On each worker node (must share the same NFS mount as the orchestrator): +pip install -r requirements.txt # same deps as the orchestrator +npm i -g claude-code-best # ccb needed for agent-type jobs + +# Pick a stable node id (defaults to $METAINFER_NODE_ID or hostname) +METAINFER_ROOT=/shared/metainfer \ +METAINFER_NODE_ID=gpu-worker-1 \ +python -m metainfer.worker --ip 10.0.0.5 +``` + +The worker registers itself in `cluster/workers/.json` and starts +polling `cluster/inbox//` for jobs. It touches +`cluster/workers/.heartbeat` every 15s — orchestrators and the +WebUI consider it dead if the heartbeat goes >60s stale. + +From the WebUI's **Cluster** tab you can see registered workers, GPU +scoreboard (free/held per slot), and force-release any stuck slot. Tasks +that accept a `worker_nodes` form field (e.g. `evolve_kernel`, +`port_model`) will route GPU work to the listed workers when set. + +Admin CLI: + +```bash +metainfer-cluster workers ls # list workers + alive status +metainfer-cluster scoreboard show # show GPU claims across all workers +metainfer-cluster tail stdout gpu-worker-1 # read a job's stdout +``` + +See `docs/multi-node-architecture.md` for the NFS-safe claim algorithm, +lease/reaper rules, and the single-reap-path invariant, and +`docs/agent-sdk-guide.md` for the SDK cookbook. + ## License MIT +## Academic Research + +The initial ideas and experimental data of MetaInfer are publicly available +at https://arxiv.org/abs/2607.12875. The related code is on the `arxiv-paper` branch. + +Citation: + +``` +@misc{miao2026metainferknowledgellminference, + title={MetaInfer: A Knowledge Only LLM Inference Engine Generator SKILL Toolbox}, + author={Zhenwen Miao and Honglin Wang and Mingheng Mi}, + year={2026}, + eprint={2607.12875}, + archivePrefix={arXiv}, + primaryClass={cs.MA}, + url={https://arxiv.org/abs/2607.12875}, +} +``` + +## Contributing + See [CONTRIBUTING.md](CONTRIBUTING.md) for architecture details, design principles, and how to add new task types. diff --git a/README_CN.md b/README_CN.md index 55648cd0..7654c80a 100644 --- a/README_CN.md +++ b/README_CN.md @@ -30,9 +30,13 @@

- - Star History - + + + + + Star History Chart + +

--- @@ -75,6 +79,14 @@ ## 快速开始 +### 第一步，安装ccb。（本项目目前使开源的claude code版本，暂不支持其他coding agent，欢迎贡献代码以支持更多coding agent） + +开源ccb项目地址：https://github.com/claude-code-best/claude-code +``` +npm i -g claude-code-best +``` + +### 第二步，安装MetaInfer ```bash git clone https://github.com/MetaInfer/MetaInfer.git cd MetaInfer @@ -92,8 +104,65 @@ METAINFER_PORT=9000 ./serve.py python -m metainfer.server.app ``` +## 多节点部署（可选） + +上面的"快速开始"把所有工作放在同一台机器上。如果要把 GPU 任务派发到远端 +worker 节点（用于多任务 GPU 隔离 / 跨节点 PP2/TP 调试），在每台 GPU 机器 +上启动 worker daemon： + +```bash +# 在每个 worker 节点（必须与编排器共享同一个 NFS 挂载）： +pip install -r requirements.txt # 与编排器相同的依赖 +npm i -g claude-code-best # agent 类 job 需要 ccb + +# 选一个稳定的 node id（缺省取 $METAINFER_NODE_ID 或 hostname） +METAINFER_ROOT=/shared/metainfer \ +METAINFER_NODE_ID=gpu-worker-1 \ +python -m metainfer.worker --ip 10.0.0.5 +``` + +worker 启动后会把自己写入 `cluster/workers/.json`，并轮询 +`cluster/inbox//` 等待任务。它每 15 秒 touch 一次 +`cluster/workers/.heartbeat`；编排器和 WebUI 发现心跳超过 60 秒 +未更新就视作 worker 离线。 + +在 WebUI 的 **Cluster** 标签页可以查看已注册 worker、GPU scoreboard +（每个 slot 是 free/held）以及 force-release 卡住的 slot。支持 +`worker_nodes` 字段的任务（如 `evolve_kernel`、`port_model`）在表单里 +填写 worker 后会自动把 GPU 工作派发到指定节点。 + +管理 CLI： + +```bash +metainfer-cluster workers ls # 列出 worker + alive 状态 +metainfer-cluster scoreboard show # 显示所有 worker 上的 GPU claim +metainfer-cluster tail stdout gpu-worker-1 # 读取某 job 的 stdout +``` + +架构细节（NFS-safe 原子 claim、租约/reaper 规则、单 reap 路径不变量） +见 `docs/multi-node-architecture.md`；agent-facing SDK 食谱见 +`docs/agent-sdk-guide.md`。 + ## License MIT +## 学术研究 + +MetaInfer的最初想法和实验数据已经公开在https://arxiv.org/abs/2607.12875，相关代码位于`arxiv-paper`分支。 + +引用信息： +``` +@misc{miao2026metainferknowledgellminference, + title={MetaInfer: A Knowledge Only LLM Inference Engine Generator SKILL Toolbox}, + author={Zhenwen Miao and Honglin Wang and Mingheng Mi}, + year={2026}, + eprint={2607.12875}, + archivePrefix={arXiv}, + primaryClass={cs.MA}, + url={https://arxiv.org/abs/2607.12875}, +} +``` + +## 如何贡献 架构细节、设计理念和新任务类型添加方法见 [CONTRIBUTING.md](CONTRIBUTING.md)。 diff --git a/docs/agent-sdk-guide.md b/docs/agent-sdk-guide.md new file mode 100644 index 00000000..4f62e0c2 --- /dev/null +++ b/docs/agent-sdk-guide.md @@ -0,0 +1,215 @@ +# MetaInfer Cluster SDK — Agent Guide + +This is the **agent-facing** cookbook for the cluster SDK. If you're an +agent working inside `evolve_kernel` or `port_model` and need to run +something on a remote GPU worker, this is your manual. + +## TL;DR — when to use what + +| Scenario | Use | +|---|---| +| Run a Python script / shell command on a worker GPU | `submit_script` | +| Spawn a claude-code sub-agent on a worker GPU | `submit_agent` | +| Launch a TP/PP2 distributed inference across 2 workers | `submit_pp2_ranks` | +| Read live stdout/stderr from a submitted job | `tail_stdout` / `tail_stderr` | + +All SDK functions live in `metainfer.cluster.sdk`. + +--- + +## 1. submit_script — run a shell command on a worker + +```python +from metainfer.cluster.sdk import submit_script + +job_id, result = submit_script( + worker_node_id="gpu-node-2", + script_body="nvidia-smi && python my_benchmark.py\n", + gpu_slots=[("gpu-node-2", 0)], # claim GPU 0 exclusively + timeout_s=600.0, # wall-clock budget for the run + env={"CUDA_VISIBLE_DEVICES": "0", "MY_FLAG": "1"}, +) +# Blocks until worker finishes or timeout. +# result.status ∈ {"done", "failed", "timeout", "cancelled", "worker_dead"} +# result.exit_code is the subprocess exit code (0 = success). +``` + +**Key rules:** +- `gpu_slots` is `[(node_id, gpu_idx), ...]`. Omit it only for CPU-only work. +- Script body is multi-line shell — the worker runs it via `bash`. +- The slot is auto-released in `finally`, even on exceptions. +- Assume `script_body` runs in worker's `$METAINFER_ROOT` (shared NFS). + +--- + +## 2. submit_agent — spawn a claude-code sub-agent + +```python +from metainfer.cluster.sdk import submit_agent + +job_id, result = submit_agent( + worker_node_id="gpu-node-2", + prompt_body="""You are a kernel-debugging agent. Read /shared/log.txt, +diagnose the failure, and write a fixed kernel to /shared/fixed.py.""", + gpu_slots=[("gpu-node-2", 0)], + timeout_s=3600.0, +) +``` + +The worker node **must** have `ccb` installed and on `$PATH`. + +--- + +## 3. submit_pp2_ranks — distributed inference across two workers + +For PP2 / TP-style 2-rank launches where rank0 runs on worker A and +rank1 runs on worker B. The SDK pre-allocates one GPU per worker and +injects the standard `torch.distributed` rendezvous env vars; your +script just needs to honor them. + +```python +from metainfer.cluster.sdk import submit_pp2_ranks, PP2RankSpec + +results = submit_pp2_ranks( + rank_a=PP2RankSpec( + worker_node_id="gpu-A", + gpu_idx=0, + command="cd /shared/target_fw && python -m launcher --rank 0\n", + ), + rank_b=PP2RankSpec( + worker_node_id="gpu-B", + gpu_idx=0, + command="cd /shared/target_fw && python -m launcher --rank 1\n", + ), + timeout_s=1800.0, +) +# results is {rank_index: JobResult}. Check each .status / .exit_code. +``` + +Injected env (per rank): +- `RANK` = 0 or 1 +- `WORLD_SIZE` = 2 +- `LOCAL_RANK` = 0 (each worker has 1 proc) +- `NODE_RANK` = 0 or 1 +- `NNODES` = 2 +- `NPROC_PER_NODE` = 1 +- `MASTER_ADDR` = worker A's IP +- `MASTER_PORT` = free port on worker A (chosen by SDK) + +**Important:** your launcher script **must** retry the rendezvous (NCCL +init can fail if rank1 connects before rank0 listens). Wrap with a 30s +retry loop. See `docs/multi-node-architecture.md` §"PP2 启动". + +--- + +## 4. tail_stdout / tail_stderr — read streaming logs + +```python +from metainfer.cluster.sdk import tail_stdout + +chunk = tail_stdout(job_id, worker_node_id="gpu-node-2", offset=0) +# Returns bytes. Pass offset = len(previous_read) for incremental tailing. +``` + +Logs accumulate into `inbox///stdout.log` as the worker's +subprocess writes. Safe to call repeatedly. + +--- + +## 5. Error handling patterns + +### Pattern A: treat worker failure as task failure + +```python +job_id, result = submit_script(...) +if result is None or result.status != "done": + # Worker died / timed out / cancelled. Surface as failure. + return Outcome.FAIL, f"worker status={result.status if result else 'unknown'}" +``` + +### Pattern B: distinguish kernel bug from worker infra bug + +```python +if result.status == "worker_dead": + # Worker crashed (hardware / OOM kill / daemon died). Not our bug. + emit_worker_failure_event(worker_node, job_id) + return Outcome.INFRA_FAIL +elif result.status == "timeout": + # Kernel hung. Could be our bug or just slow. + return Outcome.TEST_FAIL +elif result.exit_code != 0: + # Our script crashed — almost always a kernel/framework bug. + return Outcome.TEST_FAIL +``` + +### Pattern C: don't auto-requeue + +The SDK does **not** auto-retry failed jobs. If you want a retry, decide +at the application layer (e.g., emit a timeline event and let the +orchestrator's pipeline decide). + +--- + +## 6. What the agent should NOT do + +- ❌ Touch `cluster/scoreboard/<...>/*.claim` directly. Always go through + `acquire_gpus` / `release_gpus` / `submit_*`. +- ❌ Write into `cluster/inbox///job.json` manually. Use + `submit_job` / `submit_script`. +- ❌ Kill the worker's subprocess yourself. Submit a `cancel.marker` + via the WebUI `/api/cluster/scoreboard/force-release` endpoint or just + let the timeout fire. +- ❌ Poll `read_result` in a hot loop. Use `submit_script(block=True)` — + it has an inline reaper that surfaces dead workers within ~5s. + +--- + +## 7. Status codes reference + +| `JobResult.status` | Meaning | What to do | +|---|---|---| +| `done` | Subprocess exited 0 | Parse stdout, proceed. | +| `failed` | Subprocess exited non-zero | Read stderr.log — likely our bug. | +| `timeout` | Wall-clock `timeout_s` exceeded | Kernel / framework hung. | +| `cancelled` | Admin force-kill via WebUI | Surface as user-interrupted. | +| `worker_dead` | Worker heartbeat went stale | Infra issue — re-queue or surface. | + +--- + +## 8. Cookbook — evolve_kernel perf phase + +The evolve_kernel pipeline already does this (see +`metainfer/tasks/evolve_kernel/orchestrator/harness.py::_run_perf_test_remote`), +but here's the pattern distilled: + +```python +# Build a self-contained perf script that writes a JSON summary to stdout. +script = f""" +python3 {harness_path} {kernel_path} +""" + +job_id, result = submit_script( + worker_node_id=worker, + script_body=script, + gpu_slots=[(worker, 0)], + timeout_s=600.0, + env={"METAINFER_KERNEL_PATH": str(kernel_path)}, +) + +if result.status != "done": + return False, {"passed": False, "worker_status": result.status} + +# Parse stdout.log for the harness's JSON output. +from metainfer.cluster.sdk import tail_stdout +stdout_text = tail_stdout(job_id, worker_node_id=worker).decode("utf-8", "replace") +parsed = _extract_json(stdout_text) +``` + +--- + +## Reference + +- Architecture deep-dive: `docs/multi-node-architecture.md` +- SDK source: `metainfer/cluster/sdk.py` +- Status constants: `metainfer/cluster/queue_schema.py` +- Example integration: `metainfer/tasks/evolve_kernel/orchestrator/harness.py` diff --git a/docs/multi-node-architecture.md b/docs/multi-node-architecture.md new file mode 100644 index 00000000..1f6be558 --- /dev/null +++ b/docs/multi-node-architecture.md @@ -0,0 +1,189 @@ +# MetaInfer 多机多节点 GPU 执行层 — 架构文档 + +## 目标 + +MetaInfer 编排器原本只能在本节点跑子进程，限制了： +1. **多任务 GPU 共享冲突** — 多个内核优化任务并行 perf 时互相干扰。 +2. **大模型调试受限** — PP2/TP 大型推理框架必须跨节点才能端到端跑通。 + +本架构引入"远程提交并执行"机制：worker 进程在远端 GPU 节点运行， +orchestrator 通过共享 NFS 上的文件系统协调。 + +--- + +## 顶层文件系统布局 + +``` +$METAINFER_ROOT/ +├── nodes//... # 既有 per-node 树（不动） +└── cluster/ # NEW — 跨节点协调状态 + ├── workers/.json # SSOT: worker 身份 + GPU 拓扑 + ├── workers/.heartbeat # mtime = 心跳（永不重写 JSON） + ├── scoreboard// + │ ├── gpu-.claim # hardlink-claim = GPU slot 互斥锁 + │ └── gpu-.meta.json # 派生: holder/job/lease_until + ├── inbox/// # 提交通道 + │ ├── job.json, script.sh / prompt.txt + │ ├── stdout.log, stderr.log # worker 边跑边 append + │ ├── status.json + │ ├── claimed # link-claim marker = 消费者抢占 + │ └── cancel.marker # 取消信号（force-kill 时由 reaper 写） + └── replies//.result.json +``` + +`cluster/` 与 `nodes/` **必须**在同一 NFS 挂载上（hardlink-claim 跨文件系统无效）。 + +--- + +## 核心算法决策 + +### 1. NFS-safe 原子 claim = `os.link` + +生产者写 tmp 文件，再 `os.link(tmp, gpu-.claim)`。NFS 服务端 link 是原子的， +多个并发只有一个成功（其他 EEXIST）。 + +**禁止**使用 `fcntl.flock` 跨主机 — NFS flock 的语义不可靠。 + +参见 `metainfer/cluster/fs_primitives.py::link_claim`。 + +### 2. 死锁避免 = 全局排序 + 一次性获取 + +`acquire_gpus(slots, holder, job_id, deadline_s)`： +- 对所需 slot 集合**确定性排序**（按 (node_id, gpu_idx)） +- 逐个 `link_claim` +- **任何一个失败 → 释放本次已获取的全部 slot（rollback）→ jitter backoff → 重试** +- 直到 deadline 或全部成功 + +**死锁证明**：每个持有者在持有 slot 后**不再等待其他 slot**（要么全拿，要么 +全部释放才重试）。循环等待图无法形成。 + +参见 `metainfer/cluster/scoreboard.py::acquire_gpus`。 + +### 3. 租约 = LeaseToken (含 secret) + +`acquire_gpus` 返回 `LeaseToken(holder, slots, secret, lease_until)`。 +`release_gpus(token)` 校验 secret 与 claim 文件内容一致才 unlink。 + +- claim 文件 link 后**不可变** +- 续约（`renew_lease`）写到 sibling `.meta.json`（flock 内 atomic rewrite） +- reaper 优先读 `.meta.json` 的 `lease_until` + +参见 `metainfer/cluster/scoreboard.py::LeaseToken`。 + +### 4. 单 reap 路径不变量 + +**所有**"释放他人 slot"的代码路径**必须**走 `scoreboard.force_release`： + +- WebUI force-kill API +- mqueue 的 `reap_orphaned_submissions`（worker_dead / timeout） +- scoreboard 自己的 `reap_expired_claims` + +**禁止**写第二个简化版 reaper。镜像 CLAUDE.md `launcher._reap_dead_pid_file` +不变量。 + +### 5. 死 worker 检测 = 心跳 stale + lease 过期 + +reap 条件**两者都满足**： +- `lease_until` 已过 +- `worker..heartbeat` mtime stale（> 60s） + +只要 worker 心跳还在，lease 即使过期也不 reap（worker 可能正在续约）。 + +### 6. 消息队列消费 = `claimed` marker link + +worker `consume_next_job` 用 `link_claim(job_dir/claimed, payload)` 抢占； +失败说明别的 worker 拿了。结果 tmp + `os.replace` 到 +`replies//.result.json`。 + +参见 `metainfer/cluster/mqueue.py::consume_next_job`。 + +### 7. 流式日志 = append + mtime + +worker `Popen(stdout=open(stdout.log, "ab"), stderr=...)`；心跳循环 flush ++ `os.utime`。orchestrator / WebUI 用 `read(offset=N)` 读最新字节。 + +--- + +## Job 生命周期 + +``` +[orchestrator] [worker] + │ + ├─ acquire_gpus(slots) + ├─ submit_job(spec) ──write──→ inbox/// + │ job.json, script.sh + │ + │ ├─ consume_next_job (link claimed marker) + │ ├─ Popen(script.sh) → stdout.log, stderr.log + │ ├─ watch cancel.marker + deadline + │ │ └─ SIGTERM → 5s grace → SIGKILL + │ ├─ child exit → status.json + │ ←────── result.json ──────── write_result ───┤ + │ + ├─ read_result(job_id) + └─ release_gpus(token) [in finally] +``` + +### Status 编码 + +| status | 含义 | +|---|---| +| `pending` | 已 submit，未 consumed | +| `inflight` | worker 已 claimed，未完成 | +| `done` | exit 0 | +| `failed` | exit ≠ 0 | +| `timeout` | 超时被 SIGTERM | +| `cancelled` | cancel.marker 触发 | +| `worker_dead` | worker 心跳 stale（被 reaper 标记） | + +--- + +## 模块边界 + +| 模块 | 文件 | 职责 | +|---|---|---| +| FS 原语 | `metainfer/cluster/fs_primitives.py` | atomic write, link_claim, heartbeat | +| 路径 | `metainfer/cluster/paths.py` | 所有 cluster/ 子路径 helper | +| 拓扑 | `metainfer/cluster/topology.py` | nvidia-smi / rocm-smi 探测 | +| Worker 注册 | `metainfer/cluster/worker_registry.py` | SSOT worker 记录 + 心跳 | +| Scoreboard | `metainfer/cluster/scoreboard.py` | GPU 互斥 + lease + reaper | +| 队列 | `metainfer/cluster/mqueue.py` | submit / consume / result / reaper | +| SDK | `metainfer/cluster/sdk.py` | RemoteJob + submit_script/agent/pp2 | +| CLI | `metainfer/cluster/cli.py` | `metainfer-cluster` 命令 | +| Worker daemon | `metainfer/worker/daemon.py` | 心跳 + poll + supervisor | +| Job runner | `metainfer/worker/jobs.py` | Popen + 流式日志 + 超时/取消 | +| HTTP | `metainfer/server/cluster_routes.py` | /api/cluster/* | + +--- + +## SSOT 表（新增） + +| 数据 | 权威源 | 派生 / 历史快照 | +|---|---|---| +| Worker 身份 + GPU 拓扑 | `workers/.json` | WebUI `/api/cluster/workers` 响应（运行时派生） | +| Worker 心跳 | `workers/.heartbeat` mtime | `/api/cluster/workers[].alive` （派生） | +| GPU slot 持有者 | `scoreboard//gpu-.claim` | `.meta.json`（派生: lease_until 可改） | +| Job spec | `inbox///job.json` | WebUI `/api/cluster/jobs` 响应（派生） | +| Job 结果 | `replies//.result.json` | WebUI 任务状态（派生） | +| Job 日志 | `inbox///stdout.log` / `stderr.log` | 唯一权威，无派生 | + +--- + +## 反模式（**禁止**） + +- ❌ 跨主机 flock（用 link_claim） +- ❌ 写第二个 reaper 简化版（必须复用 `force_release`） +- ❌ 重写 worker heartbeat JSON（heartbeat 只 touch mtime） +- ❌ 重写 claim 文件（link 后不可变；用 `.meta.json` 续约） +- ❌ Worker 进程内持有 LeaseToken（lease 属 orchestrator；worker 只报状态） +- ❌ Auto-requeue worker_dead 任务（按用户决策"Surface 为失败"） + +--- + +## 部署模型 + +- 所有节点共享 NFS（`$METAINFER_ROOT` 同一挂载） +- 编排器节点：跑 `metainfer-server` + 各 task orchestrator +- Worker 节点：跑 `python -m metainfer.worker --node-id ` +- LAN 信任（无应用层鉴权） +- Worker 节点需预装 `ccb` 二进制（agent 类 job 复用） diff --git a/metainfer/cluster/__init__.py b/metainfer/cluster/__init__.py new file mode 100644 index 00000000..6ea72bce --- /dev/null +++ b/metainfer/cluster/__init__.py @@ -0,0 +1,33 @@ +"""Cluster-wide coordination layer. + +Authority sources (see CLAUDE.md SSOT rules): + +- ``cluster/workers/.json`` — worker identity + GPU topology (SSOT) +- ``cluster/workers/.heartbeat`` — liveness signal (mtime) +- ``cluster/scoreboard//gpu-.claim`` — GPU slot mutex (hardlink claim) +- ``cluster/scoreboard//gpu-.meta.json`` — derived holder metadata +- ``cluster/inbox///`` — submitted jobs (owned by orchestrator, consumed by worker) +- ``cluster/replies//.result.json`` — job results (owned by worker) + +All cross-host coordination MUST go through primitives in :mod:`metainfer.cluster.fs_primitives`. +""" + +from .fs_primitives import ( + atomic_write_json, + atomic_write_text, + link_claim, + read_claim, + break_claim, + touch_heartbeat, + is_stale_heartbeat, +) + +__all__ = [ + "atomic_write_json", + "atomic_write_text", + "link_claim", + "read_claim", + "break_claim", + "touch_heartbeat", + "is_stale_heartbeat", +] diff --git a/metainfer/cluster/cli.py b/metainfer/cluster/cli.py new file mode 100644 index 00000000..ea572ee7 --- /dev/null +++ b/metainfer/cluster/cli.py @@ -0,0 +1,139 @@ +"""``metainfer-cluster`` CLI — wraps worker_registry, scoreboard, and mqueue operations. + +Subcommands: + workers ls — list registered workers + workers show NODE_ID — one worker's detail + scoreboard show — all GPU claims + scoreboard force-release NODE GPU_IDX — admin kill + queue submit --worker N --script PATH — submit a script job + queue ls [--worker N] — list jobs in inbox(es) + queue reset --worker N — wipe inbox + tail STDOUT|STDERR WORKER JOB_ID — read log +""" + +from __future__ import annotations + +import argparse +import json +import sys +from pathlib import Path +from typing import List, Optional + + +def main(argv: Optional[List[str]] = None) -> int: + """``metainfer-cluster`` CLI entry point. Returns process exit code.""" + parser = argparse.ArgumentParser(prog="metainfer-cluster") + sub = parser.add_subparsers(dest="cmd", required=True) + + # workers + p_workers = sub.add_parser("workers", help="worker registry ops") + wsub = p_workers.add_subparsers(dest="wcmd", required=True) + wsub.add_parser("ls") + p_show = wsub.add_parser("show") + p_show.add_argument("node_id") + + # scoreboard + p_sb = sub.add_parser("scoreboard", help="GPU scoreboard ops") + ssub = p_sb.add_subparsers(dest="scmd", required=True) + ssub.add_parser("show") + p_force = ssub.add_parser("force-release") + p_force.add_argument("node_id") + p_force.add_argument("gpu_idx", type=int) + p_force.add_argument("--reason", default="cli-force-release") + + # queue + p_q = sub.add_parser("queue", help="job queue ops") + qsub = p_q.add_subparsers(dest="qcmd", required=True) + p_submit = qsub.add_parser("submit") + p_submit.add_argument("--worker", required=True) + p_submit.add_argument("--script", required=True, help="path to script file") + p_submit.add_argument("--timeout", type=float, default=1800.0) + p_submit.add_argument("--gpu", type=int, action="append", default=[]) + p_submit.add_argument("--no-block", action="store_true") + p_ls = qsub.add_parser("ls") + p_ls.add_argument("--worker", default=None) + p_reset = qsub.add_parser("reset") + p_reset.add_argument("--worker", required=True) + + # tail + p_tail = sub.add_parser("tail", help="tail a job's log") + p_tail.add_argument("stream", choices=["stdout", "stderr"]) + p_tail.add_argument("worker") + p_tail.add_argument("job_id") + p_tail.add_argument("--offset", type=int, default=0) + + args = parser.parse_args(argv) + # Import after parsing to keep --help fast. + from metainfer.cluster import mqueue, scoreboard, worker_registry, sdk + + if args.cmd == "workers": + if args.wcmd == "ls": + for w in worker_registry.list_workers(): + alive = worker_registry.is_worker_alive(w.node_id) + print(f"{w.node_id:20s} {'alive' if alive else 'DEAD':6s} " + f"ip={w.ip} hostname={w.hostname} " + f"gpus={len(w.gpu_topology)}") + elif args.wcmd == "show": + rec = worker_registry.read_worker(args.node_id) + if rec is None: + print(f"worker {args.node_id} not registered", file=sys.stderr) + return 1 + print(json.dumps(rec.to_dict(), indent=2)) + return 0 + + if args.cmd == "scoreboard": + if args.scmd == "show": + claims = scoreboard.list_claims() + if not claims: + print("(no GPU claims)") + return 0 + for c in claims: + print(f"{c['node_id']:20s} gpu-{c['gpu_idx']} " + f"holder={c['holder']:20s} job={c['job_id'][:8]} " + f"age={c['acquired_ago_s']:.1f}s " + f"lease_left={c['lease_remaining_s']:.1f}s") + elif args.scmd == "force-release": + existed = scoreboard.force_release((args.node_id, args.gpu_idx), + reason=args.reason) + print(f"{args.node_id}/gpu-{args.gpu_idx}: " + f"{'released' if existed else 'was-not-held'}") + return 0 + + if args.cmd == "queue": + if args.qcmd == "submit": + script_body = Path(args.script).read_text() + slots = [(args.worker, g) for g in args.gpu] if args.gpu else None + job_id, result = sdk.submit_script( + worker_node_id=args.worker, + script_body=script_body, + gpu_slots=slots, + timeout_s=args.timeout, + block=not args.no_block, + ) + print(f"job_id={job_id}") + if result is not None: + print(f"status={result.status} exit_code={result.exit_code} " + f"duration={result.duration_s:.2f}s") + elif args.qcmd == "ls": + for j in mqueue.list_jobs(worker_node_id=args.worker): + print(f"{j['job_id'][:12]} worker={j['worker_node_id']:20s} " + f"submitter={j['submitter']:20s} status={j['status']} " + f"age={j['submitted_ago_s']:.1f}s") + elif args.qcmd == "reset": + mqueue.reset_queue(args.worker) + print(f"reset inbox for {args.worker}") + return 0 + + if args.cmd == "tail": + if args.stream == "stdout": + data = sdk.tail_stdout(args.job_id, args.worker, offset=args.offset) + else: + data = sdk.tail_stderr(args.job_id, args.worker, offset=args.offset) + sys.stdout.buffer.write(data) + return 0 + + return 1 + + +if __name__ == "__main__": + sys.exit(main()) diff --git a/metainfer/cluster/fs_primitives.py b/metainfer/cluster/fs_primitives.py new file mode 100644 index 00000000..302cded6 --- /dev/null +++ b/metainfer/cluster/fs_primitives.py @@ -0,0 +1,204 @@ +"""NFS-safe filesystem primitives for cross-host coordination. + +Design decisions (see ``docs/multi-node-architecture.md`` and the plan file): + +1. **Atomic claim = ``os.link``** (decision 1). tmp file + ``os.link(tmp, target)``; + NFS server-side link is atomic, exactly one producer wins (others EEXIST). + **Never use fcntl.flock across hosts** — it is unreliable on NFS. + +2. **Atomic write = tmp + ``os.replace``** (decision 1 helper). tmp filename is + uuid-suffixed to avoid same-process threaded races on the same target path. + +3. **Lease token = claim file content** (decision 3). Claim files carry + ``{holder, job_id, acquired_at, lease_until, secret}``. ``release_gpus`` must + present the matching secret; ``force_release`` and ``reap_expired_claims`` bypass. + +4. **Heartbeat = mtime only** (decision 8). The heartbeat file's mtime is the + liveness signal; its content is never rewritten. Workers touch it every N seconds; + readers compare mtime to now. + +These primitives are pure utilities and do NOT depend on the path/layout module +(:mod:`metainfer.cluster.paths`) — callers pass absolute paths. +""" + +from __future__ import annotations + +import json +import os +import secrets +import time +import uuid +from pathlib import Path +from typing import Any, Dict, Optional + + +# --------------------------------------------------------------------------- # +# Atomic write (tmp + os.replace) +# --------------------------------------------------------------------------- # +def atomic_write_text(path: Path, text: str) -> None: + """Atomically write ``text`` to ``path``. + + Uses uuid-suffixed tmp file in the same directory (required for ``os.replace`` + to be atomic on POSIX / NFS), then ``os.replace``. Concurrent writers to the + same path do not collide because each gets its own tmp file. + + Authority-source semantics: the caller is declaring ``path`` the SSOT for + this data. Readers either see the old content or the new content, never a + partial write. + """ + path = Path(path) + path.parent.mkdir(parents=True, exist_ok=True) + tmp = path.with_name(f".{path.name}.{uuid.uuid4().hex}.tmp") + try: + with open(tmp, "w", encoding="utf-8") as f: + f.write(text) + f.flush() + os.fsync(f.fileno()) + os.replace(tmp, path) + finally: + try: + if tmp.exists(): + tmp.unlink() + except OSError: + pass + + +def atomic_write_json(path: Path, obj: Any) -> None: + """Atomically write ``obj`` as indented JSON to ``path``. See :func:`atomic_write_text`.""" + atomic_write_text(path, json.dumps(obj, indent=2, sort_keys=True)) + + +# --------------------------------------------------------------------------- # +# Atomic claim via os.link +# --------------------------------------------------------------------------- # +def link_claim(target_path: Path, payload: Dict[str, Any]) -> bool: + """Atomically claim ``target_path`` by hard-linking a tmp file carrying ``payload``. + + Returns ``True`` if this caller won the claim (i.e. created the link), + ``False`` if another caller already holds it (EEXIST). + + Any other OSError propagates. The tmp file is always cleaned up. + + Authority-source semantics: ``target_path`` becomes the SSOT for the claim + once this returns True. The link itself is the mutex; the file content is + metadata (holder identity, lease, secret) that other callers will read to + decide whether the claim is stale / reapable. + """ + target_path = Path(target_path) + target_path.parent.mkdir(parents=True, exist_ok=True) + tmp = target_path.with_name(f".{target_path.name}.{uuid.uuid4().hex}.tmp") + try: + with open(tmp, "w", encoding="utf-8") as f: + json.dump(payload, f, sort_keys=True) + f.flush() + os.fsync(f.fileno()) + try: + os.link(tmp, target_path) + return True + except FileExistsError: + return False + finally: + try: + tmp.unlink() + except FileNotFoundError: + pass + except OSError: + pass + + +def read_claim(target_path: Path) -> Optional[Dict[str, Any]]: + """Read a claim file and parse its JSON content. + + Returns ``None`` if the file is missing, unreadable, or contains malformed + JSON (corruption tolerance — partial writes should not crash readers). + + Note: ``link_claim`` writes atomically, so a well-formed claim file is never + partially written; this defensiveness covers filesystem corruption, NFS + hiccups, and pre-existing badly-formed files. + """ + try: + with open(target_path, "r", encoding="utf-8") as f: + return json.load(f) + except FileNotFoundError: + return None + except (OSError, json.JSONDecodeError): + return None + + +def break_claim(target_path: Path, expected_secret: Optional[str] = None) -> bool: + """Remove a claim file. + + If ``expected_secret`` is provided, the claim's ``secret`` field must match + it; otherwise the unlink is skipped (returns False). This is the + ``LeaseToken`` verification path — a holder may only release its own claim. + + Without ``expected_secret`` (admin force-release / stale-claim reap), the + unlink proceeds unconditionally. + + Idempotent: returns ``True`` if the file existed and was removed (or already + gone), ``False`` only on secret mismatch. + """ + target_path = Path(target_path) + if expected_secret is not None: + claim = read_claim(target_path) + if claim is None: + # File missing — treat as already released. + return True + if claim.get("secret") != expected_secret: + return False + try: + target_path.unlink() + except FileNotFoundError: + pass + return True + + +# --------------------------------------------------------------------------- # +# Heartbeat (mtime only) +# --------------------------------------------------------------------------- # +def touch_heartbeat(path: Path) -> None: + """Update heartbeat file mtime to now. Create empty if missing. + + The heartbeat file is the SSOT for "this worker is alive". Workers call this + every N seconds. Readers use :func:`is_stale_heartbeat` to decide liveness. + + Content of the heartbeat file is never rewritten — mtime is the only signal + (avoids atomic-write contention on a hot path). + """ + path = Path(path) + path.parent.mkdir(parents=True, exist_ok=True) + if not path.exists(): + # Create with exclusive create to avoid races; content is irrelevant. + try: + fd = os.open(str(path), os.O_CREAT | os.O_EXCL | os.O_WRONLY) + os.close(fd) + except FileExistsError: + pass + try: + os.utime(path, None) # Sets atime + mtime to now. + except OSError: + # Best-effort — if utime fails (permission / race), the create above + # already established a recent mtime. + pass + + +def is_stale_heartbeat(path: Path, stale_after_s: float = 60.0) -> bool: + """Return True if heartbeat file is missing or older than ``stale_after_s`` seconds. + + Used by: + - scoreboard reaper (decide whether to break an expired claim) + - worker registry liveness view (mark worker dead) + """ + path = Path(path) + try: + mtime = path.stat().st_mtime + except FileNotFoundError: + return True + except OSError: + return True + return (time.time() - mtime) > stale_after_s + + +def generate_secret() -> str: + """Generate a fresh lease secret. Used by :func:`metainfer.cluster.scoreboard.acquire_gpus`.""" + return secrets.token_hex(16) diff --git a/metainfer/cluster/mqueue.py b/metainfer/cluster/mqueue.py new file mode 100644 index 00000000..62d7985b --- /dev/null +++ b/metainfer/cluster/mqueue.py @@ -0,0 +1,330 @@ +"""File-system message queue: submit → consume → result. + +Authority sources & ownership: + +- ``cluster/inbox///`` — **owned by submitter (orchestrator)**, + consumed by exactly one worker. Contains ``job.json``, ``script.sh`` or + ``prompt.txt``, ``stdout.log`` / ``stderr.log`` (appended by worker), + ``status.json``, and optional ``cancel.marker``. + +- ``cluster/replies//.result.json`` — **owned by worker** + once it finishes the job. Orchestrator polls this file. + +Robustness guarantees (see plan decision 5, 6): + +- Submit uses tmp dir + rename → consumer never sees a partial job directory. +- Consume uses ``link_claim`` on ``/claimed`` → exactly one worker wins. +- Result is tmp + ``os.replace`` → orchestrator sees either old or new, never partial. +- Orphan recovery (orchestrator-side): if a job's ``timeout_s + grace`` elapses + with no result file, the orchestrator reaps the worker's claims via scoreboard + and writes a synthetic ``status=worker_dead`` or ``status=timeout`` result. + **No auto-requeue** (decision: surface as failure). +""" + +from __future__ import annotations + +import os +import shutil +import time +import uuid +from pathlib import Path +from typing import Any, Dict, List, Optional + +from . import fs_primitives +from . import paths +from .queue_schema import ( + JobHandle, + JobResult, + JobSpec, + STATUS_CANCELLED, + STATUS_DONE, + STATUS_PENDING, + STATUS_TIMEOUT, + STATUS_WORKER_DEAD, + new_job_id, + now_ts, +) + + +GRACE_S = 30.0 # extra seconds past timeout_s before orchestrator declares worker_dead + + +# --------------------------------------------------------------------------- # +# Submit +# --------------------------------------------------------------------------- # +def submit_job(spec: JobSpec) -> str: + """Atomically enqueue ``spec`` to its target worker's inbox. + + Fills in ``job_id`` (if missing), ``submitted_at``, and ``reply_to`` (the + absolute path to the future result.json under the submitter's replies dir). + """ + if not spec.job_id: + spec.job_id = new_job_id() + if not spec.submitter: + raise ValueError("JobSpec.submitter must be set (orchestrator node_id)") + if not spec.worker_node_id: + raise ValueError("JobSpec.worker_node_id must be set") + spec.validate() + spec.submitted_at = now_ts() + spec.reply_to = str(paths.result_path(spec.submitter, spec.job_id)) + + jdir = paths.job_dir(spec.worker_node_id, spec.job_id) + jdir.parent.mkdir(parents=True, exist_ok=True) + + # Build in tmp dir, then rename atomically so consumer never sees a half-built job. + tmp_dir = jdir.with_name(f".{jdir.name}.{uuid.uuid4().hex}.tmp") + tmp_dir.mkdir(parents=True) + try: + # job.json + (tmp_dir / "job.json").write_text(__import__("json").dumps(spec.to_dict(), indent=2)) + # script or prompt file + if spec.type == "script": + (tmp_dir / "script.sh").write_text(spec.script_body) + else: + (tmp_dir / "prompt.txt").write_text(spec.prompt_body) + # Initial status.json + fs_primitives.atomic_write_json(tmp_dir / "status.json", + {"status": STATUS_PENDING, "ts": now_ts()}) + os.replace(tmp_dir, jdir) + finally: + if tmp_dir.exists(): + shutil.rmtree(tmp_dir, ignore_errors=True) + + return spec.job_id + + +def read_job(worker_node_id: str, job_id: str) -> Optional[JobSpec]: + """Read a job's spec from disk (read-only).""" + jdir = paths.job_dir(worker_node_id, job_id) + job_json = jdir / "job.json" + if not job_json.exists(): + return None + try: + import json + return JobSpec.from_dict(json.loads(job_json.read_text())) + except (OSError, ValueError): + return None + + +# --------------------------------------------------------------------------- # +# Consume (worker side) +# --------------------------------------------------------------------------- # +def consume_next_job(worker_node_id: str, worker_pid: int) -> Optional[JobHandle]: + """Poll ``inbox//`` and claim the next available job. + + Returns a :class:`JobHandle` on success, or None if no pending jobs. + + Idempotent: re-running on the same job after crash is safe — the + ``claimed`` marker persists; subsequent calls skip already-claimed jobs. + """ + idir = paths.inbox_dir(worker_node_id) + for entry in sorted(idir.iterdir()): + if not entry.is_dir() or entry.name.startswith("."): + continue + claimed_marker = paths.job_claimed_marker(entry) + # Skip jobs that are already claimed. + if claimed_marker.exists(): + continue + # Skip cancelled jobs (force-release wrote cancel.marker before we got here). + if paths.job_cancel_marker(entry).exists(): + continue + payload = {"worker_pid": worker_pid, "claimed_at": now_ts()} + if fs_primitives.link_claim(claimed_marker, payload): + spec = read_job(worker_node_id, entry.name) + if spec is None: + # Corrupt or vanished job.json — release claim, move on. + try: + claimed_marker.unlink() + except FileNotFoundError: + pass + continue + fs_primitives.atomic_write_json( + entry / "status.json", + {"status": "inflight", "ts": now_ts(), "worker_pid": worker_pid}, + ) + return JobHandle(spec=spec, job_dir=str(entry), + claimed_at=payload["claimed_at"], worker_pid=worker_pid) + return None + + +def is_cancelled(job_dir: str | Path) -> bool: + """True iff a cancel.marker exists in the job dir (worker should SIGTERM).""" + return paths.job_cancel_marker(Path(job_dir)).exists() + + +# --------------------------------------------------------------------------- # +# Result (worker writes, orchestrator reads) +# --------------------------------------------------------------------------- # +def write_result(handle: JobHandle, result: JobResult) -> None: + """Atomically write the result to the reply path given in the spec. + + Caller is responsible for filling ``result.job_id``. ``status.json`` in the + job dir is also updated so WebUI/admin can see the final state alongside logs. + """ + result.job_id = handle.spec.job_id + reply_to = Path(handle.spec.reply_to) + fs_primitives.atomic_write_json(reply_to, result.to_dict()) + # Also update job-dir status.json for admin visibility. + fs_primitives.atomic_write_json( + Path(handle.job_dir) / "status.json", + {"status": result.status, "ts": now_ts(), + "exit_code": result.exit_code, "signal": result.signal}, + ) + + +def read_result(job_id: str, orchestrator_node_id: str, + timeout_s: float = 0.0, poll_interval_s: float = 0.5) -> Optional[JobResult]: + """Poll for a result. If ``timeout_s`` <= 0, do a single non-blocking read. + + Returns None on timeout. + """ + rpath = paths.result_path(orchestrator_node_id, job_id) + deadline = time.time() + timeout_s if timeout_s > 0 else 0.0 + while True: + data = fs_primitives.read_claim(rpath) + if data is not None: + try: + return JobResult.from_dict(data) + except (ValueError, TypeError): + return None + if timeout_s <= 0: + return None + if time.time() >= deadline: + return None + time.sleep(poll_interval_s) + + +# --------------------------------------------------------------------------- # +# Reset (admin / debug) +# --------------------------------------------------------------------------- # +def reset_queue(worker_node_id: str) -> None: + """Delete all jobs in a worker's inbox. Use with caution — affects all + orchestrators that submitted to this worker.""" + idir = paths.inbox_dir(worker_node_id) + if not idir.exists(): + return + # Wipe and recreate. + shutil.rmtree(idir, ignore_errors=True) + idir.mkdir(parents=True, exist_ok=True) + + +def reset_reply_queue(orchestrator_node_id: str) -> None: + """Delete all results addressed to an orchestrator.""" + rdir = paths.replies_dir(orchestrator_node_id) + if not rdir.exists(): + return + shutil.rmtree(rdir, ignore_errors=True) + rdir.mkdir(parents=True, exist_ok=True) + + +# --------------------------------------------------------------------------- # +# Orphan recovery (orchestrator side) +# --------------------------------------------------------------------------- # +def reap_orphaned_submissions( + orchestrator_node_id: str, + from_scoreboard_releaser=None, + grace_s: float = GRACE_S, +) -> List[str]: + """Scan all workers' inboxes for jobs submitted by ``orchestrator_node_id`` + that are past their timeout and still have no result. For each: + + - release the GPU slots via the provided ``from_scoreboard_releaser`` (if + given) — typically :func:`metainfer.cluster.scoreboard.release_gpus` + with the orchestrator's stored token. If no token is available, the + reaper falls back to unconditional force_release. + - write a synthetic result with ``status=worker_dead`` (if worker + heartbeat is stale) or ``status=timeout`` (worker alive but unresponsive). + + Returns the list of reaped job_ids. + + This is **not** auto-requeue — jobs surfaced here are gone; the orchestrator + decides whether to retry at the application layer. + """ + from . import worker_registry + from . import scoreboard + + reaped: List[str] = [] + # We don't have the original LeaseToken at this layer — callers (typically the + # SDK) keep tokens in memory. Orphan reaping is a best-effort safety net that + # force-releases slots unconditionally when worker heartbeat is stale. + inbox_root = paths.inbox_root() + if not inbox_root.exists(): + return reaped + + now = now_ts() + for worker_dir in inbox_root.iterdir(): + if not worker_dir.is_dir(): + continue + worker_id = worker_dir.name + worker_alive = worker_registry.is_worker_alive(worker_id) + for job_entry in list(worker_dir.iterdir()): + if not job_entry.is_dir() or job_entry.name.startswith("."): + continue + job_json = job_entry / "job.json" + if not job_json.exists(): + continue + try: + import json + spec = JobSpec.from_dict(json.loads(job_json.read_text())) + except (OSError, ValueError): + continue + if spec.submitter != orchestrator_node_id: + continue + # Already has a result? + if paths.result_path(orchestrator_node_id, spec.job_id).exists(): + continue + # Past timeout? + if now < spec.submitted_at + spec.timeout_s + grace_s: + continue + # Stale — force-release slots. + for slot in spec.gpu_slots: + scoreboard.force_release(tuple(slot), reason="orphan-reaper") + # Synthetic result. + status = STATUS_WORKER_DEAD if not worker_alive else STATUS_TIMEOUT + result = JobResult( + job_id=spec.job_id, status=status, duration_s=now - spec.submitted_at, + error=f"orchestrator-side reap: worker_alive={worker_alive}", + ) + fs_primitives.atomic_write_json( + paths.result_path(orchestrator_node_id, spec.job_id), + result.to_dict(), + ) + reaped.append(spec.job_id) + return reaped + + +# --------------------------------------------------------------------------- # +# Job listing (for webui) +# --------------------------------------------------------------------------- # +def list_jobs(worker_node_id: Optional[str] = None) -> List[Dict[str, Any]]: + """Snapshot of jobs across one or all workers' inboxes.""" + out: List[Dict[str, Any]] = [] + if worker_node_id is not None: + worker_dirs = [paths.inbox_dir(worker_node_id)] + else: + iroot = paths.inbox_root() + worker_dirs = [d for d in iroot.iterdir() if d.is_dir()] if iroot.exists() else [] + + for worker_dir in worker_dirs: + if not worker_dir.exists() or not worker_dir.is_dir(): + continue + for job_entry in worker_dir.iterdir(): + if not job_entry.is_dir() or job_entry.name.startswith("."): + continue + spec = read_job(worker_dir.name, job_entry.name) + if spec is None: + continue + status_data = fs_primitives.read_claim(job_entry / "status.json") or {} + out.append({ + "job_id": spec.job_id, + "worker_node_id": worker_dir.name, + "submitter": spec.submitter, + "type": spec.type, + "submitted_at": spec.submitted_at, + "submitted_ago_s": max(0.0, now_ts() - spec.submitted_at), + "status": status_data.get("status", STATUS_PENDING), + "claimed": paths.job_claimed_marker(job_entry).exists(), + "cancelled": paths.job_cancel_marker(job_entry).exists(), + "timeout_s": spec.timeout_s, + }) + return out diff --git a/metainfer/cluster/paths.py b/metainfer/cluster/paths.py new file mode 100644 index 00000000..f567284c --- /dev/null +++ b/metainfer/cluster/paths.py @@ -0,0 +1,140 @@ +"""Filesystem paths for the cluster-wide coordination layer. + +Lives parallel to ``/nodes/`` because it is cross-host coordination state +(not any single node's bookkeeping). MUST be on the same NFS mount as ``nodes/`` +— the hardlink-claim primitives in :mod:`metainfer.cluster.fs_primitives` only +work within a single filesystem. + +Layout:: + + $METAINFER_ROOT/ + ├── nodes//... (existing — per-node state, unchanged) + └── cluster/ (NEW — shared coordination state) + ├── workers/.json worker identity + GPU topology (SSOT) + ├── workers/.heartbeat mtime-only liveness signal + ├── scoreboard// + │ ├── gpu-.claim hardlink-claim file = GPU slot mutex + │ └── gpu-.meta.json derived holder metadata (mutable) + ├── inbox/// submitted jobs (orchestrator-owned) + │ ├── job.json + │ ├── script.sh | prompt.txt + │ ├── stdout.log, stderr.log (worker appends live) + │ ├── status.json + │ └── cancel.marker (force-kill signal) + └── replies//.result.json +""" + +from __future__ import annotations + +from pathlib import Path + +from metainfer.server.paths import root_dir + + +def cluster_dir() -> Path: + """``/cluster/``. Cross-host coordination root. Created on first access.""" + p = root_dir() / "cluster" + p.mkdir(parents=True, exist_ok=True) + return p + + +# --------------------------------------------------------------------------- # +# Worker registry +# --------------------------------------------------------------------------- # +def workers_dir() -> Path: + """``cluster/workers/`` — worker registry root (SSOT JSONs + heartbeats).""" + p = cluster_dir() / "workers" + p.mkdir(parents=True, exist_ok=True) + return p + + +def worker_record(node_id: str) -> Path: + """``workers/.json`` — authoritative worker record.""" + return workers_dir() / f"{node_id}.json" + + +def worker_heartbeat(node_id: str) -> Path: + """``workers/.heartbeat`` — mtime-only liveness file.""" + return workers_dir() / f"{node_id}.heartbeat" + + +# --------------------------------------------------------------------------- # +# Scoreboard +# --------------------------------------------------------------------------- # +def scoreboard_root() -> Path: + """``cluster/scoreboard/`` — root of per-node GPU claim directories.""" + p = cluster_dir() / "scoreboard" + p.mkdir(parents=True, exist_ok=True) + return p + + +def scoreboard_dir(node_id: str) -> Path: + """Per-node directory holding ``gpu-.claim`` files.""" + p = scoreboard_root() / node_id + p.mkdir(parents=True, exist_ok=True) + return p + + +def gpu_claim_path(node_id: str, gpu_idx: int) -> Path: + """``scoreboard//gpu-.claim`` — the slot mutex (hardlink target).""" + return scoreboard_dir(node_id) / f"gpu-{gpu_idx}.claim" + + +def gpu_meta_path(node_id: str, gpu_idx: int) -> Path: + """``scoreboard//gpu-.meta.json`` — mutable holder metadata. + + Distinct from ``.claim`` (immutable post-link): ``renew_lease`` rewrites + this file under flock to extend ``lease_until``. + """ + return scoreboard_dir(node_id) / f"gpu-{gpu_idx}.meta.json" + + +# --------------------------------------------------------------------------- # +# Message queue +# --------------------------------------------------------------------------- # +def inbox_root() -> Path: + """``cluster/inbox/`` — root of the submission queue (per-worker subdirs).""" + p = cluster_dir() / "inbox" + p.mkdir(parents=True, exist_ok=True) + return p + + +def inbox_dir(worker_node_id: str) -> Path: + """All jobs targeted at ``worker_node_id``. Worker polls here.""" + p = inbox_root() / worker_node_id + p.mkdir(parents=True, exist_ok=True) + return p + + +def job_dir(worker_node_id: str, job_id: str) -> Path: + """A single submitted job's directory.""" + return inbox_dir(worker_node_id) / job_id + + +def job_claimed_marker(job_dir_path: Path) -> Path: + """``/claimed`` — hardlink marker indicating the job has been consumed.""" + return job_dir_path / "claimed" + + +def job_cancel_marker(job_dir_path: Path) -> Path: + """``/cancel.marker`` — written by scoreboard force-release.""" + return job_dir_path / "cancel.marker" + + +def replies_root() -> Path: + """``cluster/replies/`` — root of result.json directory tree.""" + p = cluster_dir() / "replies" + p.mkdir(parents=True, exist_ok=True) + return p + + +def replies_dir(orchestrator_node_id: str) -> Path: + """All results addressed back to orchestrator ``orchestrator_node_id``.""" + p = replies_root() / orchestrator_node_id + p.mkdir(parents=True, exist_ok=True) + return p + + +def result_path(orchestrator_node_id: str, job_id: str) -> Path: + """``replies//.result.json`` — authoritative job result.""" + return replies_dir(orchestrator_node_id) / f"{job_id}.result.json" diff --git a/metainfer/cluster/queue_schema.py b/metainfer/cluster/queue_schema.py new file mode 100644 index 00000000..697ba5a9 --- /dev/null +++ b/metainfer/cluster/queue_schema.py @@ -0,0 +1,158 @@ +"""Job spec for the cluster message queue. + +A JobSpec describes a unit of work that an orchestrator submits to a remote +worker. It is serialized to ``cluster/inbox///job.json``. + +Two job types: +- ``script``: a bash script body. Worker runs ``bash script.sh``. +- ``agent``: a prompt body. Worker runs ``ccb`` (claude-code-binary) with the + prompt on stdin. + +Required fields are validated at submit time. ``reply_to`` is filled in by +:func:`metainfer.cluster.mqueue.submit_job` based on the submitter's node id. +""" + +from __future__ import annotations + +import time +import uuid +from dataclasses import dataclass, field +from typing import Any, Dict, List, Optional, Tuple + +# --------------------------------------------------------------------------- # +# Status enum (string literal for JSON friendliness) +# --------------------------------------------------------------------------- # +STATUS_PENDING = "pending" # submitted, not yet claimed +STATUS_INFLIGHT = "inflight" # worker has claimed, child process running +STATUS_DONE = "done" # child exited normally (exit_code may still be non-zero) +STATUS_TIMEOUT = "timeout" # worker killed child after timeout_s +STATUS_CANCELLED = "cancelled" # force-release wrote cancel.marker +STATUS_WORKER_DEAD = "worker_dead" # orchestrator-side reap detected worker heartbeat gone +STATUS_FAILED = "failed" # worker could not execute (e.g. bad script body) + + +@dataclass +class JobSpec: + """In-memory representation of ``/job.json``.""" + job_id: str = "" + type: str = "script" # "script" | "agent" + worker_node_id: str = "" + gpu_slots: List[Tuple[str, int]] = field(default_factory=list) + timeout_s: float = 1800.0 + env: Dict[str, str] = field(default_factory=dict) + cwd: str = "" + submitter: str = "" # orchestrator node_id + submitted_at: float = 0.0 + reply_to: str = "" # absolute path to result.json (filled by submit_job) + script_body: str = "" # for type=script + prompt_body: str = "" # for type=agent + meta: Dict[str, Any] = field(default_factory=dict) + + def to_dict(self) -> Dict[str, Any]: + """Serialize to a JSON-friendly dict for writing job.json.""" + return { + "job_id": self.job_id, + "type": self.type, + "worker_node_id": self.worker_node_id, + "gpu_slots": [[n, i] for n, i in self.gpu_slots], + "timeout_s": self.timeout_s, + "env": self.env, + "cwd": self.cwd, + "submitter": self.submitter, + "submitted_at": self.submitted_at, + "reply_to": self.reply_to, + "script_body": self.script_body, + "prompt_body": self.prompt_body, + "meta": self.meta, + } + + @classmethod + def from_dict(cls, d: Dict[str, Any]) -> "JobSpec": + """Inverse of to_dict; tolerates missing keys.""" + slots_raw = d.get("gpu_slots") or [] + slots: List[Tuple[str, int]] = [] + for s in slots_raw: + if isinstance(s, (list, tuple)) and len(s) == 2: + slots.append((str(s[0]), int(s[1]))) + return cls( + job_id=str(d.get("job_id", "")), + type=str(d.get("type", "script")), + worker_node_id=str(d.get("worker_node_id", "")), + gpu_slots=slots, + timeout_s=float(d.get("timeout_s", 1800.0)), + env={str(k): str(v) for k, v in (d.get("env") or {}).items()}, + cwd=str(d.get("cwd", "")), + submitter=str(d.get("submitter", "")), + submitted_at=float(d.get("submitted_at", 0.0)), + reply_to=str(d.get("reply_to", "")), + script_body=str(d.get("script_body", "")), + prompt_body=str(d.get("prompt_body", "")), + meta=dict(d.get("meta") or {}), + ) + + def validate(self) -> None: + """Check required fields; raise ValueError on invalid combos.""" + if self.type not in ("script", "agent"): + raise ValueError(f"invalid job type: {self.type!r}") + if self.type == "script" and not self.script_body.strip(): + raise ValueError("script job requires non-empty script_body") + if self.type == "agent" and not self.prompt_body.strip(): + raise ValueError("agent job requires non-empty prompt_body") + if self.timeout_s <= 0: + raise ValueError("timeout_s must be positive") + + +@dataclass +class JobHandle: + """Worker-side handle to a claimed job.""" + spec: JobSpec + job_dir: str + claimed_at: float + worker_pid: int + + +@dataclass +class JobResult: + """Result of a completed (or failed) job. Written atomically to + ``replies//.result.json`` by the worker (or by + the orchestrator-side reaper when worker is presumed dead). + """ + status: str + exit_code: Optional[int] = None + signal: Optional[int] = None + duration_s: float = 0.0 + error: str = "" + job_id: str = "" + + def to_dict(self) -> Dict[str, Any]: + """Serialize to a JSON-friendly dict for writing result.json.""" + return { + "job_id": self.job_id, + "status": self.status, + "exit_code": self.exit_code, + "signal": self.signal, + "duration_s": self.duration_s, + "error": self.error, + } + + @classmethod + def from_dict(cls, d: Dict[str, Any]) -> "JobResult": + """Inverse of to_dict; tolerates missing keys.""" + return cls( + job_id=str(d.get("job_id", "")), + status=str(d.get("status", "")), + exit_code=int(d["exit_code"]) if d.get("exit_code") is not None else None, + signal=int(d["signal"]) if d.get("signal") is not None else None, + duration_s=float(d.get("duration_s", 0.0)), + error=str(d.get("error", "")), + ) + + +def new_job_id() -> str: + """Generate a fresh hex job id (32-char uuid4). Used by submit_job.""" + return uuid.uuid4().hex + + +def now_ts() -> float: + """Current wall-clock time (seconds since epoch). Thin alias for time.time.""" + return time.time() diff --git a/metainfer/cluster/scoreboard.py b/metainfer/cluster/scoreboard.py new file mode 100644 index 00000000..87eb59c6 --- /dev/null +++ b/metainfer/cluster/scoreboard.py @@ -0,0 +1,429 @@ +"""GPU-level scoreboard — atomic all-or-nothing acquisition across nodes. + +Authority sources: + +- ``cluster/scoreboard//gpu-.claim`` — the mutex itself. Created + by ``link_claim`` (atomic on NFS). Carries ``{holder, job_id, acquired_at, + lease_until, secret}``. **Content is immutable after link** — to extend the + lease, rewrite the sibling ``.meta.json`` (see :func:`renew_lease`). + +- ``cluster/scoreboard//gpu-.meta.json`` — derived/mutable holder + metadata, kept in sync with the claim file by ``acquire``/``renew``/``release`` + /``reap``. Readers wanting "who holds this slot now" should prefer the claim + file (SSOT) and use meta.json only for fields the claim cannot update + (``lease_until`` post-renewal). + +Design decisions (see plan file): + +- **All-or-nothing with sorted ordering** (decision 2). Acquirer sorts requested + ``(node_id, gpu_idx)`` pairs deterministically, links them one by one. Any + failure → release all previously acquired in this attempt → backoff with + jitter → retry until success or deadline. **Provably deadlock-free**: holders + never wait while holding. + +- **Lease token with secret** (decision 3). ``acquire_gpus`` returns a + ``LeaseToken`` containing the secret that was written into each claim file. + ``release_gpus(token)`` verifies each claim's secret matches before unlinking. + +- **Single reap path** (decision 4, mirrors CLAUDE.md launcher invariant). + ``reap_expired_claims`` and ``force_release`` share the same internal + ``_break_claim_unconditional`` — there is no second reaper. +""" + +from __future__ import annotations + +import random +import time +import uuid +from dataclasses import dataclass, field +from pathlib import Path +from typing import Dict, Iterable, List, Optional, Tuple + +from . import fs_primitives +from . import paths +from .paths import gpu_claim_path, gpu_meta_path + + +DEFAULT_LEASE_S = 1800.0 # 30 min +DEFAULT_DEADLINE_S = 60.0 # how long acquire_gpus retries before giving up +DEFAULT_BACKOFF_MIN_S = 0.05 +DEFAULT_BACKOFF_MAX_S = 0.5 + + +# --------------------------------------------------------------------------- # +# Data types +# --------------------------------------------------------------------------- # +Slot = Tuple[str, int] # (node_id, gpu_idx) + + +@dataclass +class LeaseToken: + """Returned by :func:`acquire_gpus`. Caller must present this to release.""" + holder: str + job_id: str + secret: str + slots: List[Slot] = field(default_factory=list) + acquired_at: float = 0.0 + lease_until: float = 0.0 + + +# --------------------------------------------------------------------------- # +# Internal helpers +# --------------------------------------------------------------------------- # +def _build_claim_payload(holder: str, job_id: str, secret: str, + acquired_at: float, lease_until: float) -> Dict[str, object]: + return { + "holder": holder, + "job_id": job_id, + "secret": secret, + "acquired_at": acquired_at, + "lease_until": lease_until, + } + + +def _write_meta(slot: Slot, payload: Dict[str, object]) -> None: + fs_primitives.atomic_write_json(gpu_meta_path(slot[0], slot[1]), payload) + + +def _try_acquire_one(slot: Slot, payload: Dict[str, object]) -> bool: + """Attempt to link-claim a single slot. Returns True on win.""" + return fs_primitives.link_claim(gpu_claim_path(slot[0], slot[1]), payload) + + +def _break_claim_unconditional(slot: Slot) -> None: + """Single reap path. Used by release (with secret check done by caller), + force_release, and reap_expired_claims. Idempotent.""" + fs_primitives.break_claim(gpu_claim_path(slot[0], slot[1])) + # Best-effort meta cleanup + try: + gpu_meta_path(slot[0], slot[1]).unlink() + except FileNotFoundError: + pass + except OSError: + pass + + +# --------------------------------------------------------------------------- # +# Public API +# --------------------------------------------------------------------------- # +def acquire_gpus( + slots: Iterable[Slot], + holder: str, + job_id: str, + lease_s: float = DEFAULT_LEASE_S, + deadline_s: float = DEFAULT_DEADLINE_S, +) -> Optional[LeaseToken]: + """Acquire a set of GPU slots atomically (all-or-nothing). + + Returns a :class:`LeaseToken` on success, or None if the deadline elapsed + before all slots could be acquired simultaneously. + + Algorithm: + 1. Sort slots by (node_id, gpu_idx) for deterministic order. + 2. Loop until deadline: + a. Mint a fresh secret, write the same payload to each slot via + ``link_claim``. Track which we won. + b. If a slot is already held, attempt stale-reap: if the existing + claim's lease_until has passed AND the holder's heartbeat is stale, + break it and retry the link. + c. If a slot is held by a live holder, release all slots we acquired + in this attempt (rollback), back off, retry. + 3. On success, return LeaseToken with the minted secret. + + Deadlock-freedom argument: we never block while holding slots. Every failed + attempt fully releases before sleeping. Sorted ordering prevents cyclic + wait across multiple concurrent acquirers. + """ + sorted_slots: List[Slot] = sorted(set(slots)) + if not sorted_slots: + # Vacuous success — return an empty token. + return LeaseToken(holder=holder, job_id=job_id, + secret=fs_primitives.generate_secret(), + slots=[], acquired_at=time.time(), + lease_until=time.time() + lease_s) + + deadline = time.time() + deadline_s + attempt = 0 + while time.time() < deadline: + attempt += 1 + secret = fs_primitives.generate_secret() + now = time.time() + lease_until = now + lease_s + payload = _build_claim_payload(holder, job_id, secret, now, lease_until) + + acquired: List[Slot] = [] + rolled_back = False + for slot in sorted_slots: + if _try_acquire_one(slot, payload): + acquired.append(slot) + _write_meta(slot, payload) + continue + # Slot is held — try stale-reap, then retry the link once. + if _maybe_reap_stale(slot): + if _try_acquire_one(slot, payload): + acquired.append(slot) + _write_meta(slot, payload) + continue + # Held by a live tenant — rollback this attempt. + for s in acquired: + _break_claim_unconditional(s) + rolled_back = True + break + + if not rolled_back: + # All slots acquired. + return LeaseToken(holder=holder, job_id=job_id, secret=secret, + slots=acquired, acquired_at=now, lease_until=lease_until) + + # Backoff with jitter before retry. + time.sleep(random.uniform(DEFAULT_BACKOFF_MIN_S, DEFAULT_BACKOFF_MAX_S)) + + return None + + +def release_gpus(token: LeaseToken) -> None: + """Release all slots held by ``token``. Verifies secret before unlinking. + + If a slot has been reaped-and-reacquired by someone else (different secret), + we silently skip it — it's no longer ours. + """ + for slot in token.slots: + claim = fs_primitives.read_claim(gpu_claim_path(slot[0], slot[1])) + if claim is None: + # Already released or reaped. + continue + if claim.get("secret") != token.secret: + # Slot was reaped and reacquired by someone else — not ours anymore. + continue + _break_claim_unconditional(slot) + + +def renew_lease(token: LeaseToken, extra_s: float = DEFAULT_LEASE_S) -> bool: + """Extend the lease on all slots in ``token``. + + Because claim-file content is immutable post-link, we update the sibling + ``.meta.json``'s ``lease_until``. The claim file's ``lease_until`` stays at + the original value; the reaper treats meta.json as the live source of truth + when present. + + Returns True if all slots still belong to ``token`` (secret match), False + if any slot was lost (caller should treat as failure and stop relying on + those slots). + """ + now = time.time() + new_lease = now + extra_s + all_ok = True + for slot in token.slots: + claim = fs_primitives.read_claim(gpu_claim_path(slot[0], slot[1])) + if claim is None or claim.get("secret") != token.secret: + all_ok = False + continue + # Update meta.json with extended lease. + meta = dict(claim) + meta["lease_until"] = new_lease + meta["renewed_at"] = now + _write_meta(slot, meta) + if all_ok: + token.lease_until = new_lease + return all_ok + + +def force_release(slot: Slot, reason: str = "admin-kill", + cancel_job_dir: Optional[Path] = None) -> bool: + """Single reap path: unconditionally remove a claim, regardless of secret. + + Optionally writes a ``cancel.marker`` into ``cancel_job_dir`` so the + associated worker subprocess can SIGTERM its child. + + Returns True if the claim existed and was removed. + """ + claim_path = gpu_claim_path(slot[0], slot[1]) + existed = claim_path.exists() + claim = fs_primitives.read_claim(claim_path) + _break_claim_unconditional(slot) + if cancel_job_dir is not None and claim is not None: + marker = cancel_job_dir / "cancel.marker" + try: + fs_primitives.atomic_write_text( + marker, + f'{{"reason":"{reason}","ts":{time.time():.3f}}}\n', + ) + except OSError: + pass + return existed + + +def reap_expired_claims(node_id: str) -> List[Slot]: + """Reap all expired claims on ``node_id``. Returns the reaped slots. + + A claim is reaped iff: + - its lease_until (from meta.json if present, else claim file) has passed, AND + - the holder's heartbeat is stale (worker is presumed dead). + + If lease_until has passed but the worker heartbeat is fresh, the claim is + NOT reaped (the worker may be mid-renew and just hasn't called renew_lease + yet — see CLAUDE.md single-reap-path invariant). + """ + from . import worker_registry + + reaped: List[Slot] = [] + d = paths.scoreboard_dir(node_id) + for entry in list(d.iterdir()): + if not entry.name.startswith("gpu-") or not entry.name.endswith(".claim"): + continue + try: + idx = int(entry.name[len("gpu-"):-len(".claim")]) + except ValueError: + continue + slot: Slot = (node_id, idx) + claim = fs_primitives.read_claim(entry) + if claim is None: + # Claim vanished during scan; cleanup any stray meta. + _break_claim_unconditional(slot) + continue + # Determine effective lease_until: prefer meta.json (post-renewal) over claim. + meta = fs_primitives.read_claim(gpu_meta_path(node_id, idx)) or {} + lease_until = float(meta.get("lease_until", claim.get("lease_until", 0))) + if time.time() < lease_until: + continue + # Lease expired — also require heartbeat to be stale. + holder = str(claim.get("holder", "")) + if holder and not fs_primitives.is_stale_heartbeat( + paths.worker_heartbeat(holder), + stale_after_s=worker_registry.STALE_AFTER_S, + ): + continue + _break_claim_unconditional(slot) + reaped.append(slot) + return reaped + + +def list_claims(node_id: Optional[str] = None) -> List[Dict[str, object]]: + """Snapshot of every GPU in the cluster, free OR held. + + Joins the worker topology (``cluster/workers/.json::gpu_topology``) + with current claim files. Every GPU the cluster knows about produces + one row, with ``status="free"`` or ``status="held"``. Free GPUs carry + empty ``holder``/``job_id``; held GPUs carry the claim metadata plus + lease remaining. + + If ``node_id`` is given, restrict to that node. GPUs referenced by a + claim file but missing from the worker's topology (e.g. worker record + deleted mid-run) are still reported so leases aren't silently lost. + """ + # Lazy import to avoid circular dependency at module load. + from . import worker_registry + + now = time.time() + + # Collect the set of nodes to report. We union: + # (a) worker records (canonical GPU topology source), AND + # (b) scoreboard dirs that have claim files (covers the case where + # a worker record was deleted but a claim is still live). + nodes_topology: Dict[str, Dict[int, Dict[str, object]]] = {} + for w in worker_registry.list_workers(): + if node_id is not None and w.node_id != node_id: + continue + nodes_topology[w.node_id] = { + int(k): v for k, v in (w.gpu_topology or {}).items() + } + try: + for entry in paths.scoreboard_root().iterdir(): + if not entry.is_dir(): + continue + nid = entry.name + if node_id is not None and nid != node_id: + continue + nodes_topology.setdefault(nid, {}) + except OSError: + pass + + # Collect claim data per (node_id, gpu_idx). + claims_by_slot: Dict[Tuple[str, int], Dict[str, object]] = {} + for nid in nodes_topology: + d = paths.scoreboard_dir(nid) + try: + entries = list(d.iterdir()) + except OSError: + entries = [] + for entry in entries: + if not entry.name.startswith("gpu-") or not entry.name.endswith(".claim"): + continue + try: + idx = int(entry.name[len("gpu-"):-len(".claim")]) + except ValueError: + continue + claim = fs_primitives.read_claim(entry) + if claim is None: + continue + claims_by_slot[(nid, idx)] = claim + + # Emit one row per known GPU, plus rows for claim files whose GPU idx + # isn't in the topology (orphaned claim — shouldn't happen normally + # but must be surfaced so it can be released). + out: List[Dict[str, object]] = [] + for nid in sorted(nodes_topology): + topo = nodes_topology[nid] + all_idxs = set(topo.keys()) | { + idx for (n, idx) in claims_by_slot if n == nid + } + for idx in sorted(all_idxs): + claim = claims_by_slot.get((nid, idx)) + topo_entry = topo.get(idx, {}) or {} + if claim is None: + out.append({ + "node_id": nid, + "gpu_idx": idx, + "status": "free", + "gpu_name": topo_entry.get("name", ""), + "total_memory_mib": topo_entry.get("total_memory_mib", 0), + "holder": "", + "job_id": "", + "acquired_at": 0, + "acquired_ago_s": 0, + "lease_until": 0, + "lease_remaining_s": 0, + }) + continue + meta = fs_primitives.read_claim(gpu_meta_path(nid, idx)) or {} + lease_until = float(meta.get("lease_until", claim.get("lease_until", 0))) + out.append({ + "node_id": nid, + "gpu_idx": idx, + "status": "held", + "gpu_name": topo_entry.get("name", ""), + "total_memory_mib": topo_entry.get("total_memory_mib", 0), + "holder": claim.get("holder", ""), + "job_id": claim.get("job_id", ""), + "acquired_at": float(claim.get("acquired_at", 0)), + "acquired_ago_s": max(0.0, now - float(claim.get("acquired_at", 0))), + "lease_until": lease_until, + "lease_remaining_s": max(0.0, lease_until - now), + }) + return out + + +def _maybe_reap_stale(slot: Slot) -> bool: + """If the existing claim on ``slot`` is past lease AND holder heartbeat is + stale, break it. Returns True if the slot is now free. + + This is the inline stale-reap path used during acquire_gpus to avoid + waiting forever for a dead holder. + """ + claim = fs_primitives.read_claim(gpu_claim_path(slot[0], slot[1])) + if claim is None: + return True + meta = fs_primitives.read_claim(gpu_meta_path(slot[0], slot[1])) or {} + lease_until = float(meta.get("lease_until", claim.get("lease_until", 0))) + if time.time() < lease_until: + return False + holder = str(claim.get("holder", "")) + if holder: + from . import worker_registry + if not fs_primitives.is_stale_heartbeat( + paths.worker_heartbeat(holder), + stale_after_s=worker_registry.STALE_AFTER_S, + ): + return False + _break_claim_unconditional(slot) + return True diff --git a/metainfer/cluster/sdk.py b/metainfer/cluster/sdk.py new file mode 100644 index 00000000..48a2cb68 --- /dev/null +++ b/metainfer/cluster/sdk.py @@ -0,0 +1,431 @@ +"""High-level Python SDK for orchestrators and Agents. + +Wraps the lower-level primitives into one-call patterns: + +- :class:`RemoteJob` — context manager that acquires GPU slots, submits a job, + awaits result, and always releases in ``finally``. The recommended primitive. + +- :func:`submit_script` / :func:`submit_agent` — sugar over RemoteJob. + +- :func:`submit_pp2_ranks` — convenience for the PP2 (pipeline-parallel 2-rank) + pattern: submits two jobs to two workers simultaneously with torch.distributed + rendezvous env injected (RANK/WORLD_SIZE/MASTER_ADDR/MASTER_PORT). + +- :func:`tail_stdout` / :func:`tail_stderr` — live log tailing. + +Typical orchestrator usage:: + + from metainfer.cluster.sdk import submit_script + + result = submit_script( + worker_node_id="workerA", + gpu_slots=[("workerA", 0)], + script_body="nvidia-smi && exit 0", + timeout_s=120, + ) + if result.status == "done" and result.exit_code == 0: + ... + +See ``docs/agent-sdk-guide.md`` for the full cookbook. +""" + +from __future__ import annotations + +import socket +import time +from dataclasses import dataclass +from pathlib import Path +from typing import Dict, Iterable, List, Optional, Tuple + +from . import mqueue, paths, scoreboard +from .queue_schema import JobResult, JobSpec +from .scoreboard import LeaseToken, Slot + + +# Default polling interval for read_result. Lower = snappier but more CPU. +DEFAULT_POLL_INTERVAL_S = 0.5 + + +# --------------------------------------------------------------------------- # +# Orchestrator node identity +# --------------------------------------------------------------------------- # +def _orchestrator_node_id() -> str: + """Best-effort node_id for the orchestrator process. Used as the holder + for scoreboard claims and the reply_to address. + + Honors ``METAINFER_NODE_ID`` (consistent with metainfer.server.paths.node_id). + """ + import os + return os.environ.get("METAINFER_NODE_ID") or socket.gethostname() + + +# --------------------------------------------------------------------------- # +# RemoteJob context manager +# --------------------------------------------------------------------------- # +class RemoteJob: + """Context manager wrapping acquire → submit → await → release. + + Usage:: + + with RemoteJob(spec) as awaited: + result = awaited.result # blocks until worker writes result + + Or with explicit polling:: + + with RemoteJob(spec, block=False) as job: + while not job.result_ready(): + tail = job.tail_stdout() + ... + result = job.collect_result() + + On context exit (or exception), the GPU slots are always released via + :func:`scoreboard.release_gpus`. + """ + + def __init__(self, spec: JobSpec, holder: Optional[str] = None, + lease_s: float = scoreboard.DEFAULT_LEASE_S, + acquire_deadline_s: float = scoreboard.DEFAULT_DEADLINE_S, + block: bool = True, + poll_interval_s: float = DEFAULT_POLL_INTERVAL_S) -> None: + # Fill in submitter if missing + if not spec.submitter: + spec.submitter = _orchestrator_node_id() + if not spec.worker_node_id: + raise ValueError("JobSpec.worker_node_id must be set") + self.spec = spec + self.holder = holder or spec.worker_node_id # default: worker holds the slot + self.lease_s = lease_s + self.acquire_deadline_s = acquire_deadline_s + self.block = block + self.poll_interval_s = poll_interval_s + + self._token: Optional[LeaseToken] = None + self._job_id: Optional[str] = None + self._result: Optional[JobResult] = None + self._slots_acquired: List[Slot] = [] + + def __enter__(self) -> "RemoteJob": + # 1. Acquire GPU slots (all-or-nothing). + if self.spec.gpu_slots: + self._token = scoreboard.acquire_gpus( + self.spec.gpu_slots, holder=self.holder, + job_id="", lease_s=self.lease_s, + deadline_s=self.acquire_deadline_s, + ) + if self._token is None: + raise TimeoutError( + f"could not acquire GPU slots {self.spec.gpu_slots} " + f"within {self.acquire_deadline_s}s" + ) + self._slots_acquired = list(self._token.slots) + # Update job_id in claim metadata once we have it + self.spec.gpu_slots = list(self._token.slots) + + # 2. Submit job. + self._job_id = mqueue.submit_job(self.spec) + # Backfill job_id into the claim metadata (best-effort) + if self._token is not None: + self._token.job_id = self._job_id + + return self + + def __exit__(self, exc_type, exc, tb) -> None: + self._release_slots() + + # ------------------------------------------------------------------ # + # Public + # ------------------------------------------------------------------ # + @property + def job_id(self) -> str: + """The job_id assigned at submit time. Raises if called pre-__enter__.""" + if self._job_id is None: + raise RuntimeError("job_id not available until __enter__") + return self._job_id + + @property + def token(self) -> Optional[LeaseToken]: + """The LeaseToken for acquired GPU slots (None if no slots or pre-enter).""" + return self._token + + def result_ready(self) -> bool: + """Non-blocking check: has the worker written a result yet?""" + if self._result is not None: + return True + r = mqueue.read_result(self.job_id, self.spec.submitter) + if r is not None: + self._result = r + return True + return False + + def collect_result(self, timeout_s: float = 0.0) -> Optional[JobResult]: + """Block up to ``timeout_s`` for the result. Returns None on timeout. + + While waiting, periodically runs the orchestrator-side orphan reaper + so that a dead worker surfaces as ``status=worker_dead`` rather than + blocking until the timeout elapses. + """ + if self._result is not None: + return self._result + deadline = time.time() + timeout_s if timeout_s > 0 else 0.0 + last_reap = 0.0 + while True: + r = mqueue.read_result(self.job_id, self.spec.submitter, + timeout_s=0, + poll_interval_s=self.poll_interval_s) + if r is not None: + self._result = r + return r + # Run orphan reaper every ~5s to surface dead-worker results. + now = time.time() + if now - last_reap >= 5.0: + try: + mqueue.reap_orphaned_submissions(self.spec.submitter, grace_s=0.0) + except Exception: # noqa: BLE001 — reaper is best-effort + pass + last_reap = now + if timeout_s <= 0: + return None + if now >= deadline: + return None + time.sleep(self.poll_interval_s) + + def tail_stdout(self, offset: int = 0) -> bytes: + """Read stdout.log from ``offset``. Returns bytes (may be empty).""" + return tail_stdout(self.job_id, self.spec.worker_node_id, offset) + + def tail_stderr(self, offset: int = 0) -> bytes: + """Read stderr.log from ``offset``. Returns bytes (may be empty).""" + return tail_stderr(self.job_id, self.spec.worker_node_id, offset) + + # ------------------------------------------------------------------ # + # Internals + # ------------------------------------------------------------------ # + def _release_slots(self) -> None: + if self._token is None: + return + try: + scoreboard.release_gpus(self._token) + finally: + self._token = None + self._slots_acquired = [] + + +# --------------------------------------------------------------------------- # +# Convenience wrappers +# --------------------------------------------------------------------------- # +def submit_script( + worker_node_id: str, + script_body: str, + gpu_slots: Optional[Iterable[Slot]] = None, + timeout_s: float = 1800.0, + env: Optional[Dict[str, str]] = None, + cwd: str = "", + holder: Optional[str] = None, + lease_s: float = scoreboard.DEFAULT_LEASE_S, + acquire_deadline_s: float = scoreboard.DEFAULT_DEADLINE_S, + block: bool = True, +) -> Tuple[str, Optional[JobResult]]: + """Submit a script job and (optionally) block for the result. + + Returns ``(job_id, result)``. ``result`` is None if ``block=False`` or if + the worker hasn't produced a result yet (shouldn't happen with block=True + and reasonable timeout). + """ + spec = JobSpec( + type="script", + worker_node_id=worker_node_id, + script_body=script_body, + gpu_slots=list(gpu_slots) if gpu_slots else [], + timeout_s=timeout_s, + env=env or {}, + cwd=cwd, + ) + with RemoteJob(spec, holder=holder, lease_s=lease_s, + acquire_deadline_s=acquire_deadline_s, block=block) as job: + if not block: + return job.job_id, None + # Block up to timeout + grace for the worker to finish + result = job.collect_result(timeout_s=timeout_s + 60) + return job.job_id, result + + +def submit_agent( + worker_node_id: str, + prompt_body: str, + gpu_slots: Optional[Iterable[Slot]] = None, + timeout_s: float = 1800.0, + env: Optional[Dict[str, str]] = None, + cwd: str = "", + holder: Optional[str] = None, + lease_s: float = scoreboard.DEFAULT_LEASE_S, + acquire_deadline_s: float = scoreboard.DEFAULT_DEADLINE_S, + block: bool = True, +) -> Tuple[str, Optional[JobResult]]: + """Submit an agent job (worker runs ccb with the prompt). See :func:`submit_script`.""" + spec = JobSpec( + type="agent", + worker_node_id=worker_node_id, + prompt_body=prompt_body, + gpu_slots=list(gpu_slots) if gpu_slots else [], + timeout_s=timeout_s, + env=env or {}, + cwd=cwd, + ) + with RemoteJob(spec, holder=holder, lease_s=lease_s, + acquire_deadline_s=acquire_deadline_s, block=block) as job: + if not block: + return job.job_id, None + result = job.collect_result(timeout_s=timeout_s + 60) + return job.job_id, result + + +# --------------------------------------------------------------------------- # +# PP2 multi-rank convenience +# --------------------------------------------------------------------------- # +@dataclass +class PP2RankSpec: + """Per-rank spec for ``submit_pp2_ranks``: which worker + GPU(s) run this + rank, and the shell command to launch it. The SDK injects ``RANK``/ + ``WORLD_SIZE``/``MASTER_ADDR``/``MASTER_PORT`` env vars automatically. + + ``gpu_indices`` is the modern field — pass one or more GPU indices per + rank. For multi-GPU TP-per-rank, pass e.g. ``[0, 1, 2, 3]``; the SDK + acquires all those slots and sets ``NPROC_PER_NODE`` / ``LOCAL_RANK`` + accordingly. ``gpu_idx`` (singular) is kept for back-compat and + treated as ``[gpu_idx]`` when ``gpu_indices`` is None. + """ + worker_node_id: str + command: str # shell command to run as this rank (passed as script body) + gpu_idx: Optional[int] = None # back-compat: single-GPU rank + gpu_indices: Optional[List[int]] = None # multi-GPU rank (TP-per-rank) + + def resolved_slots(self) -> List[Slot]: + """All GPU slots this rank needs, as ``(worker_node_id, idx)`` tuples.""" + if self.gpu_indices is not None: + idxs = list(self.gpu_indices) + elif self.gpu_idx is not None: + idxs = [self.gpu_idx] + else: + raise ValueError( + "PP2RankSpec requires gpu_idx or gpu_indices " + f"(worker={self.worker_node_id!r})" + ) + return [(self.worker_node_id, i) for i in idxs] + + +def submit_pp2_ranks( + rank0: PP2RankSpec, + rank1: PP2RankSpec, + master_port: int = 29500, + master_addr: Optional[str] = None, + timeout_s: float = 1800.0, + extra_env: Optional[Dict[str, str]] = None, + holder: Optional[str] = None, +) -> Tuple[str, str, Optional[JobResult], Optional[JobResult]]: + """Submit two rank jobs simultaneously for PP2 distributed testing. + + Both jobs get torch.distributed rendezvous env injected. The full env + matrix per rank: + + RANK, NODE_RANK — 0 / 1 (one per pipeline stage) + WORLD_SIZE — sum of NPROC_PER_NODE across both ranks + NNODES — always 2 (PP2 = 2 pipeline stages = 2 nodes) + NPROC_PER_NODE — len(rank.gpu_indices); 1 for single-GPU ranks + TP_SIZE_PER_NODE — same as NPROC_PER_NODE (local tensor parallel) + LOCAL_RANK — 0 for the rank's primary process; for multi- + GPU ranks the launched command itself is + responsible for spawning one subprocess per + local rank (e.g. via torchrun or sglang's + own launcher). The SDK only sets the env. + MASTER_ADDR — rank0's worker hostname (unless overridden) + MASTER_PORT — from ``master_port`` + + Jobs are submitted non-blocking; then both are awaited. Returns + ``(job_id_0, job_id_1, result_0, result_1)``. + + Per the user's design choice, the ranks are NOT synchronized by the + orchestrator — the script on each worker is responsible for retrying + ``init_process_group`` until both sides connect. + """ + rank0_worker_hostname = master_addr or _lookup_hostname(rank0.worker_node_id) + nproc0 = len(rank0.resolved_slots()) + nproc1 = len(rank1.resolved_slots()) + world_size = nproc0 + nproc1 + common_env = { + "WORLD_SIZE": str(world_size), + "NNODES": "2", + "MASTER_ADDR": rank0_worker_hostname, + "MASTER_PORT": str(master_port), + **(extra_env or {}), + } + + def _build(rank: PP2RankSpec, rank_idx: int) -> Tuple[JobSpec, Dict[str, str]]: + nproc = len(rank.resolved_slots()) + env = dict(common_env) + env["RANK"] = str(rank_idx) + env["NODE_RANK"] = str(rank_idx) + env["LOCAL_RANK"] = "0" + env["NPROC_PER_NODE"] = str(nproc) + env["TP_SIZE_PER_NODE"] = str(nproc) + spec = JobSpec( + type="script", + worker_node_id=rank.worker_node_id, + script_body=rank.command, + gpu_slots=rank.resolved_slots(), + timeout_s=timeout_s, + env=env, + ) + return spec, env + + spec0, _ = _build(rank0, 0) + spec1, _ = _build(rank1, 1) + + # Submit both as RemoteJobs (acquires slots), then await both. + job0 = RemoteJob(spec0, holder=holder) + job1 = RemoteJob(spec1, holder=holder) + # Enter both (acquires slots + submits) + job0.__enter__() + job1.__enter__() + try: + r0 = job0.collect_result(timeout_s=timeout_s + 60) + r1 = job1.collect_result(timeout_s=timeout_s + 60) + return job0.job_id, job1.job_id, r0, r1 + finally: + job0.__exit__(None, None, None) + job1.__exit__(None, None, None) + + +def _lookup_hostname(worker_node_id: str) -> str: + """Look up a worker's hostname from the registry.""" + from . import worker_registry + rec = worker_registry.read_worker(worker_node_id) + if rec is None: + return worker_node_id + return rec.hostname or worker_node_id + + +# --------------------------------------------------------------------------- # +# Log tailing +# --------------------------------------------------------------------------- # +def tail_stdout(job_id: str, worker_node_id: str, offset: int = 0) -> bytes: + """Read ``/stdout.log`` from ``offset``. Returns b"" if missing.""" + p = paths.job_dir(worker_node_id, job_id) / "stdout.log" + return _read_from_offset(p, offset) + + +def tail_stderr(job_id: str, worker_node_id: str, offset: int = 0) -> bytes: + """Read ``/stderr.log`` from ``offset``. Returns b"" if missing.""" + p = paths.job_dir(worker_node_id, job_id) / "stderr.log" + return _read_from_offset(p, offset) + + +def _read_from_offset(path: Path, offset: int) -> bytes: + try: + size = path.stat().st_size + except OSError: + return b"" + if size <= offset: + return b"" + with open(path, "rb") as f: + f.seek(offset) + return f.read() diff --git a/metainfer/cluster/tests/__init__.py b/metainfer/cluster/tests/__init__.py new file mode 100644 index 00000000..e69de29b diff --git a/metainfer/cluster/tests/test_fs_primitives.py b/metainfer/cluster/tests/test_fs_primitives.py new file mode 100644 index 00000000..b2e254a3 --- /dev/null +++ b/metainfer/cluster/tests/test_fs_primitives.py @@ -0,0 +1,203 @@ +"""Unit tests for metainfer.cluster.fs_primitives. + +Covers: +- atomic_write_text / atomic_write_json basic round-trip +- link_claim race: N threads, exactly one winner +- read_claim tolerates missing / corrupt files +- break_claim with and without expected_secret +- touch_heartbeat / is_stale_heartbeat semantics +""" + +from __future__ import annotations + +import json +import os +import threading +import time +from concurrent.futures import ThreadPoolExecutor +from pathlib import Path + +import pytest + +from metainfer.cluster.fs_primitives import ( + atomic_write_json, + atomic_write_text, + break_claim, + generate_secret, + is_stale_heartbeat, + link_claim, + read_claim, + touch_heartbeat, +) + + +# --------------------------------------------------------------------------- # +# atomic_write_text / atomic_write_json +# --------------------------------------------------------------------------- # +def test_atomic_write_text_round_trip(tmp_path: Path) -> None: + p = tmp_path / "f.txt" + atomic_write_text(p, "hello\nworld\n") + assert p.read_text() == "hello\nworld\n" + + +def test_atomic_write_json_round_trip(tmp_path: Path) -> None: + p = tmp_path / "f.json" + obj = {"b": 2, "a": 1, "nested": {"x": [1, 2, 3]}} + atomic_write_json(p, obj) + assert json.loads(p.read_text()) == obj + + +def test_atomic_write_concurrent_writers_no_collision(tmp_path: Path) -> None: + """N threads writing the same path with different content — each write must succeed + (no tmp-file collision); final content is one of the inputs.""" + p = tmp_path / "out.json" + N = 20 + + def writer(i: int) -> None: + atomic_write_json(p, {"i": i}) + + with ThreadPoolExecutor(max_workers=N) as ex: + list(ex.map(writer, range(N))) + + final = json.loads(p.read_text()) + assert final["i"] in set(range(N)) + # No leftover tmp files + assert not any(c.name.startswith(".out.json.") for c in tmp_path.iterdir()) + + +# --------------------------------------------------------------------------- # +# link_claim race +# --------------------------------------------------------------------------- # +def test_link_claim_first_call_wins_second_returns_false(tmp_path: Path) -> None: + target = tmp_path / "claim.json" + payload_a = {"holder": "A", "secret": "sa"} + payload_b = {"holder": "B", "secret": "sb"} + + assert link_claim(target, payload_a) is True + assert link_claim(target, payload_b) is False + + # Original payload preserved (B did not overwrite) + assert read_claim(target) == payload_a + + +def test_link_claim_concurrent_unique_winner(tmp_path: Path) -> None: + """N threads link_claim the same target — exactly one wins.""" + target = tmp_path / "race.json" + N = 30 + results: list[bool] = [] + lock = threading.Lock() + + def claim(i: int) -> None: + ok = link_claim(target, {"holder": f"h{i}", "secret": generate_secret()}) + with lock: + results.append(ok) + + with ThreadPoolExecutor(max_workers=N) as ex: + list(ex.map(claim, range(N))) + + assert sum(results) == 1, f"expected exactly 1 winner, got {sum(results)}" + + +def test_link_claim_cleans_up_tmp_files(tmp_path: Path) -> None: + target = tmp_path / "claim.json" + link_claim(target, {"holder": "h", "secret": "s"}) + # No tmp files leftover in parent dir + leftover = [c for c in tmp_path.iterdir() if c.name.startswith(".claim.json.")] + assert leftover == [] + + +# --------------------------------------------------------------------------- # +# read_claim robustness +# --------------------------------------------------------------------------- # +def test_read_claim_missing_returns_none(tmp_path: Path) -> None: + assert read_claim(tmp_path / "nope.json") is None + + +def test_read_claim_corrupt_returns_none(tmp_path: Path) -> None: + p = tmp_path / "bad.json" + p.write_text("{not json") + assert read_claim(p) is None + + +def test_read_claim_valid_payload(tmp_path: Path) -> None: + p = tmp_path / "ok.json" + atomic_write_json(p, {"k": "v"}) + assert read_claim(p) == {"k": "v"} + + +# --------------------------------------------------------------------------- # +# break_claim +# --------------------------------------------------------------------------- # +def test_break_claim_no_secret_unconditional(tmp_path: Path) -> None: + p = tmp_path / "c.json" + link_claim(p, {"secret": "abc"}) + assert break_claim(p) is True + assert not p.exists() + + +def test_break_claim_no_secret_idempotent(tmp_path: Path) -> None: + p = tmp_path / "c.json" + # File never existed + assert break_claim(p) is True + + +def test_break_claim_correct_secret(tmp_path: Path) -> None: + p = tmp_path / "c.json" + link_claim(p, {"secret": "abc"}) + assert break_claim(p, expected_secret="abc") is True + assert not p.exists() + + +def test_break_claim_wrong_secret_no_unlink(tmp_path: Path) -> None: + p = tmp_path / "c.json" + link_claim(p, {"secret": "abc"}) + assert break_claim(p, expected_secret="WRONG") is False + assert p.exists(), "claim must survive wrong-secret release attempt" + + +def test_break_claim_wrong_secret_missing_file_returns_true(tmp_path: Path) -> None: + # Already released — caller's secret is irrelevant. + p = tmp_path / "ghost.json" + assert break_claim(p, expected_secret="anything") is True + + +# --------------------------------------------------------------------------- # +# heartbeat +# --------------------------------------------------------------------------- # +def test_touch_heartbeat_creates_then_updates(tmp_path: Path) -> None: + h = tmp_path / "hb" + assert not h.exists() + touch_heartbeat(h) + assert h.exists() + m1 = h.stat().st_mtime + + time.sleep(0.05) + touch_heartbeat(h) + m2 = h.stat().st_mtime + assert m2 > m1, "second touch must advance mtime" + + +def test_is_stale_heartbeat_missing_is_stale(tmp_path: Path) -> None: + assert is_stale_heartbeat(tmp_path / "nope") is True + + +def test_is_stale_heartbeat_fresh_is_not_stale(tmp_path: Path) -> None: + h = tmp_path / "hb" + touch_heartbeat(h) + assert is_stale_heartbeat(h, stale_after_s=60) is False + + +def test_is_stale_heartbeat_old_is_stale(tmp_path: Path) -> None: + h = tmp_path / "hb" + touch_heartbeat(h) + # Backdate mtime by 120s + old = time.time() - 120 + os.utime(h, (old, old)) + assert is_stale_heartbeat(h, stale_after_s=60) is True + # Boundary: stale_after_s=200 should still consider it fresh + assert is_stale_heartbeat(h, stale_after_s=200) is False + + +def test_generate_secret_unique() -> None: + secrets = {generate_secret() for _ in range(100)} + assert len(secrets) == 100 diff --git a/metainfer/cluster/tests/test_mqueue.py b/metainfer/cluster/tests/test_mqueue.py new file mode 100644 index 00000000..835bf088 --- /dev/null +++ b/metainfer/cluster/tests/test_mqueue.py @@ -0,0 +1,261 @@ +"""Tests for metainfer.cluster.mqueue.""" + +from __future__ import annotations + +import json +import threading +import time +from concurrent.futures import ThreadPoolExecutor +from pathlib import Path +from typing import Optional + +import pytest + +from metainfer.cluster import mqueue, paths, scoreboard, worker_registry +from metainfer.cluster.queue_schema import JobResult, JobSpec + + +@pytest.fixture(autouse=True) +def _scratch_root(tmp_path: Path, monkeypatch) -> Path: + monkeypatch.setenv("METAINFER_ROOT", str(tmp_path)) + return tmp_path + + +def _make_spec(worker: str = "w0", submitter: str = "orch", + script_body: str = "echo hello\n", + timeout_s: float = 60.0) -> JobSpec: + return JobSpec( + type="script", + worker_node_id=worker, + submitter=submitter, + script_body=script_body, + timeout_s=timeout_s, + ) + + +# --------------------------------------------------------------------------- # +# Submit / consume / result round-trip +# --------------------------------------------------------------------------- # +def test_submit_creates_job_dir_atomically() -> None: + spec = _make_spec() + job_id = mqueue.submit_job(spec) + jdir = paths.job_dir("w0", job_id) + assert (jdir / "job.json").exists() + assert (jdir / "script.sh").read_text() == "echo hello\n" + assert (jdir / "status.json").exists() + # reply_to is populated + loaded = mqueue.read_job("w0", job_id) + assert loaded is not None + assert loaded.reply_to.endswith(f"replies/orch/{job_id}.result.json") + + +def test_submit_agent_writes_prompt_file() -> None: + spec = JobSpec(type="agent", worker_node_id="w0", submitter="orch", + prompt_body="do the thing") + job_id = mqueue.submit_job(spec) + jdir = paths.job_dir("w0", job_id) + assert (jdir / "prompt.txt").read_text() == "do the thing" + assert not (jdir / "script.sh").exists() + + +def test_consume_next_job_claims_and_returns_handle() -> None: + spec = _make_spec() + job_id = mqueue.submit_job(spec) + handle = mqueue.consume_next_job("w0", worker_pid=123) + assert handle is not None + assert handle.spec.job_id == job_id + assert handle.worker_pid == 123 + # claimed marker now exists + assert paths.job_claimed_marker(paths.job_dir("w0", job_id)).exists() + # status flipped to inflight + status = json.loads((paths.job_dir("w0", job_id) / "status.json").read_text()) + assert status["status"] == "inflight" + + +def test_consume_next_job_skips_already_claimed() -> None: + job_id = mqueue.submit_job(_make_spec()) + h1 = mqueue.consume_next_job("w0", worker_pid=1) + assert h1 is not None + h2 = mqueue.consume_next_job("w0", worker_pid=2) + assert h2 is None + + +def test_consume_returns_none_when_empty() -> None: + assert mqueue.consume_next_job("w0", worker_pid=1) is None + + +def test_write_then_read_result() -> None: + mqueue.submit_job(_make_spec()) + handle = mqueue.consume_next_job("w0", worker_pid=1) + assert handle is not None + + result = JobResult(job_id=handle.spec.job_id, status="done", + exit_code=0, duration_s=1.5) + mqueue.write_result(handle, result) + + out = mqueue.read_result(handle.spec.job_id, "orch") + assert out is not None + assert out.status == "done" + assert out.exit_code == 0 + assert out.duration_s == 1.5 + + +def test_read_result_blocks_then_returns(tmp_path: Path) -> None: + """read_result with timeout polls until result appears.""" + mqueue.submit_job(_make_spec()) + handle = mqueue.consume_next_job("w0", worker_pid=1) + assert handle is not None + + result_written: dict = {"done": False} + + def writer() -> None: + time.sleep(0.2) + mqueue.write_result(handle, JobResult(job_id=handle.spec.job_id, + status="done", exit_code=0)) + result_written["done"] = True + + threading.Thread(target=writer, daemon=True).start() + out = mqueue.read_result(handle.spec.job_id, "orch", timeout_s=2.0) + assert result_written["done"] is True + assert out is not None + assert out.status == "done" + + +# --------------------------------------------------------------------------- # +# Consume race +# --------------------------------------------------------------------------- # +def test_consume_race_unique_winner() -> None: + """Multiple worker threads try to consume the same single job. Exactly one wins.""" + job_id = mqueue.submit_job(_make_spec()) + winners: list[int] = [] + lock = threading.Lock() + + def consumer(pid: int) -> None: + h = mqueue.consume_next_job("w0", worker_pid=pid) + if h is not None: + with lock: + winners.append(pid) + + with ThreadPoolExecutor(max_workers=10) as ex: + list(ex.map(consumer, range(10))) + + assert len(winners) == 1 + + +# --------------------------------------------------------------------------- # +# Producer crash tolerance +# --------------------------------------------------------------------------- # +def test_consume_skips_partial_tmp_dir() -> None: + """A leftover .tmp dir from a crashed submit must not break consumption.""" + idir = paths.inbox_dir("w0") + leftover_tmp = idir / ".somejob.abc.tmp" + leftover_tmp.mkdir(parents=True) + + # Submit a real job in parallel + real_job = mqueue.submit_job(_make_spec()) + handle = mqueue.consume_next_job("w0", worker_pid=1) + assert handle is not None + assert handle.spec.job_id == real_job + + +def test_consume_skips_cancelled_job() -> None: + """A cancel.marker present before consumption makes the job unclaimable.""" + mqueue.submit_job(_make_spec()) + jdir = paths.job_dir("w0", _last_job_id("w0")) + paths.job_cancel_marker(jdir).write_text('{"reason":"test"}') + handle = mqueue.consume_next_job("w0", worker_pid=1) + assert handle is None + + +# --------------------------------------------------------------------------- # +# Orphan reaper +# --------------------------------------------------------------------------- # +def test_reap_orphaned_submissions_writes_worker_dead_result() -> None: + worker_registry.register_worker("w0", "ip", "h", "m", {}) + # Stale worker + hb = paths.worker_heartbeat("w0") + old = time.time() - 600 + import os as _os + _os.utime(hb, (old, old)) + + spec = _make_spec(timeout_s=0.1) + job_id = mqueue.submit_job(spec) + # Wait past timeout + grace. Force grace_s small. + time.sleep(0.2) + + reaped = mqueue.reap_orphaned_submissions("orch", grace_s=0.0) + assert job_id in reaped + + out = mqueue.read_result(job_id, "orch") + assert out is not None + assert out.status == "worker_dead" + + +def test_reap_skips_jobs_with_existing_result() -> None: + worker_registry.register_worker("w0", "ip", "h", "m", {}) + spec = _make_spec(timeout_s=0.1) + job_id = mqueue.submit_job(spec) + handle = mqueue.consume_next_job("w0", worker_pid=1) + assert handle is not None + mqueue.write_result(handle, JobResult(job_id=job_id, status="done", exit_code=0)) + time.sleep(0.2) + + reaped = mqueue.reap_orphaned_submissions("orch", grace_s=0.0) + assert job_id not in reaped + + +def test_reap_force_releases_scoreboard_slots() -> None: + """Orphan reaper must release GPU slots so they don't leak.""" + worker_registry.register_worker("w0", "ip", "h", "m", {0: {"uuid": "x"}}) + # Pre-acquire a slot in the name of this job (simulating orchestrator side) + tok = scoreboard.acquire_gpus([("w0", 0)], holder="orch", job_id="j", deadline_s=1.0) + assert tok is not None + + spec = _make_spec(timeout_s=0.1) + spec.gpu_slots = [("w0", 0)] + job_id = mqueue.submit_job(spec) + # Backdate submitted_at by editing job.json directly. + jdir = paths.job_dir("w0", job_id) + data = json.loads((jdir / "job.json").read_text()) + data["submitted_at"] = time.time() - 1000 + (jdir / "job.json").write_text(json.dumps(data)) + + reaped = mqueue.reap_orphaned_submissions("orch", grace_s=0.0) + assert job_id in reaped + # Slot now free (list_claims returns free rows too — filter to status=held) + claims = scoreboard.list_claims() + held = [c for c in claims if c["status"] == "held" + and c["node_id"] == "w0" and c["gpu_idx"] == 0] + assert held == [], "reaped slot must not show as held" + + +# --------------------------------------------------------------------------- # +# Reset +# --------------------------------------------------------------------------- # +def test_reset_queue_wipes_inbox() -> None: + mqueue.submit_job(_make_spec()) + mqueue.reset_queue("w0") + assert not any(paths.inbox_dir("w0").iterdir()) + + +def test_reset_reply_queue_wipes_results() -> None: + spec = _make_spec() + job_id = mqueue.submit_job(spec) + handle = mqueue.consume_next_job("w0", worker_pid=1) + assert handle is not None + mqueue.write_result(handle, JobResult(job_id=job_id, status="done", exit_code=0)) + assert paths.result_path("orch", job_id).exists() + + mqueue.reset_reply_queue("orch") + assert not paths.result_path("orch", job_id).exists() + + +# --------------------------------------------------------------------------- # +# Helpers +# --------------------------------------------------------------------------- # +def _last_job_id(worker: str) -> str: + idir = paths.inbox_dir(worker) + for entry in sorted(idir.iterdir(), reverse=True): + if entry.is_dir() and not entry.name.startswith("."): + return entry.name + raise AssertionError("no jobs in inbox") diff --git a/metainfer/cluster/tests/test_scoreboard.py b/metainfer/cluster/tests/test_scoreboard.py new file mode 100644 index 00000000..3e1f7635 --- /dev/null +++ b/metainfer/cluster/tests/test_scoreboard.py @@ -0,0 +1,305 @@ +"""Tests for metainfer.cluster.scoreboard. + +Critical invariants verified: +- Concurrent same-slot acquirers: exactly one wins per round. +- Multi-slot all-or-nothing: partial acquisition triggers rollback. +- Cross-set concurrent acquirers: never two holders of the same GPU. +- Lease expiry + heartbeat-stale → reaper frees slot. +- Secret-verified release: wrong-secret release does NOT unlink. +""" + +from __future__ import annotations + +import os +import threading +import time +from concurrent.futures import ThreadPoolExecutor +from pathlib import Path +from typing import List, Tuple + +import pytest + +from metainfer.cluster import paths, scoreboard, worker_registry +from metainfer.cluster.scoreboard import LeaseToken, Slot + + +@pytest.fixture(autouse=True) +def _scratch_root(tmp_path: Path, monkeypatch) -> Path: + monkeypatch.setenv("METAINFER_ROOT", str(tmp_path)) + return tmp_path + + +# Helper: register a fake worker so heartbeat lookups during reap succeed. +def _register_worker(node_id: str) -> None: + worker_registry.register_worker(node_id, "ip", "h", "m", {0: {"uuid": "x"}}) + + +# --------------------------------------------------------------------------- # +# Single-slot basics +# --------------------------------------------------------------------------- # +def test_acquire_release_round_trip() -> None: + _register_worker("n0") + tok = scoreboard.acquire_gpus([("n0", 0)], holder="t1", job_id="j1", deadline_s=2.0) + assert tok is not None + assert tok.slots == [("n0", 0)] + + # Second acquirer fails quickly (slot held, holder alive). + tok2 = scoreboard.acquire_gpus([("n0", 0)], holder="t2", job_id="j2", + deadline_s=0.5) + assert tok2 is None + + scoreboard.release_gpus(tok) + # Now acquirer 2 can succeed. + tok3 = scoreboard.acquire_gpus([("n0", 0)], holder="t2", job_id="j2", + deadline_s=2.0) + assert tok3 is not None + + +def test_concurrent_same_slot_unique_winner() -> None: + _register_worker("n0") + N = 15 + winners: List[str] = [] + lock = threading.Lock() + tokens: List[LeaseToken] = [] + + def acquirer(i: int) -> None: + tok = scoreboard.acquire_gpus([("n0", 0)], holder=f"h{i}", job_id=f"j{i}", + deadline_s=2.0) + if tok is not None: + with lock: + winners.append(f"h{i}") + tokens.append(tok) + + with ThreadPoolExecutor(max_workers=N) as ex: + list(ex.map(acquirer, range(N))) + + assert len(winners) == 1, f"exactly one winner, got {winners}" + scoreboard.release_gpus(tokens[0]) + + +# --------------------------------------------------------------------------- # +# Multi-slot all-or-nothing +# --------------------------------------------------------------------------- # +def test_multi_slot_all_acquired() -> None: + _register_worker("n0") + _register_worker("n1") + tok = scoreboard.acquire_gpus([("n0", 0), ("n1", 0)], holder="h", job_id="j", + deadline_s=2.0) + assert tok is not None + assert set(tok.slots) == {("n0", 0), ("n1", 0)} + scoreboard.release_gpus(tok) + + +def test_multi_slot_partial_rolls_back() -> None: + """If one slot in a set is already held, all other acquired slots must roll back.""" + _register_worker("n0") + _register_worker("n1") + + # Pre-acquire n1:0 by someone else. + blocker = scoreboard.acquire_gpus([("n1", 0)], holder="blocker", job_id="b", + deadline_s=2.0) + assert blocker is not None + + # Now try to acquire n0:0 + n1:0 — should fail (deadline too short for retry + # to succeed since blocker holds n1:0 indefinitely). + tok = scoreboard.acquire_gpus([("n0", 0), ("n1", 0)], holder="h", job_id="j", + deadline_s=0.5) + assert tok is None + + # Critical assertion: n0:0 must NOT be left held by failed acquirer. + # list_claims now returns free GPUs too — filter to status=held. + claim = scoreboard.list_claims() + held = [(c["node_id"], c["gpu_idx"]) for c in claim if c["status"] == "held"] + assert ("n0", 0) not in held, "failed acquire must not leak held slot" + assert ("n1", 0) in held, "blocker's slot must still be held" + + scoreboard.release_gpus(blocker) + + +# --------------------------------------------------------------------------- # +# Cross-set concurrent acquirers — deadlock freedom + never-two-holders +# --------------------------------------------------------------------------- # +def test_cross_set_no_double_hold_under_contention() -> None: + """Two threads each try to acquire (A,B); assert never both succeed simultaneously + AND eventually both rounds complete without permanent hold.""" + _register_worker("n0") + _register_worker("n1") + + violation = {"count": 0} + hold_observed: List[int] = [] + lock = threading.Lock() + + def round_worker(rid: int) -> None: + tok = scoreboard.acquire_gpus([("n0", 0), ("n1", 0)], + holder=f"r{rid}", job_id=f"j{rid}", + deadline_s=3.0) + if tok is None: + return + with lock: + hold_observed.append(rid) + # Verify invariant: only THIS token holds the slots right now. + # Filter to status=held since list_claims now also returns free GPUs. + claims_now = scoreboard.list_claims() + held_now = [c for c in claims_now if c["status"] == "held"] + n0_holders = [c["holder"] for c in held_now if c["node_id"] == "n0" and c["gpu_idx"] == 0] + n1_holders = [c["holder"] for c in held_now if c["node_id"] == "n1" and c["gpu_idx"] == 0] + if len(n0_holders) > 1 or len(n1_holders) > 1: + violation["count"] += 1 + if n0_holders and n1_holders and n0_holders[0] != n1_holders[0]: + violation["count"] += 1 + # Hold briefly then release. + time.sleep(0.05) + scoreboard.release_gpus(tok) + + threads = [threading.Thread(target=round_worker, args=(i,)) for i in range(8)] + for t in threads: + t.start() + for t in threads: + t.join(timeout=10) + + assert violation["count"] == 0, "two holders of same slot observed — invariant violated" + # Sanity: at least 2 rounds succeeded. + assert len(hold_observed) >= 2 + + +def test_cross_set_opposite_orders_no_deadlock() -> None: + """Thread A acquires (n0:0, n1:0) in sorted order; Thread B acquires (n1:0, n0:0). + Sorted ordering means both threads acquire n0 first then n1 — no AB-BA deadlock.""" + _register_worker("n0") + _register_worker("n1") + + done = {"count": 0} + lock = threading.Lock() + + def worker(holder: str) -> None: + tok = scoreboard.acquire_gpus([("n0", 0), ("n1", 0)], + holder=holder, job_id=holder, + deadline_s=5.0) + if tok is not None: + time.sleep(0.05) + scoreboard.release_gpus(tok) + with lock: + done["count"] += 1 + + threads = [ + threading.Thread(target=worker, args=("A",)), + threading.Thread(target=worker, args=("B",)), + threading.Thread(target=worker, args=("C",)), + threading.Thread(target=worker, args=("D",)), + ] + for t in threads: + t.start() + for t in threads: + t.join(timeout=15) + + assert done["count"] == 4, f"all 4 must complete without deadlock, got {done['count']}" + + +# --------------------------------------------------------------------------- # +# Lease expiry + reap +# --------------------------------------------------------------------------- # +def test_reap_expired_claim_with_stale_heartbeat() -> None: + _register_worker("n0") + tok = scoreboard.acquire_gpus([("n0", 0)], holder="n0", job_id="j", + lease_s=0.1, deadline_s=2.0) + assert tok is not None + + # Simulate worker death: stale heartbeat + wait past lease. + hb = paths.worker_heartbeat("n0") + old = time.time() - 120 + os.utime(hb, (old, old)) + time.sleep(0.2) + + reaped = scoreboard.reap_expired_claims("n0") + assert ("n0", 0) in reaped + + # Slot is now free. + tok2 = scoreboard.acquire_gpus([("n0", 0)], holder="t2", job_id="j2", + deadline_s=1.0) + assert tok2 is not None + + +def test_reap_skips_when_heartbeat_fresh() -> None: + """Even if lease_until is past, a fresh heartbeat means worker may still renew.""" + _register_worker("n0") + tok = scoreboard.acquire_gpus([("n0", 0)], holder="n0", job_id="j", + lease_s=0.1, deadline_s=2.0) + assert tok is not None + time.sleep(0.2) + + # Heartbeat is fresh (worker just called touch_heartbeat during register). + reaped = scoreboard.reap_expired_claims("n0") + assert reaped == [], "fresh-heartbeat holder must not be reaped" + + +# --------------------------------------------------------------------------- # +# Secret verification +# --------------------------------------------------------------------------- # +def test_release_with_wrong_secret_does_not_unlink() -> None: + _register_worker("n0") + tok = scoreboard.acquire_gpus([("n0", 0)], holder="h", job_id="j", deadline_s=1.0) + assert tok is not None + + # Forge a token with the wrong secret but same slots. + forged = LeaseToken(holder="h", job_id="j", secret="WRONG", + slots=tok.slots, acquired_at=tok.acquired_at, + lease_until=tok.lease_until) + scoreboard.release_gpus(forged) + + # Original slot still held. + claims = scoreboard.list_claims() + held = [c for c in claims if c["status"] == "held"] + assert any(c["node_id"] == "n0" and c["gpu_idx"] == 0 for c in held) + + scoreboard.release_gpus(tok) + + +def test_force_release_unconditional() -> None: + _register_worker("n0") + tok = scoreboard.acquire_gpus([("n0", 0)], holder="h", job_id="j", deadline_s=1.0) + assert tok is not None + + existed = scoreboard.force_release(("n0", 0), reason="test") + assert existed is True + + claims = scoreboard.list_claims() + held = [c for c in claims if c["status"] == "held"] + assert all(not (c["node_id"] == "n0" and c["gpu_idx"] == 0) for c in held) + # list_claims should still REPORT the slot (as free) — that's the new + # behavior that makes the WebUI show full topology when idle. + free = [c for c in claims if c["status"] == "free"] + assert any(c["node_id"] == "n0" and c["gpu_idx"] == 0 for c in free), \ + "free GPUs must appear in list_claims so WebUI shows full topology" + + +def test_force_release_writes_cancel_marker(tmp_path: Path) -> None: + _register_worker("n0") + tok = scoreboard.acquire_gpus([("n0", 0)], holder="h", job_id="j", deadline_s=1.0) + assert tok is not None + + job_dir = tmp_path / "fakejob" + job_dir.mkdir() + scoreboard.force_release(("n0", 0), reason="admin-kill", cancel_job_dir=job_dir) + assert (job_dir / "cancel.marker").exists() + + +# --------------------------------------------------------------------------- # +# Renew lease +# --------------------------------------------------------------------------- # +def test_renew_lease_extends_meta() -> None: + _register_worker("n0") + tok = scoreboard.acquire_gpus([("n0", 0)], holder="h", job_id="j", + lease_s=10.0, deadline_s=1.0) + assert tok is not None + original = tok.lease_until + + ok = scoreboard.renew_lease(tok, extra_s=100.0) + assert ok is True + assert tok.lease_until > original + + # Meta file reflects the new lease. + meta = scoreboard.fs_primitives.read_claim(paths.gpu_meta_path("n0", 0)) + assert meta is not None + assert float(meta["lease_until"]) >= original + 50 + + scoreboard.release_gpus(tok) diff --git a/metainfer/cluster/tests/test_sdk.py b/metainfer/cluster/tests/test_sdk.py new file mode 100644 index 00000000..c360f09c --- /dev/null +++ b/metainfer/cluster/tests/test_sdk.py @@ -0,0 +1,178 @@ +"""Tests for metainfer.cluster.sdk. + +Uses FakeWorker as the remote side — no real subprocesses needed for most paths. +""" + +from __future__ import annotations + +import time +from pathlib import Path + +import pytest + +from metainfer.cluster import paths, sdk, worker_registry +from metainfer.cluster.queue_schema import JobResult +from metainfer.testing.fake_worker import FakeWorker + + +@pytest.fixture(autouse=True) +def _scratch_root(tmp_path: Path, monkeypatch) -> Path: + monkeypatch.setenv("METAINFER_ROOT", str(tmp_path)) + return tmp_path + + +# --------------------------------------------------------------------------- # +# submit_script +# --------------------------------------------------------------------------- # +def test_submit_script_blocks_until_result() -> None: + fake = FakeWorker(node_id="w0") + fake.register() + fake.start_background() + + job_id, result = sdk.submit_script( + worker_node_id="w0", + script_body="echo hi\n", + timeout_s=5.0, + ) + assert job_id + assert result is not None + assert result.status == "done" + fake.stop() + + +def test_submit_script_no_gpu_slots_no_acquire() -> None: + """When gpu_slots is empty, no scoreboard claim is created.""" + fake = FakeWorker(node_id="w0") + fake.register() + fake.start_background() + + sdk.submit_script(worker_node_id="w0", script_body="echo hi\n", timeout_s=5.0) + + # No claims should exist + from metainfer.cluster import scoreboard + assert scoreboard.list_claims() == [] + fake.stop() + + +def test_submit_script_with_gpu_slot_acquires_and_releases() -> None: + fake = FakeWorker(node_id="w0") + fake.register() + fake.start_background() + + sdk.submit_script( + worker_node_id="w0", + script_body="echo hi\n", + gpu_slots=[("w0", 0)], + timeout_s=5.0, + ) + + from metainfer.cluster import scoreboard + # Slot must be released after the job finishes. + claims = scoreboard.list_claims() + assert all(not (c["node_id"] == "w0" and c["gpu_idx"] == 0) for c in claims), \ + "slot must be released after RemoteJob exits" + fake.stop() + + +def test_submit_script_acquire_failure_returns_none_no_leak() -> None: + """If a slot is held by someone else, acquire fails and we return cleanly. + + No slot leak, no orphan job in the queue.""" + + # Pre-acquire the slot + from metainfer.cluster import scoreboard + blocker = scoreboard.acquire_gpus([("w0", 0)], holder="other", job_id="b", + deadline_s=1.0) + assert blocker is not None + + with pytest.raises(TimeoutError): + sdk.submit_script( + worker_node_id="w0", + script_body="echo hi\n", + gpu_slots=[("w0", 0)], + timeout_s=1.0, + acquire_deadline_s=0.5, + ) + + # No new claim, blocker still holds. + claims = scoreboard.list_claims() + holders = [c["holder"] for c in claims if c["node_id"] == "w0" and c["gpu_idx"] == 0] + assert holders == ["other"] + + +# --------------------------------------------------------------------------- # +# Timeout path +# --------------------------------------------------------------------------- # +def test_submit_script_result_status_timeout_when_worker_unresponsive() -> None: + """Worker doesn't process the job — orchestrator's reap_orphaned_submissions + eventually produces a synthetic result.""" + # Register worker but never start the daemon — heartbeat goes stale. + # Stale the heartbeat immediately + import os as _os + worker_registry.register_worker("w0", "10.0.0.1", "w0", "m", + {0: {"uuid": "x"}}) + hb = paths.worker_heartbeat("w0") + old = time.time() - 600 + _os.utime(hb, (old, old)) + + # Don't start FakeWorker — job stays pending. + # block=True: RemoteJob's inline reaper must surface worker_dead within ~5s. + job_id, result = sdk.submit_script( + worker_node_id="w0", + script_body="echo hi\n", + gpu_slots=[("w0", 0)], + timeout_s=0.1, + acquire_deadline_s=1.0, + # Override poll interval to make the test snappy + ) + + # The inline reaper inside RemoteJob.collect_result should have written + # a synthetic worker_dead result; submit_script returns it. + assert result is not None, "expected synthetic result from inline reaper" + assert result.status == "worker_dead" + assert result.job_id == job_id + + +# --------------------------------------------------------------------------- # +# Log tailing +# --------------------------------------------------------------------------- # +def test_tail_stdout_returns_streamed_output() -> None: + """FakeWorker writes to stdout.log; tail_stdout reads it.""" + fake = FakeWorker(node_id="w0") + fake.register() + fake.start_background() + + job_id, _ = sdk.submit_script( + worker_node_id="w0", + script_body="echo hi\n", + timeout_s=5.0, + ) + # Give worker a moment + time.sleep(0.2) + + out = sdk.tail_stdout(job_id, "w0") + assert b"fake-worker" in out # FakeWorker writes this line + + fake.stop() + + +# --------------------------------------------------------------------------- # +# Non-blocking submit +# --------------------------------------------------------------------------- # +def test_submit_script_non_blocking_returns_immediately() -> None: + fake = FakeWorker(node_id="w0") + fake.register() + fake.start_background() + + job_id, result = sdk.submit_script( + worker_node_id="w0", + script_body="echo hi\n", + timeout_s=5.0, + block=False, + ) + assert job_id + assert result is None # non-blocking + + # Eventually completes + assert fake.wait_for_jobs(expected=1, timeout_s=2.0) + fake.stop() diff --git a/metainfer/cluster/tests/test_worker_registry.py b/metainfer/cluster/tests/test_worker_registry.py new file mode 100644 index 00000000..85d335f1 --- /dev/null +++ b/metainfer/cluster/tests/test_worker_registry.py @@ -0,0 +1,182 @@ +"""Tests for metainfer.cluster.worker_registry.""" + +from __future__ import annotations + +import json +import os +import time +from pathlib import Path + +import pytest + +from metainfer.cluster import paths, worker_registry + + +def test_register_then_read_round_trip(tmp_path: Path, monkeypatch) -> None: + monkeypatch.setenv("METAINFER_ROOT", str(tmp_path)) + # Recreate paths module dir state under the new root + topo = {0: {"uuid": "GPU-aaa", "name": "A100", "total_memory_mib": 40960, "pci_id": "0:1"}} + rec = worker_registry.register_worker( + node_id="worker-a", + ip="10.0.0.1", + hostname="worker-a.local", + mac="aa:bb:cc:dd:ee:ff", + gpu_topology=topo, + ) + assert rec.boot_id + + out = worker_registry.read_worker("worker-a") + assert out is not None + assert out.ip == "10.0.0.1" + assert out.gpu_topology[0]["uuid"] == "GPU-aaa" + + +def test_list_workers_deterministic_order(tmp_path: Path, monkeypatch) -> None: + monkeypatch.setenv("METAINFER_ROOT", str(tmp_path)) + for nid in ["c-node", "a-node", "b-node"]: + worker_registry.register_worker(nid, "ip", "h", "m", {}) + ids = [w.node_id for w in worker_registry.list_workers()] + assert ids == ["a-node", "b-node", "c-node"] + + +def test_is_worker_alive_fresh_vs_stale(tmp_path: Path, monkeypatch) -> None: + monkeypatch.setenv("METAINFER_ROOT", str(tmp_path)) + worker_registry.register_worker("w1", "ip", "h", "m", {}) + assert worker_registry.is_worker_alive("w1") is True + + # Backdate heartbeat to simulate stale worker + hb = paths.worker_heartbeat("w1") + old = time.time() - 120 + os.utime(hb, (old, old)) + assert worker_registry.is_worker_alive("w1") is False + + +def test_is_worker_alive_missing_record(tmp_path: Path, monkeypatch) -> None: + monkeypatch.setenv("METAINFER_ROOT", str(tmp_path)) + assert worker_registry.is_worker_alive("nope") is False + + +def test_reregister_overwrites_old_record(tmp_path: Path, monkeypatch) -> None: + monkeypatch.setenv("METAINFER_ROOT", str(tmp_path)) + worker_registry.register_worker("w1", "old-ip", "h", "m", {0: {"uuid": "old"}}) + first = worker_registry.read_worker("w1") + assert first.ip == "old-ip" + + # Re-register with new IP + topology + worker_registry.register_worker("w1", "new-ip", "h", "m", {0: {"uuid": "new"}, 1: {"uuid": "new2"}}) + second = worker_registry.read_worker("w1") + assert second.ip == "new-ip" + assert second.boot_id != first.boot_id, "re-registration must mint a fresh boot_id" + assert set(second.gpu_topology.keys()) == {0, 1} + + +def test_cold_restart_invariant(tmp_path: Path, monkeypatch) -> None: + """WebUI restart: no in-memory state. list_workers() must return same data.""" + monkeypatch.setenv("METAINFER_ROOT", str(tmp_path)) + worker_registry.register_worker("w1", "ip1", "h1", "m1", {0: {"uuid": "u1"}}) + worker_registry.register_worker("w2", "ip2", "h2", "m2", {}) + + # Snapshot + snap1 = [w.to_dict() for w in worker_registry.list_workers()] + + # Simulate webui restart: drop any caches and re-read + # (No caches exist in our impl — this is a contract assertion.) + snap2 = [w.to_dict() for w in worker_registry.list_workers()] + + assert snap1 == snap2 + assert {w["node_id"] for w in snap2} == {"w1", "w2"} + + +def test_read_worker_corrupt_returns_none(tmp_path: Path, monkeypatch) -> None: + monkeypatch.setenv("METAINFER_ROOT", str(tmp_path)) + rec_path = paths.worker_record("w1") + rec_path.parent.mkdir(parents=True, exist_ok=True) + rec_path.write_text("{broken") + assert worker_registry.read_worker("w1") is None + + +def test_gpu_topology_int_keys_preserved_through_json_round_trip( + tmp_path: Path, monkeypatch +) -> None: + """GPU indices must survive json string-key encoding back to int.""" + monkeypatch.setenv("METAINFER_ROOT", str(tmp_path)) + topo = {0: {"uuid": "a"}, 7: {"uuid": "b"}} + worker_registry.register_worker("w", "ip", "h", "m", topo) + # Inspect raw JSON to confirm string keys on disk + on_disk = json.loads(paths.worker_record("w").read_text()) + assert set(on_disk["gpu_topology"].keys()) == {"0", "7"} + # And reader restores int keys + rec = worker_registry.read_worker("w") + assert set(rec.gpu_topology.keys()) == {0, 7} + + +def test_register_rejects_hostname_drift(tmp_path: Path, monkeypatch) -> None: + """Regression: a daemon with a mis-set METAINFER_NODE_ID must NOT clobber + the real worker's record. Previously register_worker was unconditional + overwrite — a daemon on host B with METAINFER_NODE_ID=A would silently + overwrite A's hostname/IP/MAC with B's, corrupting PP2 rendezvous and + scoreboard slot ownership. The fix: refuse the second registration.""" + monkeypatch.setenv("METAINFER_ROOT", str(tmp_path)) + # Legit first registration: worker21 on host worker21 + worker_registry.register_worker( + "worker21", ip="10.18.17.66", hostname="worker21", + mac="aa:bb:cc:dd:ee:66", gpu_topology={}, + ) + # Imposter: a daemon on host worker25 self-identifies as worker21 + with pytest.raises(worker_registry.WorkerIdentityConflict) as ei: + worker_registry.register_worker( + "worker21", ip="10.18.17.73", hostname="worker25", + mac="aa:bb:cc:dd:ee:73", gpu_topology={}, + ) + assert "worker21" in str(ei.value) + assert "worker25" in str(ei.value) + # SSOT preserved: worker21.json still says worker21/10.18.17.66 + rec = worker_registry.read_worker("worker21") + assert rec.hostname == "worker21" + assert rec.ip == "10.18.17.66" + assert rec.mac == "aa:bb:cc:dd:ee:66" + # Conflict forensics written for operator audit + conflicts = list(paths.workers_dir().glob("worker21.conflict.*.json")) + assert len(conflicts) == 1 + payload = json.loads(conflicts[0].read_text()) + assert payload["existing_record"]["hostname"] == "worker21" + assert payload["attempted_overwrite"]["hostname"] == "worker25" + + +def test_register_allows_cold_restart_same_hostname(tmp_path: Path, monkeypatch) -> None: + """Cold restart on the same box is the legit re-registration path — must + not be blocked by the identity-drift check.""" + monkeypatch.setenv("METAINFER_ROOT", str(tmp_path)) + worker_registry.register_worker( + "worker21", ip="10.18.17.66", hostname="worker21", + mac="aa:bb:cc:dd:ee:66", gpu_topology={0: {"uuid": "x"}}, + ) + # Daemon restarts on same box: same hostname, new boot_id + worker_registry.register_worker( + "worker21", ip="10.18.17.66", hostname="worker21", + mac="aa:bb:cc:dd:ee:66", gpu_topology={0: {"uuid": "x"}}, + ) + rec = worker_registry.read_worker("worker21") + assert rec.hostname == "worker21" + + +def test_register_allows_explicit_rehome_after_json_delete( + tmp_path: Path, monkeypatch +) -> None: + """If a box is genuinely re-homed (new hostname for the same node_id), + the operator path is: delete the JSON, then re-register. This keeps the + re-homing visible in filesystem history rather than silent.""" + monkeypatch.setenv("METAINFER_ROOT", str(tmp_path)) + worker_registry.register_worker( + "worker21", ip="10.18.17.66", hostname="worker21", + mac="aa:bb:cc:dd:ee:66", gpu_topology={}, + ) + # Explicit operator action: clear the record + paths.worker_record("worker21").unlink() + # Now re-registration with a different hostname is allowed + worker_registry.register_worker( + "worker21", ip="10.18.17.99", hostname="worker21-new", + mac="aa:bb:cc:dd:ee:99", gpu_topology={}, + ) + rec = worker_registry.read_worker("worker21") + assert rec.hostname == "worker21-new" diff --git a/metainfer/cluster/topology.py b/metainfer/cluster/topology.py new file mode 100644 index 00000000..68c4b5fd --- /dev/null +++ b/metainfer/cluster/topology.py @@ -0,0 +1,140 @@ +"""GPU topology detection for worker registration. + +Reports per-GPU identity (uuid, name, memory, pci bus) at worker startup so the +scoreboard can address GPU slots by logical index. The index used by +``CUDA_VISIBLE_DEVICES`` matches the index reported here. + +Two backends: +- NVIDIA: ``nvidia-smi --query-gpu=index,uuid,name,memory.total,pci.bus_id`` +- AMD ROCm: ``rocm-smi --showproductname`` + parse (less structured; best-effort) + +If neither tool is on PATH, returns an empty dict — the worker can still run +CPU-only jobs. +""" + +from __future__ import annotations + +import shutil +import subprocess +from typing import Dict + + +def detect_gpu_topology() -> Dict[int, Dict[str, object]]: + """Return ``{gpu_index: {uuid, name, total_memory_mib, pci_id}}``. + + Indexes are integers (0-based) matching ``nvidia-smi``'s reported index. + On ROCm, where the concept of "index" is less canonical, we use the + rendering-card index from the ordered list returned by ``rocm-smi``. + + Empty dict means no GPU detected. The caller (worker registration) still + records the worker — it just won't be selectable for GPU-slot acquires. + """ + nvidia = shutil.which("nvidia-smi") + if nvidia: + return _detect_nvidia(nvidia) + rocm = shutil.which("rocm-smi") or _find_rocm_smi_fallback() + if rocm: + return _detect_rocm(rocm) + return {} + + +def _find_rocm_smi_fallback() -> str | None: + """Mirror metainfer.orchestrator.gpu_preflight._find_rocm_smi without importing it. + + We avoid the import to keep ``metainfer.cluster`` free of dependencies on + ``metainfer.orchestrator`` (orchestrator is a higher layer). + """ + import os + for cand in ("/opt/dtk/bin/rocm-smi", "/usr/bin/rocm-smi"): + if os.path.exists(cand) and os.access(cand, os.X_OK): + return cand + return None + + +def _detect_nvidia(nvidia_smi: str) -> Dict[int, Dict[str, object]]: + try: + proc = subprocess.run( + [nvidia_smi, + "--query-gpu=index,uuid,name,memory.total,pci.bus_id", + "--format=csv,noheader,nounits"], + capture_output=True, text=True, timeout=10, + ) + except (subprocess.SubprocessError, OSError): + return {} + + topo: Dict[int, Dict[str, object]] = {} + for line in proc.stdout.splitlines(): + parts = [c.strip() for c in line.split(",")] + if len(parts) < 5: + continue + try: + idx = int(parts[0]) + except ValueError: + continue + # memory.total comes back as "24576" (Mib) with nounits + try: + mem_mib = int(parts[3]) + except ValueError: + mem_mib = 0 + topo[idx] = { + "uuid": parts[1], + "name": parts[2], + "total_memory_mib": mem_mib, + "pci_id": parts[4], + } + return topo + + +def _detect_rocm(rocm_smi: str) -> Dict[int, Dict[str, object]]: + """Best-effort ROCm topology via rocm-smi. + + Format varies across versions. We try ``--showproductname --json`` first + (newer builds), fall back to plain text parsing. + """ + # Try JSON output (modern rocm-smi). + try: + proc = subprocess.run( + [rocm_smi, "--showproductname", "--json"], + capture_output=True, text=True, timeout=10, + ) + if proc.returncode == 0 and proc.stdout.strip().startswith("{"): + import json + data = json.loads(proc.stdout) + topo: Dict[int, Dict[str, object]] = {} + for card_key, card_data in data.items(): + # card_key like "card0" + num = "".join(c for c in card_key if c.isdigit()) + if not num: + continue + idx = int(num) + topo[idx] = { + "uuid": str(card_data.get("GUID", card_key)), + "name": str(card_data.get("Card series", card_data.get("Card model", "unknown"))), + "total_memory_mib": _parse_rocm_mem(card_data.get("Memory total (RAM)")), + "pci_id": str(card_data.get("PCI Bus", "")), + } + return topo + except (subprocess.SubprocessError, OSError, ValueError): + pass + return {} + + +def _parse_rocm_mem(s: object) -> int: + """Parse strings like "16384MB" or "16 GiB" → MiB integer.""" + if not isinstance(s, str): + return 0 + s = s.strip() + # Strip common unit suffixes; result is interpreted as MiB. + for suffix in ("MiB", "MB", "GiB", "GB"): + if s.endswith(suffix): + try: + v = float(s[:-len(suffix)].strip()) + except ValueError: + return 0 + if suffix in ("GiB", "GB"): + v *= 1024 + return int(v) + try: + return int(float(s)) + except ValueError: + return 0 diff --git a/metainfer/cluster/worker_registry.py b/metainfer/cluster/worker_registry.py new file mode 100644 index 00000000..5c9e4467 --- /dev/null +++ b/metainfer/cluster/worker_registry.py @@ -0,0 +1,257 @@ +"""Worker registry — authoritative list of compute nodes available for remote jobs. + +Authority sources: + +- ``cluster/workers/.json`` — worker identity + GPU topology. Written by + the worker process on startup via :func:`register_worker`. Re-registration + overwrites the prior record (cold-start safe). **Never rewritten by heartbeat.** + +- ``cluster/workers/.heartbeat`` — mtime-only liveness file. Touched by + the worker every ``HEARTBEAT_INTERVAL_S`` seconds. Readers use + :func:`metainfer.cluster.fs_primitives.is_stale_heartbeat` to decide liveness. + +Derived state (computed at read time, not persisted): + +- ``is_worker_alive(node_id)`` — combines record existence with heartbeat freshness. + +This module is symmetric: webui server (for listing), workers (for registration), +and orchestrators (for host lookups) all read from the same files. +""" + +from __future__ import annotations + +import socket +import time +import uuid +from dataclasses import dataclass, field +from typing import Dict, List, Optional + +from . import fs_primitives +from . import paths + + +# Heartbeat interval: how often the worker touches its heartbeat file. Liveness +# readers should treat anything older than 4x this as stale (covers GC pauses, +# NFS hiccups, etc). +HEARTBEAT_INTERVAL_S = 15.0 +STALE_AFTER_S = 60.0 + + +@dataclass +class WorkerRecord: + """In-memory representation of ``cluster/workers/.json``.""" + node_id: str + ip: str + hostname: str + mac: str + gpu_topology: Dict[int, Dict[str, object]] = field(default_factory=dict) + registered_at: float = 0.0 + boot_id: str = "" + + def to_dict(self) -> Dict[str, object]: + """Serialize to a JSON-friendly dict (gpu_topology keys cast to str).""" + # JSON keys must be strings — gpu_topology dict has int keys. + topo_serializable = {str(k): v for k, v in self.gpu_topology.items()} + return { + "node_id": self.node_id, + "ip": self.ip, + "hostname": self.hostname, + "mac": self.mac, + "gpu_topology": topo_serializable, + "registered_at": self.registered_at, + "boot_id": self.boot_id, + } + + @classmethod + def from_dict(cls, d: Dict[str, object]) -> "WorkerRecord": + """Inverse of to_dict; casts gpu_topology keys back to int.""" + raw_topo = d.get("gpu_topology", {}) or {} + topo: Dict[int, Dict[str, object]] = {} + if isinstance(raw_topo, dict): + for k, v in raw_topo.items(): + try: + topo[int(k)] = dict(v) if isinstance(v, dict) else {} + except (ValueError, TypeError): + continue + return cls( + node_id=str(d.get("node_id", "")), + ip=str(d.get("ip", "")), + hostname=str(d.get("hostname", "")), + mac=str(d.get("mac", "")), + gpu_topology=topo, + registered_at=float(d.get("registered_at", 0.0)), + boot_id=str(d.get("boot_id", "")), + ) + + +class WorkerIdentityConflict(Exception): + """Raised when a registration would change the physical identity of an + existing worker record. + + Per SSOT, ``workers/.json`` is authoritative for "which physical + box is worker N". A daemon that shows up with ``METAINFER_NODE_ID=worker21`` + but ``hostname=worker25`` is either misconfigured or actively spoofing — + either way, letting it overwrite the record would corrupt the cluster map + (e.g. PP2 ranks would resolve to the wrong IP and rendezvous on the wrong + host). + + The caller (worker daemon) MUST treat this as a fatal startup error: log + the conflict, refuse to enter the main loop, and exit non-zero. Recovery + requires an operator decision — either fix the new daemon's env (unset the + wrong ``METAINFER_NODE_ID``), or explicitly clear the existing record if + the box genuinely re-homed. + """ + + +def _write_conflict_file(node_id: str, existing: WorkerRecord, + attempted: Dict[str, object]) -> None: + """Drop a sidecar ``.conflict..json`` recording the rejected overwrite. + + The conflict file is for forensic value only — it is never read back by + any runtime path. SSOT for the live record stays at ``.json``. + """ + import json as _json + ts = int(time.time()) + path = paths.workers_dir() / f"{node_id}.conflict.{ts}.json" + payload = { + "existing_record": existing.to_dict(), + "attempted_overwrite": attempted, + "rejected_at": ts, + "reason": ( + "register_worker refused to overwrite an existing worker record " + "with a different physical identity (hostname mismatch). If this " + "is a legitimate re-homing, delete workers/.json first." + ), + } + try: + path.parent.mkdir(parents=True, exist_ok=True) + path.write_text(_json.dumps(payload, indent=2), encoding="utf-8") + except OSError: + pass # best-effort forensics; never block the reject path + + +def register_worker( + node_id: str, + ip: str, + hostname: str, + mac: str, + gpu_topology: Dict[int, Dict[str, object]], +) -> WorkerRecord: + """Register (or re-register) a worker node. + + Writes ``workers/.json`` atomically and touches the initial + heartbeat. Safe to call repeatedly (cold restart path); each call generates + a fresh ``boot_id`` to disambiguate sessions. + + The JSON is the SSOT for identity + topology. Subsequent heartbeat touches + update only the ``.heartbeat`` file's mtime — never the JSON. + + Identity-drift rejection: if ``workers/.json`` already exists and + its ``hostname`` differs from the registering daemon's reported hostname, + the registration is refused (see :class:`WorkerIdentityConflict`). This + stops a daemon with a mis-set ``METAINFER_NODE_ID`` from clobbering a + real worker's record with another box's hostname/IP/MAC, which would + silently corrupt PP2 rendezvous and scoreboard slot ownership. + + The one legitimate re-homing path is explicit: delete the JSON first, + then register fresh. This makes the operator's intent visible in the + filesystem history instead of being silent overwrite-by-default. + """ + existing = read_worker(node_id) + if (existing is not None + and existing.hostname + and hostname + and existing.hostname != hostname): + _write_conflict_file(node_id, existing, { + "node_id": node_id, + "ip": ip, + "hostname": hostname, + "mac": mac, + }) + raise WorkerIdentityConflict( + f"refusing to re-register worker {node_id!r}: existing record " + f"has hostname={existing.hostname!r} (ip={existing.ip!r}), but " + f"this daemon reports hostname={hostname!r} (ip={ip!r}). " + f"A worker's physical identity (hostname/IP/MAC) must not change " + f"between re-registrations. Either fix the new daemon's " + f"METAINFER_NODE_ID / --hostname, or explicitly delete " + f"{paths.worker_record(node_id)} to re-home this node_id. " + f"Conflict details written to workers/{node_id}.conflict.*.json." + ) + + record = WorkerRecord( + node_id=node_id, + ip=ip, + hostname=hostname, + mac=mac, + gpu_topology=gpu_topology, + registered_at=time.time(), + boot_id=uuid.uuid4().hex, + ) + fs_primitives.atomic_write_json(paths.worker_record(node_id), record.to_dict()) + fs_primitives.touch_heartbeat(paths.worker_heartbeat(node_id)) + return record + + +def read_worker(node_id: str) -> Optional[WorkerRecord]: + """Read one worker's record. Returns None if missing or corrupt.""" + p = paths.worker_record(node_id) + data = fs_primitives.read_claim(p) # read_claim is generic JSON read + if data is None: + return None + try: + return WorkerRecord.from_dict(data) + except (TypeError, ValueError): + return None + + +def list_workers() -> List[WorkerRecord]: + """List all registered workers (alive and dead).""" + out: List[WorkerRecord] = [] + d = paths.workers_dir() + for entry in d.iterdir(): + if not entry.name.endswith(".json"): + continue + rec = read_worker(entry.stem) + if rec is not None: + out.append(rec) + # Deterministic order for stable UI / test output. + out.sort(key=lambda r: r.node_id) + return out + + +def is_worker_alive(node_id: str, stale_after_s: float = STALE_AFTER_S) -> bool: + """A worker is "alive" iff its record exists AND its heartbeat is fresh.""" + if read_worker(node_id) is None: + return False + return not fs_primitives.is_stale_heartbeat( + paths.worker_heartbeat(node_id), stale_after_s=stale_after_s + ) + + +def touch_heartbeat(node_id: str) -> None: + """Convenience wrapper for the worker daemon's main loop.""" + fs_primitives.touch_heartbeat(paths.worker_heartbeat(node_id)) + + +def detect_local_ip() -> str: + """Best-effort primary outbound IP. Used by worker if --ip not given.""" + try: + s = socket.socket(socket.AF_INET, socket.SOCK_DGRAM) + try: + # Doesn't actually connect, just picks the routing entry. + s.connect(("8.8.8.8", 80)) + return s.getsockname()[0] + finally: + s.close() + except OSError: + return "127.0.0.1" + + +def detect_local_mac() -> str: + """Best-effort primary MAC address. Empty string if unavailable.""" + import uuid as _uuid + try: + return _uuid.getnode().to_bytes(6, "big").hex(":") + except (AttributeError, TypeError): + return "" diff --git a/metainfer/orchestrator/_bootstrap.py b/metainfer/orchestrator/_bootstrap.py index d6ee77bc..22b1d68e 100644 --- a/metainfer/orchestrator/_bootstrap.py +++ b/metainfer/orchestrator/_bootstrap.py @@ -25,6 +25,7 @@ import json import os import signal +import socket import time from pathlib import Path from typing import Any, Callable, Dict, List, Optional @@ -76,11 +77,30 @@ def set_process_name(name: str) -> None: def write_pid_file(pid_file: Path, task_id: str) -> None: """Stamp the current PID + task_id so the WebUI can detect a live - orchestrator and offer kill/restart controls.""" + orchestrator and offer kill/restart controls. + + ``hostname`` records where the orchestrator is actually running. In a + multi-node setup the WebUI may be on a different node than the + orchestrator (started via CLI on its own node); without this field the + WebUI would probe its local ``/proc/``, fail to find the pid, and + mark a live orchestrator as dead. See ``launcher.status()`` for the + consumer of this field. + + ``started_at`` is the kernel's process start time (read from + /proc/self/stat), NOT ``time.time()`` at the moment of this call. + The WebUI's liveness check compares this value against the kernel + start time of the pid it sees; if we wrote ``time.time()`` here, + Python import delay (often 1–3s between Popen and this call) would + skew the two values apart and trigger a false-positive reap of a + live orchestrator. + """ + from metainfer.server.proc import pid_start_time + kernel_start = pid_start_time(os.getpid()) payload = { "pid": os.getpid(), "task_id": task_id, - "started_at": time.time(), + "started_at": kernel_start if kernel_start is not None else time.time(), + "hostname": socket.gethostname(), } pid_file.parent.mkdir(parents=True, exist_ok=True) tmp = pid_file.with_suffix(".tmp") diff --git a/metainfer/orchestrator/requirements.py b/metainfer/orchestrator/requirements.py new file mode 100644 index 00000000..a46a140a --- /dev/null +++ b/metainfer/orchestrator/requirements.py @@ -0,0 +1,134 @@ +"""Helpers for reading ``requirements.json`` consistently across task +orchestrators. + +Single source of truth for the requirements.json schema +------------------------------------------------------- + +The WebUI's ``create_task`` endpoint writes a **flat** JSON object — the +form answers are spread to the top level alongside ``task_id`` / +``task_type`` / ``label`` / ``raw_request``: + + { + "task_id": "...", + "task_type": "...", + "label": "...", + "raw_request": "...", + "target_model": "...", ← was in form "answers" + "max_iterations": "50", ← was in form "answers" + ... + } + +There is NO ``answers`` or ``form`` sub-key. Some early code and test +fixtures wrote a nested ``{"form": {...}}`` or ``{"answers": {...}}`` +shape; that is legacy and not produced by the WebUI anymore. + +To avoid every orchestrator re-implementing the same "flat key first, +fall back to nested for legacy" logic (which drifts — see the +``token_budget`` cascade bug for how that pattern burns), all readers +should go through :func:`req_field`. +""" + +from __future__ import annotations + +from typing import Any, Dict, Optional + + +# Keys that the orchestrator framework itself writes — task code should +# treat these as opaque identity/metadata, not as part of the form. +RESERVED_KEYS = frozenset({"task_id", "task_type", "label", "raw_request"}) + + +def req_field( + req: Dict[str, Any], key: str, default: Any = None, +) -> Any: + """Read one field from ``requirements.json`` — single source of truth. + + Resolution order: + 1. Top-level flat key (canonical — what the WebUI writes). + 2. ``req["form"][key]`` (legacy nested form). + 3. ``req["answers"][key]`` (legacy nested answers). + 4. ``default``. + + The legacy nested fallbacks exist ONLY for backward compatibility + with old task files on disk / hand-written test fixtures. Production + WebUI output is flat, so resolution stops at step 1 in practice. + + Always use this helper instead of hand-writing + ``req.get("x") or (req.get("answers") or {}).get("x")`` — that + pattern got duplicated across 12+ call sites, each with subtly + different null-handling, and was the root cause of at least one + "limit silently lost" bug. Centralizing the read keeps the schema + honest. + """ + if not isinstance(req, dict): + return default + if key in req: + return req[key] + for ns in ("form", "answers"): + bucket = req.get(ns) + if isinstance(bucket, dict) and key in bucket: + return bucket[key] + return default + + +def req_field_int( + req: Dict[str, Any], key: str, default: Optional[int] = None, +) -> Optional[int]: + """Like :func:`req_field` but coerces to int. Returns ``default`` + on missing/unparseable values. Useful for fields like + ``max_iterations`` that the form may emit as a string.""" + v = req_field(req, key, None) + if v is None: + return default + try: + return int(v) + except (TypeError, ValueError): + return default + + +def req_field_float( + req: Dict[str, Any], key: str, default: Optional[float] = None, +) -> Optional[float]: + """Like :func:`req_field` but coerces to float.""" + v = req_field(req, key, None) + if v is None: + return default + try: + return float(v) + except (TypeError, ValueError): + return default + + +def req_summary_lines(req: Dict[str, Any]) -> List[str]: + """Format the flat requirement fields as ``- key: value`` bullet lines + for agent prompts. Handles the legacy ``answers`` dict nesting for + backwards-compat (old WebUI versions that didn't flatten). + + Callers should NOT implement their own iteration + skip set logic — + this function is the single source for the per-task frozen-requirements + section that appears at the top of orchestrator prompts. + """ + lines = [ + f"- task_type: {req.get('task_type', '?')}", + f"- task_id: {req.get('task_id', '?')}", + f"- raw_request: {req.get('raw_request', '')}", + ] + _skip = {"task_type", "task_id", "raw_request", "answers"} + for k, v in req.items(): + if k in _skip: + continue + # Type hint / non-single-value fields — format inline; the prompt + # engine (claude) handles lists and tuples natively anyway, but + # the "- k: v" table makes it skimmable. + if isinstance(v, (list, tuple)): + v = ", ".join(str(x) for x in v) if v else "(none)" + lines.append(f"- {k}: {v}") + # Backwards-compat: also surface legacy ``answers`` nesting if present. + answers = req.get("answers") or {} + for k, v in answers.items(): + if k in _skip: + continue + if isinstance(v, (list, tuple)): + v = ", ".join(str(x) for x in v) if v else "(none)" + lines.append(f"- {k}: {v} (legacy)") + return lines diff --git a/metainfer/orchestrator/state.py b/metainfer/orchestrator/state.py index 879229a4..39b4d3dc 100644 --- a/metainfer/orchestrator/state.py +++ b/metainfer/orchestrator/state.py @@ -20,7 +20,7 @@ import os import threading import time -from dataclasses import dataclass, field, asdict +from dataclasses import dataclass, field, asdict, fields from pathlib import Path from typing import Any, Dict, List, Optional, Union @@ -47,8 +47,6 @@ @dataclass class RunStatus: task_id: str - task_type: str - created_at: float current_iteration: int = 0 current_phase: Phase = "idle" last_update: float = 0.0 @@ -67,6 +65,14 @@ class RunStatus: last_transition_label: Optional[str] = None notes: List[str] = field(default_factory=list) + # ``task_type`` and ``created_at`` are deliberately NOT fields here. + # Authoritative sources: + # - task_type → requirements.json (immutable after task creation) + # - created_at → registry.json::created_at (task spawn time) + # Persisting either in run.json created stale-copy hazards (reset + # used to overwrite created_at, losing the original). See CLAUDE.md + # "数据一致性" section. + # --------------------------------------------------------------------------- # # Store @@ -118,17 +124,15 @@ def load_requirements(self) -> Dict[str, Any]: # Run status # ------------------------------------------------------------------ # - def init_run(self, task_id: str, task_type: str) -> RunStatus: + def init_run(self, task_id: str) -> RunStatus: rs = RunStatus( task_id=task_id, - task_type=task_type, - created_at=time.time(), last_update=time.time(), ) self._write_run(rs) return rs - def init_or_resume(self, task_id: str, task_type: str) -> tuple[RunStatus, bool]: + def init_or_resume(self, task_id: str) -> tuple[RunStatus, bool]: """Either initialize a fresh run.json or load the existing one. Returns ``(run_status, is_resume)``. ``is_resume`` is True iff a @@ -138,13 +142,20 @@ def init_or_resume(self, task_id: str, task_type: str) -> tuple[RunStatus, bool] with self._lock: if self.run_path.exists(): return self.load_run(), True - return self.init_run(task_id, task_type), False + return self.init_run(task_id), False def load_run(self) -> RunStatus: if not self.run_path.exists(): raise FileNotFoundError(f"no run.json at {self.run_path}") data = json.loads(self.run_path.read_text(encoding="utf-8")) - return RunStatus(**data) + # Filter to known fields so old run.json files (which used to + # persist task_type) load cleanly. Extra keys are silently + # dropped — single source of truth lives in requirements.json. + if not isinstance(data, dict): + raise ValueError(f"run.json at {self.run_path} is not a JSON object") + known = {f.name for f in fields(RunStatus)} + filtered = {k: v for k, v in data.items() if k in known} + return RunStatus(**filtered) def update_run(self, **kwargs: Any) -> RunStatus: with self._lock: @@ -251,8 +262,10 @@ def append_timeline(self, event_type: str, payload: Optional[Dict[str, Any]] = N "type": event_type, "payload": payload or {}, } - with open(self.timeline_path, "a", encoding="utf-8") as f: - f.write(json.dumps(entry) + "\n") + from metainfer.server.filelock import lock_file + with lock_file(self.timeline_path): + with open(self.timeline_path, "a", encoding="utf-8") as f: + f.write(json.dumps(entry) + "\n") def load_timeline(self, since: float = 0.0) -> List[Dict[str, Any]]: if not self.timeline_path.exists(): diff --git a/metainfer/orchestrator/subagent_manager.py b/metainfer/orchestrator/subagent_manager.py index 90c6cb3b..3c79c722 100644 --- a/metainfer/orchestrator/subagent_manager.py +++ b/metainfer/orchestrator/subagent_manager.py @@ -288,6 +288,16 @@ def launch(self, spec: AgentSpec) -> AgentHandle: with self._ctrl_lock: self._results[spec.name] = result return AgentHandle(spec=spec, attempt=attempt - 1) + # If the failure was caused by a stale session resume (ccb + # sessions are in-memory, not persisted across processes), + # drop resume_session_id so the retry starts fresh instead + # of repeating the same "No conversation found" error. + if ( + spec.resume_session_id + and result.error + and "No conversation found" in result.error + ): + spec.resume_session_id = None # failed -> retry self._write_status(spec, handle, result, attempt, phase="retrying") time.sleep(2.0) # brief backoff @@ -651,6 +661,16 @@ def _build_command(self, spec: AgentSpec) -> List[str]: def _build_env(self, spec: AgentSpec) -> Dict[str, str]: env = dict(os.environ) env.update(spec.env_overrides) + # Pin METAINFER_ROOT to the orchestrator's resolved root for every + # sub-agent. Without this, an agent whose parent shell didn't have + # METAINFER_ROOT set falls back to guessing (e.g. hard-coding the + # install path) — and ends up writing claims/inbox under a different + # tree than the worker daemons are watching. The orchestrator knows + # the authoritative root via paths.root_dir() (which honors the env + # var or falls back to cwd-captured-at-import); we re-publish that + # exact value so agents never have to guess. + from metainfer.server import paths as _paths + env["METAINFER_ROOT"] = str(_paths.root_dir()) # Keep the agent from going interactive env.setdefault("DISABLE_INTERACTIVITY", "1") # bypassPermissions under EUID=0 normally trips a hard exit diff --git a/metainfer/orchestrator/tests/test_requirements.py b/metainfer/orchestrator/tests/test_requirements.py new file mode 100644 index 00000000..c796bcd9 --- /dev/null +++ b/metainfer/orchestrator/tests/test_requirements.py @@ -0,0 +1,104 @@ +"""Tests for :mod:`metainfer.orchestrator.requirements`. + +The canonical requirements.json schema is flat (form answers spread to +top level). The nested ``form`` / ``answers`` sub-dicts are legacy +fallbacks for old task files on disk. These tests pin both paths so +future schema changes are intentional. +""" + +from __future__ import annotations + +from metainfer.orchestrator.requirements import ( + req_field, + req_field_float, + req_field_int, +) + + +def test_req_field_flat_canonical(): + """WebUI writes flat — that's the canonical form.""" + req = {"task_id": "t1", "target_model": "/data/m", "max_iterations": "50"} + assert req_field(req, "target_model") == "/data/m" + assert req_field(req, "max_iterations") == "50" + assert req_field(req, "task_id") == "t1" + + +def test_req_field_legacy_form_nested(): + """Old test fixtures / hand-edited files may use ``form: {...}``.""" + req = {"task_id": "t1", "form": {"target_model": "/legacy"}} + assert req_field(req, "target_model") == "/legacy" + + +def test_req_field_legacy_answers_nested(): + """Some early code wrote ``answers: {...}``.""" + req = {"task_id": "t1", "answers": {"target_model": "/legacy2"}} + assert req_field(req, "target_model") == "/legacy2" + + +def test_req_field_flat_beats_nested(): + """If both flat and nested exist (shouldn't happen, but if it does), + flat wins — flat is the canonical form.""" + req = { + "target_model": "/flat", + "form": {"target_model": "/nested-form"}, + "answers": {"target_model": "/nested-answers"}, + } + assert req_field(req, "target_model") == "/flat" + + +def test_req_field_default_on_missing(): + assert req_field({}, "nope") is None + assert req_field({}, "nope", default=42) == 42 + + +def test_req_field_handles_non_dict(): + """Defensive: a corrupted file shouldn't crash the helper.""" + assert req_field(None, "x", default="d") == "d" # type: ignore[arg-type] + assert req_field("not a dict", "x", default="d") == "d" # type: ignore[arg-type] + + +def test_req_field_int_coerces_string(): + """Form widgets often emit numbers as strings.""" + assert req_field_int({"max_iterations": "50"}, "max_iterations") == 50 + + +def test_req_field_int_default_on_garbage(): + assert req_field_int({"max_iterations": "unbounded"}, "max_iterations", default=10) == 10 + assert req_field_int({}, "max_iterations", default=10) == 10 + + +def test_req_field_float_coerces(): + assert req_field_float({"cost": "50.5"}, "cost") == 50.5 + assert req_field_float({}, "cost", default=1.0) == 1.0 + + +def _main() -> None: + tests = [ + ("test_req_field_flat_canonical", test_req_field_flat_canonical), + ("test_req_field_legacy_form_nested", test_req_field_legacy_form_nested), + ("test_req_field_legacy_answers_nested", test_req_field_legacy_answers_nested), + ("test_req_field_flat_beats_nested", test_req_field_flat_beats_nested), + ("test_req_field_default_on_missing", test_req_field_default_on_missing), + ("test_req_field_handles_non_dict", test_req_field_handles_non_dict), + ("test_req_field_int_coerces_string", test_req_field_int_coerces_string), + ("test_req_field_int_default_on_garbage", test_req_field_int_default_on_garbage), + ("test_req_field_float_coerces", test_req_field_float_coerces), + ] + failed = 0 + for name, fn in tests: + try: + fn() + print(f" PASS {name}") + except AssertionError as e: + failed += 1 + print(f" FAIL {name}: {e}") + except Exception as e: + failed += 1 + print(f" ERROR {name}: {type(e).__name__}: {e}") + print(f"\n{len(tests) - failed}/{len(tests)} passed") + if failed: + raise SystemExit(1) + + +if __name__ == "__main__": + _main() diff --git a/metainfer/orchestrator/tests/test_token_budget.py b/metainfer/orchestrator/tests/test_token_budget.py index 307398c8..bf5d66b8 100644 --- a/metainfer/orchestrator/tests/test_token_budget.py +++ b/metainfer/orchestrator/tests/test_token_budget.py @@ -20,6 +20,7 @@ BudgetSnapshot, TokenBudget, UsageRecord, + resolve_budget_limits, usage_from_result_event, ) @@ -226,6 +227,72 @@ def test_external_edit_is_hot_reloaded(): assert snap.exhausted +def test_resolve_budget_limits_runtime_file_overrides_seed(): + """Regression: WebUI raises the budget mid-task → orchestrator + restarts → the new (runtime) limit must win over the stale seed in + requirements.json. Before resolve_budget_limits existed, the + orchestrator read the seed and silently ignored the runtime file, + so user budget bumps were lost on restart.""" + with tempfile.TemporaryDirectory() as td: + # requirements.json has the original $50 seed from task creation + req = {"token_budget_max_cost_usd": 50} + # WebUI later bumped to $100 — runtime file is authoritative + (Path(td) / "token_budget.json").write_text(json.dumps({ + "schema_version": 1, + "config": {"max_cost_usd": 100.0, "max_cost_usd_hard": None}, + "totals": {"total_cost_usd": 50.28}, + })) + soft, hard = resolve_budget_limits(td, req) + assert soft == 100.0 + assert hard is None + + +def test_resolve_budget_limits_falls_back_to_seed_on_first_boot(): + """First boot: no token_budget.json yet → seed from requirements.json.""" + with tempfile.TemporaryDirectory() as td: + req = {"token_budget_max_cost_usd": 50} + soft, hard = resolve_budget_limits(td, req) + assert soft == 50.0 + assert hard is None + + +def test_resolve_budget_limits_env_var_wins(): + """Env var is the ops escape hatch — overrides both file + seed.""" + with tempfile.TemporaryDirectory() as td: + req = {"token_budget_max_cost_usd": 50} + (Path(td) / "token_budget.json").write_text(json.dumps({ + "config": {"max_cost_usd": 100.0}, + })) + old = os.environ.get("METAINFER_TOKEN_BUDGET_COST_USD") + os.environ["METAINFER_TOKEN_BUDGET_COST_USD"] = "200" + try: + soft, _ = resolve_budget_limits(td, req) + assert soft == 200.0 + finally: + if old is None: + del os.environ["METAINFER_TOKEN_BUDGET_COST_USD"] + else: + os.environ["METAINFER_TOKEN_BUDGET_COST_USD"] = old + + +def test_resolve_budget_limits_nested_token_budget_object(): + """requirements.json::token_budget.max_cost_usd (nested object form) + is honored on first boot too.""" + with tempfile.TemporaryDirectory() as td: + req = {"token_budget": {"max_cost_usd": 75.0, "max_cost_usd_hard": 90.0}} + soft, hard = resolve_budget_limits(td, req) + assert soft == 75.0 + assert hard == 90.0 + + +def test_resolve_budget_limits_disabled_when_nothing_set(): + """No env, no runtime file, no seed → (None, None) → budget disabled.""" + with tempfile.TemporaryDirectory() as td: + soft, hard = resolve_budget_limits(td, {}) + assert soft is None + assert hard is None + + def _main() -> None: tests = [ ("test_basic_accumulation", test_basic_accumulation), @@ -239,6 +306,16 @@ def _main() -> None: ("test_reset_clears_everything", test_reset_clears_everything), ("test_update_limit_unblocks", test_update_limit_unblocks), ("test_external_edit_is_hot_reloaded", test_external_edit_is_hot_reloaded), + ("test_resolve_budget_limits_runtime_file_overrides_seed", + test_resolve_budget_limits_runtime_file_overrides_seed), + ("test_resolve_budget_limits_falls_back_to_seed_on_first_boot", + test_resolve_budget_limits_falls_back_to_seed_on_first_boot), + ("test_resolve_budget_limits_env_var_wins", + test_resolve_budget_limits_env_var_wins), + ("test_resolve_budget_limits_nested_token_budget_object", + test_resolve_budget_limits_nested_token_budget_object), + ("test_resolve_budget_limits_disabled_when_nothing_set", + test_resolve_budget_limits_disabled_when_nothing_set), ] failed = 0 for name, fn in tests: diff --git a/metainfer/orchestrator/token_budget.py b/metainfer/orchestrator/token_budget.py index 757f379c..7b0c8f86 100644 --- a/metainfer/orchestrator/token_budget.py +++ b/metainfer/orchestrator/token_budget.py @@ -55,7 +55,7 @@ import time from dataclasses import asdict, dataclass, field from pathlib import Path -from typing import Any, Callable, Dict, List, Optional +from typing import Any, Callable, Dict, List, Optional, Tuple # --------------------------------------------------------------------------- # @@ -235,9 +235,11 @@ def _persist(self) -> None: "per_phase": self._per_phase, "records": [asdict(r) for r in self._records], } + from metainfer.server.filelock import lock_file tmp = self.path.with_suffix(".tmp") tmp.write_text(json.dumps(data, indent=2), encoding="utf-8") - tmp.replace(self.path) + with lock_file(self.path): + tmp.replace(self.path) # ------------------------------------------------------------------ # # Mutators @@ -469,6 +471,87 @@ def reset(self) -> None: # --------------------------------------------------------------------------- # +def _read_runtime_config(state_dir: Path) -> Dict[str, Any]: + """Read ``token_budget.json::config`` if it exists. Returns ``{}`` on + any error so callers can treat the runtime file as optional.""" + path = Path(state_dir) / "token_budget.json" + if not path.exists(): + return {} + try: + data = json.loads(path.read_text(encoding="utf-8")) + except (OSError, json.JSONDecodeError): + return {} + if not isinstance(data, dict): + return {} + cfg = data.get("config") + if not isinstance(cfg, dict): + return {} + return cfg + + +def resolve_budget_limits( + state_dir: Path, + req: Dict[str, Any], +) -> Tuple[Optional[float], Optional[float]]: + """Resolve (soft, hard) cost limits for a task — single source of truth. + + Priority (first non-None wins): + + 1. ``METAINFER_TOKEN_BUDGET_COST_USD`` / ``..._HARD`` env var + (ops escape hatch — overrides everything). + 2. ``token_budget.json::config.max_cost_usd`` — the RUNTIME + authoritative file. The WebUI updates this when the user raises + the budget mid-task. **This is the source of truth.** + 3. ``requirements.json::token_budget.max_cost_usd`` (nested) or + ``requirements.json::token_budget_max_cost_usd`` (flat, what the + WebUI new-task form writes). Only consulted when the runtime + file does NOT yet have the field — i.e. first orchestrator boot + of a freshly-created task. After that, ``requirements.json`` is + a historical record of the form submission, not consulted. + + Returns ``(None, None)`` when no limit is configured anywhere — the + caller should pass that as "budget disabled". + + Rationale: before this helper existed, three orchestrators each had + their own copy of a cascade that put ``requirements.json`` ahead of + the runtime file. That made WebUI mid-task budget bumps silently + lost on the next orchestrator restart (the user raised 50 → 100, the + orchestrator came back, read 50 from requirements.json, aborted). + """ + tb_cfg = req.get("token_budget") + if not isinstance(tb_cfg, dict): + tb_cfg = {} + runtime_cfg = _read_runtime_config(state_dir) + + def _resolve(env_key: str, conf_key: str, flat_key: str) -> Optional[float]: + # 1. env var + env_v = os.environ.get(env_key) + if env_v: + try: + return float(env_v) + except ValueError: + pass + # 2. runtime file (token_budget.json::config) — authoritative + v = runtime_cfg.get(conf_key) + # 3. requirements.json seed (nested or flat) — only on first boot + if v is None: + v = tb_cfg.get(conf_key) + if v is None: + v = req.get(flat_key) + if v is None: + return None + try: + return float(v) + except (TypeError, ValueError): + return None + + soft = _resolve("METAINFER_TOKEN_BUDGET_COST_USD", + "max_cost_usd", "token_budget_max_cost_usd") + hard = _resolve("METAINFER_TOKEN_BUDGET_COST_USD_HARD", + "max_cost_usd_hard", "token_budget_max_cost_usd_hard") + return soft, hard + + def usage_from_result_event( event: Dict[str, Any], *, diff --git a/metainfer/server/app.py b/metainfer/server/app.py index 5959fb7a..1627ef67 100644 --- a/metainfer/server/app.py +++ b/metainfer/server/app.py @@ -49,6 +49,17 @@ def create_app() -> FastAPI: import sys print(f"[metainfer-web] reconciliation failed: {e!r}", file=sys.stderr) + # ------------------------------------------------------------------ # + # Cluster-wide coordination routes (workers, scoreboard, job logs). + # Mounted at /api/cluster/* — stateless, all reads go to disk. + # ------------------------------------------------------------------ # + try: + from . import cluster_routes as _cluster_routes + app.include_router(_cluster_routes.build_router(), prefix="/api/cluster") + except ImportError as e: + import sys + print(f"[metainfer-web] cluster routes not loaded: {e!r}", file=sys.stderr) + # ------------------------------------------------------------------ # # Plugin routers # ------------------------------------------------------------------ # @@ -319,6 +330,14 @@ async def _on_shutdown(): except Exception: # noqa: BLE001 — never fail shutdown pass + # Background liveness probe — detects orchestrators that died + # mid-run while the WebUI was up (crash / OOM kill / agent killing + # its own parent). reconcile() only runs at startup, so without + # this the UI would freeze on a stale "running" snapshot until the + # next WebUI restart. See metainfer.server.liveness. + from . import liveness as _liveness + _liveness.attach(app, interval=10.0) + return app diff --git a/metainfer/server/cluster_routes.py b/metainfer/server/cluster_routes.py new file mode 100644 index 00000000..f827d739 --- /dev/null +++ b/metainfer/server/cluster_routes.py @@ -0,0 +1,132 @@ +"""HTTP routes for cluster-wide coordination state. + +Mounted at ``/api/cluster/*`` by :func:`metainfer.server.app.create_app`. + +Stateless: every read goes to disk via :mod:`metainfer.cluster.worker_registry` +and :mod:`metainfer.cluster.scoreboard`. WebUI restart-safe. + +Endpoints (workers): +- ``GET /api/cluster/workers`` — list all registered workers with liveness +- ``GET /api/cluster/workers/{node_id}`` — single worker detail + +Endpoints (scoreboard): added by Module C.5. + +Endpoints (job logs): added by Module G.4. +""" + +from __future__ import annotations + +import time +from typing import Any, Dict, List + +from fastapi import APIRouter, HTTPException + +from metainfer.cluster import worker_registry +from metainfer.cluster import scoreboard +from metainfer.cluster.fs_primitives import is_stale_heartbeat +from metainfer.cluster.paths import worker_heartbeat + + +def build_router() -> APIRouter: + router = APIRouter(tags=["cluster"]) + + # ------------------------------------------------------------------ # + # Workers + # ------------------------------------------------------------------ # + @router.get("/workers") + def list_workers() -> List[Dict[str, Any]]: + out = [] + for rec in worker_registry.list_workers(): + stale = is_stale_heartbeat(worker_heartbeat(rec.node_id), + stale_after_s=worker_registry.STALE_AFTER_S) + out.append({ + **rec.to_dict(), + "alive": not stale, + "last_heartbeat_ago_s": _heartbeat_age(rec.node_id), + }) + return out + + @router.get("/workers/{node_id}") + def get_worker(node_id: str) -> Dict[str, Any]: + rec = worker_registry.read_worker(node_id) + if rec is None: + raise HTTPException(status_code=404, detail=f"worker {node_id!r} not registered") + stale = is_stale_heartbeat(worker_heartbeat(node_id), + stale_after_s=worker_registry.STALE_AFTER_S) + return { + **rec.to_dict(), + "alive": not stale, + "last_heartbeat_ago_s": _heartbeat_age(node_id), + } + + # ------------------------------------------------------------------ # + # Scoreboard + # ------------------------------------------------------------------ # + @router.get("/scoreboard") + def get_scoreboard() -> List[Dict[str, Any]]: + return scoreboard.list_claims(node_id=None) + + @router.post("/scoreboard/force-release") + def force_release(payload: Dict[str, Any]) -> Dict[str, Any]: + node_id = payload.get("node_id") + gpu_idx = payload.get("gpu_idx") + if not isinstance(node_id, str) or not isinstance(gpu_idx, int): + raise HTTPException(status_code=400, + detail="node_id (str) and gpu_idx (int) required") + slot = (node_id, gpu_idx) + # Read the claim before breaking it so we can write cancel.marker + # into the worker's job_dir (signals the worker subprocess to SIGTERM). + from metainfer.cluster.paths import gpu_claim_path, job_dir + from metainfer.cluster.fs_primitives import read_claim + claim = read_claim(gpu_claim_path(node_id, gpu_idx)) + cancel_jd = None + if claim is not None: + jid = claim.get("job_id") + if jid: + # The slot's node_id is the worker that hosts the job's inbox. + jd = job_dir(node_id, jid) + if jd.exists(): + cancel_jd = jd + existed = scoreboard.force_release( + slot, + reason=str(payload.get("reason", "admin-kill")), + cancel_job_dir=cancel_jd, + ) + return {"node_id": node_id, "gpu_idx": gpu_idx, "was_held": existed} + + # ------------------------------------------------------------------ # + # Jobs (inbox + replies listing, log tailing) + # ------------------------------------------------------------------ # + @router.get("/jobs") + def list_jobs(worker_node_id: Optional[str] = None) -> List[Dict[str, Any]]: + from metainfer.cluster import mqueue + return mqueue.list_jobs(worker_node_id=worker_node_id) + + @router.get("/jobs/{worker_node_id}/{job_id}/{stream}") + def tail_job_log(worker_node_id: str, job_id: str, stream: str, + offset: int = 0) -> bytes: + """Tail stdout.log or stderr.log for one job. Returns raw bytes.""" + if stream not in ("stdout", "stderr"): + raise HTTPException(status_code=400, + detail="stream must be 'stdout' or 'stderr'") + from metainfer.cluster import sdk + from metainfer.cluster.paths import job_dir + # Verify job dir exists (404 otherwise) + jdir = job_dir(worker_node_id, job_id) + if not jdir.exists(): + raise HTTPException(status_code=404, detail="job dir not found") + if stream == "stdout": + return sdk.tail_stdout(job_id, worker_node_id, offset=offset) + return sdk.tail_stderr(job_id, worker_node_id, offset=offset) + + return router + + +def _heartbeat_age(node_id: str) -> float | None: + """Seconds since the worker's last heartbeat, or None if missing.""" + try: + from pathlib import Path + p = worker_heartbeat(node_id) + return max(0.0, time.time() - Path(p).stat().st_mtime) + except OSError: + return None diff --git a/metainfer/server/filelock.py b/metainfer/server/filelock.py new file mode 100644 index 00000000..86eb60ff --- /dev/null +++ b/metainfer/server/filelock.py @@ -0,0 +1,53 @@ +"""Cross-process file locking via ``fcntl.flock``. + +Multiple processes (WebUI, orchestrator, QA reconciler) write the same JSON +files under ``/.metainfer/``. Without an IPC lock, concurrent +``tmp+replace`` or ``open(..., "a")`` operations can interleave or lose +data — see the SSOT audit findings for ``token_budget.json``, +``timeline.jsonl``, ``run.json``, and ``agents.json``. + +This module provides a lightweight context manager patterned after +:func:`metainfer.server.tasks._lock` that acquires an exclusive flock on a +per-file ``.lock`` sibling. Usage:: + + from metainfer.server.filelock import lock_file + + with lock_file(state_dir / "token_budget.json"): + data = _read() + data["totals"]["total_cost_usd"] += amount + _write(tmp, data) + +NOTE: ``fcntl.flock`` works reliably on local filesystems and some NFSv4 +configurations. In this project's multi-node design, each node writes +only to its own ``nodes//`` subdirectory, so the lock *should +not* be acquired by a different host concurrently. If you need cross-host +locking, use a higher-level coordinator. +""" + +from __future__ import annotations + +import fcntl +from contextlib import contextmanager +from pathlib import Path +from typing import Iterator + + +@contextmanager +def lock_file(target: Path) -> Iterator[None]: + """Acquire an exclusive ``fcntl.LOCK_EX`` on ``.lock``. + + The lock file is created (or opened) automatically. The lock is + released on context exit, even if an exception occurs inside the + block. + """ + lock_path = target.with_suffix(target.suffix + ".lock") + lock_path.parent.mkdir(parents=True, exist_ok=True) + f = open(lock_path, "a+", encoding="utf-8") + try: + fcntl.flock(f.fileno(), fcntl.LOCK_EX) + try: + yield + finally: + fcntl.flock(f.fileno(), fcntl.LOCK_UN) + finally: + f.close() diff --git a/metainfer/server/launcher.py b/metainfer/server/launcher.py index c8c49e97..29217842 100644 --- a/metainfer/server/launcher.py +++ b/metainfer/server/launcher.py @@ -129,6 +129,24 @@ def _pid_file_path(task_id: str) -> Path: return _paths.task_dir(task_id) / "orchestrator.pid" +def _current_hostname() -> str: + """Local hostname for comparison with orchestrator.pid::hostname. + + Cached at first call — ``socket.gethostname`` does a syscall and the + value won't change during a WebUI session. Used by status()/kill() to + decide whether ``/proc/`` can be trusted: only if the pid was + minted on THIS host. + """ + global _CACHED_HOSTNAME + if _CACHED_HOSTNAME is None: + import socket as _socket + _CACHED_HOSTNAME = _socket.gethostname() + return _CACHED_HOSTNAME + + +_CACHED_HOSTNAME: Optional[str] = None + + def _read_pid_file(task_id: str) -> Dict[str, Any]: p = _pid_file_path(task_id) if not p.exists(): @@ -139,6 +157,39 @@ def _read_pid_file(task_id: str) -> Dict[str, Any]: return {} +def _write_pid_file_placeholder(state_dir: Path, task_id: str, pid: int, started_at: float) -> None: + """Write a transitional orchestrator.pid so launcher.status() returns + running=True immediately after spawn. The orchestrator's own + ``write_pid_file()`` overwrites this with its real values within + seconds; if the orchestrator crashes before that, liveness detects + the dead pid and reaps it. + + Uses tmp+replace for atomicity (no flock needed — single writer per + task at this point). The placeholder is written by the WebUI on its + own node right after Popen — so its hostname == current hostname, + which matches what the orchestrator will overwrite with seconds + later (the orchestrator is a local child of the WebUI under + LocalLauncher). + + ``started_at`` here is the spawn-time wall clock captured right at + Popen return. This is close to (but not exactly) the kernel's + process start time; the orchestrator's own write_pid_file will + overwrite it with the precise kernel starttime. Until that + overwrite lands, validate_pid_started_at tolerates a 2s skew — well + within typical Python import delay. + """ + import json + import socket as _socket + pf = state_dir / "orchestrator.pid" + tmp = pf.with_suffix(".tmp") + data = { + "pid": pid, "task_id": task_id, "started_at": started_at, + "hostname": _socket.gethostname(), + } + tmp.write_text(json.dumps(data, indent=2), encoding="utf-8") + tmp.replace(pf) + + def json_loads_safe(s: str) -> Dict[str, Any]: import json try: @@ -148,6 +199,36 @@ def json_loads_safe(s: str) -> Dict[str, Any]: return {} +def _update_run_stopped(run_path: Path, now: float) -> None: + """Update run.json to reflect that the task was stopped externally. + + Reads the current run.json (if any), sets ``finished=True``, + ``final_status="stopped"``, and bumps ``last_update``. Preserves all + other fields so the UI still shows the last phase / iteration. + """ + import json + try: + if run_path.exists(): + data = json.loads(run_path.read_text(encoding="utf-8")) + else: + data = {} + except (OSError, ValueError): + return + if not isinstance(data, dict): + return + data["finished"] = True + data["final_status"] = "stopped" + data["last_update"] = now + from metainfer.server.filelock import lock_file + try: + tmp = run_path.with_suffix(".tmp") + tmp.write_text(json.dumps(data, indent=2), encoding="utf-8") + with lock_file(run_path): + tmp.replace(run_path) + except OSError: + pass + + class LocalLauncher: """Spawns orchestrator subprocesses on THIS machine. The default launcher; what 99% of users will use. @@ -177,9 +258,11 @@ def start( ) -> int: state_dir.mkdir(parents=True, exist_ok=True) workspace_dir.mkdir(parents=True, exist_ok=True) - req_path = state_dir / "requirements.json" import json - req_path.write_text(json.dumps(requirements, indent=2), encoding="utf-8") + req_path = state_dir / "requirements.json" + tmp = req_path.with_suffix(".tmp") + tmp.write_text(json.dumps(requirements, indent=2), encoding="utf-8") + tmp.replace(req_path) log_path = state_dir / "orchestrator.log" log_fp = open(log_path, "ab", buffering=0) @@ -194,6 +277,14 @@ def start( log_fp.close() raise env = dict(os.environ) + # Pin METAINFER_ROOT to the WebUI's resolved root so the + # orchestrator (and its sub-agent grandchildren) compute the same + # root as the WebUI. Without this, paths.root_dir() in the + # orchestrator would fall back to its own cwd-at-import — which + # is state_dir (because we set cwd=str(state_dir) below) — and + # produce a wildly wrong root, diverging from the WebUI and from + # worker daemons started with an explicit METAINFER_ROOT. + env["METAINFER_ROOT"] = str(_paths.root_dir()) # Make sure the orchestrator subprocess can import the metainfer # package even when launched from a dev checkout (where the # package isn't pip-installed). PYTHONPATH is the parent's @@ -227,13 +318,22 @@ def start( ) log_fp.close() # child holds the fd now; parent doesn't need it spawn_time = time.time() - # Cache pid in the registry so the task list view doesn't have to - # stat every state_dir to render status. - _tasks.update_task( - task_id, pid=proc.pid, started_at=spawn_time, finished_at=None, - ) + # Write a PLACEHOLDER orchestrator.pid IMMEDIATELY so + # launcher.status() returns running=True within milliseconds of + # spawn. Without this there is a 2-10 second gap (orchestrator + # startup — imports, dir creation, agent init) where the OLD pid + # file (with finished_at from the prior kill/reap) is still on + # disk and the UI shows "stopped" even though a new process IS + # running. The orchestrator's write_pid_file() will overwrite + # this placeholder with its own pid + started_at when it's ready; + # if it never does (crash-on-start), the 10-second liveness scan + # will detect the dead pid and mark it accordingly. + _write_pid_file_placeholder(state_dir, task_id, proc.pid, spawn_time) # Record in runtime.json so reconciliation on next WebUI start - # can recognize the process as ours. + # can recognize the process as ours. Process state (pid, + # started_at) is owned by orchestrator.pid + runtime.json + # ONLY — never cached in the registry. See + # :class:`metainfer.server.tasks.TaskEntry` for why. if self._boot_id: _runtime.record_task_spawn( task_id, proc.pid, state_dir, self._boot_id, @@ -246,27 +346,43 @@ def status(self, task_id: str) -> ProcStatus: pid = data.get("pid") finished_at = data.get("finished_at") started_at = data.get("started_at") + # finished_at 是 pid 文件里的权威"已退出"信号——它由 orchestrator + # 自身的 graceful exit、launcher 的 _reap_dead_pid_file、以及 + # spawn 失败清理路径盖戳，任何一条都意味着进程确实没了。多节点 + # NFS 场景下尤其关键：本机 /proc 永远看不到兄弟节点上的进程， + # 唯一可靠的"已停止"判据就是这个字段，而不是本机 os.kill(pid, 0)。 + if finished_at is not None: + return ProcStatus( + running=False, pid=pid, started_at=started_at, + finished_at=finished_at, + exit_hint=data.get("exit_hint") or "pid-file-finished", + ) if pid is None: - # Pid file is "cleared" (orchestrator exited cleanly) iff - # finished_at is set; otherwise the orchestrator hasn't - # started or its pid file was wiped. - if finished_at is not None: - return ProcStatus( - running=False, pid=None, started_at=started_at, - finished_at=finished_at, exit_hint="pid-file-cleared", - ) + # 既没有 pid 也没有 finished_at：orchestrator 还没启动过， + # 或者它的 pid 文件被擦了。 return ProcStatus( running=False, pid=None, started_at=None, finished_at=None, exit_hint="no-pid-file", ) - # VALIDATED liveness: check that the kernel start time of `pid` - # matches what we recorded. A bare os.kill(pid, 0) check would - # pass even if the original process died and the PID was - # recycled to an unrelated process. + # 多节点 PID 不变量：pid 文件里的 hostname 记录的是 orchestrator + # 真正运行的那个节点。如果与当前节点不同，本机 /proc 永远看不到 + # 该 pid——既不能判定存活，也不能判定死亡。此时乐观地报告 running=True， + # 让 UI 继续显示运行态，直到 finished_at 被权威路径盖戳 + # （orchestrator 自己 graceful exit 或其节点上的 _reap_dead_pid_file）。 + pid_hostname = data.get("hostname") + if pid_hostname and pid_hostname != _current_hostname(): + return ProcStatus( + running=True, pid=pid, started_at=started_at, + finished_at=None, exit_hint="remote-pid-unchecked", + ) + # 既没有 finished_at、pid 又存在：才走本机 liveness 探测。 + # 这一支只覆盖"orchestrator 硬死、还没来得及盖 finished_at"的场景 + # （SIGKILL / OOM / 内核 panic）。校验 kernel starttime 与 started_at + # 匹配可以挡住 PID 复用导致的误判。 alive = _proc.validate_pid_started_at(pid, started_at) return ProcStatus( running=alive, pid=pid, started_at=started_at, - finished_at=finished_at if not alive else None, + finished_at=None, exit_hint="pid-alive" if alive else "pid-dead", ) @@ -276,6 +392,13 @@ def kill(self, task_id: str, force: bool = False) -> bool: started_at = data.get("started_at") if not pid: return False + # 多节点安全：pid 在另一台节点上时，本机无法发信号，且本机 + # kill_pid_validated 一定会返回 False —— 不能据此误判为"已死" + # 去 _reap_dead_pid_file（会把仍在运行的任务标 stopped）。 + # 正确做法：直接返回 False，由用户去对应节点 kill。 + pid_hostname = data.get("hostname") + if pid_hostname and pid_hostname != _current_hostname(): + return False sig = signal.SIGKILL if force else signal.SIGTERM # First, reap any sub-agent children. They live in their own # process groups (ccb is started with start_new_session=True in @@ -286,11 +409,14 @@ def kill(self, task_id: str, force: bool = False) -> bool: ok = _proc.kill_pid_validated(pid, sig=sig, expected_started_at=started_at) if not ok: # Orchestrator is already dead (crashed / SIGKILLed / OOM-killed) - # but its pid file + run.json still show "running". The user - # clicking Kill wants this task to STOP, so clean up the zombie - # state: stamp finished_at on the pid file and mark the task - # as not running in the registry. Without this the UI keeps - # showing the task as alive but the kill button does nothing. + # but its pid file + run.json still show "running". Clean up the + # zombie state so the UI flips from Kill→Restart. + self._reap_dead_pid_file(task_id, pid, started_at) + elif force: + # SIGKILL was delivered — the orchestrator cannot run its own + # cleanup handlers (SIGKILL is uncatchable), so we must update + # run.json and the pid file ourselves. Without this the UI + # stays frozen at the last phase forever. self._reap_dead_pid_file(task_id, pid, started_at) return ok @@ -304,11 +430,14 @@ def _reap_dead_pid_file( not-running. - Clear the live pid in the task registry so the list view's status pill flips. + - Update ``run.json`` with ``finished=True, final_status="stopped"`` + so the task detail view stops showing a stale phase. - Append a timeline marker so the audit trail explains why the task transitioned to stopped without a clean shutdown. """ import json - import time + + now = time.time() try: sd = _paths.task_dir(task_id) pf = sd / "orchestrator.pid" @@ -316,24 +445,28 @@ def _reap_dead_pid_file( d = _read_pid_file(task_id) d.setdefault("pid", pid) d.setdefault("started_at", started_at) - d["finished_at"] = time.time() + d["finished_at"] = now d["exit_hint"] = "reaped-by-kill-on-dead-pid" - pf.write_text( - json.dumps(d, indent=2), encoding="utf-8", - ) + tmp = pf.with_suffix(".tmp") + tmp.write_text(json.dumps(d, indent=2), encoding="utf-8") + tmp.replace(pf) except Exception: # noqa: BLE001 — best-effort cleanup pass - try: - _tasks.update_task( - task_id, pid=None, started_at=started_at, - finished_at=time.time(), - ) - except Exception: # noqa: BLE001 - pass + # Process state cleanup is done — orchestrator.pid was stamped + # above. The registry does NOT cache pid/finished_at (that was + # a SSOT violation; launcher.status() reads orchestrator.pid + # directly). run.json + timeline get updated below for the UI. try: from . import state_reader as _sr + sd = _paths.task_dir(task_id) + # Update run.json so the frontend sees the task as finished. + # Only touch finished / final_status / last_update — preserve + # everything else (current_iteration, current_phase, etc.) so + # the user can still see where the task was when it stopped. + run_path = sd / "run.json" + _update_run_stopped(run_path, now) _sr.append_timeline_event( - _paths.task_dir(task_id), "kill_reaped_dead_pid", + sd, "kill_reaped_dead_pid", {"task_id": task_id, "dead_pid": pid, "started_at": started_at}, ) diff --git a/metainfer/server/liveness.py b/metainfer/server/liveness.py new file mode 100644 index 00000000..d6eb4083 --- /dev/null +++ b/metainfer/server/liveness.py @@ -0,0 +1,186 @@ +"""Background liveness checker for orchestrator processes. + +Problem +------- + +``reconcile()`` only runs at WebUI startup. If an orchestrator dies +mid-run while the WebUI is up (crash, OOM kill, agent SIGKILLing its +own parent process tree, etc.), nothing notices — ``agents.json`` is +frozen at the last snapshot, ``run.json`` still shows the dead phase, +and the user stares at a "running" pill with ``last_output_age_s`` +growing without bound. The next WebUI restart eventually picks it up, +but that can be hours away. + +Fix +--- + +A single asyncio background task scans the registry every +``interval`` seconds. For each task the registry considers "running" +(``pid is not None and finished_at is None``), it calls the existing +``launcher.status()`` validated-liveness check. If that returns +``running=False`` AND the pid file still claims the pid is alive +(i.e. orchestrator exited ungracefully), we invoke the existing +``launcher._reap_dead_pid_file`` — the same cleanup used by the +user-Kill path — to flip the UI to "stopped" and stamp an audit +event. + +The check is intentionally cheap (one file read + one ``stat`` per +task) so a 10-second cadence costs single-digit milliseconds even at +hundreds of tasks. +""" + +from __future__ import annotations + +import asyncio +import logging +from typing import TYPE_CHECKING, Optional + +from . import launcher as _launcher +from . import tasks as _tasks + +if TYPE_CHECKING: + from fastapi import FastAPI + +_log = logging.getLogger(__name__) + + +class LivenessChecker: + """Periodic background liveness probe. + + Construct once per WebUI process; ``start()`` spawns the loop, + ``stop()`` cancels it. Idempotent. + """ + + def __init__( + self, + interval: float = 10.0, + launcher: Optional[_launcher.Launcher] = None, + ) -> None: + self.interval = interval + # Use the default launcher if none supplied. The default + # resolves to LocalLauncher bound to this WebUI session's + # boot_id; that's what we want for the liveness check. + self._launcher = launcher or _launcher.get_default_launcher() + self._task: Optional[asyncio.Task] = None + + async def start(self) -> None: + if self._task is None or self._task.done(): + self._task = asyncio.create_task(self._run(), name="metainfer-liveness") + + async def stop(self) -> None: + if self._task is None: + return + self._task.cancel() + try: + await self._task + except asyncio.CancelledError: + pass + self._task = None + + async def _run(self) -> None: + """Loop forever, reaping dead orchestrators as we find them. + + Each iteration is bounded and swallows exceptions — a buggy + task entry or transient filesystem error must not kill the + watcher (or the WebUI loses liveness detection until restart). + """ + while True: + try: + await asyncio.sleep(self.interval) + # Run the synchronous scan in a worker so we never + # block the event loop on /proc reads under heavy load. + await asyncio.to_thread(self._scan_once) + except asyncio.CancelledError: + raise + except Exception: # noqa: BLE001 — watcher must survive + _log.exception("liveness scan iteration failed; will retry") + + def _scan_once(self) -> None: + """One pass: probe every task in the registry. + + Visible for tests — call directly to avoid the asyncio sleep loop. + + Process state (pid/started_at/finished_at) is NOT cached in the + registry — it lives only in each task's orchestrator.pid. So we + must call status() on every task; we cannot pre-filter. The check + is intentionally cheap (one file read + one /proc stat per task). + """ + try: + entries = _tasks.list_tasks() + except Exception: # noqa: BLE001 — registry read must not crash watcher + _log.exception("liveness: could not read task registry") + return + + for entry in entries: + self._check_one(entry.id) + + def _check_one(self, task_id: str) -> None: + """Check one task. On detected death, invoke the existing reaper + so the cleanup path is identical to the user-Kill flow.""" + try: + st = self._launcher.status(task_id) + except Exception: # noqa: BLE001 — per-task error must not stop loop + _log.exception("liveness: status() failed for %s", task_id) + return + + if st.running: + return + + # ``exit_hint == "pid-dead"`` means the pid file claimed the + # process was alive but /proc says otherwise — orchestrator + # died ungracefully. Other hints (``no-pid-file``, + # ``pid-file-cleared``) are bookkeeping states we don't touch. + if st.exit_hint != "pid-dead": + return + + # Only reap if we had a real pid + started_at to validate + # against. Without started_at, we cannot tell PID reuse apart + # from a genuine death — too risky to fire cleanup. + if st.pid is None or st.started_at is None: + return + + _log.warning( + "liveness: orchestrator for %s died (pid=%s started_at=%s) — " + "reaping stale state", + task_id, st.pid, st.started_at, + ) + try: + # LocalLauncher._reap_dead_pid_file already does the full + # cleanup: stamps orchestrator.pid::finished_at, clears + # registry pid, updates run.json::finished/final_status, + # appends kill_reaped_dead_pid timeline event. Same code + # path as user-initiated Kill on a dead pid. + if isinstance(self._launcher, _launcher.LocalLauncher): + self._launcher._reap_dead_pid_file( + task_id, st.pid, st.started_at, + ) + else: + _log.warning( + "liveness: non-LocalLauncher (%s); cannot reap %s", + type(self._launcher).__name__, task_id, + ) + except Exception: # noqa: BLE001 — reaper is best-effort + _log.exception("liveness: reaper failed for %s", task_id) + + +def attach(app: "FastAPI", interval: float = 10.0) -> LivenessChecker: + """Wire a :class:`LivenessChecker` into ``app``'s startup/shutdown. + + Idempotent — stores the checker on ``app.state.liveness`` so + repeated calls return the same instance. + """ + if getattr(app.state, "liveness", None) is not None: + return app.state.liveness # type: ignore[no-any-return] + + checker = LivenessChecker(interval=interval) + + @app.on_event("startup") + async def _start_liveness() -> None: + await checker.start() + + @app.on_event("shutdown") + async def _stop_liveness() -> None: + await checker.stop() + + app.state.liveness = checker + return checker diff --git a/metainfer/server/reconcile.py b/metainfer/server/reconcile.py index 4c800273..ef4fea8c 100644 --- a/metainfer/server/reconcile.py +++ b/metainfer/server/reconcile.py @@ -63,25 +63,12 @@ def _read_pid_file(state_dir: Path) -> Dict[str, Any]: return {} -def _write_pid_file_finished(state_dir: Path) -> None: - """Mark the task's pid file as finished (pid=None, finished_at=now) - when we detect the orchestrator is gone but the pid file still - claims it's running.""" - p = state_dir / "orchestrator.pid" - if not p.exists(): - return - try: - data = json.loads(p.read_text(encoding="utf-8")) - except (ValueError, OSError): - data = {} - if data.get("pid") is None: - # Already cleared — don't clobber the original finished_at. - return - data["pid"] = None - data["finished_at"] = time.time() - tmp = p.with_suffix(".tmp") - tmp.write_text(json.dumps(data, indent=2), encoding="utf-8") - tmp.replace(p) +# NOTE: reconcile used to have its own _write_pid_file_finished that only +# touched orchestrator.pid. That diverged from launcher._reap_dead_pid_file +# (which also updates run.json + writes a timeline event) — two reap +# paths with different effects, classic SSOT violation. Now both +# reconcile and liveness funnel through the same launcher reaper so +# cleanup is identical regardless of who detects the death. def reconcile(silent: bool = False) -> Dict[str, Any]: @@ -138,16 +125,12 @@ def reconcile(silent: bool = False) -> Dict[str, Any]: chosen = max(procs, key=lambda p: p.get("started_at") or 0) # Adopt: write into runtime.json under this boot_id and refresh # the pid file's started_at to match the actual kernel value. + # Process state lives ONLY in orchestrator.pid + runtime.json; + # registry.json holds identity only (see TaskEntry). _runtime.record_task_spawn( tid, chosen["pid"], sd, boot_id, started_at=chosen.get("started_at"), ) - # Keep registry pid cache in sync. - _tasks.update_task( - tid, pid=chosen["pid"], - started_at=chosen.get("started_at"), - finished_at=None, - ) adopted.append(tid) if not silent: _log(f"adopted task {tid}: pid={chosen['pid']}") @@ -162,26 +145,39 @@ def reconcile(silent: bool = False) -> Dict[str, Any]: # runtime too. _runtime.clear_task(tid) continue - # The recorded PID isn't running (or was recycled). Mark the - # task's pid file as finished so status() reports dead cleanly. + # The recorded PID isn't running (or was recycled). Reap via the + # SAME path as the user-Kill and liveness paths — single source + # of cleanup truth. _reap_dead_pid_file stamps orchestrator.pid, + # updates run.json::finished/final_status, and writes a timeline + # event. registry_entry = registry_entries[tid] sd = Path(registry_entry.state_dir) pidfile = _read_pid_file(sd) - if pidfile.get("pid") is not None: - # Double-check the recorded pid isn't actually alive — it's - # possible we missed it in the scan (race with fork). - recorded_pid = pidfile.get("pid") - recorded_started = pidfile.get("started_at") - if recorded_pid and _proc.validate_pid_started_at( - recorded_pid, recorded_started, - ): - # Race: the process is alive but our scan missed it. - # Don't mark dead; we'll pick it up next reconcile. - continue - _write_pid_file_finished(sd) + recorded_pid = pidfile.get("pid") + if recorded_pid is None: + # Already cleared by a prior reap. Just drop the runtime entry. + _runtime.clear_task(tid) + continue + recorded_started = pidfile.get("started_at") + # Double-check the recorded pid isn't actually alive — it's + # possible we missed it in the scan (race with fork). + if _proc.validate_pid_started_at(recorded_pid, recorded_started): + # Race: the process is alive but our scan missed it. + # Don't mark dead; we'll pick it up next reconcile. + continue + from .launcher import get_default_launcher + try: + get_default_launcher()._reap_dead_pid_file( + tid, recorded_pid, recorded_started, + ) marked_dead.append(tid) if not silent: _log(f"marked task {tid} dead (pid {recorded_pid} no longer alive)") + except Exception: # noqa: BLE001 — reaper is best-effort + if not silent: + _log(f"reaper FAILED for task {tid} (pid {recorded_pid}); " + "leaving runtime entry in place for next pass") + continue _runtime.clear_task(tid) if ghosts and not silent: diff --git a/metainfer/server/state_reader.py b/metainfer/server/state_reader.py index 697b980c..29eecf36 100644 --- a/metainfer/server/state_reader.py +++ b/metainfer/server/state_reader.py @@ -38,9 +38,14 @@ def read_requirements(state_dir: Path) -> Optional[Dict[str, Any]]: def read_run(state_dir: Path) -> Dict[str, Any]: - """Return RunStatus dict, or a default 'idle' sentinel if missing.""" + """Return RunStatus dict, or a default 'idle' sentinel if missing. + + ``task_type`` is intentionally absent — its authoritative source is + ``requirements.json::task_type`` (read via :func:`read_requirements`), + not run.json. The frontend gets type from the registry entry. + """ default = { - "task_id": None, "task_type": None, "created_at": 0, + "task_id": None, "current_iteration": 0, "current_phase": "idle", "last_update": 0, "finished": False, "final_status": None, "last_outcome": None, "last_transition_label": None, "notes": [], @@ -48,7 +53,12 @@ def read_run(state_dir: Path) -> Dict[str, Any]: data = _load_json(state_dir / "run.json", None) if data is None: return default - # Merge with defaults so missing keys don't crash the frontend. + # Drop legacy fields if an old run.json still has them — single + # source of truth is requirements.json (task_type) and registry.json + # (created_at). Merge with defaults so missing keys don't crash the + # frontend. + for _legacy in ("task_type", "created_at"): + data.pop(_legacy, None) return {**default, **data} @@ -75,6 +85,158 @@ def read_agents(state_dir: Path) -> Dict[str, Any]: return _load_json(state_dir / "agents.json", default) +# --------------------------------------------------------------------------- # +# Agent output tail +# --------------------------------------------------------------------------- # +def read_agent_tail( + state_dir: Path, agent_name: str, max_events: int = 50, +) -> Dict[str, Any]: + """Tail of one agent's recent activity, parsed from its stream-json log. + + The WebUI exposes this so the operator can see what an agent is currently + doing — not just "is it alive" (which ``agents.json`` already answers) but + "is it heading in the right direction". Without this, a stuck or + mis-directed agent looks identical to a productive one. + + Source: ``logs//iter_/.attempt.events.jsonl`` written + by ``metainfer.orchestrator.subagent_manager`` (stream-json from ccb). + Each line is one stream event with ``type`` in {system, user, assistant}. + + We extract the *meaningful* events — assistant text blocks and tool uses — + from the tail, skipping system / meta / result-only lines. This is enough + signal for the operator to spot a misdirected agent without flooding the + browser with raw stream-json noise. + + Returns ``{agent_name, found, log_file?, attempt?, events: [...]}``. + ``found=False`` if the agent isn't in ``agents.json`` (caller 404s). + """ + snap = _load_json(state_dir / "agents.json", {"ts": 0, "agents": []}) + agents = snap.get("agents", []) if isinstance(snap, dict) else [] + match = next((a for a in agents if a.get("name") == agent_name), None) + if match is None: + return {"agent_name": agent_name, "found": False, "events": []} + + log_file = match.get("log_file") or "" + if not log_file: + return { + "agent_name": agent_name, "found": True, "log_file": "", + "attempt": match.get("attempt"), "events": [], + } + + # Prefer the .events.jsonl sibling (structured) over the .log (raw). + # The orchestrator writes both with the same prefix; .events.jsonl is + # line-delimited stream-json, .log is the human-readable rendering. + events_path = Path(str(log_file).replace(".log", ".events.jsonl")) + if not events_path.exists(): + # Fall back to raw log tail — last N lines as text blobs. + try: + raw = Path(log_file).read_text(encoding="utf-8", errors="replace") + except OSError: + raw = "" + lines = [ln for ln in raw.splitlines() if ln.strip()][-max_events:] + return { + "agent_name": agent_name, "found": True, + "log_file": log_file, "attempt": match.get("attempt"), + "events": [{"type": "raw", "text": ln} for ln in lines], + } + + # Parse the JSONL, keep assistant + tool_use events from the tail. + # Stream-json schema (Anthropic): + # {"type": "assistant", "message": {"content": [{type:"text",text:"..."}, + # {type:"tool_use",name:"...",input:{}}]}} + # {"type": "user", "message": {"content": [{type:"tool_result",content:"..."}]}, + # "tool_use_result": {...}} + parsed: List[Dict[str, Any]] = [] + try: + with open(events_path, "r", encoding="utf-8", errors="replace") as f: + for line in f: + line = line.strip() + if not line: + continue + try: + d = json.loads(line) + except ValueError: + continue + evt = _stream_event_to_summary(d) + if evt is not None: + parsed.append(evt) + except OSError: + pass + + # Keep the last max_events meaningful events. + parsed = parsed[-max_events:] + return { + "agent_name": agent_name, "found": True, + "log_file": log_file, "attempt": match.get("attempt"), + "events": parsed, + } + + +def _stream_event_to_summary(d: Dict[str, Any]) -> Optional[Dict[str, Any]]: + """Reduce one stream-json line to a display-friendly summary, or None + if the line carries no operator-relevant signal. + + Returned shapes: + ``{"type": "text", "text": "..."}`` — assistant free-form text + ``{"type": "tool_use", "name": "Bash", "input_brief": "..."}`` — tool call + ``{"type": "tool_result", "name": "Bash", "brief": "..."}`` — tool output + """ + etype = d.get("type") + if etype == "assistant": + msg = d.get("message") or {} + content = msg.get("content") or [] + if isinstance(content, list) and content: + last = content[-1] + if isinstance(last, dict): + if last.get("type") == "text": + return {"type": "text", "text": str(last.get("text", ""))[:500]} + if last.get("type") == "tool_use": + name = str(last.get("name", "?")) + inp = last.get("input") or {} + # Brief: for Bash, the command; for Edit/Write, the path; + # for Read, the path. Other tools: json first 200 chars. + brief = _tool_input_brief(name, inp) + return {"type": "tool_use", "name": name, "input_brief": brief} + return None + if etype == "user": + msg = d.get("message") or {} + content = msg.get("content") or [] + if isinstance(content, list) and content: + last = content[-1] + if isinstance(last, dict) and last.get("type") == "tool_result": + # tool_result content can be string or list of blocks. + rc = last.get("content") + if isinstance(rc, list) and rc: + txt = "" + for blk in rc: + if isinstance(blk, dict) and blk.get("type") == "text": + txt = str(blk.get("text", "")) + break + else: + txt = str(rc or "") + return {"type": "tool_result", "brief": txt[:300]} + return None + return None + + +def _tool_input_brief(name: str, inp: Any) -> str: + """Pull the most identifying bit out of a tool_use input for one-glance display.""" + if not isinstance(inp, dict): + return "" + if name in ("Bash",): + return str(inp.get("command", ""))[:200] + if name in ("Read", "Write", "Edit"): + return str(inp.get("file_path", "")) + if name in ("Glob",): + return str(inp.get("pattern", "")) + if name in ("Grep",): + return str(inp.get("pattern", "")) + try: + return json.dumps(inp)[:200] + except (TypeError, ValueError): + return "" + + # --------------------------------------------------------------------------- # # Write helpers (very limited) # --------------------------------------------------------------------------- # @@ -101,12 +263,15 @@ def append_timeline_event( "type": event_type, "payload": payload or {}, } - with open(state_dir / "timeline.jsonl", "a", encoding="utf-8") as f: - f.write(json.dumps(entry) + "\n") + from metainfer.server.filelock import lock_file + timeline_path = state_dir / "timeline.jsonl" + with lock_file(timeline_path): + with open(timeline_path, "a", encoding="utf-8") as f: + f.write(json.dumps(entry) + "\n") def reset_state_dir( - state_dir: Path, workspace_dir: Path, task_id: str, task_type: str, + state_dir: Path, workspace_dir: Path, task_id: str, ) -> Dict[str, Any]: """Wipe everything in ``state_dir`` except ``requirements.json``, and wipe the entire ``workspace_dir``. @@ -119,6 +284,10 @@ def reset_state_dir( clean idle state immediately, and stamps a single ``task_reset`` timeline event so the reset itself is auditable. + ``task_type`` is intentionally NOT a parameter — it lives in + requirements.json (which is preserved across reset) and the registry + entry (which the caller already has). + Caller MUST ensure the orchestrator is not running — this function does not check. """ @@ -146,8 +315,6 @@ def reset_state_dir( now = time.time() fresh_run = { "task_id": task_id, - "task_type": task_type, - "created_at": now, "current_iteration": 0, "current_phase": "idle", "last_update": now, @@ -158,9 +325,10 @@ def reset_state_dir( "notes": [], } state_dir.mkdir(parents=True, exist_ok=True) - (state_dir / "run.json").write_text( - json.dumps(fresh_run, indent=2), encoding="utf-8", - ) + run_path = state_dir / "run.json" + tmp = run_path.with_suffix(".tmp") + tmp.write_text(json.dumps(fresh_run, indent=2), encoding="utf-8") + tmp.replace(run_path) append_timeline_event(state_dir, "task_reset", { "task_id": task_id, "reset_at": now, "removed_count": len(removed), "workspace_reset": True, diff --git a/metainfer/server/tasks.py b/metainfer/server/tasks.py index 573558be..2383e527 100644 --- a/metainfer/server/tasks.py +++ b/metainfer/server/tasks.py @@ -28,7 +28,24 @@ @dataclass class TaskEntry: - """One row in the registry.""" + """One row in the registry — IDENTITY ONLY. + + The registry is the durable list of tasks the WebUI knows about. + It pins each task to its ``state_dir`` (metadata + logs) and + ``workspace_dir`` (artifacts), plus the task type and display + label. That's it. + + **Process state (pid / started_at / finished_at) is NOT stored + here.** It lives only in the per-task ``orchestrator.pid`` file, + read on demand via :meth:`Launcher.status`. Caching it here used + to cause SSOT violations: every cleanup path (reconcile, + _reap_dead_pid_file, kill) had to remember to mirror its write + into the registry cache, and the ``if v is None: continue`` rule + in :func:`update_task` silently swallowed ``pid=None`` clearings, + so the cache stuck at stale values forever. If you need to know + whether a task is running, call ``launcher.status(task_id)`` — + do NOT add a pid field back to this dataclass. + """ id: str # user-visible task id, unique type: str # task type id (matches WebPlugin.type) label: str # short display name @@ -43,13 +60,12 @@ class TaskEntry: # "remote:" semantics will eventually resolve to a path under # /nodes// on the shared filesystem. launcher: str = "local" - # Last-known orchestrator PID + lifecycle markers. The orchestrator - # subprocess writes its own PID file under state_dir; the registry - # caches a copy here for the task list view to render quickly without - # touching every task dir. - pid: Optional[int] = None - started_at: Optional[float] = None - finished_at: Optional[float] = None + + +# Legacy fields that used to live on TaskEntry but were removed when +# process state was consolidated into orchestrator.pid. Silently +# stripped on read so old registry.json files keep working. +_LEGACY_FIELDS = frozenset({"pid", "started_at", "finished_at"}) def _read_registry_locked() -> Dict[str, Any]: @@ -103,7 +119,7 @@ def list_tasks() -> List[TaskEntry]: """Return all tasks in creation order.""" with _lock(): data = _read_registry_locked() - return [TaskEntry(**t) for t in data["tasks"]] + return [TaskEntry(**_strip_legacy(t)) for t in data["tasks"]] def get_task(task_id: str) -> Optional[TaskEntry]: @@ -112,10 +128,17 @@ def get_task(task_id: str) -> Optional[TaskEntry]: data = _read_registry_locked() for t in data["tasks"]: if t.get("id") == task_id: - return TaskEntry(**t) + return TaskEntry(**_strip_legacy(t)) return None +def _strip_legacy(d: Dict[str, Any]) -> Dict[str, Any]: + """Remove legacy fields (pid/started_at/finished_at) from a registry + entry dict. Old registry.json files may still contain them; new code + must not consume them. See :class:`TaskEntry` for why.""" + return {k: v for k, v in d.items() if k not in _LEGACY_FIELDS} + + def add_task(entry: TaskEntry) -> None: """Insert a new task. Raises ValueError if id collides.""" with _lock(): @@ -128,22 +151,24 @@ def add_task(entry: TaskEntry) -> None: def update_task(task_id: str, **patch: Any) -> Optional[TaskEntry]: - """Patch fields on an existing task (e.g. refresh pid / started_at / - finished_at). Returns the updated entry, or None if no such task. + """Patch identity fields on an existing task (e.g. relabel). Returns + the updated entry, or None if no such task. - None values in ``patch`` are skipped (treated as 'no change'). Pass - an explicit sentinel if you need to clear a field.""" + Process state (pid/started_at/finished_at) is NOT accepted here — + those live only in ``orchestrator.pid``. Passing them will be + silently dropped (see :class:`TaskEntry` for why). + """ + patch = {k: v for k, v in patch.items() if k not in _LEGACY_FIELDS} + if not patch: + return get_task(task_id) with _lock(): data = _read_registry_locked() for i, t in enumerate(data["tasks"]): if t.get("id") == task_id: - for k, v in patch.items(): - if v is None: - continue - t[k] = v + t.update(patch) data["tasks"][i] = t _write_registry_locked(data) - return TaskEntry(**t) + return TaskEntry(**_strip_legacy(t)) return None diff --git a/metainfer/server/tests/test_cluster_admin.py b/metainfer/server/tests/test_cluster_admin.py new file mode 100644 index 00000000..a68b6efa --- /dev/null +++ b/metainfer/server/tests/test_cluster_admin.py @@ -0,0 +1,133 @@ +"""Tests for /api/cluster/* admin endpoints. + +Covers: +- GET /api/cluster/workers lists registered workers +- GET /api/cluster/scoreboard shows current claims +- POST /api/cluster/scoreboard/force-release removes a claim +- GET /api/cluster/jobs lists submitted jobs +- GET /api/cluster/jobs/{w}/{j}/stdout returns streamed bytes +""" + +from __future__ import annotations + +import time +from pathlib import Path + +import pytest + +from metainfer.cluster import mqueue, paths, scoreboard, worker_registry +from metainfer.cluster.queue_schema import JobSpec +from metainfer.cluster.scoreboard import LeaseToken + + +def test_list_workers_endpoint(client) -> None: + worker_registry.register_worker("w0", "10.0.0.1", "h0", "m0", + {0: {"uuid": "u"}}) + r = client.get("/api/cluster/workers") + assert r.status_code == 200 + data = r.json() + assert any(w["node_id"] == "w0" for w in data) + w0 = [w for w in data if w["node_id"] == "w0"][0] + assert w0["alive"] is True + assert w0["ip"] == "10.0.0.1" + + +def test_get_worker_404_when_missing(client) -> None: + r = client.get("/api/cluster/workers/no-such-worker") + assert r.status_code == 404 + + +def test_scoreboard_lists_claims(client) -> None: + worker_registry.register_worker("w0", "ip", "h", "m", {0: {"uuid": "u"}}) + tok = scoreboard.acquire_gpus([("w0", 0)], holder="w0", job_id="j", + deadline_s=1.0) + assert tok is not None + r = client.get("/api/cluster/scoreboard") + claims = r.json() + assert any(c["node_id"] == "w0" and c["gpu_idx"] == 0 and c["holder"] == "w0" + for c in claims) + + +def test_force_release_endpoint(client) -> None: + worker_registry.register_worker("w0", "ip", "h", "m", {0: {"uuid": "u"}}) + tok = scoreboard.acquire_gpus([("w0", 0)], holder="w0", job_id="j", + deadline_s=1.0) + assert tok is not None + + r = client.post("/api/cluster/scoreboard/force-release", + json={"node_id": "w0", "gpu_idx": 0, "reason": "test"}) + assert r.status_code == 200 + body = r.json() + assert body["was_held"] is True + + # Slot is now free (list_claims returns free rows too — filter to status=held) + claims = client.get("/api/cluster/scoreboard").json() + held = [c for c in claims if c.get("status") == "held" + and c.get("node_id") == "w0" and c.get("gpu_idx") == 0] + assert held == [], "force-released slot must not show as held" + + +def test_force_release_404_on_missing_fields(client) -> None: + r = client.post("/api/cluster/scoreboard/force-release", json={"node_id": "w0"}) + assert r.status_code == 400 + + +def test_force_release_writes_cancel_marker(client, tmp_path: Path) -> None: + """Force-releasing a slot should also write cancel.marker into associated + job dir so the worker can SIGTERM its child.""" + worker_registry.register_worker("w0", "ip", "h", "m", {0: {"uuid": "u"}}) + # Submit a job and acquire its slot + spec = JobSpec(type="script", worker_node_id="w0", submitter="orch", + script_body="sleep 100\n", timeout_s=100, + gpu_slots=[("w0", 0)]) + job_id = mqueue.submit_job(spec) + tok = scoreboard.acquire_gpus([("w0", 0)], holder="w0", job_id=job_id, + deadline_s=1.0) + assert tok is not None + + # Force release with cancel target + # NOTE: this version doesn't yet look up the job dir automatically; pass it + # via payload's 'job_dir' if admin knows it. For now, verify the basic + # release path works. + r = client.post("/api/cluster/scoreboard/force-release", + json={"node_id": "w0", "gpu_idx": 0, "reason": "test"}) + assert r.status_code == 200 + + +def test_list_jobs_endpoint(client) -> None: + worker_registry.register_worker("w0", "ip", "h", "m", {}) + spec = JobSpec(type="script", worker_node_id="w0", submitter="orch", + script_body="echo hi\n", timeout_s=10) + job_id = mqueue.submit_job(spec) + r = client.get("/api/cluster/jobs") + jobs = r.json() + assert any(j["job_id"] == job_id for j in jobs) + + +def test_tail_log_endpoint(client) -> None: + worker_registry.register_worker("w0", "ip", "h", "m", {}) + spec = JobSpec(type="script", worker_node_id="w0", submitter="orch", + script_body="echo hi\n", timeout_s=10) + job_id = mqueue.submit_job(spec) + # Write some bytes to stdout.log directly + (paths.job_dir("w0", job_id) / "stdout.log").write_bytes(b"hello-from-worker\n") + + r = client.get(f"/api/cluster/jobs/w0/{job_id}/stdout") + assert r.status_code == 200 + assert b"hello-from-worker" in r.content + + # With offset + r = client.get(f"/api/cluster/jobs/w0/{job_id}/stdout?offset=5") + assert r.status_code == 200 + assert b"-from-worker" in r.content + assert b"hello" not in r.content + + +def test_tail_log_404_when_missing(client) -> None: + r = client.get("/api/cluster/jobs/w0/no-such-job/stdout") + assert r.status_code == 404 + + +def test_tail_log_400_on_invalid_stream(client) -> None: + r = client.get("/api/cluster/jobs/w0/whatever/stdin") + assert r.status_code == 400 diff --git a/metainfer/server/tests/test_launcher_status.py b/metainfer/server/tests/test_launcher_status.py new file mode 100644 index 00000000..07a6d70b --- /dev/null +++ b/metainfer/server/tests/test_launcher_status.py @@ -0,0 +1,156 @@ +"""Direct tests for :meth:`LocalLauncher.status`. + +The status() method reads ``orchestrator.pid`` and decides whether the +orchestrator is running. These tests pin its three branches so the +multi-node bug (``finished_at`` ignored when ``pid`` is present) doesn't +regress. +""" + +from __future__ import annotations + +import json +import time +from pathlib import Path + +from metainfer.server.launcher import LocalLauncher + + +def _write_pid_file(home: Path, task_id: str, payload: dict) -> Path: + """Drop a fake orchestrator.pid under /tasks//.""" + task_dir = home / "tasks" / task_id + task_dir.mkdir(parents=True, exist_ok=True) + pf = task_dir / "orchestrator.pid" + pf.write_text(json.dumps(payload), encoding="utf-8") + return pf + + +def test_status_finished_at_short_circuits_alive_pid(isolated_env): + """Regression: when ``finished_at`` is stamped in the pid file, the + orchestrator is dead by definition — even if some unrelated process + on this host happens to have recycled the same PID number. The old + code did a liveness check here and could return running=True on a + different machine via shared NFS storage.""" + home = isolated_env["home"] + # Use THIS process's pid + started_at so validate_pid_started_at would + # return True if status() were to call it. The bug is that it must NOT + # get that far once finished_at is set. + me = Path("/proc/self/stat").read_text() + rparen = me.rfind(")") + start_ticks = int(me[rparen + 2:].split()[19]) + boot_time = float(Path("/proc/stat").read_text().split("btime ")[1].split()[0]) + clk_tck = 100 + my_started_at = boot_time + (start_ticks / clk_tck) + + _write_pid_file(home, "t-finished", { + "pid": Path("/proc/self").resolve().name, # this Python process + "task_id": "t-finished", + "started_at": my_started_at, + "finished_at": time.time(), + "exit_hint": "reaped-by-kill-on-dead-pid", + }) + + launcher = LocalLauncher() + status = launcher.status("t-finished") + assert status.running is False + assert status.finished_at is not None + assert status.exit_hint == "reaped-by-kill-on-dead-pid" + + +def test_status_no_pid_file(isolated_env): + """No pid file at all → not-running with the canonical exit_hint.""" + launcher = LocalLauncher() + status = launcher.status("never-spawned") + assert status.running is False + assert status.pid is None + assert status.finished_at is None + assert status.exit_hint == "no-pid-file" + + +def test_status_pid_dead_no_finished_at(isolated_env): + """pid present, finished_at absent, pid is genuinely dead (PID 0 is + reserved by the kernel and never resolves to a live process). Should + return running=False via the liveness check.""" + home = isolated_env["home"] + _write_pid_file(home, "t-crashed", { + "pid": 999_999_989, # almost certainly unused; validate_pid_started_at will return False + "task_id": "t-crashed", + "started_at": time.time(), + }) + + launcher = LocalLauncher() + status = launcher.status("t-crashed") + assert status.running is False + assert status.exit_hint == "pid-dead" + + +def test_status_pid_alive_no_finished_at(isolated_env): + """Golden-path: orchestrator is THIS Python process (we know it's + alive). finished_at is absent, so status() should walk the liveness + branch and report running=True.""" + home = isolated_env["home"] + me = Path("/proc/self/stat").read_text() + rparen = me.rfind(")") + start_ticks = int(me[rparen + 2:].split()[19]) + boot_time = float(Path("/proc/stat").read_text().split("btime ")[1].split()[0]) + clk_tck = 100 + my_started_at = boot_time + (start_ticks / clk_tck) + my_pid = int(Path("/proc/self").resolve().name) + + _write_pid_file(home, "t-alive", { + "pid": my_pid, + "task_id": "t-alive", + "started_at": my_started_at, + }) + + launcher = LocalLauncher() + status = launcher.status("t-alive") + assert status.running is True + assert status.exit_hint == "pid-alive" + assert status.finished_at is None + + +def test_status_remote_hostname_treated_as_alive(isolated_env): + """Regression (multi-node): when the orchestrator.pid was minted on + a different host than this WebUI (e.g. orchestrator started via CLI on + its own node), the local /proc/ check will ALWAYS fail — the pid + doesn't exist here. We must NOT call it dead; instead treat it as + running with exit_hint="remote-pid-unchecked" and rely on the remote + node's finished_at stamping when the orchestrator actually exits.""" + home = isolated_env["home"] + _write_pid_file(home, "t-remote", { + "pid": 999_999_989, # would be reported dead if we hit /proc + "task_id": "t-remote", + "started_at": time.time(), + "hostname": "some-other-node-not-this-one", + }) + + launcher = LocalLauncher() + status = launcher.status("t-remote") + assert status.running is True + assert status.exit_hint == "remote-pid-unchecked" + assert status.finished_at is None + + +def test_kill_on_remote_hostname_does_not_reap(isolated_env, monkeypatch): + """Regression (multi-node): kill() on a pid that lives on another + node must NOT local-kill + then call _reap_dead_pid_file (which would + wrongly mark a still-running remote task as stopped). Just return + False so the user knows to go kill it on the right node.""" + home = isolated_env["home"] + _write_pid_file(home, "t-remote-kill", { + "pid": 999_999_989, + "task_id": "t-remote-kill", + "started_at": time.time(), + "hostname": "some-other-node-not-this-one", + }) + + reaped = {"called": False} + launcher = LocalLauncher() + # Trap _reap_dead_pid_file so we can assert it's never invoked. + monkeypatch.setattr( + launcher, "_reap_dead_pid_file", + lambda *a, **kw: reaped.__setitem__("called", True), + ) + ok = launcher.kill("t-remote-kill", force=True) + assert ok is False + assert reaped["called"] is False diff --git a/metainfer/server/tests/test_liveness.py b/metainfer/server/tests/test_liveness.py new file mode 100644 index 00000000..2d8647d4 --- /dev/null +++ b/metainfer/server/tests/test_liveness.py @@ -0,0 +1,221 @@ +"""Tests for :mod:`metainfer.server.liveness`. + +Verifies that the periodic scan detects orchestrator processes that +died ungracefully mid-run and invokes the existing reaper so the UI +doesn't freeze on a stale "running" snapshot. +""" + +from __future__ import annotations + +import json +import time +from pathlib import Path +from unittest.mock import MagicMock + +import pytest + +from metainfer.server import liveness as _liveness +from metainfer.server import tasks as _tasks +from metainfer.server.launcher import ProcStatus + + +def _make_entry(tid): + """Minimal TaskEntry-like object for the liveness scan. + + Identity only — process state (pid/started_at/finished_at) is NOT + stored in the registry; liveness calls launcher.status() per task. + """ + return MagicMock( + id=tid, + state_dir=f"/tmp/{tid}", workspace_dir=f"/tmp/{tid}-ws", + ) + + +def test_scan_calls_status_on_every_task(monkeypatch): + """No pre-filter: every task in the registry gets probed, because + process state lives in orchestrator.pid (not the registry) and we + can't know which tasks are running without checking.""" + entries = [_make_entry("a"), _make_entry("b"), _make_entry("c")] + monkeypatch.setattr(_tasks, "list_tasks", lambda: entries) + + launcher = MagicMock() + launcher.status.return_value = ProcStatus( + running=False, pid=None, started_at=None, + finished_at=1.0, exit_hint="pid-file-cleared", + ) + checker = _liveness.LivenessChecker(launcher=launcher) + checker._scan_once() + + probed = [call.args[0] for call in launcher.status.call_args_list] + assert probed == ["a", "b", "c"] + + +def test_scan_ignores_alive_orchestrator(monkeypatch): + """A live orchestrator (status.running=True) is left alone.""" + monkeypatch.setattr(_tasks, "list_tasks", + lambda: [_make_entry("alive")]) + launcher = MagicMock() + launcher.status.return_value = ProcStatus( + running=True, pid=123, started_at=1.0, + finished_at=None, exit_hint="pid-alive", + ) + # _reap_dead_pid_file must not be called for live processes + launcher._reap_dead_pid_file = MagicMock() + # But LocalLauncher check uses isinstance, so make it look like one + from metainfer.server.launcher import LocalLauncher + launcher.__class__ = LocalLauncher + + checker = _liveness.LivenessChecker(launcher=launcher) + checker._scan_once() + + launcher._reap_dead_pid_file.assert_not_called() + + +def test_scan_reaps_dead_orchestrator(monkeypatch): + """The bug scenario: orchestrator pid file claims running, /proc + says dead. Scanner must invoke the reaper so the UI flips to stopped.""" + monkeypatch.setattr(_tasks, "list_tasks", + lambda: [_make_entry("dead")]) + launcher = MagicMock() + launcher.status.return_value = ProcStatus( + running=False, pid=999, started_at=1.0, + finished_at=None, exit_hint="pid-dead", + ) + from metainfer.server.launcher import LocalLauncher + launcher.__class__ = LocalLauncher + launcher._reap_dead_pid_file = MagicMock() + + checker = _liveness.LivenessChecker(launcher=launcher) + checker._scan_once() + + launcher._reap_dead_pid_file.assert_called_once_with("dead", 999, 1.0) + + +def test_scan_ignores_already_cleared_pid_file(monkeypatch): + """exit_hint 'no-pid-file' / 'pid-file-cleared' are bookkeeping + states — the orchestrator already wrote finished_at itself, so we + must not double-write a reap event.""" + monkeypatch.setattr(_tasks, "list_tasks", + lambda: [_make_entry("clean")]) + launcher = MagicMock() + launcher.status.return_value = ProcStatus( + running=False, pid=None, started_at=None, + finished_at=1234.0, exit_hint="pid-file-cleared", + ) + from metainfer.server.launcher import LocalLauncher + launcher.__class__ = LocalLauncher + launcher._reap_dead_pid_file = MagicMock() + + checker = _liveness.LivenessChecker(launcher=launcher) + checker._scan_once() + + launcher._reap_dead_pid_file.assert_not_called() + + +def test_scan_skips_when_started_at_missing(monkeypatch): + """PID-reuse safety: without started_at we can't validate. Don't reap.""" + monkeypatch.setattr(_tasks, "list_tasks", + lambda: [_make_entry("risky")]) + launcher = MagicMock() + launcher.status.return_value = ProcStatus( + running=False, pid=123, started_at=None, # ← missing + finished_at=None, exit_hint="pid-dead", + ) + from metainfer.server.launcher import LocalLauncher + launcher.__class__ = LocalLauncher + launcher._reap_dead_pid_file = MagicMock() + + checker = _liveness.LivenessChecker(launcher=launcher) + checker._scan_once() + + launcher._reap_dead_pid_file.assert_not_called() + + +def test_scan_survives_per_task_exception(monkeypatch): + """A buggy entry must not kill the watcher — other tasks still get checked.""" + entries = [_make_entry("bad"), _make_entry("good")] + monkeypatch.setattr(_tasks, "list_tasks", lambda: entries) + + call_log = [] + + def fake_status(tid): + call_log.append(tid) + if tid == "bad": + raise RuntimeError("simulated registry corruption") + return ProcStatus( + running=False, pid=2, started_at=2.0, + finished_at=None, exit_hint="pid-dead", + ) + + launcher = MagicMock() + launcher.status = fake_status + from metainfer.server.launcher import LocalLauncher + launcher.__class__ = LocalLauncher + launcher._reap_dead_pid_file = MagicMock() + + checker = _liveness.LivenessChecker(launcher=launcher) + checker._scan_once() # must not raise + + # Both tasks were attempted + assert call_log == ["bad", "good"] + # "good" was reaped, "bad" was skipped (exception swallowed) + launcher._reap_dead_pid_file.assert_called_once_with("good", 2, 2.0) + + +def test_scan_survives_registry_read_failure(monkeypatch): + """If the registry itself can't be read, the scan logs and exits + cleanly — the next interval will retry.""" + def boom(): + raise RuntimeError("disk gone") + monkeypatch.setattr(_tasks, "list_tasks", boom) + + launcher = MagicMock() + checker = _liveness.LivenessChecker(launcher=launcher) + checker._scan_once() # must not raise + + launcher.status.assert_not_called() + + +def test_scan_survives_per_task_exception(monkeypatch): + """A buggy entry must not kill the watcher — other tasks still get checked.""" + entries = [_make_entry("bad"), _make_entry("good")] + monkeypatch.setattr(_tasks, "list_tasks", lambda: entries) + + call_log = [] + + def fake_status(tid): + call_log.append(tid) + if tid == "bad": + raise RuntimeError("simulated registry corruption") + return ProcStatus( + running=False, pid=2, started_at=2.0, + finished_at=None, exit_hint="pid-dead", + ) + + launcher = MagicMock() + launcher.status = fake_status + from metainfer.server.launcher import LocalLauncher + launcher.__class__ = LocalLauncher + launcher._reap_dead_pid_file = MagicMock() + + checker = _liveness.LivenessChecker(launcher=launcher) + checker._scan_once() # must not raise + + # Both tasks were attempted + assert call_log == ["bad", "good"] + # "good" was reaped, "bad" was skipped (exception swallowed) + launcher._reap_dead_pid_file.assert_called_once_with("good", 2, 2.0) + + +def test_scan_survives_registry_read_failure(monkeypatch): + """If the registry itself can't be read, the scan logs and exits + cleanly — the next interval will retry.""" + def boom(): + raise RuntimeError("disk gone") + monkeypatch.setattr(_tasks, "list_tasks", boom) + + launcher = MagicMock() + checker = _liveness.LivenessChecker(launcher=launcher) + checker._scan_once() # must not raise + + launcher.status.assert_not_called() diff --git a/metainfer/server/tests/test_state_reader.py b/metainfer/server/tests/test_state_reader.py index fa6eef56..31459b57 100644 --- a/metainfer/server/tests/test_state_reader.py +++ b/metainfer/server/tests/test_state_reader.py @@ -45,14 +45,17 @@ def test_read_run_returns_defaults_when_missing(tmp_path): def test_read_run_merges_defaults_for_partial_file(tmp_path): """A run.json missing some keys should still produce a complete dict - so the frontend doesn't KeyError.""" + so the frontend doesn't KeyError. ``task_type`` is intentionally NOT + in run.json — it lives in requirements.json. If a stale run.json + still has it, read_run drops it (single source of truth).""" (tmp_path / "run.json").write_text( json.dumps({"task_id": "abc", "task_type": "calc-theoretical-value"}), encoding="utf-8", ) out = sr.read_run(tmp_path) assert out["task_id"] == "abc" - assert out["task_type"] == "calc-theoretical-value" + # task_type is dropped — not a run.json field anymore + assert "task_type" not in out # Defaults still present: assert "current_phase" in out and out["current_phase"] == "idle" @@ -134,7 +137,7 @@ def test_reset_preserves_requirements_json(tmp_path): (workspace_dir / "step3").mkdir() (state_dir / "timeline.jsonl").write_text("", encoding="utf-8") - summary = sr.reset_state_dir(state_dir, workspace_dir, "tid-1", "calc-theoretical-value") + summary = sr.reset_state_dir(state_dir, workspace_dir, "tid-1") # requirements.json survived. assert sr.read_requirements(state_dir) == req @@ -147,7 +150,8 @@ def test_reset_preserves_requirements_json(tmp_path): # Fresh run.json was written. run = sr.read_run(state_dir) assert run["task_id"] == "tid-1" - assert run["task_type"] == "calc-theoretical-value" + # task_type is NOT in run.json anymore — read from requirements.json. + assert "task_type" not in run assert run["current_iteration"] == 0 assert run["current_phase"] == "idle" assert run["finished"] is False @@ -165,7 +169,7 @@ def test_reset_stamps_task_reset_timeline_event(tmp_path): state_dir.mkdir() workspace_dir.mkdir() (state_dir / "requirements.json").write_text("{}", encoding="utf-8") - sr.reset_state_dir(state_dir, workspace_dir, "tid-2", "calc-theoretical-value") + sr.reset_state_dir(state_dir, workspace_dir, "tid-2") events = sr.read_timeline(state_dir) types = [e["type"] for e in events] assert "task_reset" in types @@ -180,7 +184,7 @@ def test_reset_creates_state_dir_if_missing(tmp_path): """reset should be idempotent even on a never-started task dir.""" sd = tmp_path / "doesnt_exist_yet" wd = tmp_path / "wd_doesnt_exist_yet" - sr.reset_state_dir(sd, wd, "tid-3", "calc-theoretical-value") + sr.reset_state_dir(sd, wd, "tid-3") assert (sd / "run.json").exists() assert (sd / "timeline.jsonl").exists() assert wd.exists() @@ -197,7 +201,106 @@ def test_reset_default_keeps_only_requirements_when_others_absent(tmp_path): json.dumps({"task_type": "calc-theoretical-value"}), encoding="utf-8", ) - summary = sr.reset_state_dir(state_dir, workspace_dir, "tid-4", "calc-theoretical-value") + summary = sr.reset_state_dir(state_dir, workspace_dir, "tid-4") assert summary["removed"] == [] # The file we kept is unchanged. assert sr.read_requirements(state_dir) == {"task_type": "calc-theoretical-value"} + + +# --------------------------------------------------------------------------- # +# read_agent_tail +# --------------------------------------------------------------------------- # +def test_read_agent_tail_404_when_agent_missing(tmp_path): + """Unknown agent name → found=False so the route can 404.""" + (tmp_path / "agents.json").write_text(json.dumps({"ts": 0, "agents": []})) + out = sr.read_agent_tail(tmp_path, "nonexistent") + assert out["found"] is False + assert out["events"] == [] + + +def test_read_agent_tail_no_log_file_returns_empty(tmp_path): + """Agent in snapshot but missing log_file → found, no events.""" + (tmp_path / "agents.json").write_text(json.dumps({ + "ts": 0, + "agents": [{"name": "a1", "log_file": "", "attempt": 1}], + })) + out = sr.read_agent_tail(tmp_path, "a1") + assert out["found"] is True + assert out["events"] == [] + + +def test_read_agent_tail_parses_assistant_text_and_tool_use(tmp_path): + """Stream-json assistant events surface as text/tool_use summaries.""" + log_dir = tmp_path / "logs" / "p6" / "iter_00" + log_dir.mkdir(parents=True) + events_path = log_dir / "p6-porter.attempt1.events.jsonl" + events_path.write_text( + "\n".join([ + json.dumps({"type": "system", "session_id": "abc"}), + json.dumps({"type": "assistant", "message": {"content": [ + {"type": "text", "text": "Thinking about the boot."}, + {"type": "tool_use", "name": "Bash", + "input": {"command": "nvidia-smi"}}, + ]}}), + json.dumps({"type": "user", "message": {"content": [ + {"type": "tool_result", "content": "GPU 0: K100"}]}}), + json.dumps({"type": "assistant", "message": {"content": [ + {"type": "text", "text": "Boot succeeded."}]}}), + ]) + "\n", + encoding="utf-8", + ) + (tmp_path / "agents.json").write_text(json.dumps({ + "ts": 0, + "agents": [{ + "name": "p6-porter", + "log_file": str(events_path).replace(".events.jsonl", ".log"), + "attempt": 1, + }], + })) + out = sr.read_agent_tail(tmp_path, "p6-porter") + assert out["found"] is True + types = [e["type"] for e in out["events"]] + # text + tool_use paired per assistant turn → expect both + assert "tool_use" in types + assert "text" in types + tool_evt = next(e for e in out["events"] if e["type"] == "tool_use") + assert tool_evt["name"] == "Bash" + assert tool_evt["input_brief"] == "nvidia-smi" + + +def test_read_agent_tail_caps_at_max_events(tmp_path): + """Only the last N events are kept (browser-friendly payload).""" + log_dir = tmp_path / "logs" + log_dir.mkdir() + events_path = log_dir / "a.events.jsonl" + lines = [] + for i in range(100): + evt = {"type": "assistant", "message": {"content": [ + {"type": "text", "text": f"line {i}"}]}} + lines.append(json.dumps(evt)) + events_path.write_text("\n".join(lines) + "\n", encoding="utf-8") + (tmp_path / "agents.json").write_text(json.dumps({ + "ts": 0, + "agents": [{"name": "a", "log_file": str(events_path).replace(".events.jsonl", ".log")}], + })) + out = sr.read_agent_tail(tmp_path, "a", max_events=5) + assert len(out["events"]) == 5 + # Should be the LAST 5 + assert out["events"][-1]["text"] == "line 99" + + +def test_read_agent_tail_falls_back_to_raw_log_when_no_events_jsonl(tmp_path): + """If .events.jsonl sibling is missing, tail the raw .log as text lines.""" + log_dir = tmp_path / "logs" + log_dir.mkdir() + log_path = log_dir / "a.log" + log_path.write_text("line1\nline2\nline3\n", encoding="utf-8") + (tmp_path / "agents.json").write_text(json.dumps({ + "ts": 0, + "agents": [{"name": "a", "log_file": str(log_path)}], + })) + out = sr.read_agent_tail(tmp_path, "a", max_events=2) + assert out["found"] is True + assert len(out["events"]) == 2 + assert out["events"][0]["type"] == "raw" + assert out["events"][0]["text"] == "line2" diff --git a/metainfer/tasks/calc_value/orchestrator/orchestrator.py b/metainfer/tasks/calc_value/orchestrator/orchestrator.py index a2892ffa..d50bd96b 100644 --- a/metainfer/tasks/calc_value/orchestrator/orchestrator.py +++ b/metainfer/tasks/calc_value/orchestrator/orchestrator.py @@ -30,7 +30,6 @@ from __future__ import annotations import json -import os from pathlib import Path from typing import Any, Dict, Optional @@ -43,7 +42,7 @@ write_pid_file, ) from metainfer.orchestrator.state import StateStore -from metainfer.orchestrator.token_budget import TokenBudget +from metainfer.orchestrator.token_budget import TokenBudget, resolve_budget_limits from . import phases as _phases from .pipeline import run_pipeline @@ -119,44 +118,15 @@ def _validate_inputs(req: Dict[str, Any]) -> Optional[str]: def _build_budget(state_dir: Path, req: Dict[str, Any]) -> Optional[TokenBudget]: - """Construct the per-task :class:`TokenBudget` from req + env. + """Construct the per-task :class:`TokenBudget`. - Resolution order for the soft cost limit (first match wins): - 1. ``METAINFER_TOKEN_BUDGET_COST_USD`` env var - 2. ``requirements.json::token_budget.max_cost_usd`` (nested object) - 3. ``requirements.json::token_budget_max_cost_usd`` (flat scalar — - what the WebUI new-task form writes) - 4. None — budget circuit breaker disabled - - Hard limit follows the same cascade with the ``_HARD`` suffix. + Limit resolution is delegated to :func:`token_budget.resolve_budget_limits` + so all task types share one source of truth: ``token_budget.json::config`` + wins over the ``requirements.json`` seed (which is only consulted on + first boot before the runtime file exists). See that helper's docstring + for the full cascade + the bug this prevents. """ - tb_cfg = req.get("token_budget") or {} - if not isinstance(tb_cfg, dict): - tb_cfg = {} - - def _resolve_float(env_key: str, conf_key: str, - flat_key: Optional[str] = None) -> Optional[float]: - env_v = os.environ.get(env_key) - if env_v: - try: - return float(env_v) - except ValueError: - pass - v = tb_cfg.get(conf_key) - if v is None and flat_key: - v = req.get(flat_key) - if v is None: - return None - try: - return float(v) - except (TypeError, ValueError): - return None - - soft = _resolve_float("METAINFER_TOKEN_BUDGET_COST_USD", "max_cost_usd", - flat_key="token_budget_max_cost_usd") - hard = _resolve_float("METAINFER_TOKEN_BUDGET_COST_USD_HARD", - "max_cost_usd_hard", - flat_key="token_budget_max_cost_usd_hard") + soft, hard = resolve_budget_limits(state_dir, req) if soft is None and hard is None: return None return TokenBudget( @@ -213,7 +183,7 @@ def run_with_requirements( if err: print(f"[calc-value] FATAL: {err}", flush=True) store = StateStore(state_dir) - rs, _ = store.init_or_resume(task_id, "calc-theoretical-value") + rs, _ = store.init_or_resume(task_id) store.update_run( current_phase=_phases.FINISHED, finished=True, @@ -235,7 +205,7 @@ def run_with_requirements( extra_add_dirs = [repo_root, workspace_dir, model_dir, framework_dir] store = StateStore(state_dir) - rs, is_resume = store.init_or_resume(task_id, "calc-theoretical-value") + rs, is_resume = store.init_or_resume(task_id) if not is_resume: store.update_run(current_phase=_phases.IDLE) store.append_timeline( diff --git a/metainfer/tasks/calc_value/orchestrator/prompts.py b/metainfer/tasks/calc_value/orchestrator/prompts.py index 3bc14b3c..60a45b6c 100644 --- a/metainfer/tasks/calc_value/orchestrator/prompts.py +++ b/metainfer/tasks/calc_value/orchestrator/prompts.py @@ -964,8 +964,9 @@ def calc(batch_size: int, seq_len: int): ` + : html`
visualization 尚未就绪。
`} + + `; +} + +function TracePanel({ trace }) { + if (!trace || !trace.ready) { + return html`
等待 trace_parsed.json …
`; + } + const s = trace.summary || {}; + const rows = (s.by_name_cat || []).slice(0, 30); + return html` +
+
+ file: ${s.source || "?"} + events: ${s.event_count || 0} + CPU stack: ${s.has_cpu_stack ? "yes" : "no"} + CUDA Graph: ${s.cuda_graph_detected ? "detected" : "n/a"} +
+ + + + + + + + + + ${rows.map((r, i) => html` + + + + + + + + + + + `)} + +
KernelCatCountμ (us)σ (us)total (us)p99 (us)bimodal?
${r.name}${r.cat}${r.count}${r.mean_us}${r.std_us}${r.total_us}${r.p99_us}${r.bimodal_suspect ? "⚠" : ""}
+
+ `; +} + +export default function FlhkDetailView({ taskId, run, status, data }) { + const [activeTab, setActiveTab] = useState("overview"); + const phase = run?.current_phase || "idle"; + const { timeline, agents } = data; + const rt = useRuntimeData(taskId); + + return html` +
+ + +
+ ${activeTab === "overview" && html` +
+
+

当前阶段

+

${phase}

+ <${PhaseGraph} graph=${rt.stateGraph} /> +
+
+

校验轮次

+ <${IterationsTable} iterations=${rt.iterations} /> +
+
+ `} + + ${activeTab === "memory" && html`<${MemoryPanel} taskId=${taskId} />`} + + ${activeTab === "graph" && html`<${GraphPanel} taskId=${taskId} flowGraph=${rt.flowGraph} />`} + + ${activeTab === "trace" && html`<${TracePanel} trace=${rt.trace} />`} + + ${activeTab === "runtime" && html` +
+
+

Agents

+ <${AgentsPanel} agents=${agents} /> +
+
+

Timeline

+ <${Timeline} events=${timeline} /> +
+
+ `} +
+
+ `; +} diff --git a/metainfer/tasks/find_low_hanging_kernel/static/flhk.css b/metainfer/tasks/find_low_hanging_kernel/static/flhk.css new file mode 100644 index 00000000..aab0f5ec --- /dev/null +++ b/metainfer/tasks/find_low_hanging_kernel/static/flhk.css @@ -0,0 +1,55 @@ +/* find-low-hanging-kernel detail view styles. */ + +.flhk-detail { display: flex; flex-direction: column; gap: 12px; padding: 12px; } +.flhk-detail .task-tabs { display: flex; gap: 6px; border-bottom: 1px solid #e5e7eb; padding-bottom: 4px; } +.flhk-detail .task-tab { background: transparent; border: none; padding: 6px 12px; cursor: pointer; font: inherit; color: #6b7280; border-radius: 4px 4px 0 0; } +.flhk-detail .task-tab.active { background: #2563eb; color: #fff; } +.flhk-detail .task-tab-body { padding: 8px 0; } +.flhk-detail .panel-grid { display: grid; grid-template-columns: 1fr 1fr; gap: 16px; } +.flhk-detail .panel { background: #fff; border: 1px solid #e5e7eb; border-radius: 6px; padding: 12px; } +.flhk-detail .panel h3 { margin: 0 0 8px; font-size: 13px; font-weight: 600; color: #1f2937; } +.flhk-detail .muted { color: #6b7280; font-size: 12px; } + +.flhk-detail .phase-graph .phase-nodes { display: flex; flex-wrap: wrap; gap: 4px; margin-bottom: 8px; } +.flhk-detail .phase-pill { + display: inline-block; padding: 2px 8px; font-size: 11px; + background: #f3f4f6; color: #1f2937; border-radius: 12px; +} +.flhk-detail .phase-pill.active { background: #2563eb; color: #fff; } +.flhk-detail .phase-edges { list-style: none; padding: 0; margin: 0; font-size: 11px; } +.flhk-detail .phase-edges li.active { color: #2563eb; font-weight: 600; } +.flhk-detail .phase-edges code { font-family: ui-monospace, monospace; } + +.flhk-detail .iter-table { width: 100%; border-collapse: collapse; font-size: 12px; } +.flhk-detail .iter-table th, .flhk-detail .iter-table td { + text-align: left; padding: 4px 8px; border-bottom: 1px solid #f3f4f6; +} +.flhk-detail .iter-table th { font-weight: 600; color: #6b7280; background: #fafafa; } +.flhk-detail .iter-table code { font-family: ui-monospace, monospace; font-size: 11px; } + +.flhk-detail .memory-panel { display: flex; flex-direction: column; gap: 8px; } +.flhk-detail .memory-tabs { display: flex; gap: 6px; } +.flhk-detail .memory-tab { + background: #fff; border: 1px solid #e5e7eb; padding: 4px 10px; + border-radius: 4px; cursor: pointer; font: inherit; font-size: 12px; +} +.flhk-detail .memory-tab.active { background: #2563eb; color: #fff; border-color: #2563eb; } +.flhk-detail .memory-md { + background: #fff; border: 1px solid #e5e7eb; border-radius: 6px; + padding: 12px; font: 12px/1.5 ui-monospace, monospace; white-space: pre-wrap; + max-height: 60vh; overflow: auto; color: #1f2937; +} + +.flhk-detail .graph-panel { display: flex; flex-direction: column; gap: 8px; } +.flhk-detail .graph-toolbar { display: flex; gap: 12px; align-items: center; } +.flhk-detail .graph-toolbar a { color: #2563eb; text-decoration: none; font-size: 12px; } +.flhk-detail .graph-toolbar a:hover { text-decoration: underline; } +.flhk-detail .graph-iframe { + width: 100%; height: 70vh; border: 1px solid #e5e7eb; border-radius: 6px; + background: #fafafa; +} + +.flhk-detail .trace-panel .trace-meta { + display: flex; gap: 12px; font-size: 12px; color: #6b7280; + margin-bottom: 8px; padding: 4px 0; +} diff --git a/metainfer/tasks/find_low_hanging_kernel/static/flow_graph_template.html b/metainfer/tasks/find_low_hanging_kernel/static/flow_graph_template.html new file mode 100644 index 00000000..86b327e6 --- /dev/null +++ b/metainfer/tasks/find_low_hanging_kernel/static/flow_graph_template.html @@ -0,0 +1,370 @@ + + + + + +find-low-hanging-kernel · execution-flow graph + + + +
+

find-low-hanging-kernel

+ execution-flow graph + + + + + +
+
+
+
■ entry node   ■ exit node
+
total_us = sum across all calls in the trace
+
+ + + + + +/*__FLOW_GRAPH_JSON__*/ + + + + diff --git a/metainfer/tasks/find_low_hanging_kernel/static/vendor/elk.bundled.js b/metainfer/tasks/find_low_hanging_kernel/static/vendor/elk.bundled.js new file mode 100644 index 00000000..5519f1ba --- /dev/null +++ b/metainfer/tasks/find_low_hanging_kernel/static/vendor/elk.bundled.js @@ -0,0 +1,6589 @@ +(function(f){if(typeof exports==="object"&&typeof module!=="undefined"){module.exports=f()}else if(typeof define==="function"&&define.amd){define([],f)}else{var g;if(typeof window!=="undefined"){g=window}else if(typeof global!=="undefined"){g=global}else if(typeof self!=="undefined"){g=self}else{g=this}g.ELK = f()}})(function(){var define,module,exports;return (function(){function r(e,n,t){function o(i,f){if(!n[i]){if(!e[i]){var c="function"==typeof require&&require;if(!f&&c)return c(i,!0);if(u)return u(i,!0);var a=new Error("Cannot find module '"+i+"'");throw a.code="MODULE_NOT_FOUND",a}var p=n[i]={exports:{}};e[i][0].call(p.exports,function(r){var n=e[i][1][r];return o(n||r)},p,p.exports,r,e,n,t)}return n[i].exports}for(var u="function"==typeof require&&require,i=0;i 0 && arguments[0] !== undefined ? arguments[0] : {}, + _ref$defaultLayoutOpt = _ref.defaultLayoutOptions, + defaultLayoutOptions = _ref$defaultLayoutOpt === void 0 ? {} : _ref$defaultLayoutOpt, + _ref$algorithms = _ref.algorithms, + algorithms = _ref$algorithms === void 0 ? ['layered', 'stress', 'mrtree', 'radial', 'force', 'disco', 'sporeOverlap', 'sporeCompaction', 'rectpacking'] : _ref$algorithms, + workerFactory = _ref.workerFactory, + workerUrl = _ref.workerUrl; + _classCallCheck(this, ELK); + this.defaultLayoutOptions = defaultLayoutOptions; + this.initialized = false; + + // check valid worker construction possible + if (typeof workerUrl === 'undefined' && typeof workerFactory === 'undefined') { + throw new Error("Cannot construct an ELK without both 'workerUrl' and 'workerFactory'."); + } + var factory = workerFactory; + if (typeof workerUrl !== 'undefined' && typeof workerFactory === 'undefined') { + // use default Web Worker + factory = function factory(url) { + return new Worker(url); + }; + } + + // create the worker + var worker = factory(workerUrl); + if (typeof worker.postMessage !== 'function') { + throw new TypeError("Created worker does not provide" + " the required 'postMessage' function."); + } + + // wrap the worker to return promises + this.worker = new PromisedWorker(worker); + + // initially register algorithms + this.worker.postMessage({ + cmd: 'register', + algorithms: algorithms + }).then(function (r) { + return _this.initialized = true; + })["catch"](console.err); + } + return _createClass(ELK, [{ + key: "layout", + value: function layout(graph) { + var _ref2 = arguments.length > 1 && arguments[1] !== undefined ? arguments[1] : {}, + _ref2$layoutOptions = _ref2.layoutOptions, + layoutOptions = _ref2$layoutOptions === void 0 ? this.defaultLayoutOptions : _ref2$layoutOptions, + _ref2$logging = _ref2.logging, + logging = _ref2$logging === void 0 ? false : _ref2$logging, + _ref2$measureExecutio = _ref2.measureExecutionTime, + measureExecutionTime = _ref2$measureExecutio === void 0 ? false : _ref2$measureExecutio; + if (!graph) { + return Promise.reject(new Error("Missing mandatory parameter 'graph'.")); + } + return this.worker.postMessage({ + cmd: 'layout', + graph: graph, + layoutOptions: layoutOptions, + options: { + logging: logging, + measureExecutionTime: measureExecutionTime + } + }); + } + }, { + key: "knownLayoutAlgorithms", + value: function knownLayoutAlgorithms() { + return this.worker.postMessage({ + cmd: 'algorithms' + }); + } + }, { + key: "knownLayoutOptions", + value: function knownLayoutOptions() { + return this.worker.postMessage({ + cmd: 'options' + }); + } + }, { + key: "knownLayoutCategories", + value: function knownLayoutCategories() { + return this.worker.postMessage({ + cmd: 'categories' + }); + } + }, { + key: "terminateWorker", + value: function terminateWorker() { + if (this.worker) this.worker.terminate(); + } + }]); +}(); +var PromisedWorker = /*#__PURE__*/function () { + function PromisedWorker(worker) { + var _this2 = this; + _classCallCheck(this, PromisedWorker); + if (worker === undefined) { + throw new Error("Missing mandatory parameter 'worker'."); + } + this.resolvers = {}; + this.worker = worker; + this.worker.onmessage = function (answer) { + // why is this necessary? + setTimeout(function () { + _this2.receive(_this2, answer); + }, 0); + }; + } + return _createClass(PromisedWorker, [{ + key: "postMessage", + value: function postMessage(msg) { + var id = this.id || 0; + this.id = id + 1; + msg.id = id; + var self = this; + return new Promise(function (resolve, reject) { + // prepare the resolver + self.resolvers[id] = function (err, res) { + if (err) { + self.convertGwtStyleError(err); + reject(err); + } else { + resolve(res); + } + }; + // post the message + self.worker.postMessage(msg); + }); + } + }, { + key: "receive", + value: function receive(self, answer) { + var json = answer.data; + var resolver = self.resolvers[json.id]; + if (resolver) { + delete self.resolvers[json.id]; + if (json.error) { + resolver(json.error); + } else { + resolver(null, json.data); + } + } + } + }, { + key: "terminate", + value: function terminate() { + if (this.worker) { + this.worker.terminate(); + } + } + }, { + key: "convertGwtStyleError", + 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c,d;d=false;if(VD(b)){d=true;vAd(a,new GC(OD(b)))}if(!d){if(RD(b,242)){d=true;vAd(a,(c=Xdb(JD(b,242)),new _B(c)))}}if(!d){throw Icb(new Hdb(nGe))}} +function eYd(a,b,c,d){var e,f,g;e=new N1d(a.e,1,10,(g=b.c,RD(g,88)?JD(g,29):(HRd(),xRd)),(f=c.c,RD(f,88)?JD(f,29):(HRd(),xRd)),dXd(a,b),false);!d?(d=e):d.lj(e);return d} +function AYb(a){var b,c;switch(JD(lNb(xYb(a),($xc(),mwc)),420).g){case 0:b=a.n;c=a.o;return new Yfd(b.a+c.a/2,b.b+c.b/2);case 1:return new Zfd(a.n);default:return null;}} +function jpc(){jpc=ndb;gpc=new kpc(cye,0);fpc=new kpc('LEFTUP',1);ipc=new kpc('RIGHTUP',2);epc=new kpc('LEFTDOWN',3);hpc=new kpc('RIGHTDOWN',4);dpc=new kpc('BALANCED',5)} +function iGc(a,b,c){var d,e,f;d=Xeb(a.a[b.p],a.a[c.p]);if(d==0){e=JD(lNb(b,(Krc(),Xqc)),16);f=JD(lNb(c,Xqc),16);if(e.Gc(c)){return -1}else if(f.Gc(b)){return 1}}return d} +function G1c(a){switch(a.g){case 1:return new e0c;case 2:return new g0c;case 3:return new c0c;case 0:return null;default:throw Icb(new hfb($Ce+(a.f!=null?a.f:''+a.g)));}} +function pvd(a,b,c){switch(b){case 1:!a.n&&(a.n=new A3d(P3,a,1,7));uJd(a.n);!a.n&&(a.n=new A3d(P3,a,1,7));$Ed(a.n,JD(c,18));return;case 2:svd(a,OD(c));return;}Mud(a,b,c)} +function Gvd(a,b,c){switch(b){case 3:Jvd(a,Reb(MD(c)));return;case 4:Lvd(a,Reb(MD(c)));return;case 5:Mvd(a,Reb(MD(c)));return;case 6:Nvd(a,Reb(MD(c)));return;}pvd(a,b,c)} +function kyd(a,b,c){var d,e,f;f=(d=new P3d,d);e=VTd(f,b,null);!!e&&e.mj();Wxd(f,c);YEd((!a.c&&(a.c=new A3d(C6,a,12,10)),a.c),f);YTd(f,0);_Td(f,1);$Td(f,true);ZTd(f,true)} +function K3d(a,b){var c,d,e;c=Psb(a.i,b);if(RD(c,241)){e=JD(c,241);e.wi()==null&&undefined;return e.ti()}else if(RD(c,493)){d=JD(c,1999);e=d.b;return e}else{return null}} +function $i(a,b,c,d){var e,f;Qb(b);Qb(c);f=JD(zn(a.d,b),15);Ob(!!f,'Row %s not in %s',b,a.e);e=JD(zn(a.b,c),15);Ob(!!e,'Column %s not in %s',c,a.c);return aj(a,f.a,e.a,d)} +function Cy(b){var 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c,d,e;c=b.ni(a.a);if(c){e=aMd((!c.b&&(c.b=new QTd((HRd(),DRd),K7,c)),c.b),lIe);if(e!=null){for(d=1;d<(jie(),gie).length;++d){if(sgb(gie[d],e)){return d}}}}return 0} +function Te(a,b){var c,d,e,f;KDb(b);f=a.a.gc();if(f0?1:0;while(f.a[e]!=c){f=f.a[e];e=a.a.Le(c.d,f.d)>0?1:0}f.a[e]=d;d.b=c.b;d.a[0]=c.a[0];d.a[1]=c.a[1];c.a[0]=null;c.a[1]=null} +function aGb(a){var b,c,d,e;b=new imb;c=SC(Fcb,zwe,30,a.a.c.length,16,1);Zmb(c,c.length);for(e=new Hmb(a.a);e.a0&&u3b((JDb(0,c.c.length),JD(c.c[0],25)),a);c.c.length>1&&u3b(JD(amb(c,c.c.length-1),25),a);b.Ug()} +function Old(a){Lld();var b,c;b=Drb(Hld,WC(OC(I2,1),kue,280,0,[Jld]));if(_x(Px(b,a))>1){return false}c=Drb(Gld,WC(OC(I2,1),kue,280,0,[Fld,Kld]));if(_x(Px(c,a))>1){return false}return true} +function Myd(a,b){var c;c=cjb((WQd(),VQd),a);RD(c,493)?fjb(VQd,a,new z3d(this,b)):fjb(VQd,a,this);Iyd(this,b);if(b==(hRd(),gRd)){this.wb=JD(this,2000);JD(b,2002)}else{this.wb=(jRd(),iRd)}} +function J8d(b){var c,d,e;if(b==null){return 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b,c,d,e,f,g,h,i,j;this.a=fIc(a);this.b=new imb;for(c=a,d=0,e=c.length;d_fc(a.d).c){a.i+=a.g.c;bgc(a.d)}else if(_fc(a.d).c>_fc(a.g).c){a.e+=a.d.c;bgc(a.g)}else{a.i+=$fc(a.g);a.e+=$fc(a.d);bgc(a.g);bgc(a.d)}}} +function RPc(a,b,c){var d,e,f,g;f=b.q;g=b.r;new xPc((BPc(),zPc),b,f,1);new xPc(zPc,f,g,1);for(e=new Hmb(c);e.ah&&(i=h/d);e>f&&(j=f/e);g=$wnd.Math.min(i,j);a.a+=g*(b.a-a.a);a.b+=g*(b.b-a.b)} +function o5c(a,b,c,d,e){var f,g;g=false;f=JD(amb(c.b,0),26);while(B5c(a,b,f,d,e)){g=true;A6c(c,f);if(c.b.c.length==0){break}f=JD(amb(c.b,0),26)}c.b.c.length==0&&m7c(c.j,c);g&&P6c(b.q);return g} +function Kud(a,b,c,d){var e,f;if(c==0){return !a.o&&(a.o=new BTd((ysd(),vsd),c4,a,0)),zTd(a.o,b,d)}return f=JD(tWd((e=JD(fud(a,16),29),!e?a.fi():e),c),69),f.uk().yk(a,dud(a),c-yWd(a.fi()),b,d)} +function Iyd(a,b){var c;if(b!=a.sb){c=null;!!a.sb&&(c=JD(a.sb,52).Qh(a,1,v6,c));!!b&&(c=JD(b,52).Oh(a,1,v6,c));c=oyd(a,b,c);!!c&&c.mj()}else (a.Db&4)!=0&&(a.Db&1)==0&&zsd(a,new L1d(a,1,4,b,b))} +function pBd(a,b){var c,d,e,f;if(b){e=CAd(b,'x');c=new KCd(a);Owd(c.a,(KDb(e),e));f=CAd(b,'y');d=new MCd(a);Pwd(d.a,(KDb(f),f))}else{throw Icb(new JAd('All edge sections need an end point.'))}} +function nBd(a,b){var c,d,e,f;if(b){e=CAd(b,'x');c=new ECd(a);Vwd(c.a,(KDb(e),e));f=CAd(b,'y');d=new GCd(a);Wwd(d.a,(KDb(f),f))}else{throw Icb(new JAd('All edge sections need a start point.'))}} +function mAb(a,b){var c,d,e,f,g,h,i;for(d=pAb(a),f=0,h=d.length;f>22-b;e=a.h<>22-b}else if(b<44){c=0;d=a.l<>44-b}else{c=0;d=0;e=a.l<=hue?'error':d>=900?'warn':d>=800?'info':'log');uDb(c,a.a);!!a.b&&vDb(b,c,a.b,'Exception: ',true)} +function oRb(a,b){var c,d,e,f,g;e=b==1?lRb:kRb;for(d=e.a.ec().Jc();d.Ob();){c=JD(d.Pb(),86);for(g=JD(Qc(a.f.c,c),22).Jc();g.Ob();){f=JD(g.Pb(),49);Ylb(a.b.b,JD(f.b,82));Ylb(a.b.a,JD(f.b,82).d)}}} +function Yjc(a,b,c,d){var e,f,g,h,i;i=a.b;f=b.d;g=f.j;h=ckc(g,i.d[g.g],c);e=Gfd(Ifd(f.n),f.a);switch(f.j.g){case 3:case 1:h.a+=e.a;break;case 2:h.b+=e.b;break;case 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c,d,e;c=Zfc(b,a.e);d=JD(bjb(a.g.f,c),15).a;e=a.a.c.length-1;if(a.a.c.length!=0&&JD(amb(a.a,e),295).c==d){++JD(amb(a.a,e),295).a;++JD(amb(a.a,e),295).b}else{Ylb(a.a,new ggc(d))}} +function u1c(){u1c=ndb;l1c=(gjd(),zid);s1c=Qid;e1c=Vhd;f1c=Yhd;g1c=$hd;d1c=Thd;h1c=bid;k1c=uid;b1c=(Z0c(),K0c);c1c=L0c;n1c=R0c;q1c=U0c;o1c=S0c;p1c=T0c;i1c=N0c;j1c=P0c;m1c=Q0c;r1c=V0c;t1c=X0c;a1c=J0c} +function w6c(a,b){var c,d,e,f,g;if(a.e<=b){return a.g}if(y6c(a,a.g,b)){return a.g}f=a.r;d=a.g;g=a.r;e=(f-d)/2+d;while(d+11&&(a.e.b+=a.a)}else{a.e.a+=c.a;a.e.b=$wnd.Math.max(a.e.b,c.b);a.d.c.length>1&&(a.e.a+=a.a)}} +function Ljc(a){var b,c,d,e;e=a.i;b=e.b;d=e.j;c=e.g;switch(e.a.g){case 0:c.a=(a.g.b.o.a-d.a)/2;break;case 1:c.a=b.d.n.a+b.d.a.a;break;case 2:c.a=b.d.n.a+b.d.a.a-d.a;break;case 3:c.b=b.d.n.b+b.d.a.b;}} +function KKc(a,b,c){var d,e,f;for(e=new Yr(Dr(vYb(c).a.Jc(),new Dl));Wr(e);){d=JD(Xr(e),17);if(!(!vWb(d)&&!(!vWb(d)&&d.c.i.c==d.d.i.c))){continue}f=CKc(a,d,c,new pLc);f.c.length>1&&(nDb(b.c,f),true)}} 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(a.Db&4)!=0&&(a.Db&1)==0&&zsd(a,new L1d(a,1,9,b,b))} +function rUd(b){var c,d,e,f,g;e=UTd(b);g=b.j;if(g==null&&!!e){return b.Hk()?null:e.gk()}else if(RD(e,159)){d=e.hk();if(d){f=d.ti();if(f!=b.i){c=JD(e,159);if(c.lk()){try{b.g=f.qi(c,g)}catch(a){a=Hcb(a);if(RD(a,80)){b.g=null}else throw Icb(a)}}b.i=f}}return b.g}return null} +function MMb(a){var b;b=new imb;Ylb(b,new hEb(new Yfd(a.c,a.d),new Yfd(a.c+a.b,a.d)));Ylb(b,new hEb(new Yfd(a.c,a.d),new Yfd(a.c,a.d+a.a)));Ylb(b,new hEb(new Yfd(a.c+a.b,a.d+a.a),new Yfd(a.c+a.b,a.d)));Ylb(b,new hEb(new Yfd(a.c+a.b,a.d+a.a),new Yfd(a.c,a.d+a.a)));return b} +function Jjc(a){var b,c,d,e;d=a.a.d.j;e=a.c.d.j;for(c=new Hmb(a.i.d);c.a>>0,d.toString(16));qAb(uAb(),(Xzb(),'Exception during lenientFormat for '+e),c);return '<'+e+' threw '+ueb(c.Pm)+'>'}else throw Icb(a)}} +function Dy(a){var b,c,d,e,f,g,h,i,j;d=false;b=336;c=0;f=new bq(a.length);for(h=a,i=0,j=h.length;i1){b=GGb((c=new 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hfb(OFe+nzd(a)));d=null;!!a.Cb&&(d=(c=a.Db>>16,c>=0?jzd(a,d):a.Cb.Qh(a,-1-c,null,d)));!!b&&(d=JD(b,52).Oh(a,1,O3,d));d=izd(a,b,d);!!d&&d.mj()}else (a.Db&4)!=0&&(a.Db&1)==0&&zsd(a,new L1d(a,1,7,b,b))} +function jTd(a,b){var c,d;if(b!=a.Cb||a.Db>>16!=3&&!!b){if(Mhe(a,b))throw Icb(new hfb(OFe+mTd(a)));d=null;!!a.Cb&&(d=(c=a.Db>>16,c>=0?gTd(a,d):a.Cb.Qh(a,-1-c,null,d)));!!b&&(d=JD(b,52).Oh(a,0,x6,d));d=fTd(a,b,d);!!d&&d.mj()}else (a.Db&4)!=0&&(a.Db&1)==0&&zsd(a,new L1d(a,1,3,b,b))} +function Tib(a,b){Sib();var c,d,e,f,g,h,i,j,k;if(b.d>a.d){h=a;a=b;b=h}if(b.d<63){return Xib(a,b)}g=(a.d&-2)<<4;j=fib(a,g);k=fib(b,g);d=Nib(a,eib(j,g));e=Nib(b,eib(k,g));i=Tib(j,k);c=Tib(d,e);f=Tib(Nib(j,d),Nib(e,k));f=Iib(Iib(f,i),c);f=eib(f,g);i=eib(i,g<<1);return Iib(Iib(i,f),c)} +function Byc(){Byc=ndb;zyc=new Dyc(VBe,0);wyc=new Dyc('LONGEST_PATH',1);xyc=new Dyc('LONGEST_PATH_SOURCE',2);tyc=new Dyc('COFFMAN_GRAHAM',3);vyc=new Dyc(Uye,4);Ayc=new Dyc('STRETCH_WIDTH',5);yyc=new Dyc('MIN_WIDTH',6);syc=new Dyc('BF_MODEL_ORDER',7);uyc=new Dyc('DF_MODEL_ORDER',8)} +function zyd(a,b){var c,d,e,f,g,h;if(!a.tb){f=(!a.rb&&(a.rb=new H3d(a,q6,a)),a.rb);h=new Zrb(f.i);for(e=new fKd(f);e.e!=e.i.gc();){d=JD(dKd(e),143);g=d.ve();c=JD(g==null?wsb(h.f,null,d):Qsb(h.i,g,d),143);!!c&&(g==null?wsb(h.f,null,c):Qsb(h.i,g,c))}a.tb=h}return JD(cjb(a.tb,b),143)} +function uWd(a,b){var c,d,e,f,g;(a.i==null&&pWd(a),a.i).length;if(!a.p){g=new Zrb((3*a.g.i/2|0)+1);for(e=new AKd(a.g);e.e!=e.i.gc();){d=JD(zKd(e),179);f=d.ve();c=JD(f==null?wsb(g.f,null,d):Qsb(g.i,f,d),179);!!c&&(f==null?wsb(g.f,null,c):Qsb(g.i,f,c))}a.p=g}return JD(cjb(a.p,b),179)} +function vDb(a,b,c,d,e){var f,g,h,i,j;tDb(d+dz(c,c.ge()),e);uDb(b,xDb(c));f=c.f;!!f&&vDb(a,b,f,'Caused by: ',false);for(h=(c.k==null&&(c.k=SC(iJ,Ote,80,0,0,1)),c.k),i=0,j=h.length;i=0;f+=c?1:-1){g=g|b.c.jg(i,f,c,d&&!Odb(LD(lNb(b.j,(Krc(),Qqc))))&&!Odb(LD(lNb(b.j,(Krc(),wrc)))));g=g|b.q.tg(i,f,c);g=g|HGc(a,i[f],c,d)}bsb(a.c,b);return g} +function l0b(a,b,c){var d,e,f,g,h,i,j,k,l,m;for(k=VXb(a.j),l=0,m=k.length;l1&&(a.a=true);pMb(JD(c.b,68),Gfd(Ifd(JD(b.b,68).c),Qfd(Vfd(Ifd(JD(c.b,68).a),JD(b.b,68).a),e)));uad(a,b);wad(a,c)}} +function URb(a){var b,c,d,e,f,g,h;for(f=new Hmb(a.a.a);f.a0&&f>0?(g.p=b++):d>0?(g.p=c++):f>0?(g.p=e++):(g.p=c++);}}Fnb();gmb(a.j,new t9b)} +function ncc(a){var b,c;c=null;b=JD(amb(a.g,0),17);do{c=b.d.i;if(mNb(c,(Krc(),crc))){return JD(lNb(c,crc),12).i}if(c.k!=(UYb(),RYb)&&Wr(new Yr(Dr(BYb(c).a.Jc(),new Dl)))){b=JD(Xr(new Yr(Dr(BYb(c).a.Jc(),new Dl))),17)}else if(c.k!=RYb){return null}}while(!!c&&c.k!=(UYb(),RYb));return c} +function wkc(a,b){var c,d,e,f,g,h,i,j,k;h=b.j;g=b.g;i=JD(amb(h,h.c.length-1),113);k=(JDb(0,h.c.length),JD(h.c[0],113));j=skc(a,g,i,k);for(f=1;fj){i=c;k=e;j=d}}b.a=k;b.c=i} +function glc(a,b,c,d){var e,f;e=XD(lNb(c,($xc(),tvc)))===XD((bqc(),$pc));f=JD(lNb(c,svc),16);if(mNb(a,(Krc(),grc))){if(e){if(f.Gc(lNb(a,vvc))&&f.Gc(lNb(b,vvc))){return d*JD(lNb(a,vvc),15).a+JD(lNb(a,grc),15).a}}else{return JD(lNb(a,grc),15).a}}else{return -1}return JD(lNb(a,grc),15).a} +function BIc(a,b,c){var d,e,f,g,h,i,j;j=new Dzb(new nJc(a));for(g=WC(OC(dQ,1),oye,12,0,[b,c]),h=0,i=g.length;hi-a.b&&hi-a.a&&hc.p){return 1}return 0}else return f.Ob()?1:-1} +function C5c(a,b){var c,d,e,f,g,h;b.Tg(RDe,1);e=JD(Pud(a,(D4c(),t4c)),104);f=(!a.a&&(a.a=new A3d(Q3,a,10,11)),a.a);g=f7c(f);h=$wnd.Math.max(g.a,Reb(MD(Pud(a,(A3c(),x3c))))-(e.b+e.c));d=$wnd.Math.max(g.b,Reb(MD(Pud(a,u3c)))-(e.d+e.a));c=d-g.b;Rud(a,p3c,c);Rud(a,r3c,h);Rud(a,q3c,d+c);b.Ug()} +function MEd(a){var b,c;if((!a.a&&(a.a=new A3d(M3,a,6,6)),a.a).i==0){return IEd(a)}else{b=JD(SFd((!a.a&&(a.a=new A3d(M3,a,6,6)),a.a),0),170);uJd((!b.a&&(b.a=new VXd(K3,b,5)),b.a));Vwd(b,0);Wwd(b,0);Owd(b,0);Pwd(b,0);c=(!a.a&&(a.a=new A3d(M3,a,6,6)),a.a);while(c.i>1){xJd(c,c.i-1)}return b}} +function nie(a,b){lie();var c,d,e,f;if(!b){return kie}else if(b==(lke(),ike)||(b==Sje||b==Qje||b==Rje)&&a!=Pje){return new uie(a,b)}else{d=JD(b,682);c=d.Yk();if(!c){yde(Oce((jie(),hie),b));c=d.Yk()}f=(!c.i&&(c.i=new Yrb),c.i);e=JD(Wd(vsb(f.f,a)),2003);!e&&ejb(f,a,e=new uie(a,b));return e}} +function zFb(a,b){var c,d;d=vzb(a.b,b.b);if(!d){throw Icb(new kfb('Invalid hitboxes for scanline constraint calculation.'))}(tFb(b.b,JD(xzb(a.b,b.b),60))||tFb(b.b,JD(wzb(a.b,b.b),60)))&&(nhb(),String.fromCharCode(10));a.a[b.b.f]=JD(zzb(a.b,b.b),60);c=JD(yzb(a.b,b.b),60);!!c&&(a.a[c.f]=b.b)} +function e9b(a,b){var c,d,e,f,g,h,i,j,k;i=JD(lNb(a,(Krc(),hrc)),12);j=cgd(WC(OC(o2,1),Ote,8,0,[i.i.n,i.n,i.a])).a;k=a.i.n.b;c=TXb(a.e);for(e=c,f=0,g=e.length;f0){if(f.a){h=f.b.Kf().a;if(c>h){e=(c-h)/2;f.d.b=e;f.d.c=e}}else{f.d.c=a.s+c}}else if(Nld(a.u)){d=Jpd(f.b);d.c<0&&(f.d.b=-d.c);d.c+d.b>f.b.Kf().a&&(f.d.c=d.c+d.b-f.b.Kf().a)}}} +function lRc(a,b){var c,d,e,f,g;g=new imb;c=b;do{f=JD(bjb(a.b,c),132);f.B=c.c;f.D=c.d;nDb(g.c,f);c=JD(bjb(a.k,c),17)}while(c);d=(JDb(0,g.c.length),JD(g.c[0],132));d.j=true;d.A=JD(d.d.a.ec().Jc().Pb(),17).c.i;e=JD(amb(g,g.c.length-1),132);e.q=true;e.C=JD(e.d.a.ec().Jc().Pb(),17).d.i;return g} +function n2b(a){var b,c;c=JD(lNb(a,($xc(),qwc)),165);b=JD(lNb(a,(Krc(),Vqc)),315);if(c==(Qrc(),Mrc)){oNb(a,qwc,Prc);oNb(a,Vqc,(kqc(),jqc))}else if(c==Orc){oNb(a,qwc,Prc);oNb(a,Vqc,(kqc(),hqc))}else if(b==(kqc(),jqc)){oNb(a,qwc,Mrc);oNb(a,Vqc,iqc)}else if(b==hqc){oNb(a,qwc,Orc);oNb(a,Vqc,iqc)}} +function zOc(){zOc=ndb;xOc=new LOc;tOc=Xbd(new acd,(TQb(),QQb),(Q5b(),m5b));wOc=Vbd(Xbd(new acd,QQb,A5b),SQb,z5b);yOc=Ubd(Ubd(Zbd(Vbd(Xbd(new acd,OQb,K5b),SQb,J5b),RQb),I5b),L5b);uOc=Vbd(Xbd(Xbd(Xbd(new acd,PQb,p5b),RQb,r5b),RQb,s5b),SQb,q5b);vOc=Vbd(Xbd(Xbd(new acd,RQb,s5b),RQb,Z4b),SQb,Y4b)} +function bRc(){bRc=ndb;YQc=Xbd(Vbd(new acd,(TQb(),SQb),(Q5b(),a5b)),QQb,m5b);aRc=Ubd(Ubd(Zbd(Vbd(Xbd(new acd,OQb,K5b),SQb,J5b),RQb),I5b),L5b);ZQc=Vbd(Xbd(Xbd(Xbd(new acd,PQb,p5b),RQb,r5b),RQb,s5b),SQb,q5b);_Qc=Xbd(Xbd(new acd,QQb,A5b),SQb,z5b);$Qc=Vbd(Xbd(Xbd(new acd,RQb,s5b),RQb,Z4b),SQb,Y4b)} +function AOc(a,b,c,d,e){var f,g;if((!vWb(b)&&b.c.i.c==b.d.i.c||!Lfd(cgd(WC(OC(o2,1),Ote,8,0,[e.i.n,e.n,e.a])),c))&&!vWb(b)){b.c==e?$t(b.a,0,new Zfd(c)):Qtb(b.a,new Zfd(c));if(d&&!csb(a.a,c)){g=JD(lNb(b,($xc(),nwc)),78);if(!g){g=new jgd;oNb(b,nwc,g)}f=new Zfd(c);Ttb(g,f,g.c.b,g.c);bsb(a.a,f)}}} +function $s(a,b){var c,d,e,f;f=ddb(Vcb(due,xfb(ddb(Vcb(b==null?0:tb(b),eue)),15)));c=f&a.b.length-1;e=null;for(d=a.b[c];d;e=d,d=d.a){if(d.d==f&&Hb(d.i,b)){!e?(a.b[c]=d.a):(e.a=d.a);Ks(JD(Lub(d.c),593),JD(Lub(d.f),593));Js(JD(Lub(d.b),227),JD(Lub(d.e),227));--a.f;++a.e;return true}}return false} +function M7b(a){var b,c;for(c=new Yr(Dr(yYb(a).a.Jc(),new Dl));Wr(c);){b=JD(Xr(c),17);if(b.c.i.k!=(UYb(),OYb)){throw Icb(new pbd(Gye+wYb(a)+"' has its layer constraint set to FIRST, but has at least one incoming edge that "+' does not come from a FIRST_SEPARATE node. That must not happen.'))}}} +function mmc(a,b){var c,d,e,f,g,h,i,j,k,l,m;e=b?new vmc:new xmc;f=false;do{f=false;j=b?$u(a.b):a.b;for(i=j.Jc();i.Ob();){h=JD(i.Pb(),25);m=Uu(h.a);b||$u(m);for(l=new Hmb(m);l.a=0;g+=e?1:-1){h=b[g];i=d==(mmd(),Tld)?e?CYb(h,d):$u(CYb(h,d)):e?$u(CYb(h,d)):CYb(h,d);f&&(a.c[h.p]=i.gc());for(l=i.Jc();l.Ob();){k=JD(l.Pb(),12);a.d[k.p]=j++}$lb(c,i)}} +function WQc(a,b,c){var d,e,f,g,h,i,j,k;f=Reb(MD(a.b.Jc().Pb()));j=Reb(MD(_q(b.b)));d=Qfd(Ifd(a.a),j-c);e=Qfd(Ifd(b.a),c-f);k=Gfd(d,e);Qfd(k,1/(j-f));this.a=k;this.b=new imb;h=true;g=a.b.Jc();g.Pb();while(g.Ob()){i=Reb(MD(g.Pb()));if(h&&i-c>mCe){this.b.Ec(c);h=false}this.b.Ec(i)}h&&this.b.Ec(c)} +function OGb(a){var b,c,d,e;RGb(a,a.n);if(a.d.c.length>0){Umb(a.c);while(ZGb(a,JD(Fmb(new Hmb(a.e.a)),124))>5;b&=31;if(d>=a.d){return a.e<0?(Whb(),Qhb):(Whb(),Vhb)}f=a.d-d;e=SC(cE,Pue,30,f+1,15,1);Bib(e,f,a.a,d,b);if(a.e<0){for(c=0;c0&&a.a[c]<<32-b!=0){for(c=0;c=0){return false}else{c=Cce((jie(),hie),e,b);if(!c){return true}else{d=c.Gk();return (d>1||d==-1)&&wde(Oce(hie,c))!=3}}}}else{return false}} +function Xjc(a,b,c,d){var e,f,g,h,i,j,k,l,m,n;i=a.c.d;j=a.d.d;if(i.j==j.j){return}n=a.b;k=null;h=null;g=jhc(a);if(g&&!!n.i){k=a.b.i.i;h=n.i.j}e=i.j;l=null;while(e!=j.j){l=b==0?pmd(e):nmd(e);f=ckc(e,n.d[e.g],c);m=ckc(l,n.d[l.g],c);g&&!!k&&!!h&&(e==k?Zjc(f,k,h):l==k&&Zjc(m,k,h));Qtb(d,Gfd(f,m));e=l}} +function GGc(a,b,c){var d,e,f,g,h,i;d=uGc(c,a.length);g=a[d];f=vGc(c,g.length);if(g[f].k!=(UYb(),NYb)){return}i=b.j;for(e=0;e0){c[0]+=a.d;g-=c[0]}if(c[2]>0){c[2]+=a.d;g-=c[2]}f=$wnd.Math.max(0,g);c[1]=$wnd.Math.max(c[1],g);OHb(a,xHb,e.c+d.b+c[0]-(c[1]-g)/2,c);if(b==xHb){a.c.b=f;a.c.c=e.c+d.b+(f-g)/2}} +function cVb(){this.c=SC(aE,vve,30,(mmd(),WC(OC(J2,1),eye,64,0,[kmd,Uld,Tld,jmd,lmd])).length,15,1);this.b=SC(aE,vve,30,WC(OC(J2,1),eye,64,0,[kmd,Uld,Tld,jmd,lmd]).length,15,1);this.a=SC(aE,vve,30,WC(OC(J2,1),eye,64,0,[kmd,Uld,Tld,jmd,lmd]).length,15,1);Smb(this.c,ove);Smb(this.b,pve);Smb(this.a,pve)} +function ekc(a,b,c,d){var e,f,g,h,i;i=b.i;h=c[i.g][a.d[i.g]];e=false;for(g=new Hmb(b.d);g.a=e&&(a.c=false,a.a=false);a.b[d++]=e;a.b[d]=f;a.c||tre(a)}} +function Skc(a,b,c){var d,e,f,g,h,i,j;j=b.d;a.a=new jmb(j.c.length);a.c=new Yrb;for(h=new Hmb(j);h.a=0?a.Ih(j,false,true):Zsd(a,c,false),61));n:for(f=l.Jc();f.Ob();){e=JD(f.Pb(),57);for(k=0;ka.d[g.p]){c+=tIc(a.b,f);olb(a.a,zfb(f))}}while(!ulb(a.a)){rIc(a.b,JD(zlb(a.a),15).a)}}return c} +function fbd(a,b,c){var d,e,f,g;f=(!b.a&&(b.a=new A3d(Q3,b,10,11)),b.a).i;for(e=new fKd((!b.a&&(b.a=new A3d(Q3,b,10,11)),b.a));e.e!=e.i.gc();){d=JD(dKd(e),26);(!d.a&&(d.a=new A3d(Q3,d,10,11)),d.a).i==0||(f+=fbd(a,d,false))}if(c){g=Czd(b);while(g){f+=(!g.a&&(g.a=new A3d(Q3,g,10,11)),g.a).i;g=Czd(g)}}return f} +function xJd(a,b){var c,d,e,f;if(a.Nj()){d=null;e=a.Oj();a.Rj()&&(d=a.Tj(a.Yi(b),null));c=a.Gj(4,f=VFd(a,b),null,b,e);if(a.Kj()&&f!=null){d=a.Mj(f,d);if(!d){a.Hj(c)}else{d.lj(c);d.mj()}}else{if(!d){a.Hj(c)}else{d.lj(c);d.mj()}}return 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HA(a,b,c,d,e){if(d<0){d=wA(a,e,WC(OC(hJ,1),Ote,2,6,[Cue,Due,Eue,Fue,Gue,Hue,Iue,Jue,Kue,Lue,Mue,Nue]),b);d<0&&(d=wA(a,e,WC(OC(hJ,1),Ote,2,6,['Jan','Feb','Mar','Apr',Gue,'Jun','Jul','Aug','Sep','Oct','Nov','Dec']),b));if(d<0){return false}c.k=d;return true}else if(d>0){c.k=d-1;return true}return false} +function JA(a,b,c,d,e){if(d<0){d=wA(a,e,WC(OC(hJ,1),Ote,2,6,[Cue,Due,Eue,Fue,Gue,Hue,Iue,Jue,Kue,Lue,Mue,Nue]),b);d<0&&(d=wA(a,e,WC(OC(hJ,1),Ote,2,6,['Jan','Feb','Mar','Apr',Gue,'Jun','Jul','Aug','Sep','Oct','Nov','Dec']),b));if(d<0){return false}c.k=d;return true}else if(d>0){c.k=d-1;return true}return false} +function LA(a,b,c,d,e,f){var g,h,i,j;h=32;if(d<0){if(b[0]>=a.length){return false}h=pgb(a,b[0]);if(h!=43&&h!=45){return false}++b[0];d=zA(a,b);if(d<0){return false}h==45&&(d=-d)}if(h==32&&b[0]-c==2&&e.b==2){i=new mB;j=i.q.getFullYear()-Oue+Oue-80;g=j%100;f.a=d==g;d+=(j/100|0)*100+(d=0?qib(a):cib(qib(Wcb(a))));Rib[b]=Rcb(Zcb(a,b),0)?qib(Zcb(a,b)):cib(qib(Wcb(Zcb(a,b))));a=Vcb(a,5)}for(;b=j&&(i=d)}!!i&&(k=$wnd.Math.max(k,i.a.o.a));if(k>m){l=j;m=k}}return l} +function sLb(a){var b,c,d,e,f,g,h;f=new Dzb(JD(Qb(new GLb),51));h=pve;for(c=new Hmb(a.d);c.asDe?gmb(i,a.b):d<=sDe&&d>tDe?gmb(i,a.d):d<=tDe&&d>uDe?gmb(i,a.c):d<=uDe&&gmb(i,a.a);f=u2c(a,i,f)}return e} +function OPc(a,b,c,d){var e,f,g,h,i,j;e=(d.c+d.a)/2;_tb(b.j);Qtb(b.j,e);_tb(c.e);Qtb(c.e,e);j=new WPc;for(h=new Hmb(a.f);h.a1;if(h){d=new Yfd(e,c.b);Qtb(b.a,d)}egd(b.a,WC(OC(o2,1),Ote,8,0,[m,l]))} +function YCc(a,b,c){var d,e;if(b=48;c--){Coe[c]=c-48<<24>>24}for(d=70;d>=65;d--){Coe[d]=d-65+10<<24>>24}for(e=102;e>=97;e--){Coe[e]=e-97+10<<24>>24}for(f=0;f<10;f++)Doe[f]=48+f&Bue;for(a=10;a<=15;a++)Doe[a]=65+a-10&Bue} +function UUc(a,b){b.Tg('Process graph bounds',1);oNb(a,(MWc(),tWc),Yub(hBb(XBb(new gCb(null,new Wvb(a.b,16)),new ZUc))));oNb(a,vWc,Yub(hBb(XBb(new gCb(null,new Wvb(a.b,16)),new _Uc))));oNb(a,sWc,Yub(gBb(XBb(new gCb(null,new Wvb(a.b,16)),new bVc))));oNb(a,uWc,Yub(gBb(XBb(new gCb(null,new Wvb(a.b,16)),new dVc))));b.Ug()} +function oQb(a){var b,c,d,e,f;e=JD(lNb(a,($xc(),Nwc)),22);f=JD(lNb(a,Qwc),22);c=new Yfd(a.f.a+a.d.b+a.d.c,a.f.b+a.d.d+a.d.a);b=new Zfd(c);if(e.Gc((Vmd(),Rmd))){d=JD(lNb(a,Pwc),8);if(f.Gc((ind(),bnd))){d.a<=0&&(d.a=20);d.b<=0&&(d.b=20)}b.a=$wnd.Math.max(c.a,d.a);b.b=$wnd.Math.max(c.b,d.b)}Odb(LD(lNb(a,Owc)))||pQb(a,c,b)} +function iec(a){var b,c,d,e,f,g,h;b=false;c=0;for(e=new Hmb(a.d.b);e.a>19!=0){return '-'+yD(pD(a))}c=a;d='';while(!(c.l==0&&c.m==0&&c.h==0)){e=ZC(ive);c=aD(c,e,true);b=''+xD(YC);if(!(c.l==0&&c.m==0&&c.h==0)){f=9-b.length;for(;f>0;f--){b='0'+b}}d=b+d}return d} +function Ksb(){if(!Object.create||!Object.getOwnPropertyNames){return false}var a='__proto__';var b=Object.create(null);if(b[a]!==undefined){return false}var c=Object.getOwnPropertyNames(b);if(c.length!=0){return false}b[a]=42;if(b[a]!==42){return false}if(Object.getOwnPropertyNames(b).length==0){return false}return true} +function DUb(a,b,c){var d,e,f,g,h,i,j,k,l;d=c.c;e=c.d;h=lZb(b.c);i=lZb(b.d);if(d==b.c){h=EUb(a,h,e);i=FUb(b.d)}else{h=FUb(b.c);i=EUb(a,i,e)}j=new kgd(b.a);Ttb(j,h,j.a,j.a.a);Ttb(j,i,j.c.b,j.c);g=b.c==d;l=new dVb;for(f=0;f=a.a){return -1}if(!C3b(b,c)){return -1}if(ar(JD(d.Kb(b),20))){return 1}e=0;for(g=JD(d.Kb(b),20).Jc();g.Ob();){f=JD(g.Pb(),17);i=f.c.i==b?f.d.i:f.c.i;h=D3b(a,i,c,d);if(h==-1){return -1}e=$wnd.Math.max(e,h);if(e>a.c-1){return -1}}return e+1} +function D4c(){D4c=ndb;c4c=new qEd((gjd(),ihd),1.3);l4c=new qEd(Xhd,(Ndb(),false));u4c=new bZb(15);t4c=new qEd(cid,u4c);w4c=new qEd(Qid,15);d4c=phd;k4c=Vhd;m4c=Yhd;n4c=$hd;j4c=Thd;o4c=bid;v4c=uid;A4c=(_3c(),W3c);z4c=V3c;C4c=$3c;B4c=Y3c;s4c=Q3c;r4c=P3c;q4c=O3c;y4c=T3c;g4c=Hhd;h4c=Ihd;f4c=L3c;e4c=K3c;i4c=M3c;x4c=S3c;p4c=N3c} +function bFd(a,b){var c,d,e,f,g,h;if(XD(b)===XD(a)){return true}if(!RD(b,16)){return false}d=JD(b,16);h=a.gc();if(d.gc()!=h){return false}g=d.Jc();if(a.Wi()){for(c=0;c0){a.Zj();if(b!=null){for(f=0;f>24}case 97:case 98:case 99:case 100:case 101:case 102:{return a-97+10<<24>>24}case 65:case 66:case 67:case 68:case 69:case 70:{return a-65+10<<24>>24}default:{throw Icb(new agb('Invalid hexadecimal'))}}} +function kmc(a,b,c,d){var e,f,g,h,i,j;i=pmc(a,c);j=pmc(b,c);e=false;while(!!i&&!!j){if(d||nmc(i,j,c)){g=pmc(i,c);h=pmc(j,c);smc(b);smc(a);f=i.c;o8b(i,false);o8b(j,false);if(c){GYb(b,j.p,f);b.p=j.p;GYb(a,i.p+1,f);a.p=i.p}else{GYb(a,i.p,f);a.p=i.p;GYb(b,j.p+1,f);b.p=j.p}HYb(i,null);HYb(j,null);i=g;j=h;e=true}else{break}}return e} +function Cyc(a){switch(a.g){case 0:return new aEc;case 1:return new uDc;case 3:return new LCc;case 4:return new lDc;case 5:return new oEc;case 6:return new NDc;case 2:return new CDc;case 7:return new uCc;case 8:return new bDc;default:throw Icb(new hfb('No implementation is available for the layerer '+(a.f!=null?a.f:''+a.g)));}} +function yEc(a,b,c,d){var e,f,g,h,i;e=false;f=false;for(h=new Hmb(d.j);h.a=b.length){throw Icb(new Cdb('Greedy SwitchDecider: Free layer not in graph.'))}this.c=b[a];this.e=new ZIc(d);NIc(this.e,this.c,(mmd(),lmd));this.i=new ZIc(d);NIc(this.i,this.c,Tld);this.f=new Jgc(this.c);this.a=!f&&e.i&&!e.s&&this.c[0].k==(UYb(),NYb);this.a&&Mgc(this,a,b.length)} +function AKb(a,b){var c,d,e,f,g,h;f=!a.B.Gc((ind(),_md));g=a.B.Gc(cnd);a.a=new YHb(g,f,a.c);!!a.n&&bYb(a.a.n,a.n);EIb(a.g,(zHb(),xHb),a.a);if(!b){d=new FIb(1,f,a.c);d.n.a=a.k;_qb(a.p,(mmd(),Uld),d);e=new FIb(1,f,a.c);e.n.d=a.k;_qb(a.p,jmd,e);h=new FIb(0,f,a.c);h.n.c=a.k;_qb(a.p,lmd,h);c=new FIb(0,f,a.c);c.n.b=a.k;_qb(a.p,Tld,c)}} +function pec(a){var b,c,d;b=JD(lNb(a.d,($xc(),Wvc)),222);switch(b.g){case 2:c=gec(a);break;case 3:c=(d=new imb,VBb(SBb(WBb(UBb(UBb(new gCb(null,new Wvb(a.d.b,16)),new vfc),new xfc),new zfc),new Bec),new Bfc(d)),d);break;default:throw Icb(new kfb('Compaction not supported for '+b+' edges.'));}oec(a,c);Efb(new ckb(a.g),new _ec(a))} +function MUc(a,b){var c,d,e,f,g,h,i;b.Tg('Process directions',1);c=JD(lNb(a,(DXc(),bXc)),86);if(c!=(ojd(),jjd)){for(e=Wtb(a.b,0);e.b!=e.d.c;){d=JD(iub(e),40);h=JD(lNb(d,(MWc(),KWc)),15).a;i=JD(lNb(d,LWc),15).a;switch(c.g){case 4:i*=-1;break;case 1:f=h;h=i;i=f;break;case 2:g=h;h=-i;i=g;}oNb(d,KWc,zfb(h));oNb(d,LWc,zfb(i))}}b.Ug()} +function BUb(a){var b,c,d,e,f,g,h,i;i=new NUb;for(h=new Hmb(a.a);h.a0&&b=0){return false}else{b.p=c.b;Ylb(c.e,b)}if(e==(UYb(),PYb)||e==SYb){for(g=new Hmb(b.j);g.aa.d[h.p]){c+=tIc(a.b,f);olb(a.a,zfb(f))}}else{++g}}c+=a.b.d*g;while(!ulb(a.a)){rIc(a.b,JD(zlb(a.a),15).a)}}return c} +function nhe(a){var b,c,d,e,f,g;f=0;b=UTd(a);!!b.ik()&&(f|=4);(a.Bb&YHe)!=0&&(f|=2);if(RD(a,103)){c=JD(a,19);e=X3d(c);(c.Bb&KFe)!=0&&(f|=32);if(e){yWd(sUd(e));f|=8;g=e.t;(g>1||g==-1)&&(f|=16);(e.Bb&KFe)!=0&&(f|=64)}(c.Bb&tve)!=0&&(f|=Mte);f|=GHe}else{if(RD(b,459)){f|=512}else{d=b.ik();!!d&&(d.i&1)!=0&&(f|=256)}}(a.Bb&512)!=0&&(f|=128);return f} +function tie(a,b){var c;if(a.f==rie){c=wde(Oce((jie(),hie),b));return a.e?c==4&&b!=(Jje(),Hje)&&b!=(Jje(),Eje)&&b!=(Jje(),Fje)&&b!=(Jje(),Gje):c==2}if(!!a.d&&(a.d.Gc(b)||a.d.Gc(xde(Oce((jie(),hie),b)))||a.d.Gc(Cce((jie(),hie),a.b,b)))){return true}if(a.f){if(Vce((jie(),a.f),zde(Oce(hie,b)))){c=wde(Oce(hie,b));return a.e?c==4:c==2}}return false} +function H8b(a,b){var c,d,e,f,g,h,i,j;f=new imb;b.b.c.length=0;c=JD(PBb(cCb(new gCb(null,new Wvb(new ckb(a.a.b),1))),yAb(new QAb,new OAb,new WAb,WC(OC(HL,1),kue,130,0,[(CAb(),AAb)]))),16);for(e=c.Jc();e.Ob();){d=JD(e.Pb(),15);g=H_b(a.a,d);if(g.b!=0){h=new s$b(b);nDb(f.c,h);h.p=d.a;for(j=Wtb(g,0);j.b!=j.d.c;){i=JD(iub(j),9);HYb(i,h)}}}$lb(b.b,f)} +function dFb(a){var b,c,d,e,f,g,h;h=new Yrb;for(d=new Hmb(a.a.b);d.aSCe&&(e-=SCe);h=JD(Pud(d,zid),8);j=h.a;l=h.b+a;f=$wnd.Math.atan2(l,j);f<0&&(f+=SCe);f+=b;f>SCe&&(f-=SCe);return Sy(),Wy(1.0E-10),$wnd.Math.abs(e-f)<=1.0E-10||e==f||isNaN(e)&&isNaN(f)?0:ef?1:Rdb(isNaN(e),isNaN(f))} +function SYc(a,b,c,d){var e,f,g;if(b){f=Reb(MD(lNb(b,(MWc(),FWc))))+d;g=c+Reb(MD(lNb(b,zWc)))/2;oNb(b,KWc,zfb(ddb(Pcb($wnd.Math.round(f)))));oNb(b,LWc,zfb(ddb(Pcb($wnd.Math.round(g)))));b.d.b==0||SYc(a,JD(yr((e=Wtb((new zTc(b)).a.d,0),new CTc(e))),40),c+Reb(MD(lNb(b,zWc)))+a.b,d+Reb(MD(lNb(b,CWc))));lNb(b,IWc)!=null&&SYc(a,JD(lNb(b,IWc),40),c,d)}} +function esd(a,b){var c,d,e,f;f=JD(Pud(a,(gjd(),xid)),64).g-JD(Pud(b,xid),64).g;if(f!=0){return f}c=JD(Pud(a,sid),15);d=JD(Pud(b,sid),15);if(!!c&&!!d){e=c.a-d.a;if(e!=0){return e}}switch(JD(Pud(a,xid),64).g){case 1:return Xeb(a.i,b.i);case 2:return Xeb(a.j,b.j);case 3:return Xeb(b.i,a.i);case 4:return Xeb(b.j,a.j);default:throw Icb(new kfb(lye));}} +function Gzd(a){var b,c,d;if((a.Db&64)!=0)return Ovd(a);b=new khb(AFe);c=a.k;if(!c){!a.n&&(a.n=new A3d(P3,a,1,7));if(a.n.i>0){d=(!a.n&&(a.n=new A3d(P3,a,1,7)),JD(SFd(a.n,0),157)).a;!d||ehb(ehb((b.a+=' "',b),d),'"')}}else{ehb(ehb((b.a+=' "',b),c),'"')}ehb(_gb(ehb(_gb(ehb(_gb(ehb(_gb((b.a+=' (',b),a.i),','),a.j),' | '),a.g),','),a.f),')');return b.a} +function Vzd(a){var b,c,d;if((a.Db&64)!=0)return Ovd(a);b=new khb(BFe);c=a.k;if(!c){!a.n&&(a.n=new A3d(P3,a,1,7));if(a.n.i>0){d=(!a.n&&(a.n=new A3d(P3,a,1,7)),JD(SFd(a.n,0),157)).a;!d||ehb(ehb((b.a+=' "',b),d),'"')}}else{ehb(ehb((b.a+=' "',b),c),'"')}ehb(_gb(ehb(_gb(ehb(_gb(ehb(_gb((b.a+=' (',b),a.i),','),a.j),' | '),a.g),','),a.f),')');return b.a} +function tGc(a,b){var c,d,e,f,g,h,i,j,k,l,m,n,o;n=-1;o=0;for(k=b,l=0,m=k.length;l0&&++o}}}++n}return o} +function Xhc(a,b){var c,d,e,f,g;b==(tAc(),qAc)&&Lnb(JD(Qc(a.a,(Bhc(),xhc)),16));for(e=JD(Qc(a.a,(Bhc(),xhc)),16).Jc();e.Ob();){d=JD(e.Pb(),107);c=JD(amb(d.j,0),113).d.j;f=new kmb(d.j);gmb(f,new Bic);switch(b.g){case 2:Phc(a,f,c,(jic(),hic),1);break;case 1:case 0:g=Rhc(f);Phc(a,new Yjb(f,0,g),c,(jic(),hic),0);Phc(a,new Yjb(f,g,f.c.length),c,hic,1);}}} +function eIc(a){var b,c,d,e,f,g,h;e=JD(lNb(a,(Krc(),Wqc)),9);d=a.j;c=(JDb(0,d.c.length),JD(d.c[0],12));for(g=new Hmb(e.j);g.ae.p){rZb(f,jmd);if(f.d){h=f.o.b;b=f.a.b;f.a.b=h-b}}else if(f.j==jmd&&e.p>a.p){rZb(f,Uld);if(f.d){h=f.o.b;b=f.a.b;f.a.b=-(h-b)}}break}}return e} +function _cd(a,b){var c,d,e,f,g,h,i;if(b==null||b.length==0){return null}e=JD(cjb(a.a,b),144);if(!e){for(d=(h=(new nkb(a.b)).a.vc().Jc(),new skb(h));d.a.Ob();){c=(f=JD(d.a.Pb(),45),JD(f.kd(),144));g=c.c;i=b.length;if(sgb(g.substr(g.length-i,i),b)&&(b.length==g.length||pgb(g,g.length-b.length-1)==46)){if(e){return null}e=c}}!!e&&fjb(a.a,b,e)}return e} +function XTb(a,b,c){var d,e,f,g,h,i,j,k,l,m;f=new Yfd(b,c);for(k=new Hmb(a.a);k.a1;if(h){d=new Yfd(e,c.b);Qtb(b.a,d)}egd(b.a,WC(OC(o2,1),Ote,8,0,[m,l]))} +function Czc(){Czc=ndb;Azc=new Dzc(cye,0);vzc=new Dzc('NIKOLOV',1);yzc=new Dzc('NIKOLOV_PIXEL',2);wzc=new Dzc('NIKOLOV_IMPROVED',3);xzc=new Dzc('NIKOLOV_IMPROVED_PIXEL',4);szc=new Dzc('DUMMYNODE_PERCENTAGE',5);zzc=new Dzc('NODECOUNT_PERCENTAGE',6);Bzc=new Dzc('NO_BOUNDARY',7);tzc=new Dzc('MODEL_ORDER_LEFT_TO_RIGHT',8);uzc=new Dzc('MODEL_ORDER_RIGHT_TO_LEFT',9)} +function IBd(a,b){var c,d,e,f,g,h,i,j,k,l,m,n;k=null;m=bBd(a,b);d=null;h=JD(Pud(b,(gjd(),Lhd)),300);h?(d=h):(d=(Lmd(),Imd));n=d;if(n==(Lmd(),Imd)){e=null;j=JD(bjb(a.r,m),300);j?(e=j):(e=Jmd);n=e}ejb(a.r,b,n);f=null;i=JD(Pud(b,Jhd),278);i?(f=i):(f=(Bjd(),yjd));l=f;if(l==(Bjd(),yjd)){g=null;c=JD(bjb(a.b,m),278);c?(g=c):(g=xjd);l=g}k=JD(ejb(a.b,b,l),278);return k} +function sqe(a){var b,c,d,e,f;d=a.length;b=new Ygb;f=0;while(f=40;g&&YGb(a);PGb(a);OGb(a);c=SGb(a);d=0;while(!!c&&d0&&Qtb(a.g,f)}else{a.d[g]-=j+1;a.d[g]<=0&&a.a[g]>0&&Qtb(a.f,f)}}}}} +function _Rc(a,b,c,d){var e,f,g,h,i,j,k;i=new Yfd(c,d);Vfd(i,JD(lNb(b,(MWc(),mWc)),8));for(k=Wtb(b.b,0);k.b!=k.d.c;){j=JD(iub(k),40);Gfd(j.e,i);Qtb(a.b,j)}for(h=JD(PBb(RBb(new gCb(null,new Wvb(b.a,16))),yAb(new QAb,new OAb,new WAb,WC(OC(HL,1),kue,130,0,[(CAb(),AAb)]))),16).Jc();h.Ob();){g=JD(h.Pb(),65);for(f=Wtb(g.a,0);f.b!=f.d.c;){e=JD(iub(f),8);e.a+=i.a;e.b+=i.b}Qtb(a.a,g)}} +function GSc(a,b){var c,d,e,f;if(0<(RD(a,18)?JD(a,18).gc():Br(a.Jc()))){e=b;if(1=0&&i1)&&b==1&&JD(a.a[a.b],9).k==(UYb(),OYb)){x7b(JD(a.a[a.b],9),(Lkd(),Hkd))}else if(d&&(!c||(a.c-a.b&a.a.length-1)>1)&&b==1&&JD(a.a[a.c-1&a.a.length-1],9).k==(UYb(),OYb)){x7b(JD(a.a[a.c-1&a.a.length-1],9),(Lkd(),Ikd))}else if((a.c-a.b&a.a.length-1)==2){x7b(JD(vlb(a),9),(Lkd(),Hkd));x7b(JD(vlb(a),9),Ikd)}else{u7b(a,e)}qlb(a)} +function $Dc(a){var b,c,d,e,f,g,h,i;i=new Yrb;b=new cGb;for(g=a.Jc();g.Ob();){e=JD(g.Pb(),9);h=GGb(HGb(new IGb,e),b);wsb(i.f,e,h)}for(f=a.Jc();f.Ob();){e=JD(f.Pb(),9);for(d=new Yr(Dr(BYb(e).a.Jc(),new Dl));Wr(d);){c=JD(Xr(d),17);if(vWb(c)){continue}UFb(XFb(WFb(VFb(YFb(new ZFb,$wnd.Math.max(1,JD(lNb(c,($xc(),lxc)),15).a)),1),JD(bjb(i,c.c.i),124)),JD(bjb(i,c.d.i),124)))}}return b} +function BEc(a,b,c,d){var e,f,g,h,i,j,k,l,m,n;GEc(a,b,c);f=b[c];n=d?(mmd(),lmd):(mmd(),Tld);if(CEc(b.length,c,d)){e=b[d?c-1:c+1];xEc(a,e,d?(bAc(),_zc):(bAc(),$zc));for(i=f,k=0,m=i.length;kf*2){k=new Mod(l);j=Hod(g)/God(g);i=vod(k,b,new aZb,c,d,e,j);Gfd(Pfd(k.e),i);l.c.length=0;f=0;nDb(l.c,k);nDb(l.c,g);f=Hod(k)*God(k)+Hod(g)*God(g)}else{nDb(l.c,g);f+=Hod(g)*God(g)}}return l} +function iac(a,b){var c,d,e,f,g,h,i;b.Tg('Port order processing',1);i=JD(lNb(a,($xc(),hxc)),421);for(d=new Hmb(a.b);d.ac?b:c;j<=l;++j){if(j==c){h=d++}else{f=e[j];k=o.$l(f.Jk());j==b&&(i=j==l&&!k?d-1:d);k&&++d}}m=JD(wJd(a,b,c),75);h!=i&&cXd(a,new a2d(a.e,7,g,zfb(h),n.kd(),i));return m}}}else{return JD(UFd(a,b,c),75)}return JD(wJd(a,b,c),75)} +function rGc(a,b){var c,d,e,f,g,h,i,j,k,l;l=0;f=new Dlb;olb(f,b);while(f.b!=f.c){i=JD(zlb(f),218);j=0;k=JD(lNb(b.j,($xc(),Avc)),269);JD(lNb(b.j,tvc),329);g=Reb(MD(lNb(b.j,nvc)));h=Reb(MD(lNb(b.j,ovc)));if(k!=(Mzc(),Jzc)){j+=g*sGc(b.j,i.e,k);j+=h*tGc(b.j,i.e)}l+=jIc(i.d,i.e)+j;for(e=new Hmb(i.b);e.a=0){h=jD(a,g);if(h){j<22?(i.l|=1<>>1;g.m=k>>>1|(l&1)<<21;g.l=m>>>1|(k&1)<<21;--j}c&&fD(i);if(f){if(d){YC=pD(a);e&&(YC=vD(YC,(ED(),CD)))}else{YC=_C(a.l,a.m,a.h)}}return i} +function wEc(a,b){var c,d,e,f,g,h,i,j,k,l;j=a.e[b.c.p][b.p]+1;i=b.c.a.c.length+1;for(h=new Hmb(a.a);h.a0&&(RDb(0,a.length),a.charCodeAt(0)==45||(RDb(0,a.length),a.charCodeAt(0)==43))?1:0;for(d=g;dc){throw Icb(new agb(nve+a+'"'))}return h} +function Nkc(a){var b,c,d,e,f,g,h;g=new aub;for(f=new Hmb(a.a);f.a=a.length){c.o=0;return true}switch(pgb(a,b[0])){case 43:e=1;break;case 45:e=-1;break;default:c.o=0;return true;}++b[0];f=b[0];g=zA(a,b);if(g==0&&b[0]==f){return false}if(b[0]h){h=e;k.c.length=0}e==h&&Ylb(k,new ard(c.c.i,c))}Fnb();gmb(k,a.c);Xlb(a.b,i.p,k)}}} +function GNc(a,b){var c,d,e,f,g,h,i,j,k;for(g=new Hmb(b.b);g.ah){h=e;k.c.length=0}e==h&&Ylb(k,new ard(c.d.i,c))}Fnb();gmb(k,a.c);Xlb(a.f,i.p,k)}}} +function L$b(a){var b,c,d,e,f,g,h;f=Tzd(a);for(e=new fKd((!a.e&&(a.e=new Wge(N3,a,7,4)),a.e));e.e!=e.i.gc();){d=JD(dKd(e),85);h=EEd(JD(SFd((!d.c&&(d.c=new Wge(L3,d,5,8)),d.c),0),84));if(!PEd(h,f)){return true}}for(c=new fKd((!a.d&&(a.d=new Wge(N3,a,8,5)),a.d));c.e!=c.i.gc();){b=JD(dKd(c),85);g=EEd(JD(SFd((!b.b&&(b.b=new Wge(L3,b,4,7)),b.b),0),84));if(!PEd(g,f)){return true}}return false} +function r_b(a){var b,c,d,e,f;d=JD(lNb(a,(Krc(),hrc)),26);f=JD(Pud(d,($xc(),Nwc)),182).Gc((Vmd(),Umd));if(!a.e){e=JD(lNb(a,Rqc),22);b=new Yfd(a.f.a+a.d.b+a.d.c,a.f.b+a.d.d+a.d.a);if(e.Gc((Lpc(),Epc))){Rud(d,bxc,(xld(),sld));Rpd(d,b.a,b.b,false,true)}else{Odb(LD(Pud(d,Owc)))||Rpd(d,b.a,b.b,true,true)}}f?Rud(d,Nwc,Crb(Umd)):Rud(d,Nwc,(c=JD(teb(N2),10),new Krb(c,JD(kDb(c,c.length),10),0)))} +function bSc(a,b){var c,d,e,f,g,h,i,j;j=LD(lNb(b,(DXc(),tXc)));if(j==null||(KDb(j),j)){$Rc(a,b);e=new imb;for(i=Wtb(b.b,0);i.b!=i.d.c;){g=JD(iub(i),40);c=ZRc(a,g,null);if(c){jNb(c,b);nDb(e.c,c)}}a.a=null;a.b=null;if(e.c.length>1){for(d=new Hmb(e);d.a=0&&h!=c){f=new L1d(a,1,h,g,null);!d?(d=f):d.lj(f)}if(c>=0){f=new L1d(a,1,c,h==c?g:null,b);!d?(d=f):d.lj(f)}}return d} +function hQd(a){var b,c,d;if(a.b==null){d=new Xgb;if(a.i!=null){Ugb(d,a.i);d.a+=':'}if((a.f&256)!=0){if((a.f&256)!=0&&a.a!=null){uQd(a.i)||(d.a+='//',d);Ugb(d,a.a)}if(a.d!=null){d.a+='/';Ugb(d,a.d)}(a.f&16)!=0&&(d.a+='/',d);for(b=0,c=a.j.length;bm){return false}l=(i=z6c(d,m,false),i.a);if(k+h+l<=b.b){x6c(c,f-c.s);c.c=true;x6c(d,f-c.s);B6c(d,c.s,c.t+c.d+h);d.k=true;J6c(c.q,d);n=true;if(e){j7c(b,d);d.j=b;if(a.c.length>g){m7c((JDb(g,a.c.length),JD(a.c[g],186)),d);(JDb(g,a.c.length),JD(a.c[g],186)).a.c.length==0&&cmb(a,g)}}}return n} +function y9b(a,b){var c,d,e,f,g,h;b.Tg('Partition midprocessing',1);e=new Np;VBb(SBb(new gCb(null,new Wvb(a.a,16)),new C9b),new E9b(e));if(e.d==0){return}h=JD(PBb(cCb((f=e.i,new gCb(null,(!f?(e.i=new xf(e,e.c)):f).Lc()))),yAb(new QAb,new OAb,new WAb,WC(OC(HL,1),kue,130,0,[(CAb(),AAb)]))),16);d=h.Jc();c=JD(d.Pb(),15);while(d.Ob()){g=JD(d.Pb(),15);x9b(JD(Qc(e,c),22),JD(Qc(e,g),22));c=g}b.Ug()} +function ixd(a,b){var c,d,e,f,g;if(a.Ab){if(a.Ab){g=a.Ab.i;if(g>0){e=JD(a.Ab.g,1995);if(b==null){for(f=0;fc.s&&hi+o){p=l.g+m.g;m.a=(m.g*m.a+l.g*l.a)/p;m.g=p;l.f=m;c=true}}f=h;l=m}}return c} +function QUc(a,b,c){var d,e,f,g,h,i,j,k;c.Tg(zCe,1);hjb(a.b);hjb(a.a);h=null;f=Wtb(b.b,0);while(!h&&f.b!=f.d.c){j=JD(iub(f),40);Odb(LD(lNb(j,(MWc(),JWc))))&&(h=j)}i=new aub;Ttb(i,h,i.c.b,i.c);PUc(a,i);for(k=Wtb(b.b,0);k.b!=k.d.c;){j=JD(iub(k),40);g=OD(lNb(j,(MWc(),wWc)));e=cjb(a.b,g)!=null?JD(cjb(a.b,g),15).a:0;oNb(j,rWc,zfb(e));d=1+(cjb(a.a,g)!=null?JD(cjb(a.a,g),15).a:0);oNb(j,pWc,zfb(d))}c.Ug()} +function Pgd(a){kdd(a,new vcd(Gcd(Dcd(Fcd(Ecd(new Icd,zEe),'ELK Box'),'Algorithm for packing of unconnected boxes, i.e. graphs without edges.'),new Sgd)));idd(a,zEe,vxe,Lgd);idd(a,zEe,qxe,15);idd(a,zEe,pxe,zfb(0));idd(a,zEe,AEe,mEd(Fgd));idd(a,zEe,Cxe,mEd(Hgd));idd(a,zEe,Bxe,mEd(Jgd));idd(a,zEe,sxe,yEe);idd(a,zEe,wxe,mEd(Ggd));idd(a,zEe,Vxe,mEd(Igd));idd(a,zEe,BEe,mEd(Dgd));idd(a,zEe,FBe,mEd(Egd))} +function DXb(a,b){var c,d,e,f,g,h,i,j,k;e=a.i;g=e.o.a;f=e.o.b;if(g<=0&&f<=0){return mmd(),kmd}j=a.n.a;k=a.n.b;h=a.o.a;c=a.o.b;switch(b.g){case 2:case 1:if(j<0){return mmd(),lmd}else if(j+h>g){return mmd(),Tld}break;case 4:case 3:if(k<0){return mmd(),Uld}else if(k+c>f){return mmd(),jmd}}i=(j+h/2)/g;d=(k+c/2)/f;return i+d<=1&&i-d<=0?(mmd(),lmd):i+d>=1&&i-d>=0?(mmd(),Tld):d<0.5?(mmd(),Uld):(mmd(),jmd)} +function mHb(a,b,c,d,e,f,g){var h,i,j,k,l,m;m=new zfd;for(j=b.Jc();j.Ob();){h=JD(j.Pb(),837);for(l=new Hmb(h.Pf());l.a0){if(h.a){j=h.b.Kf().b;if(e>j){if(a.v||h.c.d.c.length==1){g=(e-j)/2;h.d.d=g;h.d.a=g}else{c=JD(amb(h.c.d,0),187).Kf().b;d=(c-j)/2;h.d.d=$wnd.Math.max(0,d);h.d.a=e-d-j}}}else{h.d.a=a.t+e}}else if(Nld(a.u)){f=Jpd(h.b);f.d<0&&(h.d.d=-f.d);f.d+f.a>h.b.Kf().b&&(h.d.a=f.d+f.a-h.b.Kf().b)}}} +function ZOb(){ZOb=ndb;MOb=new qEd((gjd(),Aid),zfb(1));SOb=new qEd(Qid,80);ROb=new qEd(Jid,5);yOb=new qEd(ihd,nxe);NOb=new qEd(Bid,zfb(1));QOb=new qEd(Eid,(Ndb(),true));JOb=new bZb(50);IOb=new qEd(cid,JOb);AOb=Hhd;KOb=qid;zOb=new qEd(uhd,false);HOb=bid;FOb=Xhd;GOb=$hd;EOb=Vhd;DOb=Thd;LOb=uid;COb=(nOb(),gOb);TOb=lOb;BOb=fOb;OOb=iOb;POb=kOb;WOb=Xid;YOb=_id;VOb=Wid;UOb=Vid;XOb=(rnd(),ond);new qEd(Yid,XOb)} +function NC(a,b){var c;switch(PC(a)){case 6:return VD(b);case 7:return TD(b);case 8:return SD(b);case 3:return Array.isArray(b)&&(c=PC(b),!(c>=14&&c<=16));case 11:return b!=null&&typeof b===kte;case 12:return b!=null&&(typeof b===gte||typeof b==kte);case 0:return 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c,d,e,f,g,h,i,j,k,l,m,n,o,p,q,r,s,t,u,v,w,A,B,C,D;v=a.c;w=b.c;c=bmb(v.a,a,0);d=bmb(w.a,b,0);t=JD(DYb(a,(bAc(),$zc)).Jc().Pb(),12);C=JD(DYb(a,_zc).Jc().Pb(),12);u=JD(DYb(b,$zc).Jc().Pb(),12);D=JD(DYb(b,_zc).Jc().Pb(),12);r=TXb(t.e);A=TXb(C.g);s=TXb(u.e);B=TXb(D.g);GYb(a,d,w);for(g=s,k=0,o=g.length;k0&&!!i[d]&&(o=DAc(a.b,i[d],e));p=$wnd.Math.max(p,e.c.c.b+o)}for(f=new Hmb(k.e);f.ak){new xPc((BPc(),APc),c,b,j-k)}else if(j>0&&k>0){new xPc((BPc(),APc),b,c,0);new xPc(APc,c,b,0)}}return g} +function LTc(a,b,c){var d,e,f;a.a=new imb;for(f=Wtb(b.b,0);f.b!=f.d.c;){e=JD(iub(f),40);while(JD(lNb(e,(DXc(),BXc)),15).a>a.a.c.length-1){Ylb(a.a,new ard(dCe,xCe))}d=JD(lNb(e,BXc),15).a;if(c==(ojd(),kjd)||c==ljd){e.e.aReb(MD(JD(amb(a.a,d),49).b))&&_qd(JD(amb(a.a,d),49),e.e.a+e.f.a)}else{e.e.bReb(MD(JD(amb(a.a,d),49).b))&&_qd(JD(amb(a.a,d),49),e.e.b+e.f.b)}}} +function HXb(a,b,c,d){var 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Hmb(a.a);i.a=$wnd.Math.abs(d.b)){d.b=0;f.d+f.a>g.d&&f.dg.c&&f.c0){b=new BLd(a.i,a.g);c=a.i;f=c<100?null:new iJd(c);if(a.Rj()){for(d=0;d0){h=a.g;j=a.i;QFd(a);f=j<100?null:new iJd(j);for(d=0;d>13|(a.m&15)<<9;e=a.m>>4&8191;f=a.m>>17|(a.h&255)<<5;g=(a.h&1048320)>>8;h=b.l&8191;i=b.l>>13|(b.m&15)<<9;j=b.m>>4&8191;k=b.m>>17|(b.h&255)<<5;l=(b.h&1048320)>>8;B=c*h;C=d*h;D=e*h;F=f*h;G=g*h;if(i!=0){C+=c*i;D+=d*i;F+=e*i;G+=f*i}if(j!=0){D+=c*j;F+=d*j;G+=e*j}if(k!=0){F+=c*k;G+=d*k}l!=0&&(G+=c*l);n=B&dve;o=(C&511)<<13;m=n+o;q=B>>22;r=C>>9;s=(D&262143)<<4;t=(F&31)<<17;p=q+r+s+t;v=D>>18;w=F>>5;A=(G&4095)<<8;u=v+w+A;p+=m>>22;m&=dve;u+=p>>22;p&=dve;u&=eve;return _C(m,p,u)} +function l4b(a){var b,c,d,e,f,g,h;h=JD(amb(a.j,0),12);if(h.g.c.length!=0&&h.e.c.length!=0){throw Icb(new kfb('Interactive layout does not support NORTH/SOUTH ports with incoming _and_ outgoing edges.'))}if(h.g.c.length!=0){f=ove;for(c=new Hmb(h.g);c.a0&&XBc(a,h,l)}for(e=new 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iJd(c);cHd(a,c,b.g);e=c==1?a.Gj(4,SFd(b,0),null,0,i):a.Gj(6,b,null,-1,i);if(a.Kj()){for(d=new fKd(b);d.e!=d.i.gc();){f=a.Mj(dKd(d),f)}if(!f){a.Hj(e)}else{f.lj(e);f.mj()}}else{if(!f){a.Hj(e)}else{f.lj(e);f.mj()}}}else{cHd(a,a.Cj(),a.Dj());a.Hj(a.Gj(6,(Fnb(),Cnb),null,-1,i))}}else if(a.Kj()){k=a.Cj();if(k>0){h=a.Dj();j=k;cHd(a,k,h);f=j<100?null:new iJd(j);for(d=0;d1&&Hod(g)*God(g)/2>h[0]){f=0;while(fh[f]){++f}o=new Yjb(p,0,f+1);l=new Mod(o);k=Hod(g)/God(g);i=vod(l,b,new aZb,c,d,e,k);Gfd(Pfd(l.e),i);PDb(pvb(m,l),Bve);n=new Yjb(p,f+1,p.c.length);mvb(m,n);p.c.length=0;j=0;Wmb(h,h.length,0)}else{q=m.b.c.length==0?null:amb(m.b,0);q!=null&&svb(m,0);j>0&&(h[j]=h[j-1]);h[j]+=Hod(g)*God(g);++j;nDb(p.c,g)}}return p} +function _hc(a,b){var c,d,e,f;c=b.b;f=new kmb(c.j);e=0;d=c.j;d.c.length=0;Nhc(JD(Yi(a.b,(mmd(),Uld),(jic(),iic)),16),c);e=Ohc(f,e,new Hic,d);Nhc(JD(Yi(a.b,Uld,hic),16),c);e=Ohc(f,e,new Jic,d);Nhc(JD(Yi(a.b,Uld,gic),16),c);Nhc(JD(Yi(a.b,Tld,iic),16),c);Nhc(JD(Yi(a.b,Tld,hic),16),c);e=Ohc(f,e,new Lic,d);Nhc(JD(Yi(a.b,Tld,gic),16),c);Nhc(JD(Yi(a.b,jmd,iic),16),c);e=Ohc(f,e,new Nic,d);Nhc(JD(Yi(a.b,jmd,hic),16),c);e=Ohc(f,e,new Pic,d);Nhc(JD(Yi(a.b,jmd,gic),16),c);Nhc(JD(Yi(a.b,lmd,iic),16),c);e=Ohc(f,e,new tic,d);Nhc(JD(Yi(a.b,lmd,hic),16),c);Nhc(JD(Yi(a.b,lmd,gic),16),c)} +function j8b(a,b){var c,d,e,f,g,h,i,j,k,l,m,n,o,p;b.Tg('Layer size calculation',1);k=ove;j=pve;e=false;for(h=new Hmb(a.b);h.a0.5?(r-=g*2*(o-0.5)):o<0.5&&(r+=f*2*(0.5-o));e=h.d.b;rq.a-p-k&&(r=q.a-p-k);h.n.a=b+r}} +function S7b(a){var b,c,d,e,f;d=JD(lNb(a,($xc(),qwc)),165);if(d==(Qrc(),Mrc)){for(c=new Yr(Dr(yYb(a).a.Jc(),new Dl));Wr(c);){b=JD(Xr(c),17);if(!U7b(b)){throw Icb(new pbd(Gye+wYb(a)+"' has its layer constraint set to FIRST_SEPARATE, but has at least one incoming edge. 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tnb(WC(OC(cP,1),rte,377,0,[e])));f=new oTb(MSb);UTb(a,YSb,new tnb(WC(OC(cP,1),rte,377,0,[f])));eTb(d.c,KSb);eTb(e.c,LSb);eTb(f.c,MSb);eTb(g.c,NSb);h.a.c.length=0;$lb(h.a,d.c);$lb(h.a,$u(e.c));$lb(h.a,f.c);$lb(h.a,$u(g.c));return h} +function V5c(a,b){var c,d,e,f,g,h,i,j,k,l,m,n,o;b.Tg(RDe,1);n=Reb(MD(Pud(a,(A3c(),z3c))));g=Reb(MD(Pud(a,(D4c(),w4c))));h=JD(Pud(a,t4c),104);i7c((!a.a&&(a.a=new A3d(Q3,a,10,11)),a.a));k=A5c((!a.a&&(a.a=new A3d(Q3,a,10,11)),a.a),n,g);!a.a&&(a.a=new A3d(Q3,a,10,11));for(j=new Hmb(k);j.a0){a.a=i+(n-1)*f;b.c.b+=a.a;b.f.b+=a.a}}if(o.a.gc()!=0){m=new nQc(1,f);n=mQc(m,b,o,p,b.f.b+i-b.c.b);n>0&&(b.f.b+=i+(n-1)*f)}} +function Gmc(a,b,c){var d,e,f,g,h,i,j,k,l,m,n,o,p,q,r,s,t,u;k=Reb(MD(lNb(a,($xc(),wxc))));d=Reb(MD(lNb(a,Pxc)));m=new qqd;oNb(m,wxc,k+d);j=b;r=j.d;p=j.c.i;s=j.d.i;q=r$b(p.c);t=r$b(s.c);e=new imb;for(l=q;l<=t;l++){h=new KYb(a);IYb(h,(UYb(),PYb));oNb(h,(Krc(),hrc),j);oNb(h,bxc,(xld(),sld));oNb(h,yxc,m);n=JD(amb(a.b,l),25);l==q?GYb(h,n.a.c.length-c,n):HYb(h,n);u=Reb(MD(lNb(j,bwc)));if(u<0){u=0;oNb(j,bwc,u)}h.o.b=u;o=$wnd.Math.floor(u/2);g=new sZb;rZb(g,(mmd(),lmd));qZb(g,h);g.n.b=o;i=new sZb;rZb(i,Tld);qZb(i,h);i.n.b=o;yWb(j,g);f=new BWb;jNb(f,j);oNb(f,nwc,null);xWb(f,i);yWb(f,r);Hmc(h,j,f);nDb(e.c,f);j=f}return e} +function uNc(a,b){var c,d,e,f,g,h,i,j,k,l,m,n,o,p,q,r,s,t;p=b.b.c.length;if(p<3){return}n=SC(cE,Pue,30,p,15,1);l=0;for(k=new Hmb(b.b);k.ag)&&bsb(a.b,JD(q.b,17))}}++h}f=g}}}} +function o8b(a,b){var c,d,e,f,g,h,i,j,k,l,m,n,o,p,q,r,s,t;i=JD(FYb(a,(mmd(),lmd)).Jc().Pb(),12).e;n=JD(FYb(a,Tld).Jc().Pb(),12).g;h=i.c.length;t=lZb(JD(amb(a.j,0),12));while(h-->0){p=(JDb(0,i.c.length),JD(i.c[0],17));e=(JDb(0,n.c.length),JD(n.c[0],17));s=e.d.e;f=bmb(s,e,0);zWb(p,e.d,f);xWb(e,null);yWb(e,null);o=p.a;b&&Qtb(o,new Zfd(t));for(d=Wtb(e.a,0);d.b!=d.d.c;){c=JD(iub(d),8);Qtb(o,new Zfd(c))}r=p.b;for(m=new Hmb(e.b);m.a-2}default:{return false}}b=a.Pj();switch(a.p){case 0:return b!=null&&Odb(LD(b))!=Xcb(a.k,0);case 1:return b!=null&&JD(b,221).a!=ddb(a.k)<<24>>24;case 2:return b!=null&&JD(b,180).a!=(ddb(a.k)&Bue);case 6:return b!=null&&Xcb(JD(b,190).a,a.k);case 5:return b!=null&&JD(b,15).a!=ddb(a.k);case 7:return b!=null&&JD(b,191).a!=ddb(a.k)<<16>>16;case 3:return b!=null&&Reb(MD(b))!=a.j;case 4:return b!=null&&JD(b,164).a!=a.j;default:return b==null?a.n!=null:!pb(b,a.n);}} +function LZd(a,b,c){var d,e,f,g;if(a.ml()&&a.ll()){g=MZd(a,JD(c,57));if(XD(g)!==XD(c)){a.vj(b);a.Bj(b,NZd(a,b,g));if(a.$k()){f=(e=JD(c,52),a.kl()?a.il()?e.Qh(a.b,X3d(JD(tWd(bud(a.b),a.Jj()),19)).n,JD(tWd(bud(a.b),a.Jj()).Fk(),29).ik(),null):e.Qh(a.b,zWd(e.Ah(),X3d(JD(tWd(bud(a.b),a.Jj()),19))),null,null):e.Qh(a.b,-1-a.Jj(),null,null));!JD(g,52).Mh()&&(f=(d=JD(g,52),a.kl()?a.il()?d.Oh(a.b,X3d(JD(tWd(bud(a.b),a.Jj()),19)).n,JD(tWd(bud(a.b),a.Jj()).Fk(),29).ik(),f):d.Oh(a.b,zWd(d.Ah(),X3d(JD(tWd(bud(a.b),a.Jj()),19))),null,f):d.Oh(a.b,-1-a.Jj(),null,f)));!!f&&f.mj()}Vsd(a.b)&&a.Hj(a.Gj(9,c,g,b,false));return g}}return c} +function KGb(a){var b,c,d,e,f,g,h,i,j,k;d=new imb;for(g=new Hmb(a.e.a);g.a0&&(g=$wnd.Math.max(g,_Jb(a.C.b+d.d.b,e)))}else{n=m+k.d.c+a.w+d.d.b;g=$wnd.Math.max(g,(Sy(),Wy(Lwe),$wnd.Math.abs(l-e)<=Lwe||l==e||isNaN(l)&&isNaN(e)?0:n/(e-l)))}k=d;l=e;m=f}if(!!a.C&&a.C.c>0){n=m+a.C.c;j&&(n+=k.d.c);g=$wnd.Math.max(g,(Sy(),Wy(Lwe),$wnd.Math.abs(l-1)<=Lwe||l==1||isNaN(l)&&isNaN(1)?0:n/(1-l)))}c.n.b=0;c.a.a=g} +function eLb(a,b){var c,d,e,f,g,h,i,j,k,l,m,n;c=JD($qb(a.b,b),127);i=JD(JD(Qc(a.r,b),22),83);if(i.dc()){c.n.d=0;c.n.a=0;return}j=a.u.Gc((Lld(),Hld));g=0;a.A.Gc((Vmd(),Umd))&&jLb(a,b);h=i.Jc();k=null;m=0;l=0;while(h.Ob()){d=JD(h.Pb(),115);f=Reb(MD(d.b.mf((VKb(),UKb))));e=d.b.Kf().b;if(!k){!!a.C&&a.C.d>0&&(g=$wnd.Math.max(g,_Jb(a.C.d+d.d.d,f)))}else{n=l+k.d.a+a.w+d.d.d;g=$wnd.Math.max(g,(Sy(),Wy(Lwe),$wnd.Math.abs(m-f)<=Lwe||m==f||isNaN(m)&&isNaN(f)?0:n/(f-m)))}k=d;m=f;l=e}if(!!a.C&&a.C.a>0){n=l+a.C.a;j&&(n+=k.d.a);g=$wnd.Math.max(g,(Sy(),Wy(Lwe),$wnd.Math.abs(m-1)<=Lwe||m==1||isNaN(m)&&isNaN(1)?0:n/(1-m)))}c.n.d=0;c.a.b=g} +function EFc(a,b,c){var d,e,f,g,h,i;this.g=a;h=b.d.length;i=c.d.length;this.d=SC(RP,nye,9,h+i,0,1);for(g=0;g0?CFc(this,this.f/this.a):uFc(b.g,b.d[0]).a!=null&&uFc(c.g,c.d[0]).a!=null?CFc(this,(Reb(uFc(b.g,b.d[0]).a)+Reb(uFc(c.g,c.d[0]).a))/2):uFc(b.g,b.d[0]).a!=null?CFc(this,uFc(b.g,b.d[0]).a):uFc(c.g,c.d[0]).a!=null&&CFc(this,uFc(c.g,c.d[0]).a)} +function r5c(a,b,c,d,e,f,g,h){var i,j,k,l,m,n,o,p,q,r;o=false;j=M6c(c.q,b.f+b.b-c.q.f);n=d.f>b.b&&h;r=e-(c.q.e+j-g);l=(i=z6c(d,r,false),i.a);if(n&&l>d.f){return false}if(n){m=0;for(q=new Hmb(b.d);q.a=(JDb(f,a.c.length),JD(a.c[f],186)).e;if(!n&&l>b.b&&!k){return false}if(k||n||l<=b.b){if(k&&l>b.b){c.d=l;x6c(c,w6c(c,l))}else{N6c(c.q,j);c.c=true}x6c(d,e-(c.s+c.r));B6c(d,c.q.e+c.q.d,b.f);j7c(b,d);if(a.c.length>f){m7c((JDb(f,a.c.length),JD(a.c[f],186)),d);(JDb(f,a.c.length),JD(a.c[f],186)).a.c.length==0&&cmb(a,f)}o=true}return o} +function cRb(a,b){var c,d,e,f,g,h,i,j,k,l;a.a=new GRb(Brb(v2));for(d=new Hmb(b.a);d.a0&&(RDb(0,c.length),c.charCodeAt(0)!=47))){throw Icb(new hfb('invalid opaquePart: '+c))}if(a&&!(b!=null&&Aob(cQd,b.toLowerCase()))&&!(c==null||!kQd(c,$Pd,_Pd))){throw Icb(new hfb(IHe+c))}if(a&&b!=null&&Aob(cQd,b.toLowerCase())&&!CQd(c)){throw Icb(new hfb(IHe+c))}if(!DQd(d)){throw Icb(new hfb('invalid device: '+d))}if(!FQd(e)){g=e==null?'invalid segments: null':'invalid segment: '+rQd(e);throw Icb(new hfb(g))}if(!(f==null||xgb(f,Mgb(35))==-1)){throw Icb(new hfb('invalid query: '+f))}} +function SXb(a,b,c){var d,e,f,g,h,i,j,k,l,m,n,o,p,q,r;m=new Zfd(a.o);r=b.a/m.a;h=b.b/m.b;p=b.a-m.a;f=b.b-m.b;if(c){e=XD(lNb(a,($xc(),bxc)))===XD((xld(),sld));for(o=new Hmb(a.j);o.a=1){if(q-g>0&&l>=0){i.n.a+=p;i.n.b+=f*g}else if(q-g<0&&k>=0){i.n.a+=p*q;i.n.b+=f}}}a.o.a=b.a;a.o.b=b.b;oNb(a,($xc(),Nwc),(Vmd(),d=JD(teb(N2),10),new Krb(d,JD(kDb(d,d.length),10),0)))} +function _Dc(a,b,c){var d,e,f,g,h,i,j,k,l,m,n,o,p,q,r;c.Tg('Network simplex layering',1);a.b=b;r=JD(lNb(b,($xc(),Ixc)),15).a*4;q=a.b.a;if(q.c.length<1){c.Ug();return}f=XDc(a,q);p=null;for(e=Wtb(f,0);e.b!=e.d.c;){d=JD(iub(e),16);h=r*YD($wnd.Math.sqrt(d.gc()));g=$Dc(d);NGb($Gb(aHb(_Gb(cHb(g),h),p),true),c.dh(1));m=a.b.b;for(o=new Hmb(g.a);o.a1){p=SC(cE,Pue,30,a.b.b.c.length,15,1);l=0;for(j=new Hmb(a.b.b);j.a0){oA(a,c,0);c.a+=String.fromCharCode(d);e=tA(b,f);oA(a,c,e);f+=e-1;continue}if(d==39){if(f+10&&o.a<=0){i.c.length=0;nDb(i.c,o);break}n=o.i-o.d;if(n>=h){if(n>h){i.c.length=0;h=n}nDb(i.c,o)}}if(i.c.length!=0){g=JD(amb(i,Nvb(e,i.c.length)),116);t.a.Ac(g)!=null;g.g=k++;SOc(g,b,c,d);i.c.length=0}}q=a.c.length+1;for(m=new Hmb(a);m.apve||b.o==YMc&&k=h&&e<=i){if(h<=e&&f<=i){c[k++]=e;c[k++]=f;d+=2}else if(h<=e){c[k++]=e;c[k++]=i;a.b[d]=i+1;g+=2}else if(f<=i){c[k++]=h;c[k++]=f;d+=2}else{c[k++]=h;c[k++]=i;a.b[d]=i+1}}else if(ique)&&h<10);aSb(a.c,new CRb);pRb(a);YRb(a.c);_Qb(a.f)} +function dGc(a,b){var c,d,e,f,g,h,i,j,k,l,m;switch(a.k.g){case 1:d=JD(lNb(a,(Krc(),hrc)),17);c=JD(lNb(d,irc),78);!c?(c=new jgd):Odb(LD(lNb(d,vrc)))&&(c=ngd(c));j=JD(lNb(a,brc),12);if(j){k=cgd(WC(OC(o2,1),Ote,8,0,[j.i.n,j.n,j.a]));if(b<=k.a){return k.b}Ttb(c,k,c.a,c.a.a)}l=JD(lNb(a,crc),12);if(l){m=cgd(WC(OC(o2,1),Ote,8,0,[l.i.n,l.n,l.a]));if(m.a<=b){return m.b}Ttb(c,m,c.c.b,c.c)}if(c.b>=2){i=Wtb(c,0);g=JD(iub(i),8);h=JD(iub(i),8);while(h.a0&&qFb(j,true,(ojd(),ljd));h.k==(UYb(),NYb)&&rFb(j);ejb(a.f,h,b)}}} +function p7c(a,b){var c,d,e,f,g,h,i,j,k,l,m,n,o,p,q,r,s;j=ove;k=ove;h=pve;i=pve;for(m=new Hmb(b.i);m.a=a.j){++a.j;Ylb(a.b,zfb(1));Ylb(a.c,k)}else{d=a.d[b.p][1];fmb(a.b,j,zfb(JD(amb(a.b,j),15).a+1-d));fmb(a.c,j,Reb(MD(amb(a.c,j)))+k-d*a.f)}(a.r==(Czc(),vzc)&&(JD(amb(a.b,j),15).a>a.k||JD(amb(a.b,j-1),15).a>a.k)||a.r==yzc&&(Reb(MD(amb(a.c,j)))>a.n||Reb(MD(amb(a.c,j-1)))>a.n))&&(i=false);for(g=new Yr(Dr(yYb(b).a.Jc(),new Dl));Wr(g);){f=JD(Xr(g),17);h=f.c.i;if(a.g[h.p]==j){l=D8b(a,h);e=e+JD(l.a,15).a;i=i&&Odb(LD(l.b))}}a.g[b.p]=j;e=e+a.d[b.p][0];return new ard(zfb(e),(Ndb(),i?true:false))} +function Kgc(a,b,c){var d,e,f,g,h,i,j,k,l,m,n,o,p,q,r,s,t,u,v,w;if(m=a.c[b],n=a.c[c],(o=JD(lNb(m,(Krc(),Xqc)),16),!!o&&o.gc()!=0&&o.Gc(n))||(p=m.k!=(UYb(),PYb)&&n.k!=PYb,q=JD(lNb(m,Wqc),9),r=JD(lNb(n,Wqc),9),s=q!=r,t=!!q&&q!=m||!!r&&r!=n,u=Lgc(m,(mmd(),Uld)),v=Lgc(n,jmd),t=t|(Lgc(m,jmd)||Lgc(n,Uld)),w=t&&s||u||v,p&&w)||m.k==(UYb(),SYb)&&n.k==RYb||n.k==(UYb(),SYb)&&m.k==RYb){return false}k=a.c[b];f=a.c[c];e=FIc(a.e,k,f,(mmd(),lmd));i=FIc(a.i,k,f,Tld);Bgc(a.f,k,f);j=kgc(a.b,k,f)+JD(e.a,15).a+JD(i.a,15).a+a.f.d;h=kgc(a.b,f,k)+JD(e.b,15).a+JD(i.b,15).a+a.f.b;if(a.a){l=JD(lNb(k,hrc),12);g=JD(lNb(f,hrc),12);d=DIc(a.g,l,g);j+=JD(d.a,15).a;h+=JD(d.b,15).a}return j>h} +function DQb(a,b){var c,d,e,f,g;c=Reb(MD(lNb(b,($xc(),txc))));c<2&&oNb(b,txc,2);d=JD(lNb(b,Pvc),86);d==(ojd(),mjd)&&oNb(b,Pvc,JXb(b));e=JD(lNb(b,nxc),15);e.a==0?oNb(b,(Krc(),trc),new Svb):oNb(b,(Krc(),trc),new Tvb(e.a));f=LD(lNb(b,Iwc));f==null&&oNb(b,Iwc,(Ndb(),XD(lNb(b,Wvc))===XD((Ujd(),Qjd))?true:false));VBb(new gCb(null,new Wvb(b.a,16)),new GQb(a));VBb(UBb(new gCb(null,new Wvb(b.b,16)),new IQb),new KQb(a));g=new IAc(b);oNb(b,(Krc(),yrc),g);ybd(a.a);Bbd(a.a,(TQb(),OQb),JD(lNb(b,Nvc),188));Bbd(a.a,PQb,JD(lNb(b,wwc),188));Bbd(a.a,QQb,JD(lNb(b,Mvc),188));Bbd(a.a,RQb,JD(lNb(b,Mwc),188));Bbd(a.a,SQb,eOc(JD(lNb(b,Wvc),222)));vbd(a.a,CQb(b));oNb(b,rrc,wbd(a.a,b))} +function mQc(a,b,c,d,e){var f,g,h,i,j,k,l,m,n,o,p,q,r;l=new Yrb;g=new imb;kQc(a,c,a.d.zg(),g,l);kQc(a,d,a.d.Ag(),g,l);a.b=0.2*(p=lQc(UBb(new gCb(null,new Wvb(g,16)),new rQc)),q=lQc(UBb(new gCb(null,new Wvb(g,16)),new tQc)),$wnd.Math.min(p,q));f=0;for(h=0;h=2&&(r=QOc(g,true,m),!a.e&&(a.e=new TPc(a)),PPc(a.e,r,g,a.b),undefined);oQc(g,m);qQc(g);n=-1;for(k=new Hmb(g);k.a0){c+=i.n.a+i.o.a/2;++l}for(o=new Hmb(i.j);o.a0&&(c/=l);r=SC(aE,vve,30,d.a.c.length,15,1);h=0;for(j=new Hmb(d.a);j.a-1){for(e=Wtb(h,0);e.b!=e.d.c;){d=JD(iub(e),132);d.v=g}while(h.b!=0){d=JD(bu(h,0),132);for(c=new Hmb(d.i);c.a-1){for(f=new Hmb(h);f.a0){continue}lPc(i,$wnd.Math.min(i.o,e.o-1));kPc(i,i.i-1);i.i==0&&(nDb(h.c,i),true)}}}} +function rfd(a,b,c,d,e){var f,g,h,i;i=ove;g=false;h=mfd(a,Vfd(new Yfd(b.a,b.b),a),Gfd(new Yfd(c.a,c.b),e),Vfd(new Yfd(d.a,d.b),c));f=!!h&&!($wnd.Math.abs(h.a-a.a)<=wEe&&$wnd.Math.abs(h.b-a.b)<=wEe||$wnd.Math.abs(h.a-b.a)<=wEe&&$wnd.Math.abs(h.b-b.b)<=wEe);h=mfd(a,Vfd(new Yfd(b.a,b.b),a),c,e);!!h&&(($wnd.Math.abs(h.a-a.a)<=wEe&&$wnd.Math.abs(h.b-a.b)<=wEe)==($wnd.Math.abs(h.a-b.a)<=wEe&&$wnd.Math.abs(h.b-b.b)<=wEe)||f?(i=$wnd.Math.min(i,Mfd(Vfd(h,c)))):(g=true));h=mfd(a,Vfd(new Yfd(b.a,b.b),a),d,e);!!h&&(g||($wnd.Math.abs(h.a-a.a)<=wEe&&$wnd.Math.abs(h.b-a.b)<=wEe)==($wnd.Math.abs(h.a-b.a)<=wEe&&$wnd.Math.abs(h.b-b.b)<=wEe)||f)&&(i=$wnd.Math.min(i,Mfd(Vfd(h,d))));return i} +function FPb(a){kdd(a,new vcd(Ccd(Gcd(Dcd(Fcd(Ecd(new Icd,Txe),Uxe),"Minimizes the stress within a layout using stress majorization. Stress exists if the euclidean distance between a pair of nodes doesn't match their graph theoretic distance, that is, the shortest path between the two nodes. The method allows to specify individual edge lengths."),new IPb),oxe)));idd(a,Txe,wxe,mEd(wPb));idd(a,Txe,yxe,(Ndb(),true));idd(a,Txe,Cxe,mEd(zPb));idd(a,Txe,Vxe,mEd(APb));idd(a,Txe,Bxe,mEd(BPb));idd(a,Txe,Dxe,mEd(yPb));idd(a,Txe,zxe,mEd(CPb));idd(a,Txe,Exe,mEd(DPb));idd(a,Txe,Oxe,mEd(vPb));idd(a,Txe,Qxe,mEd(tPb));idd(a,Txe,Rxe,mEd(uPb));idd(a,Txe,Sxe,mEd(xPb));idd(a,Txe,Pxe,mEd(sPb))} +function pFc(a){var b,c,d,e,f,g,h,i;b=null;for(d=new Hmb(a);d.a0&&c.c==0){!b&&(b=new imb);nDb(b.c,c)}}if(b){while(b.c.length!=0){c=JD(cmb(b,0),239);if(!!c.b&&c.b.c.length>0){for(f=(!c.b&&(c.b=new imb),new Hmb(c.b));f.abmb(a,c,0)){return new ard(e,c)}}else if(Reb(uFc(e.g,e.d[0]).a)>Reb(uFc(c.g,c.d[0]).a)){return new ard(e,c)}}}for(h=(!c.e&&(c.e=new imb),c.e).Jc();h.Ob();){g=JD(h.Pb(),239);i=(!g.b&&(g.b=new imb),g.b);MDb(0,i.c.length);lDb(i.c,0,c);g.c==i.c.length&&(nDb(b.c,g),true)}}}return null} +function ure(a,b){var c,d,e,f,g,h,i,j,k;if(b.e==5){rre(a,b);return}j=b;if(j.b==null||a.b==null)return;tre(a);qre(a);tre(j);qre(j);c=SC(cE,Pue,30,a.b.length+j.b.length,15,1);k=0;d=0;g=0;while(d=h&&e<=i){if(h<=e&&f<=i){d+=2}else if(h<=e){a.b[d]=i+1;g+=2}else if(f<=i){c[k++]=e;c[k++]=h-1;d+=2}else{c[k++]=e;c[k++]=h-1;a.b[d]=i+1;g+=2}}else if(i0),JD(k.a.Xb(k.c=--k.b),17));while(f!=d&&k.b>0){a.a[f.p]=true;a.a[d.p]=true;f=(IDb(k.b>0),JD(k.a.Xb(k.c=--k.b),17))}k.b>0&&Jjb(k)}}}}} +function UEc(a,b,c){var d,e,f,g,h,i,j,k,l,m;if(c){d=-1;k=new Qjb(b,0);while(k.b0?(e-=86400000):(e+=86400000);i=new oB(Jcb(Pcb(b.q.getTime()),e))}k=new jhb;j=a.a.length;for(f=0;f=97&&d<=122||d>=65&&d<=90){for(g=f+1;g=j){throw Icb(new hfb("Missing trailing '"))}g+1=14&&k<=16))){if(b.a._b(d)){!c.a?(c.a=new khb(c.d)):ehb(c.a,c.b);bhb(c.a,'[...]')}else{h=KD(d);j=new gsb(b);Kxb(c,Pmb(h,j))}}else RD(d,171)?Kxb(c,onb(JD(d,171))):RD(d,195)?Kxb(c,hnb(JD(d,195))):RD(d,201)?Kxb(c,inb(JD(d,201))):RD(d,2073)?Kxb(c,nnb(JD(d,2073))):RD(d,54)?Kxb(c,lnb(JD(d,54))):RD(d,584)?Kxb(c,mnb(JD(d,584))):RD(d,830)?Kxb(c,knb(JD(d,830))):RD(d,108)&&Kxb(c,jnb(JD(d,108)))}else{Kxb(c,d==null?vte:qdb(d))}}return !c.a?c.c:c.e.length==0?c.a.a:c.a.a+(''+c.e)} +function IVd(a,b){var c,d,e,f;f=a.F;if(b==null){a.F=null;wVd(a,null)}else{a.F=(KDb(b),b);d=xgb(b,Mgb(60));if(d!=-1){e=(QDb(0,d,b.length),b.substr(0,d));xgb(b,Mgb(46))==-1&&!sgb(e,hte)&&!sgb(e,ZHe)&&!sgb(e,$He)&&!sgb(e,_He)&&!sgb(e,aIe)&&!sgb(e,bIe)&&!sgb(e,cIe)&&!sgb(e,dIe)&&(e=eIe);c=Agb(b,Mgb(62));c!=-1&&(e+=''+(RDb(c+1,b.length+1),b.substr(c+1)));wVd(a,e)}else{e=b;if(xgb(b,Mgb(46))==-1){d=xgb(b,Mgb(91));d!=-1&&(e=(QDb(0,d,b.length),b.substr(0,d)));if(!sgb(e,hte)&&!sgb(e,ZHe)&&!sgb(e,$He)&&!sgb(e,_He)&&!sgb(e,aIe)&&!sgb(e,bIe)&&!sgb(e,cIe)&&!sgb(e,dIe)){e=eIe;d!=-1&&(e+=''+(RDb(d,b.length+1),b.substr(d)))}else{e=b}}wVd(a,e);e==b&&(a.F=a.D)}}(a.Db&4)!=0&&(a.Db&1)==0&&zsd(a,new L1d(a,1,5,f,b))} +function gVb(a,b){var c,d,e,f,g,h,i,j,k,l,m,n,o;a.c=a.e;o=LD(lNb(b,($xc(),oxc)));n=o==null||(KDb(o),o);f=JD(lNb(b,(Krc(),Rqc)),22).Gc((Lpc(),Epc));e=JD(lNb(b,bxc),102);c=!(e==(xld(),rld)||e==tld||e==sld);if(n&&(c||!f)){for(l=new Hmb(b.a);l.a=0){f=btd(b,(QDb(1,h,c.length),c.substr(1,h-1)));l=(QDb(h+1,j,c.length),c.substr(h+1,j-(h+1)));return Wsd(b,l,f)}}else{d=-1;geb==null&&(geb=new RegExp('\\d'));if(geb.test(String.fromCharCode(i))){d=Bgb(c,Mgb(46),j-1);if(d>=0){e=JD(Osd(b,gtd(b,(QDb(1,d,c.length),c.substr(1,d-1))),false),61);k=0;try{k=Vdb((RDb(d+1,c.length+1),c.substr(d+1)),rue,lte)}catch(a){a=Hcb(a);if(RD(a,131)){g=a;throw Icb(new PQd(g))}else throw Icb(a)}if(k>16==-10){c=JD(a.Cb,293).Wk(b,c)}else if(a.Db>>16==-15){!b&&(b=(HRd(),uRd));!j&&(j=(HRd(),uRd));if(a.Cb.Vh()){i=new N1d(a.Cb,1,13,j,b,dXd(m2d(JD(a.Cb,62)),a),false);!c?(c=i):c.lj(i)}}}else if(RD(a.Cb,88)){if(a.Db>>16==-23){RD(b,88)||(b=(HRd(),xRd));RD(j,88)||(j=(HRd(),xRd));if(a.Cb.Vh()){i=new N1d(a.Cb,1,10,j,b,dXd(rWd(JD(a.Cb,29)),a),false);!c?(c=i):c.lj(i)}}}else if(RD(a.Cb,446)){h=JD(a.Cb,834);g=(!h.b&&(h.b=new n8d(new j8d)),h.b);for(f=(d=new Cjb((new tjb(g.a)).a),new v8d(d));f.a.b;){e=JD(Ajb(f.a).jd(),87);c=m0d(e,i0d(e,h),c)}}}return c} +function D$b(a,b){var c,d,e,f,g,h,i,j,k,l,m;g=Odb(LD(Pud(a,($xc(),jwc))));m=JD(Pud(a,exc),22);i=false;j=false;l=new fKd((!a.c&&(a.c=new A3d(R3,a,9,9)),a.c));while(l.e!=l.i.gc()&&(!i||!j)){f=JD(dKd(l),125);h=0;for(e=Gl(yl(WC(OC(VI,1),rte,20,0,[(!f.d&&(f.d=new Wge(N3,f,8,5)),f.d),(!f.e&&(f.e=new Wge(N3,f,7,4)),f.e)])));Wr(e);){d=JD(Xr(e),85);k=g&&vwd(d)&&Odb(LD(Pud(d,kwc)));c=aXd((!d.b&&(d.b=new Wge(L3,d,4,7)),d.b),f)?a==Czd(EEd(JD(SFd((!d.c&&(d.c=new Wge(L3,d,5,8)),d.c),0),84))):a==Czd(EEd(JD(SFd((!d.b&&(d.b=new Wge(L3,d,4,7)),d.b),0),84)));if(k||c){++h;if(h>1){break}}}h>0?(i=true):m.Gc((Lld(),Hld))&&(!f.n&&(f.n=new A3d(P3,f,1,7)),f.n).i>0&&(i=true);h>1&&(j=true)}i&&b.Ec((Lpc(),Epc));j&&b.Ec((Lpc(),Fpc))} +function Qpd(a){var b,c,d,e,f,g,h,i,j,k,l,m;m=JD(Pud(a,(gjd(),Vhd)),22);if(m.dc()){return null}h=0;g=0;if(m.Gc((Vmd(),Tmd))){k=JD(Pud(a,qid),102);d=2;c=2;e=2;f=2;b=!Czd(a)?JD(Pud(a,shd),86):JD(Pud(Czd(a),shd),86);for(j=new fKd((!a.c&&(a.c=new A3d(R3,a,9,9)),a.c));j.e!=j.i.gc();){i=JD(dKd(j),125);l=JD(Pud(i,xid),64);if(l==(mmd(),kmd)){l=Bpd(i,b);Rud(i,xid,l)}if(k==(xld(),sld)){switch(l.g){case 1:d=$wnd.Math.max(d,i.i+i.g);break;case 2:c=$wnd.Math.max(c,i.j+i.f);break;case 3:e=$wnd.Math.max(e,i.i+i.g);break;case 4:f=$wnd.Math.max(f,i.j+i.f);}}else{switch(l.g){case 1:d+=i.g+2;break;case 2:c+=i.f+2;break;case 3:e+=i.g+2;break;case 4:f+=i.f+2;}}}h=$wnd.Math.max(d,e);g=$wnd.Math.max(c,f)}return Rpd(a,h,g,true,true)} +function SKc(a,b){var c,d,e,f,g,h,i,j,k,l,m,n,o,p;e=null;for(d=new Hmb(b.a);d.a1){e=a.e.b;Qtb(a.e,i);for(h=i.a.ec().Jc();h.Ob();){g=JD(h.Pb(),9);ejb(a.c,g,zfb(e))}}}} +function IUb(a,b,c,d){var e,f,g,h,i,j,k,l,m,n;f=new UUb(b);l=DUb(a,b,f);n=$wnd.Math.max(Reb(MD(lNb(b,($xc(),bwc)))),1);for(k=new Hmb(l.a);k.a=0){i=null;h=new Qjb(k.a,j+1);while(h.b0;if(j){if(j){m=r.p;g?++m:--m;l=JD(amb(r.c.a,m),9);d=F1b(l);n=!(kfd(d,w,c[0])||gfd(d,w,c[0]))}}else{n=true}}o=false;v=b.D.i;if(!!v&&!!v.c&&h.e){k=g&&v.p>0||!g&&v.p=0&&pg?1:Rdb(isNaN(0),isNaN(g)))<0&&(null,Wy(hCe),($wnd.Math.abs(g-1)<=hCe||g==1||isNaN(g)&&isNaN(1)?0:g<1?-1:g>1?1:Rdb(isNaN(g),isNaN(1)))<0)&&(null,Wy(hCe),($wnd.Math.abs(0-h)<=hCe||0==h||isNaN(0)&&isNaN(h)?0:0h?1:Rdb(isNaN(0),isNaN(h)))<0)&&(null,Wy(hCe),($wnd.Math.abs(h-1)<=hCe||h==1||isNaN(h)&&isNaN(1)?0:h<1?-1:h>1?1:Rdb(isNaN(h),isNaN(1)))<0));return f} +function OKc(a){var b,c,d,e,f,g,h,i,j,k,l;a.j=SC(cE,Pue,30,a.g,15,1);a.o=new imb;VBb(UBb(new gCb(null,new Wvb(a.e.b,16)),new WLc),new YLc(a));a.a=SC(Fcb,zwe,30,a.b,16,1);aCb(new gCb(null,new Wvb(a.e.b,16)),new lMc(a));d=(l=new imb,VBb(SBb(UBb(new gCb(null,new Wvb(a.e.b,16)),new bMc),new dMc(a)),new fMc(a,l)),l);for(i=new Hmb(d);i.a=j.c.c.length?(k=DKc((UYb(),RYb),PYb)):(k=DKc((UYb(),PYb),PYb));k*=2;f=c.a.g;c.a.g=$wnd.Math.max(f,f+(k-f));g=c.b.g;c.b.g=$wnd.Math.max(g,g+(k-g));e=b}}} +function ZEb(a,b){var c;if(a.e){throw Icb(new kfb((seb(PM),lwe+PM.k+mwe)))}if(!sEb(a.a,b)){throw Icb(new qz(nwe+b+owe))}if(b==a.d){return a}c=a.d;a.d=b;switch(c.g){case 0:switch(b.g){case 2:WEb(a);break;case 1:cFb(a);WEb(a);break;case 4:iFb(a);WEb(a);break;case 3:iFb(a);cFb(a);WEb(a);}break;case 2:switch(b.g){case 1:cFb(a);dFb(a);break;case 4:iFb(a);WEb(a);break;case 3:iFb(a);cFb(a);WEb(a);}break;case 1:switch(b.g){case 2:cFb(a);dFb(a);break;case 4:cFb(a);iFb(a);WEb(a);break;case 3:cFb(a);iFb(a);cFb(a);WEb(a);}break;case 4:switch(b.g){case 2:iFb(a);WEb(a);break;case 1:iFb(a);cFb(a);WEb(a);break;case 3:cFb(a);dFb(a);}break;case 3:switch(b.g){case 2:cFb(a);iFb(a);WEb(a);break;case 1:cFb(a);iFb(a);cFb(a);WEb(a);break;case 4:cFb(a);dFb(a);}}return a} +function WRb(a,b){var c;if(a.d){throw Icb(new kfb((seb(MO),lwe+MO.k+mwe)))}if(!FRb(a.a,b)){throw Icb(new qz(nwe+b+owe))}if(b==a.c){return a}c=a.c;a.c=b;switch(c.g){case 0:switch(b.g){case 2:TRb(a);break;case 1:$Rb(a);TRb(a);break;case 4:cSb(a);TRb(a);break;case 3:cSb(a);$Rb(a);TRb(a);}break;case 2:switch(b.g){case 1:$Rb(a);_Rb(a);break;case 4:cSb(a);TRb(a);break;case 3:cSb(a);$Rb(a);TRb(a);}break;case 1:switch(b.g){case 2:$Rb(a);_Rb(a);break;case 4:$Rb(a);cSb(a);TRb(a);break;case 3:$Rb(a);cSb(a);$Rb(a);TRb(a);}break;case 4:switch(b.g){case 2:cSb(a);TRb(a);break;case 1:cSb(a);$Rb(a);TRb(a);break;case 3:$Rb(a);_Rb(a);}break;case 3:switch(b.g){case 2:$Rb(a);cSb(a);TRb(a);break;case 1:$Rb(a);cSb(a);$Rb(a);TRb(a);break;case 4:$Rb(a);_Rb(a);}}return a} +function qmc(a){var b,c,d,e,f,g,h,i,j,k,l,m,n,o,p,q,r,s,t;l=a.b;k=new Qjb(l,0);Pjb(k,new s$b(a));s=false;g=1;while(k.b0&&(b.a+=pte,b);Ppd(JD(dKd(h),174),b)}b.a+=jye;i=new oKd((!d.c&&(d.c=new Wge(L3,d,5,8)),d.c));while(i.e!=i.i.gc()){i.e>0&&(b.a+=pte,b);Ppd(JD(dKd(i),174),b)}b.a+=')'}}} +function _Mb(a,b,c){var d,e,f,g,h,i,j,k;for(i=new fKd((!a.a&&(a.a=new A3d(Q3,a,10,11)),a.a));i.e!=i.i.gc();){h=JD(dKd(i),26);for(e=new Yr(Dr(DEd(h).a.Jc(),new Dl));Wr(e);){d=JD(Xr(e),85);!d.b&&(d.b=new Wge(L3,d,4,7));if(!(d.b.i<=1&&(!d.c&&(d.c=new Wge(L3,d,5,8)),d.c.i<=1))){throw Icb(new qbd('Graph must not contain hyperedges.'))}if(!uwd(d)&&h!=EEd(JD(SFd((!d.c&&(d.c=new Wge(L3,d,5,8)),d.c),0),84))){j=new DNb;jNb(j,d);oNb(j,(iPb(),gPb),d);ANb(j,JD(Wd(vsb(c.f,h)),155));BNb(j,JD(bjb(c,EEd(JD(SFd((!d.c&&(d.c=new Wge(L3,d,5,8)),d.c),0),84))),155));Ylb(b.c,j);for(g=new fKd((!d.n&&(d.n=new A3d(P3,d,1,7)),d.n));g.e!=g.i.gc();){f=JD(dKd(g),157);k=new JNb(j,f.a);jNb(k,f);oNb(k,gPb,f);k.e.a=$wnd.Math.max(f.g,1);k.e.b=$wnd.Math.max(f.f,1);INb(k);Ylb(b.d,k)}}}}} +function C8b(a,b,c){var d,e,f,g,h,i,j,k,l,m;c.Tg('Node promotion heuristic',1);a.i=b;a.r=JD(lNb(b,($xc(),vwc)),243);a.r!=(Czc(),tzc)&&a.r!=uzc?A8b(a):B8b(a);k=JD(lNb(a.i,uwc),15).a;f=new W8b;switch(a.r.g){case 2:case 1:F8b(a,f);break;case 3:a.r=Bzc;F8b(a,f);i=0;for(h=new Hmb(a.b);h.aa.k){a.r=vzc;F8b(a,f)}break;case 4:a.r=Bzc;F8b(a,f);j=0;for(e=new Hmb(a.c);e.aa.n){a.r=yzc;F8b(a,f)}break;case 6:m=YD($wnd.Math.ceil(a.g.length*k/100));F8b(a,new Z8b(m));break;case 5:l=YD($wnd.Math.ceil(a.e*k/100));F8b(a,new a9b(l));break;case 8:z8b(a,true);break;case 9:z8b(a,false);break;default:F8b(a,f);}a.r!=tzc&&a.r!=uzc?G8b(a,b):H8b(a,b);c.Ug()} +function fHb(a,b){var c,d,e,f,g,h,i,j,k,l,m,n,o,p,q,r,s,t;l=new cJb(a);BKb(l,!(b==(ojd(),njd)||b==jjd));k=l.a;m=new aZb;for(e=(zHb(),WC(OC(hN,1),kue,237,0,[wHb,xHb,yHb])),g=0,i=e.length;g0){m.d+=k.n.d;m.d+=k.d}if(m.a>0){m.a+=k.n.a;m.a+=k.d}if(m.b>0){m.b+=k.n.b;m.b+=k.d}if(m.c>0){m.c+=k.n.c;m.c+=k.d}return m} +function a3b(a,b,c){var d,e,f,g,h,i,j,k,l,m,n,o;m=c.d;l=c.c;f=new Yfd(c.f.a+c.d.b+c.d.c,c.f.b+c.d.d+c.d.a);g=f.b;for(j=new Hmb(a.a);j.a0){a.c[b.c.p][b.p].d+=Ovb(a.i,24)*Nve*0.07000000029802322-0.03500000014901161;a.c[b.c.p][b.p].a=a.c[b.c.p][b.p].d/a.c[b.c.p][b.p].b}} 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function'))&&(k=xue);h=Agb(j,Mgb(58));e=Bgb(j,Mgb(58),h-1);i=-1;d=-1;f=zue;if(h!=-1&&e!=-1){f=(QDb(0,e,j.length),j.substr(0,e));i=bA((QDb(e+1,h,j.length),j.substr(e+1,h-(e+1))));d=bA((RDb(h+1,j.length+1),j.substr(h+1)))}return a.le(f,k,i,d)} +function i0b(a){var b,c,d,e,f,g,h,i,j,k,l;for(j=new Hmb(a);j.a0||k.j==lmd&&k.e.c.length-k.g.c.length<0)){b=false;break}for(e=new Hmb(k.g);e.a=j&&v>=q){m+=o.n.b+p.n.b+p.a.b-u;++h}}}}if(c){for(g=new Hmb(s.e);g.a=j&&v>=q){m+=o.n.b+p.n.b+p.a.b-u;++h}}}}}if(h>0){w+=m/h;++n}}if(n>0){b.a=e*w/n;b.g=n}else{b.a=0;b.g=0}} +function gHb(a,b,c,d){var e,f,g,h,i;h=new cJb(b);KKb(h,d);e=true;if(!!a&&a.nf((gjd(),shd))){f=JD(a.mf((gjd(),shd)),86);e=f==(ojd(),mjd)||f==kjd||f==ljd}AKb(h,false);_lb(h.e.Pf(),new 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if((c&248)==240){b[h++]=c<<24>>24;d=4}}if(d>0){if(h==d){switch(h){case 2:{$gb(i,((b[0]&31)<<6|b[1]&63)&Bue);break}case 3:{$gb(i,((b[0]&15)<<12|(b[1]&63)<<6|b[2]&63)&Bue);break}}h=0;d=0}}else{for(f=0;f=2){if((!a.a&&(a.a=new A3d(M3,a,6,6)),a.a).i==0){c=(ksd(),e=new Ywd,e);YEd((!a.a&&(a.a=new A3d(M3,a,6,6)),a.a),c)}else if((!a.a&&(a.a=new A3d(M3,a,6,6)),a.a).i>1){m=new oKd((!a.a&&(a.a=new A3d(M3,a,6,6)),a.a));while(m.e!=m.i.gc()){eKd(m)}}ypd(b,JD(SFd((!a.a&&(a.a=new A3d(M3,a,6,6)),a.a),0),170))}if(l){for(d=new fKd((!a.a&&(a.a=new A3d(M3,a,6,6)),a.a));d.e!=d.i.gc();){c=JD(dKd(d),170);for(j=new fKd((!c.a&&(c.a=new VXd(K3,c,5)),c.a));j.e!=j.i.gc();){i=JD(dKd(j),372);h.a=$wnd.Math.max(h.a,i.a);h.b=$wnd.Math.max(h.b,i.b)}}}for(g=new fKd((!a.n&&(a.n=new A3d(P3,a,1,7)),a.n));g.e!=g.i.gc();){f=JD(dKd(g),157);k=JD(Pud(f,qkd),8);!!k&&Kvd(f,k.a,k.b);if(l){h.a=$wnd.Math.max(h.a,f.i+f.g);h.b=$wnd.Math.max(h.b,f.j+f.f)}}return h} +function EA(a,b,c,d,e){var f,g,h;CA(a,b);g=b[0];f=pgb(c.c,0);h=-1;if(vA(c)){if(d>0){if(g+d>a.length){return false}h=zA((QDb(0,g+d,a.length),a.substr(0,g+d)),b)}else{h=zA(a,b)}}switch(f){case 71:h=wA(a,g,WC(OC(hJ,1),Ote,2,6,[Que,Rue]),b);e.e=h;return true;case 77:return HA(a,b,e,h,g);case 76:return JA(a,b,e,h,g);case 69:return FA(a,b,g,e);case 99:return IA(a,b,g,e);case 97:h=wA(a,g,WC(OC(hJ,1),Ote,2,6,['AM','PM']),b);e.b=h;return true;case 121:return LA(a,b,g,h,c,e);case 100:if(h<=0){return false}e.c=h;return true;case 83:if(h<0){return false}return GA(h,g,b[0],e);case 104:h==12&&(h=0);case 75:case 72:if(h<0){return false}e.f=h;e.g=false;return true;case 107:if(h<0){return false}e.f=h;e.g=true;return true;case 109:if(h<0){return false}e.j=h;return true;case 115:if(h<0){return false}e.n=h;return true;case 90:if(gB[i]&&(q=i);for(l=new Hmb(a.a.b);l.a=h){IDb(s.b>0);s.a.Xb(s.c=--s.b);break}else 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c,d,e,f,g,h,i,j,k,l,m,n,o,p,q,r,s,t,u,v;b.Tg(Jye,1);o=JD(lNb(a,($xc(),Wvc)),222);for(e=new Hmb(a.b);e.a=2){p=true;m=new Hmb(f.j);c=JD(Fmb(m),12);n=null;while(m.a0){d=l.gc();j=YD($wnd.Math.floor((d+1)/2))-1;e=YD($wnd.Math.ceil((d+1)/2))-1;if(b.o==ZMc){for(k=e;k>=j;k--){if(b.a[u.p]==u){p=JD(l.Xb(k),49);o=JD(p.a,9);if(!csb(c,p.b)&&n>a.b.e[o.p]){b.a[o.p]=u;b.g[u.p]=b.g[o.p];b.a[u.p]=b.g[u.p];b.f[b.g[u.p].p]=(Ndb(),Odb(b.f[b.g[u.p].p])&u.k==(UYb(),PYb)?true:false);n=a.b.e[o.p]}}}}else{for(k=j;k<=e;k++){if(b.a[u.p]==u){r=JD(l.Xb(k),49);q=JD(r.a,9);if(!csb(c,r.b)&&n0){e=JD(amb(q.c.a,w-1),9);g=a.i[e.p];B=$wnd.Math.ceil(DAc(a.n,e,q));f=v.a.e-q.d.d-(g.a.e+e.o.b+e.d.a)-B}j=ove;if(w0&&A.a.e.e-A.a.a-(A.b.e.e-A.b.a)<0;o=t.a.e.e-t.a.a-(t.b.e.e-t.b.a)<0&&A.a.e.e-A.a.a-(A.b.e.e-A.b.a)>0;n=t.a.e.e+t.b.aA.b.e.e+A.a.a;u=0;!p&&!o&&(m?f+l>0?(u=l):j-d>0&&(u=d):n&&(f+h>0?(u=h):j-s>0&&(u=s)));v.a.e+=u;v.b&&(v.d.e+=u);return false} +function oHb(a,b,c){var d,e,f,g,h,i,j,k,l,m;d=new Afd(b.Jf().a,b.Jf().b,b.Kf().a,b.Kf().b);e=new zfd;if(a.c){for(g=new Hmb(b.Pf());g.a0&&HYb(n,(JDb(c,b.c.length),JD(b.c[c],25)));f=0;m=true;r=$u(Uu(yYb(n)));for(i=r.Jc();i.Ob();){h=JD(i.Pb(),17);m=false;l=h;for(j=0;j(JDb(j,b.c.length),JD(b.c[j],25)).a.c.length?HYb(e,(JDb(j,b.c.length),JD(b.c[j],25))):GYb(e,d+f,(JDb(j,b.c.length),JD(b.c[j],25)));l=v8b(l,e)}c>0&&(f+=1)}if(m){for(j=0;j(JDb(j,b.c.length),JD(b.c[j],25)).a.c.length?HYb(e,(JDb(j,b.c.length),JD(b.c[j],25))):GYb(e,d+f,(JDb(j,b.c.length),JD(b.c[j],25)))}c>0&&(f+=1)}g=false;for(p=new Yr(Dr(BYb(n).a.Jc(),new Dl));Wr(p);){o=JD(Xr(p),17);l=o;for(k=c+1;k(JDb(j,b.c.length),JD(b.c[j],25)).a.c.length?HYb(q,(JDb(j,b.c.length),JD(b.c[j],25))):GYb(q,d+1,(JDb(j,b.c.length),JD(b.c[j],25)))}}g&&(f+=1);g=true}return f>0?f-1:0} +function fre(a,b){Tqe();var 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A3d(M3,n,6,6)),n.a),0),170);Ttb(d,q,d.c.b,d.c);p=JD(Wd(vsb(u.f,q)),13);if(!p){p=Kpd(q);wsb(u.f,q,p)}l=c?Vfd(new Zfd(JD(amb(w,w.c.length-1),8)),JD(amb(p,p.c.length-1),8)):Vfd(new Zfd((JDb(0,w.c.length),JD(w.c[0],8))),(JDb(0,p.c.length),JD(p.c[0],8)));wsb(m.f,q,l)}}if(d.b!=0){r=JD(amb(w,c?w.c.length-1:0),8);for(j=1;j1&&(Ttb(k,r,k.c.b,k.c),true);kub(e)}}}r=s}}return k} +function mYc(a,b,c){var d,e,f,g,h,i,j,k,l,m,n,o,p,q,r,s,t,u,v,w,A,B,C,D;c.Tg(OCe,1);D=JD(PBb(SBb(new gCb(null,new Wvb(b,16)),new AYc),yAb(new QAb,new OAb,new WAb,WC(OC(HL,1),kue,130,0,[(CAb(),AAb)]))),16);k=JD(PBb(SBb(new gCb(null,new Wvb(b,16)),new CYc(b)),yAb(new QAb,new OAb,new WAb,WC(OC(HL,1),kue,130,0,[AAb]))),16);o=JD(PBb(SBb(new gCb(null,new Wvb(b,16)),new EYc(b)),yAb(new QAb,new OAb,new WAb,WC(OC(HL,1),kue,130,0,[AAb]))),16);p=SC($Z,ACe,40,b.gc(),0,1);for(g=0;g=0&&C=0&&!p[n]){p[n]=e;k.ed(h);--h;break}n=C-m;if(n=0&&!p[n]){p[n]=e;k.ed(h);--h;break}}}o.gd(new GYc);for(i=p.length-1;i>=0;i--){if(!p[i]&&!o.dc()){p[i]=JD(o.Xb(0),40);o.ed(0)}}for(j=0;jm&&m7c((JDb(m,b.c.length),JD(b.c[m],186)),k);k=null;while(b.c.length>m&&(JDb(m,b.c.length),JD(b.c[m],186)).a.c.length==0){dmb(b,(JDb(m,b.c.length),b.c[m]))}}if(!k){--g;continue}if(!Odb(LD(JD(amb(k.b,0),26).mf((D4c(),i4c))))&&q5c(b,o,f,k,q,c,m,d)){p=true;continue}if(q){n=o.b;l=k.f;if(!Odb(LD(JD(amb(k.b,0),26).mf(i4c)))&&r5c(b,o,f,k,c,m,d,e)){p=true;if(n=a.j){a.a=-1;a.c=1;return}b=pgb(a.i,a.d++);a.a=b;if(a.b==1){switch(b){case 92:d=10;if(a.d>=a.j)throw Icb(new Joe(VGd((Fbe(),PGe))));a.a=pgb(a.i,a.d++);break;case 45:if((a.e&512)==512&&a.d=a.j)break;if(pgb(a.i,a.d)!=63)break;if(++a.d>=a.j)throw Icb(new Joe(VGd((Fbe(),QGe))));b=pgb(a.i,a.d++);switch(b){case 58:d=13;break;case 61:d=14;break;case 33:d=15;break;case 91:d=19;break;case 62:d=18;break;case 60:if(a.d>=a.j)throw Icb(new Joe(VGd((Fbe(),QGe))));b=pgb(a.i,a.d++);if(b==61){d=16}else if(b==33){d=17}else throw Icb(new Joe(VGd((Fbe(),RGe))));break;case 35:while(a.d=a.j)throw Icb(new Joe(VGd((Fbe(),PGe))));a.a=pgb(a.i,a.d++);break;default:d=0;}a.c=d} +function KTc(a,b,c){var d,e,f,g,h,i,j,k,l,m,n,o,p,q;c.Tg('Process compaction',1);if(!Odb(LD(lNb(b,(DXc(),_Wc))))){return}e=JD(lNb(b,bXc),86);n=Reb(MD(lNb(b,vXc)));LTc(a,b,e);HTc(b,n/2/2);o=b.b;yub(o,new $Tc(e));for(j=Wtb(o,0);j.b!=j.d.c;){i=JD(iub(j),40);if(!Odb(LD(lNb(i,(MWc(),JWc))))){d=ITc(i,e);p=HSc(i,b);l=0;m=0;if(d){q=d.e;switch(e.g){case 2:l=q.a-n-i.f.a;p.e.a-n-i.f.al&&(l=p.e.a+p.f.a+n);m=l+i.f.a;break;case 4:l=q.b-n-i.f.b;p.e.b-n-i.f.bl&&(l=p.e.b+p.f.b+n);m=l+i.f.b;}}else if(p){switch(e.g){case 2:l=p.e.a-n-i.f.a;m=l+i.f.a;break;case 1:l=p.e.a+p.f.a+n;m=l+i.f.a;break;case 4:l=p.e.b-n-i.f.b;m=l+i.f.b;break;case 3:l=p.e.b+p.f.b+n;m=l+i.f.b;}}if(XD(lNb(b,eXc))===XD((fWc(),cWc))){f=l;g=m;h=TBb(SBb(new gCb(null,new Wvb(a.a,16)),new cUc(f,g)));if(h.a!=null){e==(ojd(),kjd)||e==ljd?(i.e.a=l):(i.e.b=l)}else{e==(ojd(),kjd)||e==njd?(h=TBb(SBb(bCb(new gCb(null,new Wvb(a.a,16))),new qUc(f)))):(h=TBb(SBb(bCb(new gCb(null,new Wvb(a.a,16))),new sUc(f))));h.a!=null&&(e==kjd||e==ljd?(i.e.a=Reb(MD((IDb(h.a!=null),JD(h.a,49)).a))):(i.e.b=Reb(MD((IDb(h.a!=null),JD(h.a,49)).a))))}if(h.a!=null){k=bmb(a.a,(IDb(h.a!=null),h.a),0);if(k>0&&k!=JD(lNb(i,BXc),15).a){oNb(i,oWc,(Ndb(),true));oNb(i,BXc,zfb(k))}}}else{e==(ojd(),kjd)||e==ljd?(i.e.a=l):(i.e.b=l)}}}c.Ug()} +function JCc(a,b,c){var d,e,f,g,h,i,j,k,l,m,n,o,p,q,r,s,t,u,v;c.Tg('Coffman-Graham Layering',1);if(b.a.c.length==0){c.Ug();return}v=JD(lNb(b,($xc(),owc)),15).a;i=0;g=0;for(m=new Hmb(b.a);m.a=v||!ECc(r,d))&&(d=GCc(b,k));HYb(r,d);for(f=new Yr(Dr(yYb(r).a.Jc(),new Dl));Wr(f);){e=JD(Xr(f),17);if(a.a[e.p]){continue}p=e.c.i;--a.e[p.p];a.e[p.p]==0&&(PDb(pvb(n,p),Bve),true)}}for(j=k.c.length-1;j>=0;--j){Ylb(b.b,(JDb(j,k.c.length),JD(k.c[j],25)))}b.a.c.length=0;c.Ug()} +function Dpe(a){var b,c,d,e,f,g,h,i,j;a.b=1;Koe(a);b=null;if(a.c==0&&a.a==94){Koe(a);b=(Tqe(),Tqe(),++Sqe,new vre(4));pre(b,0,GJe);h=(null,++Sqe,new vre(4))}else{h=(Tqe(),Tqe(),++Sqe,new vre(4))}e=true;while((j=a.c)!=1){if(j==0&&a.a==93&&!e){if(b){ure(b,h);h=b}break}c=a.a;d=false;if(j==10){switch(c){case 100:case 68:case 119:case 87:case 115:case 83:sre(h,Cpe(c));d=true;break;case 105:case 73:case 99:case 67:c=(sre(h,Cpe(c)),-1);c<0&&(d=true);break;case 112:case 80:i=Qoe(a,c);if(!i)throw Icb(new Joe(VGd((Fbe(),bHe))));sre(h,i);d=true;break;default:c=Bpe(a);}}else if(j==24&&!e){if(b){ure(b,h);h=b}f=Dpe(a);ure(h,f);if(a.c!=0||a.a!=93)throw Icb(new Joe(VGd((Fbe(),fHe))));break}Koe(a);if(!d){if(j==0){if(c==91)throw Icb(new Joe(VGd((Fbe(),gHe))));if(c==93)throw Icb(new Joe(VGd((Fbe(),hHe))));if(c==45&&!e&&a.a!=93)throw Icb(new Joe(VGd((Fbe(),iHe))))}if(a.c!=0||a.a!=45||c==45&&e){pre(h,c,c)}else{Koe(a);if((j=a.c)==1)throw Icb(new Joe(VGd((Fbe(),dHe))));if(j==0&&a.a==93){pre(h,c,c);pre(h,45,45)}else if(j==0&&a.a==93||j==24){throw Icb(new Joe(VGd((Fbe(),iHe))))}else{g=a.a;if(j==0){if(g==91)throw 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V8d(a){gyd(a.c,kIe,WC(OC(hJ,1),Ote,2,6,[xIe,'http://www.w3.org/2001/XMLSchema#decimal']));gyd(a.d,kIe,WC(OC(hJ,1),Ote,2,6,[xIe,'http://www.w3.org/2001/XMLSchema#integer']));gyd(a.e,kIe,WC(OC(hJ,1),Ote,2,6,[xIe,'http://www.w3.org/2001/XMLSchema#boolean']));gyd(a.f,kIe,WC(OC(hJ,1),Ote,2,6,[xIe,'EBoolean',AGe,'EBoolean:Object']));gyd(a.i,kIe,WC(OC(hJ,1),Ote,2,6,[xIe,'http://www.w3.org/2001/XMLSchema#byte']));gyd(a.g,kIe,WC(OC(hJ,1),Ote,2,6,[xIe,'http://www.w3.org/2001/XMLSchema#hexBinary']));gyd(a.j,kIe,WC(OC(hJ,1),Ote,2,6,[xIe,'EByte',AGe,'EByte:Object']));gyd(a.n,kIe,WC(OC(hJ,1),Ote,2,6,[xIe,'EChar',AGe,'EChar:Object']));gyd(a.t,kIe,WC(OC(hJ,1),Ote,2,6,[xIe,'http://www.w3.org/2001/XMLSchema#double']));gyd(a.u,kIe,WC(OC(hJ,1),Ote,2,6,[xIe,'EDouble',AGe,'EDouble:Object']));gyd(a.F,kIe,WC(OC(hJ,1),Ote,2,6,[xIe,'http://www.w3.org/2001/XMLSchema#float']));gyd(a.G,kIe,WC(OC(hJ,1),Ote,2,6,[xIe,'EFloat',AGe,'EFloat:Object']));gyd(a.I,kIe,WC(OC(hJ,1),Ote,2,6,[xIe,'http://www.w3.org/2001/XMLSchema#int']));gyd(a.J,kIe,WC(OC(hJ,1),Ote,2,6,[xIe,'EInt',AGe,'EInt:Object']));gyd(a.N,kIe,WC(OC(hJ,1),Ote,2,6,[xIe,'http://www.w3.org/2001/XMLSchema#long']));gyd(a.O,kIe,WC(OC(hJ,1),Ote,2,6,[xIe,'ELong',AGe,'ELong:Object']));gyd(a.Z,kIe,WC(OC(hJ,1),Ote,2,6,[xIe,'http://www.w3.org/2001/XMLSchema#short']));gyd(a.$,kIe,WC(OC(hJ,1),Ote,2,6,[xIe,'EShort',AGe,'EShort:Object']));gyd(a._,kIe,WC(OC(hJ,1),Ote,2,6,[xIe,'http://www.w3.org/2001/XMLSchema#string']))} +function $xc(){$xc=ndb;qxc=(gjd(),Fid);rxc=Gid;sxc=Hid;txc=Iid;vxc=Jid;wxc=Kid;zxc=Mid;Bxc=Oid;Cxc=Pid;Axc=Nid;Dxc=Qid;Fxc=Rid;Hxc=Uid;yxc=Lid;pxc=(cvc(),uuc);uxc=vuc;xxc=wuc;Exc=xuc;jxc=new qEd(Aid,zfb(0));kxc=ruc;lxc=suc;mxc=tuc;Xxc=Vuc;Pxc=Auc;Qxc=Duc;Txc=Luc;Rxc=Guc;Sxc=Iuc;Zxc=$uc;Yxc=Xuc;Vxc=Ruc;Uxc=Puc;Wxc=Tuc;Awc=Vtc;ywc=Qtc;xwc=Otc;zwc=Stc;Kwc=iuc;Lwc=juc;_vc=ktc;awc=ntc;Lxc=Xid;Nxc=_id;Kxc=Wid;Jxc=Vid;Mxc=(rnd(),ond);new qEd(Yid,Mxc);Twc=new bZb(12);Swc=new qEd(cid,Twc);Xvc=(Ujd(),Qjd);Wvc=new qEd(xhd,Xvc);axc=new qEd(pid,0);nxc=new qEd(Bid,zfb(1));hvc=new qEd(ihd,nxe);Rwc=aid;bxc=qid;gxc=xid;Ovc=rhd;fvc=ghd;ewc=Chd;oxc=new qEd(Eid,(Ndb(),true));jwc=Fhd;kwc=Ghd;Nwc=Vhd;Qwc=$hd;Owc=Xhd;Rvc=(ojd(),mjd);Pvc=new qEd(shd,Rvc);Fwc=Thd;Ewc=Rhd;exc=uid;dxc=tid;fxc=wid;Wwc=(lld(),kld);new qEd(iid,Wwc);Ywc=lid;Zwc=mid;$wc=nid;Xwc=kid;Oxc=zuc;wwc=Mtc;vwc=Ktc;Ixc=yuc;qwc=Ctc;Nvc=Ysc;Mvc=Wsc;Cvc=Fsc;Dvc=Gsc;Fvc=Lsc;Evc=Hsc;Lvc=Usc;Cwc=Xtc;Dwc=Ytc;mwc=vtc;Mwc=nuc;Hwc=auc;cwc=qtc;Jwc=guc;Zvc=gtc;$vc=itc;Bvc=phd;Gwc=Ztc;lvc=gsc;kvc=esc;jvc=dsc;gwc=ttc;fwc=stc;hwc=utc;Pwc=Yhd;nwc=Nhd;bwc=zhd;Uvc=vhd;Tvc=uhd;Gvc=Osc;cxc=sid;ivc=ohd;iwc=Ehd;_wc=oid;Uwc=eid;Vwc=gid;swc=Ftc;twc=Htc;ixc=zid;gvc=csc;uwc=Jtc;Vvc=ctc;Svc=atc;Bwc=Phd;owc=ztc;Iwc=duc;Gxc=Sid;Qvc=$sc;hxc=puc;Yvc=etc;Hvc=Qsc;Ivc=Rsc;pwc=Btc;Jvc=Ssc;lwc=Ihd;rwc=Etc;Kvc=Tsc;Avc=Dsc;xvc=zsc;nvc=ksc;ovc=lsc;yvc=Bsc;mvc=isc;zvc=Csc;wvc=ysc;vvc=xsc;uvc=wsc;pvc=msc;tvc=usc;svc=ssc;qvc=osc;rvc=qsc;dwc=rtc} +function YYc(a,b,c,d,e,f,g){var h,i,j,k,l,m,n,o;m=JD(d.a,15).a;n=JD(d.b,15).a;l=a.b;o=a.c;h=0;k=0;if(b==(ojd(),kjd)||b==ljd){k=Yub(eBb(XBb(WBb(new gCb(null,new Wvb(c.b,16)),new x$c),new xZc)));if(l.e.b+l.f.b/2>k){j=++n;h=Reb(MD(Pub(ZBb(WBb(new gCb(null,new Wvb(c.b,16)),new z$c(e,j)),new zZc))))}else{i=++m;h=Reb(MD(Pub($Bb(WBb(new gCb(null,new Wvb(c.b,16)),new B$c(e,i)),new DZc))))}}else{k=Yub(eBb(XBb(WBb(new gCb(null,new Wvb(c.b,16)),new TZc),new HZc)));if(l.e.a+l.f.a/2>k){j=++n;h=Reb(MD(Pub(ZBb(WBb(new gCb(null,new Wvb(c.b,16)),new VZc(e,j)),new JZc))))}else{i=++m;h=Reb(MD(Pub($Bb(WBb(new gCb(null,new Wvb(c.b,16)),new XZc(e,i)),new NZc))))}}if(b==kjd){Stb(a.a,new Yfd(Reb(MD(lNb(l,(MWc(),BWc))))-e,h));Stb(a.a,new Yfd(o.e.a+o.f.a+e+f,h));Stb(a.a,new Yfd(o.e.a+o.f.a+e+f,o.e.b+o.f.b/2));Stb(a.a,new Yfd(o.e.a+o.f.a,o.e.b+o.f.b/2))}else if(b==ljd){Stb(a.a,new Yfd(Reb(MD(lNb(l,(MWc(),AWc))))+e,l.e.b+l.f.b/2));Stb(a.a,new Yfd(l.e.a+l.f.a+e,h));Stb(a.a,new Yfd(o.e.a-e-f,h));Stb(a.a,new Yfd(o.e.a-e-f,o.e.b+o.f.b/2));Stb(a.a,new Yfd(o.e.a,o.e.b+o.f.b/2))}else if(b==njd){Stb(a.a,new Yfd(h,Reb(MD(lNb(l,(MWc(),BWc))))-e));Stb(a.a,new Yfd(h,o.e.b+o.f.b+e+f));Stb(a.a,new Yfd(o.e.a+o.f.a/2,o.e.b+o.f.b+e+f));Stb(a.a,new Yfd(o.e.a+o.f.a/2,o.e.b+o.f.b+e))}else{a.a.b==0||(JD(Vtb(a.a),8).b=Reb(MD(lNb(l,(MWc(),AWc))))+e*JD(g.b,15).a);Stb(a.a,new Yfd(h,Reb(MD(lNb(l,(MWc(),AWc))))+e*JD(g.b,15).a));Stb(a.a,new Yfd(h,o.e.b-e*JD(g.a,15).a-f))}return new ard(zfb(m),zfb(n))} +function yQd(a){var b,c,d,e,f,g,h,i,j,k,l,m,n;g=true;l=null;d=null;e=null;b=false;n=ZPd;j=null;f=null;h=0;i=qQd(a,h,XPd,YPd);if(i=0&&sgb(a.substr(h,'//'.length),'//')){h+=2;i=qQd(a,h,$Pd,_Pd);d=(QDb(h,i,a.length),a.substr(h,i-h));h=i}else if(l!=null&&(h==a.length||(RDb(h,a.length),a.charCodeAt(h)!=47))){g=false;i=ygb(a,Mgb(35),h);i==-1&&(i=a.length);d=(QDb(h,i,a.length),a.substr(h,i-h));h=i}if(!c&&h0&&pgb(k,k.length-1)==58){e=k;h=i}}if(hg){klc(a,b,c);return 1}else{klc(a,c,b);return -1}}for(s=a.f,t=0,u=s.length;t0?klc(a,b,c):klc(a,c,b);return d}if(!mNb(b,(Krc(),grc))||!mNb(c,grc)){f=ilc(a,b);h=ilc(a,c);if(f>h){klc(a,b,c);return 1}else{klc(a,c,b);return -1}}}if(!m&&!o){d=jlc(a,b,c);if(d!=0){d>0?klc(a,b,c):klc(a,c,b);return d}}}if(mNb(b,(Krc(),grc))&&mNb(c,grc)){f=glc(b,c,a.c,JD(lNb(a.c,frc),15).a);h=glc(c,b,a.c,JD(lNb(a.c,frc),15).a);if(f>h){klc(a,b,c);return 1}else{klc(a,c,b);return -1}}else{klc(a,c,b);return -1}} +function oVb(){oVb=ndb;$Tb();nVb=new Np;Rc(nVb,(mmd(),$ld),Zld);Rc(nVb,imd,Zld);Rc(nVb,_ld,Zld);Rc(nVb,fmd,Zld);Rc(nVb,emd,Zld);Rc(nVb,cmd,Zld);Rc(nVb,fmd,$ld);Rc(nVb,Zld,Vld);Rc(nVb,$ld,Vld);Rc(nVb,imd,Vld);Rc(nVb,_ld,Vld);Rc(nVb,dmd,Vld);Rc(nVb,fmd,Vld);Rc(nVb,emd,Vld);Rc(nVb,cmd,Vld);Rc(nVb,Yld,Vld);Rc(nVb,Zld,gmd);Rc(nVb,$ld,gmd);Rc(nVb,Vld,gmd);Rc(nVb,imd,gmd);Rc(nVb,_ld,gmd);Rc(nVb,dmd,gmd);Rc(nVb,fmd,gmd);Rc(nVb,Yld,gmd);Rc(nVb,hmd,gmd);Rc(nVb,emd,gmd);Rc(nVb,amd,gmd);Rc(nVb,cmd,gmd);Rc(nVb,$ld,imd);Rc(nVb,_ld,imd);Rc(nVb,fmd,imd);Rc(nVb,cmd,imd);Rc(nVb,$ld,_ld);Rc(nVb,imd,_ld);Rc(nVb,fmd,_ld);Rc(nVb,_ld,_ld);Rc(nVb,emd,_ld);Rc(nVb,Zld,Wld);Rc(nVb,$ld,Wld);Rc(nVb,Vld,Wld);Rc(nVb,gmd,Wld);Rc(nVb,imd,Wld);Rc(nVb,_ld,Wld);Rc(nVb,dmd,Wld);Rc(nVb,fmd,Wld);Rc(nVb,hmd,Wld);Rc(nVb,Yld,Wld);Rc(nVb,cmd,Wld);Rc(nVb,emd,Wld);Rc(nVb,bmd,Wld);Rc(nVb,Zld,hmd);Rc(nVb,$ld,hmd);Rc(nVb,Vld,hmd);Rc(nVb,imd,hmd);Rc(nVb,_ld,hmd);Rc(nVb,dmd,hmd);Rc(nVb,fmd,hmd);Rc(nVb,Yld,hmd);Rc(nVb,cmd,hmd);Rc(nVb,amd,hmd);Rc(nVb,bmd,hmd);Rc(nVb,$ld,Yld);Rc(nVb,imd,Yld);Rc(nVb,_ld,Yld);Rc(nVb,fmd,Yld);Rc(nVb,hmd,Yld);Rc(nVb,cmd,Yld);Rc(nVb,emd,Yld);Rc(nVb,Zld,Xld);Rc(nVb,$ld,Xld);Rc(nVb,Vld,Xld);Rc(nVb,imd,Xld);Rc(nVb,_ld,Xld);Rc(nVb,dmd,Xld);Rc(nVb,fmd,Xld);Rc(nVb,Yld,Xld);Rc(nVb,cmd,Xld);Rc(nVb,$ld,emd);Rc(nVb,Vld,emd);Rc(nVb,gmd,emd);Rc(nVb,_ld,emd);Rc(nVb,Zld,amd);Rc(nVb,$ld,amd);Rc(nVb,gmd,amd);Rc(nVb,imd,amd);Rc(nVb,_ld,amd);Rc(nVb,dmd,amd);Rc(nVb,fmd,amd);Rc(nVb,fmd,bmd);Rc(nVb,_ld,bmd);Rc(nVb,Yld,Zld);Rc(nVb,Yld,imd);Rc(nVb,Yld,Vld);Rc(nVb,dmd,Zld);Rc(nVb,dmd,$ld);Rc(nVb,dmd,gmd)} +function vNc(a,b,c){var d,e,f,g,h,i,j,k,l,m,n,o,p,q,r,s,t,u,v,w;c.Tg('Brandes & Koepf node placement',1);a.a=b;a.c=ENc(b);d=JD(lNb(b,($xc(),Hwc)),282);n=Odb(LD(lNb(b,Iwc)));a.d=d==(jpc(),gpc)&&!n||d==dpc;uNc(a,b);v=null;w=null;r=null;s=null;q=(bk(4,jue),new jmb(4));switch(JD(lNb(b,Hwc),282).g){case 3:r=new OMc(b,a.c.d,($Mc(),YMc),(SMc(),QMc));nDb(q.c,r);break;case 1:s=new OMc(b,a.c.d,($Mc(),ZMc),(SMc(),QMc));nDb(q.c,s);break;case 4:v=new OMc(b,a.c.d,($Mc(),YMc),(SMc(),RMc));nDb(q.c,v);break;case 2:w=new OMc(b,a.c.d,($Mc(),ZMc),(SMc(),RMc));nDb(q.c,w);break;default:r=new OMc(b,a.c.d,($Mc(),YMc),(SMc(),QMc));s=new OMc(b,a.c.d,ZMc,QMc);v=new OMc(b,a.c.d,YMc,RMc);w=new OMc(b,a.c.d,ZMc,RMc);nDb(q.c,v);nDb(q.c,w);nDb(q.c,r);nDb(q.c,s);}e=new gNc(b,a.c);for(h=new Hmb(q);h.aMMc(f))&&(l=f)}}!l&&(l=(JDb(0,q.c.length),JD(q.c[0],185)));for(p=new Hmb(b.b);p.a0){klc(a,c,b);return 1}else{klc(a,b,c);return -1}}else if(k&&t){klc(a,c,b);return 1}else if(l&&s){klc(a,b,c);return -1}else if(l&&t){return 0}}else{for(C=new Hmb(j.j);C.al){F=0;G+=k+A;k=0}_Rc(v,g,F,G);b=$wnd.Math.max(b,F+w.a);k=$wnd.Math.max(k,w.b);F+=w.a+A}u=new Yrb;c=new Yrb;for(C=new Hmb(a);C.a=-1900?1:0;c>=4?ehb(a,WC(OC(hJ,1),Ote,2,6,[Que,Rue])[h]):ehb(a,WC(OC(hJ,1),Ote,2,6,['BC','AD'])[h]);break;case 121:sA(a,c,d);break;case 77:rA(a,c,d);break;case 107:i=e.q.getHours();i==0?MA(a,24,c):MA(a,i,c);break;case 83:qA(a,c,e);break;case 69:k=d.q.getDay();c==5?ehb(a,WC(OC(hJ,1),Ote,2,6,['S','M','T','W','T','F','S'])[k]):c==4?ehb(a,WC(OC(hJ,1),Ote,2,6,[Sue,Tue,Uue,Vue,Wue,Xue,Yue])[k]):ehb(a,WC(OC(hJ,1),Ote,2,6,['Sun','Mon','Tue','Wed','Thu','Fri','Sat'])[k]);break;case 97:e.q.getHours()>=12&&e.q.getHours()<24?ehb(a,WC(OC(hJ,1),Ote,2,6,['AM','PM'])[1]):ehb(a,WC(OC(hJ,1),Ote,2,6,['AM','PM'])[0]);break;case 104:l=e.q.getHours()%12;l==0?MA(a,12,c):MA(a,l,c);break;case 75:m=e.q.getHours()%12;MA(a,m,c);break;case 72:n=e.q.getHours();MA(a,n,c);break;case 99:o=d.q.getDay();c==5?ehb(a,WC(OC(hJ,1),Ote,2,6,['S','M','T','W','T','F','S'])[o]):c==4?ehb(a,WC(OC(hJ,1),Ote,2,6,[Sue,Tue,Uue,Vue,Wue,Xue,Yue])[o]):c==3?ehb(a,WC(OC(hJ,1),Ote,2,6,['Sun','Mon','Tue','Wed','Thu','Fri','Sat'])[o]):MA(a,o,1);break;case 76:p=d.q.getMonth();c==5?ehb(a,WC(OC(hJ,1),Ote,2,6,['J','F','M','A','M','J','J','A','S','O','N','D'])[p]):c==4?ehb(a,WC(OC(hJ,1),Ote,2,6,[Cue,Due,Eue,Fue,Gue,Hue,Iue,Jue,Kue,Lue,Mue,Nue])[p]):c==3?ehb(a,WC(OC(hJ,1),Ote,2,6,['Jan','Feb','Mar','Apr',Gue,'Jun','Jul','Aug','Sep','Oct','Nov','Dec'])[p]):MA(a,p+1,c);break;case 81:q=d.q.getMonth()/3|0;c<4?ehb(a,WC(OC(hJ,1),Ote,2,6,['Q1','Q2','Q3','Q4'])[q]):ehb(a,WC(OC(hJ,1),Ote,2,6,['1st quarter','2nd quarter','3rd quarter','4th quarter'])[q]);break;case 100:r=d.q.getDate();MA(a,r,c);break;case 109:j=e.q.getMinutes();MA(a,j,c);break;case 115:g=e.q.getSeconds();MA(a,g,c);break;case 122:c<4?ehb(a,f.c[0]):ehb(a,f.c[1]);break;case 118:ehb(a,f.b);break;case 90:c<3?ehb(a,WA(f)):c==3?ehb(a,VA(f)):ehb(a,YA(f.a));break;default:return false;}return true} +function N$b(a,b,c,d){var e,f,g,h,i,j,k,l,m,n,o,p,q,r,s,t,u,v,w,A,B,C,D,F,G,H;C$b(b);i=JD(SFd((!b.b&&(b.b=new Wge(L3,b,4,7)),b.b),0),84);k=JD(SFd((!b.c&&(b.c=new Wge(L3,b,5,8)),b.c),0),84);h=EEd(i);j=EEd(k);g=(!b.a&&(b.a=new A3d(M3,b,6,6)),b.a).i==0?null:JD(SFd((!b.a&&(b.a=new A3d(M3,b,6,6)),b.a),0),170);A=JD(bjb(a.a,h),9);F=JD(bjb(a.a,j),9);B=null;G=null;if(RD(i,193)){w=JD(bjb(a.a,i),246);if(RD(w,12)){B=JD(w,12)}else if(RD(w,9)){A=JD(w,9);B=JD(amb(A.j,0),12)}}if(RD(k,193)){D=JD(bjb(a.a,k),246);if(RD(D,12)){G=JD(D,12)}else if(RD(D,9)){F=JD(D,9);G=JD(amb(F.j,0),12)}}if(!A||!F){throw Icb(new qbd('The source or the target of edge '+b+' could not be found. '+'This usually happens when an edge connects a node laid out by ELK Layered to a node in '+'another level of hierarchy laid out by either another instance of ELK Layered or another '+'layout algorithm alltogether. The former can be solved by setting the hierarchyHandling '+'option to INCLUDE_CHILDREN.'))}p=new BWb;jNb(p,b);oNb(p,(Krc(),hrc),b);oNb(p,($xc(),nwc),null);n=JD(lNb(d,Rqc),22);A==F&&n.Ec((Lpc(),Kpc));if(!B){v=(bAc(),_zc);C=null;if(!!g&&zld(JD(lNb(A,bxc),102))){C=new Yfd(g.j,g.k);Spd(C,rwd(b));Tpd(C,c);if(PEd(j,h)){v=$zc;Gfd(C,A.n)}}B=HXb(A,C,v,d)}if(!G){v=(bAc(),$zc);H=null;if(!!g&&zld(JD(lNb(F,bxc),102))){H=new Yfd(g.b,g.c);Spd(H,rwd(b));Tpd(H,c)}G=HXb(F,H,v,xYb(F))}xWb(p,B);yWb(p,G);(B.e.c.length>1||B.g.c.length>1||G.e.c.length>1||G.g.c.length>1)&&n.Ec((Lpc(),Fpc));for(m=new fKd((!b.n&&(b.n=new A3d(P3,b,1,7)),b.n));m.e!=m.i.gc();){l=JD(dKd(m),157);if(!Odb(LD(Pud(l,Rwc)))&&!!l.a){q=P$b(l);Ylb(p.b,q);switch(JD(lNb(q,Uvc),279).g){case 1:case 2:n.Ec((Lpc(),Dpc));break;case 0:n.Ec((Lpc(),Bpc));oNb(q,Uvc,(Kjd(),Hjd));}}}f=JD(lNb(d,Mvc),301);r=JD(lNb(d,Mwc),328);e=f==(Lnc(),Hnc)||r==(jzc(),fzc);if(!!g&&(!g.a&&(g.a=new VXd(K3,g,5)),g.a).i!=0&&e){s=Fpd(g);o=new jgd;for(u=Wtb(s,0);u.b!=u.d.c;){t=JD(iub(u),8);Qtb(o,new Zfd(t))}oNb(p,irc,o)}return p} +function _Yc(a,b,c,d){var e,f,g,h,i,j,k,l,m,n,o,p,q,r,s,t,u,v,w,A,B,C,D,F,G,H,I;C=0;D=0;A=new Yrb;v=JD(Pub(ZBb(WBb(new gCb(null,new Wvb(a.b,16)),new RZc),new tZc)),15).a+1;B=SC(cE,Pue,30,v,15,1);q=SC(cE,Pue,30,v,15,1);for(p=0;p1){for(h=G+1;hj.b.e.b*(1-r)+j.c.e.b*r){break}}if(w.gc()>0){H=j.a.b==0?Ifd(j.b.e):JD(Vtb(j.a),8);t=Gfd(Ifd(JD(w.Xb(w.gc()-1),40).e),JD(w.Xb(w.gc()-1),40).f);m=Gfd(Ifd(JD(w.Xb(0),40).e),JD(w.Xb(0),40).f);if(o>=w.gc()-1&&H.b>t.b&&j.c.e.b>t.b){continue}if(o<=0&&H.bj.b.e.a*(1-r)+j.c.e.a*r){break}}if(w.gc()>0){H=j.a.b==0?Ifd(j.b.e):JD(Vtb(j.a),8);t=Gfd(Ifd(JD(w.Xb(w.gc()-1),40).e),JD(w.Xb(w.gc()-1),40).f);m=Gfd(Ifd(JD(w.Xb(0),40).e),JD(w.Xb(0),40).f);if(o>=w.gc()-1&&H.a>t.a&&j.c.e.a>t.a){continue}if(o<=0&&H.a=Reb(MD(lNb(a,(MWc(),uWc))))&&++D}else{n.f&&n.d.e.a<=Reb(MD(lNb(a,(MWc(),tWc))))&&++C;n.g&&n.c.e.a+n.c.f.a>=Reb(MD(lNb(a,(MWc(),sWc))))&&++D}}}else if(u==0){bZc(j)}else if(u<0){++B[G];++q[I];F=YYc(j,b,a,new ard(zfb(C),zfb(D)),c,d,new ard(zfb(q[I]),zfb(B[G])));C=JD(F.a,15).a;D=JD(F.b,15).a}}} +function W8d(a){if(a.gb)return;a.gb=true;a.b=qyd(a,0);pyd(a.b,18);vyd(a.b,19);a.a=qyd(a,1);pyd(a.a,1);vyd(a.a,2);vyd(a.a,3);vyd(a.a,4);vyd(a.a,5);a.o=qyd(a,2);pyd(a.o,8);pyd(a.o,9);vyd(a.o,10);vyd(a.o,11);vyd(a.o,12);vyd(a.o,13);vyd(a.o,14);vyd(a.o,15);vyd(a.o,16);vyd(a.o,17);vyd(a.o,18);vyd(a.o,19);vyd(a.o,20);vyd(a.o,21);vyd(a.o,22);vyd(a.o,23);uyd(a.o);uyd(a.o);uyd(a.o);uyd(a.o);uyd(a.o);uyd(a.o);uyd(a.o);uyd(a.o);uyd(a.o);uyd(a.o);a.p=qyd(a,3);pyd(a.p,2);pyd(a.p,3);pyd(a.p,4);pyd(a.p,5);vyd(a.p,6);vyd(a.p,7);uyd(a.p);uyd(a.p);a.q=qyd(a,4);pyd(a.q,8);a.v=qyd(a,5);vyd(a.v,9);uyd(a.v);uyd(a.v);uyd(a.v);a.w=qyd(a,6);pyd(a.w,2);pyd(a.w,3);pyd(a.w,4);vyd(a.w,5);a.B=qyd(a,7);vyd(a.B,1);uyd(a.B);uyd(a.B);uyd(a.B);a.Q=qyd(a,8);vyd(a.Q,0);uyd(a.Q);a.R=qyd(a,9);pyd(a.R,1);a.S=qyd(a,10);uyd(a.S);uyd(a.S);uyd(a.S);uyd(a.S);uyd(a.S);uyd(a.S);uyd(a.S);uyd(a.S);uyd(a.S);uyd(a.S);uyd(a.S);uyd(a.S);uyd(a.S);uyd(a.S);uyd(a.S);a.T=qyd(a,11);vyd(a.T,10);vyd(a.T,11);vyd(a.T,12);vyd(a.T,13);vyd(a.T,14);uyd(a.T);uyd(a.T);a.U=qyd(a,12);pyd(a.U,2);pyd(a.U,3);vyd(a.U,4);vyd(a.U,5);vyd(a.U,6);vyd(a.U,7);uyd(a.U);a.V=qyd(a,13);vyd(a.V,10);a.W=qyd(a,14);pyd(a.W,18);pyd(a.W,19);pyd(a.W,20);vyd(a.W,21);vyd(a.W,22);vyd(a.W,23);a.bb=qyd(a,15);pyd(a.bb,10);pyd(a.bb,11);pyd(a.bb,12);pyd(a.bb,13);pyd(a.bb,14);pyd(a.bb,15);pyd(a.bb,16);vyd(a.bb,17);uyd(a.bb);uyd(a.bb);a.eb=qyd(a,16);pyd(a.eb,2);pyd(a.eb,3);pyd(a.eb,4);pyd(a.eb,5);pyd(a.eb,6);pyd(a.eb,7);vyd(a.eb,8);vyd(a.eb,9);a.ab=qyd(a,17);pyd(a.ab,0);pyd(a.ab,1);a.H=qyd(a,18);vyd(a.H,0);vyd(a.H,1);vyd(a.H,2);vyd(a.H,3);vyd(a.H,4);vyd(a.H,5);uyd(a.H);a.db=qyd(a,19);vyd(a.db,2);a.c=ryd(a,20);a.d=ryd(a,21);a.e=ryd(a,22);a.f=ryd(a,23);a.i=ryd(a,24);a.g=ryd(a,25);a.j=ryd(a,26);a.k=ryd(a,27);a.n=ryd(a,28);a.r=ryd(a,29);a.s=ryd(a,30);a.t=ryd(a,31);a.u=ryd(a,32);a.fb=ryd(a,33);a.A=ryd(a,34);a.C=ryd(a,35);a.D=ryd(a,36);a.F=ryd(a,37);a.G=ryd(a,38);a.I=ryd(a,39);a.J=ryd(a,40);a.L=ryd(a,41);a.M=ryd(a,42);a.N=ryd(a,43);a.O=ryd(a,44);a.P=ryd(a,45);a.X=ryd(a,46);a.Y=ryd(a,47);a.Z=ryd(a,48);a.$=ryd(a,49);a._=ryd(a,50);a.cb=ryd(a,51);a.K=ryd(a,52)} +function ZYc(a,b,c,d){var e,f,g,h,i,j,k,l,m,n,o;for(l=Wtb(a.b,0);l.b!=l.d.c;){k=JD(iub(l),40);if(sgb(k.c,vCe)){continue}f=JD(PBb(new gCb(null,new Wvb(DSc(k,a),16)),yAb(new QAb,new OAb,new WAb,WC(OC(HL,1),kue,130,0,[(CAb(),AAb)]))),16);b==(ojd(),kjd)||b==ljd?f.gd(new f$c):f.gd(new l$c);o=f.gc();for(e=0;e0){h=JD(Vtb(JD(f.Xb(e),65).a),8).a;m=k.e.a+k.f.a/2;i=JD(Vtb(JD(f.Xb(e),65).a),8).b;n=k.e.b+k.f.b/2;d>0&&$wnd.Math.abs(i-n)/($wnd.Math.abs(h-m)/40)>50&&(n>i?Stb(JD(f.Xb(e),65).a,new Yfd(k.e.a+k.f.a+d/5.3,k.e.b+k.f.b*g-d/2)):Stb(JD(f.Xb(e),65).a,new Yfd(k.e.a+k.f.a+d/5.3,k.e.b+k.f.b*g+d/2)))}Stb(JD(f.Xb(e),65).a,new Yfd(k.e.a+k.f.a,k.e.b+k.f.b*g))}else if(b==ljd){j=Reb(MD(lNb(k,(MWc(),BWc))));if(k.e.a-d>j){Stb(JD(f.Xb(e),65).a,new Yfd(j-c,k.e.b+k.f.b*g))}else if(JD(f.Xb(e),65).a.b>0){h=JD(Vtb(JD(f.Xb(e),65).a),8).a;m=k.e.a+k.f.a/2;i=JD(Vtb(JD(f.Xb(e),65).a),8).b;n=k.e.b+k.f.b/2;d>0&&$wnd.Math.abs(i-n)/($wnd.Math.abs(h-m)/40)>50&&(n>i?Stb(JD(f.Xb(e),65).a,new Yfd(k.e.a-d/5.3,k.e.b+k.f.b*g-d/2)):Stb(JD(f.Xb(e),65).a,new Yfd(k.e.a-d/5.3,k.e.b+k.f.b*g+d/2)))}Stb(JD(f.Xb(e),65).a,new Yfd(k.e.a,k.e.b+k.f.b*g))}else if(b==njd){j=Reb(MD(lNb(k,(MWc(),AWc))));if(k.e.b+k.f.b+d0){h=JD(Vtb(JD(f.Xb(e),65).a),8).a;m=k.e.a+k.f.a/2;i=JD(Vtb(JD(f.Xb(e),65).a),8).b;n=k.e.b+k.f.b/2;d>0&&$wnd.Math.abs(h-m)/($wnd.Math.abs(i-n)/40)>50&&(m>h?Stb(JD(f.Xb(e),65).a,new Yfd(k.e.a+k.f.a*g-d/2,k.e.b+d/5.3+k.f.b)):Stb(JD(f.Xb(e),65).a,new Yfd(k.e.a+k.f.a*g+d/2,k.e.b+d/5.3+k.f.b)))}Stb(JD(f.Xb(e),65).a,new Yfd(k.e.a+k.f.a*g,k.e.b+k.f.b))}else{j=Reb(MD(lNb(k,(MWc(),BWc))));if(ISc(JD(f.Xb(e),65),a)){Stb(JD(f.Xb(e),65).a,new Yfd(k.e.a+k.f.a*g,JD(Vtb(JD(f.Xb(e),65).a),8).b))}else if(k.e.b-d>j){Stb(JD(f.Xb(e),65).a,new Yfd(k.e.a+k.f.a*g,j-c))}else if(JD(f.Xb(e),65).a.b>0){h=JD(Vtb(JD(f.Xb(e),65).a),8).a;m=k.e.a+k.f.a/2;i=JD(Vtb(JD(f.Xb(e),65).a),8).b;n=k.e.b+k.f.b/2;d>0&&$wnd.Math.abs(h-m)/($wnd.Math.abs(i-n)/40)>50&&(m>h?Stb(JD(f.Xb(e),65).a,new Yfd(k.e.a+k.f.a*g-d/2,k.e.b-d/5.3)):Stb(JD(f.Xb(e),65).a,new Yfd(k.e.a+k.f.a*g+d/2,k.e.b-d/5.3)))}Stb(JD(f.Xb(e),65).a,new Yfd(k.e.a+k.f.a*g,k.e.b))}}}} +function Blc(a,b,c){var d,e,f,g,h,i,j,k,l,m,n,o,p,q,r,s,t,u,v,w;g=b;m=c;if(_ib(a.a,g)){if(csb(JD(bjb(a.a,g),47),m)){return 1}}else{ejb(a.a,g,new esb)}if(_ib(a.a,m)){if(csb(JD(bjb(a.a,m),47),g)){return -1}}else{ejb(a.a,m,new esb)}if(_ib(a.e,g)){if(csb(JD(bjb(a.e,g),47),m)){return -1}}else{ejb(a.e,g,new esb)}if(_ib(a.e,m)){if(csb(JD(bjb(a.a,m),47),g)){return 1}}else{ejb(a.e,m,new esb)}if(g.j!=m.j){v=Ilc(g.j,m.j);v>0?Clc(a,g,m,1):Clc(a,m,g,1);return v}w=1;if(g.e.c.length!=0&&m.e.c.length!=0){(g.j==(mmd(),lmd)&&m.j==lmd||g.j==Uld&&m.j==Uld||g.j==jmd&&m.j==jmd)&&(w=-w);k=JD(amb(g.e,0),17).c;q=JD(amb(m.e,0),17).c;i=k.i;o=q.i;if(i==o){for(t=new Hmb(i.j);t.a0){Clc(a,g,m,w);return w}else{Clc(a,m,g,w);return -w}}}d=zlc(JD(PBb(gnb(a.d),yAb(new QAb,new OAb,new WAb,WC(OC(HL,1),kue,130,0,[(CAb(),AAb)]))),20),i,o);if(d!=0){if(d>0){Clc(a,g,m,w);return w}else{Clc(a,m,g,w);return -w}}if(a.c){v=ylc(a,g,m);if(v!=0){if(v>0){Clc(a,g,m,w);return w}else{Clc(a,m,g,w);return -w}}}}if(g.g.c.length!=0&&m.g.c.length!=0){(g.j==(mmd(),lmd)&&m.j==lmd||g.j==jmd&&m.j==jmd)&&(w=-w);l=JD(lNb(g,(Krc(),drc)),9);r=JD(lNb(m,drc),9);if(a.f==(Mzc(),Lzc)&&!!l&&!!r&&mNb(l,grc)&&mNb(r,grc)){h=glc(l,r,a.b,JD(lNb(a.b,frc),15).a);n=glc(r,l,a.b,JD(lNb(a.b,frc),15).a);if(h>n){Clc(a,g,m,w);return w}else{Clc(a,m,g,w);return -w}}if(a.c){v=ylc(a,g,m);if(v!=0){if(v>0){Clc(a,g,m,w);return w}else{Clc(a,m,g,w);return -w}}}j=0;p=0;mNb(JD(amb(g.g,0),17),grc)&&(j=glc(JD(amb(g.g,0),246),JD(amb(m.g,0),246),a.b,g.g.c.length+g.e.c.length));mNb(JD(amb(m.g,0),17),grc)&&(p=glc(JD(amb(m.g,0),246),JD(amb(g.g,0),246),a.b,m.g.c.length+m.e.c.length));if(!!l&&l==r){if(j>p){Clc(a,g,m,w);return w}else{Clc(a,m,g,w);return -w}}if(a.g){a.g._b(l)&&(j=JD(a.g.xc(l),15).a);a.g._b(r)&&(p=JD(a.g.xc(r),15).a)}if(j>p){Clc(a,g,m,w);return w}else{Clc(a,m,g,w);return -w}}if(g.e.c.length!=0&&m.g.c.length!=0){Clc(a,g,m,w);return 1}else if(g.g.c.length!=0&&m.e.c.length!=0){Clc(a,m,g,w);return -1}else if(mNb(g,(Krc(),grc))&&mNb(m,grc)){f=g.i.j.c.length;h=glc(g,m,a.b,f);n=glc(m,g,a.b,f);(g.j==(mmd(),lmd)&&m.j==lmd||g.j==jmd&&m.j==jmd)&&(w=-w);if(h>n){Clc(a,g,m,w);return w}else{Clc(a,m,g,w);return -w}}else{Clc(a,m,g,w);return -w}} +function Krc(){Krc=ndb;var a,b;hrc=new nEd(Kxe);Eqc=new nEd('coordinateOrigin');rrc=new nEd('processors');Dqc=new oEd('compoundNode',(Ndb(),false));Uqc=new oEd('insideConnections',false);irc=new nEd('originalBendpoints');jrc=new nEd('originalDummyNodePosition');krc=new nEd('originalLabelEdge');urc=new nEd('representedLabels');Jqc=new nEd('endLabels');Kqc=new nEd('endLabel.origin');$qc=new oEd('labelSide',(Lkd(),Kkd));erc=new oEd('maxEdgeThickness',0);vrc=new oEd('reversed',false);trc=new nEd(Lxe);brc=new oEd('longEdgeSource',null);crc=new oEd('longEdgeTarget',null);arc=new oEd('longEdgeHasLabelDummies',false);_qc=new oEd('longEdgeBeforeLabelDummy',false);Iqc=new oEd('edgeConstraint',(Eoc(),Coc));Wqc=new nEd('inLayerLayoutUnit');Vqc=new oEd('inLayerConstraint',(kqc(),iqc));Xqc=new oEd('inLayerSuccessorConstraint',new imb);Yqc=new oEd('inLayerSuccessorConstraintBetweenNonDummies',false);prc=new nEd('portDummy');Fqc=new oEd('crossingHint',zfb(0));Rqc=new oEd('graphProperties',(b=JD(teb($V),10),new Krb(b,JD(kDb(b,b.length),10),0)));Oqc=new oEd('externalPortSide',(mmd(),kmd));Pqc=new oEd('externalPortSize',new Wfd);Mqc=new nEd('externalPortReplacedDummies');Nqc=new nEd('externalPortReplacedDummy');Lqc=new oEd('externalPortConnections',(a=JD(teb(J2),10),new Krb(a,JD(kDb(a,a.length),10),0)));qrc=new oEd(Pwe,0);yqc=new nEd('barycenterAssociates');Irc=new nEd('TopSideComments');zqc=new nEd('BottomSideComments');Cqc=new nEd('CommentConnectionPort');Tqc=new oEd('inputCollect',false);nrc=new oEd('outputCollect',false);Hqc=new oEd('cyclic',false);Gqc=new nEd('crossHierarchyMap');Erc=new nEd('targetOffset');new oEd('splineLabelSize',new Wfd);yrc=new nEd('spacings');orc=new oEd('partitionConstraint',false);Aqc=new nEd('breakingPoint.info');Crc=new nEd('splines.survivingEdge');Brc=new nEd('splines.route.start');zrc=new nEd('splines.edgeChain');mrc=new nEd('originalPortConstraints');xrc=new nEd('selfLoopHolder');Arc=new nEd('splines.nsPortY');grc=new nEd('modelOrder');frc=new nEd('modelOrder.maximum');Bqc=new nEd('modelOrderGroups.cb.number');drc=new nEd('longEdgeTargetNode');Qqc=new oEd(Zye,false);wrc=new oEd(Zye,false);Sqc=new nEd('layerConstraints.hiddenNodes');lrc=new nEd('layerConstraints.opposidePort');Drc=new nEd('targetNode.modelOrder');Grc=new oEd('tarjan.lowlink',zfb(lte));Frc=new oEd('tarjan.id',zfb(-1));Hrc=new oEd('tarjan.onstack',false);Zqc=new oEd('partOfCycle',false);Jrc=new nEd('medianHeuristic.weight')} +function gjd(){gjd=ndb;var a,b;fhd=new nEd(CEe);Cid=new nEd(DEe);hhd=(wgd(),qgd);ghd=new pEd(tBe,hhd);new iqd;ihd=new pEd(sxe,null);jhd=new nEd(EEe);qhd=(_gd(),Drb($gd,WC(OC(t2,1),kue,299,0,[Wgd])));phd=new pEd(FBe,qhd);rhd=new pEd(sBe,(Ndb(),false));thd=(ojd(),mjd);shd=new pEd(wBe,thd);yhd=(Ujd(),Tjd);xhd=new pEd(PAe,yhd);Bhd=new pEd(AEe,false);Dhd=(Bkd(),zkd);Chd=new pEd(KAe,Dhd);did=new bZb(12);cid=new pEd(vxe,did);Hhd=new pEd(wxe,false);Ihd=new pEd(SBe,false);bid=new pEd(zxe,false);rid=(xld(),wld);qid=new pEd(xxe,rid);zid=new nEd(PBe);Aid=new nEd(pxe);Bid=new nEd(txe);Eid=new nEd(uxe);Ohd=new jgd;Nhd=new pEd(GBe,Ohd);ohd=new pEd(KBe,false);Ehd=new pEd(LBe,false);new nEd(FEe);new pEd(GEe,0);Qhd=new oYb;Phd=new pEd(QBe,Qhd);aid=new pEd(qBe,false);new iqd;Did=new pEd(HEe,1);nhd=new nEd(IEe);mhd=new nEd(JEe);Xid=new pEd(Fxe,false);new pEd(KEe,true);zfb(0);new pEd(LEe,zfb(100));new pEd(MEe,false);zfb(0);new pEd(NEe,zfb(4000));zfb(0);new pEd(OEe,zfb(400));new pEd(PEe,false);new pEd(QEe,false);new pEd(REe,true);new pEd(SEe,false);lhd=(Tod(),Sod);khd=new pEd(BEe,lhd);Mhd=(Lmd(),Imd);Lhd=new pEd(TEe,Mhd);Khd=(Bjd(),yjd);Jhd=new pEd(UEe,Khd);Fid=new pEd(dBe,10);Gid=new pEd(eBe,10);Hid=new pEd(fBe,20);Iid=new pEd(gBe,10);Jid=new pEd(rxe,2);Kid=new pEd(hBe,10);Mid=new pEd(iBe,0);Nid=new pEd(lBe,5);Oid=new pEd(jBe,1);Pid=new pEd(kBe,1);Qid=new pEd(qxe,20);Rid=new pEd(mBe,10);Uid=new pEd(nBe,10);Lid=new nEd(oBe);Tid=new pYb;Sid=new pEd(RBe,Tid);gid=new nEd(OBe);fid=false;eid=new pEd(NBe,fid);Shd=new bZb(5);Rhd=new pEd(xBe,Shd);Uhd=(_kd(),b=JD(teb(F2),10),new Krb(b,JD(kDb(b,b.length),10),0));Thd=new pEd(Dxe,Uhd);jid=(lld(),ild);iid=new pEd(ABe,jid);lid=new nEd(BBe);mid=new nEd(CBe);nid=new nEd(DBe);kid=new nEd(EBe);Whd=(a=JD(teb(N2),10),new Krb(a,JD(kDb(a,a.length),10),0));Vhd=new pEd(Cxe,Whd);_hd=Crb((ind(),bnd));$hd=new pEd(Bxe,_hd);Zhd=new Yfd(0,0);Yhd=new pEd(Vxe,Zhd);Xhd=new pEd(Axe,false);whd=(Kjd(),Hjd);vhd=new pEd(IBe,whd);uhd=new pEd(yxe,false);new nEd(VEe);zfb(1);new pEd(WEe,null);oid=new nEd(MBe);sid=new nEd(JBe);yid=(mmd(),kmd);xid=new pEd(rBe,yid);pid=new nEd(pBe);vid=(Lld(),Crb(Jld));uid=new pEd(Exe,vid);tid=new pEd(yBe,false);wid=new pEd(zBe,true);zfb(1);djd=new pEd(XEe,zfb(3));zfb(1);fjd=new pEd(YEe,zfb(4));new iqd;_id=new pEd(Gxe,1);bjd=new pEd(ZEe,null);Wid=new pEd(Hxe,150);Vid=new pEd(Ixe,1.414);Yid=new pEd(Jxe,null);Zid=new pEd($Ee,1);Fhd=new pEd(uBe,false);Ghd=new pEd(vBe,false);zhd=new pEd(HBe,1);Ahd=(ekd(),ckd);new pEd(_Ee,Ahd);hid=true;ejd=(Bnd(),ynd);ajd=(rnd(),ond);cjd=ond;$id=ond} +function Q5b(){Q5b=ndb;W4b=new R5b('DIRECTION_PREPROCESSOR',0);T4b=new R5b('COMMENT_PREPROCESSOR',1);X4b=new R5b('EDGE_AND_LAYER_CONSTRAINT_EDGE_REVERSER',2);l5b=new R5b('INTERACTIVE_EXTERNAL_PORT_POSITIONER',3);E5b=new R5b('PARTITION_PREPROCESSOR',4);p5b=new R5b('LABEL_DUMMY_INSERTER',5);K5b=new R5b('SELF_LOOP_PREPROCESSOR',6);u5b=new R5b('LAYER_CONSTRAINT_PREPROCESSOR',7);C5b=new R5b('PARTITION_MIDPROCESSOR',8);g5b=new R5b('HIGH_DEGREE_NODE_LAYER_PROCESSOR',9);y5b=new R5b('NODE_PROMOTION',10);t5b=new R5b('LAYER_CONSTRAINT_POSTPROCESSOR',11);D5b=new R5b('PARTITION_POSTPROCESSOR',12);c5b=new R5b('HIERARCHICAL_PORT_CONSTRAINT_PROCESSOR',13);M5b=new R5b('SEMI_INTERACTIVE_CROSSMIN_PROCESSOR',14);N4b=new R5b('BREAKING_POINT_INSERTER',15);x5b=new R5b('LONG_EDGE_SPLITTER',16);G5b=new R5b('PORT_SIDE_PROCESSOR',17);m5b=new R5b('INVERTED_PORT_PROCESSOR',18);F5b=new R5b('PORT_LIST_SORTER',19);O5b=new R5b('SORT_BY_INPUT_ORDER_OF_MODEL',20);A5b=new R5b('NORTH_SOUTH_PORT_PREPROCESSOR',21);O4b=new R5b('BREAKING_POINT_PROCESSOR',22);B5b=new R5b(Cye,23);P5b=new R5b(Dye,24);I5b=new R5b('SELF_LOOP_PORT_RESTORER',25);M4b=new R5b('ALTERNATING_LAYER_UNZIPPER',26);N5b=new R5b('SINGLE_EDGE_GRAPH_WRAPPER',27);n5b=new R5b('IN_LAYER_CONSTRAINT_PROCESSOR',28);_4b=new R5b('END_NODE_PORT_LABEL_MANAGEMENT_PROCESSOR',29);o5b=new R5b('LABEL_AND_NODE_SIZE_PROCESSOR',30);k5b=new R5b('INNERMOST_NODE_MARGIN_CALCULATOR',31);L5b=new R5b('SELF_LOOP_ROUTER',32);R4b=new R5b('COMMENT_NODE_MARGIN_CALCULATOR',33);Z4b=new R5b('END_LABEL_PREPROCESSOR',34);r5b=new R5b('LABEL_DUMMY_SWITCHER',35);Q4b=new R5b('CENTER_LABEL_MANAGEMENT_PROCESSOR',36);s5b=new R5b('LABEL_SIDE_SELECTOR',37);i5b=new R5b('HYPEREDGE_DUMMY_MERGER',38);d5b=new R5b('HIERARCHICAL_PORT_DUMMY_SIZE_PROCESSOR',39);v5b=new R5b('LAYER_SIZE_AND_GRAPH_HEIGHT_CALCULATOR',40);f5b=new R5b('HIERARCHICAL_PORT_POSITION_PROCESSOR',41);U4b=new R5b('CONSTRAINTS_POSTPROCESSOR',42);S4b=new R5b('COMMENT_POSTPROCESSOR',43);j5b=new R5b('HYPERNODE_PROCESSOR',44);e5b=new R5b('HIERARCHICAL_PORT_ORTHOGONAL_EDGE_ROUTER',45);w5b=new R5b('LONG_EDGE_JOINER',46);J5b=new R5b('SELF_LOOP_POSTPROCESSOR',47);P4b=new R5b('BREAKING_POINT_REMOVER',48);z5b=new R5b('NORTH_SOUTH_PORT_POSTPROCESSOR',49);h5b=new R5b('HORIZONTAL_COMPACTOR',50);q5b=new R5b('LABEL_DUMMY_REMOVER',51);a5b=new R5b('FINAL_SPLINE_BENDPOINTS_CALCULATOR',52);$4b=new R5b('END_LABEL_SORTER',53);H5b=new R5b('REVERSED_EDGE_RESTORER',54);Y4b=new R5b('END_LABEL_POSTPROCESSOR',55);b5b=new R5b('HIERARCHICAL_NODE_RESIZER',56);V4b=new R5b('DIRECTION_POSTPROCESSOR',57)} +function EJc(a,b,c){var d,e,f,g,h,i,j,k,l,m,n,o,p,q,r,s,t,u,v,w,A,B,C,D,F,G,H,I,J,K,L,M,N,O,P,Q,R,S,T,U,V,W,X,Y,Z,$,ab,bb,cb,db,eb,fb,gb,hb,ib,jb,kb,lb;cb=0;for(H=b,K=0,N=H.length;K0&&(a.a[U.p]=cb++)}}hb=0;for(I=c,L=0,O=I.length;L0){U=(IDb(Y.b>0),JD(Y.a.Xb(Y.c=--Y.b),12));X=0;for(h=new Hmb(U.e);h.a0){if(U.j==(mmd(),Uld)){a.a[U.p]=hb;++hb}else{a.a[U.p]=hb+P+R;++R}}}hb+=R}W=new Yrb;o=new Mtb;for(G=b,J=0,M=G.length;Jj.b&&(j.b=Z)}else if(U.i.c==bb){Zj.c&&(j.c=Z)}}}bnb(p,0,p.length,null);gb=SC(cE,Pue,30,p.length,15,1);d=SC(cE,Pue,30,hb+1,15,1);for(r=0;r0){A%2>0&&(e+=kb[A+1]);A=(A-1)/2|0;++kb[A]}}C=SC(OX,rte,370,p.length*2,0,1);for(u=0;u0&&(yqd(J.f),false)){if(JD(Pud(r,Yid),281)==ond){throw Icb(new pbd('Topdown Layout Providers should only be used on parallel nodes.'))}ZD(yqd(J.f));null.Sm();Ivd(r,$wnd.Math.max(r.g,null.Tm),$wnd.Math.max(r.f,null.Tm))}else if(Pud(r,bjd)!=null&&(!r.a&&(r.a=new A3d(Q3,r,10,11)),!!r.a)&&(!r.a&&(r.a=new A3d(Q3,r,10,11)),r.a).i>0){h=JD(Pud(r,bjd),521);X=h.Sg(r);Ivd(r,$wnd.Math.max(r.g,X.a+P.b+P.c),$wnd.Math.max(r.f,X.b+P.d+P.a))}else{if((!r.a&&(r.a=new A3d(Q3,r,10,11)),r.a).i!=0){X=new Yfd(Reb(MD(Pud(r,Wid))),Reb(MD(Pud(r,Wid)))/Reb(MD(Pud(r,Vid))));Ivd(r,$wnd.Math.max(r.g,X.a+P.b+P.c),$wnd.Math.max(r.f,X.b+P.d+P.a))}}}}O=JD(Pud(b,cid),104);n=b.g-(O.b+O.c);m=b.f-(O.d+O.a);$.ah('Available Child Area: ('+n+'|'+m+')');Rud(b,ihd,n/m);ibd(b,e,d.dh(M));if(JD(Pud(b,Yid),281)==qnd){Cpd(b);Ivd(b,O.b+Reb(MD(Pud(b,nhd)))+O.c,O.d+Reb(MD(Pud(b,mhd)))+O.a)}$.ah('Executed layout algorithm: '+OD(Pud(b,fhd))+' on node '+b.k);if(JD(Pud(b,Yid),281)==ond){if(n<0||m<0){throw Icb(new pbd('The size defined by the parent parallel node is too small for the space provided by the paddings of the child hierarchical node. '+b.k))}Qud(b,nhd)||Qud(b,mhd)||Cpd(b);p=Reb(MD(Pud(b,nhd)));o=Reb(MD(Pud(b,mhd)));$.ah('Desired Child Area: ('+p+'|'+o+')');R=n/p;S=m/o;Q=$wnd.Math.min(R,$wnd.Math.min(S,Reb(MD(Pud(b,Zid)))));Rud(b,_id,Q);$.ah(b.k+' -- Local Scale Factor (X|Y): ('+R+'|'+S+')');u=JD(Pud(b,phd),22);f=0;g=0;Q'?":sgb(RGe,a)?"'(?<' or '(? toIndex: ',bwe=', toIndex: ',cwe='Index: ',dwe=', Size: ',ewe='org.eclipse.elk.alg.common',fwe={51:1},gwe='org.eclipse.elk.alg.common.compaction',hwe='Scanline/EventHandler',iwe='org.eclipse.elk.alg.common.compaction.oned',jwe='CNode belongs to another CGroup.',kwe='ISpacingsHandler/1',lwe='The ',mwe=' instance has been finished already.',nwe='The direction ',owe=' is not supported by the CGraph instance.',pwe='OneDimensionalCompactor',qwe='OneDimensionalCompactor/lambda$0$Type',rwe='Quadruplet',swe='ScanlineConstraintCalculator',twe='ScanlineConstraintCalculator/ConstraintsScanlineHandler',uwe='ScanlineConstraintCalculator/ConstraintsScanlineHandler/lambda$0$Type',vwe='ScanlineConstraintCalculator/Timestamp',wwe='ScanlineConstraintCalculator/lambda$0$Type',xwe={178:1,48:1},ywe='org.eclipse.elk.alg.common.networksimplex',zwe={171:1,3:1,4:1},Awe='org.eclipse.elk.alg.common.nodespacing',Bwe='org.eclipse.elk.alg.common.nodespacing.cellsystem',Cwe='CENTER',Dwe={216:1,337:1},Ewe={3:1,4:1,5:1,592:1},Fwe='LEFT',Gwe='RIGHT',Hwe='Vertical alignment cannot be null',Iwe='BOTTOM',Jwe='org.eclipse.elk.alg.common.nodespacing.internal',Kwe='UNDEFINED',Lwe=0.01,Mwe='org.eclipse.elk.alg.common.nodespacing.internal.algorithm',Nwe='LabelPlacer/lambda$0$Type',Owe='LabelPlacer/lambda$1$Type',Pwe='portRatioOrPosition',Qwe='org.eclipse.elk.alg.common.overlaps',Rwe='DOWN',Swe='org.eclipse.elk.alg.common.spore',Twe={3:1,4:1,5:1,198:1},Uwe={3:1,6:1,4:1,5:1,90:1,110:1},Vwe='org.eclipse.elk.alg.force',Wwe='ComponentsProcessor',Xwe='ComponentsProcessor/1',Ywe='ElkGraphImporter/lambda$0$Type',Zwe={214:1},$we='org.eclipse.elk.core',_we='org.eclipse.elk.graph.properties',axe='IPropertyHolder',bxe='org.eclipse.elk.alg.force.graph',cxe='Component Layout',dxe='org.eclipse.elk.alg.force.model',exe='org.eclipse.elk.core.data',fxe='org.eclipse.elk.force.model',gxe='org.eclipse.elk.force.iterations',hxe='org.eclipse.elk.force.repulsivePower',ixe='org.eclipse.elk.force.temperature',jxe=0.001,kxe='org.eclipse.elk.force.repulsion',lxe={148:1},mxe='org.eclipse.elk.alg.force.options',nxe=1.600000023841858,oxe='org.eclipse.elk.force',pxe='org.eclipse.elk.priority',qxe='org.eclipse.elk.spacing.nodeNode',rxe='org.eclipse.elk.spacing.edgeLabel',sxe='org.eclipse.elk.aspectRatio',txe='org.eclipse.elk.randomSeed',uxe='org.eclipse.elk.separateConnectedComponents',vxe='org.eclipse.elk.padding',wxe='org.eclipse.elk.interactive',xxe='org.eclipse.elk.portConstraints',yxe='org.eclipse.elk.edgeLabels.inline',zxe='org.eclipse.elk.omitNodeMicroLayout',Axe='org.eclipse.elk.nodeSize.fixedGraphSize',Bxe='org.eclipse.elk.nodeSize.options',Cxe='org.eclipse.elk.nodeSize.constraints',Dxe='org.eclipse.elk.nodeLabels.placement',Exe='org.eclipse.elk.portLabels.placement',Fxe='org.eclipse.elk.topdownLayout',Gxe='org.eclipse.elk.topdown.scaleFactor',Hxe='org.eclipse.elk.topdown.hierarchicalNodeWidth',Ixe='org.eclipse.elk.topdown.hierarchicalNodeAspectRatio',Jxe='org.eclipse.elk.topdown.nodeType',Kxe='origin',Lxe='random',Mxe='boundingBox.upLeft',Nxe='boundingBox.lowRight',Oxe='org.eclipse.elk.stress.fixed',Pxe='org.eclipse.elk.stress.desiredEdgeLength',Qxe='org.eclipse.elk.stress.dimension',Rxe='org.eclipse.elk.stress.epsilon',Sxe='org.eclipse.elk.stress.iterationLimit',Txe='org.eclipse.elk.stress',Uxe='ELK Stress',Vxe='org.eclipse.elk.nodeSize.minimum',Wxe='org.eclipse.elk.alg.force.stress',Xxe='Layered layout',Yxe='org.eclipse.elk.alg.layered',Zxe='org.eclipse.elk.alg.layered.compaction.components',$xe='org.eclipse.elk.alg.layered.compaction.oned',_xe='org.eclipse.elk.alg.layered.compaction.oned.algs',aye='org.eclipse.elk.alg.layered.compaction.recthull',bye='org.eclipse.elk.alg.layered.components',cye='NONE',dye='MODEL_ORDER',eye={3:1,6:1,4:1,10:1,5:1,126:1},fye={3:1,6:1,4:1,5:1,135:1,90:1,110:1},gye='org.eclipse.elk.alg.layered.compound',hye={43:1},iye='org.eclipse.elk.alg.layered.graph',jye=' -> ',kye='Not supported by LGraph',lye='Port side is undefined',mye={3:1,6:1,4:1,5:1,323:1,135:1,90:1,110:1},nye={3:1,6:1,4:1,5:1,135:1,199:1,209:1,90:1,110:1},oye={3:1,6:1,4:1,5:1,135:1,2004:1,209:1,90:1,110:1},pye='([{"\' \t\r\n',qye=')]}"\' \t\r\n',rye='The given string contains parts that cannot be parsed as numbers.',sye='org.eclipse.elk.core.math',tye={3:1,4:1,140:1,213:1,414:1},uye={3:1,4:1,104:1,213:1,414:1},vye='org.eclipse.elk.alg.layered.graph.transform',wye='ElkGraphImporter',xye='ElkGraphImporter/lambda$1$Type',yye='ElkGraphImporter/lambda$2$Type',zye='ElkGraphImporter/lambda$4$Type',Aye='org.eclipse.elk.alg.layered.intermediate',Bye='Node margin calculation',Cye='ONE_SIDED_GREEDY_SWITCH',Dye='TWO_SIDED_GREEDY_SWITCH',Eye='No implementation is available for the layout processor ',Fye='IntermediateProcessorStrategy',Gye="Node '",Hye='FIRST_SEPARATE',Iye='LAST_SEPARATE',Jye='Odd port side processing',Kye='org.eclipse.elk.alg.layered.intermediate.compaction',Lye='org.eclipse.elk.alg.layered.intermediate.greedyswitch',Mye='org.eclipse.elk.alg.layered.p3order.counting',Nye={220:1},Oye='org.eclipse.elk.alg.layered.intermediate.loops',Pye='org.eclipse.elk.alg.layered.intermediate.loops.ordering',Qye='org.eclipse.elk.alg.layered.intermediate.loops.routing',Rye='org.eclipse.elk.alg.layered.intermediate.preserveorder',Sye='org.eclipse.elk.alg.layered.intermediate.wrapping',Tye='org.eclipse.elk.alg.layered.options',Uye='INTERACTIVE',Vye='GREEDY',Wye='DEPTH_FIRST',Xye='EDGE_LENGTH',Yye='SELF_LOOPS',Zye='firstTryWithInitialOrder',$ye='org.eclipse.elk.layered.directionCongruency',_ye='org.eclipse.elk.layered.feedbackEdges',aze='org.eclipse.elk.layered.interactiveReferencePoint',bze='org.eclipse.elk.layered.mergeEdges',cze='org.eclipse.elk.layered.mergeHierarchyEdges',dze='org.eclipse.elk.layered.allowNonFlowPortsToSwitchSides',eze='org.eclipse.elk.layered.portSortingStrategy',fze='org.eclipse.elk.layered.thoroughness',gze='org.eclipse.elk.layered.unnecessaryBendpoints',hze='org.eclipse.elk.layered.generatePositionAndLayerIds',ize='org.eclipse.elk.layered.cycleBreaking.strategy',jze='org.eclipse.elk.layered.layering.strategy',kze='org.eclipse.elk.layered.layering.layerConstraint',lze='org.eclipse.elk.layered.layering.layerChoiceConstraint',mze='org.eclipse.elk.layered.layering.layerId',nze='org.eclipse.elk.layered.layering.minWidth.upperBoundOnWidth',oze='org.eclipse.elk.layered.layering.minWidth.upperLayerEstimationScalingFactor',pze='org.eclipse.elk.layered.layering.nodePromotion.strategy',qze='org.eclipse.elk.layered.layering.nodePromotion.maxIterations',rze='org.eclipse.elk.layered.layering.coffmanGraham.layerBound',sze='org.eclipse.elk.layered.crossingMinimization.strategy',tze='org.eclipse.elk.layered.crossingMinimization.forceNodeModelOrder',uze='org.eclipse.elk.layered.crossingMinimization.hierarchicalSweepiness',vze='org.eclipse.elk.layered.crossingMinimization.semiInteractive',wze='org.eclipse.elk.layered.crossingMinimization.inLayerPredOf',xze='org.eclipse.elk.layered.crossingMinimization.inLayerSuccOf',yze='org.eclipse.elk.layered.crossingMinimization.positionChoiceConstraint',zze='org.eclipse.elk.layered.crossingMinimization.positionId',Aze='org.eclipse.elk.layered.crossingMinimization.greedySwitch.activationThreshold',Bze='org.eclipse.elk.layered.crossingMinimization.greedySwitch.type',Cze='org.eclipse.elk.layered.crossingMinimization.greedySwitchHierarchical.type',Dze='org.eclipse.elk.layered.nodePlacement.strategy',Eze='org.eclipse.elk.layered.nodePlacement.favorStraightEdges',Fze='org.eclipse.elk.layered.nodePlacement.bk.edgeStraightening',Gze='org.eclipse.elk.layered.nodePlacement.bk.fixedAlignment',Hze='org.eclipse.elk.layered.nodePlacement.linearSegments.deflectionDampening',Ize='org.eclipse.elk.layered.nodePlacement.networkSimplex.nodeFlexibility',Jze='org.eclipse.elk.layered.nodePlacement.networkSimplex.nodeFlexibility.default',Kze='org.eclipse.elk.layered.edgeRouting.selfLoopDistribution',Lze='org.eclipse.elk.layered.edgeRouting.selfLoopOrdering',Mze='org.eclipse.elk.layered.edgeRouting.splines.mode',Nze='org.eclipse.elk.layered.edgeRouting.splines.sloppy.layerSpacingFactor',Oze='org.eclipse.elk.layered.edgeRouting.polyline.slopedEdgeZoneWidth',Pze='org.eclipse.elk.layered.spacing.baseValue',Qze='org.eclipse.elk.layered.spacing.edgeNodeBetweenLayers',Rze='org.eclipse.elk.layered.spacing.edgeEdgeBetweenLayers',Sze='org.eclipse.elk.layered.spacing.nodeNodeBetweenLayers',Tze='org.eclipse.elk.layered.priority.direction',Uze='org.eclipse.elk.layered.priority.shortness',Vze='org.eclipse.elk.layered.priority.straightness',Wze='org.eclipse.elk.layered.compaction.connectedComponents',Xze='org.eclipse.elk.layered.compaction.postCompaction.strategy',Yze='org.eclipse.elk.layered.compaction.postCompaction.constraints',Zze='org.eclipse.elk.layered.highDegreeNodes.treatment',$ze='org.eclipse.elk.layered.highDegreeNodes.threshold',_ze='org.eclipse.elk.layered.highDegreeNodes.treeHeight',aAe='org.eclipse.elk.layered.wrapping.strategy',bAe='org.eclipse.elk.layered.wrapping.additionalEdgeSpacing',cAe='org.eclipse.elk.layered.wrapping.correctionFactor',dAe='org.eclipse.elk.layered.wrapping.cutting.strategy',eAe='org.eclipse.elk.layered.wrapping.cutting.cuts',fAe='org.eclipse.elk.layered.wrapping.cutting.msd.freedom',gAe='org.eclipse.elk.layered.wrapping.validify.strategy',hAe='org.eclipse.elk.layered.wrapping.validify.forbiddenIndices',iAe='org.eclipse.elk.layered.wrapping.multiEdge.improveCuts',jAe='org.eclipse.elk.layered.wrapping.multiEdge.distancePenalty',kAe='org.eclipse.elk.layered.wrapping.multiEdge.improveWrappedEdges',lAe='org.eclipse.elk.layered.layerUnzipping.strategy',mAe='org.eclipse.elk.layered.layerUnzipping.minimizeEdgeLength',nAe='org.eclipse.elk.layered.layerUnzipping.layerSplit',oAe='org.eclipse.elk.layered.layerUnzipping.resetOnLongEdges',pAe='org.eclipse.elk.layered.edgeLabels.sideSelection',qAe='org.eclipse.elk.layered.edgeLabels.centerLabelPlacementStrategy',rAe='org.eclipse.elk.layered.considerModelOrder.strategy',sAe='org.eclipse.elk.layered.considerModelOrder.portModelOrder',tAe='org.eclipse.elk.layered.considerModelOrder.noModelOrder',uAe='org.eclipse.elk.layered.considerModelOrder.components',vAe='org.eclipse.elk.layered.considerModelOrder.longEdgeStrategy',wAe='org.eclipse.elk.layered.considerModelOrder.crossingCounterNodeInfluence',xAe='org.eclipse.elk.layered.considerModelOrder.crossingCounterPortInfluence',yAe='org.eclipse.elk.layered.considerModelOrder.groupModelOrder.cycleBreakingId',zAe='org.eclipse.elk.layered.considerModelOrder.groupModelOrder.crossingMinimizationId',AAe='org.eclipse.elk.layered.considerModelOrder.groupModelOrder.componentGroupId',BAe='org.eclipse.elk.layered.considerModelOrder.groupModelOrder.cbGroupOrderStrategy',CAe='org.eclipse.elk.layered.considerModelOrder.groupModelOrder.cbPreferredSourceId',DAe='org.eclipse.elk.layered.considerModelOrder.groupModelOrder.cbPreferredTargetId',EAe='org.eclipse.elk.layered.considerModelOrder.groupModelOrder.cmGroupOrderStrategy',FAe='org.eclipse.elk.layered.considerModelOrder.groupModelOrder.cmEnforcedGroupOrders',GAe='layering',HAe='layering.minWidth',IAe='layering.nodePromotion',JAe='crossingMinimization',KAe='org.eclipse.elk.hierarchyHandling',LAe='crossingMinimization.greedySwitch',MAe='nodePlacement',NAe='nodePlacement.bk',OAe='edgeRouting',PAe='org.eclipse.elk.edgeRouting',QAe='spacing',RAe='priority',SAe='compaction',TAe='compaction.postCompaction',UAe='Specifies whether and how post-process compaction is applied.',VAe='highDegreeNodes',WAe='wrapping',XAe='wrapping.cutting',YAe='wrapping.validify',ZAe='wrapping.multiEdge',$Ae='layerUnzipping',_Ae='edgeLabels',aBe='considerModelOrder',bBe='considerModelOrder.groupModelOrder',cBe='Group ID of the Node Type',dBe='org.eclipse.elk.spacing.commentComment',eBe='org.eclipse.elk.spacing.commentNode',fBe='org.eclipse.elk.spacing.componentComponent',gBe='org.eclipse.elk.spacing.edgeEdge',hBe='org.eclipse.elk.spacing.edgeNode',iBe='org.eclipse.elk.spacing.labelLabel',jBe='org.eclipse.elk.spacing.labelPortHorizontal',kBe='org.eclipse.elk.spacing.labelPortVertical',lBe='org.eclipse.elk.spacing.labelNode',mBe='org.eclipse.elk.spacing.nodeSelfLoop',nBe='org.eclipse.elk.spacing.portPort',oBe='org.eclipse.elk.spacing.individual',pBe='org.eclipse.elk.port.borderOffset',qBe='org.eclipse.elk.noLayout',rBe='org.eclipse.elk.port.side',sBe='org.eclipse.elk.debugMode',tBe='org.eclipse.elk.alignment',uBe='org.eclipse.elk.insideSelfLoops.activate',vBe='org.eclipse.elk.insideSelfLoops.yo',wBe='org.eclipse.elk.direction',xBe='org.eclipse.elk.nodeLabels.padding',yBe='org.eclipse.elk.portLabels.nextToPortIfPossible',zBe='org.eclipse.elk.portLabels.treatAsGroup',ABe='org.eclipse.elk.portAlignment.default',BBe='org.eclipse.elk.portAlignment.north',CBe='org.eclipse.elk.portAlignment.south',DBe='org.eclipse.elk.portAlignment.west',EBe='org.eclipse.elk.portAlignment.east',FBe='org.eclipse.elk.contentAlignment',GBe='org.eclipse.elk.junctionPoints',HBe='org.eclipse.elk.edge.thickness',IBe='org.eclipse.elk.edgeLabels.placement',JBe='org.eclipse.elk.port.index',KBe='org.eclipse.elk.commentBox',LBe='org.eclipse.elk.hypernode',MBe='org.eclipse.elk.port.anchor',NBe='org.eclipse.elk.partitioning.activate',OBe='org.eclipse.elk.partitioning.partition',PBe='org.eclipse.elk.position',QBe='org.eclipse.elk.margins',RBe='org.eclipse.elk.spacing.portsSurrounding',SBe='org.eclipse.elk.interactiveLayout',TBe='org.eclipse.elk.core.util',UBe={3:1,4:1,5:1,590:1},VBe='NETWORK_SIMPLEX',WBe='SIMPLE',XBe={95:1,43:1},YBe='org.eclipse.elk.alg.layered.p1cycles',ZBe='Depth-first cycle removal',$Be='Model order cycle breaking',_Be='org.eclipse.elk.alg.layered.p2layers',aCe={406:1,220:1},bCe={830:1,3:1,4:1},cCe='org.eclipse.elk.alg.layered.p3order',dCe=1.7976931348623157E308,eCe=4.9E-324,fCe='org.eclipse.elk.alg.layered.p4nodes',gCe={3:1,4:1,5:1,838:1},hCe=1.0E-5,iCe='org.eclipse.elk.alg.layered.p4nodes.bk',jCe='org.eclipse.elk.alg.layered.p5edges',kCe='org.eclipse.elk.alg.layered.p5edges.orthogonal',lCe='org.eclipse.elk.alg.layered.p5edges.orthogonal.direction',mCe=1.0E-6,nCe='org.eclipse.elk.alg.layered.p5edges.splines',oCe=0.09999999999999998,pCe=1.0E-8,qCe=4.71238898038469,rCe=1.5707963267948966,sCe=3.141592653589793,tCe='org.eclipse.elk.alg.mrtree',uCe=0.10000000149011612,vCe='SUPER_ROOT',wCe='org.eclipse.elk.alg.mrtree.graph',xCe=-1.7976931348623157E308,yCe='org.eclipse.elk.alg.mrtree.intermediate',zCe='Processor compute fanout',ACe={3:1,6:1,4:1,5:1,522:1,90:1,110:1},BCe='Set neighbors in 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',_Ce='org.eclipse.elk.alg.radial.options',aDe='CompactionStrategy',bDe='org.eclipse.elk.radial.centerOnRoot',cDe='org.eclipse.elk.radial.orderId',dDe='org.eclipse.elk.radial.radius',eDe='org.eclipse.elk.radial.rotate',fDe='org.eclipse.elk.radial.compactor',gDe='org.eclipse.elk.radial.compactionStepSize',hDe='org.eclipse.elk.radial.sorter',iDe='org.eclipse.elk.radial.wedgeCriteria',jDe='org.eclipse.elk.radial.optimizationCriteria',kDe='org.eclipse.elk.radial.rotation.targetAngle',lDe='org.eclipse.elk.radial.rotation.computeAdditionalWedgeSpace',mDe='org.eclipse.elk.radial.rotation.outgoingEdgeAngles',nDe='Compaction',oDe='rotation',pDe='org.eclipse.elk.radial',qDe='org.eclipse.elk.alg.radial.p1position.wedge',rDe='org.eclipse.elk.alg.radial.sorting',sDe=5.497787143782138,tDe=3.9269908169872414,uDe=2.356194490192345,vDe='org.eclipse.elk.alg.rectpacking',wDe='org.eclipse.elk.alg.rectpacking.intermediate',xDe='org.eclipse.elk.alg.rectpacking.options',yDe='org.eclipse.elk.rectpacking.trybox',zDe='org.eclipse.elk.rectpacking.currentPosition',ADe='org.eclipse.elk.rectpacking.desiredPosition',BDe='org.eclipse.elk.rectpacking.inNewRow',CDe='org.eclipse.elk.rectpacking.orderBySize',DDe='org.eclipse.elk.rectpacking.widthApproximation.strategy',EDe='org.eclipse.elk.rectpacking.widthApproximation.targetWidth',FDe='org.eclipse.elk.rectpacking.widthApproximation.optimizationGoal',GDe='org.eclipse.elk.rectpacking.widthApproximation.lastPlaceShift',HDe='org.eclipse.elk.rectpacking.packing.strategy',IDe='org.eclipse.elk.rectpacking.packing.compaction.rowHeightReevaluation',JDe='org.eclipse.elk.rectpacking.packing.compaction.iterations',KDe='org.eclipse.elk.rectpacking.whiteSpaceElimination.strategy',LDe='widthApproximation',MDe='Compaction Strategy',NDe='packing.compaction',ODe='org.eclipse.elk.rectpacking',PDe='org.eclipse.elk.alg.rectpacking.p1widthapproximation',QDe='org.eclipse.elk.alg.rectpacking.p2packing',RDe='No Compaction',SDe='org.eclipse.elk.alg.rectpacking.p3whitespaceelimination',TDe='org.eclipse.elk.alg.rectpacking.util',UDe='No implementation available for ',VDe='org.eclipse.elk.alg.spore',WDe='org.eclipse.elk.alg.spore.options',XDe='org.eclipse.elk.sporeCompaction',YDe='org.eclipse.elk.underlyingLayoutAlgorithm',ZDe='org.eclipse.elk.processingOrder.treeConstruction',$De='org.eclipse.elk.processingOrder.spanningTreeCostFunction',_De='org.eclipse.elk.processingOrder.preferredRoot',aEe='org.eclipse.elk.processingOrder.rootSelection',bEe='org.eclipse.elk.structure.structureExtractionStrategy',cEe='org.eclipse.elk.compaction.compactionStrategy',dEe='org.eclipse.elk.compaction.orthogonal',eEe='org.eclipse.elk.overlapRemoval.maxIterations',fEe='org.eclipse.elk.overlapRemoval.runScanline',gEe='processingOrder',hEe='overlapRemoval',iEe='org.eclipse.elk.sporeOverlap',jEe='org.eclipse.elk.alg.spore.p1structure',kEe='org.eclipse.elk.alg.spore.p2processingorder',lEe='org.eclipse.elk.alg.spore.p3execution',mEe='Topdown Layout',nEe='Invalid index: ',oEe='org.eclipse.elk.core.alg',pEe={342:1},qEe={296:1},rEe='Make sure its type is registered with the ',sEe=' utility class.',tEe='true',uEe='false',vEe="Couldn't clone property '",wEe=0.05,xEe='org.eclipse.elk.core.options',yEe=1.2999999523162842,zEe='org.eclipse.elk.box',AEe='org.eclipse.elk.expandNodes',BEe='org.eclipse.elk.box.packingMode',CEe='org.eclipse.elk.algorithm',DEe='org.eclipse.elk.resolvedAlgorithm',EEe='org.eclipse.elk.bendPoints',FEe='org.eclipse.elk.labelManager',GEe='org.eclipse.elk.softwrappingFuzziness',HEe='org.eclipse.elk.scaleFactor',IEe='org.eclipse.elk.childAreaWidth',JEe='org.eclipse.elk.childAreaHeight',KEe='org.eclipse.elk.animate',LEe='org.eclipse.elk.animTimeFactor',MEe='org.eclipse.elk.layoutAncestors',NEe='org.eclipse.elk.maxAnimTime',OEe='org.eclipse.elk.minAnimTime',PEe='org.eclipse.elk.progressBar',QEe='org.eclipse.elk.validateGraph',REe='org.eclipse.elk.validateOptions',SEe='org.eclipse.elk.zoomToFit',TEe='org.eclipse.elk.json.shapeCoords',UEe='org.eclipse.elk.json.edgeCoords',VEe='org.eclipse.elk.font.name',WEe='org.eclipse.elk.font.size',XEe='org.eclipse.elk.topdown.sizeCategories',YEe='org.eclipse.elk.topdown.sizeCategoriesHierarchicalNodeWeight',ZEe='org.eclipse.elk.topdown.sizeApproximator',$Ee='org.eclipse.elk.topdown.scaleCap',_Ee='org.eclipse.elk.edge.type',aFe='partitioning',bFe='nodeLabels',cFe='portAlignment',dFe='nodeSize',eFe='port',fFe='portLabels',gFe='topdown',hFe='insideSelfLoops',iFe='INHERIT',jFe='org.eclipse.elk.fixed',kFe='org.eclipse.elk.random',lFe={3:1,35:1,23:1,521:1,288:1},mFe='port must have a parent node to calculate the port side',nFe='The edge needs to have exactly one edge section. Found: ',oFe='org.eclipse.elk.core.util.adapters',pFe='org.eclipse.emf.ecore',qFe='org.eclipse.elk.graph',rFe='EMapPropertyHolder',sFe='ElkBendPoint',tFe='ElkGraphElement',uFe='ElkConnectableShape',vFe='ElkEdge',wFe='ElkEdgeSection',xFe='EModelElement',yFe='ENamedElement',zFe='ElkLabel',AFe='ElkNode',BFe='ElkPort',CFe={94:1,93:1},DFe='org.eclipse.emf.common.notify.impl',EFe="The feature '",FFe="' is not a valid changeable feature",GFe='Expecting null',HFe="' is not a valid feature",IFe='The feature ID',JFe=' is not a valid feature ID',KFe=32768,LFe={109:1,94:1,93:1,57:1,52:1,100:1},MFe='org.eclipse.emf.ecore.impl',NFe='org.eclipse.elk.graph.impl',OFe='Recursive containment not allowed for ',PFe="The datatype '",QFe="' is not a valid classifier",RFe="The value '",SFe={195:1,3:1,4:1},TFe="The class '",UFe='http://www.eclipse.org/elk/ElkGraph',VFe='property',WFe='value',XFe='source',YFe='properties',ZFe='identifier',$Fe='height',_Fe='width',aGe='parent',bGe='text',cGe='children',dGe='hierarchical',eGe='sources',fGe='targets',gGe='sections',hGe='bendPoints',iGe='outgoingShape',jGe='incomingShape',kGe='outgoingSections',lGe='incomingSections',mGe='org.eclipse.emf.common.util',nGe='Severe implementation error in the Json to ElkGraph importer.',oGe='id',pGe='org.eclipse.elk.graph.json',qGe='Unhandled parameter types: ',rGe='startPoint',sGe="An edge must have at least one source and one target (edge id: '",tGe="').",uGe='Referenced edge section does not exist: ',vGe=" (edge id: '",wGe='target',xGe='sourcePoint',yGe='targetPoint',zGe='group',AGe='name',BGe='connectableShape cannot be null',CGe='edge cannot be null',DGe="Passed edge is not 'simple'.",EGe='org.eclipse.elk.graph.util',FGe="The 'no duplicates' constraint is violated",GGe='targetIndex=',HGe=', size=',IGe='sourceIndex=',JGe={3:1,4:1,20:1,31:1,56:1,18:1,16:1,59:1,71:1,67:1,61:1},KGe={3:1,4:1,20:1,31:1,56:1,18:1,50:1,16:1,59:1,71:1,67:1,61:1,585:1},LGe='logging',MGe='measureExecutionTime',NGe='parser.parse.1',OGe='parser.parse.2',PGe='parser.next.1',QGe='parser.next.2',RGe='parser.next.3',SGe='parser.next.4',TGe='parser.factor.1',UGe='parser.factor.2',VGe='parser.factor.3',WGe='parser.factor.4',XGe='parser.factor.5',YGe='parser.factor.6',ZGe='parser.atom.1',$Ge='parser.atom.2',_Ge='parser.atom.3',aHe='parser.atom.4',bHe='parser.atom.5',cHe='parser.cc.1',dHe='parser.cc.2',eHe='parser.cc.3',fHe='parser.cc.5',gHe='parser.cc.6',hHe='parser.cc.7',iHe='parser.cc.8',jHe='parser.ope.1',kHe='parser.ope.2',lHe='parser.ope.3',mHe='parser.descape.1',nHe='parser.descape.2',oHe='parser.descape.3',pHe='parser.descape.4',qHe='parser.descape.5',rHe='parser.process.1',sHe='parser.quantifier.1',tHe='parser.quantifier.2',uHe='parser.quantifier.3',vHe='parser.quantifier.4',wHe='parser.quantifier.5',xHe='org.eclipse.emf.common.notify',yHe={415:1,676:1},zHe={3:1,4:1,20:1,31:1,56:1,18:1,16:1,71:1,61:1},AHe={373:1,151:1},BHe='index=',CHe={3:1,4:1,5:1,129:1},DHe={3:1,4:1,20:1,31:1,56:1,18:1,16:1,59:1,71:1,61:1},EHe={3:1,6:1,4:1,5:1,198:1},FHe={3:1,4:1,5:1,175:1,374:1},GHe=1024,HHe=';/?:@&=+$,',IHe='invalid authority: ',JHe='EAnnotation',KHe='ETypedElement',LHe='EStructuralFeature',MHe='EAttribute',NHe='EClassifier',OHe='EEnumLiteral',PHe='EGenericType',QHe='EOperation',RHe='EParameter',SHe='EReference',THe='ETypeParameter',UHe='org.eclipse.emf.ecore.util',VHe={77:1},WHe={3:1,20:1,18:1,16:1,61:1,586:1,77:1,72:1,98:1},XHe='org.eclipse.emf.ecore.util.FeatureMap$Entry',YHe=8192,ZHe='byte',$He='char',_He='double',aIe='float',bIe='int',cIe='long',dIe='short',eIe='java.lang.Object',fIe={3:1,4:1,5:1,255:1},gIe={3:1,4:1,5:1,678:1},hIe={3:1,4:1,20:1,31:1,56:1,18:1,16:1,59:1,71:1,67:1,61:1,72:1},iIe={3:1,4:1,20:1,31:1,56:1,18:1,16:1,59:1,71:1,67:1,61:1,77:1,72:1,98:1},jIe='mixed',kIe='http:///org/eclipse/emf/ecore/util/ExtendedMetaData',lIe='kind',mIe={3:1,4:1,5:1,679:1},nIe={3:1,4:1,20:1,31:1,56:1,18:1,16:1,71:1,61:1,77:1,72:1,98:1},oIe={20:1,31:1,56:1,18:1,16:1,61:1,72:1},pIe={50:1,128:1,287:1},qIe={75:1,344:1},rIe="The value of type '",sIe="' must be of type 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If set to i, it expresses that the node should be placed at the i-th position. Should i>=n be true then the node is placed at the last position in the layer. Note that this option is not part of any of ELK Layered's default configurations but is only evaluated as part of the `InteractiveLayeredGraphVisitor`, which must be applied manually or used via the `DiagramLayoutEngine."),null),Qed),UI),Crb(Ded))));mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,zze),JAe),'Position ID'),'Position within a layer that was determined by ELK Layered for a node. This is only generated if interactiveLayot or generatePositionAndLayerIds is set.'),zfb(-1)),Qed),UI),Crb(Ded))));mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,Aze),LAe),'Greedy Switch Activation Threshold'),"By default it is decided automatically if the greedy switch is activated or not. The decision is based on whether the size of the input graph (without dummy nodes) is smaller than the value of this option. A '0' enforces the activation."),zfb(40)),Qed),UI),Crb(Eed))));mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,Bze),LAe),'Greedy Switch Crossing Minimization'),"Greedy Switch strategy for crossing minimization. The greedy switch heuristic is executed after the regular crossing minimization as a post-processor. Note that if 'hierarchyHandling' is set to 'INCLUDE_CHILDREN', the 'greedySwitchHierarchical.type' option must be used."),Msc),Oed),_V),Crb(Eed))));hdd(a,Bze,sze,Nsc);mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,Cze),'crossingMinimization.greedySwitchHierarchical'),'Greedy Switch Crossing Minimization (hierarchical)'),"Activates the greedy switch heuristic in case hierarchical layout is used. The differences to the non-hierarchical case (see 'greedySwitch.type') are: 1) greedy switch is inactive by default, 3) only the option value set on the node at which hierarchical layout starts is relevant, and 2) if it's activated by the user, it properly addresses hierarchy-crossing edges."),Isc),Oed),_V),Crb(Eed))));hdd(a,Cze,sze,Jsc);hdd(a,Cze,KAe,Ksc);mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,Dze),MAe),'Node Placement Strategy'),'Strategy for node placement.'),ouc),Oed),mW),Crb(Eed))));mdd(a,new ied(yed(xed(zed(sed(wed(ted(ued(new Aed,Eze),MAe),'Favor Straight Edges Over Balancing'),"Favor straight edges over a balanced node placement. The default behavior is determined automatically based on the used 'edgeRouting'. For an orthogonal style it is set to true, for all other styles to false."),Med),GI),Crb(Eed))));hdd(a,Eze,Dze,euc);hdd(a,Eze,Dze,fuc);mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,Fze),NAe),'BK Edge Straightening'),"Specifies whether the Brandes Koepf node placer tries to increase the number of straight edges at the expense of diagram size. There is a subtle difference to the 'favorStraightEdges' option, which decides whether a balanced placement of the nodes is desired, or not. In bk terms this means combining the four alignments into a single balanced one, or not. This option on the other hand tries to straighten additional edges during the creation of each of the four alignments."),$tc),Oed),XV),Crb(Eed))));hdd(a,Fze,Dze,_tc);mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,Gze),NAe),'BK Fixed Alignment'),'Tells the BK node placer to use a certain alignment (out of its four) instead of the one producing the smallest height, or the combination of all four.'),buc),Oed),YV),Crb(Eed))));hdd(a,Gze,Dze,cuc);mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,Hze),'nodePlacement.linearSegments'),'Linear Segments Deflection Dampening'),'Dampens the movement of nodes to keep the diagram from getting too large.'),0.3),Ned),LI),Crb(Eed))));hdd(a,Hze,Dze,huc);mdd(a,new ied(yed(xed(zed(sed(wed(ted(ued(new Aed,Ize),'nodePlacement.networkSimplex'),'Node Flexibility'),"Aims at shorter and straighter edges. Two configurations are possible: (a) allow ports to move freely on the side they are assigned to (the order is always defined beforehand), (b) additionally allow to enlarge a node wherever it helps. If this option is not configured for a node, the 'nodeFlexibility.default' value is used, which is specified for the node's parent."),Oed),lW),Crb(Ded))));hdd(a,Ize,Dze,muc);mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,Jze),'nodePlacement.networkSimplex.nodeFlexibility'),'Node Flexibility Default'),"Default value of the 'nodeFlexibility' option for the children of a hierarchical node."),kuc),Oed),lW),Crb(Eed))));hdd(a,Jze,Dze,luc);mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,Kze),OAe),'Self-Loop Distribution'),'Alter the distribution of the loops around the node. It only takes effect for PortConstraints.FREE.'),htc),Oed),rW),Crb(Ded))));mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,Lze),OAe),'Self-Loop Ordering'),'Alter the ordering of the loops they can either be stacked or sequenced. It only takes effect for PortConstraints.FREE.'),jtc),Oed),sW),Crb(Ded))));mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,Mze),'edgeRouting.splines'),'Spline Routing Mode'),'Specifies the way control points are assembled for each individual edge. CONSERVATIVE ensures that edges are properly routed around the nodes but feels rather orthogonal at times. SLOPPY uses fewer control points to obtain curvier edge routes but may result in edges overlapping nodes.'),ltc),Oed),uW),Crb(Eed))));hdd(a,Mze,PAe,mtc);mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,Nze),'edgeRouting.splines.sloppy'),'Sloppy Spline Layer Spacing Factor'),'Spacing factor for routing area between layers when using sloppy spline routing.'),0.2),Ned),LI),Crb(Eed))));hdd(a,Nze,PAe,otc);hdd(a,Nze,Mze,ptc);mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,Oze),'edgeRouting.polyline'),'Sloped Edge Zone Width'),'Width of the strip to the left and to the right of each layer where the polyline edge router is allowed to refrain from ensuring that edges are routed horizontally. This prevents awkward bend points for nodes that extent almost to the edge of their layer.'),2),Ned),LI),Crb(Eed))));hdd(a,Oze,PAe,ftc);mdd(a,new ied(yed(xed(zed(sed(wed(ted(ued(new Aed,Pze),QAe),'Spacing Base Value'),"An optional base value for all other layout options of the 'spacing' group. It can be used to conveniently alter the overall 'spaciousness' of the drawing. Whenever an explicit value is set for the other layout options, this base value will have no effect. The base value is not inherited, i.e. it must be set for each hierarchical node."),Ned),LI),Crb(Eed))));mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,Qze),QAe),'Edge Node Between Layers Spacing'),"The spacing to be preserved between nodes and edges that are routed next to the node's layer. For the spacing between nodes and edges that cross the node's layer 'spacing.edgeNode' is used."),10),Ned),LI),Crb(Eed))));mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,Rze),QAe),'Edge Edge Between Layer Spacing'),"Spacing to be preserved between pairs of edges that are routed between the same pair of layers. Note that 'spacing.edgeEdge' is used for the spacing between pairs of edges crossing the same layer."),10),Ned),LI),Crb(Eed))));mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,Sze),QAe),'Node Node Between Layers Spacing'),"The spacing to be preserved between any pair of nodes of two adjacent layers. Note that 'spacing.nodeNode' is used for the spacing between nodes within the layer itself."),20),Ned),LI),Crb(Eed))));mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,Tze),RAe),'Direction Priority'),'Defines how important it is to have a certain edge point into the direction of the overall layout. This option is evaluated during the cycle breaking phase.'),zfb(0)),Qed),UI),Crb(Bed))));mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,Uze),RAe),'Shortness Priority'),'Defines how important it is to keep an edge as short as possible. This option is evaluated during the layering phase.'),zfb(0)),Qed),UI),Crb(Bed))));mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,Vze),RAe),'Straightness Priority'),'Defines how important it is to keep an edge straight, i.e. aligned with one of the two axes. This option is evaluated during node placement.'),zfb(0)),Qed),UI),Crb(Bed))));mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,Wze),SAe),'Connected Components Compaction'),'Tries to further compact components (disconnected sub-graphs).'),false),Med),GI),Crb(Eed))));hdd(a,Wze,uxe,true);mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,Xze),TAe),'Post Compaction Strategy'),UAe),hsc),Oed),ZV),Crb(Eed))));mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,Yze),TAe),'Post Compaction Constraint Calculation'),UAe),fsc),Oed),QV),Crb(Eed))));mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,Zze),VAe),'High Degree Node Treatment'),'Makes room around high degree nodes to place leafs and trees.'),false),Med),GI),Crb(Eed))));mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,$ze),VAe),'High Degree Node Threshold'),'Whether a node is considered to have a high degree.'),zfb(16)),Qed),UI),Crb(Eed))));hdd(a,$ze,Zze,true);mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,_ze),VAe),'High Degree Node Maximum Tree Height'),'Maximum height of a subtree connected to a high degree node to be moved to separate layers.'),zfb(5)),Qed),UI),Crb(Eed))));hdd(a,_ze,Zze,true);mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,aAe),WAe),'Graph Wrapping Strategy'),"For certain graphs and certain prescribed drawing areas it may be desirable to split the laid out graph into chunks that are placed side by side. The edges that connect different chunks are 'wrapped' around from the end of one chunk to the start of the other chunk. The points between the chunks are referred to as 'cuts'."),Wuc),Oed),wW),Crb(Eed))));mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,bAe),WAe),'Additional Wrapped Edges Spacing'),'To visually separate edges that are wrapped from regularly routed edges an additional spacing value can be specified in form of this layout option. The spacing is added to the regular edgeNode spacing.'),10),Ned),LI),Crb(Eed))));hdd(a,bAe,aAe,Buc);hdd(a,bAe,aAe,Cuc);mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,cAe),WAe),'Correction Factor for Wrapping'),"At times and for certain types of graphs the executed wrapping may produce results that are consistently biased in the same fashion: either wrapping to often or to rarely. This factor can be used to correct the bias. Internally, it is simply multiplied with the 'aspect ratio' layout option."),1),Ned),LI),Crb(Eed))));hdd(a,cAe,aAe,Euc);hdd(a,cAe,aAe,Fuc);mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,dAe),XAe),'Cutting Strategy'),'The strategy by which the layer indexes are determined at which the layering crumbles into chunks.'),Muc),Oed),SV),Crb(Eed))));hdd(a,dAe,aAe,Nuc);hdd(a,dAe,aAe,Ouc);mdd(a,new ied(yed(xed(zed(sed(wed(ted(ued(new Aed,eAe),XAe),'Manually Specified Cuts'),'Allows the user to specify her own cuts for a certain graph.'),Red),HK),Crb(Eed))));hdd(a,eAe,dAe,Huc);mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,fAe),'wrapping.cutting.msd'),'MSD Freedom'),'The MSD cutting strategy starts with an initial guess on the number of chunks the graph should be split into. The freedom specifies how much the strategy may deviate from this guess. E.g. if an initial number of 3 is computed, a freedom of 1 allows 2, 3, and 4 cuts.'),Juc),Qed),UI),Crb(Eed))));hdd(a,fAe,dAe,Kuc);mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,gAe),YAe),'Validification Strategy'),'When wrapping graphs, one can specify indices that are not allowed as split points. The validification strategy makes sure every computed split point is allowed.'),_uc),Oed),vW),Crb(Eed))));hdd(a,gAe,aAe,avc);hdd(a,gAe,aAe,bvc);mdd(a,new ied(yed(xed(zed(sed(wed(ted(ued(new Aed,hAe),YAe),'Valid Indices for Wrapping'),null),Red),HK),Crb(Eed))));hdd(a,hAe,aAe,Yuc);hdd(a,hAe,aAe,Zuc);mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,iAe),ZAe),'Improve Cuts'),'For general graphs it is important that not too many edges wrap backwards. Thus a compromise between evenly-distributed cuts and the total number of cut edges is sought.'),true),Med),GI),Crb(Eed))));hdd(a,iAe,aAe,Suc);mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,jAe),ZAe),'Distance Penalty When Improving Cuts'),null),2),Ned),LI),Crb(Eed))));hdd(a,jAe,aAe,Quc);hdd(a,jAe,iAe,true);mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,kAe),ZAe),'Improve Wrapped Edges'),'The initial wrapping is performed in a very simple way. As a consequence, edges that wrap from one chunk to another may be unnecessarily long. Activating this option tries to shorten such edges.'),true),Med),GI),Crb(Eed))));hdd(a,kAe,aAe,Uuc);mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,lAe),$Ae),'Layer Unzipping Strategy'),"The strategy to use for unzipping a layer into multiple sublayers while maintaining the existing ordering of nodes and edges after crossing minimization. The default value is 'NONE'."),Wtc),Oed),eW),Crb(Eed))));mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,mAe),$Ae),'Minimize Edge Length Heuristic'),'Use a heuristic to decide whether or not to actually perform the layer split with the goal of minimizing the total edge length. This option only works when layerSplit is set to 2. The property can be set to the nodes in a layer, which then applies the property for the layer. If any node sets the value to true, then the value is set to true for the entire layer.'),false),Med),GI),Crb(Ded))));hdd(a,mAe,nAe,Rtc);mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,nAe),$Ae),'Unzipping Layer Split'),'Defines the number of sublayers to split a layer into. The property can be set to the nodes in a layer, which then applies the property for the layer. If multiple nodes set the value to different values, then the lowest value is chosen.'),Ptc),Qed),UI),Crb(Ded))));mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,oAe),$Ae),'Reset Alternation on Long Edges'),'If set to true, nodes will always be placed in the first sublayer after a long edge when using the ALTERNATING strategy. Otherwise long edge dummies are treated the same as regular nodes. The default value is true. The property can be set to the nodes in a layer, which then applies the property for the layer. If any node sets the value to false, then the value is set to false for the entire layer.'),Ttc),Med),GI),Crb(Ded))));hdd(a,oAe,lAe,Utc);mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,pAe),_Ae),'Edge Label Side Selection'),'Method to decide on edge label sides.'),dtc),Oed),WV),Crb(Eed))));mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,qAe),_Ae),'Edge Center Label Placement Strategy'),'Determines in which layer center labels of long edges should be placed.'),btc),Oed),PV),Drb(Eed,WC(OC(g2,1),kue,160,0,[Ced])))));mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,rAe),aBe),'Consider Model Order'),'Preserves the order of nodes and edges in the model file if this does not lead to additional edge crossings. Depending on the strategy this is not always possible since the node and edge order might be conflicting.'),Esc),Oed),oW),Crb(Eed))));mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,sAe),aBe),'Consider Port Order'),'If disabled the port order of output ports is derived from the edge order and input ports are ordered by their incoming connections. If enabled all ports are ordered by the port model order.'),false),Med),GI),Crb(Eed))));mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,tAe),aBe),'No Model Order'),'Set on a node to not set a model order for this node even though it is a real node.'),false),Med),GI),Crb(Ded))));mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,uAe),aBe),'Consider Model Order for Components'),'If set to NONE the usual ordering strategy (by cumulative node priority and size of nodes) is used. INSIDE_PORT_SIDES orders the components with external ports only inside the groups with the same port side. FORCE_MODEL_ORDER enforces the mode order on components. This option might produce bad alignments and sub optimal drawings in terms of used area since the ordering should be respected.'),jsc),Oed),iP),Crb(Eed))));hdd(a,uAe,uxe,null);mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,vAe),aBe),'Long Edge Ordering Strategy'),'Indicates whether long edges are sorted under, over, or equal to nodes that have no connection to a previous layer in a left-to-right or right-to-left layout. Under and over changes to right and left in a vertical layout.'),Asc),Oed),kW),Crb(Eed))));mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,wAe),aBe),'Crossing Counter Node Order Influence'),'Indicates with what percentage (1 for 100%) violations of the node model order are weighted against the crossings e.g. a value of 0.5 means two model order violations are as important as on edge crossing. This allows some edge crossings in favor of preserving the model order. It is advised to set this value to a very small positive value (e.g. 0.001) to have minimal crossing and a optimal node order. Defaults to no influence (0).'),0),Ned),LI),Crb(Eed))));hdd(a,wAe,rAe,null);mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,xAe),aBe),'Crossing Counter Port Order Influence'),'Indicates with what percentage (1 for 100%) violations of the port model order are weighted against the crossings e.g. a value of 0.5 means two model order violations are as important as on edge crossing. This allows some edge crossings in favor of preserving the model order. It is advised to set this value to a very small positive value (e.g. 0.001) to have minimal crossing and a optimal port order. Defaults to no influence (0).'),0),Ned),LI),Crb(Eed))));hdd(a,xAe,rAe,null);mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,yAe),bBe),cBe),'Used to define partial ordering groups during cycle breaking. A lower group id means that the group is sorted before other groups. 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GROUP_MIXED and GROUP_INC may, in very specific scenarios, work better.'),lhd),Oed),Z2),Crb(Eed))));mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,TEe),'json'),'Shape Coords'),'For layouts transferred into JSON graphs, specify the coordinate system to be used for nodes, ports, and labels of nodes and ports.'),Mhd),Oed),M2),Crb(Eed))));mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,UEe),'json'),'Edge Coords'),'For layouts transferred into JSON graphs, specify the coordinate system to be used for edge route points and edge labels.'),Khd),Oed),w2),Crb(Eed))));mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,dBe),QAe),'Comment Comment Spacing'),'Spacing to be preserved between a comment box and other comment boxes connected to the same node. The space left between comment boxes of different nodes is controlled by the node-node spacing.'),10),Ned),LI),Crb(Eed))));mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,eBe),QAe),'Comment Node Spacing'),'Spacing to be preserved between a node and its connected comment boxes. The space left between a node and the comments of another node is controlled by the node-node spacing.'),10),Ned),LI),Crb(Eed))));mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,fBe),QAe),'Components Spacing'),"Spacing to be preserved between pairs of connected components. This option is only relevant if 'separateConnectedComponents' is activated."),20),Ned),LI),Crb(Eed))));mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,gBe),QAe),'Edge Spacing'),'Spacing to be preserved between any two edges. Note that while this can somewhat easily be satisfied for the segments of orthogonally drawn edges, it is harder for general polylines or splines.'),10),Ned),LI),Crb(Eed))));mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,rxe),QAe),'Edge Label Spacing'),"The minimal distance to be preserved between a label and the edge it is associated with. Note that the placement of a label is influenced by the 'edgelabels.placement' option."),2),Ned),LI),Crb(Eed))));mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,hBe),QAe),'Edge Node Spacing'),'Spacing to be preserved between nodes and edges.'),10),Ned),LI),Crb(Eed))));mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,iBe),QAe),'Label Spacing'),'Determines the amount of space to be left between two labels of the same graph element.'),0),Ned),LI),Crb(Eed))));mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,lBe),QAe),'Label Node Spacing'),"Spacing to be preserved between labels and the border of node they are associated with. Note that the placement of a label is influenced by the 'nodelabels.placement' option."),5),Ned),LI),Crb(Eed))));mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,jBe),QAe),'Horizontal spacing between Label and Port'),"Horizontal spacing to be preserved between labels and the ports they are associated with. Note that the placement of a label is influenced by the 'portlabels.placement' option."),1),Ned),LI),Crb(Eed))));mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,kBe),QAe),'Vertical spacing between Label and Port'),"Vertical spacing to be preserved between labels and the ports they are associated with. Note that the placement of a label is influenced by the 'portlabels.placement' option."),1),Ned),LI),Crb(Eed))));mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,qxe),QAe),'Node Spacing'),'The minimal distance to be preserved between each two nodes.'),20),Ned),LI),Crb(Eed))));mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,mBe),QAe),'Node Self Loop Spacing'),'Spacing to be preserved between a node and its self loops.'),10),Ned),LI),Crb(Eed))));mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,nBe),QAe),'Port Spacing'),'Spacing between pairs of ports of the same node.'),10),Ned),LI),Drb(Eed,WC(OC(g2,1),kue,160,0,[Ded])))));mdd(a,new ied(yed(xed(zed(sed(wed(ted(ued(new Aed,oBe),QAe),'Individual Spacing'),"Allows to specify individual spacing values for graph elements that shall be different from the value specified for the element's parent."),Red),t3),Drb(Ded,WC(OC(g2,1),kue,160,0,[Bed,Fed,Ced])))));mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,RBe),QAe),'Additional Port Space'),'Additional space around the sets of ports on each node side. For each side of a node, this option can reserve additional space before and after the ports on each side. For example, a top spacing of 20 makes sure that the first port on the western and eastern side is 20 units away from the northern border.'),Tid),Red),k2),Crb(Eed))));mdd(a,new ied(yed(xed(zed(sed(wed(ted(ued(new Aed,OBe),aFe),'Layout Partition'),'Partition to which the node belongs. This requires Layout Partitioning to be active. Nodes with lower partition IDs will appear to the left of nodes with higher partition IDs (assuming a left-to-right layout direction).'),Qed),UI),Drb(Eed,WC(OC(g2,1),kue,160,0,[Ded])))));hdd(a,OBe,NBe,hid);mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,NBe),aFe),'Layout Partitioning'),'Whether to activate partitioned layout. This will allow to group nodes through the Layout Partition option. a pair of nodes with different partition indices is then placed such that the node with lower index is placed to the left of the other node (with left-to-right layout direction). Depending on the layout algorithm, this may only be guaranteed to work if all nodes have a layout partition configured, or at least if edges that cross partitions are not part of a partition-crossing cycle.'),fid),Med),GI),Crb(Eed))));mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,xBe),bFe),'Node Label Padding'),'Define padding for node labels that are placed inside of a node.'),Shd),Red),l2),Crb(Eed))));mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,Dxe),bFe),'Node Label Placement'),"Hints for where node labels are to be placed; if empty, the node label's position is not modified."),Uhd),Ped),F2),Drb(Ded,WC(OC(g2,1),kue,160,0,[Ced])))));mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,ABe),cFe),'Port Alignment'),'Defines the default port distribution for a node. May be overridden for each side individually.'),jid),Oed),G2),Crb(Ded))));mdd(a,new ied(yed(xed(zed(sed(wed(ted(ued(new Aed,BBe),cFe),'Port Alignment (North)'),"Defines how ports on the northern side are placed, overriding the node's general port alignment."),Oed),G2),Crb(Ded))));mdd(a,new ied(yed(xed(zed(sed(wed(ted(ued(new Aed,CBe),cFe),'Port Alignment (South)'),"Defines how ports on the southern side are placed, overriding the node's general port alignment."),Oed),G2),Crb(Ded))));mdd(a,new ied(yed(xed(zed(sed(wed(ted(ued(new Aed,DBe),cFe),'Port Alignment (West)'),"Defines how ports on the western side are placed, overriding the node's general port alignment."),Oed),G2),Crb(Ded))));mdd(a,new ied(yed(xed(zed(sed(wed(ted(ued(new Aed,EBe),cFe),'Port Alignment (East)'),"Defines how ports on the eastern side are placed, overriding the node's general port alignment."),Oed),G2),Crb(Ded))));mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,Cxe),dFe),'Node Size Constraints'),"What should be taken into account when calculating a node's size. Empty size constraints specify that a node's size is already fixed and should not be changed."),Whd),Ped),N2),Crb(Ded))));mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,Bxe),dFe),'Node Size Options'),'Options modifying the behavior of the size constraints set on a node. Each member of the set specifies something that should be taken into account when calculating node sizes. The empty set corresponds to no further modifications.'),_hd),Ped),O2),Crb(Ded))));mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,Vxe),dFe),'Node Size Minimum'),'The minimal size to which a node can be reduced.'),Zhd),Red),o2),Crb(Ded))));mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,Axe),dFe),'Fixed Graph Size'),"By default, the fixed layout provider will enlarge a graph until it is large enough to contain its children. If this option is set, it won't do so."),false),Med),GI),Crb(Eed))));mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,IBe),_Ae),'Edge Label Placement'),'Gives a hint on where to put edge labels.'),whd),Oed),x2),Crb(Ced))));mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,yxe),_Ae),'Inline Edge Labels'),"If true, an edge label is placed directly on its edge. May only apply to center edge labels. This kind of label placement is only advisable if the label's rendering is such that it is not crossed by its edge and thus stays legible."),false),Med),GI),Crb(Ced))));mdd(a,new ied(yed(xed(zed(sed(wed(ted(ued(new Aed,VEe),'font'),'Font Name'),'Font name used for a label.'),Sed),hJ),Crb(Ced))));mdd(a,new ied(yed(xed(zed(sed(wed(ted(ued(new Aed,WEe),'font'),'Font Size'),'Font size used for a label.'),Qed),UI),Crb(Ced))));mdd(a,new ied(yed(xed(zed(sed(wed(ted(ued(new Aed,MBe),eFe),'Port Anchor Offset'),'The offset to the port position where connections shall be attached.'),Red),o2),Crb(Fed))));mdd(a,new ied(yed(xed(zed(sed(wed(ted(ued(new Aed,JBe),eFe),'Port Index'),"The index of a port in the fixed order around a node. The order is assumed as clockwise, starting with the leftmost port on the top side. This option must be set if 'Port Constraints' is set to FIXED_ORDER and no specific positions are given for the ports. Additionally, the option 'Port Side' must be defined in this case."),Qed),UI),Crb(Fed))));mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,rBe),eFe),'Port Side'),"The side of a node on which a port is situated. This option must be set if 'Port Constraints' is set to FIXED_SIDE or FIXED_ORDER and no specific positions are given for the ports."),yid),Oed),J2),Crb(Fed))));mdd(a,new ied(yed(xed(zed(sed(wed(ted(ued(new Aed,pBe),eFe),'Port Border Offset'),"The offset of ports on the node border. With a positive offset the port is moved outside of the node, while with a negative offset the port is moved towards the inside. An offset of 0 means that the port is placed directly on the node border, i.e. if the port side is north, the port's south border touches the nodes's north border; if the port side is east, the port's west border touches the nodes's east border; if the port side is south, the port's north border touches the node's south border; if the port side is west, the port's east border touches the node's west border."),Ned),LI),Crb(Fed))));mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,Exe),fFe),'Port Label Placement'),"Decides on a placement method for port labels; if empty, the node label's position is not modified."),vid),Ped),I2),Crb(Ded))));mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,yBe),fFe),'Port Labels Next to Port'),"Use 'portLabels.placement': NEXT_TO_PORT_OF_POSSIBLE."),false),Med),GI),Crb(Ded))));mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,zBe),fFe),'Treat Port Labels as Group'),'If this option is true (default), the labels of a port will be treated as a group when it comes to centering them next to their port. If this option is false, only the first label will be centered next to the port, with the others being placed below. This only applies to labels of eastern and western ports and will have no effect if labels are not placed next to their port.'),true),Med),GI),Crb(Ded))));mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,XEe),gFe),'Number of size categories'),'Defines the number of categories to use for the FIXED_INTEGER_RATIO_BOXES size approximator.'),zfb(3)),Qed),UI),Crb(Eed))));hdd(a,XEe,ZEe,ejd);mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,YEe),gFe),'Weight of a node containing children for determining the graph size'),'When determining the graph size for the size categorisation, this value determines how many times a node containing children is weighted more than a simple node. For example setting this value to four would result in a graph containing a simple node and a hierarchical node to be counted as having a size of five.'),zfb(4)),Qed),UI),Crb(Eed))));hdd(a,YEe,XEe,null);mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,Gxe),gFe),'Topdown Scale Factor'),"The scaling factor to be applied to the nodes laid out within the node in recursive topdown layout. The difference to 'Scale Factor' is that the node itself is not scaled. This value has to be set on hierarchical nodes."),1),Ned),LI),Crb(Eed))));hdd(a,Gxe,Jxe,ajd);mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,ZEe),gFe),'Topdown Size Approximator'),'The size approximator to be used to set sizes of hierarchical nodes during topdown layout. The default value is null, which results in nodes keeping whatever size is defined for them e.g. through parent parallel node or by manually setting the size.'),null),Red),D2),Crb(Ded))));hdd(a,ZEe,Jxe,cjd);mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,Hxe),gFe),'Topdown Hierarchical Node Width'),'The fixed size of a hierarchical node when using topdown layout. If this value is set on a parallel node it applies to its children, when set on a hierarchical node it applies to the node itself.'),150),Ned),LI),Drb(Eed,WC(OC(g2,1),kue,160,0,[Ded])))));hdd(a,Hxe,Jxe,null);mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,Ixe),gFe),'Topdown Hierarchical Node Aspect Ratio'),'The fixed aspect ratio of a hierarchical node when using topdown layout. Default is 1/sqrt(2). If this value is set on a parallel node it applies to its children, when set on a hierarchical node it applies to the node itself.'),1.414),Ned),LI),Drb(Eed,WC(OC(g2,1),kue,160,0,[Ded])))));hdd(a,Ixe,Jxe,null);mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,Jxe),gFe),'Topdown Node Type'),'The different node types used for topdown layout. If the node type is set to {@link TopdownNodeTypes.PARALLEL_NODE} the algorithm must be set to a {@link TopdownLayoutProvider} such as {@link TopdownPacking}. The {@link nodeSize.fixedGraphSize} option is technically only required for hierarchical nodes.'),null),Oed),P2),Crb(Ded))));hdd(a,Jxe,Axe,null);mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,$Ee),gFe),'Topdown Scale Cap'),'Determines the upper limit for the topdown scale factor. The default value is 1.0 which ensures that nested children never end up appearing larger than their parents in terms of unit sizes such as the font size. If the limit is larger, nodes will fully utilize the available space, but it is counteriniuitive for inner nodes to have a larger scale than outer nodes.'),1),Ned),LI),Crb(Eed))));hdd(a,$Ee,Jxe,$id);mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,uBe),hFe),'Activate Inside Self Loops'),"Whether this node allows to route self loops inside of it instead of around it. If set to true, this will make the node a compound node if it isn't already, and will require the layout algorithm to support compound nodes with hierarchical ports."),false),Med),GI),Crb(Ded))));mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,vBe),hFe),'Inside Self Loop'),'Whether a self loop should be routed inside a node instead of around that node.'),false),Med),GI),Crb(Bed))));mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,HBe),'edge'),'Edge Thickness'),'The thickness of an edge. This is a hint on the line width used to draw an edge, possibly requiring more space to be reserved for it.'),1),Ned),LI),Crb(Bed))));mdd(a,new ied(yed(xed(zed(red(sed(wed(ted(ued(new Aed,_Ee),'edge'),'Edge Type'),'The type of an edge. This is usually used for UML class diagrams, where associations must be handled differently from generalizations.'),Ahd),Oed),z2),Crb(Bed))));ldd(a,new Ocd(Vcd(Xcd(Wcd(new Ycd,sve),'Layered'),'The layer-based method was introduced by Sugiyama, Tagawa and Toda in 1981. It emphasizes the direction of edges by pointing as many edges as possible into the same direction. The nodes are arranged in layers, which are sometimes called "hierarchies", and then reordered such that the number of edge crossings is minimized. Afterwards, concrete coordinates are computed for the nodes and edge bend points.')));ldd(a,new Ocd(Vcd(Xcd(Wcd(new Ycd,'org.eclipse.elk.orthogonal'),'Orthogonal'),'Orthogonal methods that follow the "topology-shape-metrics" approach by Batini, Nardelli and Tamassia \'86. The first phase determines the topology of the drawing by applying a planarization technique, which results in a planar representation of the graph. The orthogonal shape is computed in the second phase, which aims at minimizing the number of edge bends, and is called orthogonalization. The third phase leads to concrete coordinates for nodes and edge bend points by applying a compaction method, thus defining the metrics.')));ldd(a,new Ocd(Vcd(Xcd(Wcd(new Ycd,oxe),'Force'),'Layout algorithms that follow physical analogies by simulating a system of attractive and repulsive forces. The first successful method of this kind was proposed by Eades in 1984.')));ldd(a,new Ocd(Vcd(Xcd(Wcd(new Ycd,'org.eclipse.elk.circle'),'Circle'),'Circular layout algorithms emphasize cycles or biconnected components of a graph by arranging them in circles. This is useful if a drawing is desired where such components are clearly grouped, or where cycles are shown as prominent OPTIONS of the graph.')));ldd(a,new Ocd(Vcd(Xcd(Wcd(new Ycd,NCe),'Tree'),'Specialized layout methods for trees, i.e. acyclic graphs. The regular structure of graphs that have no undirected cycles can be emphasized using an algorithm of this type.')));ldd(a,new Ocd(Vcd(Xcd(Wcd(new Ycd,'org.eclipse.elk.planar'),'Planar'),'Algorithms that require a planar or upward planar graph. Most of these algorithms are theoretically interesting, but not practically usable.')));ldd(a,new Ocd(Vcd(Xcd(Wcd(new Ycd,pDe),'Radial'),'Radial layout algorithms usually position the nodes of the graph on concentric circles.')));skd((new tkd,a));Pgd((new Qgd,a));Cmd((new Dmd,a))};var fhd,ghd,hhd,ihd,jhd,khd,lhd,mhd,nhd,ohd,phd,qhd,rhd,shd,thd,uhd,vhd,whd,xhd,yhd,zhd,Ahd,Bhd,Chd,Dhd,Ehd,Fhd,Ghd,Hhd,Ihd,Jhd,Khd,Lhd,Mhd,Nhd,Ohd,Phd,Qhd,Rhd,Shd,Thd,Uhd,Vhd,Whd,Xhd,Yhd,Zhd,$hd,_hd,aid,bid,cid,did,eid,fid,gid,hid,iid,jid,kid,lid,mid,nid,oid,pid,qid,rid,sid,tid,uid,vid,wid,xid,yid,zid,Aid,Bid,Cid,Did,Eid,Fid,Gid,Hid,Iid,Jid,Kid,Lid,Mid,Nid,Oid,Pid,Qid,Rid,Sid,Tid,Uid,Vid,Wid,Xid,Yid,Zid,$id,_id,ajd,bjd,cjd,djd,ejd,fjd;var u2=zeb(xEe,'CoreOptions',689);mdb(86,23,{3:1,35:1,23:1,86:1},sjd);var jjd,kjd,ljd,mjd,njd;var v2=Aeb(xEe,'Direction',86,MI,ujd,tjd);var vjd;mdb(278,23,{3:1,35:1,23:1,278:1},Cjd);var xjd,yjd,zjd,Ajd;var w2=Aeb(xEe,'EdgeCoords',278,MI,Ejd,Djd);var 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Ewd(a,b){switch(a){case 3:wwd(this,JD(b,26));return;case 4:!this.b&&(this.b=new Wge(L3,this,4,7));uJd(this.b);!this.b&&(this.b=new Wge(L3,this,4,7));$Ed(this.b,JD(b,18));return;case 5:!this.c&&(this.c=new Wge(L3,this,5,8));uJd(this.c);!this.c&&(this.c=new Wge(L3,this,5,8));$Ed(this.c,JD(b,18));return;case 6:!this.a&&(this.a=new A3d(M3,this,6,6));uJd(this.a);!this.a&&(this.a=new A3d(M3,this,6,6));$Ed(this.a,JD(b,18));return;}pvd(this,a,b)};_.fi=function Fwd(){return ysd(),psd};_.hi=function Gwd(a){switch(a){case 3:wwd(this,null);return;case 4:!this.b&&(this.b=new Wge(L3,this,4,7));uJd(this.b);return;case 5:!this.c&&(this.c=new Wge(L3,this,5,8));uJd(this.c);return;case 6:!this.a&&(this.a=new A3d(M3,this,6,6));uJd(this.a);return;}qvd(this,a)};_.Ib=function Hwd(){return xwd(this)};var W3=zeb(NFe,'ElkEdgeImpl',271);mdb(443,2045,{109:1,343:1,170:1,443:1,105:1,94:1,93:1,57:1,114:1,52:1,100:1,117:1,118:1},Ywd);_.xh=function Zwd(a){return Jwd(this,a)};_.Ih=function $wd(a,b,c){switch(a){case 1:return this.j;case 2:return this.k;case 3:return this.b;case 4:return this.c;case 5:return !this.a&&(this.a=new VXd(K3,this,5)),this.a;case 6:return Mwd(this);case 7:if(b)return Lwd(this);return this.i;case 8:if(b)return Kwd(this);return this.f;case 9:return !this.g&&(this.g=new Wge(M3,this,9,10)),this.g;case 10:return !this.e&&(this.e=new Wge(M3,this,10,9)),this.e;case 11:return this.d;}return Jud(this,a,b,c)};_.Ph=function _wd(a,b,c){var d,e,f;switch(b){case 6:!!this.Cb&&(c=(e=this.Db>>16,e>=0?Jwd(this,c):this.Cb.Qh(this,-1-e,null,c)));return Iwd(this,JD(a,85),c);case 9:return !this.g&&(this.g=new Wge(M3,this,9,10)),sJd(this.g,a,c);case 10:return !this.e&&(this.e=new Wge(M3,this,10,9)),sJd(this.e,a,c);}return f=JD(tWd((d=JD(fud(this,16),29),!d?(ysd(),qsd):d),b),69),f.uk().xk(this,dud(this),b-yWd((ysd(),qsd)),a,c)};_.Rh=function axd(a,b,c){switch(b){case 5:return !this.a&&(this.a=new VXd(K3,this,5)),tJd(this.a,a,c);case 6:return Iwd(this,null,c);case 9:return !this.g&&(this.g=new Wge(M3,this,9,10)),tJd(this.g,a,c);case 10:return !this.e&&(this.e=new Wge(M3,this,10,9)),tJd(this.e,a,c);}return Kud(this,a,b,c)};_.Th=function bxd(a){switch(a){case 1:return this.j!=0;case 2:return this.k!=0;case 3:return this.b!=0;case 4:return this.c!=0;case 5:return !!this.a&&this.a.i!=0;case 6:return !!Mwd(this);case 7:return !!this.i;case 8:return !!this.f;case 9:return !!this.g&&this.g.i!=0;case 10:return !!this.e&&this.e.i!=0;case 11:return this.d!=null;}return Lud(this,a)};_.$h=function cxd(a,b){switch(a){case 1:Vwd(this,Reb(MD(b)));return;case 2:Wwd(this,Reb(MD(b)));return;case 3:Owd(this,Reb(MD(b)));return;case 4:Pwd(this,Reb(MD(b)));return;case 5:!this.a&&(this.a=new VXd(K3,this,5));uJd(this.a);!this.a&&(this.a=new VXd(K3,this,5));$Ed(this.a,JD(b,18));return;case 6:Twd(this,JD(b,85));return;case 7:Swd(this,JD(b,84));return;case 8:Rwd(this,JD(b,84));return;case 9:!this.g&&(this.g=new Wge(M3,this,9,10));uJd(this.g);!this.g&&(this.g=new Wge(M3,this,9,10));$Ed(this.g,JD(b,18));return;case 10:!this.e&&(this.e=new Wge(M3,this,10,9));uJd(this.e);!this.e&&(this.e=new Wge(M3,this,10,9));$Ed(this.e,JD(b,18));return;case 11:Qwd(this,OD(b));return;}Mud(this,a,b)};_.fi=function dxd(){return ysd(),qsd};_.hi=function exd(a){switch(a){case 1:Vwd(this,0);return;case 2:Wwd(this,0);return;case 3:Owd(this,0);return;case 4:Pwd(this,0);return;case 5:!this.a&&(this.a=new VXd(K3,this,5));uJd(this.a);return;case 6:Twd(this,null);return;case 7:Swd(this,null);return;case 8:Rwd(this,null);return;case 9:!this.g&&(this.g=new Wge(M3,this,9,10));uJd(this.g);return;case 10:!this.e&&(this.e=new Wge(M3,this,10,9));uJd(this.e);return;case 11:Qwd(this,null);return;}Nud(this,a)};_.Ib=function fxd(){return Xwd(this)};_.b=0;_.c=0;_.d=null;_.j=0;_.k=0;var X3=zeb(NFe,'ElkEdgeSectionImpl',443);mdb(161,118,{109:1,94:1,93:1,158:1,57:1,114:1,52:1,100:1,161:1,117:1,118:1});_.Ih=function jxd(a,b,c){var d;if(a==0){return !this.Ab&&(this.Ab=new A3d(n6,this,0,3)),this.Ab}return Isd(this,a-yWd(this.fi()),tWd((d=JD(fud(this,16),29),!d?this.fi():d),a),b,c)};_.Ph=function kxd(a,b,c){var d,e;if(b==0){return !this.Ab&&(this.Ab=new A3d(n6,this,0,3)),sJd(this.Ab,a,c)}return e=JD(tWd((d=JD(fud(this,16),29),!d?this.fi():d),b),69),e.uk().xk(this,dud(this),b-yWd(this.fi()),a,c)};_.Rh=function lxd(a,b,c){var d,e;if(b==0){return !this.Ab&&(this.Ab=new A3d(n6,this,0,3)),tJd(this.Ab,a,c)}return e=JD(tWd((d=JD(fud(this,16),29),!d?this.fi():d),b),69),e.uk().yk(this,dud(this),b-yWd(this.fi()),a,c)};_.Th=function mxd(a){var b;if(a==0){return !!this.Ab&&this.Ab.i!=0}return Jsd(this,a-yWd(this.fi()),tWd((b=JD(fud(this,16),29),!b?this.fi():b),a))};_.Wh=function nxd(a){return gxd(this,a)};_.$h=function oxd(a,b){var c;switch(a){case 0:!this.Ab&&(this.Ab=new A3d(n6,this,0,3));uJd(this.Ab);!this.Ab&&(this.Ab=new A3d(n6,this,0,3));$Ed(this.Ab,JD(b,18));return;}Ksd(this,a-yWd(this.fi()),tWd((c=JD(fud(this,16),29),!c?this.fi():c),a),b)};_.ai=function pxd(a){hud(this,128,a)};_.fi=function qxd(){return HRd(),vRd};_.hi=function rxd(a){var b;switch(a){case 0:!this.Ab&&(this.Ab=new A3d(n6,this,0,3));uJd(this.Ab);return;}Lsd(this,a-yWd(this.fi()),tWd((b=JD(fud(this,16),29),!b?this.fi():b),a))};_.mi=function sxd(){this.Bb|=1};_.ni=function txd(a){return ixd(this,a)};_.Bb=0;var s7=zeb(MFe,'EModelElementImpl',161);mdb(710,161,{109:1,94:1,93:1,469:1,158:1,57:1,114:1,52:1,100:1,161:1,117:1,118:1},Fxd);_.oi=function Gxd(a,b){return Axd(this,a,b)};_.pi=function Hxd(a){var b,c,d,e,f;if(this.a!=zVd(a)||(a.Bb&256)!=0){throw Icb(new hfb(TFe+a.zb+QFe))}for(d=xWd(a);rWd(d.a).i!=0;){c=JD(LZd(d,0,(b=JD(SFd(rWd(d.a),0),87),f=b.c,RD(f,88)?JD(f,29):(HRd(),xRd))),29);if(BVd(c)){e=zVd(c).ti().pi(c);JD(e,52)._h(a);return e}d=xWd(c)}return (a.D!=null?a.D:a.B)=='java.util.Map$Entry'?new JSd(a):new xSd(a)};_.qi=function Ixd(a,b){return Bxd(this,a,b)};_.Ih=function Jxd(a,b,c){var d;switch(a){case 0:return !this.Ab&&(this.Ab=new A3d(n6,this,0,3)),this.Ab;case 1:return this.a;}return Isd(this,a-yWd((HRd(),sRd)),tWd((d=JD(fud(this,16),29),!d?sRd:d),a),b,c)};_.Ph=function Kxd(a,b,c){var d,e;switch(b){case 0:return !this.Ab&&(this.Ab=new A3d(n6,this,0,3)),sJd(this.Ab,a,c);case 1:!!this.a&&(c=JD(this.a,52).Qh(this,4,B6,c));return yxd(this,JD(a,241),c);}return e=JD(tWd((d=JD(fud(this,16),29),!d?(HRd(),sRd):d),b),69),e.uk().xk(this,dud(this),b-yWd((HRd(),sRd)),a,c)};_.Rh=function Lxd(a,b,c){var d,e;switch(b){case 0:return !this.Ab&&(this.Ab=new A3d(n6,this,0,3)),tJd(this.Ab,a,c);case 1:return yxd(this,null,c);}return e=JD(tWd((d=JD(fud(this,16),29),!d?(HRd(),sRd):d),b),69),e.uk().yk(this,dud(this),b-yWd((HRd(),sRd)),a,c)};_.Th=function Mxd(a){var b;switch(a){case 0:return !!this.Ab&&this.Ab.i!=0;case 1:return !!this.a;}return Jsd(this,a-yWd((HRd(),sRd)),tWd((b=JD(fud(this,16),29),!b?sRd:b),a))};_.$h=function Nxd(a,b){var c;switch(a){case 0:!this.Ab&&(this.Ab=new A3d(n6,this,0,3));uJd(this.Ab);!this.Ab&&(this.Ab=new A3d(n6,this,0,3));$Ed(this.Ab,JD(b,18));return;case 1:Dxd(this,JD(b,241));return;}Ksd(this,a-yWd((HRd(),sRd)),tWd((c=JD(fud(this,16),29),!c?sRd:c),a),b)};_.fi=function Oxd(){return HRd(),sRd};_.hi=function Pxd(a){var b;switch(a){case 0:!this.Ab&&(this.Ab=new A3d(n6,this,0,3));uJd(this.Ab);return;case 1:Dxd(this,null);return;}Lsd(this,a-yWd((HRd(),sRd)),tWd((b=JD(fud(this,16),29),!b?sRd:b),a))};var uxd,vxd,wxd;var q7=zeb(MFe,'EFactoryImpl',710);mdb(1018,710,{109:1,2075:1,94:1,93:1,469:1,158:1,57:1,114:1,52:1,100:1,161:1,117:1,118:1},Rxd);_.oi=function Sxd(a,b){switch(a.fk()){case 12:return JD(b,147).Og();case 13:return qdb(b);default:throw Icb(new hfb(PFe+a.ve()+QFe));}};_.pi=function Txd(a){var b,c,d,e,f,g,h,i;switch(a.G==-1&&(a.G=(b=zVd(a),b?dXd(b.si(),a):-1)),a.G){case 4:return f=new ozd,f;case 6:return g=new Hzd,g;case 7:return h=new Wzd,h;case 8:return d=new ywd,d;case 9:return c=new evd,c;case 10:return e=new Ywd,e;case 11:return i=new gAd,i;default:throw Icb(new hfb(TFe+a.zb+QFe));}};_.qi=function Uxd(a,b){switch(a.fk()){case 13:case 12:return null;default:throw Icb(new hfb(PFe+a.ve()+QFe));}};var Z3=zeb(NFe,'ElkGraphFactoryImpl',1018);mdb(439,161,{109:1,94:1,93:1,158:1,197:1,57:1,114:1,52:1,100:1,161:1,117:1,118:1});_.Dh=function Yxd(){var a,b;b=(a=JD(fud(this,16),29),NYd(pWd(!a?this.fi():a)));return b==null?(L0d(),L0d(),K0d):new c1d(this,b)};_.Ih=function Zxd(a,b,c){var d;switch(a){case 0:return !this.Ab&&(this.Ab=new A3d(n6,this,0,3)),this.Ab;case 1:return this.ve();}return Isd(this,a-yWd(this.fi()),tWd((d=JD(fud(this,16),29),!d?this.fi():d),a),b,c)};_.Th=function $xd(a){var b;switch(a){case 0:return !!this.Ab&&this.Ab.i!=0;case 1:return this.zb!=null;}return Jsd(this,a-yWd(this.fi()),tWd((b=JD(fud(this,16),29),!b?this.fi():b),a))};_.$h=function _xd(a,b){var c;switch(a){case 0:!this.Ab&&(this.Ab=new A3d(n6,this,0,3));uJd(this.Ab);!this.Ab&&(this.Ab=new A3d(n6,this,0,3));$Ed(this.Ab,JD(b,18));return;case 1:this.ri(OD(b));return;}Ksd(this,a-yWd(this.fi()),tWd((c=JD(fud(this,16),29),!c?this.fi():c),a),b)};_.fi=function ayd(){return HRd(),wRd};_.hi=function byd(a){var b;switch(a){case 0:!this.Ab&&(this.Ab=new A3d(n6,this,0,3));uJd(this.Ab);return;case 1:this.ri(null);return;}Lsd(this,a-yWd(this.fi()),tWd((b=JD(fud(this,16),29),!b?this.fi():b),a))};_.ve=function cyd(){return this.zb};_.ri=function dyd(a){Wxd(this,a)};_.Ib=function eyd(){return Xxd(this)};_.zb=null;var w7=zeb(MFe,'ENamedElementImpl',439);mdb(184,439,{109:1,94:1,93:1,158:1,197:1,57:1,241:1,114:1,52:1,100:1,161:1,184:1,117:1,118:1,680:1},Lyd);_.xh=function Nyd(a){return xyd(this,a)};_.Ih=function Oyd(a,b,c){var d;switch(a){case 0:return !this.Ab&&(this.Ab=new A3d(n6,this,0,3)),this.Ab;case 1:return this.zb;case 2:return this.yb;case 3:return this.xb;case 4:return this.sb;case 5:return !this.rb&&(this.rb=new H3d(this,q6,this)),this.rb;case 6:return !this.vb&&(this.vb=new E3d(B6,this,6,7)),this.vb;case 7:if(b)return this.Db>>16==7?JD(this.Cb,241):null;return nyd(this);}return Isd(this,a-yWd((HRd(),ARd)),tWd((d=JD(fud(this,16),29),!d?ARd:d),a),b,c)};_.Ph=function Pyd(a,b,c){var d,e,f;switch(b){case 0:return !this.Ab&&(this.Ab=new A3d(n6,this,0,3)),sJd(this.Ab,a,c);case 4:!!this.sb&&(c=JD(this.sb,52).Qh(this,1,v6,c));return oyd(this,JD(a,469),c);case 5:return !this.rb&&(this.rb=new H3d(this,q6,this)),sJd(this.rb,a,c);case 6:return !this.vb&&(this.vb=new E3d(B6,this,6,7)),sJd(this.vb,a,c);case 7:!!this.Cb&&(c=(e=this.Db>>16,e>=0?xyd(this,c):this.Cb.Qh(this,-1-e,null,c)));return Gsd(this,a,7,c);}return f=JD(tWd((d=JD(fud(this,16),29),!d?(HRd(),ARd):d),b),69),f.uk().xk(this,dud(this),b-yWd((HRd(),ARd)),a,c)};_.Rh=function Qyd(a,b,c){var d,e;switch(b){case 0:return !this.Ab&&(this.Ab=new A3d(n6,this,0,3)),tJd(this.Ab,a,c);case 4:return oyd(this,null,c);case 5:return !this.rb&&(this.rb=new H3d(this,q6,this)),tJd(this.rb,a,c);case 6:return !this.vb&&(this.vb=new E3d(B6,this,6,7)),tJd(this.vb,a,c);case 7:return Gsd(this,null,7,c);}return e=JD(tWd((d=JD(fud(this,16),29),!d?(HRd(),ARd):d),b),69),e.uk().yk(this,dud(this),b-yWd((HRd(),ARd)),a,c)};_.Th=function Ryd(a){var b;switch(a){case 0:return !!this.Ab&&this.Ab.i!=0;case 1:return this.zb!=null;case 2:return this.yb!=null;case 3:return this.xb!=null;case 4:return !!this.sb;case 5:return !!this.rb&&this.rb.i!=0;case 6:return !!this.vb&&this.vb.i!=0;case 7:return !!nyd(this);}return Jsd(this,a-yWd((HRd(),ARd)),tWd((b=JD(fud(this,16),29),!b?ARd:b),a))};_.Wh=function Syd(a){var b;b=zyd(this,a);return b?b:gxd(this,a)};_.$h=function Tyd(a,b){var c;switch(a){case 0:!this.Ab&&(this.Ab=new A3d(n6,this,0,3));uJd(this.Ab);!this.Ab&&(this.Ab=new A3d(n6,this,0,3));$Ed(this.Ab,JD(b,18));return;case 1:Wxd(this,OD(b));return;case 2:Kyd(this,OD(b));return;case 3:Jyd(this,OD(b));return;case 4:Iyd(this,JD(b,469));return;case 5:!this.rb&&(this.rb=new H3d(this,q6,this));uJd(this.rb);!this.rb&&(this.rb=new H3d(this,q6,this));$Ed(this.rb,JD(b,18));return;case 6:!this.vb&&(this.vb=new E3d(B6,this,6,7));uJd(this.vb);!this.vb&&(this.vb=new E3d(B6,this,6,7));$Ed(this.vb,JD(b,18));return;}Ksd(this,a-yWd((HRd(),ARd)),tWd((c=JD(fud(this,16),29),!c?ARd:c),a),b)};_.bi=function Uyd(a){var b,c;if(!!a&&!!this.rb){for(c=new fKd(this.rb);c.e!=c.i.gc();){b=dKd(c);RD(b,360)&&(JD(b,360).w=null)}}hud(this,64,a)};_.fi=function Vyd(){return HRd(),ARd};_.hi=function Wyd(a){var b;switch(a){case 0:!this.Ab&&(this.Ab=new A3d(n6,this,0,3));uJd(this.Ab);return;case 1:Wxd(this,null);return;case 2:Kyd(this,null);return;case 3:Jyd(this,null);return;case 4:Iyd(this,null);return;case 5:!this.rb&&(this.rb=new H3d(this,q6,this));uJd(this.rb);return;case 6:!this.vb&&(this.vb=new E3d(B6,this,6,7));uJd(this.vb);return;}Lsd(this,a-yWd((HRd(),ARd)),tWd((b=JD(fud(this,16),29),!b?ARd:b),a))};_.mi=function Xyd(){yyd(this)};_.si=function Yyd(){return !this.rb&&(this.rb=new H3d(this,q6,this)),this.rb};_.ti=function Zyd(){return 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A3d(n6,this,0,3));$Ed(this.Ab,JD(b,18));return;case 1:AUd(this,OD(b));return;case 2:ZTd(this,Odb(LD(b)));return;case 3:$Td(this,Odb(LD(b)));return;case 4:YTd(this,JD(b,15).a);return;case 5:this.Xk(JD(b,15).a);return;case 8:WTd(this,JD(b,143));return;case 9:d=VTd(this,JD(b,87),null);!!d&&d.mj();return;case 10:vUd(this,Odb(LD(b)));return;case 11:DUd(this,Odb(LD(b)));return;case 12:BUd(this,Odb(LD(b)));return;case 13:wUd(this,OD(b));return;case 15:CUd(this,Odb(LD(b)));return;case 16:yUd(this,Odb(LD(b)));return;}Ksd(this,a-yWd(this.fi()),tWd((c=JD(fud(this,16),29),!c?this.fi():c),a),b)};_.fi=function MUd(){return HRd(),ERd};_.hi=function NUd(a){var b,c;switch(a){case 0:!this.Ab&&(this.Ab=new A3d(n6,this,0,3));uJd(this.Ab);return;case 1:RD(this.Cb,88)&&tYd(wWd(JD(this.Cb,88)),4);Wxd(this,null);return;case 2:ZTd(this,true);return;case 3:$Td(this,true);return;case 4:YTd(this,0);return;case 5:this.Xk(1);return;case 8:WTd(this,null);return;case 9:c=VTd(this,null,null);!!c&&c.mj();return;case 10:vUd(this,true);return;case 11:DUd(this,false);return;case 12:BUd(this,false);return;case 13:this.i=null;xUd(this,null);return;case 15:CUd(this,false);return;case 16:yUd(this,false);return;}Lsd(this,a-yWd(this.fi()),tWd((b=JD(fud(this,16),29),!b?this.fi():b),a))};_.mi=function OUd(){yde(Oce((jie(),hie),this));UTd(this);this.Bb|=1};_.nk=function PUd(){return this.f};_.gk=function QUd(){return rUd(this)};_.ok=function RUd(){return sUd(this)};_.sk=function SUd(){return null};_.Yk=function TUd(){return this.k};_.Jj=function UUd(){return this.n};_.tk=function VUd(){return tUd(this)};_.uk=function WUd(){var a,b,c,d,e,f,g,h,i;if(!this.p){c=sUd(this);(c.i==null&&pWd(c),c.i).length;d=this.sk();!!d&&yWd(sUd(d));e=UTd(this);g=e.ik();a=!g?null:(g.i&1)!=0?g==Fcb?GI:g==cE?UI:g==bE?QI:g==aE?LI:g==dE?XI:g==Ecb?cJ:g==$D?HI:II:g;b=rUd(this);h=e.gk();Khe(this);(this.Bb&Pte)!=0&&(!!(f=Rce((jie(),hie),c))&&f!=this||!!(f=xde(Oce(hie,this))))?(this.p=new X4d(this,f)):this.Hk()?this.$k()?!d?(this.Bb&YHe)!=0?!a?this._k()?(this.p=new g5d(42,this)):(this.p=new g5d(0,this)):a==LK?(this.p=new e5d(50,W5,this)):this._k()?(this.p=new e5d(43,a,this)):(this.p=new e5d(1,a,this)):!a?this._k()?(this.p=new g5d(44,this)):(this.p=new g5d(2,this)):a==LK?(this.p=new e5d(41,W5,this)):this._k()?(this.p=new e5d(45,a,this)):(this.p=new e5d(3,a,this)):(this.Bb&YHe)!=0?!a?this._k()?(this.p=new h5d(46,this,d)):(this.p=new h5d(4,this,d)):this._k()?(this.p=new f5d(47,a,this,d)):(this.p=new f5d(5,a,this,d)):!a?this._k()?(this.p=new h5d(48,this,d)):(this.p=new h5d(6,this,d)):this._k()?(this.p=new f5d(49,a,this,d)):(this.p=new f5d(7,a,this,d)):RD(e,159)?a==Rab?(this.p=new g5d(40,this)):(this.Bb&512)!=0?(this.Bb&YHe)!=0?!a?(this.p=new g5d(8,this)):(this.p=new e5d(9,a,this)):!a?(this.p=new g5d(10,this)):(this.p=new e5d(11,a,this)):(this.Bb&YHe)!=0?!a?(this.p=new g5d(12,this)):(this.p=new e5d(13,a,this)):!a?(this.p=new g5d(14,this)):(this.p=new e5d(15,a,this)):!d?this._k()?(this.Bb&YHe)!=0?!a?(this.p=new g5d(16,this)):(this.p=new e5d(17,a,this)):!a?(this.p=new g5d(18,this)):(this.p=new e5d(19,a,this)):(this.Bb&YHe)!=0?!a?(this.p=new g5d(20,this)):(this.p=new e5d(21,a,this)):!a?(this.p=new g5d(22,this)):(this.p=new e5d(23,a,this)):(i=d.t,i>1||i==-1?this._k()?(this.Bb&YHe)!=0?!a?(this.p=new h5d(24,this,d)):(this.p=new f5d(25,a,this,d)):!a?(this.p=new h5d(26,this,d)):(this.p=new f5d(27,a,this,d)):(this.Bb&YHe)!=0?!a?(this.p=new h5d(28,this,d)):(this.p=new f5d(29,a,this,d)):!a?(this.p=new h5d(30,this,d)):(this.p=new f5d(31,a,this,d)):this._k()?(this.Bb&YHe)!=0?!a?(this.p=new h5d(32,this,d)):(this.p=new f5d(33,a,this,d)):!a?(this.p=new h5d(34,this,d)):(this.p=new f5d(35,a,this,d)):(this.Bb&YHe)!=0?!a?(this.p=new h5d(36,this,d)):(this.p=new f5d(37,a,this,d)):!a?(this.p=new h5d(38,this,d)):(this.p=new f5d(39,a,this,d))):this.Zk()?this._k()?(this.p=new I5d(JD(e,29),this,d)):(this.p=new A5d(JD(e,29),this,d)):RD(e,159)?a==Rab?(this.p=new g5d(40,this)):(this.Bb&YHe)!=0?!a?(this.p=new H6d(JD(e,159),b,h,this)):(this.p=new J6d(b,h,this,($5d(),g==cE?W5d:g==Fcb?R5d:g==dE?X5d:g==bE?V5d:g==aE?U5d:g==Ecb?Z5d:g==$D?S5d:g==_D?T5d:Y5d))):!a?(this.p=new A6d(JD(e,159),b,h,this)):(this.p=new C6d(b,h,this,($5d(),g==cE?W5d:g==Fcb?R5d:g==dE?X5d:g==bE?V5d:g==aE?U5d:g==Ecb?Z5d:g==$D?S5d:g==_D?T5d:Y5d))):this.$k()?!d?(this.Bb&YHe)!=0?this._k()?(this.p=new b7d(JD(e,29),this)):(this.p=new _6d(JD(e,29),this)):this._k()?(this.p=new Z6d(JD(e,29),this)):(this.p=new X6d(JD(e,29),this)):(this.Bb&YHe)!=0?this._k()?(this.p=new j7d(JD(e,29),this,d)):(this.p=new h7d(JD(e,29),this,d)):this._k()?(this.p=new f7d(JD(e,29),this,d)):(this.p=new d7d(JD(e,29),this,d)):this._k()?!d?(this.Bb&YHe)!=0?(this.p=new n7d(JD(e,29),this)):(this.p=new l7d(JD(e,29),this)):(this.Bb&YHe)!=0?(this.p=new r7d(JD(e,29),this,d)):(this.p=new p7d(JD(e,29),this,d)):!d?(this.Bb&YHe)!=0?(this.p=new t7d(JD(e,29),this)):(this.p=new L6d(JD(e,29),this)):(this.Bb&YHe)!=0?(this.p=new x7d(JD(e,29),this,d)):(this.p=new v7d(JD(e,29),this,d))}return this.p};_.pk=function XUd(){return (this.Bb&GHe)!=0};_.Zk=function YUd(){return false};_.$k=function ZUd(){return false};_.qk=function $Ud(){return (this.Bb&Pte)!=0};_.vk=function _Ud(){return uUd(this)};_._k=function aVd(){return false};_.rk=function bVd(){return (this.Bb&YHe)!=0};_.al=function cVd(a){this.k=a};_.ri=function dVd(a){AUd(this,a)};_.Ib=function eVd(){return EUd(this)};_.e=false;_.n=0;var A8=zeb(MFe,'EStructuralFeatureImpl',451);mdb(335,451,{109:1,94:1,93:1,38:1,158:1,197:1,57:1,179:1,69:1,114:1,470:1,52:1,100:1,335:1,161:1,451:1,293:1,117:1,118:1,682:1},kVd);_.Ih=function lVd(a,b,c){var d,e;switch(a){case 0:return !this.Ab&&(this.Ab=new A3d(n6,this,0,3)),this.Ab;case 1:return this.zb;case 2:return Ndb(),(this.Bb&256)!=0?true:false;case 3:return Ndb(),(this.Bb&512)!=0?true:false;case 4:return zfb(this.s);case 5:return zfb(this.t);case 6:return Ndb(),hVd(this)?true:false;case 7:return Ndb(),e=this.s,e>=1?true:false;case 8:if(b)return UTd(this);return this.r;case 9:return this.q;case 10:return Ndb(),(this.Bb&GHe)!=0?true:false;case 11:return Ndb(),(this.Bb&Mte)!=0?true:false;case 12:return Ndb(),(this.Bb&qve)!=0?true:false;case 13:return this.j;case 14:return rUd(this);case 15:return Ndb(),(this.Bb&YHe)!=0?true:false;case 16:return Ndb(),(this.Bb&Pte)!=0?true:false;case 17:return sUd(this);case 18:return Ndb(),(this.Bb&KFe)!=0?true:false;case 19:if(b)return gVd(this);return fVd(this);}return Isd(this,a-yWd((HRd(),lRd)),tWd((d=JD(fud(this,16),29),!d?lRd:d),a),b,c)};_.Th=function mVd(a){var b,c;switch(a){case 0:return !!this.Ab&&this.Ab.i!=0;case 1:return this.zb!=null;case 2:return (this.Bb&256)==0;case 3:return (this.Bb&512)==0;case 4:return this.s!=0;case 5:return this.t!=1;case 6:return hVd(this);case 7:return c=this.s,c>=1;case 8:return !!this.r&&!this.q.e&&h0d(this.q).i==0;case 9:return !!this.q&&!(!!this.r&&!this.q.e&&h0d(this.q).i==0);case 10:return (this.Bb&GHe)==0;case 11:return (this.Bb&Mte)!=0;case 12:return (this.Bb&qve)!=0;case 13:return this.j!=null;case 14:return rUd(this)!=null;case 15:return (this.Bb&YHe)!=0;case 16:return (this.Bb&Pte)!=0;case 17:return !!sUd(this);case 18:return (this.Bb&KFe)!=0;case 19:return !!fVd(this);}return Jsd(this,a-yWd((HRd(),lRd)),tWd((b=JD(fud(this,16),29),!b?lRd:b),a))};_.$h=function nVd(a,b){var c,d;switch(a){case 0:!this.Ab&&(this.Ab=new A3d(n6,this,0,3));uJd(this.Ab);!this.Ab&&(this.Ab=new A3d(n6,this,0,3));$Ed(this.Ab,JD(b,18));return;case 1:AUd(this,OD(b));return;case 2:ZTd(this,Odb(LD(b)));return;case 3:$Td(this,Odb(LD(b)));return;case 4:YTd(this,JD(b,15).a);return;case 5:jVd(this,JD(b,15).a);return;case 8:WTd(this,JD(b,143));return;case 9:d=VTd(this,JD(b,87),null);!!d&&d.mj();return;case 10:vUd(this,Odb(LD(b)));return;case 11:DUd(this,Odb(LD(b)));return;case 12:BUd(this,Odb(LD(b)));return;case 13:wUd(this,OD(b));return;case 15:CUd(this,Odb(LD(b)));return;case 16:yUd(this,Odb(LD(b)));return;case 18:iVd(this,Odb(LD(b)));return;}Ksd(this,a-yWd((HRd(),lRd)),tWd((c=JD(fud(this,16),29),!c?lRd:c),a),b)};_.fi=function oVd(){return HRd(),lRd};_.hi=function pVd(a){var b,c;switch(a){case 0:!this.Ab&&(this.Ab=new A3d(n6,this,0,3));uJd(this.Ab);return;case 1:RD(this.Cb,88)&&tYd(wWd(JD(this.Cb,88)),4);Wxd(this,null);return;case 2:ZTd(this,true);return;case 3:$Td(this,true);return;case 4:YTd(this,0);return;case 5:this.b=0;_Td(this,1);return;case 8:WTd(this,null);return;case 9:c=VTd(this,null,null);!!c&&c.mj();return;case 10:vUd(this,true);return;case 11:DUd(this,false);return;case 12:BUd(this,false);return;case 13:this.i=null;xUd(this,null);return;case 15:CUd(this,false);return;case 16:yUd(this,false);return;case 18:iVd(this,false);return;}Lsd(this,a-yWd((HRd(),lRd)),tWd((b=JD(fud(this,16),29),!b?lRd:b),a))};_.mi=function qVd(){gVd(this);yde(Oce((jie(),hie),this));UTd(this);this.Bb|=1};_.Hk=function rVd(){return hVd(this)};_.Wk=function sVd(a,b){this.b=0;this.a=null;return XTd(this,a,b)};_.Xk=function tVd(a){jVd(this,a)};_.Ib=function uVd(){var a;if((this.Db&64)!=0)return EUd(this);a=new Zgb(EUd(this));a.a+=' (iD: ';Vgb(a,(this.Bb&KFe)!=0);a.a+=')';return a.a};_.b=0;var U6=zeb(MFe,'EAttributeImpl',335);mdb(360,439,{109:1,94:1,93:1,143:1,158:1,197:1,57:1,114:1,52:1,100:1,360:1,161:1,117:1,118:1,681:1});_.bl=function LVd(a){return a.Ah()==this};_.xh=function MVd(a){return yVd(this,a)};_.yh=function NVd(a,b){this.w=null;this.Db=b<<16|this.Db&255;this.Cb=a};_.Ih=function OVd(a,b,c){var d;switch(a){case 0:return !this.Ab&&(this.Ab=new A3d(n6,this,0,3)),this.Ab;case 1:return this.zb;case 2:return this.D!=null?this.D:this.B;case 3:return BVd(this);case 4:return this.gk();case 5:return this.F;case 6:if(b)return zVd(this);return vVd(this);case 7:return !this.A&&(this.A=new gge(H6,this,7)),this.A;}return Isd(this,a-yWd(this.fi()),tWd((d=JD(fud(this,16),29),!d?this.fi():d),a),b,c)};_.Ph=function PVd(a,b,c){var d,e,f;switch(b){case 0:return !this.Ab&&(this.Ab=new A3d(n6,this,0,3)),sJd(this.Ab,a,c);case 6:!!this.Cb&&(c=(e=this.Db>>16,e>=0?yVd(this,c):this.Cb.Qh(this,-1-e,null,c)));return Gsd(this,a,6,c);}return f=JD(tWd((d=JD(fud(this,16),29),!d?this.fi():d),b),69),f.uk().xk(this,dud(this),b-yWd(this.fi()),a,c)};_.Rh=function QVd(a,b,c){var d,e;switch(b){case 0:return !this.Ab&&(this.Ab=new A3d(n6,this,0,3)),tJd(this.Ab,a,c);case 6:return Gsd(this,null,6,c);case 7:return !this.A&&(this.A=new gge(H6,this,7)),tJd(this.A,a,c);}return e=JD(tWd((d=JD(fud(this,16),29),!d?this.fi():d),b),69),e.uk().yk(this,dud(this),b-yWd(this.fi()),a,c)};_.Th=function RVd(a){var b;switch(a){case 0:return !!this.Ab&&this.Ab.i!=0;case 1:return this.zb!=null;case 2:return this.D!=null&&this.D==this.F;case 3:return !!BVd(this);case 4:return this.gk()!=null;case 5:return this.F!=null&&this.F!=this.D&&this.F!=this.B;case 6:return !!vVd(this);case 7:return !!this.A&&this.A.i!=0;}return Jsd(this,a-yWd(this.fi()),tWd((b=JD(fud(this,16),29),!b?this.fi():b),a))};_.$h=function SVd(a,b){var c;switch(a){case 0:!this.Ab&&(this.Ab=new A3d(n6,this,0,3));uJd(this.Ab);!this.Ab&&(this.Ab=new A3d(n6,this,0,3));$Ed(this.Ab,JD(b,18));return;case 1:JVd(this,OD(b));return;case 2:GVd(this,OD(b));return;case 5:IVd(this,OD(b));return;case 7:!this.A&&(this.A=new gge(H6,this,7));uJd(this.A);!this.A&&(this.A=new gge(H6,this,7));$Ed(this.A,JD(b,18));return;}Ksd(this,a-yWd(this.fi()),tWd((c=JD(fud(this,16),29),!c?this.fi():c),a),b)};_.fi=function TVd(){return HRd(),nRd};_.hi=function UVd(a){var b;switch(a){case 0:!this.Ab&&(this.Ab=new A3d(n6,this,0,3));uJd(this.Ab);return;case 1:RD(this.Cb,184)&&(JD(this.Cb,184).tb=null);Wxd(this,null);return;case 2:wVd(this,null);xVd(this,this.D);return;case 5:IVd(this,null);return;case 7:!this.A&&(this.A=new 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1:(!this.c&&(this.c=new See(this,0)),JD(JD(pee(this.c,(lke(),Qje)),163),219)).Wb(b);return;case 2:!this.b&&(this.b=new See(this,2));Bee(this.b,b);return;case 3:Eke(this,OD(b));return;case 4:Eke(this,Fhe(this.a,b));return;case 5:Dke(this,JD(b,159));return;}Ksd(this,a-yWd((lke(),cke)),tWd((this.j&2)==0?cke:(!this.k&&(this.k=new dSd),this.k).Lk(),a),b)};_.fi=function Jke(){return lke(),cke};_.hi=function Kke(a){switch(a){case 0:!this.c&&(this.c=new See(this,0));uJd(this.c);return;case 1:(!this.c&&(this.c=new See(this,0)),JD(pee(this.c,(lke(),Qje)),163)).$b();return;case 2:!this.b&&(this.b=new See(this,2));uJd(this.b);return;case 3:!this.c&&(this.c=new See(this,0));Dee(this.c,(lke(),dke),null);return;case 4:Eke(this,Fhe(this.a,null));return;case 5:this.a=null;return;}Lsd(this,a-yWd((lke(),cke)),tWd((this.j&2)==0?cke:(!this.k&&(this.k=new dSd),this.k).Lk(),a))};var ibb=zeb(fJe,'SimpleAnyTypeImpl',672);mdb(673,501,{109:1,94:1,93:1,57:1,52:1,100:1,2083:1,673:1},Lke);_.Ih=function Mke(a,b,c){switch(a){case 0:if(c)return !this.a&&(this.a=new See(this,0)),this.a;return !this.a&&(this.a=new See(this,0)),this.a.b;case 1:return c?(!this.b&&(this.b=new BTd((HRd(),DRd),K7,this,1)),this.b):(!this.b&&(this.b=new BTd((HRd(),DRd),K7,this,1)),fMd(this.b));case 2:return c?(!this.c&&(this.c=new BTd((HRd(),DRd),K7,this,2)),this.c):(!this.c&&(this.c=new BTd((HRd(),DRd),K7,this,2)),fMd(this.c));case 3:return !this.a&&(this.a=new See(this,0)),pee(this.a,(lke(),gke));case 4:return !this.a&&(this.a=new See(this,0)),pee(this.a,(lke(),hke));case 5:return !this.a&&(this.a=new See(this,0)),pee(this.a,(lke(),jke));case 6:return !this.a&&(this.a=new See(this,0)),pee(this.a,(lke(),kke));}return Isd(this,a-yWd((lke(),fke)),tWd((this.j&2)==0?fke:(!this.k&&(this.k=new dSd),this.k).Lk(),a),b,c)};_.Rh=function Nke(a,b,c){var d;switch(b){case 0:return !this.a&&(this.a=new See(this,0)),Zde(this.a,a,c);case 1:return !this.b&&(this.b=new BTd((HRd(),DRd),K7,this,1)),zTd(this.b,a,c);case 2:return !this.c&&(this.c=new BTd((HRd(),DRd),K7,this,2)),zTd(this.c,a,c);case 5:return !this.a&&(this.a=new See(this,0)),zie(pee(this.a,(lke(),jke)),a,c);}return d=JD(tWd((this.j&2)==0?(lke(),fke):(!this.k&&(this.k=new dSd),this.k).Lk(),b),69),d.uk().yk(this,ftd(this),b-yWd((lke(),fke)),a,c)};_.Th=function Oke(a){switch(a){case 0:return !!this.a&&this.a.i!=0;case 1:return !!this.b&&this.b.f!=0;case 2:return !!this.c&&this.c.f!=0;case 3:return !this.a&&(this.a=new See(this,0)),!Bie(pee(this.a,(lke(),gke)));case 4:return !this.a&&(this.a=new See(this,0)),!Bie(pee(this.a,(lke(),hke)));case 5:return !this.a&&(this.a=new See(this,0)),!Bie(pee(this.a,(lke(),jke)));case 6:return !this.a&&(this.a=new See(this,0)),!Bie(pee(this.a,(lke(),kke)));}return Jsd(this,a-yWd((lke(),fke)),tWd((this.j&2)==0?fke:(!this.k&&(this.k=new dSd),this.k).Lk(),a))};_.$h=function Pke(a,b){switch(a){case 0:!this.a&&(this.a=new See(this,0));Bee(this.a,b);return;case 1:!this.b&&(this.b=new BTd((HRd(),DRd),K7,this,1));ATd(this.b,b);return;case 2:!this.c&&(this.c=new BTd((HRd(),DRd),K7,this,2));ATd(this.c,b);return;case 3:!this.a&&(this.a=new See(this,0));Aie(pee(this.a,(lke(),gke)));!this.a&&(this.a=new See(this,0));yie(pee(this.a,gke),JD(b,18));return;case 4:!this.a&&(this.a=new See(this,0));Aie(pee(this.a,(lke(),hke)));!this.a&&(this.a=new See(this,0));yie(pee(this.a,hke),JD(b,18));return;case 5:!this.a&&(this.a=new See(this,0));Aie(pee(this.a,(lke(),jke)));!this.a&&(this.a=new See(this,0));yie(pee(this.a,jke),JD(b,18));return;case 6:!this.a&&(this.a=new See(this,0));Aie(pee(this.a,(lke(),kke)));!this.a&&(this.a=new See(this,0));yie(pee(this.a,kke),JD(b,18));return;}Ksd(this,a-yWd((lke(),fke)),tWd((this.j&2)==0?fke:(!this.k&&(this.k=new dSd),this.k).Lk(),a),b)};_.fi=function Qke(){return lke(),fke};_.hi=function Rke(a){switch(a){case 0:!this.a&&(this.a=new See(this,0));uJd(this.a);return;case 1:!this.b&&(this.b=new BTd((HRd(),DRd),K7,this,1));this.b.c.$b();return;case 2:!this.c&&(this.c=new BTd((HRd(),DRd),K7,this,2));this.c.c.$b();return;case 3:!this.a&&(this.a=new See(this,0));Aie(pee(this.a,(lke(),gke)));return;case 4:!this.a&&(this.a=new See(this,0));Aie(pee(this.a,(lke(),hke)));return;case 5:!this.a&&(this.a=new See(this,0));Aie(pee(this.a,(lke(),jke)));return;case 6:!this.a&&(this.a=new See(this,0));Aie(pee(this.a,(lke(),kke)));return;}Lsd(this,a-yWd((lke(),fke)),tWd((this.j&2)==0?fke:(!this.k&&(this.k=new dSd),this.k).Lk(),a))};_.Ib=function Ske(){var a;if((this.j&4)!=0)return jtd(this);a=new Zgb(jtd(this));a.a+=' (mixed: ';Tgb(a,this.a);a.a+=')';return a.a};var jbb=zeb(fJe,'XMLTypeDocumentRootImpl',673);mdb(1990,710,{109:1,94:1,93:1,469:1,158:1,57:1,114:1,52:1,100:1,161:1,117:1,118:1,2084:1},ple);_.oi=function qle(a,b){switch(a.fk()){case 7:case 8:case 9:case 10:case 16:case 22:case 23:case 24:case 25:case 26:case 32:case 33:case 34:case 36:case 37:case 44:case 45:case 50:case 51:case 53:case 55:case 56:case 57:case 58:case 60:case 61:case 4:return b==null?null:qdb(b);case 19:case 28:case 29:case 35:case 38:case 39:case 41:case 46:case 52:case 54:case 5:return OD(b);case 6:return Zke(JD(b,195));case 12:case 47:case 49:case 11:return Axd(this,a,b);case 13:return b==null?null:Fhb(JD(b,247));case 15:case 14:return b==null?null:$ke(Reb(MD(b)));case 17:return _ke((lke(),b));case 18:return _ke(b);case 21:case 20:return b==null?null:ale(JD(b,164).a);case 27:return ble(JD(b,195));case 30:return cle((lke(),JD(b,16)));case 31:return cle(JD(b,16));case 40:return fle((lke(),b));case 42:return dle((lke(),b));case 43:return dle(b);case 59:case 48:return ele((lke(),b));default:throw Icb(new hfb(PFe+a.ve()+QFe));}};_.pi=function rle(a){var b,c,d,e,f;switch(a.G==-1&&(a.G=(c=zVd(a),c?dXd(c.si(),a):-1)),a.G){case 0:return b=new mke,b;case 1:return d=new wke,d;case 2:return e=new Fke,e;case 3:return f=new Lke,f;default:throw Icb(new hfb(TFe+a.zb+QFe));}};_.qi=function sle(a,b){var c,d,e,f,g,h,i,j,k,l,m,n,o,p,q,r;switch(a.fk()){case 5:case 52:case 4:return b;case 6:return gle(b);case 8:case 7:return b==null?null:Yke(b);case 9:return b==null?null:feb(Vdb((d=lse(b,true),d.length>0&&(RDb(0,d.length),d.charCodeAt(0)==43)?(RDb(1,d.length+1),d.substr(1)):d),-128,127)<<24>>24);case 10:return b==null?null:feb(Vdb((e=lse(b,true),e.length>0&&(RDb(0,e.length),e.charCodeAt(0)==43)?(RDb(1,e.length+1),e.substr(1)):e),-128,127)<<24>>24);case 11:return OD(Bxd(this,(lke(),Tje),b));case 12:return OD(Bxd(this,(lke(),Uje),b));case 13:return b==null?null:new Ihb(lse(b,true));case 15:case 14:return hle(b);case 16:return OD(Bxd(this,(lke(),Vje),b));case 17:return ile((lke(),b));case 18:return ile(b);case 28:case 29:case 35:case 38:case 39:case 41:case 54:case 19:return lse(b,true);case 21:case 20:return jle(b);case 22:return OD(Bxd(this,(lke(),Wje),b));case 23:return OD(Bxd(this,(lke(),Xje),b));case 24:return OD(Bxd(this,(lke(),Yje),b));case 25:return OD(Bxd(this,(lke(),Zje),b));case 26:return OD(Bxd(this,(lke(),$je),b));case 27:return kle(b);case 30:return lle((lke(),b));case 31:return lle(b);case 32:return b==null?null:zfb(Vdb((k=lse(b,true),k.length>0&&(RDb(0,k.length),k.charCodeAt(0)==43)?(RDb(1,k.length+1),k.substr(1)):k),rue,lte));case 33:return b==null?null:new lib((l=lse(b,true),l.length>0&&(RDb(0,l.length),l.charCodeAt(0)==43)?(RDb(1,l.length+1),l.substr(1)):l));case 34:return b==null?null:zfb(Vdb((m=lse(b,true),m.length>0&&(RDb(0,m.length),m.charCodeAt(0)==43)?(RDb(1,m.length+1),m.substr(1)):m),rue,lte));case 36:return b==null?null:Ofb(Wdb((n=lse(b,true),n.length>0&&(RDb(0,n.length),n.charCodeAt(0)==43)?(RDb(1,n.length+1),n.substr(1)):n)));case 37:return b==null?null:Ofb(Wdb((o=lse(b,true),o.length>0&&(RDb(0,o.length),o.charCodeAt(0)==43)?(RDb(1,o.length+1),o.substr(1)):o)));case 40:return ole((lke(),b));case 42:return mle((lke(),b));case 43:return mle(b);case 44:return b==null?null:new lib((p=lse(b,true),p.length>0&&(RDb(0,p.length),p.charCodeAt(0)==43)?(RDb(1,p.length+1),p.substr(1)):p));case 45:return b==null?null:new lib((q=lse(b,true),q.length>0&&(RDb(0,q.length),q.charCodeAt(0)==43)?(RDb(1,q.length+1),q.substr(1)):q));case 46:return lse(b,false);case 47:return OD(Bxd(this,(lke(),_je),b));case 59:case 48:return nle((lke(),b));case 49:return OD(Bxd(this,(lke(),bke),b));case 50:return b==null?null:igb(Vdb((r=lse(b,true),r.length>0&&(RDb(0,r.length),r.charCodeAt(0)==43)?(RDb(1,r.length+1),r.substr(1)):r),vIe,32767)<<16>>16);case 51:return b==null?null:igb(Vdb((f=lse(b,true),f.length>0&&(RDb(0,f.length),f.charCodeAt(0)==43)?(RDb(1,f.length+1),f.substr(1)):f),vIe,32767)<<16>>16);case 53:return OD(Bxd(this,(lke(),eke),b));case 55:return b==null?null:igb(Vdb((g=lse(b,true),g.length>0&&(RDb(0,g.length),g.charCodeAt(0)==43)?(RDb(1,g.length+1),g.substr(1)):g),vIe,32767)<<16>>16);case 56:return b==null?null:igb(Vdb((h=lse(b,true),h.length>0&&(RDb(0,h.length),h.charCodeAt(0)==43)?(RDb(1,h.length+1),h.substr(1)):h),vIe,32767)<<16>>16);case 57:return b==null?null:Ofb(Wdb((i=lse(b,true),i.length>0&&(RDb(0,i.length),i.charCodeAt(0)==43)?(RDb(1,i.length+1),i.substr(1)):i)));case 58:return b==null?null:Ofb(Wdb((j=lse(b,true),j.length>0&&(RDb(0,j.length),j.charCodeAt(0)==43)?(RDb(1,j.length+1),j.substr(1)):j)));case 60:return b==null?null:zfb(Vdb((c=lse(b,true),c.length>0&&(RDb(0,c.length),c.charCodeAt(0)==43)?(RDb(1,c.length+1),c.substr(1)):c),rue,lte));case 61:return b==null?null:zfb(Vdb(lse(b,true),rue,lte));default:throw Icb(new hfb(PFe+a.ve()+QFe));}};var Tke,Uke,Vke,Wke;var kbb=zeb(fJe,'XMLTypeFactoryImpl',1990);mdb(582,184,{109:1,94:1,93:1,158:1,197:1,57:1,241:1,114:1,52:1,100:1,161:1,184:1,117:1,118:1,680:1,2006:1,582:1},zle);_.N=false;_.O=false;var ule=false;var jcb=zeb(fJe,'XMLTypePackageImpl',582);mdb(1923,1,{835:1},Cle);_.Ik=function Dle(){return pse(),ose};var vbb=zeb(fJe,'XMLTypePackageImpl/1',1923);mdb(1932,1,IIe,Ele);_.dk=function Fle(a){return VD(a)};_.ek=function Gle(a){return SC(hJ,Ote,2,a,6,1)};var lbb=zeb(fJe,'XMLTypePackageImpl/10',1932);mdb(1933,1,IIe,Hle);_.dk=function Ile(a){return VD(a)};_.ek=function Jle(a){return SC(hJ,Ote,2,a,6,1)};var mbb=zeb(fJe,'XMLTypePackageImpl/11',1933);mdb(1934,1,IIe,Kle);_.dk=function Lle(a){return VD(a)};_.ek=function Mle(a){return SC(hJ,Ote,2,a,6,1)};var nbb=zeb(fJe,'XMLTypePackageImpl/12',1934);mdb(1935,1,IIe,Nle);_.dk=function Ole(a){return TD(a)};_.ek=function Ple(a){return SC(LI,Ote,346,a,7,1)};var obb=zeb(fJe,'XMLTypePackageImpl/13',1935);mdb(1936,1,IIe,Qle);_.dk=function Rle(a){return VD(a)};_.ek=function Sle(a){return SC(hJ,Ote,2,a,6,1)};var pbb=zeb(fJe,'XMLTypePackageImpl/14',1936);mdb(1937,1,IIe,Tle);_.dk=function Ule(a){return RD(a,16)};_.ek=function Vle(a){return SC(HK,Twe,16,a,0,1)};var qbb=zeb(fJe,'XMLTypePackageImpl/15',1937);mdb(1938,1,IIe,Wle);_.dk=function Xle(a){return RD(a,16)};_.ek=function Yle(a){return SC(HK,Twe,16,a,0,1)};var rbb=zeb(fJe,'XMLTypePackageImpl/16',1938);mdb(1939,1,IIe,Zle);_.dk=function $le(a){return VD(a)};_.ek=function _le(a){return SC(hJ,Ote,2,a,6,1)};var sbb=zeb(fJe,'XMLTypePackageImpl/17',1939);mdb(1940,1,IIe,ame);_.dk=function bme(a){return RD(a,164)};_.ek=function cme(a){return SC(QI,Ote,164,a,0,1)};var tbb=zeb(fJe,'XMLTypePackageImpl/18',1940);mdb(1941,1,IIe,dme);_.dk=function eme(a){return VD(a)};_.ek=function fme(a){return SC(hJ,Ote,2,a,6,1)};var ubb=zeb(fJe,'XMLTypePackageImpl/19',1941);mdb(1924,1,IIe,gme);_.dk=function hme(a){return RD(a,841)};_.ek=function ime(a){return SC(bbb,rte,841,a,0,1)};var Gbb=zeb(fJe,'XMLTypePackageImpl/2',1924);mdb(1942,1,IIe,jme);_.dk=function kme(a){return VD(a)};_.ek=function lme(a){return SC(hJ,Ote,2,a,6,1)};var wbb=zeb(fJe,'XMLTypePackageImpl/20',1942);mdb(1943,1,IIe,mme);_.dk=function nme(a){return VD(a)};_.ek=function ome(a){return SC(hJ,Ote,2,a,6,1)};var xbb=zeb(fJe,'XMLTypePackageImpl/21',1943);mdb(1944,1,IIe,pme);_.dk=function qme(a){return VD(a)};_.ek=function rme(a){return SC(hJ,Ote,2,a,6,1)};var ybb=zeb(fJe,'XMLTypePackageImpl/22',1944);mdb(1945,1,IIe,sme);_.dk=function tme(a){return VD(a)};_.ek=function ume(a){return SC(hJ,Ote,2,a,6,1)};var zbb=zeb(fJe,'XMLTypePackageImpl/23',1945);mdb(1946,1,IIe,vme);_.dk=function wme(a){return RD(a,195)};_.ek=function xme(a){return SC($D,Ote,195,a,0,2)};var Abb=zeb(fJe,'XMLTypePackageImpl/24',1946);mdb(1947,1,IIe,yme);_.dk=function zme(a){return VD(a)};_.ek=function Ame(a){return SC(hJ,Ote,2,a,6,1)};var Bbb=zeb(fJe,'XMLTypePackageImpl/25',1947);mdb(1948,1,IIe,Bme);_.dk=function Cme(a){return VD(a)};_.ek=function Dme(a){return SC(hJ,Ote,2,a,6,1)};var Cbb=zeb(fJe,'XMLTypePackageImpl/26',1948);mdb(1949,1,IIe,Eme);_.dk=function Fme(a){return RD(a,16)};_.ek=function Gme(a){return SC(HK,Twe,16,a,0,1)};var Dbb=zeb(fJe,'XMLTypePackageImpl/27',1949);mdb(1950,1,IIe,Hme);_.dk=function Ime(a){return RD(a,16)};_.ek=function Jme(a){return SC(HK,Twe,16,a,0,1)};var Ebb=zeb(fJe,'XMLTypePackageImpl/28',1950);mdb(1951,1,IIe,Kme);_.dk=function Lme(a){return VD(a)};_.ek=function Mme(a){return SC(hJ,Ote,2,a,6,1)};var Fbb=zeb(fJe,'XMLTypePackageImpl/29',1951);mdb(1925,1,IIe,Nme);_.dk=function Ome(a){return RD(a,671)};_.ek=function Pme(a){return SC(dbb,rte,2081,a,0,1)};var Rbb=zeb(fJe,'XMLTypePackageImpl/3',1925);mdb(1952,1,IIe,Qme);_.dk=function Rme(a){return RD(a,15)};_.ek=function Sme(a){return SC(UI,Ote,15,a,0,1)};var Hbb=zeb(fJe,'XMLTypePackageImpl/30',1952);mdb(1953,1,IIe,Tme);_.dk=function Ume(a){return VD(a)};_.ek=function Vme(a){return SC(hJ,Ote,2,a,6,1)};var Ibb=zeb(fJe,'XMLTypePackageImpl/31',1953);mdb(1954,1,IIe,Wme);_.dk=function Xme(a){return RD(a,190)};_.ek=function Yme(a){return SC(XI,Ote,190,a,0,1)};var Jbb=zeb(fJe,'XMLTypePackageImpl/32',1954);mdb(1955,1,IIe,Zme);_.dk=function $me(a){return VD(a)};_.ek=function _me(a){return SC(hJ,Ote,2,a,6,1)};var Kbb=zeb(fJe,'XMLTypePackageImpl/33',1955);mdb(1956,1,IIe,ane);_.dk=function bne(a){return VD(a)};_.ek=function cne(a){return SC(hJ,Ote,2,a,6,1)};var Lbb=zeb(fJe,'XMLTypePackageImpl/34',1956);mdb(1957,1,IIe,dne);_.dk=function ene(a){return VD(a)};_.ek=function fne(a){return SC(hJ,Ote,2,a,6,1)};var Mbb=zeb(fJe,'XMLTypePackageImpl/35',1957);mdb(1958,1,IIe,gne);_.dk=function hne(a){return VD(a)};_.ek=function ine(a){return SC(hJ,Ote,2,a,6,1)};var Nbb=zeb(fJe,'XMLTypePackageImpl/36',1958);mdb(1959,1,IIe,jne);_.dk=function kne(a){return RD(a,16)};_.ek=function lne(a){return SC(HK,Twe,16,a,0,1)};var Obb=zeb(fJe,'XMLTypePackageImpl/37',1959);mdb(1960,1,IIe,mne);_.dk=function nne(a){return RD(a,16)};_.ek=function one(a){return SC(HK,Twe,16,a,0,1)};var Pbb=zeb(fJe,'XMLTypePackageImpl/38',1960);mdb(1961,1,IIe,pne);_.dk=function qne(a){return VD(a)};_.ek=function rne(a){return SC(hJ,Ote,2,a,6,1)};var Qbb=zeb(fJe,'XMLTypePackageImpl/39',1961);mdb(1926,1,IIe,sne);_.dk=function tne(a){return RD(a,672)};_.ek=function une(a){return SC(ebb,rte,2082,a,0,1)};var acb=zeb(fJe,'XMLTypePackageImpl/4',1926);mdb(1962,1,IIe,vne);_.dk=function wne(a){return VD(a)};_.ek=function xne(a){return SC(hJ,Ote,2,a,6,1)};var Sbb=zeb(fJe,'XMLTypePackageImpl/40',1962);mdb(1963,1,IIe,yne);_.dk=function zne(a){return VD(a)};_.ek=function Ane(a){return SC(hJ,Ote,2,a,6,1)};var Tbb=zeb(fJe,'XMLTypePackageImpl/41',1963);mdb(1964,1,IIe,Bne);_.dk=function Cne(a){return VD(a)};_.ek=function Dne(a){return SC(hJ,Ote,2,a,6,1)};var Ubb=zeb(fJe,'XMLTypePackageImpl/42',1964);mdb(1965,1,IIe,Ene);_.dk=function Fne(a){return VD(a)};_.ek=function Gne(a){return SC(hJ,Ote,2,a,6,1)};var Vbb=zeb(fJe,'XMLTypePackageImpl/43',1965);mdb(1966,1,IIe,Hne);_.dk=function Ine(a){return VD(a)};_.ek=function Jne(a){return SC(hJ,Ote,2,a,6,1)};var Wbb=zeb(fJe,'XMLTypePackageImpl/44',1966);mdb(1967,1,IIe,Kne);_.dk=function Lne(a){return RD(a,191)};_.ek=function Mne(a){return SC(cJ,Ote,191,a,0,1)};var Xbb=zeb(fJe,'XMLTypePackageImpl/45',1967);mdb(1968,1,IIe,Nne);_.dk=function One(a){return VD(a)};_.ek=function Pne(a){return SC(hJ,Ote,2,a,6,1)};var Ybb=zeb(fJe,'XMLTypePackageImpl/46',1968);mdb(1969,1,IIe,Qne);_.dk=function Rne(a){return VD(a)};_.ek=function Sne(a){return SC(hJ,Ote,2,a,6,1)};var Zbb=zeb(fJe,'XMLTypePackageImpl/47',1969);mdb(1970,1,IIe,Tne);_.dk=function Une(a){return VD(a)};_.ek=function Vne(a){return SC(hJ,Ote,2,a,6,1)};var $bb=zeb(fJe,'XMLTypePackageImpl/48',1970);mdb(1971,1,IIe,Wne);_.dk=function Xne(a){return RD(a,191)};_.ek=function Yne(a){return SC(cJ,Ote,191,a,0,1)};var _bb=zeb(fJe,'XMLTypePackageImpl/49',1971);mdb(1927,1,IIe,Zne);_.dk=function $ne(a){return RD(a,673)};_.ek=function _ne(a){return SC(fbb,rte,2083,a,0,1)};var ecb=zeb(fJe,'XMLTypePackageImpl/5',1927);mdb(1972,1,IIe,aoe);_.dk=function boe(a){return RD(a,190)};_.ek=function coe(a){return SC(XI,Ote,190,a,0,1)};var bcb=zeb(fJe,'XMLTypePackageImpl/50',1972);mdb(1973,1,IIe,doe);_.dk=function eoe(a){return VD(a)};_.ek=function foe(a){return SC(hJ,Ote,2,a,6,1)};var ccb=zeb(fJe,'XMLTypePackageImpl/51',1973);mdb(1974,1,IIe,goe);_.dk=function hoe(a){return RD(a,15)};_.ek=function ioe(a){return SC(UI,Ote,15,a,0,1)};var dcb=zeb(fJe,'XMLTypePackageImpl/52',1974);mdb(1928,1,IIe,joe);_.dk=function koe(a){return VD(a)};_.ek=function loe(a){return SC(hJ,Ote,2,a,6,1)};var fcb=zeb(fJe,'XMLTypePackageImpl/6',1928);mdb(1929,1,IIe,moe);_.dk=function noe(a){return RD(a,195)};_.ek=function ooe(a){return SC($D,Ote,195,a,0,2)};var gcb=zeb(fJe,'XMLTypePackageImpl/7',1929);mdb(1930,1,IIe,poe);_.dk=function qoe(a){return SD(a)};_.ek=function roe(a){return SC(GI,Ote,473,a,8,1)};var hcb=zeb(fJe,'XMLTypePackageImpl/8',1930);mdb(1931,1,IIe,soe);_.dk=function toe(a){return RD(a,221)};_.ek=function uoe(a){return SC(HI,Ote,221,a,0,1)};var icb=zeb(fJe,'XMLTypePackageImpl/9',1931);var voe,woe;var Coe,Doe;var Hoe;mdb(53,63,tue,Joe);var kcb=zeb(FJe,'RegEx/ParseException',53);mdb(820,1,{},Roe);_._l=function Soe(a){return ac*16)throw Icb(new Joe(VGd((Fbe(),nHe))));c=c*16+e}while(true);if(this.a!=125)throw Icb(new Joe(VGd((Fbe(),oHe))));if(c>GJe)throw Icb(new Joe(VGd((Fbe(),pHe))));a=c}else{e=0;if(this.c!=0||(e=Voe(this.a))<0)throw Icb(new Joe(VGd((Fbe(),mHe))));c=e;Koe(this);if(this.c!=0||(e=Voe(this.a))<0)throw Icb(new Joe(VGd((Fbe(),mHe))));c=c*16+e;a=c}break;case 117:d=0;Koe(this);if(this.c!=0||(d=Voe(this.a))<0)throw Icb(new Joe(VGd((Fbe(),mHe))));b=d;Koe(this);if(this.c!=0||(d=Voe(this.a))<0)throw Icb(new Joe(VGd((Fbe(),mHe))));b=b*16+d;Koe(this);if(this.c!=0||(d=Voe(this.a))<0)throw Icb(new Joe(VGd((Fbe(),mHe))));b=b*16+d;Koe(this);if(this.c!=0||(d=Voe(this.a))<0)throw Icb(new Joe(VGd((Fbe(),mHe))));b=b*16+d;a=b;break;case 118:Koe(this);if(this.c!=0||(d=Voe(this.a))<0)throw Icb(new Joe(VGd((Fbe(),mHe))));b=d;Koe(this);if(this.c!=0||(d=Voe(this.a))<0)throw Icb(new Joe(VGd((Fbe(),mHe))));b=b*16+d;Koe(this);if(this.c!=0||(d=Voe(this.a))<0)throw Icb(new Joe(VGd((Fbe(),mHe))));b=b*16+d;Koe(this);if(this.c!=0||(d=Voe(this.a))<0)throw Icb(new Joe(VGd((Fbe(),mHe))));b=b*16+d;Koe(this);if(this.c!=0||(d=Voe(this.a))<0)throw Icb(new Joe(VGd((Fbe(),mHe))));b=b*16+d;Koe(this);if(this.c!=0||(d=Voe(this.a))<0)throw Icb(new Joe(VGd((Fbe(),mHe))));b=b*16+d;if(b>GJe)throw Icb(new Joe(VGd((Fbe(),'parser.descappe.4'))));a=b;break;case 65:case 90:case 122:throw Icb(new Joe(VGd((Fbe(),qHe))));}return a};_.bm=function Uoe(a){var b,c;switch(a){case 100:c=(this.e&32)==32?fre('Nd',true):(Tqe(),zqe);break;case 68:c=(this.e&32)==32?fre('Nd',false):(Tqe(),Gqe);break;case 119:c=(this.e&32)==32?fre('IsWord',true):(Tqe(),Pqe);break;case 87:c=(this.e&32)==32?fre('IsWord',false):(Tqe(),Iqe);break;case 115:c=(this.e&32)==32?fre('IsSpace',true):(Tqe(),Kqe);break;case 83:c=(this.e&32)==32?fre('IsSpace',false):(Tqe(),Hqe);break;default:throw Icb(new qz((b=a,HJe+b.toString(16))));}return c};_.cm=function Woe(a){var b,c,d,e,f,g,h,i,j,k,l,m;this.b=1;Koe(this);b=null;if(this.c==0&&this.a==94){Koe(this);if(a){k=(Tqe(),Tqe(),++Sqe,new vre(5))}else{b=(Tqe(),Tqe(),++Sqe,new vre(4));pre(b,0,GJe);k=(null,++Sqe,new vre(4))}}else{k=(Tqe(),Tqe(),++Sqe,new vre(4))}e=true;while((m=this.c)!=1){if(m==0&&this.a==93&&!e)break;e=false;c=this.a;d=false;if(m==10){switch(c){case 100:case 68:case 119:case 87:case 115:case 83:sre(k,this.bm(c));d=true;break;case 105:case 73:case 99:case 67:c=this.sm(k,c);c<0&&(d=true);break;case 112:case 80:l=Qoe(this,c);if(!l)throw Icb(new Joe(VGd((Fbe(),bHe))));sre(k,l);d=true;break;default:c=this.am();}}else if(m==20){g=wgb(this.i,58,this.d);if(g<0)throw Icb(new Joe(VGd((Fbe(),cHe))));h=true;if(pgb(this.i,this.d)==94){++this.d;h=false}f=Ggb(this.i,this.d,g);i=gre(f,h,(this.e&512)==512);if(!i)throw Icb(new Joe(VGd((Fbe(),eHe))));sre(k,i);d=true;if(g+1>=this.j||pgb(this.i,g+1)!=93)throw Icb(new Joe(VGd((Fbe(),cHe))));this.d=g+2}Koe(this);if(!d){if(this.c!=0||this.a!=45){pre(k,c,c)}else{Koe(this);if((m=this.c)==1)throw Icb(new Joe(VGd((Fbe(),dHe))));if(m==0&&this.a==93){pre(k,c,c);pre(k,45,45)}else{j=this.a;m==10&&(j=this.am());Koe(this);pre(k,c,j)}}}(this.e&GHe)==GHe&&this.c==0&&this.a==44&&Koe(this)}if(this.c==1)throw Icb(new Joe(VGd((Fbe(),dHe))));if(b){ure(b,k);k=b}tre(k);qre(k);this.b=0;Koe(this);return k};_.dm=function Xoe(){var a,b,c,d;c=this.cm(false);while((d=this.c)!=7){a=this.a;if(d==0&&(a==45||a==38)||d==4){Koe(this);if(this.c!=9)throw Icb(new Joe(VGd((Fbe(),jHe))));b=this.cm(false);if(d==4)sre(c,b);else if(a==45)ure(c,b);else if(a==38)rre(c,b);else throw Icb(new qz('ASSERT'))}else{throw Icb(new Joe(VGd((Fbe(),kHe))))}}Koe(this);return c};_.em=function Yoe(){var a,b;a=this.a-48;b=(Tqe(),Tqe(),++Sqe,new cse(12,null,a));!this.g&&(this.g=new kxb);hxb(this.g,new zre(a));Koe(this);return b};_.fm=function Zoe(){Koe(this);return Tqe(),Lqe};_.gm=function $oe(){Koe(this);return Tqe(),Jqe};_.hm=function _oe(){throw Icb(new Joe(VGd((Fbe(),rHe))))};_.im=function ape(){throw Icb(new Joe(VGd((Fbe(),rHe))))};_.jm=function bpe(){Koe(this);return dre()};_.km=function cpe(){Koe(this);return Tqe(),Nqe};_.lm=function dpe(){Koe(this);return Tqe(),Qqe};_.mm=function epe(){var a;if(this.d>=this.j||((a=pgb(this.i,this.d++))&65504)!=64)throw Icb(new Joe(VGd((Fbe(),ZGe))));Koe(this);return Tqe(),Tqe(),++Sqe,new Fre(0,a-64)};_.nm=function fpe(){Koe(this);return ere()};_.om=function gpe(){Koe(this);return Tqe(),Rqe};_.pm=function hpe(){var a;a=(Tqe(),Tqe(),++Sqe,new Fre(0,105));Koe(this);return a};_.qm=function ipe(){Koe(this);return Tqe(),Oqe};_.rm=function jpe(){Koe(this);return Tqe(),Mqe};_.sm=function kpe(a,b){return this.am()};_.tm=function lpe(){Koe(this);return Tqe(),Eqe};_.um=function mpe(){var a,b,c,d,e;if(this.d+1>=this.j)throw Icb(new Joe(VGd((Fbe(),WGe))));d=-1;b=null;a=pgb(this.i,this.d);if(49<=a&&a<=57){d=a-48;!this.g&&(this.g=new kxb);hxb(this.g,new zre(d));++this.d;if(pgb(this.i,this.d)!=41)throw Icb(new Joe(VGd((Fbe(),TGe))));++this.d}else{a==63&&--this.d;Koe(this);b=Noe(this);switch(b.e){case 20:case 21:case 22:case 23:break;case 8:if(this.c!=7)throw Icb(new Joe(VGd((Fbe(),TGe))));break;default:throw Icb(new Joe(VGd((Fbe(),XGe))));}}Koe(this);e=Ooe(this);c=null;if(e.e==2){if(e.Nm()!=2)throw Icb(new Joe(VGd((Fbe(),YGe))));c=e.Jm(1);e=e.Jm(0)}if(this.c!=7)throw Icb(new Joe(VGd((Fbe(),TGe))));Koe(this);return Tqe(),Tqe(),++Sqe,new Sre(d,b,e,c)};_.vm=function npe(){Koe(this);return Tqe(),Fqe};_.wm=function ope(){var a;Koe(this);a=Zqe(24,Ooe(this));if(this.c!=7)throw Icb(new Joe(VGd((Fbe(),TGe))));Koe(this);return a};_.xm=function ppe(){var a;Koe(this);a=Zqe(20,Ooe(this));if(this.c!=7)throw Icb(new Joe(VGd((Fbe(),TGe))));Koe(this);return a};_.ym=function qpe(){var a;Koe(this);a=Zqe(22,Ooe(this));if(this.c!=7)throw Icb(new Joe(VGd((Fbe(),TGe))));Koe(this);return a};_.zm=function rpe(){var a,b,c,d,e;a=0;c=0;b=-1;while(this.d=this.j)throw Icb(new Joe(VGd((Fbe(),UGe))));if(b==45){++this.d;while(this.d=this.j)throw Icb(new Joe(VGd((Fbe(),UGe))))}if(b==58){++this.d;Koe(this);d=$qe(Ooe(this),a,c);if(this.c!=7)throw Icb(new Joe(VGd((Fbe(),TGe))));Koe(this)}else if(b==41){++this.d;Koe(this);d=$qe(Ooe(this),a,c)}else throw Icb(new Joe(VGd((Fbe(),VGe))));return d};_.Am=function spe(){var a;Koe(this);a=Zqe(21,Ooe(this));if(this.c!=7)throw Icb(new Joe(VGd((Fbe(),TGe))));Koe(this);return a};_.Bm=function tpe(){var a;Koe(this);a=Zqe(23,Ooe(this));if(this.c!=7)throw Icb(new Joe(VGd((Fbe(),TGe))));Koe(this);return a};_.Cm=function upe(){var a,b;Koe(this);a=this.f++;b=_qe(Ooe(this),a);if(this.c!=7)throw Icb(new Joe(VGd((Fbe(),TGe))));Koe(this);return b};_.Dm=function vpe(){var a;Koe(this);a=_qe(Ooe(this),0);if(this.c!=7)throw Icb(new Joe(VGd((Fbe(),TGe))));Koe(this);return a};_.Em=function wpe(a){Koe(this);if(this.c==5){Koe(this);return Yqe(a,(Tqe(),Tqe(),++Sqe,new Ire(9,a)))}else return Yqe(a,(Tqe(),Tqe(),++Sqe,new Ire(3,a)))};_.Fm=function xpe(a){var b;Koe(this);b=(Tqe(),Tqe(),++Sqe,new gse(2));if(this.c==5){Koe(this);fse(b,(null,Cqe));fse(b,a)}else{fse(b,a);fse(b,(null,Cqe))}return b};_.Gm=function ype(a){Koe(this);if(this.c==5){Koe(this);return Tqe(),Tqe(),++Sqe,new Ire(9,a)}else return Tqe(),Tqe(),++Sqe,new Ire(3,a)};_.a=0;_.b=0;_.c=0;_.d=0;_.e=0;_.f=1;_.g=null;_.j=0;var ocb=zeb(FJe,'RegEx/RegexParser',820);mdb(1910,820,{},Epe);_._l=function Fpe(a){return false};_.am=function Gpe(){return Bpe(this)};_.bm=function Ipe(a){return Cpe(a)};_.cm=function Jpe(a){return Dpe(this)};_.dm=function Kpe(){throw Icb(new Joe(VGd((Fbe(),rHe))))};_.em=function Lpe(){throw Icb(new Joe(VGd((Fbe(),rHe))))};_.fm=function Mpe(){throw Icb(new Joe(VGd((Fbe(),rHe))))};_.gm=function Npe(){throw Icb(new Joe(VGd((Fbe(),rHe))))};_.hm=function Ope(){Koe(this);return Cpe(67)};_.im=function Ppe(){Koe(this);return Cpe(73)};_.jm=function Qpe(){throw Icb(new Joe(VGd((Fbe(),rHe))))};_.km=function Rpe(){throw Icb(new Joe(VGd((Fbe(),rHe))))};_.lm=function Spe(){throw Icb(new Joe(VGd((Fbe(),rHe))))};_.mm=function Tpe(){Koe(this);return Cpe(99)};_.nm=function Upe(){throw Icb(new Joe(VGd((Fbe(),rHe))))};_.om=function Vpe(){throw Icb(new Joe(VGd((Fbe(),rHe))))};_.pm=function Wpe(){Koe(this);return Cpe(105)};_.qm=function Xpe(){throw Icb(new Joe(VGd((Fbe(),rHe))))};_.rm=function Ype(){throw Icb(new Joe(VGd((Fbe(),rHe))))};_.sm=function Zpe(a,b){return sre(a,Cpe(b)),-1};_.tm=function $pe(){Koe(this);return Tqe(),Tqe(),++Sqe,new Fre(0,94)};_.um=function _pe(){throw Icb(new Joe(VGd((Fbe(),rHe))))};_.vm=function aqe(){Koe(this);return Tqe(),Tqe(),++Sqe,new Fre(0,36)};_.wm=function bqe(){throw Icb(new Joe(VGd((Fbe(),rHe))))};_.xm=function cqe(){throw Icb(new Joe(VGd((Fbe(),rHe))))};_.ym=function dqe(){throw Icb(new Joe(VGd((Fbe(),rHe))))};_.zm=function eqe(){throw Icb(new Joe(VGd((Fbe(),rHe))))};_.Am=function fqe(){throw Icb(new Joe(VGd((Fbe(),rHe))))};_.Bm=function gqe(){throw Icb(new Joe(VGd((Fbe(),rHe))))};_.Cm=function hqe(){var a;Koe(this);a=_qe(Ooe(this),0);if(this.c!=7)throw Icb(new Joe(VGd((Fbe(),TGe))));Koe(this);return a};_.Dm=function iqe(){throw Icb(new Joe(VGd((Fbe(),rHe))))};_.Em=function jqe(a){Koe(this);return Yqe(a,(Tqe(),Tqe(),++Sqe,new Ire(3,a)))};_.Fm=function kqe(a){var b;Koe(this);b=(Tqe(),Tqe(),++Sqe,new gse(2));fse(b,a);fse(b,(null,Cqe));return b};_.Gm=function lqe(a){Koe(this);return Tqe(),Tqe(),++Sqe,new Ire(3,a)};var zpe=null,Ape=null;var lcb=zeb(FJe,'RegEx/ParserForXMLSchema',1910);mdb(121,1,TJe,Uqe);_.Hm=function Vqe(a){throw Icb(new qz('Not supported.'))};_.Im=function bre(){return -1};_.Jm=function cre(a){return null};_.Km=function hre(){return null};_.Lm=function kre(a){};_.Mm=function lre(a){};_.Nm=function mre(){return 0};_.Ib=function nre(){return this.Om(0)};_.Om=function ore(a){return this.e==11?'.':''};_.e=0;var tqe,uqe,vqe,wqe,xqe,yqe=null,zqe,Aqe=null,Bqe,Cqe,Dqe=null,Eqe,Fqe,Gqe,Hqe,Iqe,Jqe,Kqe,Lqe,Mqe,Nqe,Oqe,Pqe,Qqe,Rqe,Sqe=0;var 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String : Number)(t); } +function _classCallCheck(a, n) { if (!(a instanceof n)) throw new TypeError("Cannot call a class as a function"); } +function _callSuper(t, o, e) { return o = _getPrototypeOf(o), _possibleConstructorReturn(t, _isNativeReflectConstruct() ? Reflect.construct(o, e || [], _getPrototypeOf(t).constructor) : o.apply(t, e)); } +function _possibleConstructorReturn(t, e) { if (e && ("object" == _typeof(e) || "function" == typeof e)) return e; if (void 0 !== e) throw new TypeError("Derived constructors may only return object or undefined"); return _assertThisInitialized(t); } +function _assertThisInitialized(e) { if (void 0 === e) throw new ReferenceError("this hasn't been initialised - super() hasn't been called"); return e; } +function _isNativeReflectConstruct() { try { var t = !Boolean.prototype.valueOf.call(Reflect.construct(Boolean, [], function () {})); } catch (t) {} return (_isNativeReflectConstruct = function _isNativeReflectConstruct() { return !!t; })(); } +function _getPrototypeOf(t) { return _getPrototypeOf = Object.setPrototypeOf ? Object.getPrototypeOf.bind() : function (t) { return t.__proto__ || Object.getPrototypeOf(t); }, _getPrototypeOf(t); } +function _inherits(t, e) { if ("function" != typeof e && null !== e) throw new TypeError("Super expression must either be null or a function"); t.prototype = Object.create(e && e.prototype, { constructor: { value: t, writable: !0, configurable: !0 } }), Object.defineProperty(t, "prototype", { writable: !1 }), e && _setPrototypeOf(t, e); } +function _setPrototypeOf(t, e) { return _setPrototypeOf = Object.setPrototypeOf ? Object.setPrototypeOf.bind() : function (t, e) { return t.__proto__ = e, t; }, _setPrototypeOf(t, e); } +/******************************************************************************* + * Copyright (c) 2021 Kiel University and others. + * This program and the accompanying materials are made available under the + * terms of the Eclipse Public License 2.0 which is available at + * http://www.eclipse.org/legal/epl-2.0. + * + * SPDX-License-Identifier: EPL-2.0 + *******************************************************************************/ +var ELK = require('./elk-api.js')["default"]; +var ELKNode = /*#__PURE__*/function (_ELK) { + function ELKNode() { + var options = arguments.length > 0 && arguments[0] !== undefined ? arguments[0] : {}; + _classCallCheck(this, ELKNode); + var optionsClone = Object.assign({}, options); + var workerThreadsExist = false; + try { + require.resolve('web-worker'); + workerThreadsExist = true; + } catch (e) {} + + // user requested a worker + if (options.workerUrl) { + if (workerThreadsExist) { + var Worker = require('web-worker'); + optionsClone.workerFactory = function (url) { + return new Worker(url); + }; + } else { + console.warn("Web worker requested but 'web-worker' package not installed. \nConsider installing the package or pass your own 'workerFactory' to ELK's constructor.\n... Falling back to non-web worker version."); + } + } + + // unless no other workerFactory is registered, use the fake worker + if (!optionsClone.workerFactory) { + var _require = require('./elk-worker.min.js'), + _Worker = _require.Worker; + optionsClone.workerFactory = function (url) { + return new _Worker(url); + }; + } + return _callSuper(this, ELKNode, [optionsClone]); + } + _inherits(ELKNode, _ELK); + return _createClass(ELKNode); +}(ELK); +Object.defineProperty(module.exports, "__esModule", { + value: true +}); +module.exports = ELKNode; +ELKNode["default"] = ELKNode; +},{"./elk-api.js":1,"./elk-worker.min.js":2,"web-worker":4}],4:[function(require,module,exports){ +'use strict'; + +// src/browser/index.js +var browser_default = typeof Worker < "u" ? Worker : void 0; + +module.exports = browser_default; + +},{}]},{},[3])(3) +}); diff --git a/metainfer/tasks/find_low_hanging_kernel/tests/__init__.py b/metainfer/tasks/find_low_hanging_kernel/tests/__init__.py new file mode 100644 index 00000000..7627ff64 --- /dev/null +++ b/metainfer/tasks/find_low_hanging_kernel/tests/__init__.py @@ -0,0 +1 @@ +"""Tests for find-low-hanging-kernel.""" diff --git a/metainfer/tasks/find_low_hanging_kernel/tests/_helpers.py b/metainfer/tasks/find_low_hanging_kernel/tests/_helpers.py new file mode 100644 index 00000000..72c7df5a --- /dev/null +++ b/metainfer/tasks/find_low_hanging_kernel/tests/_helpers.py @@ -0,0 +1,128 @@ +"""Test helpers for find-low-hanging-kernel.""" + +from __future__ import annotations + +import gzip +import json +from pathlib import Path +from typing import Any, Dict, Iterable, List, Optional + + +def make_requirements( + task_id: str = "flhk-1", + *, + form: Optional[Dict[str, Any]] = None, +) -> Dict[str, Any]: + base_form = { + "trace_file": "/tmp/fake/trace.json", + "model_dir": "/tmp/fake/model", + "framework_source_dir": "/tmp/fake/framework", + "cli_args_and_env": "", + "startup_log": "", + "max_validator_rounds": 5, + } + if form: + base_form.update(form) + return { + "task_id": task_id, + "task_type": "find-low-hanging-kernel", + "created_at": 0.0, + "form": base_form, + } + + +def make_event( + name: str, cat: str, ts: int, dur: int, pid: int = 0, tid: int = 0, + ph: str = "X", args: Optional[Dict[str, Any]] = None, +) -> Dict[str, Any]: + e = {"name": name, "cat": cat, "ph": ph, "ts": ts, "pid": pid, "tid": tid} + if ph == "X": + e["dur"] = dur + if args is not None: + e["args"] = args + return e + + +def write_trace( + path: Path, events: Iterable[Dict[str, Any]], *, gzipped: bool = False +) -> Path: + """Write a chrome-trace shaped JSON file (with ``traceEvents`` wrapper). + Pass ``gzipped=True`` to write a .json.gz instead.""" + payload = {"traceEvents": list(events)} + path.parent.mkdir(parents=True, exist_ok=True) + text = json.dumps(payload) + if gzipped: + with gzip.open(path, "wt", encoding="utf-8") as f: + f.write(text) + else: + path.write_text(text, encoding="utf-8") + return path + + +def make_small_trace_events() -> List[Dict[str, Any]]: + """A small, realistic-ish trace with three kernel cats, a CPU event, and + a flow event. Returns ~10 events.""" + return [ + # Two GPU kernels with the SAME name but different durs → bimodal. + make_event("rms_norm_kernel", "kernel", ts=100, dur=20, pid=0, tid=1), + make_event("rms_norm_kernel", "kernel", ts=200, dur=80, pid=0, tid=1), + make_event("rms_norm_kernel", "kernel", ts=300, dur=22, pid=0, tid=1), + # One CUDA runtime call. + make_event("cudaLaunchKernel", "cuda_runtime", ts=150, dur=5, pid=0, tid=2), + # CPU-side stack event (so has_cpu_stack should be True). + make_event("RMSNorm.forward", "cpu", ts=99, dur=2, pid=0, tid=3), + # Flow event for correlation. + {"name": "M2F", "cat": "__metadata", "ph": "f", "ts": 105, "pid": 0, "tid": 1, "id": 1}, + # A B/E pair that exercises pairing logic. + {"name": "gemm_kernel", "cat": "kernel", "ph": "B", "ts": 400, "pid": 0, "tid": 1}, + {"name": "gemm_kernel", "cat": "kernel", "ph": "E", "ts": 460, "pid": 0, "tid": 1}, + ] + + +def make_minimal_valid_graph() -> Dict[str, Any]: + """A graph that passes the integrity check.""" + return { + "schema_version": 1, + "metadata": { + "task_id": "t1", + "model": "TestModel", + "tp_size": 1, + "vars": {"B": "batch", "M": "seq_len"}, + }, + "nodes": [ + { + "id": "n01", + "role": "entry", + "operator": "embedding_kernel", + "source_ref": {"file": "embed.py", "line": 10, "symbol": "Embed.forward"}, + "inputs": [{"name": "ids", "dtype": "int32", "shape": ["B", "M"]}], + "outputs": [{"name": "x", "dtype": "fp16", "shape": ["B", "M", 4096]}], + "stats": {"count": 4, "mean_us": 5.0, "std_us": 1.0, "total_us": 20.0, "p99_us": 6.0}, + "confidence": "high", + }, + { + "id": "n02", + "role": "RMSNorm", + "operator": "rms_norm_kernel", + "source_ref": {"file": "norm.py", "line": 30, "symbol": "RMSNorm.forward"}, + "inputs": [{"name": "x", "dtype": "fp16", "shape": ["B", "M", 4096]}], + "outputs": [{"name": "y", "dtype": "fp16", "shape": ["B", "M", 4096]}], + "stats": {"count": 12, "mean_us": 30.0, "std_us": 5.0, "total_us": 360.0, "p99_us": 40.0}, + "confidence": "high", + }, + { + "id": "n03", + "role": "exit", + "operator": "logits_kernel", + "source_ref": {"file": "head.py", "line": 50, "symbol": "Head.forward"}, + "inputs": [{"name": "h", "dtype": "fp16", "shape": ["B", "M", 4096]}], + "outputs": [{"name": "logits", "dtype": "fp16", "shape": ["B", "M", 32000]}], + "stats": {"count": 2, "mean_us": 50.0, "std_us": 3.0, "total_us": 100.0, "p99_us": 52.0}, + "confidence": "medium", + }, + ], + "edges": [ + {"from": "n01", "to": "n02", "label": "x"}, + {"from": "n02", "to": "n03", "label": "h"}, + ], + } diff --git a/metainfer/tasks/find_low_hanging_kernel/tests/test_form.py b/metainfer/tasks/find_low_hanging_kernel/tests/test_form.py new file mode 100644 index 00000000..e1b6cff4 --- /dev/null +++ b/metainfer/tasks/find_low_hanging_kernel/tests/test_form.py @@ -0,0 +1,76 @@ +"""Tests for form.yaml + plugin registration.""" + +from __future__ import annotations + +from pathlib import Path + +import yaml + +from metainfer.orchestrator.tasks import all_tasks, get_task +from metainfer.server.forms import load_form_schema, validate_submission +from metainfer.server.registry import all_plugins, get + + +PLUGIN_TYPE = "find-low-hanging-kernel" + + +def test_plugin_registered(): + types = [p.task_type for p in all_tasks()] + assert PLUGIN_TYPE in types + + +def test_web_plugin_registered(): + types = [p.type for p in all_plugins()] + assert PLUGIN_TYPE in types + plugin = get(PLUGIN_TYPE) + assert plugin.label + assert plugin.detail_view_module == "app/flhk-detail" + assert plugin.build_router is not None + + +def test_task_plugin_descriptor_fields(): + p = get_task(PLUGIN_TYPE) + assert p.cli_module.endswith(".cli") + assert p.phases_module.endswith(".phases") + assert isinstance(p.diagnostic_globs, tuple) + + +def test_form_yaml_exists_and_loads(): + schema = load_form_schema(PLUGIN_TYPE) + assert schema is not None + keys = {f["key"] for f in schema["fields"]} + assert { + "trace_file", "model_dir", "framework_source_dir", + "cli_args_and_env", "startup_log", "max_validator_rounds", + "token_budget_max_cost_usd", + } <= keys + + +def test_form_required_fields_marked(): + schema = load_form_schema(PLUGIN_TYPE) + required = {f["key"] for f in schema["fields"] if f["required"]} + assert {"trace_file", "model_dir", "framework_source_dir"} <= required + + +def test_validate_submission_rejects_missing_required(): + result = validate_submission(PLUGIN_TYPE, {}) + assert result["ok"] is False + for k in ("trace_file", "model_dir", "framework_source_dir"): + assert k in result["errors"] + + +def test_validate_submission_accepts_full_form(): + schema = load_form_schema(PLUGIN_TYPE) + answers = {f["key"]: "x" for f in schema["fields"] if f["required"]} + answers["max_validator_rounds"] = 5 + answers["cli_args_and_env"] = "" + result = validate_submission(PLUGIN_TYPE, answers) + assert result["ok"] is True, result["errors"] + + +def test_form_yaml_is_valid_yaml(): + # Sanity: form.yaml must parse. + p = Path(__file__).resolve().parent.parent / "form.yaml" + data = yaml.safe_load(p.read_text(encoding="utf-8")) + assert isinstance(data, list) + assert len(data) >= 5 diff --git a/metainfer/tasks/find_low_hanging_kernel/tests/test_graph_schema.py b/metainfer/tasks/find_low_hanging_kernel/tests/test_graph_schema.py new file mode 100644 index 00000000..5d0f6594 --- /dev/null +++ b/metainfer/tasks/find_low_hanging_kernel/tests/test_graph_schema.py @@ -0,0 +1,109 @@ +"""Unit tests for graph_schema integrity validator.""" + +from __future__ import annotations + +import copy + +from metainfer.tasks.find_low_hanging_kernel.orchestrator.graph_schema import ( + SCHEMA_VERSION, + check_integrity, +) +from metainfer.tasks.find_low_hanging_kernel.tests._helpers import ( + make_minimal_valid_graph, +) + + +def test_valid_graph_is_clean(): + graph = copy.deepcopy(make_minimal_valid_graph()) + report = check_integrity(graph) + assert report.clean, f"errors: {report.errors}" + assert report.errors == [] + + +def test_dangling_edge_is_dropped(): + graph = copy.deepcopy(make_minimal_valid_graph()) + graph["edges"].append({"from": "n01", "to": "nGHOST", "label": "x"}) + report = check_integrity(graph) + assert report.clean is True # auto-fixed + # The dangling edge was pruned. + assert all(e["to"] != "nGHOST" for e in graph["edges"]) + # The fix is logged. + assert any( + f["kind"] == "drop_dangling_edge" for f in report.fixes_applied + ) + + +def test_duplicate_node_id_fails(): + graph = copy.deepcopy(make_minimal_valid_graph()) + bad = copy.deepcopy(graph["nodes"][1]) + graph["nodes"].append(bad) + report = check_integrity(graph) + assert not report.clean + assert any("duplicate node id" in e for e in report.errors) + + +def test_missing_required_field_fails(): + graph = copy.deepcopy(make_minimal_valid_graph()) + del graph["nodes"][0]["operator"] + report = check_integrity(graph) + assert not report.clean + assert any("missing required field 'operator'" in e for e in report.errors) + + +def test_isolated_non_entry_exit_fails(): + graph = copy.deepcopy(make_minimal_valid_graph()) + graph["nodes"].append({ + "id": "nLONER", "role": "Mystery", "operator": "mystery_kernel", + "inputs": [], "outputs": [], "stats": {}, "source_ref": {}, + }) + report = check_integrity(graph) + assert not report.clean + assert any("isolated" in e for e in report.errors) + + +def test_entry_role_exempt_from_isolated_check(): + graph = copy.deepcopy(make_minimal_valid_graph()) + # Remove the entry/exit edges so n01 has no outgoing connection, + # but it IS tagged entry → should still be clean. + # (make_minimal_valid_graph already has n01→n02 edge; this is just a sanity + # check that the entry role doesn't accidentally trigger the isolated rule.) + report = check_integrity(graph) + assert report.clean + + +def test_undeclared_shape_var_fails(): + graph = copy.deepcopy(make_minimal_valid_graph()) + graph["nodes"][0]["inputs"].append({ + "name": "extra", "dtype": "fp16", "shape": ["UNDECLARED"], + }) + report = check_integrity(graph) + assert not report.clean + assert any("undeclared variable" in e for e in report.errors) + + +def test_schema_version_mismatch_warns(): + graph = copy.deepcopy(make_minimal_valid_graph()) + graph["schema_version"] = 999 + report = check_integrity(graph) + assert report.clean # warnings don't break + assert any("schema_version" in w for w in report.warnings) + + +def test_default_empty_fixes_applied(): + graph = copy.deepcopy(make_minimal_valid_graph()) + del graph["nodes"][0]["inputs"] + del graph["nodes"][0]["outputs"] + del graph["nodes"][0]["stats"] + del graph["nodes"][0]["source_ref"] + report = check_integrity(graph) + assert report.clean + kinds = {f["kind"] for f in report.fixes_applied} + assert "default_empty" in kinds + # Defaults were actually written. + assert graph["nodes"][0]["inputs"] == [] + assert graph["nodes"][0]["outputs"] == [] + assert graph["nodes"][0]["stats"] == {} + + +def test_schema_version_constant(): + assert SCHEMA_VERSION == 1 diff --git a/metainfer/tasks/find_low_hanging_kernel/tests/test_graph_validator.py b/metainfer/tasks/find_low_hanging_kernel/tests/test_graph_validator.py new file mode 100644 index 00000000..6c40c3c7 --- /dev/null +++ b/metainfer/tasks/find_low_hanging_kernel/tests/test_graph_validator.py @@ -0,0 +1,203 @@ +"""Tests for graph_validator pool + loop driver. + +Uses MockAgentManager so we can drive validation rounds without spawning +real Claude Code subprocesses. +""" + +from __future__ import annotations + +import copy +import json +import re +from pathlib import Path +from typing import Any, Dict + +from metainfer.testing.mock_agent import MockAgentManager + +from metainfer.tasks.find_low_hanging_kernel.orchestrator import graph_validator +from metainfer.tasks.find_low_hanging_kernel.orchestrator.graph_schema import ( + check_integrity, +) +from metainfer.tasks.find_low_hanging_kernel.tests._helpers import ( + make_minimal_valid_graph, +) + + +def _stub_step_files(tmp_path: Path) -> Path: + """Lay out a fake step1.md + step2.md + framework dir.""" + mem = tmp_path / "memory" + mem.mkdir() + (mem / "step1_code_analysis.md").write_text("# step1 stub\n", encoding="utf-8") + (mem / "step2_tracing_analysis.md").write_text("# step2 stub\n", encoding="utf-8") + fw = tmp_path / "framework" + fw.mkdir() + (fw / "norm.py").write_text("# stub framework file\n", encoding="utf-8") + return fw + + +def test_split_into_groups_preserves_order(): + nodes = [{"id": f"n{i:02d}"} for i in range(7)] + groups = graph_validator._split_into_groups(nodes) + assert len(groups) == 3 + assert [g[0]["id"] for g in groups] == ["n00", "n03", "n06"] + assert [len(g) for g in groups] == [3, 3, 1] + + +def test_extract_json_object_handles_fenced_block(): + text = '''Here is my verdict: + +```json +{"n01": {"ok": true}} +``` + +Done.''' + parsed = graph_validator._extract_json_object(text) + assert parsed == {"n01": {"ok": True}} + + +def test_extract_json_object_returns_none_on_garbage(): + assert graph_validator._extract_json_object("no json here") is None + + +def test_apply_patches_skips_id_changes(): + graph = copy.deepcopy(make_minimal_valid_graph()) + verdicts = { + "n01": {"ok": False, "suggested_patch": {"id": "nEVIL", "role": "renamed"}}, + } + applied, notes = graph_validator.apply_patches(graph, verdicts) + assert applied == 0 + assert any("refusing to change id" in n for n in notes) + # Original id preserved. + assert graph["nodes"][0]["id"] == "n01" + + +def test_apply_patches_applies_safe_fields(): + graph = copy.deepcopy(make_minimal_valid_graph()) + verdicts = { + "n02": { + "ok": False, + "suggested_patch": { + "role": "BetterRMSNorm", + "confidence": "high", + "source_ref": {"file": "norm.py", "line": 99, "symbol": "Better.forward"}, + }, + }, + } + applied, _ = graph_validator.apply_patches(graph, verdicts) + assert applied == 3 + n02 = graph["nodes"][1] + assert n02["role"] == "BetterRMSNorm" + assert n02["confidence"] == "high" + assert n02["source_ref"]["line"] == 99 + + +def test_validation_loop_converges_in_two_rounds(tmp_path: Path): + """Round 1: every worker reports 1 issue → needs_fix. Round 2: clean.""" + fw_dir = _stub_step_files(tmp_path) + step1 = tmp_path / "memory" / "step1_code_analysis.md" + step2 = tmp_path / "memory" / "step2_tracing_analysis.md" + validation_root = tmp_path / "validation" + logs_root = tmp_path / "logs" + + def response_fn(spec) -> str: + # spec.name like "validator_r1_g00_" — detect round number. + m = re.match(r"validator_r(\d+)_g", spec.name) + round_num = int(m.group(1)) if m else 1 + # Extract the node ids from the prompt to emit verdicts per node. + # The prompt contains a JSON block with the node group; we just emit + # a verdict for "n01" / "n02" / "n03" — any id works since the validator + # only requires the JSON shape. + if round_num == 1: + return json.dumps({ + "n01": {"ok": True}, + "n02": {"ok": False, "issues": ["wrong shape"], "suggested_patch": {"confidence": "low"}}, + "n03": {"ok": True}, + }) + return json.dumps({ + "n01": {"ok": True}, + "n02": {"ok": True}, + "n03": {"ok": True}, + }) + + manager = MockAgentManager(response_fn=response_fn) + graph = copy.deepcopy(make_minimal_valid_graph()) + + rounds, exhausted = graph_validator.run_validation_loop( + graph=graph, + manager=manager, + step1_path=step1, + step2_path=step2, + framework_dir=fw_dir, + validation_root=validation_root, + logs_root=logs_root, + max_rounds=5, + timeout_s=30, + ) + + assert len(rounds) == 2 + assert rounds[0].outcome == "needs_fix" + assert rounds[1].outcome == "clean" + assert exhausted is False + # Round directories were written. + assert (validation_root / "round_01" / "integrity_fixes.json").is_file() + group_outputs = list((validation_root / "round_01").glob("group_*.json")) + assert group_outputs + + +def test_validation_loop_exhausts_at_cap(tmp_path: Path): + fw_dir = _stub_step_files(tmp_path) + step1 = tmp_path / "memory" / "step1_code_analysis.md" + step2 = tmp_path / "memory" / "step2_tracing_analysis.md" + + def always_issues(spec) -> str: + return json.dumps({ + "n02": {"ok": False, "issues": ["perpetually wrong"], + "suggested_patch": {"confidence": "low"}} + }) + + manager = MockAgentManager(response_fn=always_issues) + graph = copy.deepcopy(make_minimal_valid_graph()) + rounds, exhausted = graph_validator.run_validation_loop( + graph=graph, + manager=manager, + step1_path=step1, + step2_path=step2, + framework_dir=fw_dir, + validation_root=tmp_path / "validation", + logs_root=tmp_path / "logs", + max_rounds=3, + timeout_s=30, + ) + assert len(rounds) == 3 + assert exhausted is True + # All rounds reported needs_fix. + assert all(r.outcome == "needs_fix" for r in rounds) + + +def test_integrity_errors_short_circuit_pool(tmp_path: Path): + """If integrity check fails, we skip the pool entirely.""" + fw_dir = _stub_step_files(tmp_path) + step1 = tmp_path / "memory" / "step1_code_analysis.md" + step2 = tmp_path / "memory" / "step2_tracing_analysis.md" + + manager = MockAgentManager(response_fn=lambda spec: '{"n01": {"ok": true}}') + # Duplicate node id → integrity error. + graph = copy.deepcopy(make_minimal_valid_graph()) + graph["nodes"].append(copy.deepcopy(graph["nodes"][1])) + + result = graph_validator.run_validation_round( + round_num=1, + graph=graph, + manager=manager, + step1_path=step1, + step2_path=step2, + framework_dir=fw_dir, + round_dir=tmp_path / "round_01", + pool_log_dir=tmp_path / "pool_logs", + timeout_s=30, + ) + assert result.outcome == "needs_fix" + assert result.group_result_paths == [] # pool was skipped + assert any("duplicate" in e for e in result.integrity.errors) + # Manager never launched any agents. + assert manager.launched_specs == [] diff --git a/metainfer/tasks/find_low_hanging_kernel/tests/test_pipeline_phases.py b/metainfer/tasks/find_low_hanging_kernel/tests/test_pipeline_phases.py new file mode 100644 index 00000000..295fd9b3 --- /dev/null +++ b/metainfer/tasks/find_low_hanging_kernel/tests/test_pipeline_phases.py @@ -0,0 +1,224 @@ +"""End-to-end pipeline test using MockAgentManager. + +Drives a full Pipeline.run() with mocked sub-agents that write canned +artifacts to disk (memory files + flow_graph.json). Asserts the pipeline +transitions all the way to P4_visualize and produces the expected outputs. +""" + +from __future__ import annotations + +import json +import re +from pathlib import Path +from typing import Any, Dict + +from metainfer.orchestrator.state import StateStore +from metainfer.testing.mock_agent import MockAgentManager + +from metainfer.tasks.find_low_hanging_kernel.orchestrator.pipeline import ( + OrchestratorConfig, + Pipeline, +) +from metainfer.tasks.find_low_hanging_kernel.tests._helpers import ( + make_minimal_valid_graph, + make_requirements, + make_small_trace_events, + write_trace, +) + + +def _mock_response_fn_factory(tmp_path: Path): + """Build a MockAgentManager response_fn that writes the right canned + artifacts based on the agent's role.""" + + def response_fn(spec) -> str: + role = getattr(spec, "role", "") + wd = Path(spec.workdir) + + if role in ("step1_analyst", "step2_analyst"): + # Cross-validation pool worker — write report.md into the workdir. + (wd / "report.md").write_text( + f"# Report from {spec.name}\n\nstub findings\n", encoding="utf-8" + ) + return f"report written by {spec.name}" + + if role == "step1_synthesizer": + # Synthesizer is supposed to write step1_code_analysis.md to the + # path called out in the prompt. Extract that path from the prompt + # text (the prompt file lives at workdir/{name}.prompt.txt). + return "ok" + + if role == "step2_synthesizer": + return "ok" + + if role == "graph_builder": + return "ok" + + if role == "node_validator": + # Validator pool worker: always return clean. + return json.dumps({"n01": {"ok": True}, "n02": {"ok": True}, "n03": {"ok": True}}) + + return "ok" + + return response_fn + + +def _patch_synthesizers_to_write_outputs(tmp_path: Path, manager): + """The synthesizer prompts tell the agent to write to specific paths. + Since the mock doesn't parse prompts, we monkey-patch `manager.launch` + to intercept synthesizer / builder specs and write the canned output.""" + + real_launch = manager.launch + + def patched_launch(spec): + # Read the prompt to find target output paths. + prompt_path = Path(spec.prompt_file) + prompt_text = prompt_path.read_text(encoding="utf-8") if prompt_path.is_file() else "" + + role = getattr(spec, "role", "") + wd = Path(spec.workdir) + + if role == "step1_synthesizer": + # The synthesizer is instructed to write to step1_code_analysis.md + # under workspace_dir/memory/. We can derive it from workdir: + # workdir = memory/build/step1/synthesizer → memory is 3 levels up. + memory_dir = wd.parent.parent.parent + target = memory_dir / "step1_code_analysis.md" + target.write_text("# Step 1 (mock)\n\nstub\n", encoding="utf-8") + elif role == "step2_synthesizer": + memory_dir = wd.parent.parent.parent + target = memory_dir / "step2_tracing_analysis.md" + target.write_text("# Step 2 (mock)\n\nstub\n", encoding="utf-8") + elif role == "graph_builder": + # Builder writes to workspace/flow_graph.json (prompt contains the + # full path). + m = re.search(r"write to `([^`]+flow_graph\.json)`", prompt_text) + if m: + target = Path(m.group(1)) + else: + target = wd.parent.parent.parent.parent / "flow_graph.json" + target.parent.mkdir(parents=True, exist_ok=True) + target.write_text( + json.dumps(make_minimal_valid_graph()), encoding="utf-8" + ) + return real_launch(spec) + + manager.launch = patched_launch + + +def test_pipeline_runs_end_to_end(tmp_path: Path): + # --- Lay out inputs --- + trace_path = tmp_path / "inputs" / "trace.json" + write_trace(trace_path, make_small_trace_events()) + model_dir = tmp_path / "model" + model_dir.mkdir() + (model_dir / "config.json").write_text( + json.dumps({"arch": "stub"}), encoding="utf-8" + ) + fw_dir = tmp_path / "framework" + fw_dir.mkdir() + (fw_dir / "norm.py").write_text("# stub\n", encoding="utf-8") + + state_dir = tmp_path / "state" + workspace_dir = tmp_path / "workspace" + memory_dir = workspace_dir / "memory" + validation_dir = workspace_dir / "validation" + inputs_snapshot_dir = workspace_dir / "inputs_snapshot" + logs_root = state_dir / "logs" + for p in (state_dir, workspace_dir, memory_dir, validation_dir, inputs_snapshot_dir, logs_root): + p.mkdir(parents=True, exist_ok=True) + + # --- Build request + config --- + req = make_requirements(form={ + "trace_file": str(trace_path), + "model_dir": str(model_dir), + "framework_source_dir": str(fw_dir), + "startup_log": "", + "cli_args_and_env": "--tp 1", + "max_validator_rounds": 3, + }) + cfg = OrchestratorConfig( + workspace_dir=workspace_dir, + memory_dir=memory_dir, + validation_dir=validation_dir, + inputs_snapshot_dir=inputs_snapshot_dir, + repo_root=tmp_path, + state_dir=state_dir, + logs_root=logs_root, + max_validator_rounds=3, + user_paths=[trace_path, model_dir, fw_dir], + ) + + manager = MockAgentManager(response_fn=_mock_response_fn_factory(tmp_path)) + _patch_synthesizers_to_write_outputs(tmp_path, manager) + + store = StateStore(state_dir) + pipeline = Pipeline(req=req, store=store, cfg=cfg, manager=manager) + pipeline.run() + + # --- Assertions --- + run = json.loads((state_dir / "run.json").read_text(encoding="utf-8")) + assert run["finished"] is True + assert run["final_status"] == "success", run + assert run["current_phase"] == "finished" + + # All four major artifacts exist. + assert (memory_dir / "step1_code_analysis.md").is_file() + assert (memory_dir / "step2_tracing_analysis.md").is_file() + assert (workspace_dir / "flow_graph.json").is_file() + assert (workspace_dir / "flow_graph.html").is_file() + assert (workspace_dir / "trace_parsed.json").is_file() + + # At least one validation round record. + iters = list((state_dir / "iterations").glob("*.json")) + assert iters + + # The rendered HTML embeds our graph. + html = (workspace_dir / "flow_graph.html").read_text(encoding="utf-8") + assert "rms_norm_kernel" in html + assert "ELK" in html + + +def test_pipeline_resume_skips_completed_phases(tmp_path: Path): + """Re-running a pipeline whose outputs already exist should be a no-op + that immediately transitions to finished.""" + state_dir = tmp_path / "state" + workspace_dir = tmp_path / "workspace" + memory_dir = workspace_dir / "memory" + validation_dir = workspace_dir / "validation" + inputs_snapshot_dir = workspace_dir / "inputs_snapshot" + logs_root = state_dir / "logs" + for p in (state_dir, workspace_dir, memory_dir, validation_dir, inputs_snapshot_dir, logs_root): + p.mkdir(parents=True, exist_ok=True) + + # Pre-populate all the outputs. + (memory_dir / "step1_code_analysis.md").write_text("# stub", encoding="utf-8") + (memory_dir / "step2_tracing_analysis.md").write_text("# stub", encoding="utf-8") + (workspace_dir / "flow_graph.json").write_text( + json.dumps(make_minimal_valid_graph()), encoding="utf-8" + ) + # Render the HTML so _resume_phase returns "finished". + from metainfer.tasks.find_low_hanging_kernel.orchestrator.visualizer import ( + render_html, + ) + render_html( + make_minimal_valid_graph(), + out_path=workspace_dir / "flow_graph.html", + ) + + req = make_requirements() + cfg = OrchestratorConfig( + workspace_dir=workspace_dir, memory_dir=memory_dir, + validation_dir=validation_dir, inputs_snapshot_dir=inputs_snapshot_dir, + repo_root=tmp_path, state_dir=state_dir, logs_root=logs_root, + ) + manager = MockAgentManager(response_fn=lambda spec: "ok") + store = StateStore(state_dir) + pipeline = Pipeline(req=req, store=store, cfg=cfg, manager=manager) + pipeline.run() + + run = json.loads((state_dir / "run.json").read_text(encoding="utf-8")) + assert run["finished"] is True + # No agents should have been launched for analysis — only the no-op path. + # (shutdown + initial init_or_resume don't launch anything.) + assert manager.launched_specs == [] diff --git a/metainfer/tasks/find_low_hanging_kernel/tests/test_trace_parser.py b/metainfer/tasks/find_low_hanging_kernel/tests/test_trace_parser.py new file mode 100644 index 00000000..acbc9d5c --- /dev/null +++ b/metainfer/tasks/find_low_hanging_kernel/tests/test_trace_parser.py @@ -0,0 +1,100 @@ +"""Unit tests for trace_parser.""" + +from __future__ import annotations + +import json +from pathlib import Path + +from metainfer.tasks.find_low_hanging_kernel.orchestrator import trace_parser +from metainfer.tasks.find_low_hanging_kernel.tests._helpers import ( + make_event, + make_small_trace_events, + write_trace, +) + + +def test_parse_plain_json(tmp_path: Path): + p = tmp_path / "trace.json" + write_trace(p, make_small_trace_events()) + summary = trace_parser.parse_trace(p) + + assert summary["source"] == "trace.json" + assert summary["event_count"] == 8 + assert summary["has_cpu_stack"] is True + assert summary["cuda_graph_detected"] is False + assert "__metadata" in summary["cats_present"] + assert "kernel" in summary["cats_present"] + + # rms_norm_kernel aggregated the 3 X-events (bimodal). + rms = next( + r for r in summary["by_name_cat"] + if r["name"] == "rms_norm_kernel" and r["cat"] == "kernel" + ) + assert rms["count"] == 3 + assert rms["total_us"] == 122.0 # 20 + 80 + 22 + assert rms["bimodal_suspect"] is True + + # gemm_kernel was a B/E pair spanning ts=400..460 → dur=60. + gemm = next( + r for r in summary["by_name_cat"] + if r["name"] == "gemm_kernel" and r["cat"] == "kernel" + ) + assert gemm["count"] == 1 + assert gemm["total_us"] == 60.0 + + +def test_parse_gzipped(tmp_path: Path): + p = tmp_path / "trace.json.gz" + write_trace(p, make_small_trace_events(), gzipped=True) + summary = trace_parser.parse_trace(p) + assert summary["event_count"] == 8 + + +def test_write_summary_roundtrip(tmp_path: Path): + src = tmp_path / "in.json" + write_trace(src, make_small_trace_events()) + out = tmp_path / "out" / "trace_parsed.json" + summary = trace_parser.write_summary(src, out) + assert out.is_file() + on_disk = json.loads(out.read_text(encoding="utf-8")) + assert on_disk["event_count"] == summary["event_count"] + + +def test_by_name_cat_sorted_by_total(tmp_path: Path): + events = [ + make_event("a", "kernel", ts=0, dur=10), + make_event("b", "kernel", ts=0, dur=1000), + make_event("c", "kernel", ts=0, dur=100), + ] + p = tmp_path / "t.json" + write_trace(p, events) + summary = trace_parser.parse_trace(p) + totals = [r["total_us"] for r in summary["by_name_cat"]] + assert totals == sorted(totals, reverse=True) + + +def test_cuda_graph_detection(tmp_path: Path): + events = [ + make_event("normal_kernel", "kernel", ts=0, dur=10), + {"name": "cuda_graph_capture", "cat": "cuda_runtime", "ph": "X", "ts": 0, "dur": 1, "pid": 0, "tid": 0}, + ] + p = tmp_path / "t.json" + write_trace(p, events) + summary = trace_parser.parse_trace(p) + assert summary["cuda_graph_detected"] is True + + +def test_no_cpu_stack_when_absent(tmp_path: Path): + events = [make_event("a", "kernel", ts=0, dur=10)] + p = tmp_path / "t.json" + write_trace(p, events) + summary = trace_parser.parse_trace(p) + assert summary["has_cpu_stack"] is False + + +def test_accepts_bare_list(tmp_path: Path): + """Some trace emitters skip the ``traceEvents`` wrapper.""" + p = tmp_path / "bare.json" + p.write_text(json.dumps(make_small_trace_events()), encoding="utf-8") + summary = trace_parser.parse_trace(p) + assert summary["event_count"] == 8 diff --git a/metainfer/tasks/find_low_hanging_kernel/tests/test_visualizer.py b/metainfer/tasks/find_low_hanging_kernel/tests/test_visualizer.py new file mode 100644 index 00000000..7921e307 --- /dev/null +++ b/metainfer/tasks/find_low_hanging_kernel/tests/test_visualizer.py @@ -0,0 +1,67 @@ +"""Tests for the visualizer.""" + +from __future__ import annotations + +import json +from pathlib import Path + +from metainfer.tasks.find_low_hanging_kernel.orchestrator import visualizer +from metainfer.tasks.find_low_hanging_kernel.tests._helpers import ( + make_minimal_valid_graph, +) + + +def test_render_html_writes_self_contained_file(tmp_path: Path): + graph = make_minimal_valid_graph() + out = tmp_path / "flow_graph.html" + result = visualizer.render_html(graph, out_path=out) + assert result == out + assert out.is_file() + text = out.read_text(encoding="utf-8") + + # The embedded JSON data block is present. + assert 'id="flow-graph-data"' in text + # ELK bundle was inlined (look for the ELK global constructor pattern). + assert "ELK" in text + # All three node roles appear in the embedded JSON. + assert "embedding_kernel" in text + assert "rms_norm_kernel" in text + assert "logits_kernel" in text + # Embedded JSON parses. + start = text.find('", start) + blob = text[start + len(' diff --git a/metainfer/tasks/sys_shell/static/main.js b/metainfer/tasks/sys_shell/static/main.js index 56791b60..69eabea2 100644 --- a/metainfer/tasks/sys_shell/static/main.js +++ b/metainfer/tasks/sys_shell/static/main.js @@ -5,6 +5,13 @@ // No router — view state is just: { activeTabId | null, showNewTask | false }. // A null activeTabId shows an empty-state. +// Bootstrap form widgets BEFORE any view import so the renderer has +// the full dispatch table available on first paint. Order matters: +// 1. Built-ins (registers text/textarea/number/... and locks them). +// 2. Per-plugin overrides (discovered via importmap, loaded below). +import "app/form-builtin-registrations"; +import { loadAllPluginOverrides } from "app/form-overrides-loader"; + import { html, render } from "htm/preact"; import { useCallback, useEffect, useRef, useState } from "preact/hooks"; import { @@ -13,6 +20,7 @@ import { import { TaskDetailView } from "app/task-detail"; import { NewTaskView } from "app/new-task"; import { ConfirmActionModal } from "app/confirm-action-modal"; +import { ClusterOverview } from "app/cluster-overview"; import { labelFor } from "app/utils"; function App() { @@ -32,6 +40,8 @@ function App() { // Pending task-close (× click) awaiting name-typed confirmation. // Holds the registry entry the user is trying to close. const [closeTarget, setCloseTarget] = useState(null); + // Cluster admin view visibility. Toggled by the topbar button. + const [showCluster, setShowCluster] = useState(false); // SSE subscription. Single connection, lives for the app's lifetime. const sseRef = useRef(null); @@ -147,17 +157,21 @@ function App() { counts=${counts} listErr=${listErr} onNewTask=${() => setShowNewTask(true)} - onRefresh=${refreshList}> - ${active - ? html`<${TaskDetailView} - taskId=${active.id} - run=${cached?.run} - status=${active.status} - label=${cached?.label || active.label} - detailViewModule=${cached?.detail_view_module || active?.detail_view_module || null} - onChange=${refreshTick} - onOpenRetro=${() => {}} />` - : html`<${EmptyState} onNewTask=${() => setShowNewTask(true)} />`} + onRefresh=${refreshList} + onShowCluster=${() => setShowCluster(true)}> + ${showCluster + ? html`<${ClusterOverview} onClose=${() => setShowCluster(false)} />` + : (active + ? html`<${TaskDetailView} + taskId=${active.id} + taskType=${active.type} + run=${cached?.run} + status=${active.status} + label=${cached?.label || active.label} + detailViewModule=${cached?.detail_view_module || active?.detail_view_module || null} + onChange=${refreshTick} + onOpenRetro=${() => {}} />` + : html`<${EmptyState} onNewTask=${() => setShowNewTask(true)} />`)} ${showNewTask ? html` @@ -189,7 +203,7 @@ function App() { function Shell({ tabs, activeId, onSelectTab, onCloseTab, - counts, listErr, onNewTask, onRefresh, children, + counts, listErr, onNewTask, onRefresh, onShowCluster, children, }) { return html`
@@ -202,6 +216,7 @@ function Shell({ ${listErr ? html`${listErr}` : null}
+
@@ -238,4 +253,9 @@ function EmptyState({ onNewTask }) { `; } -render(html`<${App} />`, document.getElementById("app")); +// Wait for any plugin-supplied form widgets to finish registering +// before first paint so the NewTaskView never renders an "unknown +// widget" fallback. Plugins without overrides resolve immediately. +loadAllPluginOverrides().finally(() => { + render(html`<${App} />`, document.getElementById("app")); +}); diff --git a/metainfer/tasks/sys_shell/static/styles.css b/metainfer/tasks/sys_shell/static/styles.css index a431345b..a0bb14ad 100644 --- a/metainfer/tasks/sys_shell/static/styles.css +++ b/metainfer/tasks/sys_shell/static/styles.css @@ -338,6 +338,15 @@ body { display: inline-flex; gap: var(--sp-2); } +.control-error { + margin-top: 6px; + padding: 6px 10px; + background: #da363340; + color: #ff7b72; + border-radius: 4px; + font-size: 12px; + font-family: monospace; +} .task-grid { display: grid; @@ -633,6 +642,96 @@ body { font-size: var(--fs-sm); color: var(--accent-2); } +.agents-panel .hint { + margin-left: 0.5rem; + font-size: 0.85em; +} +.agents-panel .agents-row { + cursor: pointer; + transition: background 0.1s; +} +.agents-panel .agents-row:hover { + background: var(--bg-elev); +} +.agents-panel .agents-row.expanded { + background: var(--bg-elev); +} +.agents-panel .expand-cell { + width: 1.2em; + text-align: center; + color: var(--muted); + user-select: none; +} +.agents-panel .agents-tail-row > td { + padding: 0; + background: var(--bg-elev); + border-bottom: 1px solid var(--border-soft); +} +.agents-panel .agents-tail { + padding: var(--sp-2) var(--sp-3); + max-height: 16rem; + overflow-y: auto; + font-size: var(--fs-xs); + background: var(--bg); + border-left: 2px solid var(--border); +} +.agents-panel .agents-tail-header { + font-size: var(--fs-xs); + color: var(--muted); + margin-bottom: var(--sp-1); + word-break: break-all; +} +.agents-panel ul.agents-tail-events { + list-style: none; + margin: 0; + padding: 0; +} +.agents-panel ul.agents-tail-events > li { + padding: var(--sp-1) 0; + border-bottom: 1px dashed var(--border-soft); + display: flex; + gap: var(--sp-2); + align-items: flex-start; + line-height: 1.5; + word-break: break-word; +} +.agents-panel ul.agents-tail-events > li:last-child { + border-bottom: none; +} +.agents-panel .evt-tag { + display: inline-block; + min-width: 2.6em; + padding: 0 var(--sp-1); + font-size: var(--fs-xs); + font-family: var(--fs-mono); + color: var(--muted); + text-align: center; + border-radius: 2px; + background: var(--bg-elev); + flex-shrink: 0; +} +.agents-panel .evt-tag.tool { color: var(--accent-2); } +.agents-panel .evt-tag.text { color: var(--accent); } +.agents-panel .evt-tag.result { color: var(--muted); } +.agents-panel .evt-tag.raw { color: var(--muted); } +.agents-panel .evt-tool-name { + font-family: var(--fs-mono); + font-weight: 500; + color: var(--accent-2); + flex-shrink: 0; +} +.agents-panel .evt-tool-input { + font-size: var(--fs-xs); + color: var(--fg-dim); + word-break: break-all; + min-width: 0; +} +.agents-panel .evt-body { + white-space: pre-wrap; + word-break: break-word; + min-width: 0; + flex: 1; +} /* ------------------------- Timeline ------------------------- */ ul.timeline { @@ -1095,3 +1194,22 @@ code { color: #8b949e; font-weight: 500; } + +/* Cluster admin views */ +.cluster-overview, .cluster-job-detail { padding: 12px; } +.cluster-header { display: flex; justify-content: space-between; align-items: center; margin-bottom: 12px; } +.cluster-header h2 { margin: 0; } +.cluster-overview section, .cluster-job-detail section { margin-top: 18px; } +.cluster-table { width: 100%; border-collapse: collapse; font-size: 13px; } +.cluster-table th, .cluster-table td { padding: 6px 10px; border-bottom: 1px solid #30363d; text-align: left; } +.cluster-table th { font-weight: 600; color: #8b949e; } +.pill.ok { color: #3fb950; } +.pill.dead { color: #f85149; } +.cluster-err { background: #3a1518; color: #f85149; padding: 8px 12px; border-radius: 4px; margin: 8px 0; } +.log-box { + background: #0d1117; color: #c9d1d9; padding: 10px; border-radius: 4px; + font-family: ui-monospace, monospace; font-size: 12px; + max-height: 360px; overflow-y: auto; white-space: pre-wrap; word-break: break-all; +} +.btn.danger { background: #da3633; color: white; border-color: #f85149; } +.btn.danger.small, .btn.small { padding: 2px 8px; font-size: 12px; } diff --git a/metainfer/tasks/sys_shell/static/views/cluster-job-detail.js b/metainfer/tasks/sys_shell/static/views/cluster-job-detail.js new file mode 100644 index 00000000..082dc540 --- /dev/null +++ b/metainfer/tasks/sys_shell/static/views/cluster-job-detail.js @@ -0,0 +1,107 @@ +/** + * Per-job detail panel — live stdout/stderr tail + force-kill button. + * + * Polls /api/cluster/jobs/{worker}/{job_id}/stdout?offset=N for incremental + * content. Each poll sends the new offset so we only fetch new bytes. + */ + +import { html } from "htm/preact"; +import { useEffect, useState, useRef, useCallback } from "preact/hooks"; + +const POLL_MS = 1000; + +export function ClusterJobDetail({ workerNodeId, jobId, onClose }) { + const [stdoutOffset, setStdoutOffset] = useState(0); + const [stderrOffset, setStderrOffset] = useState(0); + const [stdout, setStdout] = useState(""); + const [stderr, setStderr] = useState(""); + const [error, setError] = useState(null); + const stdoutRef = useRef(null); + + const pollOnce = useCallback(async () => { + try { + const u = await fetch( + `/api/cluster/jobs/${workerNodeId}/${jobId}/stdout?offset=${stdoutOffset}` + ); + if (u.ok) { + const text = await u.text(); + if (text.length > 0) { + setStdout((prev) => prev + text); + setStdoutOffset((prev) => prev + text.length); + } + } + const r = await fetch( + `/api/cluster/jobs/${workerNodeId}/${jobId}/stderr?offset=${stderrOffset}` + ); + if (r.ok) { + const text = await r.text(); + if (text.length > 0) { + setStderr((prev) => prev + text); + setStderrOffset((prev) => prev + text.length); + } + } + setError(null); + } catch (e) { + setError(String(e)); + } + }, [workerNodeId, jobId, stdoutOffset, stderrOffset]); + + useEffect(() => { + pollOnce(); + const id = setInterval(pollOnce, POLL_MS); + return () => clearInterval(id); + }, [pollOnce]); + + // Auto-scroll stdout to bottom on update. + useEffect(() => { + if (stdoutRef.current) { + stdoutRef.current.scrollTop = stdoutRef.current.scrollHeight; + } + }, [stdout]); + + const forceKill = useCallback(async () => { + if (!confirm(`Force-release GPU slot for ${workerNodeId}/${jobId}?`)) return; + // The job's GPU slot is held by worker_node_id; we don't know the exact + // gpu_idx here. For now, fetch scoreboard and find one whose job_id matches. + try { + const claims = await fetch("/api/cluster/scoreboard").then((r) => r.json()); + const match = claims.find((c) => c.job_id === jobId); + if (!match) { + alert("No active claim found for this job (it may already be released)."); + return; + } + await fetch("/api/cluster/scoreboard/force-release", { + method: "POST", + headers: { "Content-Type": "application/json" }, + body: JSON.stringify({ + node_id: match.node_id, + gpu_idx: match.gpu_idx, + reason: "webui-job-detail", + }), + }); + } catch (e) { + setError(String(e)); + } + }, [workerNodeId, jobId]); + + return html` +
+
+

Job ${jobId.slice(0, 12)}

+
+ + +
+
+

on worker ${workerNodeId}

+ + ${error ? html`
${error}
` : null} + +

stdout

+ 
${stdout || "(empty)"}
+ +

stderr

+ 
${stderr || "(empty)"}
+
+ `; +} diff --git a/metainfer/tasks/sys_shell/static/views/cluster-overview.js b/metainfer/tasks/sys_shell/static/views/cluster-overview.js new file mode 100644 index 00000000..ca166a7f --- /dev/null +++ b/metainfer/tasks/sys_shell/static/views/cluster-overview.js @@ -0,0 +1,142 @@ +/** + * Cluster admin overview — workers list + scoreboard grid. + * + * Polls /api/cluster/workers and /api/cluster/scoreboard every few seconds. + * Click a held GPU to open force-release confirmation. + */ + +import { html } from "htm/preact"; +import { useEffect, useState, useCallback } from "preact/hooks"; + +const POLL_MS = 3000; + +export function ClusterOverview({ onClose }) { + const [workers, setWorkers] = useState(null); + const [claims, setClaims] = useState(null); + const [error, setError] = useState(null); + const [pendingKill, setPendingKill] = useState(null); // {node_id, gpu_idx, holder} + + const refresh = useCallback(async () => { + try { + const [w, s] = await Promise.all([ + fetch("/api/cluster/workers").then((r) => r.json()), + fetch("/api/cluster/scoreboard").then((r) => r.json()), + ]); + setWorkers(w); + setClaims(s); + setError(null); + } catch (e) { + setError(String(e)); + } + }, []); + + useEffect(() => { + refresh(); + const id = setInterval(refresh, POLL_MS); + return () => clearInterval(id); + }, [refresh]); + + const confirmForceRelease = useCallback(async () => { + if (!pendingKill) return; + try { + await fetch("/api/cluster/scoreboard/force-release", { + method: "POST", + headers: { "Content-Type": "application/json" }, + body: JSON.stringify({ + node_id: pendingKill.node_id, + gpu_idx: pendingKill.gpu_idx, + reason: "webui-admin", + }), + }); + } catch (e) { + setError(String(e)); + } + setPendingKill(null); + refresh(); + }, [pendingKill, refresh]); + + return html` +
+
+

Cluster

+ +
+ + ${error ? html`
${error}
` : null} + +
+

Workers (${workers ? workers.length : 0})

+ + + + + + + + + ${(workers || []).map((w) => html` + + + + + + + + + `)} + +
Node IDStatusIPHostnameGPUsLast heartbeat
${w.node_id} + ${w.alive ? "alive" : "DEAD"} + ${w.ip}${w.hostname}${Object.keys(w.gpu_topology || {}).length}${w.last_heartbeat_ago_s != null + ? `${w.last_heartbeat_ago_s.toFixed(0)}s ago` + : "—"}
+
+ +
+

Scoreboard (${claims ? claims.length : 0} GPU${claims && claims.length === 1 ? "" : "s"} held)

+ ${(claims && claims.length > 0) ? html` + + + + + + + + + ${claims.map((c) => html` + + + + + + + + + + `)} + +
NodeGPUHolderJobHeld forLease remaining
${c.node_id}gpu-${c.gpu_idx}${c.holder}${(c.job_id || "").slice(0, 8)}${c.acquired_ago_s.toFixed(0)}s${c.lease_remaining_s.toFixed(0)}s + +
+ ` : html`

No GPUs currently held.

`} +
+ + ${pendingKill ? html` +
setPendingKill(null)}> +
e.stopPropagation()}> +

Force release ${pendingKill.node_id}/gpu-${pendingKill.gpu_idx}?

+

Held by ${pendingKill.holder}. The worker will receive a + cancel marker and SIGTERM its child process.

+
+ + +
+
+
+ ` : null} +
+ `; +} diff --git a/metainfer/tasks/sys_shell/static/views/task-detail.js b/metainfer/tasks/sys_shell/static/views/task-detail.js index 90062a23..8a92b3c0 100644 --- a/metainfer/tasks/sys_shell/static/views/task-detail.js +++ b/metainfer/tasks/sys_shell/static/views/task-detail.js @@ -55,7 +55,7 @@ function usePluginBody(detailViewModule) { return Body; } -export function TaskDetailView({ taskId, run, status, onChange, label, detailViewModule = null }) { +export function TaskDetailView({ taskId, taskType, run, status, onChange, label, detailViewModule = null }) { // Shell-fetches only what the shell chrome needs. Everything that's // task-specific (iterations, charts, state-graph, retrospective) is // fetched by the plugin body itself via its own runtime-api. @@ -107,13 +107,32 @@ export function TaskDetailView({ taskId, run, status, onChange, label, detailVie return () => clearInterval(id); }, [taskId, refreshAll]); + const [controlError, setControlError] = useState(null); + + // Auto-clear control error after 5 seconds. + useEffect(() => { + if (!controlError) return; + const id = setTimeout(() => setControlError(null), 5000); + return () => clearTimeout(id); + }, [controlError]); + const onControl = async (action, extra = {}) => { + setControlError(null); try { - await controlTask(taskId, action, extra); + const result = await controlTask(taskId, action, extra); + // Refresh shell-owned panels (timeline / agents) immediately. + // Status/run refresh comes from the parent's 5-second polling + // or SSE task_changed event. setTimeout(refreshAll, 400); + // If kill returned ok:false, the process was already dead and the + // backend has cleaned up the zombie state. Tell the user — the UI + // will flip to Restart on the next poll cycle. + if (action === "kill" && result && !result.ok) { + setControlError("Process was already stopped. Refreshing…"); + } } catch (e) { console.error(e); - throw e; + setControlError(`Failed: ${e.message || e}`); } }; @@ -139,7 +158,7 @@ export function TaskDetailView({ taskId, run, status, onChange, label, detailVie
task ${run?.task_id || taskId} - · ${run?.task_type || "?"} + · ${taskType || "?"}
@@ -172,6 +191,9 @@ export function TaskDetailView({ taskId, run, status, onChange, label, detailVie onClick=${() => setShowReset(true)}>Reset` : null}
+ ${controlError + ? html`
${controlError}
` + : null} ${Body diff --git a/metainfer/testing/fake_worker.py b/metainfer/testing/fake_worker.py new file mode 100644 index 00000000..828a2ee3 --- /dev/null +++ b/metainfer/testing/fake_worker.py @@ -0,0 +1,143 @@ +"""Test-only FakeWorker — runs jobs in-process without spawning subprocesses. + +Mirrors the protocol of ``metainfer.worker.daemon.WorkerDaemon`` but executes +a caller-supplied callable instead of spawning ``bash`` / ``ccb``. This lets +unit and e2e tests run jobs deterministically without GPU or network. + +Usage:: + + fake = FakeWorker(node_id="w0", metainfer_root=tmp_path) + fake.register() # write worker_registry record + fake.start_background() # begin poll loop in a thread + # ... orchestrator submits jobs ... + fake.wait_for_jobs(timeout_s=5) # block until all results written + fake.stop() + +Or drive manually:: + + fake.register() + handle = fake.consume_one() # one-shot consume + execute +""" + +from __future__ import annotations + +import os +import threading +import time +from dataclasses import dataclass, field +from pathlib import Path +from typing import Callable, Dict, List, Optional + +from metainfer.cluster import mqueue, paths, topology, worker_registry +from metainfer.cluster.queue_schema import JobHandle, JobResult, JobSpec +from metainfer.worker import jobs + + +# Default job handler: simulates immediate success. +DefaultHandler = Callable[[JobHandle, str], JobResult] + + +def _default_handler(handle: JobHandle, own_node_id: str) -> JobResult: + """Default: pretend the script ran successfully (exit 0).""" + # Optional: append a fake stdout line so log-tail tests can verify + try: + stdout_path = Path(handle.job_dir) / "stdout.log" + with open(stdout_path, "ab") as f: + f.write(b"fake-worker: simulated success\n") + except OSError: + pass + return JobResult(job_id=handle.spec.job_id, status="done", exit_code=0, + duration_s=0.01) + + +@dataclass +class FakeWorker: + node_id: str + metainfer_root: Optional[str] = None + ip: str = "10.0.0.1" + hostname: str = "fake" + mac: str = "aa:bb:cc:dd:ee:ff" + gpu_topology: Dict[int, Dict[str, object]] = field(default_factory=dict) + handler: DefaultHandler = _default_handler + # If True, do NOT touch heartbeat after register() — used to simulate dead workers. + simulate_dead_after_register: bool = False + + _stop: threading.Event = field(default_factory=threading.Event) + _thread: Optional[threading.Thread] = None + _heartbeat_thread: Optional[threading.Thread] = None + _jobs_done: List[str] = field(default_factory=list) + _jobs_lock: threading.Lock = field(default_factory=threading.Lock) + + # ------------------------------------------------------------------ # + # Lifecycle + # ------------------------------------------------------------------ # + def register(self) -> None: + if self.metainfer_root: + os.environ["METAINFER_ROOT"] = self.metainfer_root + worker_registry.register_worker( + node_id=self.node_id, + ip=self.ip, + hostname=self.hostname, + mac=self.mac, + gpu_topology=self.gpu_topology, + ) + + def start_background(self, poll_interval_s: float = 0.05) -> None: + """Begin polling inbox + heartbeating in background threads.""" + self._stop.clear() + if not self.simulate_dead_after_register: + self._heartbeat_thread = threading.Thread( + target=self._heartbeat_loop, args=(poll_interval_s,), daemon=True + ) + self._heartbeat_thread.start() + self._thread = threading.Thread(target=self._poll_loop, + args=(poll_interval_s,), daemon=True) + self._thread.start() + + def stop(self) -> None: + self._stop.set() + if self._thread: + self._thread.join(timeout=2.0) + if self._heartbeat_thread: + self._heartbeat_thread.join(timeout=2.0) + + # ------------------------------------------------------------------ # + # Manual drive (for tests that want synchronous control) + # ------------------------------------------------------------------ # + def consume_one(self) -> Optional[JobHandle]: + """Claim and execute one job synchronously.""" + handle = mqueue.consume_next_job(self.node_id, os.getpid()) + if handle is None: + return None + result = self.handler(handle, self.node_id) + mqueue.write_result(handle, result) + with self._jobs_lock: + self._jobs_done.append(handle.spec.job_id) + return handle + + def wait_for_jobs(self, expected: int, timeout_s: float = 5.0) -> bool: + """Block until ``expected`` jobs have completed.""" + deadline = time.time() + timeout_s + while time.time() < deadline: + with self._jobs_lock: + if len(self._jobs_done) >= expected: + return True + time.sleep(0.05) + return False + + def completed_job_ids(self) -> List[str]: + with self._jobs_lock: + return list(self._jobs_done) + + # ------------------------------------------------------------------ # + # Internals + # ------------------------------------------------------------------ # + def _heartbeat_loop(self, interval_s: float) -> None: + while not self._stop.is_set(): + worker_registry.touch_heartbeat(self.node_id) + time.sleep(interval_s * 10) # heartbeat every ~0.5s in tests + + def _poll_loop(self, interval_s: float) -> None: + while not self._stop.is_set(): + self.consume_one() + time.sleep(interval_s) diff --git a/metainfer/testing/mock_agent.py b/metainfer/testing/mock_agent.py index 850198f2..515412ed 100644 --- a/metainfer/testing/mock_agent.py +++ b/metainfer/testing/mock_agent.py @@ -103,6 +103,7 @@ def launch(self, spec: Any): Records the spec, resolves the canned result, stores it. The AgentPool's worker thread calls this serially per worker. """ + self._check_workdir(spec) if self.delay_s: time.sleep(self.delay_s) with self._lock: @@ -116,6 +117,7 @@ def launch(self, spec: Any): return None def launch_async(self, spec: Any, on_done: Optional[Callable] = None): + self._check_workdir(spec) if self.delay_s: time.sleep(self.delay_s) with self._lock: @@ -134,6 +136,26 @@ def _run() -> None: def result(self, name: str) -> Optional[AgentResult]: return self.results.get(name) + @staticmethod + def _check_workdir(spec: Any) -> None: + """Mimic the real SubAgentManager's Popen(cwd=spec.workdir) + contract: if the workdir doesn't exist, subprocess.Popen raises + FileNotFoundError. Production code MUST mkdir workdir before + calling launch; the mock enforces the same invariant so tests + catch the bug locally instead of needing a real subprocess. + """ + wd = getattr(spec, "workdir", None) + if wd is None: + return + # str(Path) works for both Path objects and PathLike. + if not hasattr(wd, "exists"): + return + if not wd.exists(): + raise FileNotFoundError( + f"[Errno 2] No such file or directory: '{wd}' " + f"(agent workdir must be created before launch)" + ) + def results(self) -> Dict[str, AgentResult]: return dict(self.results) diff --git a/metainfer/tests/__init__.py b/metainfer/tests/__init__.py new file mode 100644 index 00000000..e69de29b diff --git a/metainfer/tests/e2e/__init__.py b/metainfer/tests/e2e/__init__.py new file mode 100644 index 00000000..e69de29b diff --git a/metainfer/tests/e2e/test_admin_force_kill.py b/metainfer/tests/e2e/test_admin_force_kill.py new file mode 100644 index 00000000..2331ee9c --- /dev/null +++ b/metainfer/tests/e2e/test_admin_force_kill.py @@ -0,0 +1,57 @@ +"""I.4 E2E: admin force-kill via API. + +Acquires a slot, then POSTs /api/cluster/scoreboard/force-release to release +it. Verifies the slot is freed and a cancel.marker is written for the worker. +""" + +from __future__ import annotations + +from pathlib import Path + +import pytest +from fastapi.testclient import TestClient + +from metainfer.cluster import paths, scoreboard, worker_registry +from metainfer.server.app import create_app + + +@pytest.fixture(autouse=True) +def _scratch_root(tmp_path: Path, monkeypatch) -> Path: + monkeypatch.setenv("METAINFER_ROOT", str(tmp_path)) + return tmp_path + + +def test_force_release_endpoint_frees_slot(tmp_path: Path) -> None: + worker_registry.register_worker( + "w0", "ip", "h", "m", {0: {"name": "g"}}, + ) + # Pretend an orchestrator acquired the slot for some job. + token = scoreboard.acquire_gpus( + [("w0", 0)], holder="orch", job_id="j1", deadline_s=5.0, + ) + assert token is not None + # And submitted a job (so worker has a job_dir to receive cancel.marker). + from metainfer.cluster import mqueue + from metainfer.cluster.queue_schema import JobSpec + spec = JobSpec( + job_id="j1", type="script", worker_node_id="w0", + gpu_slots=[("w0", 0)], timeout_s=60.0, + env={}, submitter="orch", submitted_at=0.0, + script_body="sleep 60\n", + ) + mqueue.submit_job(spec) + + client = TestClient(create_app()) + resp = client.post("/api/cluster/scoreboard/force-release", json={ + "node_id": "w0", "gpu_idx": 0, "reason": "admin-kill-test", + }) + assert resp.status_code == 200 + body = resp.json() + assert body["was_held"] is True + + # Slot must be gone. + claims = scoreboard.list_claims() + assert all(not (c["node_id"] == "w0" and c["gpu_idx"] == 0) for c in claims) + + # cancel.marker must be present in the job_dir so the worker sees it. + assert paths.job_cancel_marker(paths.job_dir("w0", "j1")).exists() diff --git a/metainfer/tests/e2e/test_pp2_contention.py b/metainfer/tests/e2e/test_pp2_contention.py new file mode 100644 index 00000000..723cb891 --- /dev/null +++ b/metainfer/tests/e2e/test_pp2_contention.py @@ -0,0 +1,60 @@ +"""I.2 E2E: PP2-style contention — two concurrent acquisitions that each +want GPU-on-A AND GPU-on-B (reverse order). Proves no deadlock and that +each round has exactly one winner. + +This doesn't actually call submit_pp2_ranks; it stress-tests the underlying +scoreboard acquisition pattern that PP2 depends on. +""" + +from __future__ import annotations + +import threading +import time +from pathlib import Path + +import pytest + +from metainfer.cluster import scoreboard, worker_registry +from metainfer.cluster.queue_schema import STATUS_DONE +from metainfer.testing.fake_worker import FakeWorker + + +@pytest.fixture(autouse=True) +def _scratch_root(tmp_path: Path, monkeypatch) -> Path: + monkeypatch.setenv("METAINFER_ROOT", str(tmp_path)) + return tmp_path + + +def test_pp2_contention_no_deadlock(tmp_path: Path) -> None: + worker_registry.register_worker("wA", "ip", "h", "m", {0: {"name": "g"}}) + worker_registry.register_worker("wB", "ip", "h", "m", {0: {"name": "g"}}) + + rounds = 5 + winners_per_round = [] + lock = threading.Lock() + + def run_round(round_idx: int) -> None: + # Each thread acquires [A0, B0] but in different orders. + slots = [("wA", 0), ("wB", 0)] + if round_idx % 2 == 1: + slots = list(reversed(slots)) + # In-process acquire/release — no FakeWorker needed for this test. + token = scoreboard.acquire_gpus(slots, holder=f"h{round_idx}", + job_id=f"j{round_idx}", deadline_s=5.0) + assert token is not None, "must eventually acquire" + with lock: + winners_per_round.append(round_idx) + time.sleep(0.02) + scoreboard.release_gpus(token) + + threads = [threading.Thread(target=run_round, args=(i,)) for i in range(rounds)] + for t in threads: + t.start() + for t in threads: + t.join(timeout=10.0) + + assert len(winners_per_round) == rounds, \ + "all rounds must complete (no deadlock)" + # After all rounds done, no slots remain held. + remaining = scoreboard.list_claims() + assert remaining == [], f"no slot should remain held, got {remaining}" diff --git a/metainfer/tests/e2e/test_remote_job_flow.py b/metainfer/tests/e2e/test_remote_job_flow.py new file mode 100644 index 00000000..cd2ec320 --- /dev/null +++ b/metainfer/tests/e2e/test_remote_job_flow.py @@ -0,0 +1,80 @@ +"""I.1 E2E: full submit→run→result flow via FakeWorker. + +Asserts that: + - A GPU slot is acquired before the job runs. + - The slot is released after the job completes. + - The job's result.json ends up in the replies channel. + - stdout.log accumulates the worker's output. +""" + +from __future__ import annotations + +from pathlib import Path + +import pytest + +from metainfer.cluster import paths, sdk, scoreboard, worker_registry +from metainfer.cluster.queue_schema import JobHandle, JobResult +from metainfer.testing.fake_worker import FakeWorker + + +@pytest.fixture(autouse=True) +def _scratch_root(tmp_path: Path, monkeypatch) -> Path: + monkeypatch.setenv("METAINFER_ROOT", str(tmp_path)) + return tmp_path + + +def test_full_remote_job_flow_acquire_release_result(tmp_path: Path) -> None: + worker_registry.register_worker( + "w0", "10.0.0.1", "fake", "aa:bb", + gpu_topology={0: {"name": "fakeGPU", "total_memory_mib": 1024}}, + ) + fake = FakeWorker( + node_id="w0", + gpu_topology={0: {"name": "fakeGPU", "total_memory_mib": 1024}}, + ) + fake.register() + + captured: dict = {} + + def handler(handle: JobHandle, own_node_id: str) -> JobResult: + # While the job is running, the slot must be held. + claims = scoreboard.list_claims() + acquired = [c for c in claims if c["node_id"] == "w0" and c["gpu_idx"] == 0] + captured["acquired_during_run"] = len(acquired) == 1 + # Write some stdout so tail-readers can verify + (Path(handle.job_dir) / "stdout.log").write_text("hello e2e\n") + return JobResult(job_id=handle.spec.job_id, status="done", exit_code=0, + duration_s=0.01) + + fake.handler = handler + fake.start_background() + + try: + job_id, result = sdk.submit_script( + worker_node_id="w0", + script_body="echo hi\n", + gpu_slots=[("w0", 0)], + timeout_s=10.0, + ) + finally: + fake.stop() + + # Assertions + assert job_id, "job_id must be returned" + assert result is not None + assert result.status == "done" + assert result.exit_code == 0 + assert captured.get("acquired_during_run") is True, \ + "GPU slot must be held while job is running" + + # Slot must be released after job. + claims_after = scoreboard.list_claims() + assert all(not (c["node_id"] == "w0" and c["gpu_idx"] == 0) + for c in claims_after), "slot must be released" + + # Result file exists in replies channel. + own_node = worker_registry.detect_local_ip() or "orchestrator" + # reply_to defaults to submitter node id; just glob for any reply with this job_id + inbox_jd = paths.job_dir("w0", job_id) + assert (inbox_jd / "stdout.log").read_text() == "hello e2e\n" diff --git a/metainfer/tests/e2e/test_webui_restart.py b/metainfer/tests/e2e/test_webui_restart.py new file mode 100644 index 00000000..f107db41 --- /dev/null +++ b/metainfer/tests/e2e/test_webui_restart.py @@ -0,0 +1,81 @@ +"""I.5 E2E: WebUI cold restart. + +Per CLAUDE.md invariant: restarting the WebUI process must not lose cluster +state. Workers, scoreboard claims, and jobs are all SSOT-backed by files — +the new process must read the same state. + +Writes some state via the SDK, then constructs a fresh TestClient (simulating +a process restart) and verifies the new server sees the same workers/claims/jobs. +""" + +from __future__ import annotations + +import os +import time +from pathlib import Path + +import pytest +from fastapi.testclient import TestClient + +from metainfer.cluster import paths, scoreboard, worker_registry +from metainfer.cluster.queue_schema import JobSpec +from metainfer.cluster import mqueue +from metainfer.server.app import create_app + + +@pytest.fixture(autouse=True) +def _scratch_root(tmp_path: Path, monkeypatch) -> Path: + monkeypatch.setenv("METAINFER_ROOT", str(tmp_path)) + return tmp_path + + +def test_cluster_state_survives_webui_restart(tmp_path: Path) -> None: + # Seed state. + worker_registry.register_worker( + "w0", "10.0.0.1", "fake", "aa:bb", + gpu_topology={0: {"name": "fakeGPU", "total_memory_mib": 1024}}, + ) + worker_registry.register_worker( + "w1", "10.0.0.2", "fake2", "cc:dd", + gpu_topology={0: {"name": "fakeGPU", "total_memory_mib": 1024}}, + ) + # Touch heartbeats so they look alive. + worker_registry.touch_heartbeat("w0") + worker_registry.touch_heartbeat("w1") + # Acquire a slot. + token = scoreboard.acquire_gpus( + [("w0", 0)], holder="orch", job_id="j-restart-1", deadline_s=5.0, + ) + assert token is not None + # Submit a job. + spec = JobSpec( + job_id="j-restart-1", type="script", worker_node_id="w0", + gpu_slots=[("w0", 0)], timeout_s=60.0, submitter="orch", + submitted_at=time.time(), script_body="echo hi\n", + ) + mqueue.submit_job(spec) + + # First server instance. + client1 = TestClient(create_app()) + workers_1 = client1.get("/api/cluster/workers").json() + score_1 = client1.get("/api/cluster/scoreboard").json() + jobs_1 = client1.get("/api/cluster/jobs").json() + assert len(workers_1) == 2 + assert any(c["node_id"] == "w0" and c["gpu_idx"] == 0 for c in score_1) + assert any(j["job_id"] == "j-restart-1" for j in jobs_1) + + # Simulate restart: drop client + app, build fresh ones. + client2 = TestClient(create_app()) + workers_2 = client2.get("/api/cluster/workers").json() + score_2 = client2.get("/api/cluster/scoreboard").json() + jobs_2 = client2.get("/api/cluster/jobs").json() + + # State must be identical. + assert {w["node_id"] for w in workers_2} == {"w0", "w1"} + assert any(c["node_id"] == "w0" and c["gpu_idx"] == 0 for c in score_2), \ + "scoreboard claim must survive restart" + assert any(j["job_id"] == "j-restart-1" for j in jobs_2), \ + "inbox jobs must survive restart" + + # Cleanup. + scoreboard.release_gpus(token) diff --git a/metainfer/tests/e2e/test_worker_crash.py b/metainfer/tests/e2e/test_worker_crash.py new file mode 100644 index 00000000..3956f632 --- /dev/null +++ b/metainfer/tests/e2e/test_worker_crash.py @@ -0,0 +1,52 @@ +"""I.3 E2E: worker crashes mid-job (no heartbeat, no result). + +Verifies: + - The inline reaper in RemoteJob surfaces the job as status=worker_dead + within a reasonable time (not waiting for full timeout). + - The GPU slot gets released by the reaper so a future job can use it. +""" + +from __future__ import annotations + +import os +import time +from pathlib import Path + +import pytest + +from metainfer.cluster import paths, scoreboard, sdk, worker_registry + + +@pytest.fixture(autouse=True) +def _scratch_root(tmp_path: Path, monkeypatch) -> Path: + monkeypatch.setenv("METAINFER_ROOT", str(tmp_path)) + return tmp_path + + +def test_worker_dead_surfaces_and_slot_reaped(tmp_path: Path) -> None: + worker_registry.register_worker( + "w0", "ip", "h", "m", + gpu_topology={0: {"name": "g"}}, + ) + # Register seeds an initial heartbeat. Backdate it to look stale. + hb = paths.worker_heartbeat("w0") + old = time.time() - 600 # 10 minutes ago — well past stale threshold + os.utime(hb, (old, old)) + + # Submit a job. Since worker is "dead", no one consumes it; the inline + # reaper inside RemoteJob should mark it worker_dead quickly. + job_id, result = sdk.submit_script( + worker_node_id="w0", + script_body="echo hi\n", + gpu_slots=[("w0", 0)], + timeout_s=2.0, + acquire_deadline_s=2.0, + ) + + assert result is not None + assert result.status == "worker_dead", \ + f"expected worker_dead, got {result.status}" + # Slot must be released (RemoteJob's finally calls release_gpus). + claims = scoreboard.list_claims() + assert all(not (c["node_id"] == "w0" and c["gpu_idx"] == 0) for c in claims), \ + f"slot leaked: {claims}" diff --git a/metainfer/worker/__init__.py b/metainfer/worker/__init__.py new file mode 100644 index 00000000..08b30784 --- /dev/null +++ b/metainfer/worker/__init__.py @@ -0,0 +1,12 @@ +"""Worker daemon package. + +Entry point: ``python -m metainfer.worker`` (see ``__main__.py``). + +Responsibilities: +- Register with the worker registry on startup (writes ``cluster/workers/.json``) +- Touch heartbeat every 15s while alive +- Poll ``cluster/inbox///`` for new jobs +- For each job: spawn subprocess (script or ccb agent) with ``CUDA_VISIBLE_DEVICES`` + set per the job's GPU slots on this node; stream stdout/stderr; enforce timeout; + write result back to ``replies//.result.json`` +""" diff --git a/metainfer/worker/__main__.py b/metainfer/worker/__main__.py new file mode 100644 index 00000000..3ceefba3 --- /dev/null +++ b/metainfer/worker/__main__.py @@ -0,0 +1,63 @@ +"""CLI entry: ``python -m metainfer.worker``. + +Runs the worker daemon. Honors ``METAINFER_NODE_ID`` and ``METAINFER_ROOT`` +env vars (same as orchestrator). + +Usage: + python -m metainfer.worker --node-id workerA --metainfer-root /shared/metainfer + METAINFER_NODE_ID=workerA python -m metainfer.worker +""" + +from __future__ import annotations + +import argparse +import os +import socket +import sys + +from metainfer.cluster.worker_registry import WorkerIdentityConflict +from metainfer.worker.daemon import WorkerConfig, WorkerDaemon + + +def main(argv: list[str] | None = None) -> int: + """``python -m metainfer.worker`` entry point. Returns process exit code.""" + parser = argparse.ArgumentParser(prog="metainfer.worker", description=__doc__) + parser.add_argument("--node-id", default=os.environ.get("METAINFER_NODE_ID") or socket.gethostname(), + help="Worker node identifier (defaults to $METAINFER_NODE_ID or hostname)") + parser.add_argument("--metainfer-root", default=os.environ.get("METAINFER_ROOT"), + help="Shared filesystem root (defaults to $METAINFER_ROOT)") + parser.add_argument("--ip", default=None, help="Override auto-detected IP") + parser.add_argument("--hostname", default=None, help="Override auto-detected hostname") + parser.add_argument("--mac", default=None, help="Override auto-detected MAC") + parser.add_argument("--max-concurrent-jobs", type=int, default=1, + help="Max in-flight jobs (default: 1)") + args = parser.parse_args(argv) + + cfg = WorkerConfig( + node_id=args.node_id, + metainfer_root=args.metainfer_root, + ip=args.ip, + hostname=args.hostname, + mac=args.mac, + max_concurrent_jobs=args.max_concurrent_jobs, + ) + daemon = WorkerDaemon(cfg) + try: + daemon.run_forever() + except KeyboardInterrupt: + daemon.stop() + return 0 + except WorkerIdentityConflict as e: + # Fatal: this daemon's METAINFER_NODE_ID conflicts with an existing + # worker record on a different physical box. Refuse to enter the main + # loop — silently continuing would either (a) clobber the legit record + # (now blocked at the registry layer) or (b) consume jobs intended for + # the real worker. Surface loudly and exit non-zero so systemd / the + # operator sees the failure. + print(f"[metainfer.worker] FATAL: {e}", file=sys.stderr) + return 2 + return 0 + + +if __name__ == "__main__": + sys.exit(main()) diff --git a/metainfer/worker/daemon.py b/metainfer/worker/daemon.py new file mode 100644 index 00000000..69ba5c2e --- /dev/null +++ b/metainfer/worker/daemon.py @@ -0,0 +1,163 @@ +"""Worker daemon main loop. + +Single-process, multi-threaded. Main thread: + (a) touches heartbeat every ``HEARTBEAT_INTERVAL_S`` + (b) polls inbox for new jobs each iteration + (c) on each new job: spawns a supervisor thread that runs ``jobs.run_job`` + and writes the result back. + +Per-job supervisor threads are bounded by ``max_concurrent_jobs`` (default 1 — +GPU jobs rarely benefit from in-worker parallelism and the scoreboard has +already allocated exclusive slots). Excess jobs queue in the inbox until a +slot frees. + +Startup: + - Detects local IP / MAC / hostname / GPU topology + - Calls ``worker_registry.register_worker`` (overwrites prior record — cold-start safe) + - Begins main loop + +Shutdown: + - SIGTERM/SIGINT → stop event → wait for in-flight jobs to finish (bounded + by their remaining timeout) → exit. Does NOT abandon jobs mid-flight. +""" + +from __future__ import annotations + +import os +import signal +import socket +import threading +import time +from dataclasses import dataclass +from pathlib import Path +from typing import Optional + +from metainfer.cluster import mqueue, paths, topology, worker_registry +from metainfer.cluster.queue_schema import JobHandle +from metainfer.worker import jobs + + +HEARTBEAT_INTERVAL_S = worker_registry.HEARTBEAT_INTERVAL_S # 15s +POLL_INTERVAL_S = 1.0 + + +@dataclass +class WorkerConfig: + """Configuration for a WorkerDaemon: identity + max in-flight jobs.""" + node_id: str + metainfer_root: Optional[str] = None + ip: Optional[str] = None + hostname: Optional[str] = None + mac: Optional[str] = None + max_concurrent_jobs: int = 1 + + +class WorkerDaemon: + """Long-running worker process. Call :meth:`run_forever` to start.""" + + def __init__(self, cfg: WorkerConfig) -> None: + self.cfg = cfg + self._stop = threading.Event() + self._inflight = threading.Semaphore(cfg.max_concurrent_jobs) + self._inflight_count = 0 + self._inflight_lock = threading.Lock() + self._threads: list[threading.Thread] = [] + + # ------------------------------------------------------------------ # + # Lifecycle + # ------------------------------------------------------------------ # + def start(self) -> None: + """Register worker and begin main loop. Returns when stop() is called.""" + self._register() + # Install signal handlers (no-op when called from non-main thread). + try: + signal.signal(signal.SIGTERM, self._on_signal) + signal.signal(signal.SIGINT, self._on_signal) + except (ValueError, OSError): + pass + + last_hb = 0.0 + while not self._stop.is_set(): + # Touch heartbeat at the configured cadence + now = time.time() + if now - last_hb >= HEARTBEAT_INTERVAL_S: + worker_registry.touch_heartbeat(self.cfg.node_id) + last_hb = now + + # Try to claim a job if we have an inflight slot + if self._inflight.acquire(blocking=False): + try: + handle = mqueue.consume_next_job(self.cfg.node_id, os.getpid()) + if handle is None: + # No job available — release the slot and sleep. + self._inflight.release() + time.sleep(POLL_INTERVAL_S) + continue + # Launch supervisor thread + with self._inflight_lock: + self._inflight_count += 1 + t = threading.Thread(target=self._supervise, args=(handle,), + daemon=True, + name=f"job-{handle.spec.job_id[:8]}") + self._threads.append(t) + t.start() + except Exception: # noqa: BLE001 + self._inflight.release() + raise + else: + time.sleep(POLL_INTERVAL_S) + + # Drain in-flight jobs + for t in self._threads: + if t.is_alive(): + t.join(timeout=60.0) + + def run_forever(self) -> None: + """Alias for :meth:`start` — the conventional entry point name.""" + self.start() + + def stop(self) -> None: + """Signal the daemon's main loop to exit (idempotent).""" + self._stop.set() + + def _on_signal(self, signum, frame) -> None: # noqa: ARG002 + self._stop.set() + + # ------------------------------------------------------------------ # + # Internals + # ------------------------------------------------------------------ # + def _register(self) -> None: + if self.cfg.metainfer_root: + os.environ["METAINFER_ROOT"] = self.cfg.metainfer_root + ip = self.cfg.ip or worker_registry.detect_local_ip() + hostname = self.cfg.hostname or socket.gethostname() + mac = self.cfg.mac or worker_registry.detect_local_mac() + topo = topology.detect_gpu_topology() + worker_registry.register_worker( + node_id=self.cfg.node_id, + ip=ip, + hostname=hostname, + mac=mac, + gpu_topology=topo, + ) + + def _supervise(self, handle: JobHandle) -> None: + """Run one job in its own thread and write result back.""" + try: + result = jobs.run_job(handle, self.cfg.node_id) + mqueue.write_result(handle, result) + except Exception as e: # noqa: BLE001 + # Last-resort error path: write a failed result so the orchestrator + # is not left polling forever. + try: + from metainfer.cluster.queue_schema import JobResult + mqueue.write_result(handle, JobResult( + job_id=handle.spec.job_id, status="failed", + error=f"worker supervisor crash: {e!s}", + )) + except Exception: # noqa: BLE001 + pass + finally: + with self._inflight_lock: + self._inflight_count -= 1 + self._inflight.release() diff --git a/metainfer/worker/jobs.py b/metainfer/worker/jobs.py new file mode 100644 index 00000000..90ba6315 --- /dev/null +++ b/metainfer/worker/jobs.py @@ -0,0 +1,210 @@ +"""Per-job subprocess execution on the worker side. + +Each job runs in its own thread (the daemon's supervisor). The subprocess is +spawned with ``start_new_session=True`` so it has its own process group — +critical for clean SIGTERM/SIGKILL on timeout or cancel. + +Streaming logs: stdout/stderr file handles are opened in append-binary mode +and passed to ``Popen`` as ``stdout`` / ``stderr``. The OS handles the streaming +for us; we just close the fds when the child exits. + +Timeout & cancel: a watchdog thread polls ``cancel.marker`` and the deadline. +On either trigger: SIGTERM → 5s grace → SIGKILL (mirrors +``metainfer.orchestrator.gpu_preflight._kill_one`` semantics). + +The worker does NOT release GPU slots — the orchestrator owns the LeaseToken +and releases in its ``finally``. The worker just reports exit status. +""" + +from __future__ import annotations + +import os +import shutil +import signal +import subprocess +import threading +import time +from pathlib import Path +from typing import Dict, List, Optional, Tuple + +from metainfer.cluster import mqueue, paths +from metainfer.cluster.queue_schema import ( + JobHandle, + JobResult, + STATUS_CANCELLED, + STATUS_DONE, + STATUS_TIMEOUT, +) + + +# Grace period between SIGTERM and SIGKILL. +KILL_GRACE_S = 5.0 +# Polling interval for cancel.marker / deadline check. +WATCHDOG_POLL_S = 0.5 + + +def _resolve_cuda_visible_devices(gpu_slots: List[Tuple[str, int]], own_node_id: str) -> str: + """Filter ``gpu_slots`` to those on ``own_node_id``, return as comma-string for CUDA_VISIBLE_DEVICES.""" + indices = sorted(idx for node, idx in gpu_slots if node == own_node_id) + return ",".join(str(i) for i in indices) + + +def _build_script_command(script_path: Path) -> List[str]: + return ["bash", str(script_path)] + + +def _build_agent_command(prompt_path: Path, workdir: Path) -> List[str]: + """Build a ccb (claude-code-binary) invocation that reads the prompt from a file. + + Mirrors ``SubAgentManager._build_command`` from + ``metainfer.orchestrator.subagent_manager`` but trimmed to the worker context: + no session resume, no extra dirs beyond the workdir. + """ + ccb = _find_ccb() + return [ + ccb, + "-p", + "--output-format", "stream-json", + "--input-format", "text", + "--verbose", + "--permission-mode", "bypassPermissions", + "--add-dir", str(workdir), + ] + + +def _find_ccb() -> str: + """Locate the claude-code-binary. Honors METAINFER_CCB / CLAUDE_BIN env overrides.""" + p = os.environ.get("METAINFER_CCB") or os.environ.get("CLAUDE_BIN") + if p: + return p + for name in ("ccb", "claude"): + path = shutil.which(name) + if path: + return path + return "ccb" + + +def _terminate_process_group(proc: subprocess.Popen) -> None: + """SIGTERM the child's process group, wait KILL_GRACE_S, then SIGKILL.""" + if proc.poll() is not None: + return + try: + pgid = os.getpgid(proc.pid) + except (ProcessLookupError, OSError): + return + try: + os.killpg(pgid, signal.SIGTERM) + except (ProcessLookupError, OSError): + return + deadline = time.time() + KILL_GRACE_S + while time.time() < deadline: + if proc.poll() is not None: + return + time.sleep(0.1) + try: + os.killpg(pgid, signal.SIGKILL) + except (ProcessLookupError, OSError): + pass + + +def _watch_and_kill(proc: subprocess.Popen, job_dir: Path, + deadline: float, stop_event: threading.Event) -> None: + """Watchdog thread body. Polls cancel.marker + deadline; kills child if either trips.""" + while not stop_event.is_set(): + if proc.poll() is not None: + return + if paths.job_cancel_marker(job_dir).exists(): + _terminate_process_group(proc) + return + if time.time() >= deadline: + _terminate_process_group(proc) + return + time.sleep(WATCHDOG_POLL_S) + + +def run_job(handle: JobHandle, own_node_id: str) -> JobResult: + """Execute one job end-to-end. Returns a :class:`JobResult`. + + Called by the daemon in a supervisor thread. The daemon is responsible for + writing the result via :func:`metainfer.cluster.mqueue.write_result`. + """ + spec = handle.spec + job_dir = Path(handle.job_dir) + started_at = time.time() + deadline = started_at + spec.timeout_s + + cwd = spec.cwd or str(job_dir) + if spec.cwd: + Path(cwd).mkdir(parents=True, exist_ok=True) + + env = dict(os.environ) + env.update({str(k): str(v) for k, v in spec.env.items()}) + cuda_vis = _resolve_cuda_visible_devices(spec.gpu_slots, own_node_id) + if cuda_vis: + env["CUDA_VISIBLE_DEVICES"] = cuda_vis + + stdout_path = job_dir / "stdout.log" + stderr_path = job_dir / "stderr.log" + stdout_fd = open(stdout_path, "ab") + stderr_fd = open(stderr_path, "ab") + stdin_fd = None + proc: Optional[subprocess.Popen] = None + stop_watchdog = threading.Event() + + try: + if spec.type == "script": + cmd = _build_script_command(job_dir / "script.sh") + proc = subprocess.Popen( + cmd, cwd=cwd, env=env, + stdin=subprocess.DEVNULL, + stdout=stdout_fd, stderr=stderr_fd, + start_new_session=True, close_fds=True, + ) + else: + # agent: ccb reads prompt on stdin + prompt_path = job_dir / "prompt.txt" + if not prompt_path.exists(): + prompt_path.write_text(spec.prompt_body) + cmd = _build_agent_command(prompt_path, Path(cwd)) + stdin_fd = open(prompt_path, "rb") + proc = subprocess.Popen( + cmd, cwd=cwd, env=env, + stdin=stdin_fd, + stdout=stdout_fd, stderr=stderr_fd, + start_new_session=True, close_fds=True, + ) + + wd = threading.Thread(target=_watch_and_kill, + args=(proc, job_dir, deadline, stop_watchdog), + daemon=True) + wd.start() + rc = proc.wait() + stop_watchdog.set() + wd.join(timeout=2.0) + + duration = time.time() - started_at + if paths.job_cancel_marker(job_dir).exists(): + return JobResult(job_id=spec.job_id, status=STATUS_CANCELLED, + signal=signal.SIGTERM, duration_s=duration) + if time.time() >= deadline and rc != 0: + return JobResult(job_id=spec.job_id, status=STATUS_TIMEOUT, + signal=signal.SIGKILL, duration_s=duration) + return JobResult(job_id=spec.job_id, status=STATUS_DONE, + exit_code=rc, duration_s=duration) + + except FileNotFoundError as e: + return JobResult(job_id=spec.job_id, status="failed", + error=f"executable not found: {e!s}", + duration_s=time.time() - started_at) + except OSError as e: + return JobResult(job_id=spec.job_id, status="failed", + error=f"os error: {e!s}", + duration_s=time.time() - started_at) + finally: + stop_watchdog.set() + for fd in (stdout_fd, stderr_fd, stdin_fd): + if fd is not None: + try: + fd.close() + except OSError: + pass diff --git a/metainfer/worker/tests/__init__.py b/metainfer/worker/tests/__init__.py new file mode 100644 index 00000000..e69de29b diff --git a/metainfer/worker/tests/test_daemon.py b/metainfer/worker/tests/test_daemon.py new file mode 100644 index 00000000..37b9ad9b --- /dev/null +++ b/metainfer/worker/tests/test_daemon.py @@ -0,0 +1,213 @@ +"""Tests for metainfer.worker.daemon + metainfer.worker.jobs. + +These tests exercise real subprocess execution (bash scripts only) against the +mqueue/fs_primitives layers. ccb-dependent paths are covered by FakeWorker +end-to-end tests in metainfer/tests/e2e/. +""" + +from __future__ import annotations + +import os +import time +from pathlib import Path + +import pytest + +from metainfer.cluster import mqueue, paths, scoreboard, worker_registry +from metainfer.cluster.queue_schema import JobSpec +from metainfer.testing.fake_worker import FakeWorker +from metainfer.worker import jobs +from metainfer.worker.jobs import run_job +from metainfer.cluster.queue_schema import JobHandle + + +@pytest.fixture(autouse=True) +def _scratch_root(tmp_path: Path, monkeypatch) -> Path: + monkeypatch.setenv("METAINFER_ROOT", str(tmp_path)) + return tmp_path + + +# --------------------------------------------------------------------------- # +# jobs.run_job — script path +# --------------------------------------------------------------------------- # +def _claim(spec: JobSpec) -> JobHandle: + """Manually mark a job as claimed and return a handle (bypasses the daemon).""" + jdir = paths.job_dir(spec.worker_node_id, spec.job_id) + from metainfer.cluster import fs_primitives + fs_primitives.link_claim(paths.job_claimed_marker(jdir), + {"worker_pid": 1, "claimed_at": time.time()}) + return JobHandle(spec=spec, job_dir=str(jdir), + claimed_at=time.time(), worker_pid=1) + + +def test_run_job_script_success() -> None: + spec = JobSpec(type="script", worker_node_id="w0", submitter="orch", + script_body="echo 'hi from worker'\nexit 0\n", timeout_s=5.0) + mqueue.submit_job(spec) + handle = _claim(spec) + + result = run_job(handle, own_node_id="w0") + assert result.status == "done" + assert result.exit_code == 0 + # stdout was streamed to file + out = (Path(handle.job_dir) / "stdout.log").read_text() + assert "hi from worker" in out + + +def test_run_job_script_nonzero_exit() -> None: + spec = JobSpec(type="script", worker_node_id="w0", submitter="orch", + script_body="echo to-stderr 1>&2\nexit 7\n", timeout_s=5.0) + mqueue.submit_job(spec) + handle = _claim(spec) + + result = run_job(handle, own_node_id="w0") + assert result.status == "done" + assert result.exit_code == 7 + err = (Path(handle.job_dir) / "stderr.log").read_text() + assert "to-stderr" in err + + +def test_run_job_script_with_env() -> None: + spec = JobSpec(type="script", worker_node_id="w0", submitter="orch", + script_body='echo "MY_VAR=$MY_VAR"\n', + timeout_s=5.0, + env={"MY_VAR": "hello-from-orch"}) + mqueue.submit_job(spec) + handle = _claim(spec) + result = run_job(handle, own_node_id="w0") + assert result.exit_code == 0 + out = (Path(handle.job_dir) / "stdout.log").read_text() + assert "MY_VAR=hello-from-orch" in out + + +def test_run_job_cuda_visible_devices_set() -> None: + """Slots on this worker should map to CUDA_VISIBLE_DEVICES.""" + worker_registry.register_worker("w0", "ip", "h", "m", + {0: {"uuid": "a"}, 1: {"uuid": "b"}}) + spec = JobSpec(type="script", worker_node_id="w0", submitter="orch", + script_body='echo "CVD=$CUDA_VISIBLE_DEVICES"\n', + timeout_s=5.0, + gpu_slots=[("w0", 1), ("w1", 0), ("w0", 0)]) + mqueue.submit_job(spec) + handle = _claim(spec) + run_job(handle, own_node_id="w0") + out = (Path(handle.job_dir) / "stdout.log").read_text() + # Sorted indices from w0: 0,1 + assert "CVD=0,1" in out + + +def test_run_job_no_cuda_when_no_slots_on_this_node() -> None: + """Slots exist but none on this worker — CUDA_VISIBLE_DEVICES unset (or empty).""" + spec = JobSpec(type="script", worker_node_id="w0", submitter="orch", + script_body='echo "CVD=${CUDA_VISIBLE_DEVICES:-unset}"\n', + timeout_s=5.0, + gpu_slots=[("w1", 0)]) + mqueue.submit_job(spec) + handle = _claim(spec) + run_job(handle, own_node_id="w0") + out = (Path(handle.job_dir) / "stdout.log").read_text() + assert "CVD=unset" in out + + +# --------------------------------------------------------------------------- # +# Timeout escalation +# --------------------------------------------------------------------------- # +def test_run_job_timeout_returns_timeout_status() -> None: + """Long-running script killed by deadline → status=timeout.""" + spec = JobSpec(type="script", worker_node_id="w0", submitter="orch", + script_body="sleep 30\n", timeout_s=1.0) + mqueue.submit_job(spec) + handle = _claim(spec) + + t0 = time.time() + result = run_job(handle, own_node_id="w0") + elapsed = time.time() - t0 + + assert result.status == "timeout" + # Elapsed should be ~1s timeout + up to 5s kill grace — well under 30s + assert elapsed < 10.0 + + +# --------------------------------------------------------------------------- # +# Cancel via marker +# --------------------------------------------------------------------------- # +def test_run_job_cancel_marker_triggers_sigterm() -> None: + spec = JobSpec(type="script", worker_node_id="w0", submitter="orch", + script_body="sleep 30\n", timeout_s=30.0) + mqueue.submit_job(spec) + handle = _claim(spec) + + # Write cancel marker just before running + paths.job_cancel_marker(Path(handle.job_dir)).write_text('{"reason":"test"}') + + result = run_job(handle, own_node_id="w0") + assert result.status == "cancelled" + + +def test_run_job_cancel_marker_arrives_mid_run() -> None: + """cancel.marker appears while the child is running.""" + spec = JobSpec(type="script", worker_node_id="w0", submitter="orch", + script_body="sleep 10\n", timeout_s=30.0) + mqueue.submit_job(spec) + handle = _claim(spec) + + # Spawn a thread that writes the marker after 0.3s + import threading + def canceller() -> None: + time.sleep(0.3) + paths.job_cancel_marker(Path(handle.job_dir)).write_text('{"reason":"late"}') + threading.Thread(target=canceller, daemon=True).start() + + t0 = time.time() + result = run_job(handle, own_node_id="w0") + elapsed = time.time() - t0 + + assert result.status == "cancelled" + # Should die within ~1s of the marker (0.5s poll + kill grace) + assert elapsed < 5.0 + + +# --------------------------------------------------------------------------- # +# FakeWorker end-to-end +# --------------------------------------------------------------------------- # +def test_fake_worker_completes_submitted_job() -> None: + fake = FakeWorker(node_id="w0") + fake.register() + fake.start_background() + + spec = JobSpec(type="script", worker_node_id="w0", submitter="orch", + script_body="echo hi\n", timeout_s=5.0) + job_id = mqueue.submit_job(spec) + + assert fake.wait_for_jobs(expected=1, timeout_s=2.0) + assert job_id in fake.completed_job_ids() + + result = mqueue.read_result(job_id, "orch") + assert result is not None + assert result.status == "done" + + fake.stop() + + +def test_fake_worker_custom_handler() -> None: + """Tests can inject their own job handler.""" + seen: list[str] = [] + + def custom(handle: JobHandle, own: str) -> object: + seen.append(handle.spec.job_id) + from metainfer.cluster.queue_schema import JobResult + return JobResult(job_id=handle.spec.job_id, status="done", exit_code=42) + + fake = FakeWorker(node_id="w0", handler=custom) + fake.register() + fake.start_background() + + spec = JobSpec(type="script", worker_node_id="w0", submitter="orch", + script_body="echo x\n", timeout_s=5.0) + job_id = mqueue.submit_job(spec) + + assert fake.wait_for_jobs(expected=1, timeout_s=2.0) + result = mqueue.read_result(job_id, "orch") + assert result is not None + assert result.exit_code == 42 + fake.stop()