From 39cca2d0622dd9b95ab05e4994a183aeac5d79da Mon Sep 17 00:00:00 2001 From: myrfy001 <11474381+myrfy001@users.noreply.github.com> Date: Wed, 15 Jul 2026 22:05:28 +0800 Subject: [PATCH 1/9] =?UTF-8?q?docs(metainfer):=20=E6=9B=B4=E6=96=B0=20sta?= =?UTF-8?q?r-history=20=E5=9B=BE=E8=A1=A8=20+=20=E6=96=B0=E5=A2=9E?= =?UTF-8?q?=E5=AD=A6=E6=9C=AF=E7=A0=94=E7=A9=B6=E4=B8=8E=E8=B4=A1=E7=8C=AE?= =?UTF-8?q?=E7=AB=A0=E8=8A=82?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit - star-history 改用 支持暗/亮主题自适应 - 新增 Academic Research/学术研究 章节，包含 arXiv 引用和 arxiv-paper 分支说明 - 新增 Contributing/如何贡献 章节，指向 CONTRIBUTING.md Co-Authored-By: deepseek-v4-pro --- README.md | 31 ++++++++++++++++++++++++++++--- README_CN.md | 28 +++++++++++++++++++++++++--- 2 files changed, 53 insertions(+), 6 deletions(-) diff --git a/README.md b/README.md index ad196ff9..9e399022 100644 --- a/README.md +++ b/README.md @@ -30,9 +30,13 @@

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

--- @@ -96,5 +100,26 @@ python -m metainfer.server.app 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..0dc4d12c 100644 --- a/README_CN.md +++ b/README_CN.md @@ -30,9 +30,13 @@

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

--- @@ -96,4 +100,22 @@ python -m metainfer.server.app 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)。 From 1da9d3617e59371f6172fdd7efdb8d2c8399c663 Mon Sep 17 00:00:00 2001 From: myrfy001 <11474381+myrfy001@users.noreply.github.com> Date: Wed, 15 Jul 2026 23:52:22 +0800 Subject: [PATCH 2/9] =?UTF-8?q?fix(gen-infer-framework):=20E=5Fperf=5Ftest?= =?UTF-8?q?=20=E8=AF=8A=E6=96=AD=E6=8D=95=E8=8E=B7=20+=20planner=20?= =?UTF-8?q?=E4=B8=8A=E4=B8=8B=E6=96=87=E5=A2=9E=E5=BC=BA=20+=20implementer?= =?UTF-8?q?=20=E5=B9=B6=E8=A1=8C=E6=8F=90=E7=A4=BA?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit - 扩展 DIAGNOSTIC_GLOBS 覆盖 E 阶段产物（perf_report.json, perf-server.*.log）和 retrospective.md，确保 planner 能看到 perf 失败的根因 - 新增 _render_e_failure() 给出结构化的 E 失败描述和诊断文件绝对路径 - _prev_logs_section() 自动发现 prev-iter 中的诊断文件，不再硬编码 C_test 文件名 - 新增 IMPLEMENT_PARALLEL_HINT 指导 implementer 用并行子 agent 同时写多个独立文件 - NOTEBOOKS_HINT 明确子 agent 禁令仅针对阅读（不针对写作） Co-Authored-By: deepseek-v4-pro --- .../orchestrator/pipeline.py | 41 ++++- .../orchestrator/plugin.py | 22 ++- .../orchestrator/prompts.py | 172 ++++++++++++++---- 3 files changed, 188 insertions(+), 47 deletions(-) diff --git a/metainfer/tasks/gen_infer_framework/orchestrator/pipeline.py b/metainfer/tasks/gen_infer_framework/orchestrator/pipeline.py index 3f7177e4..461f138e 100644 --- a/metainfer/tasks/gen_infer_framework/orchestrator/pipeline.py +++ b/metainfer/tasks/gen_infer_framework/orchestrator/pipeline.py @@ -882,7 +882,7 @@ def _do_perf_test_oracle( n=n, iter_dir=iter_dir, ctx=ctx, rec=rec, this_perf=None, e_ok=False, e_error=err, ) - return P.INFRA_FAIL, None, f"E (perf oracle) crashed: {err}" + return P.INFRA_FAIL, None, self._render_e_failure(n, err) # The oracle writes perf_report.json; reuse the existing parser. perf = self._read_perf_report(n, iter_dir) @@ -899,7 +899,7 @@ def _do_perf_test_oracle( # oracle that can't get numbers usually means the server # wouldn't boot or answer, which is the same class of problem # as a crashed C step. Don't burn a C-repair slot on it. - return P.INFRA_FAIL, perf, f"E (perf oracle): {e_error}" + return P.INFRA_FAIL, perf, self._render_e_failure(n, e_error) return P.OK, perf, None def _write_retrospective( @@ -1506,6 +1506,43 @@ def _render_oracle_failure(self, iter_num: int, result: Any) -> str: "(server stdout — startup banner, model load info)") return "\n".join(lines) + def _render_e_failure(self, iter_num: int, e_error: str) -> str: + """Compose a structured failure description for an E_perf_test failure. + + Mirrors :meth:`_render_oracle_failure` for the C step — surfaces the + error text AND explicit absolute pointers to the prev-iter diagnostic + files so the next iteration's planner can read the perf server logs + and retrospective before replanning. + + Without this, the planner sees only ``"perf oracle produced no usable + data"`` and replans blind, hitting the same E failure again. + """ + from metainfer.orchestrator.iteration import PREV_ITER_LOGS_SUBDIR + + next_logs = self._logs_dir_for(iter_num + 1) + snap = next_logs / PREV_ITER_LOGS_SUBDIR + + lines: List[str] = [] + lines.append(f"[iter {iter_num:03d} E_perf_test INFRA_FAIL] {e_error}") + lines.append("") + lines.append( + "Diagnostic files from this failed iteration will be copied into " + f"the next iteration's logs snapshot at `{snap}/`. READ them " + "before replanning — this is the second E failure in a row, so " + "the root cause is likely systematic, not a transient glitch:" + ) + lines.append(f" - {snap / 'retrospective.md'} " + "(reviewer's root cause analysis — READ THIS FIRST)") + lines.append(f" - {snap / 'perf_report.json'} " + "(perf sweep: per-concurrency throughput, error counts)") + lines.append(f" - {snap / 'perf-server.stderr.log'} " + "(serve.sh error output — OOM, port conflict, crash)") + lines.append(f" - {snap / 'perf-server.stdout.log'} " + "(serve.sh stdout — startup banner, model load info)") + lines.append(f" - {snap / 'server.stderr.log'} " + "(C-test server errors — if E failed, C may hold stale clues)") + return "\n".join(lines) + # ------------------------------------------------------------------ # # Agent runner (returns (ok, error, failure_mode)) # ------------------------------------------------------------------ # diff --git a/metainfer/tasks/gen_infer_framework/orchestrator/plugin.py b/metainfer/tasks/gen_infer_framework/orchestrator/plugin.py index 2797d1ce..d3a63f9b 100644 --- a/metainfer/tasks/gen_infer_framework/orchestrator/plugin.py +++ b/metainfer/tasks/gen_infer_framework/orchestrator/plugin.py @@ -5,18 +5,30 @@ # Diagnostic files copied forward from iteration N-1's logs dir into # iteration N's logs/prev-iter/ subdir at open time. Without this, the -# next agent has no visibility into WHY the previous C step failed — +# next agent has no visibility into WHY the previous step failed — # the failure_reason text alone is rarely enough to debug a server -# crash or a judge verdict. These names are gf-specific (oracle / -# judge / test logs); tasks with different diagnostic vocabularies -# declare their own globs. +# crash or a judge verdict. +# +# Covers BOTH C_test and E_perf_test artifacts. When E fails (perf +# oracle produced no usable data), the planner needs to see the perf +# server logs and the retrospective to understand WHY — otherwise it +# blindly replans and the next iteration hits the same E failure. DIAGNOSTIC_GLOBS = ( + # C_test (correctness oracle) "oracle-report.json", "server.stdout.log", "server.stderr.log", + "judge.*", + # E_perf_test (perf oracle) + "perf_report.json", + "perf-server.stdout.log", + "perf-server.stderr.log", + # Review analysis — the retrospective often contains better root + # cause analysis than the raw oracle output. + "retrospective.md", + # Agent prompts + generic diagnostics "*-test.log", "test.log", - "judge.*", "*.prompt.txt", ) diff --git a/metainfer/tasks/gen_infer_framework/orchestrator/prompts.py b/metainfer/tasks/gen_infer_framework/orchestrator/prompts.py index c6045341..57d97191 100644 --- a/metainfer/tasks/gen_infer_framework/orchestrator/prompts.py +++ b/metainfer/tasks/gen_infer_framework/orchestrator/prompts.py @@ -30,10 +30,11 @@ examples lives in the `notebooks/` directory. Read it EFFICIENTLY: -- Use the Read tool directly. Do NOT spawn sub-agents (no Agent / Task / - TaskOutput / Explore tool calls) — each sub-agent cold-starts a separate - `claude -p` process and burns 1-3 minutes of startup time per call, - which dominates your budget without producing better answers. +- Use the Read tool directly. Do NOT spawn sub-agents FOR READING (no Agent + / Task / TaskOutput / Explore tool calls to read files) — each sub-agent + cold-starts a separate `ccb` process and burns 1-3 minutes of startup + time per call. Reading a file yourself takes seconds; delegating it to a + sub-agent costs 100× more and adds zero value. - Start with `Glob notebooks/**/*.md` to see the layout, then Read only the files whose names match this iteration's task (typically 3-6 files). Do NOT read every notebook "to be complete". @@ -42,6 +43,35 @@ - Hard cap: at most ~8 Read calls to notebooks for planning, ~4 for implement / review / perf-plan.""" +IMPLEMENT_PARALLEL_HINT = """# Parallel implementation strategy (IMPLEMENTER ONLY) + +You will typically need to write **3+ independent source files** in one +iteration (e.g. `engine.py`, `scheduler.py`, `server.py`, `config.py`). +Writing them sequentially burns 20-40 minutes. Use parallel sub-agents +to write them simultaneously: + +1. **Read `plan.md` first.** Identify which files are independent (no + cross-file imports during initial writing). +2. **For each independent file, spawn ONE parallel Agent** that ONLY + writes that file. Each sub-agent prompt should include: + - The task requirements (frozen section above) + - The relevant excerpt from `plan.md` for THAT file + - The relevant notebook page(s) for that file's domain + - An explicit instruction: "Write exactly `` and nothing else" +3. **Spawn all writing agents in ONE message** so they run in parallel. + You can spawn up to 5 agents at once. +4. **After all agents finish**, read the files they wrote and: + - Fix import paths so cross-file references resolve + - Ensure consistent naming (class names, function signatures) across files + - Run `test.sh` to verify the whole system works together +5. **Do NOT delegate READING to sub-agents.** You read `plan.md`, the + notebooks, and any reference files yourself. Sub-agents only WRITE. + +Why this saves time: 5 files × 6 minutes each sequentially = 30 minutes. +5 files in parallel = ~8 minutes (longest single file) + 2 minutes of +glue work = ~10 minutes total. The sub-agent startup overhead (1-3 min +each) is well worth it for implementer workloads.""" + # Subdirectory (relative to iter_dir/.metainfer-logs/) where the previous # iteration's diagnostic files land via the copy-forward rule in @@ -424,10 +454,14 @@ def _prev_logs_section( """Render the 'previous iteration diagnostics' block. Only emitted when there IS a prev_failure (i.e. we're retrying after a - failed C step). When emitted, it tells the agent in no uncertain terms - to READ the actual log files before writing any code — the prev_failure - text is a summary, the real root cause is usually in server.stderr.log - or the per-case judge reasons inside oracle-report.json. + failed C or E step). When emitted, it tells the agent in no uncertain + terms to READ the actual log files before writing any code. + + The block auto-discovers which files exist in the prev-iter snapshot + rather than assuming C_test-specific filenames — E_perf_test failures + produce different artifacts (perf_report.json, perf-server.*.log), and + the retrospective.md often has better root cause analysis than either + oracle's raw output. ``prev_logs_dir`` is the ABSOLUTE path to the prev-iter snapshot directory (typically ``/.metainfer/logs///prev-iter/``). @@ -438,46 +472,102 @@ def _prev_logs_section( if not prev_failure: return "" if prev_logs_dir is None: - # No absolute path available — fall back to the legacy relative - # pointer. Should not happen in the new layout, but keeps the - # prompt useful if a caller forgets to pass the path. - snap = f".metainfer-logs/{PREV_ITER_LOGS_SUBDIR}" - p_oracle = f"{snap}/oracle-report.json" - p_stderr = f"{snap}/server.stderr.log" - p_stdout = f"{snap}/server.stdout.log" - p_judge = f"{snap}/judge.*.log" - loc_phrase = f"your working directory under `{snap}/`" + snap_str: str = f".metainfer-logs/{PREV_ITER_LOGS_SUBDIR}" + snap_path: Optional[Path] = None + loc_phrase = f"your working directory under `{snap_str}/`" + else: + snap_path = prev_logs_dir + snap_str = str(snap_path) + loc_phrase = f"`{snap_path}/`" + + # Build file pointers, separated by purpose. Reuse the same + # descriptions that _render_oracle_failure uses for C files, and + # add E-perf-specific entries. + file_entries: list[str] = [] + if snap_path is not None and snap_path.is_dir(): + existing = {p.name for p in snap_path.iterdir() if p.is_file()} else: - snap = prev_logs_dir - p_oracle = snap / "oracle-report.json" - p_stderr = snap / "server.stderr.log" - p_stdout = snap / "server.stdout.log" - p_judge = snap / "judge.*.log" - loc_phrase = f"`{snap}/`" + existing = set() + + # ---- C_test artifacts ---- + if "oracle-report.json" in existing: + p = f"{snap_str}/oracle-report.json" + file_entries.append( + f" - {p}\n" + " Full structured verdict: every test case's prompt, the server's actual\n" + " response, the judge's verdict + reason, http status, latency." + ) + if "server.stderr.log" in existing: + p = f"{snap_str}/server.stderr.log" + file_entries.append( + f" - {p}\n" + " The server's stderr capture — Python tracebacks, OOM messages, CUDA\n" + " errors, \"address already in use\", etc. For a crashed/hung server this\n" + " is almost always where the root cause lives." + ) + if "server.stdout.log" in existing: + p = f"{snap_str}/server.stdout.log" + file_entries.append( + f" - {p}\n" + " Server stdout — startup banner, model load progress, \"Uvicorn running\n" + " on ...\". Useful for confirming whether the server even started." + ) + + # ---- E_perf_test artifacts ---- + if "perf_report.json" in existing: + p = f"{snap_str}/perf_report.json" + file_entries.append( + f" - {p}\n" + " Structured perf sweep: per-concurrency throughput, latency percentiles,\n" + " error counts per concurrency level. When num_requests=0, the server was\n" + " not responding at all — check perf-server.stderr.log." + ) + if "perf-server.stderr.log" in existing: + p = f"{snap_str}/perf-server.stderr.log" + file_entries.append( + f" - {p}\n" + " Perf oracle server stderr — why the serve.sh under perf load failed.\n" + " OOM, CUDA errors, port conflicts, or request-handling crashes live here." + ) + if "perf-server.stdout.log" in existing: + p = f"{snap_str}/perf-server.stdout.log" + file_entries.append( + f" - {p}\n" + " Perf oracle server stdout — startup banner, model load progress, request\n" + " throughput. Confirms whether serve.sh booted successfully under perf load." + ) + + # ---- Review / analysis ---- + if "retrospective.md" in existing: + p = f"{snap_str}/retrospective.md" + file_entries.append( + f" - {p}\n" + " The previous iteration's retrospective. Written by a reviewer agent AFTER\n" + " seeing the full test results, it often contains the best root cause\n" + " analysis and concrete fix suggestions. READ THIS FIRST." + ) + + # Fallback: list everything in the snapshot. + if not file_entries: + if snap_path is not None and snap_path.is_dir(): + names = sorted(p.name for p in snap_path.iterdir() if p.is_file()) + if names: + file_entries = [f" - {snap_str}/{n}" for n in names] + + file_list = "\n".join(file_entries) + return f""" # Previous iteration's diagnostic logs (READ BEFORE CODING) -The previous C step failed. Its diagnostic artifacts have been copied into +The previous iteration failed. Its diagnostic artifacts have been copied into {loc_phrase}: - - {p_oracle} - Full structured verdict: every test case's prompt, the server's actual - response, the judge's verdict + reason, http status, latency. This is - the authoritative record of what went wrong. - - {p_stderr} - The server's stderr capture — Python tracebacks, OOM messages, CUDA - errors, "address already in use", etc. **For a crashed/hung server this - is almost always where the root cause lives.** - - {p_stdout} - Server stdout — startup banner, model load progress, "Uvicorn running - on ...". Useful for confirming whether the server even started. - - {p_judge} - The LLM-judge sub-agent's raw output per case (when judge_mode=llm). +{file_list} The `prev_failure` text above is a condensed summary. BEFORE writing any -code, open these files (especially `server.stderr.log` and the failing -cases' entries in `oracle-report.json`) and identify the concrete root -cause. Quote the relevant lines in your plan/commit message. +code, open these files (especially `server.stderr.log`, `perf-server.stderr.log`, +and `retrospective.md`) and identify the concrete root cause. Quote the +relevant lines in your plan/commit message. """ @@ -802,6 +892,8 @@ def implement_prompt( {_perf_plan_section(perf_plan)} {_review_feedback_section(review_feedback)} +{IMPLEMENT_PARALLEL_HINT} + # Deliverables 1. The code described in the plan, inside `{iter_dir}`. {_deliverables_for_task(task_type, iter_dir, req)} From 9312a614749f57383f0e033b9a811d03cdeda0de Mon Sep 17 00:00:00 2001 From: myrfy001 <11474381+myrfy001@users.noreply.github.com> Date: Thu, 16 Jul 2026 00:58:07 +0800 Subject: [PATCH 3/9] =?UTF-8?q?feat(metainfer):=20=E6=96=B0=E5=A2=9E=20fin?= =?UTF-8?q?d-low-hanging-kernel=20task=20=E6=8F=92=E4=BB=B6?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit 新增 `find-low-hanging-kernel` 任务插件：输入 Chrome tracing + 模型目录 + 推理框架源码树， 自动生成可审计的执行流图（节点 = kernel 调用，含 source_ref/tensor shapes/stats/confidence）， 并标记优化空间最大的低垂果实。插件完全位于 `metainfer/tasks/find_low_hanging_kernel/` 下， 复用 StateStore / AgentPool / SubAgentManager / TokenBudget 共享基础设施。 主要阶段（每阶段使用全新 Agent 实例，Step 1/2/3 均为多 agent 交叉验证）： - P1 code_analysis: 3-agent 池（arch/quant/runtime tracer）+ 综合 agent - P2 tracing_analysis: 确定性 trace parser + 3-agent 池（stat/source/shape analyst） - P3 graph_build + graph_validate: 5-worker 持久 AgentPool，每轮 3 节点分组语义校验 + 确定性完整性检查，支持循环 fix；validation/round_NN/ 留存审计产物 - P4 visualize: 把 graph JSON 内联进 ELK+SVG HTML 模板，独立文件 + WebUI iframe 双形态 附带的其他改动： - 共享层：`metainfer/orchestrator/requirements.py`（统一 req_field 读取， 终结 requirements.json 嵌套/扁平多路径读取反模式）；`server/liveness.py` - 其他 task 包（calc_value/opt_kernel/gen_infer_framework/gen_cpp_infer_framework） 切换到共享 requirements 读取层；CLAUDE.md 记录数据一致性权威源规约 测试：39 个新插件测试全绿；mock-based 端到端 + resume + integrity + pool 收敛均覆盖。 Co-Authored-By: glm-5.2 --- CLAUDE.md | 49 + metainfer/orchestrator/requirements.py | 99 + metainfer/orchestrator/state.py | 29 +- .../orchestrator/tests/test_requirements.py | 104 + .../orchestrator/tests/test_token_budget.py | 77 + metainfer/orchestrator/token_budget.py | 83 +- metainfer/server/app.py | 8 + metainfer/server/launcher.py | 59 +- metainfer/server/liveness.py | 187 + metainfer/server/state_reader.py | 24 +- metainfer/server/tests/test_liveness.py | 173 + metainfer/server/tests/test_state_reader.py | 18 +- .../calc_value/orchestrator/orchestrator.py | 50 +- .../example/orchestrator/orchestrator.py | 2 +- .../tasks/find_low_hanging_kernel/__init__.py | 13 + .../tasks/find_low_hanging_kernel/form.yaml | 49 + .../orchestrator/__init__.py | 28 + .../orchestrator/cli.py | 88 + .../orchestrator/graph_schema.py | 309 + .../orchestrator/graph_validator.py | 378 + .../orchestrator/iteration_record.py | 32 + .../orchestrator/orchestrator.py | 158 + .../orchestrator/phases.py | 208 + .../orchestrator/pipeline.py | 641 ++ .../orchestrator/plugin.py | 24 + .../orchestrator/prompts.py | 393 + .../orchestrator/trace_parser.py | 310 + .../orchestrator/visualizer.py | 88 + .../server/__init__.py | 1 + .../find_low_hanging_kernel/server/_qa.py | 79 + .../server/_state_readers.py | 82 + .../find_low_hanging_kernel/server/plugin.py | 28 + .../find_low_hanging_kernel/server/routes.py | 121 + .../static/flhk-detail.js | 260 + .../find_low_hanging_kernel/static/flhk.css | 55 + .../static/flow_graph_template.html | 370 + .../static/vendor/elk.bundled.js | 6589 +++++++++++++++++ .../find_low_hanging_kernel/tests/__init__.py | 1 + .../find_low_hanging_kernel/tests/_helpers.py | 128 + .../tests/test_form.py | 76 + .../tests/test_graph_schema.py | 109 + .../tests/test_graph_validator.py | 203 + .../tests/test_pipeline_phases.py | 224 + .../tests/test_trace_parser.py | 100 + .../tests/test_visualizer.py | 67 + .../orchestrator/orchestrator.py | 74 +- .../orchestrator/pipeline.py | 4 +- .../orchestrator/prompts.py | 39 +- .../orchestrator/orchestrator.py | 74 +- .../orchestrator/pipeline.py | 4 +- .../orchestrator/prompts.py | 39 +- .../opt_kernel/orchestrator/orchestrator.py | 13 +- .../tasks/opt_kernel/orchestrator/pipeline.py | 4 +- metainfer/tasks/sys_shell/server/routes.py | 3 +- metainfer/tasks/sys_shell/static/main.js | 1 + metainfer/tasks/sys_shell/static/styles.css | 9 + .../sys_shell/static/views/task-detail.js | 30 +- 57 files changed, 12239 insertions(+), 229 deletions(-) create mode 100644 metainfer/orchestrator/requirements.py create mode 100644 metainfer/orchestrator/tests/test_requirements.py create mode 100644 metainfer/server/liveness.py create mode 100644 metainfer/server/tests/test_liveness.py create mode 100644 metainfer/tasks/find_low_hanging_kernel/__init__.py create mode 100644 metainfer/tasks/find_low_hanging_kernel/form.yaml create mode 100644 metainfer/tasks/find_low_hanging_kernel/orchestrator/__init__.py create mode 100644 metainfer/tasks/find_low_hanging_kernel/orchestrator/cli.py create mode 100644 metainfer/tasks/find_low_hanging_kernel/orchestrator/graph_schema.py create mode 100644 metainfer/tasks/find_low_hanging_kernel/orchestrator/graph_validator.py create mode 100644 metainfer/tasks/find_low_hanging_kernel/orchestrator/iteration_record.py create mode 100644 metainfer/tasks/find_low_hanging_kernel/orchestrator/orchestrator.py create mode 100644 metainfer/tasks/find_low_hanging_kernel/orchestrator/phases.py create mode 100644 metainfer/tasks/find_low_hanging_kernel/orchestrator/pipeline.py create mode 100644 metainfer/tasks/find_low_hanging_kernel/orchestrator/plugin.py create mode 100644 metainfer/tasks/find_low_hanging_kernel/orchestrator/prompts.py create mode 100644 metainfer/tasks/find_low_hanging_kernel/orchestrator/trace_parser.py create mode 100644 metainfer/tasks/find_low_hanging_kernel/orchestrator/visualizer.py create mode 100644 metainfer/tasks/find_low_hanging_kernel/server/__init__.py create mode 100644 metainfer/tasks/find_low_hanging_kernel/server/_qa.py create mode 100644 metainfer/tasks/find_low_hanging_kernel/server/_state_readers.py create mode 100644 metainfer/tasks/find_low_hanging_kernel/server/plugin.py create mode 100644 metainfer/tasks/find_low_hanging_kernel/server/routes.py create mode 100644 metainfer/tasks/find_low_hanging_kernel/static/flhk-detail.js create mode 100644 metainfer/tasks/find_low_hanging_kernel/static/flhk.css create mode 100644 metainfer/tasks/find_low_hanging_kernel/static/flow_graph_template.html create mode 100644 metainfer/tasks/find_low_hanging_kernel/static/vendor/elk.bundled.js create mode 100644 metainfer/tasks/find_low_hanging_kernel/tests/__init__.py create mode 100644 metainfer/tasks/find_low_hanging_kernel/tests/_helpers.py create mode 100644 metainfer/tasks/find_low_hanging_kernel/tests/test_form.py create mode 100644 metainfer/tasks/find_low_hanging_kernel/tests/test_graph_schema.py create mode 100644 metainfer/tasks/find_low_hanging_kernel/tests/test_graph_validator.py create mode 100644 metainfer/tasks/find_low_hanging_kernel/tests/test_pipeline_phases.py create mode 100644 metainfer/tasks/find_low_hanging_kernel/tests/test_trace_parser.py create mode 100644 metainfer/tasks/find_low_hanging_kernel/tests/test_visualizer.py diff --git a/CLAUDE.md b/CLAUDE.md index 5da80b22..0f43d614 100644 --- a/CLAUDE.md +++ b/CLAUDE.md @@ -4,6 +4,55 @@ - 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`（缓存，由 reconcile 从 run.json 派生） | +| 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` / `runtime.json::tasks..pid`（reconcile 时从进程表验证） | +| 进程退出时间 | `orchestrator.pid::finished_at`（进程级元数据） | `registry.json::finished_at`（**派生缓存**——每个写 orchestrator.pid 的地方必须同时 update_task 镜像，reconcile 也会重导） | + +### 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）。 +- **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。 + +### 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： diff --git a/metainfer/orchestrator/requirements.py b/metainfer/orchestrator/requirements.py new file mode 100644 index 00000000..8041553a --- /dev/null +++ b/metainfer/orchestrator/requirements.py @@ -0,0 +1,99 @@ +"""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 diff --git a/metainfer/orchestrator/state.py b/metainfer/orchestrator/state.py index 879229a4..ce367189 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: 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..2b0b6be4 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 # --------------------------------------------------------------------------- # @@ -469,6 +469,87 @@ 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..bb1c2eb1 100644 --- a/metainfer/server/app.py +++ b/metainfer/server/app.py @@ -319,6 +319,14 @@ 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/launcher.py b/metainfer/server/launcher.py index c8c49e97..85c346ef 100644 --- a/metainfer/server/launcher.py +++ b/metainfer/server/launcher.py @@ -148,6 +148,34 @@ 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 + try: + tmp = run_path.with_suffix(".tmp") + tmp.write_text(json.dumps(data, indent=2), encoding="utf-8") + tmp.replace(run_path) + except OSError: + pass + + class LocalLauncher: """Spawns orchestrator subprocesses on THIS machine. The default launcher; what 99% of users will use. @@ -286,11 +314,14 @@ 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 +335,14 @@ 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" @@ -316,7 +350,7 @@ 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", @@ -326,14 +360,21 @@ def _reap_dead_pid_file( try: _tasks.update_task( task_id, pid=None, started_at=started_at, - finished_at=time.time(), + finished_at=now, ) except Exception: # noqa: BLE001 pass 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..b5cb6972 --- /dev/null +++ b/metainfer/server/liveness.py @@ -0,0 +1,187 @@ +"""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: check every registry task that claims to be running. + + Visible for tests — call directly to avoid the asyncio sleep loop. + """ + 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: + # Skip tasks the registry already considers done. The pid + # check mirrors what `list_tasks` consumers use to render + # the running pill — if it's already None, the UI already + # shows stopped. + if entry.pid is None or entry.finished_at is not None: + continue + 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/state_reader.py b/metainfer/server/state_reader.py index 697b980c..b129c79b 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} @@ -106,7 +116,7 @@ def append_timeline_event( 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 +129,10 @@ 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 +160,6 @@ 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, diff --git a/metainfer/server/tests/test_liveness.py b/metainfer/server/tests/test_liveness.py new file mode 100644 index 00000000..c2fbdb25 --- /dev/null +++ b/metainfer/server/tests/test_liveness.py @@ -0,0 +1,173 @@ +"""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, pid, finished_at=None): + """Minimal TaskEntry-like object for the liveness scan.""" + return MagicMock( + id=tid, pid=pid, finished_at=finished_at, + state_dir=f"/tmp/{tid}", workspace_dir=f"/tmp/{tid}-ws", + ) + + +def test_scan_skips_tasks_registry_considers_done(monkeypatch): + """A task with pid=None OR finished_at set is already considered + stopped by the registry — the scanner must not touch it.""" + entries = [ + _make_entry("alive", pid=123), + _make_entry("no-pid", pid=None), + _make_entry("finished", pid=123, finished_at=time.time()), + ] + monkeypatch.setattr(_tasks, "list_tasks", lambda: entries) + + launcher = MagicMock() + launcher.status = MagicMock() # should not be called + checker = _liveness.LivenessChecker(launcher=launcher) + checker._scan_once() + + # Only the "alive" entry should have triggered status() + assert launcher.status.call_count == 1 + assert launcher.status.call_args[0][0] == "alive" + + +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", pid=123)]) + 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", pid=999)]) + 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", pid=123)]) + 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", pid=123)]) + 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", pid=1), _make_entry("good", pid=2)] + 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..ab221b6d 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 +201,7 @@ 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"} 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/example/orchestrator/orchestrator.py b/metainfer/tasks/example/orchestrator/orchestrator.py index 86c5b1fe..9b1c3d24 100644 --- a/metainfer/tasks/example/orchestrator/orchestrator.py +++ b/metainfer/tasks/example/orchestrator/orchestrator.py @@ -58,7 +58,7 @@ def run_with_requirements( # from .pipeline import Pipeline # # store = StateStore(state_dir) - # run, is_resume = store.init_or_resume(task_id, task_type) + # run, is_resume = store.init_or_resume(task_id) # agent_manager = setup_orchestrator(state_dir, task_id, [workspace_dir]) # pipeline = Pipeline(store, agent_manager, paths, req) # try: diff --git a/metainfer/tasks/find_low_hanging_kernel/__init__.py b/metainfer/tasks/find_low_hanging_kernel/__init__.py new file mode 100644 index 00000000..35c55509 --- /dev/null +++ b/metainfer/tasks/find_low_hanging_kernel/__init__.py @@ -0,0 +1,13 @@ +"""find-low-hanging-kernel task package. + +Given a Chrome tracing profile + a model directory + an inference framework +source tree, this task builds a human+machine-auditable execution-flow graph +of one inference pass and identifies which kernels have the most optimization +headroom. + +Importing this package registers both its TaskPlugin (orchestrator-side +dispatch) and its WebPlugin (web routes / detail view / QA). +""" + +from .orchestrator import plugin as _task_plugin # noqa: F401 — registers TaskPlugin +from .server import plugin as _web_plugin # noqa: F401 — registers WebPlugin diff --git a/metainfer/tasks/find_low_hanging_kernel/form.yaml b/metainfer/tasks/find_low_hanging_kernel/form.yaml new file mode 100644 index 00000000..757ef7ea --- /dev/null +++ b/metainfer/tasks/find_low_hanging_kernel/form.yaml @@ -0,0 +1,49 @@ +# Question bank for the `find-low-hanging-kernel` task type. +# This task takes a Chrome tracing profile + a model directory + an inference +# framework source tree and builds an auditable execution-flow graph that +# highlights the kernels with the most optimization headroom. + +- key: trace_file + question: "Path to the Chrome tracing file produced by the inference framework (.json or .json.gz). This is the raw profile — a deterministic parser extracts kernel stats; the analysis agents never read this file directly." + header: "Trace file" + required: true + form: file + +- key: model_dir + question: "Path to the model directory. Must contain config.json (architecture + quantization params) and the weight files (the parser reads weight names + dtypes + shapes from the index). READ-ONLY: this task will never modify model files." + header: "Model dir" + required: true + form: file + +- key: framework_source_dir + question: "Path to the inference framework source tree that produced the trace. Agents will read this to map kernel names to source locations. READ-ONLY: this task will never modify framework source." + header: "Framework src" + required: true + form: file + +- key: cli_args_and_env + question: "Framework CLI args + env vars at launch time (free-form text, e.g. `--tp 2 --enable-cuda-graph` + `VLLM_ATTENTION_BACKEND=FLASH_ATTN`). Critical for resolving which code path actually ran, TP-affected tensor shapes, and CUDA Graph capture." + header: "CLI + env" + required: false + form: textarea + default: "" + +- key: startup_log + question: "Path to the framework startup log file (optional). Helps the runtime-tracer agent confirm which kernels / paths were actually instantiated at launch." + header: "Startup log" + required: false + form: file + +- key: max_validator_rounds + question: "Maximum number of Step 3 graph-validation rounds before we accept the best-effort graph and proceed to visualization." + header: "Max rounds" + required: false + form: number + default: 5 + +- key: token_budget_max_cost_usd + question: "Token-cost budget cap in USD (optional). When the running total crosses this limit the task soft-aborts at the next phase boundary. Leave blank for unlimited." + header: "Cost cap" + required: false + form: number + default: "" diff --git a/metainfer/tasks/find_low_hanging_kernel/orchestrator/__init__.py b/metainfer/tasks/find_low_hanging_kernel/orchestrator/__init__.py new file mode 100644 index 00000000..158b8ca7 --- /dev/null +++ b/metainfer/tasks/find_low_hanging_kernel/orchestrator/__init__.py @@ -0,0 +1,28 @@ +"""find-low-hanging-kernel orchestrator package. + +Pipeline shape:: + + P1_code_analysis → P2_tracing_analysis → P3_graph_build + │ + ▼ + P3_graph_validate ◄─┐ + │ │ + fix_applied │ │ + └────────────┘ + │ clean + ▼ + P4_visualize ──► done + +Steps 1 and 2 each fan out to 3 independent analysis agents (one per +"angle") and then a synthesizer cross-validates. Step 3 builds the flow +graph with a single agent, then a deterministic driver iterates: +integrity-check (pure Python) + 5-worker AgentPool semantic-check that +splits nodes into 3-groups. Step 4 is pure-render. +""" + +from metainfer.orchestrator.tasks import register +from .plugin import PLUGIN + +register(PLUGIN) + +__version__ = "0.1.0" diff --git a/metainfer/tasks/find_low_hanging_kernel/orchestrator/cli.py b/metainfer/tasks/find_low_hanging_kernel/orchestrator/cli.py new file mode 100644 index 00000000..a0eb0807 --- /dev/null +++ b/metainfer/tasks/find_low_hanging_kernel/orchestrator/cli.py @@ -0,0 +1,88 @@ +"""CLI for the find-low-hanging-kernel orchestrator subprocess.""" + +from __future__ import annotations + +import argparse +import os +import sys +from pathlib import Path + +DEFAULT_CLAUDE_BIN = "ccb" +DEFAULT_PERMISSION_MODE = "bypassPermissions" +_VALID_PERMISSION_MODES = ("default", "acceptEdits", "plan", "bypassPermissions", "auto") +DEFAULT_EFFORT = "max" +_VALID_EFFORTS = ("low", "medium", "high", "max") + + +def _resolve_claude_bin(cli_value: str | None) -> str: + if cli_value: + return cli_value + return os.environ.get("METAINFER_CLAUDE_BIN", DEFAULT_CLAUDE_BIN) + + +def _resolve_permission_mode(cli_value: str | None) -> str: + if cli_value: + v = cli_value + else: + v = os.environ.get("METAINFER_PERMISSION_MODE", DEFAULT_PERMISSION_MODE) + if v not in _VALID_PERMISSION_MODES: + raise SystemExit( + f"invalid permission mode {v!r}; expected one of {', '.join(_VALID_PERMISSION_MODES)}" + ) + return v + + +def _resolve_effort(cli_value: str | None) -> str: + if cli_value: + v = cli_value + else: + v = os.environ.get("METAINFER_EFFORT", DEFAULT_EFFORT) + if v not in _VALID_EFFORTS: + raise SystemExit( + f"invalid effort {v!r}; expected one of {', '.join(_VALID_EFFORTS)}" + ) + return v + + +def main(argv: list[str] | None = None) -> int: + parser = argparse.ArgumentParser( + prog="metainfer-orchestrator", + description="MetaInfer find-low-hanging-kernel orchestrator (spawned by WebUI).", + ) + sub = parser.add_subparsers(dest="cmd", required=True) + + run_p = sub.add_parser("run", help="Run orchestrator on requirements.json") + run_p.add_argument("requirements", type=Path, help="Path to requirements.json") + run_p.add_argument("--state-dir", type=Path, default=None, + help="Metadata dir (run.json, timeline.jsonl, logs/, ...)") + run_p.add_argument("--workspace-dir", type=Path, default=None, + help="Generated-artifacts dir (memory/, flow_graph.*, ...)") + run_p.add_argument("--claude-bin", default=None, + help=f"Claude Code binary (default: env METAINFER_CLAUDE_BIN or {DEFAULT_CLAUDE_BIN!r})") + run_p.add_argument("--permission-mode", default=None, choices=_VALID_PERMISSION_MODES, + help=f"Claude Code permission mode (default: {DEFAULT_PERMISSION_MODE!r})") + run_p.add_argument("--model", default=None, help="Override model for sub-agents") + run_p.add_argument("--effort", default=None, choices=_VALID_EFFORTS, + help=f"Claude Code effort level (default: {DEFAULT_EFFORT!r})") + run_p.add_argument("--extra-claude-arg", action="append", default=[], + help="Extra arg(s) forwarded to claude -p") + + args = parser.parse_args(argv) + + if args.cmd == "run": + from .orchestrator import run_with_requirements + return run_with_requirements( + requirements_path=args.requirements, + state_dir=args.state_dir, + workspace_dir=args.workspace_dir, + claude_bin=_resolve_claude_bin(args.claude_bin), + permission_mode=_resolve_permission_mode(args.permission_mode), + model=args.model, + extra_claude_args=args.extra_claude_arg, + effort=_resolve_effort(args.effort), + ) + return 1 + + +if __name__ == "__main__": + sys.exit(main()) diff --git a/metainfer/tasks/find_low_hanging_kernel/orchestrator/graph_schema.py b/metainfer/tasks/find_low_hanging_kernel/orchestrator/graph_schema.py new file mode 100644 index 00000000..e25aee00 --- /dev/null +++ b/metainfer/tasks/find_low_hanging_kernel/orchestrator/graph_schema.py @@ -0,0 +1,309 @@ +"""Graph schema + integrity validator (Step 3b-i). + +The flow-graph JSON schema is intentionally narrow so the deterministic +integrity check can verify it without LLM help. Semantic correctness (does +this node's role/operator/source_ref match reality?) is the job of the +5-worker pool in :mod:`graph_validator`. + +Schema +------ + +:: + + { + "schema_version": 1, + "metadata": { + "task_id": "...", + "model": "...", + "tp_size": 1, + "vars": {"B": "batch", "M": "seq_len", ...} + }, + "nodes": [ + { + "id": "n01", # required, unique + "role": "RMSNorm", # required, human-readable step purpose + "operator": "rms_norm_kernel", # required, kernel name from trace + "source_ref": { # required; may be null if unknown + "file": "layers.py", "line": 142, "symbol": "RMSNorm.forward" + }, + "inputs": [{"name":"x","dtype":"fp16","shape":["B","M","4096"]}], + "outputs": [{"name":"y","dtype":"fp16","shape":["B","M","4096"]}], + "stats": { # required; from trace_parsed.json + "count": 12, "mean_us": 34.2, "std_us": 1.1, + "total_us": 410.4, "p99_us": 36.0 + }, + "confidence": "high" # "high" | "medium" | "low" + }, ... + ], + "edges": [{"from": "n01", "to": "n02", "label": "y"}, ...] + } + +Special node roles: +- ``role == "entry"`` — graph source; no incoming edges required. +- ``role == "exit"`` — graph sink; no outgoing edges required. +""" + +from __future__ import annotations + +from dataclasses import dataclass, field +from typing import Any, Dict, List, Optional, Set, Tuple + + +SCHEMA_VERSION = 1 + +NODE_REQUIRED_FIELDS: Tuple[str, ...] = ("id", "role", "operator") +EDGE_REQUIRED_FIELDS: Tuple[str, ...] = ("from", "to") + +# Fields that may be present but must have the right type when they are. +NODE_TYPED_FIELDS: Dict[str, type] = { + "id": str, + "role": str, + "operator": str, + "confidence": str, + "inputs": list, + "outputs": list, + "stats": dict, + "source_ref": dict, +} + +_VALID_CONFIDENCE = {"high", "medium", "low", "unknown", ""} +_VALID_SPECIAL_ROLES = {"entry", "exit"} + + +@dataclass +class IntegrityReport: + """Result of :func:`check_integrity`.""" + + clean: bool + fixes_applied: List[Dict[str, Any]] = field(default_factory=list) + errors: List[str] = field(default_factory=list) + warnings: List[str] = field(default_factory=list) + + +def _is_str_or_int(v: Any) -> bool: + return isinstance(v, (str, int)) + + +def _validate_tensor(t: Any, *, path: str, problems: List[str]) -> None: + if not isinstance(t, dict): + problems.append(f"{path}: tensor must be an object, got {type(t).__name__}") + return + if "name" not in t or not isinstance(t["name"], str): + problems.append(f"{path}: tensor.name missing or not str") + if "dtype" not in t or not isinstance(t["dtype"], str): + problems.append(f"{path}: tensor.dtype missing or not str") + shape = t.get("shape") + if not isinstance(shape, list) or not all( + isinstance(s, (str, int)) for s in shape + ): + problems.append( + f"{path}: tensor.shape must be a list of str|int (variable dims are str)" + ) + + +def _coerce_str_int(v: Any) -> Any: + """Allow ints to masquerade as shape dims; leave strings as variables.""" + return v + + +def _check_shape_var_refs( + nodes: List[Dict[str, Any]], + declared_vars: Set[str], + problems: List[str], +) -> None: + """All string entries in tensor.shape must be either a declared variable + OR an arithmetic expression involving declared variables (e.g. ``"hidden_size/tp_size"``). + We only enforce that the *first identifier* of any compound expression is + a declared variable, to keep the check cheap and predictable.""" + import re + + ident_re = re.compile(r"[A-Za-z_][A-Za-z0-9_]*") + for node in nodes: + for side in ("inputs", "outputs"): + tensors = node.get(side) or [] + if not isinstance(tensors, list): + continue + for i, t in enumerate(tensors): + if not isinstance(t, dict): + continue + shape = t.get("shape") + if not isinstance(shape, list): + continue + for dim in shape: + if not isinstance(dim, str): + continue + idents = ident_re.findall(dim) + unknown = [tok for tok in idents if tok not in declared_vars] + if unknown: + problems.append( + f"node {node.get('id')!r} {side}[{i}].shape={dim!r} " + f"references undeclared variable(s): {unknown}" + ) + + +def _check_and_fix_integrity(graph: Dict[str, Any]) -> IntegrityReport: + """Pure-Python integrity check + safe auto-fixes. + + Auto-fixes applied (each logged in ``fixes_applied``): + - Drop edges whose endpoint isn't a known node id. + - Add an ``inputs``/``outputs``/``stats`` default if missing. + + Non-fixable problems (recorded in ``errors``): + - duplicate node ids + - missing required node fields + - malformed tensors + - undeclared shape variables + """ + fixes: List[Dict[str, Any]] = [] + errors: List[str] = [] + warnings: List[str] = [] + + if not isinstance(graph, dict): + return IntegrityReport(False, errors=["graph root must be an object"]) + if graph.get("schema_version") != SCHEMA_VERSION: + warnings.append( + f"schema_version is {graph.get('schema_version')!r}, expected {SCHEMA_VERSION}" + ) + + nodes = graph.get("nodes") + if not isinstance(nodes, list) or not nodes: + errors.append("graph.nodes missing or empty") + nodes = [] + edges = graph.get("edges") + if not isinstance(edges, list): + warnings.append("graph.edges missing or not a list — assuming []") + edges = [] + graph["edges"] = edges + + # 1. Node id uniqueness + required fields. + seen_ids: Set[str] = set() + for i, node in enumerate(nodes): + if not isinstance(node, dict): + errors.append(f"node[{i}] is not an object") + continue + for f_ in NODE_REQUIRED_FIELDS: + v = node.get(f_) + if v in (None, ""): + errors.append(f"node[{i}] missing required field {f_!r}") + nid = node.get("id") + if not isinstance(nid, str): + continue + if nid in seen_ids: + errors.append(f"duplicate node id {nid!r}") + seen_ids.add(nid) + + # Type check optional-but-present fields. + for fname, expected in NODE_TYPED_FIELDS.items(): + if fname in node and node[fname] is not None: + if not isinstance(node[fname], expected): + errors.append( + f"node {nid!r}.{fname} must be {expected.__name__}, " + f"got {type(node[fname]).__name__}" + ) + + # Confidence vocabulary. + conf = node.get("confidence") + if isinstance(conf, str) and conf and conf not in _VALID_CONFIDENCE: + warnings.append( + f"node {nid!r}.confidence={conf!r} not in {sorted(_VALID_CONFIDENCE)}" + ) + + # Auto-fix: default missing optional fields to empty containers so + # downstream code doesn't need to None-check. + for empty_field in ("inputs", "outputs"): + if node.get(empty_field) is None: + node[empty_field] = [] + fixes.append({ + "kind": "default_empty", + "node": nid, + "field": empty_field, + }) + if node.get("stats") is None: + node["stats"] = {} + fixes.append({"kind": "default_empty", "node": nid, "field": "stats"}) + if node.get("source_ref") is None: + node["source_ref"] = {} + fixes.append({ + "kind": "default_empty", "node": nid, "field": "source_ref", + }) + + # Validate tensors. + for side in ("inputs", "outputs"): + tensors = node.get(side) or [] + for j, t in enumerate(tensors): + _validate_tensor( + t, path=f"node {nid!r}.{side}[{j}]", problems=errors, + ) + + # 2. Edges — drop dangling ones. + pruned_edges: List[Dict[str, Any]] = [] + for i, e in enumerate(edges): + if not isinstance(e, dict): + errors.append(f"edge[{i}] is not an object") + continue + for f_ in EDGE_REQUIRED_FIELDS: + if e.get(f_) in (None, ""): + errors.append(f"edge[{i}] missing required field {f_!r}") + frm, to = e.get("from"), e.get("to") + if frm in seen_ids and to in seen_ids: + pruned_edges.append(e) + else: + missing = [] + if frm not in seen_ids: + missing.append(f"from={frm!r}") + if to not in seen_ids: + missing.append(f"to={to!r}") + fixes.append({ + "kind": "drop_dangling_edge", + "edge_index": i, + "missing": missing, + "edge": e, + }) + if len(pruned_edges) != len(edges): + graph["edges"] = pruned_edges + + # 3. Isolated-node check (entry/exit roles are exempt). + touched: Set[str] = set() + for e in pruned_edges: + touched.add(e.get("from")) + touched.add(e.get("to")) + for node in nodes: + nid = node.get("id") if isinstance(node, dict) else None + if not isinstance(nid, str): + continue + if node.get("role") in _VALID_SPECIAL_ROLES: + continue + if nid not in touched: + errors.append( + f"node {nid!r} is isolated (no edges). " + f"If it's a graph entry/exit, set role to 'entry' or 'exit'." + ) + + # 4. Shape-variable references. + metadata = graph.get("metadata") or {} + if not isinstance(metadata, dict): + metadata = {} + graph["metadata"] = metadata + declared = metadata.get("vars") or {} + if not isinstance(declared, dict): + warnings.append("metadata.vars is not a dict — treating as empty") + declared = {} + declared_set: Set[str] = set(declared.keys()) + # Numeric literals are also always valid shape dims, but we don't need to + # add them — only string dims are treated as variable references. + _check_shape_var_refs(nodes, declared_set, errors) + + clean = not errors + return IntegrityReport( + clean=clean, fixes_applied=fixes, errors=errors, warnings=warnings, + ) + + +def check_integrity(graph: Dict[str, Any]) -> IntegrityReport: + """Run :func:`_check_and_fix_integrity` and return the report. The graph + dict is mutated in-place to apply safe auto-fixes.""" + return _check_and_fix_integrity(graph) + + +def is_isolated_exempt(node: Dict[str, Any]) -> bool: + return node.get("role") in _VALID_SPECIAL_ROLES diff --git a/metainfer/tasks/find_low_hanging_kernel/orchestrator/graph_validator.py b/metainfer/tasks/find_low_hanging_kernel/orchestrator/graph_validator.py new file mode 100644 index 00000000..8360007b --- /dev/null +++ b/metainfer/tasks/find_low_hanging_kernel/orchestrator/graph_validator.py @@ -0,0 +1,378 @@ +"""Graph semantic validator (Step 3b-ii) — deterministic driver. + +For each round: +1. Run :func:`graph_schema.check_integrity` (auto-fixes). +2. Split nodes into consecutive 3-node groups (deterministic ordering by id). +3. Build a :class:`PoolTask` per group; prompt asks the agent to verify each + node's role/operator/source_ref/shapes/stats against the step-1/step-2 + memory + framework source. +4. Collect results, apply suggested patches, write per-group JSON to disk. +5. Round decision: 0 issues → CLEAN; otherwise NEEDS_FIX (loop). + +The 5 workers form a *persistent* pool (one ``AgentPool`` instance for the +whole round) — we do not spawn a fresh pool per group, per the spec. Token +accounting flows automatically through SubAgentManager → TokenBudget. +""" + +from __future__ import annotations + +import json +import re +from dataclasses import dataclass +from pathlib import Path +from typing import Any, Dict, List, Optional, Tuple + +from metainfer.orchestrator.agent_pool import AgentPool, PoolTask + +from .graph_schema import IntegrityReport, check_integrity + + +POOL_SIZE = 5 +GROUP_SIZE = 3 + + +@dataclass +class RoundResult: + round_num: int + integrity: IntegrityReport + group_result_paths: List[Path] + issue_count: int + outcome: str # "clean" | "needs_fix" | "failed" + notes: List[str] + + +def _split_into_groups(nodes: List[Dict[str, Any]]) -> List[List[Dict[str, Any]]]: + """Deterministic consecutive grouping by node position (NOT id-sorted) — + the builder already emits nodes in a meaningful order (forward-pass order + where possible), so preserving input order gives meaningful neighbors.""" + out: List[List[Dict[str, Any]]] = [] + for i in range(0, len(nodes), GROUP_SIZE): + out.append(nodes[i : i + GROUP_SIZE]) + return out + + +def _neighbor_context(nodes: List[Dict[str, Any]], graph: Dict[str, Any]) -> str: + """Return a compact description of how the group connects to the rest of + the graph, so the validator can reason about edge correctness.""" + ids = {n.get("id") for n in nodes} + edges = graph.get("edges") or [] + in_edges = [e for e in edges if e.get("to") in ids] + out_edges = [e for e in edges if e.get("from") in ids] + lines = ["Inbound edges:"] + for e in in_edges: + lines.append(f" {e.get('from')} -> {e.get('to')} (label={e.get('label','')!r})") + lines.append("Outbound edges:") + for e in out_edges: + lines.append(f" {e.get('from')} -> {e.get('to')} (label={e.get('label','')!r})") + return "\n".join(lines) + + +def _build_validator_prompt( + group: List[Dict[str, Any]], + graph: Dict[str, Any], + *, + step1_path: Path, + step2_path: Path, + framework_dir: Path, +) -> str: + import json as _json + + neighbors = _neighbor_context(group, graph) + nodes_json = _json.dumps(group, indent=2, ensure_ascii=False) + + return f"""You are a validation agent for an inference-framework execution-flow graph. + +# Your task +For each of the {len(group)} node(s) below, verify its declared fields against +the ground-truth evidence: + + 1. Read the Step 1 code-analysis memory at: `{step1_path}` + 2. Read the Step 2 tracing-analysis memory at: `{step2_path}` + 3. Cross-reference kernel names, source-file paths, line numbers, and tensor + shapes against the framework source at: `{framework_dir}` (READ-ONLY — do + not write to anything under that directory). + +For each node, check: + - role: Is the human-readable step description accurate? + - operator: Does this kernel name appear in the trace summary? Does it + match the source-level operator that should produce it? + - source_ref: Does the file:line:symbol actually exist in the framework + source? Is it the code path that ACTUALLY runs under the + user's CLI args + env vars? + - inputs/outputs: Are tensor shapes correct? Pay special attention to + tensor-parallel (TP) splits — a weight dim like + `hidden_size` may become `hidden_size/tp_size` on a single + rank. Shape variables (e.g. "B", "M") must be consistent + across the graph. + - stats: Do mean_us / count / total_us plausibly match the trace + summary for this kernel name? Note that one kernel name + may be invoked from multiple call sites with very different + shapes — flag when the stats look like a blend. + +# Output format +Emit a single JSON object mapping each node id to a verdict: + +```json +{{ + "": {{ + "ok": true|false, + "issues": ["... concise description of each problem ..."], + "suggested_patch": {{ + "role": "...", "operator": "...", + "source_ref": {{"file": "...", "line": 0, "symbol": "..."}}, + "inputs": [...], "outputs": [...], + "stats": {{...}}, "confidence": "..." + }} + }}, + ... +}} +``` + +Rules: +- Only populate `suggested_patch` fields you actually want to change. An empty + patch means "this node is OK as-is" (still set ok=true). +- Do NOT propose patches that change the node id or remove the node. +- Output ONLY the JSON object (no preamble, no markdown fences around the JSON + payload other than the one shown above if you need it for clarity). + +# Node group to validate +{nodes_json} + +# Neighbors (for edge correctness context) +{neighbors} +""" + + +def _extract_json_object(text: str) -> Optional[Dict[str, Any]]: + """Pull the first balanced {...} block out of an agent response.""" + if not text: + return None + start = text.find("{") + while start != -1: + depth = 0 + for i in range(start, len(text)): + c = text[i] + if c == "{": + depth += 1 + elif c == "}": + depth -= 1 + if depth == 0: + blob = text[start : i + 1] + try: + parsed = json.loads(blob) + if isinstance(parsed, dict): + return parsed + except json.JSONDecodeError: + pass + break + start = text.find("{", start + 1) + return None + + +def apply_patches(graph: Dict[str, Any], verdicts: Dict[str, Any]) -> Tuple[int, List[str]]: + """Apply non-destructive patches from the validator verdicts. + + Refuses to change node id or remove nodes. Returns (count_applied, notes).""" + applied = 0 + notes: List[str] = [] + nodes_by_id = {n.get("id"): n for n in (graph.get("nodes") or []) if isinstance(n, dict)} + + for nid, verdict in verdicts.items(): + if not isinstance(verdict, dict): + continue + patch = verdict.get("suggested_patch") + if not isinstance(patch, dict): + continue + target = nodes_by_id.get(nid) + if target is None: + notes.append(f"verdict references unknown node id {nid!r} — skipped") + continue + + # Never change id; refuse destructive ops. + if "id" in patch and patch["id"] != target.get("id"): + notes.append(f"node {nid!r}: refusing to change id — skipped") + continue + + for k, v in patch.items(): + if k == "id": + continue + # Light type guard. + if k in ("inputs", "outputs") and not isinstance(v, list): + notes.append(f"node {nid!r}.{k}: expected list — skipped") + continue + if k == "source_ref" and not isinstance(v, dict): + notes.append(f"node {nid!r}.source_ref: expected dict — skipped") + continue + if k == "stats" and not isinstance(v, dict): + notes.append(f"node {nid!r}.stats: expected dict — skipped") + continue + target[k] = v + applied += 1 + return applied, notes + + +def _count_issues(verdicts: Dict[str, Any]) -> int: + n = 0 + for v in verdicts.values(): + if isinstance(v, dict) and v.get("ok") is False: + n += 1 + return n + + +def run_validation_round( + *, + round_num: int, + graph: Dict[str, Any], + manager, # SubAgentManager | MockAgentManager + step1_path: Path, + step2_path: Path, + framework_dir: Path, + round_dir: Path, + pool_log_dir: Path, + timeout_s: int = 600, +) -> RoundResult: + """Execute one integrity + semantic validation round. + + The ``graph`` dict is mutated in-place (both by integrity auto-fixes and + by patch application). All artifacts land in ``round_dir``. + """ + round_dir.mkdir(parents=True, exist_ok=True) + pool_log_dir.mkdir(parents=True, exist_ok=True) + + # 1. Integrity check + auto-fix. + integrity = check_integrity(graph) + (round_dir / "integrity_fixes.json").write_text( + json.dumps( + { + "clean": integrity.clean, + "errors": integrity.errors, + "warnings": integrity.warnings, + "fixes_applied": integrity.fixes_applied, + }, + indent=2, + ), + encoding="utf-8", + ) + if not integrity.clean: + # Don't even run the pool — surface errors and let the caller decide. + return RoundResult( + round_num=round_num, + integrity=integrity, + group_result_paths=[], + issue_count=len(integrity.errors), + outcome="needs_fix", + notes=["integrity errors block semantic validation"], + ) + + nodes = graph.get("nodes") or [] + groups = _split_into_groups(nodes) + + # 2. Build pool tasks. + pool = AgentPool( + manager, + n_workers=POOL_SIZE, + log_dir=pool_log_dir, + role="node_validator", + name_prefix=f"validator_r{round_num}", + timeout_s=timeout_s, + stuck_timeout_s=max(60, timeout_s // 2), + max_retries=2, + ) + + tasks: List[PoolTask] = [] + for i, group in enumerate(groups): + prompt = _build_validator_prompt( + group, graph, + step1_path=step1_path, step2_path=step2_path, + framework_dir=framework_dir, + ) + workdir = round_dir / f"group_{i:02d}" + workdir.mkdir(parents=True, exist_ok=True) + ids_in_group = "_".join(str(n.get("id", "?")) for n in group) + safe_ids = re.sub(r"[^A-Za-z0-9_.-]", "_", ids_in_group)[:80] or f"g{i}" + tasks.append(PoolTask( + key=f"r{round_num}_g{i:02d}_{safe_ids}", + prompt=prompt, + workdir=workdir, + name=f"validator_r{round_num}_g{i:02d}", + )) + + # 3. Run the pool (in input order). + pool_results = pool.run(tasks) + + # 4. Persist + accumulate patches. + group_result_paths: List[Path] = [] + total_issues = 0 + merged_verdicts: Dict[str, Any] = {} + all_notes: List[str] = [] + + for pr, task in zip(pool_results, tasks): + out_path = round_dir / f"{task.workdir.name}.json" + verdicts = _extract_json_object(pr.final_text) or {} + applied, notes = apply_patches(graph, verdicts) + total_issues += _count_issues(verdicts) + payload = { + "group_key": pr.key, + "worker_id": pr.worker_id, + "success": pr.success, + "duration_s": pr.duration_s, + "error": pr.error, + "verdicts": verdicts, + "issues_in_group": _count_issues(verdicts), + "patches_applied": applied, + "patch_notes": notes, + "raw_final_text_head": (pr.final_text or "")[:500], + } + out_path.write_text(json.dumps(payload, indent=2), encoding="utf-8") + group_result_paths.append(out_path) + merged_verdicts.update(verdicts) + all_notes.extend(notes) + + outcome = "clean" if total_issues == 0 else "needs_fix" + return RoundResult( + round_num=round_num, + integrity=integrity, + group_result_paths=group_result_paths, + issue_count=total_issues, + outcome=outcome, + notes=all_notes, + ) + + +def run_validation_loop( + *, + graph: Dict[str, Any], + manager, + step1_path: Path, + step2_path: Path, + framework_dir: Path, + validation_root: Path, + logs_root: Path, + max_rounds: int = 5, + timeout_s: int = 600, +) -> Tuple[List[RoundResult], bool]: + """Iterate validation rounds until CLEAN or until ``max_rounds`` is hit. + + Returns ``(rounds, exhausted)``. ``exhausted=True`` means we hit the cap + and the caller should write a best-effort warning before visualization. + """ + rounds: List[RoundResult] = [] + for r in range(1, max_rounds + 1): + round_dir = validation_root / f"round_{r:02d}" + pool_log_dir = logs_root / f"validate_round_{r:02d}" / "pool" + result = run_validation_round( + round_num=r, + graph=graph, + manager=manager, + step1_path=step1_path, + step2_path=step2_path, + framework_dir=framework_dir, + round_dir=round_dir, + pool_log_dir=pool_log_dir, + timeout_s=timeout_s, + ) + rounds.append(result) + if result.outcome == "clean": + return rounds, False + + return rounds, True diff --git a/metainfer/tasks/find_low_hanging_kernel/orchestrator/iteration_record.py b/metainfer/tasks/find_low_hanging_kernel/orchestrator/iteration_record.py new file mode 100644 index 00000000..92673aa8 --- /dev/null +++ b/metainfer/tasks/find_low_hanging_kernel/orchestrator/iteration_record.py @@ -0,0 +1,32 @@ +"""Iteration record schema for find-low-hanging-kernel. + +An "iteration" in this task is one graph-validation round (Step 3b). +Steps 1, 2, 3a (build), and 4 are single-shot and live inside iteration 1's +record before the first validation round opens iteration 2. +""" + +from __future__ import annotations + +from dataclasses import dataclass, field +from typing import Any, Dict, List, Optional + + +@dataclass +class IterationRecord: + iteration: int + goal: str = "" + started_at: float = 0.0 + ended_at: float = 0.0 + duration_s: float = 0.0 + status: str = "running" # "running" | "success" | "failed" + # The validation round number that this iteration represents (1-indexed). + # Round 0 == pre-validation build. + round: int = 0 + # Issues the integrity check found + fixed deterministically. + integrity_fixes: List[Dict[str, Any]] = field(default_factory=list) + # Issues the 5-worker pool reported (per-group, flattened). + semantic_issues: List[Dict[str, Any]] = field(default_factory=list) + # Outcome of the round: "clean" | "needs_fix" | "failed". + outcome: Optional[str] = None + artifacts: List[str] = field(default_factory=list) + interrupted: bool = False diff --git a/metainfer/tasks/find_low_hanging_kernel/orchestrator/orchestrator.py b/metainfer/tasks/find_low_hanging_kernel/orchestrator/orchestrator.py new file mode 100644 index 00000000..aeb37a6b --- /dev/null +++ b/metainfer/tasks/find_low_hanging_kernel/orchestrator/orchestrator.py @@ -0,0 +1,158 @@ +"""Bootstrap + entry point for the find-low-hanging-kernel orchestrator. + +Reads requirements.json, wires up StateStore + SubAgentManager + IterationWorkspace, +constructs the :class:`Pipeline` and runs it. Most of the heavy lifting lives in +``pipeline.py``; this module is the glue. +""" + +from __future__ import annotations + +import json +from pathlib import Path +from typing import Any, Dict, List, Optional + +from metainfer.orchestrator._bootstrap import ( + clear_pid_file, + install_subagent_shutdown_handlers, + make_subagent_manager, + set_process_name, + write_pid_file, +) +from metainfer.orchestrator.paths import repo_root as _repo_root +from metainfer.orchestrator.state import StateStore + +from .pipeline import OrchestratorConfig, Pipeline + + +def _task_subdirs(state_dir: Path, workspace_dir: Path) -> Dict[str, Path]: + state_dir.mkdir(parents=True, exist_ok=True) + workspace_dir.mkdir(parents=True, exist_ok=True) + + memory = workspace_dir / "memory" + validation = workspace_dir / "validation" + inputs_snapshot = workspace_dir / "inputs_snapshot" + for p in (memory, validation, inputs_snapshot): + p.mkdir(parents=True, exist_ok=True) + + logs = state_dir / "logs" + iterations_state = state_dir / "iterations" + for p in (logs, iterations_state): + p.mkdir(parents=True, exist_ok=True) + + return { + "state_dir": state_dir, + "workspace_dir": workspace_dir, + "memory_dir": memory, + "validation_dir": validation, + "inputs_snapshot_dir": inputs_snapshot, + "logs_root": logs, + "iterations_state": iterations_state, + "requirements": state_dir / "requirements.json", + "pid_file": state_dir / "orchestrator.pid", + "log_file": state_dir / "orchestrator.log", + "run_file": state_dir / "run.json", + "timeline_file": state_dir / "timeline.jsonl", + "agents_file": state_dir / "agents.json", + } + + +def _parse_max_validator_rounds(req: Dict[str, Any], default: int = 5) -> int: + raw = req.get("max_validator_rounds") + if raw is None: + raw = (req.get("form") or {}).get("max_validator_rounds") + if raw in (None, ""): + return default + try: + return max(1, int(raw)) + except (TypeError, ValueError): + return default + + +def run_with_requirements( + requirements_path: Path, + *, + state_dir: Optional[Path] = None, + workspace_dir: Optional[Path] = None, + claude_bin: str = "ccb", + model: Optional[str] = None, + permission_mode: str = "bypassPermissions", + extra_claude_args: Optional[List[str]] = None, + effort: str = "max", +) -> int: + if not requirements_path.exists(): + raise FileNotFoundError(f"requirements file not found: {requirements_path}") + + req: Dict[str, Any] = json.loads(requirements_path.read_text(encoding="utf-8")) + task_id = req.get("task_id", "task") + + set_process_name("metainfer-orch") + + if state_dir is None: + state_dir = Path.cwd() / "nodes" / "localhost" / ".metainfer" / "tasks" / task_id + if workspace_dir is None: + workspace_dir = Path.cwd() / "nodes" / "localhost" / "workspaces" / task_id + paths = _task_subdirs(state_dir, workspace_dir) + + target_req = paths["requirements"] + if requirements_path.resolve() != target_req.resolve(): + target_req.write_text( + requirements_path.read_text(encoding="utf-8"), encoding="utf-8" + ) + + write_pid_file(paths["pid_file"], task_id) + + repo_root = _repo_root() + logs_root = paths["logs_root"] + + store = StateStore(state_dir) + + # Resolve user-provided paths once; passed to every agent via add-dir. + form = req.get("form") or {} + user_paths: List[Path] = [] + for key in ("trace_file", "model_dir", "framework_source_dir", "startup_log"): + v = form.get(key) + if v: + user_paths.append(Path(v)) + + cfg = OrchestratorConfig( + workspace_dir=workspace_dir, + memory_dir=paths["memory_dir"], + validation_dir=paths["validation_dir"], + inputs_snapshot_dir=paths["inputs_snapshot_dir"], + repo_root=repo_root, + state_dir=state_dir, + logs_root=logs_root, + max_validator_rounds=_parse_max_validator_rounds(req, default=5), + claude_bin=claude_bin, + model=model, + permission_mode=permission_mode, + extra_claude_args=list(extra_claude_args or []), + effort=effort, + user_paths=user_paths, + ) + + manager = make_subagent_manager( + claude_bin=claude_bin, + model=model, + permission_mode=permission_mode, + effort=effort, + extra_add_dirs=[repo_root, logs_root, workspace_dir, *user_paths], + snapshot_file=paths["agents_file"], + ) + pipeline = Pipeline(req=req, store=store, cfg=cfg, manager=manager) + + print(f"[metainfer] task_id = {task_id}") + print(f"[metainfer] state dir = {state_dir}") + print(f"[metainfer] workspace dir = {workspace_dir}") + print(f"[metainfer] memory dir = {paths['memory_dir']}") + print(f"[metainfer] logs dir = {logs_root}") + print(f"[metainfer] user paths = {user_paths}") + + restore_signals = install_subagent_shutdown_handlers(manager, pid_file=paths["pid_file"]) + + try: + pipeline.run() + finally: + restore_signals() + clear_pid_file(paths["pid_file"]) + return 0 diff --git a/metainfer/tasks/find_low_hanging_kernel/orchestrator/phases.py b/metainfer/tasks/find_low_hanging_kernel/orchestrator/phases.py new file mode 100644 index 00000000..e9db87b1 --- /dev/null +++ b/metainfer/tasks/find_low_hanging_kernel/orchestrator/phases.py @@ -0,0 +1,208 @@ +"""Phase / Outcome / Transition definitions for find-low-hanging-kernel. + +Five-phase linear pipeline with one self-loop at P3_graph_validate (when a +validation round applies fixes, the loop re-runs). Validation rounds are +also bounded by ``max_validator_rounds`` in the orchestrator config, so the +self-loop cannot spin forever. +""" + +from __future__ import annotations + +from dataclasses import dataclass +from typing import Any, Dict, List, Literal, Optional, Tuple + + +Phase = Literal[ + "idle", + "P1_code_analysis", + "P2_tracing_analysis", + "P3_graph_build", + "P3_graph_validate", + "P4_visualize", + "finished", +] + +Outcome = Literal[ + "ok", + "logic_fail", + "infra_fail", + "needs_fix", # graph validator found issues and applied patches + "clean", # graph validator found no issues + "aborted", +] + +OK = "ok" +LOGIC_FAIL = "logic_fail" +INFRA_FAIL = "infra_fail" +NEEDS_FIX = "needs_fix" +CLEAN = "clean" +ABORTED = "aborted" + +ALL_OUTCOMES: List[Outcome] = [OK, LOGIC_FAIL, INFRA_FAIL, NEEDS_FIX, CLEAN, ABORTED] + + +@dataclass(frozen=True) +class PhaseMeta: + id: Phase + label: str + description: str = "" + is_terminal: bool = False + + +@dataclass(frozen=True) +class Transition: + from_phase: Phase + on: Outcome + to_phase: Phase + label: str = "" + consume_iteration: bool = False + + +PHASES: List[PhaseMeta] = [ + PhaseMeta("idle", "idle", "not started"), + PhaseMeta("P1_code_analysis", "1: Code + quant analysis", + "3 independent agents trace architecture, quantization loading, " + "and runtime-resolved code paths; synthesizer cross-validates."), + PhaseMeta("P2_tracing_analysis", "2: Tracing analysis", + "Deterministic chrome-trace parser produces stats; 3 agents " + "cross-validate kernel↔source mapping and shape disambiguation."), + PhaseMeta("P3_graph_build", "3a: Build flow graph", + "Fresh agent reads step-1+2 memory and emits flow_graph.json."), + PhaseMeta("P3_graph_validate", "3b: Validate flow graph", + "Deterministic driver: integrity check + 5-worker pool validates " + "3-node groups against memory + framework source. Loops on fixes."), + PhaseMeta("P4_visualize", "4: Render visualization", + "Substitute validated graph into the ELK + SVG HTML template."), + PhaseMeta("finished", "finished", "run ended", is_terminal=True), +] + +PHASE_ORDER: List[Phase] = [ + "P1_code_analysis", + "P2_tracing_analysis", + "P3_graph_build", + "P3_graph_validate", + "P4_visualize", +] + +TRANSITIONS: Dict[Tuple[Phase, Outcome], Transition] = { + # Linear forward path. + ("P1_code_analysis", OK): Transition( + "P1_code_analysis", OK, "P2_tracing_analysis", label="ok"), + ("P2_tracing_analysis", OK): Transition( + "P2_tracing_analysis", OK, "P3_graph_build", label="ok"), + ("P3_graph_build", OK): Transition( + "P3_graph_build", OK, "P3_graph_validate", label="ok"), + + # Step 3 validation: loop on needs_fix, advance on clean. + ("P3_graph_validate", NEEDS_FIX): Transition( + "P3_graph_validate", NEEDS_FIX, "P3_graph_validate", + label="fix → revalidate", consume_iteration=True), + ("P3_graph_validate", CLEAN): Transition( + "P3_graph_validate", CLEAN, "P4_visualize", label="clean"), + + ("P4_visualize", OK): Transition( + "P4_visualize", OK, "finished", label="done"), + + # Retry-in-place on infra failures (deterministic re-run). + ("P1_code_analysis", INFRA_FAIL): Transition( + "P1_code_analysis", INFRA_FAIL, "P1_code_analysis", label="retry"), + ("P2_tracing_analysis", INFRA_FAIL): Transition( + "P2_tracing_analysis", INFRA_FAIL, "P2_tracing_analysis", label="retry"), + ("P3_graph_build", INFRA_FAIL): Transition( + "P3_graph_build", INFRA_FAIL, "P3_graph_build", label="retry"), + ("P3_graph_validate", INFRA_FAIL): Transition( + "P3_graph_validate", INFRA_FAIL, "P3_graph_validate", label="retry"), + ("P4_visualize", INFRA_FAIL): Transition( + "P4_visualize", INFRA_FAIL, "P4_visualize", label="retry"), + + # Logic failures: stop the run (we don't auto-retry analysis logic). + ("P1_code_analysis", LOGIC_FAIL): Transition( + "P1_code_analysis", LOGIC_FAIL, "finished", label="fail"), + ("P2_tracing_analysis", LOGIC_FAIL): Transition( + "P2_tracing_analysis", LOGIC_FAIL, "finished", label="fail"), + ("P3_graph_build", LOGIC_FAIL): Transition( + "P3_graph_build", LOGIC_FAIL, "finished", label="fail"), + ("P3_graph_validate", LOGIC_FAIL): Transition( + "P3_graph_validate", LOGIC_FAIL, "finished", label="fail"), +} + + +def next_transition(from_phase: Phase, outcome: Outcome) -> Optional[Transition]: + return TRANSITIONS.get((from_phase, outcome)) + + +def phase_label(p: Phase) -> str: + for m in PHASES: + if m.id == p: + return m.label + return str(p) + + +def phase_meta(p: Phase) -> Optional[PhaseMeta]: + for m in PHASES: + if m.id == p: + return m + return None + + +def is_terminal(p: Phase) -> bool: + m = phase_meta(p) + return bool(m and m.is_terminal) + + +def nodes_for_graph() -> List[Dict[str, str]]: + return [ + {"id": m.id, "label": m.label, "description": m.description} + for m in PHASES if m.id in PHASE_ORDER + ] + + +def edges_for_graph() -> List[Dict[str, str]]: + merged: Dict[Tuple[Phase, Phase], List[str]] = {} + for (frm, _outc), t in TRANSITIONS.items(): + merged.setdefault((frm, t.to_phase), []).append(t.label or _outc) + out: List[Dict[str, str]] = [] + for (frm, to), labels in merged.items(): + out.append({ + "from": frm, + "to": to, + "label": " / ".join(sorted(set(labels))), + }) + return out + + +def outcome_label(o: Outcome) -> str: + return { + OK: "ok", + LOGIC_FAIL: "logic fail", + INFRA_FAIL: "infra fail", + NEEDS_FIX: "needs fix", + CLEAN: "clean", + ABORTED: "aborted", + }.get(o, str(o)) + + +def graph_payload(current, last_outcome, last_label) -> Dict[str, Any]: + """Build the state-graph render payload for the WebUI.""" + nodes = nodes_for_graph() + edges = edges_for_graph() + active_edge = None + if last_label: + for e in edges: + if e["to"] == current and last_label in e["label"].split(" / "): + active_edge = {"from": e["from"], "to": e["to"], "label": last_label} + break + terminal_nodes = [ + {"id": m.id, "label": m.label, "description": m.description} + for m in PHASES if m.is_terminal + ] + outcome_legend = [{"id": o, "label": outcome_label(o)} for o in ALL_OUTCOMES] + return { + "current": current, + "nodes": nodes, + "edges": edges, + "active_edge": active_edge, + "last_outcome": last_outcome, + "terminal_nodes": terminal_nodes, + "outcome_legend": outcome_legend, + } diff --git a/metainfer/tasks/find_low_hanging_kernel/orchestrator/pipeline.py b/metainfer/tasks/find_low_hanging_kernel/orchestrator/pipeline.py new file mode 100644 index 00000000..501c0458 --- /dev/null +++ b/metainfer/tasks/find_low_hanging_kernel/orchestrator/pipeline.py @@ -0,0 +1,641 @@ +"""Pipeline — find-low-hanging-kernel main control flow. + +Phase dispatch loop driven by :mod:`phases`. Each phase runs in its own +fresh-agent scope (cross-validation pools spawn new agents per phase per the +spec: "每一个大步骤，都使用一个全新的 Agent 实例"). + +Resume semantics: each phase checks for its output artifact on disk and +skips if present (idempotent re-runs). Validation rounds also short-circuit +when the graph is already clean. +""" + +from __future__ import annotations + +import json +import shutil +import time +from dataclasses import asdict, dataclass, field +from pathlib import Path +from typing import Any, Dict, List, Optional, Tuple + +from metainfer.orchestrator.agent_pool import AgentPool, PoolTask +from metainfer.orchestrator.state import StateStore +from metainfer.orchestrator.subagent_manager import AgentSpec, SubAgentManager + +from . import phases as P +from . import prompts as PP +from .graph_validator import run_validation_loop +from .iteration_record import IterationRecord +from .trace_parser import write_summary as write_trace_summary +from .visualizer import ( + render_from_files as render_flow_html, + write_graph_json as write_flow_graph_json, +) + + +# Per-phase agent timeout (seconds). Step 1/2 agents read code + traces; Step 3 +# builds a whole graph. Allow generous wall time. +S1_AGENT_TIMEOUT_S = 1800 +S1_SYNTH_TIMEOUT_S = 1200 +S2_AGENT_TIMEOUT_S = 1800 +S2_SYNTH_TIMEOUT_S = 1200 +S3_BUILD_TIMEOUT_S = 2400 +S3_VALIDATE_TIMEOUT_S = 600 +CROSS_VAL_POOL_SIZE = 3 + + +# --------------------------------------------------------------------------- # +# Config +# --------------------------------------------------------------------------- # + + +@dataclass +class OrchestratorConfig: + workspace_dir: Path + memory_dir: Path + validation_dir: Path + inputs_snapshot_dir: Path + repo_root: Path + state_dir: Path + logs_root: Path + max_validator_rounds: int = 5 + claude_bin: str = "ccb" + model: Optional[str] = None + permission_mode: str = "bypassPermissions" + extra_claude_args: List[str] = field(default_factory=list) + effort: str = "max" + user_paths: List[Path] = field(default_factory=list) + + +# --------------------------------------------------------------------------- # +# Helpers +# --------------------------------------------------------------------------- # + + +def _failure_outcome(mode: Optional[str]) -> P.Outcome: + return P.INFRA_FAIL if mode == "infra" else P.LOGIC_FAIL + + +def _read_prompt_out(agent_name: str, manager) -> Tuple[bool, Optional[str], Optional[str], Optional[str]]: + """Fetch the AgentResult for ``agent_name`` and return (success, error, + failure_mode, session_id).""" + result = manager.result(agent_name) + if result is None: + return False, "no result recorded", "infra", None + return result.success, result.error, result.failure_mode, result.session_id + + +def _write_prompt_file(logs_dir: Path, name: str, prompt: str) -> Path: + logs_dir.mkdir(parents=True, exist_ok=True) + p = logs_dir / f"{name}.prompt.txt" + p.write_text(prompt, encoding="utf-8") + return p + + +def _run_single_agent( + *, + manager, + name: str, + role: str, + workdir: Path, + logs_dir: Path, + prompt: str, + timeout: int, + cfg: OrchestratorConfig, + resume_session_id: Optional[str] = None, +) -> Tuple[bool, Optional[str], Optional[str], Optional[str]]: + """Launch a blocking SubAgentManager.launch turn.""" + workdir.mkdir(parents=True, exist_ok=True) + prompt_file = _write_prompt_file(logs_dir, name, prompt) + spec = AgentSpec( + name=name, + role=role, + prompt_file=prompt_file, + workdir=workdir, + log_dir=logs_dir, + timeout_s=timeout, + stuck_timeout_s=max(120, timeout // 3), + extra_args=list(cfg.extra_claude_args), + resume_session_id=resume_session_id, + ) + manager.launch(spec) + return _read_prompt_out(name, manager) + + +def _run_pool( + *, + manager, + tasks: List[PoolTask], + log_dir: Path, + role: str, + name_prefix: str, + timeout: int, +) -> List: + """Run an AgentPool batch. Returns results in input order.""" + pool = AgentPool( + manager, + n_workers=CROSS_VAL_POOL_SIZE, + log_dir=log_dir, + role=role, + name_prefix=name_prefix, + timeout_s=timeout, + stuck_timeout_s=max(60, timeout // 3), + max_retries=2, + ) + return pool.run(tasks) + + +# --------------------------------------------------------------------------- # +# Pipeline +# --------------------------------------------------------------------------- # + + +class Pipeline: + def __init__( + self, + req: Dict[str, Any], + store: StateStore, + cfg: OrchestratorConfig, + manager: Optional[SubAgentManager] = None, + ) -> None: + self.req = req + self.form: Dict[str, Any] = req.get("form") or {} + self.store = store + self.cfg = cfg + self.manager = manager or SubAgentManager( + claude_bin=cfg.claude_bin, + default_model=cfg.model, + permission_mode=cfg.permission_mode, + extra_add_dirs=[cfg.workspace_dir, *cfg.user_paths], + ) + self.task_id = req.get("task_id", "task") + self._stop = False + + # ------------------------------------------------------------------ # + # Public entry + # ------------------------------------------------------------------ # + + def run(self) -> None: + self.store.init_or_resume(task_id=self.task_id) + self.store.append_timeline("orchestrator_start", {"task_id": self.task_id}) + + # Build inputs snapshot first — cheap, makes the workspace self-contained. + self._snapshot_inputs() + + phase: P.Phase = self._resume_phase() + last_outcome: Optional[P.Outcome] = None + + try: + while not self._stop and not P.is_terminal(phase): + self._set_phase(phase) + outcome, failure = self._dispatch(phase) + last_outcome = outcome + self.store.append_timeline("transition", { + "from": phase, "outcome": outcome, "failure": failure, + }) + + t = P.next_transition(phase, outcome) + if t is None: + self._fail_run(f"no transition for ({phase}, {outcome})") + return + + self.store.update_run( + current_phase=t.to_phase, + last_outcome=outcome, + last_transition_label=t.label, + ) + phase = t.to_phase + + final_status = "success" if last_outcome in (P.OK, P.CLEAN) else "stopped" + self.store.update_run( + finished=True, + final_status=final_status, + current_phase="finished", + last_outcome=last_outcome, + ) + self.store.append_timeline("orchestrator_end", { + "task_id": self.task_id, "final_status": final_status, + }) + except KeyboardInterrupt: + self.store.append_timeline( + "orchestrator_abort", {"reason": "keyboard-interrupt"} + ) + self.store.update_run( + finished=True, final_status="aborted", current_phase="finished" + ) + finally: + try: + self.manager.shutdown() + except Exception: # noqa: BLE001 + pass + + # ------------------------------------------------------------------ # + # Resume + # ------------------------------------------------------------------ # + + def _resume_phase(self) -> P.Phase: + """Pick up at the first phase whose output is missing.""" + if (self.cfg.memory_dir / "step1_code_analysis.md").is_file(): + if (self.cfg.memory_dir / "step2_tracing_analysis.md").is_file(): + if (self.cfg.workspace_dir / "flow_graph.json").is_file(): + if (self.cfg.workspace_dir / "flow_graph.html").is_file(): + # Everything is done; mark terminal. + return "finished" + return "P4_visualize" + return "P3_graph_build" + return "P2_tracing_analysis" + return "P1_code_analysis" + + # ------------------------------------------------------------------ # + # Phase dispatcher + # ------------------------------------------------------------------ # + + def _dispatch( + self, phase: P.Phase, + ) -> Tuple[P.Outcome, Optional[str]]: + if phase == "P1_code_analysis": + return self._do_step1() + if phase == "P2_tracing_analysis": + return self._do_step2() + if phase == "P3_graph_build": + return self._do_step3_build() + if phase == "P3_graph_validate": + return self._do_step3_validate() + if phase == "P4_visualize": + return self._do_step4() + return P.LOGIC_FAIL, f"no handler for phase {phase!r}" + + # ------------------------------------------------------------------ # + # Step 1: code + quant + runtime analysis (3 agents + synthesis) + # ------------------------------------------------------------------ # + + def _do_step1(self) -> Tuple[P.Outcome, Optional[str]]: + logs_dir = self.cfg.logs_root / "step1" + workdir = self.cfg.memory_dir / "build" / "step1" + workdir.mkdir(parents=True, exist_ok=True) + + if (self.cfg.memory_dir / "step1_code_analysis.md").is_file(): + self.store.append_timeline("phase_skip", {"phase": "P1_code_analysis"}) + return P.OK, None + + roles = ["arch_tracer", "quant_tracer", "runtime_tracer"] + tasks: List[PoolTask] = [] + for role in roles: + agent_workdir = workdir / role + agent_workdir.mkdir(parents=True, exist_ok=True) + prompt = PP.step1_agent_prompt( + role=role, + form=self.form, + workdir=agent_workdir, + inputs_snapshot_dir=self.cfg.inputs_snapshot_dir, + ) + tasks.append(PoolTask( + key=f"s1_{role}", + prompt=prompt, + workdir=agent_workdir, + name=f"s1-{role}", + )) + + self.store.append_timeline("step1_pool_launch", { + "agents": [t.name for t in tasks], + "n_workers": CROSS_VAL_POOL_SIZE, + }) + pool_results = _run_pool( + manager=self.manager, + tasks=tasks, + log_dir=logs_dir / "pool", + role="step1_analyst", + name_prefix="s1", + timeout=S1_AGENT_TIMEOUT_S, + ) + + # Persist individual reports as agent_1.md / agent_2.md / agent_3.md + # (regardless of success — the synthesizer can still read partial work). + report_paths: Dict[str, Path] = {} + for i, (role, pr) in enumerate(zip(roles, pool_results), start=1): + out_path = self.cfg.memory_dir / f"step1_agent_{i}.md" + # Each agent was instructed to write report.md in its workdir. + src = workdir / role / "report.md" + if src.is_file(): + try: + out_path.write_text( + src.read_text(encoding="utf-8"), encoding="utf-8" + ) + except OSError: + pass + report_paths[role] = out_path + self.store.append_timeline("step1_agent_done", { + "role": role, "success": pr.success, "duration_s": pr.duration_s, + "error": pr.error, + }) + + # Synthesis (single fresh agent). + synth_workdir = workdir / "synthesizer" + synth_workdir.mkdir(parents=True, exist_ok=True) + out_memory = self.cfg.memory_dir / "step1_code_analysis.md" + synth_prompt = PP.step1_synthesis_prompt( + form=self.form, + reports=report_paths, + out_path=out_memory, + ) + ok, err, mode, _ = _run_single_agent( + manager=self.manager, + name="s1-synthesizer", + role="step1_synthesizer", + workdir=synth_workdir, + logs_dir=logs_dir, + prompt=synth_prompt, + timeout=S1_SYNTH_TIMEOUT_S, + cfg=self.cfg, + ) + if not ok: + return _failure_outcome(mode), f"S1 synthesis failed: {err}" + if not out_memory.is_file(): + return P.LOGIC_FAIL, "S1 synthesis produced no step1_code_analysis.md" + return P.OK, None + + # ------------------------------------------------------------------ # + # Step 2: tracing analysis (deterministic parse + 3 agents + synthesis) + # ------------------------------------------------------------------ # + + def _do_step2(self) -> Tuple[P.Outcome, Optional[str]]: + logs_dir = self.cfg.logs_root / "step2" + workdir = self.cfg.memory_dir / "build" / "step2" + workdir.mkdir(parents=True, exist_ok=True) + out_memory = self.cfg.memory_dir / "step2_tracing_analysis.md" + if out_memory.is_file(): + self.store.append_timeline("phase_skip", {"phase": "P2_tracing_analysis"}) + return P.OK, None + + # 2a. Deterministic parse. + trace_file = (self.form.get("trace_file") or "").strip() + if not trace_file: + return P.LOGIC_FAIL, "trace_file not provided" + trace_path = Path(trace_file) + if not trace_path.is_file(): + return P.LOGIC_FAIL, f"trace_file not found: {trace_path}" + parsed_path = self.cfg.workspace_dir / "trace_parsed.json" + try: + write_trace_summary(trace_path, parsed_path) + except Exception as exc: # noqa: BLE001 + return P.INFRA_FAIL, f"trace parse failed: {exc!r}" + self.store.append_timeline("step2_parse_done", { + "source": trace_path.name, + "output": str(parsed_path), + }) + + # 2b. Three cross-validation agents. + step1_memory = self.cfg.memory_dir / "step1_code_analysis.md" + roles = ["stat_analyst", "source_mapper", "tp_shape_analyst"] + tasks: List[PoolTask] = [] + for role in roles: + agent_workdir = workdir / role + agent_workdir.mkdir(parents=True, exist_ok=True) + prompt = PP.step2_agent_prompt( + role=role, + form=self.form, + workdir=agent_workdir, + trace_parsed_path=parsed_path, + step1_memory_path=step1_memory, + ) + tasks.append(PoolTask( + key=f"s2_{role}", + prompt=prompt, + workdir=agent_workdir, + name=f"s2-{role}", + )) + pool_results = _run_pool( + manager=self.manager, + tasks=tasks, + log_dir=logs_dir / "pool", + role="step2_analyst", + name_prefix="s2", + timeout=S2_AGENT_TIMEOUT_S, + ) + + report_paths: Dict[str, Path] = {} + for i, (role, pr) in enumerate(zip(roles, pool_results), start=1): + out_path = self.cfg.memory_dir / f"step2_agent_{i}.md" + src = workdir / role / "report.md" + if src.is_file(): + try: + out_path.write_text( + src.read_text(encoding="utf-8"), encoding="utf-8" + ) + except OSError: + pass + report_paths[role] = out_path + self.store.append_timeline("step2_agent_done", { + "role": role, "success": pr.success, "duration_s": pr.duration_s, + "error": pr.error, + }) + + # Synthesis. + synth_workdir = workdir / "synthesizer" + synth_workdir.mkdir(parents=True, exist_ok=True) + synth_prompt = PP.step2_synthesis_prompt( + form=self.form, + reports=report_paths, + out_path=out_memory, + ) + ok, err, mode, _ = _run_single_agent( + manager=self.manager, + name="s2-synthesizer", + role="step2_synthesizer", + workdir=synth_workdir, + logs_dir=logs_dir, + prompt=synth_prompt, + timeout=S2_SYNTH_TIMEOUT_S, + cfg=self.cfg, + ) + if not ok: + return _failure_outcome(mode), f"S2 synthesis failed: {err}" + if not out_memory.is_file(): + return P.LOGIC_FAIL, "S2 synthesis produced no step2_tracing_analysis.md" + return P.OK, None + + # ------------------------------------------------------------------ # + # Step 3a: graph build (single agent) + # ------------------------------------------------------------------ # + + def _do_step3_build(self) -> Tuple[P.Outcome, Optional[str]]: + logs_dir = self.cfg.logs_root / "step3_build" + workdir = self.cfg.workspace_dir / "build" / "step3" + workdir.mkdir(parents=True, exist_ok=True) + out_graph = self.cfg.workspace_dir / "flow_graph.json" + if out_graph.is_file(): + self.store.append_timeline("phase_skip", {"phase": "P3_graph_build"}) + return P.OK, None + + prompt = PP.step3_build_prompt( + form=self.form, + workdir=workdir, + step1_memory_path=self.cfg.memory_dir / "step1_code_analysis.md", + step2_memory_path=self.cfg.memory_dir / "step2_tracing_analysis.md", + out_graph_path=out_graph, + ) + ok, err, mode, _ = _run_single_agent( + manager=self.manager, + name="s3-builder", + role="graph_builder", + workdir=workdir, + logs_dir=logs_dir, + prompt=prompt, + timeout=S3_BUILD_TIMEOUT_S, + cfg=self.cfg, + ) + if not ok: + return _failure_outcome(mode), f"S3 build failed: {err}" + if not out_graph.is_file(): + return P.LOGIC_FAIL, "S3 build produced no flow_graph.json" + self.store.append_timeline("step3_build_done", {"graph": str(out_graph)}) + return P.OK, None + + # ------------------------------------------------------------------ # + # Step 3b: iterative validation (deterministic driver + 5-worker pool) + # ------------------------------------------------------------------ # + + def _do_step3_validate(self) -> Tuple[P.Outcome, Optional[str]]: + graph_path = self.cfg.workspace_dir / "flow_graph.json" + if not graph_path.is_file(): + return P.LOGIC_FAIL, "flow_graph.json missing — Step 3a must run first" + + try: + graph = json.loads(graph_path.read_text(encoding="utf-8")) + except (OSError, json.JSONDecodeError) as exc: + return P.LOGIC_FAIL, f"flow_graph.json unparseable: {exc!r}" + + rounds, exhausted = run_validation_loop( + graph=graph, + manager=self.manager, + step1_path=self.cfg.memory_dir / "step1_code_analysis.md", + step2_path=self.cfg.memory_dir / "step2_tracing_analysis.md", + framework_dir=Path(self.form.get("framework_source_dir") or "."), + validation_root=self.cfg.validation_dir, + logs_root=self.cfg.logs_root, + max_rounds=self.cfg.max_validator_rounds, + timeout_s=S3_VALIDATE_TIMEOUT_S, + ) + + # Persist the (possibly patched) graph back to disk. + write_flow_graph_json(graph, out_path=graph_path) + + # Record one iteration per round. + for r in rounds: + rec = IterationRecord( + iteration=r.round_num, + goal=f"validation round {r.round_num}", + started_at=time.time(), + ended_at=time.time(), + status="success" if r.outcome == "clean" else "needs_fix", + round=r.round_num, + integrity_fixes=r.integrity.fixes_applied, + semantic_issues=[ + {"round": r.round_num, "issue_count": r.issue_count} + ], + outcome=r.outcome, + artifacts=[str(p) for p in r.group_result_paths], + ) + self.store.write_iteration(r.round_num, asdict(rec)) + self.store.append_timeline("validate_round_done", { + "round": r.round_num, + "outcome": r.outcome, + "issue_count": r.issue_count, + "fixes": len(r.integrity.fixes_applied), + }) + + if exhausted: + # Best-effort: write a warning and proceed. + warnings_path = self.cfg.memory_dir / "validation_warnings.md" + warnings_path.write_text( + "# Validation warnings\n\n" + f"Reached the cap of {self.cfg.max_validator_rounds} validation " + "rounds without converging on a clean graph. The graph may " + "still contain minor issues; review the validation/round_* " + "directories for details.\n", + encoding="utf-8", + ) + self.store.append_timeline("validate_exhausted", { + "max_rounds": self.cfg.max_validator_rounds, + }) + return P.CLEAN, None + + return P.CLEAN, None + + # ------------------------------------------------------------------ # + # Step 4: visualization (deterministic) + # ------------------------------------------------------------------ # + + def _do_step4(self) -> Tuple[P.Outcome, Optional[str]]: + graph_path = self.cfg.workspace_dir / "flow_graph.json" + html_path = self.cfg.workspace_dir / "flow_graph.html" + if html_path.is_file(): + self.store.append_timeline("phase_skip", {"phase": "P4_visualize"}) + return P.OK, None + if not graph_path.is_file(): + return P.LOGIC_FAIL, "flow_graph.json missing — cannot render" + try: + render_flow_html( + graph_path=graph_path, + out_html_path=html_path, + ) + except Exception as exc: # noqa: BLE001 + return P.INFRA_FAIL, f"visualizer failed: {exc!r}" + self.store.append_timeline("visualize_done", {"html": str(html_path)}) + return P.OK, None + + # ------------------------------------------------------------------ # + # Helpers + # ------------------------------------------------------------------ # + + def _set_phase(self, phase: P.Phase) -> None: + self.store.update_run(current_phase=phase) + self.store.append_timeline("phase_start", {"phase": phase}) + + def _fail_run(self, reason: str) -> None: + self.store.update_run( + finished=True, final_status="stopped", + current_phase="finished", last_outcome=P.LOGIC_FAIL, + ) + self.store.append_timeline("orchestrator_fail", {"reason": reason}) + + def _snapshot_inputs(self) -> None: + """Copy small user-provided inputs into workspace/inputs_snapshot/ + so the workspace is self-contained for audit.""" + snapshot = self.cfg.inputs_snapshot_dir + snapshot.mkdir(parents=True, exist_ok=True) + + cli_env = (self.form.get("cli_args_and_env") or "").strip() + if cli_env: + (snapshot / "cli_args_and_env.txt").write_text(cli_env, encoding="utf-8") + + model_dir = Path(self.form.get("model_dir") or "") + if model_dir.is_dir(): + cfg_json = model_dir / "config.json" + if cfg_json.is_file(): + try: + shutil.copy2(cfg_json, snapshot / "config.json") + except OSError: + pass + # Best-effort weights index copy: try common names. + for idx_name in ( + "model.safetensors.index.json", + "pytorch_model.bin.index.json", + "model.npz.json", + ): + src_idx = model_dir / idx_name + if src_idx.is_file(): + try: + shutil.copy2(src_idx, snapshot / "weights_index.json") + except OSError: + pass + break + + startup_log = Path(self.form.get("startup_log") or "") + if startup_log.is_file(): + try: + shutil.copy2(startup_log, snapshot / "startup_log.txt") + except OSError: + pass + + self.store.append_timeline("inputs_snapshot_done", {"dir": str(snapshot)}) diff --git a/metainfer/tasks/find_low_hanging_kernel/orchestrator/plugin.py b/metainfer/tasks/find_low_hanging_kernel/orchestrator/plugin.py new file mode 100644 index 00000000..f687e11c --- /dev/null +++ b/metainfer/tasks/find_low_hanging_kernel/orchestrator/plugin.py @@ -0,0 +1,24 @@ +"""TaskPlugin descriptor for find-low-hanging-kernel. + +The launcher reads ``cli_module`` and runs:: + + python -m run --state-dir … --workspace-dir … +""" + +from metainfer.orchestrator.tasks.base import TaskPlugin + + +PLUGIN = TaskPlugin( + task_type="find-low-hanging-kernel", + cli_module="metainfer.tasks.find_low_hanging_kernel.orchestrator.cli", + phases_module="metainfer.tasks.find_low_hanging_kernel.orchestrator.phases", + # Per-iteration diagnostic files we want copied forward into the next + # round's prev-iter/ when Step 3 graph-validation loops. + diagnostic_globs=( + "*.md", + "flow_graph.json", + "*.prompt.txt", + "integrity_fixes.json", + "group_*.json", + ), +) diff --git a/metainfer/tasks/find_low_hanging_kernel/orchestrator/prompts.py b/metainfer/tasks/find_low_hanging_kernel/orchestrator/prompts.py new file mode 100644 index 00000000..0568db64 --- /dev/null +++ b/metainfer/tasks/find_low_hanging_kernel/orchestrator/prompts.py @@ -0,0 +1,393 @@ +"""Prompt templates for find-low-hanging-kernel sub-agents. + +Every prompt that touches user-provided inputs (model dir, framework source, +trace file, startup log) starts with a READ-ONLY INPUTS block reminding the +agent never to modify those paths. +""" + +from __future__ import annotations + +import json +from pathlib import Path +from typing import Any, Dict, List, Optional + + +READONLY_BANNER = """# READ-ONLY INPUTS — DO NOT MODIFY +The following paths are user-provided inputs. You MUST NOT create, modify, +or delete any file under these paths. All writes you produce must land in +your assigned workdir. If you believe a file is wrong, note it in your +report — do not "fix" it. + +""" + + +def _readonly_block(form: Dict[str, Any]) -> str: + lines: List[str] = [] + for key, label in ( + ("model_dir", "Model directory"), + ("framework_source_dir", "Framework source tree"), + ("trace_file", "Chrome tracing file"), + ("startup_log", "Startup log"), + ): + v = (form.get(key) or "").strip() + if v: + lines.append(f"- {label}: {v}") + if not lines: + return "" + return READONLY_BANNER + "\n".join(lines) + "\n\n" + + +def _render_form_summary(form: Dict[str, Any]) -> str: + lines: List[str] = [] + for k, v in form.items(): + if v in (None, ""): + continue + lines.append(f"- {k}: {v}") + return "\n".join(lines) if lines else "(no form fields populated)" + + +# --------------------------------------------------------------------------- # +# Step 1 — three cross-validation agents +# --------------------------------------------------------------------------- # + + +_STEP1_ROLE_INSTRUCTIONS = { + "arch_tracer": ( + "You are the **architecture tracer**. Starting from config.json in the " + "model directory, identify the model architecture (e.g. Llama-style " + "decoder transformer, MoE variant, etc.). Then read the inference " + "framework source to locate every operator call site in the forward " + "pass — input embedding, attention, MLP/RMSNorm/LayerNorm, RoPE, " + "final logits, kv-cache operations, sampling. For each call site " + "capture file:line:symbol and the kernel name it ultimately invokes " + "(if you can tell from the framework's dispatch / autotuner)." + ), + "quant_tracer": ( + "You are the **quantization tracer**. Identify how the model is " + "quantized from config.json (quant_method, bits, group_size, " + "symmetric/asymmetric, etc.). Then locate the framework source code " + "that LOADS these quantized weights: the weight loader, the " + "dequantize / W8A16 / W4A16 kernel selection logic, the scales & " + "zeros tensors. Capture file:line:symbol for each. Flag any weight-" + "loading fallback paths that could activate if the primary path " + "isn't built." + ), + "runtime_tracer": ( + "You are the **runtime-resolution tracer**. Your job is to confirm " + "WHICH code paths actually executed at launch time, given the CLI " + "args + env vars + startup log. Hunt for fallback impls: framework " + "X often has CUDA / Triton / eager / fallback variants gated on " + "env vars or compile-time flags — record which variant ran, with " + "evidence from the startup log or env vars. Note explicitly any " + "case where the active config bypasses the 'main' implementation." + ), +} + + +def step1_agent_prompt( + *, + role: str, + form: Dict[str, Any], + workdir: Path, + inputs_snapshot_dir: Path, +) -> str: + instructions = _STEP1_ROLE_INSTRUCTIONS.get(role) + if instructions is None: + raise ValueError(f"unknown step-1 role {role!r}") + snapshot_hint = ( + f"- Inputs snapshot (copies of small user inputs): {inputs_snapshot_dir}\n" + if inputs_snapshot_dir else "" + ) + return f"""{_readonly_block(form)}# Your role +{instructions} + +# Inputs available to you +- Your workdir (write your report here as `report.md`): {workdir} +{snapshot_hint} +- Form fields provided at launch time: +{_render_form_summary(form)} + +# Output +Write your findings to `{workdir / "report.md"}`. Structure: + +## Findings +- (your role-specific findings, with file:line:symbol references where possible) + +## Evidence +- (quote the exact lines from the framework source or config.json that back + each finding; include file paths) + +## Confidence: (high | medium | low) +## Open questions / uncertainties +- (things you couldn't pin down — the synthesizer agent will weigh these) +""" + + +def step1_synthesis_prompt( + *, + form: Dict[str, Any], + reports: Dict[str, Path], + out_path: Path, +) -> str: + """Cross-validate the three independent reports into one memory file.""" + reports_block = "\n\n".join( + f"## Report from `{role}` ({path})\n" + f"(read this file from disk — do not paste it here)" + for role, path in reports.items() + ) + return f"""{_readonly_block(form)}# Your role +You are the **synthesizer** for Step 1. Three independent analysis agents each +produced a report on the inference framework + model you're investigating, +each from a different angle: architecture, quantization, and runtime-resolution. + +Read all three reports from disk and cross-validate them against each other and +against the framework source. Your job is to produce ONE consolidated, trusted +memory file that downstream steps (Step 2 source-mapping, Step 3 graph build, +Step 3 graph validation) will rely on. + +# Reports to read +{reports_block} + +# Required output +Write your synthesis to `{out_path}` with exactly these sections, in order: + +## Model architecture +(consolidated view; include hidden_size, num_layers, num_attention_heads, +num_kv_heads, intermediate_size, vocab_size, max_seq_len, etc. — anything +relevant to tensor shapes later) + +## Operator call sites +A markdown table with columns: `Step | Operator | Kernel name | Source location | Notes`. +One row per distinct operator call site in the forward pass. Source location +must be `file:line (symbol)`. + +## Quantization loading +How weights are loaded, dequantized, and dispatched. Include file:line refs. + +## Runtime-resolved code paths +Which implementation variants actually run under the user's CLI/env config. +Cite evidence (env var values, startup-log lines, framework feature flags). + +## Disagreements & confidence +Where the three agents disagreed. For each disagreement: which view did you +pick and why? Which findings are HIGH confidence vs MEDIUM vs LOW? + +## Open uncertainties +Unresolved questions to flag for downstream steps. +""" + + +# --------------------------------------------------------------------------- # +# Step 2 — deterministic parse + three cross-validation agents +# --------------------------------------------------------------------------- # + + +_STEP2_ROLE_INSTRUCTIONS = { + "stat_analyst": ( + "You are the **statistics analyst**. Working ONLY from " + "`trace_parsed.json`, rank the kernels by total time. Flag every " + "kernel with high std/mean (bimodal_suspect=true) — these are " + "candidates for 'one kernel name, multiple call sites with different " + "shapes'. For each flagged kernel, also note the histogram shape." + ), + "source_mapper": ( + "You are the **source mapper**. For each kernel name in the trace, " + "look up the corresponding source-level operator call sites in the " + "Step 1 memory file. When a kernel name appears at MULTIPLE call " + "sites, enumerate every one. When you cannot confidently map a " + "kernel name, say so explicitly rather than guessing." + ), + "tp_shape_analyst": ( + "You are the **TP / shape analyst**. For each kernel call site, " + "derive the ACTUAL tensor shapes that hit the GPU, given the CLI " + "args (especially TP rank + world size). Pay special attention to: " + "(a) weights that participate in TP sharding (column-parallel / " + "row-parallel), (b) batch and seq-len dims (these are dynamic — " + "use symbolic names like B, M). Flag any case where the same kernel " + "name is invoked at different shapes across call sites." + ), +} + + +def step2_agent_prompt( + *, + role: str, + form: Dict[str, Any], + workdir: Path, + trace_parsed_path: Path, + step1_memory_path: Path, +) -> str: + instructions = _STEP2_ROLE_INSTRUCTIONS.get(role) + if instructions is None: + raise ValueError(f"unknown step-2 role {role!r}") + return f"""{_readonly_block(form)}# Your role +{instructions} + +# Inputs available to you +- Your workdir (write your report here as `report.md`): {workdir} +- Deterministic trace parse output (READ THIS, not the raw trace): {trace_parsed_path} +- Step 1 consolidated memory: {step1_memory_path} +- Framework source dir (read-only): {form.get("framework_source_dir")!s} +- Model dir (read-only): {form.get("model_dir")!s} +- Form fields: +{_render_form_summary(form)} + +# Output +Write your findings to `{workdir / "report.md"}`. Be exhaustive about evidence +(file:line refs, exact numbers from trace_parsed.json). End with a +`## Confidence` section. +""" + + +def step2_synthesis_prompt( + *, + form: Dict[str, Any], + reports: Dict[str, Path], + out_path: Path, +) -> str: + reports_block = "\n\n".join( + f"## Report from `{role}` ({path})" + for role, path in reports.items() + ) + return f"""{_readonly_block(form)}# Your role +You are the **synthesizer** for Step 2. Three independent analysts examined +the trace_parsed.json from different angles: statistics, source mapping, and +TP-aware shape derivation. Cross-validate their reports against the trace +data and the Step 1 memory. + +# Reports to read +{reports_block} + +# Required output → write to `{out_path}` + +## Kernel statistics ranking +Markdown table sorted by total_us descending. Columns: +`Rank | Kernel name | Cat | Count | Mean us | Std us | Total us | P99 us | Bimodal?` + +## Source mapping table +Markdown table. Columns: +`Kernel name | Call site (file:line symbol) | Shape on this call site | Mean us at this call site` + +## Disambiguated multi-call-site kernels +For each kernel name that appears at >1 call site (or with >1 distinct shape), +list the call sites and the per-call-site stats. This is the critical output +that prevents Step 3 from conflating kernels of the same name. + +## CUDA graph + CPU-stack notes +What the trace_parsed.json flags say, and what that means for confidence in +per-call-site attribution. (CUDA Graph capture often collapses per-launch +attribution; CPU stack presence enables much better attribution.) + +## Open uncertainties +""" + + +# --------------------------------------------------------------------------- # +# Step 3a — graph build +# --------------------------------------------------------------------------- # + + +def step3_build_prompt( + *, + form: Dict[str, Any], + workdir: Path, + step1_memory_path: Path, + step2_memory_path: Path, + out_graph_path: Path, +) -> str: + return f"""{_readonly_block(form)}# Your role +You are the **execution-flow graph builder**. Read the Step 1 and Step 2 +memory files and emit a single JSON file representing the inference pass as a +directed acyclic graph of computational steps. This is conceptually what an +AI compiler does — but you're doing it by reading source + logs + trace. + +# Inputs available to you +- Your workdir: {workdir} +- Step 1 consolidated memory: {step1_memory_path} +- Step 2 consolidated memory: {step2_memory_path} +- Framework source dir (read-only): {form.get("framework_source_dir")!s} +- Model dir (read-only): {form.get("model_dir")!s} +- Form fields: +{_render_form_summary(form)} + +# Output → write to `{out_graph_path}` +A single JSON object with EXACTLY this shape (see schema below). Set +`schema_version: 1`. Use one node per distinct (operator, call_site, +shape_signature) — Step 2's disambiguation work tells you when the same kernel +name needs to be split into multiple nodes. + +```json +{{ + "schema_version": 1, + "metadata": {{ + "task_id": "...", + "model": "...", + "tp_size": , + "vars": {{"B": "batch", "M": "seq_len", "...": "..."}} + }}, + "nodes": [ + {{ + "id": "n01", + "role": "", + "operator": "", + "source_ref": {{"file": "", "line": , "symbol": ""}}, + "inputs": [{{"name": "x", "dtype": "fp16", "shape": ["B", "M", 4096]}}], + "outputs": [{{"name": "y", "dtype": "fp16", "shape": ["B", "M", 4096]}}], + "stats": {{ + "count": , "mean_us": , "std_us": , + "total_us": , "p99_us": + }}, + "confidence": "high" + }} + ], + "edges": [{{"from": "n01", "to": "n02", "label": "y"}}] +}} +``` + +# Rules (very important) +1. **Shape variables**: declare every dynamic dim in `metadata.vars` (keys are + short uppercase names like `B`, `M`, `H`, `D`; values are human descriptions). + Reference them consistently everywhere — never use a literal where a + variable is meant. +2. **TP sharding**: when a weight is TP-sharded, the per-rank shape becomes + e.g. `[out_features/tp_size, in_features]`. Reflect this in the node's + input/output tensors. +3. **Entry/exit nodes**: tag the first node of the forward pass with + `role: "entry"` and the last with `role: "exit"` so the integrity check + doesn't flag them as isolated. +4. **Disambiguated kernels**: if Step 2's "Disambiguated multi-call-site + kernels" section lists the same kernel name at multiple call sites with + different shapes, emit SEPARATE nodes (one per call site). +5. **Stats**: copy mean_us / count / std_us / total_us / p99_us verbatim from + the Step 2 source-mapping table for THIS call site. Don't blend across + call sites. +6. **Confidence**: set to `high` only when Step 1 + Step 2 + your source read + all agree. Use `medium` / `low` otherwise. +7. Output ONLY the JSON object — no commentary, no markdown fence. The next + step parses this file directly. +""" + + +# --------------------------------------------------------------------------- # +# Generic synthesis follow-up (re-uses step1/step2 prompts when needed) +# --------------------------------------------------------------------------- # + + +def failure_postmortem_prompt( + *, phase: str, error: str, out_path: Path +) -> str: + return f"""# Postmortem + +The find-low-hanging-kernel pipeline failed in phase `{phase}`. + +Write a concise postmortem to `{out_path}` covering: +- What the pipeline was doing when it failed +- The error message (cleaned up if it contains paths) +- One or two hypotheses for the root cause +- Suggested next steps for a re-run + +Error: +``` +{error[:2000]} +``` +""" diff --git a/metainfer/tasks/find_low_hanging_kernel/orchestrator/trace_parser.py b/metainfer/tasks/find_low_hanging_kernel/orchestrator/trace_parser.py new file mode 100644 index 00000000..0ccd7ded --- /dev/null +++ b/metainfer/tasks/find_low_hanging_kernel/orchestrator/trace_parser.py @@ -0,0 +1,310 @@ +"""Deterministic Chrome tracing parser (Step 2a). + +This module is the **only** code that reads the raw trace file. Analysis agents +read its output (`trace_parsed.json`) instead — per the task spec, agents must +not be fed the raw (potentially huge) trace. + +Supports: +- ``.json`` and ``.json.gz`` transparently +- Standard Chrome trace event format: ``{"traceEvents": [...]}`` or a bare list +- Complete events (``ph == "X"``) and begin/end event pairs (``B``/``E``) +- Per-``(name, cat)`` aggregation: count, mean, std, min, max, percentiles, + total, histogram, and the set of (pid, tid) pairs observed +- Flow events (``ph == f``/``s``/``t``) capture for CPU↔GPU correlation +- Heuristic detection of CUDA Graph capture and CPU-stack presence + +Output schema is documented in :func:`parse_trace`. +""" + +from __future__ import annotations + +import gzip +import json +import math +import statistics +from dataclasses import dataclass, field +from pathlib import Path +from typing import Any, Dict, List, Optional, Tuple + + +# Fixed histogram buckets in microseconds (log10-spaced). Coarse on purpose: +# the goal is to let the analyst spot bimodal distributions, not to be a +# precise density estimator. +_HIST_EDGES_US: Tuple[float, ...] = ( + 0.0, 1.0, 2.0, 5.0, 10.0, 20.0, 50.0, 100.0, 200.0, 500.0, + 1_000.0, 2_000.0, 5_000.0, 10_000.0, 20_000.0, 50_000.0, + 100_000.0, math.inf, +) + +_HIST_LABELS: Tuple[str, ...] = ( + "<1us", "1-2us", "2-5us", "5-10us", "10-20us", "20-50us", + "50-100us", "100-200us", "200-500us", "0.5-1ms", "1-2ms", + "2-5ms", "5-10ms", "10-20ms", "20-50ms", "50-100ms", ">100ms", +) + +# Cats we treat as GPU/kernel work for the "GPU summary" block. +_GPU_CATS = {"kernel", "gpu", "cuda", "cuda_runtime", "cuda_meta", "runtime"} +# Cats that indicate CPU-side call-stack events. +_CPU_CATS = {"cpu", "python", "python.function", "C++", "ftrace"} +# Markers that hint at CUDA Graph capture vs replay. +_GRAPH_NAME_HINTS = ("cuda_graph", "cudagraph", "graph_replay", "graph capture") + + +@dataclass +class _Agg: + name: str + cat: str + durs: List[float] = field(default_factory=list) + pids: set = field(default_factory=set) + tids: set = field(default_factory=set) + args_examples: List[Dict[str, Any]] = field(default_factory=list) + + +def _open_trace(path: Path): + """Open .json or .json.gz transparently, returning a text stream.""" + p = Path(path) + if str(p).endswith(".gz"): + return gzip.open(p, "rt", encoding="utf-8") + return open(p, "r", encoding="utf-8") + + +def _load_events(path: Path) -> List[Dict[str, Any]]: + """Load trace events from a Chrome trace file. Accepts either a bare + list or ``{"traceEvents": [...], ...}``.""" + with _open_trace(path) as f: + raw = json.load(f) + if isinstance(raw, list): + return raw + if isinstance(raw, dict): + evts = raw.get("traceEvents") + if isinstance(evts, list): + return evts + raise ValueError( + f"unrecognized trace format in {path}: " + f"expected list or {{'traceEvents': [...]}}, got {type(raw).__name__}" + ) + + +def _bucketize(durs: List[float]) -> List[Dict[str, Any]]: + counts = [0] * (len(_HIST_EDGES_US) - 1) + for d in durs: + for i in range(len(_HIST_EDGES_US) - 1): + if _HIST_EDGES_US[i] <= d < _HIST_EDGES_US[i + 1]: + counts[i] += 1 + break + return [{"label": _HIST_LABELS[i], "count": counts[i]} for i in range(len(counts))] + + +def _percentile(sorted_durs: List[float], p: float) -> Optional[float]: + if not sorted_durs: + return None + if len(sorted_durs) == 1: + return sorted_durs[0] + k = (len(sorted_durs) - 1) * p + f = math.floor(k) + c = math.ceil(k) + if f == c: + return sorted_durs[int(k)] + d0 = sorted_durs[f] * (c - k) + d1 = sorted_durs[c] * (k - f) + return d0 + d1 + + +def _finalize_agg(agg: _Agg) -> Dict[str, Any]: + durs = agg.durs + n = len(durs) + if n == 0: + return {} + sorted_durs = sorted(durs) + total = sum(durs) + mean = total / n + std = statistics.pstdev(durs) if n > 1 else 0.0 + # Bimodal flag: high coefficient of variation OR a large max/min ratio + # (a single kernel name with very different per-call durations is a + # strong signal that one name is invoked from multiple call sites with + # different shapes — a key disambiguation target for Step 2). + cv = (std / mean) if mean > 0 else 0.0 + max_min_ratio = ( + (sorted_durs[-1] / sorted_durs[0]) + if sorted_durs[0] > 0 else 0.0 + ) + bimodal = (cv > 0.5) or (max_min_ratio > 3.0 and n >= 2) + return { + "name": agg.name, + "cat": agg.cat, + "count": n, + "total_us": round(total, 2), + "mean_us": round(mean, 2), + "std_us": round(std, 2), + "min_us": round(sorted_durs[0], 2), + "max_us": round(sorted_durs[-1], 2), + "p50_us": round(_percentile(sorted_durs, 0.50) or 0.0, 2), + "p95_us": round(_percentile(sorted_durs, 0.95) or 0.0, 2), + "p99_us": round(_percentile(sorted_durs, 0.99) or 0.0, 2), + "histogram": _bucketize(durs), + "pids": sorted(str(p) for p in agg.pids), + "tids": sorted(str(t) for t in agg.tids), + "args_examples": agg.args_examples[:3], + "bimodal_suspect": bimodal, + } + + +def _looks_like_cuda_graph(events: List[Dict[str, Any]]) -> bool: + """Heuristic: do we see events whose name or cat matches CUDA-graph + patterns? Triggers the "trace may undercount individual kernel launches + because they were captured" warning in the synthesis.""" + sample = events[:5000] if len(events) > 5000 else events + for e in sample: + cat = str(e.get("cat", "")).lower() + name = str(e.get("name", "")).lower() + if any(h in cat for h in _GRAPH_NAME_HINTS): + return True + if any(h in name for h in _GRAPH_NAME_HINTS): + return True + args = e.get("args") or {} + if isinstance(args, dict): + for k in args: + if any(h in str(k).lower() for h in _GRAPH_NAME_HINTS): + return True + return False + + +def _has_cpu_stack(events: List[Dict[str, Any]]) -> bool: + sample = events[:5000] if len(events) > 5000 else events + for e in sample: + cat = str(e.get("cat", "")).lower() + if cat in _CPU_CATEGORIES or cat in _CPU_CATS: + return True + return False + + +# Add a few more aliases seen in the wild (pytorch profiler, rocm). +_CPU_CATEGORIES = { + "cpu", "python", "python_function", "python.function", + "c++", "ftrace", "user_annotation", "function", +} + + +def parse_trace(path: Path) -> Dict[str, Any]: + """Parse a Chrome trace file and return the aggregated summary. + + Returns a dict with the following structure:: + + { + "source": str, # filename of the trace + "event_count": int, # total events seen + "has_cpu_stack": bool, # whether CPU-side stack was captured + "cuda_graph_detected": bool, # heuristic CUDA-graph marker + "cats_present": [str, ...], # distinct categories observed + "by_name_cat": [ # one entry per (name, cat) + {"name": ..., "cat": ..., "count": ..., "mean_us": ..., + "std_us": ..., "min_us": ..., "max_us": ..., + "p50_us": ..., "p95_us": ..., "p99_us": ..., + "total_us": ..., "histogram": [...], + "pids": [...], "tids": [...], "args_examples": [...], + "bimodal_suspect": bool}, + ... + ], + "flow_events": [ # CPU↔GPU correlation events + {"name": ..., "cat": ..., "ph": ..., "pid": ..., "tid": ..., "ts": ...}, + ... + ], + } + + Entries in ``by_name_cat`` are sorted by ``total_us`` descending so the + top entries are the biggest optimization targets. + """ + path = Path(path) + events = _load_events(path) + + # Aggregate per (name, cat). Begin/end events (B/E) need pairing by tid. + aggs: Dict[Tuple[str, str], _Agg] = {} + open_be: Dict[Tuple[Any, Any, str, str], float] = {} # (pid,tid,name,cat) -> ts + flow_events: List[Dict[str, Any]] = [] + cats_present: set = set() + + for e in events: + ph = e.get("ph") + name = e.get("name", "") + cat = e.get("cat", "") + if cat: + cats_present.add(str(cat)) + + # Flow events for correlation + if ph in ("f", "s", "t"): + flow_events.append({ + "name": str(name), "cat": str(cat), "ph": str(ph), + "pid": e.get("pid"), "tid": e.get("tid"), "ts": e.get("ts"), + }) + continue + + # Complete events with dur + if ph == "X": + dur_us = e.get("dur") + if dur_us is None or not isinstance(dur_us, (int, float)): + continue + if not name or not cat: + continue + key = (str(name), str(cat)) + agg = aggs.setdefault(key, _Agg(name=str(name), cat=str(cat))) + agg.durs.append(float(dur_us)) + if "pid" in e: + agg.pids.add(e.get("pid")) + if "tid" in e: + agg.tids.add(e.get("tid")) + args = e.get("args") + if isinstance(args, dict) and args and len(agg.args_examples) < 3: + agg.args_examples.append(args) + continue + + # Begin/end pairing + if ph == "B": + if "pid" in e and "tid" in e and "ts" in e: + be_key = (e.get("pid"), e.get("tid"), str(name), str(cat)) + open_be[be_key] = float(e.get("ts")) + elif ph == "E": + if "pid" in e and "tid" in e and "ts" in e: + be_key = (e.get("pid"), e.get("tid"), str(name), str(cat)) + start = open_be.pop(be_key, None) + if start is None: + continue + dur_us = float(e.get("ts")) - start + if dur_us < 0 or not name or not cat: + continue + key = (str(name), str(cat)) + agg = aggs.setdefault(key, _Agg(name=str(name), cat=str(cat))) + agg.durs.append(dur_us) + agg.pids.add(e.get("pid")) + agg.tids.add(e.get("tid")) + args = e.get("args") + if isinstance(args, dict) and args and len(agg.args_examples) < 3: + agg.args_examples.append(args) + + by_name_cat: List[Dict[str, Any]] = [] + for agg in aggs.values(): + if not agg.durs: + continue + finalized = _finalize_agg(agg) + if finalized: + by_name_cat.append(finalized) + by_name_cat.sort(key=lambda r: r.get("total_us", 0), reverse=True) + + return { + "source": path.name, + "event_count": len(events), + "has_cpu_stack": _has_cpu_stack(events), + "cuda_graph_detected": _looks_like_cuda_graph(events), + "cats_present": sorted(cats_present), + "by_name_cat": by_name_cat, + "flow_events": flow_events[:200], # cap; agents don't need millions + } + + +def write_summary(path: Path, out_path: Path) -> Dict[str, Any]: + """Parse ``path`` and write the summary to ``out_path``. Returns the + summary dict as well so callers can use it in-process.""" + summary = parse_trace(path) + out_path = Path(out_path) + out_path.parent.mkdir(parents=True, exist_ok=True) + out_path.write_text(json.dumps(summary, indent=2), encoding="utf-8") + return summary diff --git a/metainfer/tasks/find_low_hanging_kernel/orchestrator/visualizer.py b/metainfer/tasks/find_low_hanging_kernel/orchestrator/visualizer.py new file mode 100644 index 00000000..583cb799 --- /dev/null +++ b/metainfer/tasks/find_low_hanging_kernel/orchestrator/visualizer.py @@ -0,0 +1,88 @@ +"""Deterministic visualizer (Step 4). + +Reads the validated ``flow_graph.json`` and substitutes it into the standalone +``flow_graph_template.html`` (which inlines ELK.js + the client-side renderer) +to produce a self-contained ``flow_graph.html`` that works via ``file://``. + +The template lives at ``static/flow_graph_template.html`` and contains the +literal placeholder ``/*__FLOW_GRAPH_JSON__*/`` where the graph JSON is +substituted. +""" + +from __future__ import annotations + +import json +from pathlib import Path +from typing import Any, Dict + + +PLACEHOLDER_GRAPH = "/*__FLOW_GRAPH_JSON__*/" +PLACEHOLDER_ELK = "/*__ELK_BUNDLE__*/" + + +def _static_dir() -> Path: + return Path(__file__).resolve().parent.parent / "static" + + +def render_html( + graph: Dict[str, Any], + *, + out_path: Path, + template_path: Path | None = None, + elk_bundle_path: Path | None = None, +) -> Path: + """Substitute ``graph`` + the ELK bundle into the template and write the + result to ``out_path``. The output is fully self-contained — it works via + ``file://``. Returns ``out_path``.""" + if template_path is None: + template_path = _static_dir() / "flow_graph_template.html" + if elk_bundle_path is None: + elk_bundle_path = _static_dir() / "vendor" / "elk.bundled.js" + template = template_path.read_text(encoding="utf-8") + if PLACEHOLDER_GRAPH not in template: + raise ValueError( + f"template {template_path} is missing the {PLACEHOLDER_GRAPH!r} placeholder" + ) + if PLACEHOLDER_ELK not in template: + raise ValueError( + f"template {template_path} is missing the {PLACEHOLDER_ELK!r} placeholder" + ) + + # Inline the ELK bundle as a JS blob. + elk_js = elk_bundle_path.read_text(encoding="utf-8") + html = template.replace(PLACEHOLDER_ELK, elk_js) + + graph_json = json.dumps(graph, indent=2, ensure_ascii=False) + # Embed as a JSON island that the renderer reads via document.getElementById. + replacement = ( + '" + ) + html = html.replace(PLACEHOLDER_GRAPH, replacement) + + out_path = Path(out_path) + out_path.parent.mkdir(parents=True, exist_ok=True) + out_path.write_text(html, encoding="utf-8") + return out_path + + +def render_from_files( + *, + graph_path: Path, + out_html_path: Path, + template_path: Path | None = None, +) -> Path: + """Convenience: read ``graph_path`` and render to ``out_html_path``.""" + graph = json.loads(Path(graph_path).read_text(encoding="utf-8")) + return render_html(graph, out_path=out_html_path, template_path=template_path) + + +def write_graph_json(graph: Dict[str, Any], *, out_path: Path) -> Path: + """Write the validated graph as flow_graph.json (auditable artifact).""" + out_path = Path(out_path) + out_path.parent.mkdir(parents=True, exist_ok=True) + out_path.write_text( + json.dumps(graph, indent=2, ensure_ascii=False), encoding="utf-8" + ) + return out_path diff --git a/metainfer/tasks/find_low_hanging_kernel/server/__init__.py b/metainfer/tasks/find_low_hanging_kernel/server/__init__.py new file mode 100644 index 00000000..ecad7807 --- /dev/null +++ b/metainfer/tasks/find_low_hanging_kernel/server/__init__.py @@ -0,0 +1 @@ +"""WebPlugin package for find-low-hanging-kernel.""" diff --git a/metainfer/tasks/find_low_hanging_kernel/server/_qa.py b/metainfer/tasks/find_low_hanging_kernel/server/_qa.py new file mode 100644 index 00000000..af581e88 --- /dev/null +++ b/metainfer/tasks/find_low_hanging_kernel/server/_qa.py @@ -0,0 +1,79 @@ +"""QA config for find-low-hanging-kernel. + +Targets are addressed by (step, agent) tuples so the analyst can review any +of the analysis agents that ran during Step 1 / Step 2, or any of the 5 +validation pool workers in Step 3. +""" + +from __future__ import annotations + +from pathlib import Path +from typing import Any, Dict, Optional + +from metainfer.server._helpers import find_events_file + +PLUGIN_TYPE = "find-low-hanging-kernel" + + +class FlhkQAConfig: + def resolve_target( + self, state_dir: Path, payload: Dict[str, Any], + ) -> Dict[str, Any]: + events_file_str = (payload.get("events_file") or "").strip() + if events_file_str: + return { + "events_file": Path(events_file_str), + "target_workdir": ( + Path(payload["target_workdir"]) + if payload.get("target_workdir") + else None + ), + "target_label": ( + payload.get("target_label") + or f"events_file={Path(events_file_str).name}" + ), + } + + step = payload.get("step") + agent = payload.get("agent") + if step is not None and agent is not None: + ef = _resolve_events_file(state_dir, str(step), str(agent)) + return { + "events_file": ef, + "target_workdir": None, + "target_label": f"step={step} agent={agent}", + } + + raise ValueError( + "payload must contain either events_file, or (step, agent)" + ) + + +def _resolve_events_file(state_dir: Path, step: str, agent: str) -> Path: + """Search a few common layouts for the agent's events.jsonl.""" + candidates = [ + state_dir / "logs" / step / agent, + state_dir / "logs" / step / "pool" / agent, + state_dir / step / agent, + ] + ef: Optional[Path] = find_events_file(candidates[0]) + if ef is not None: + return ef + # Fall back to globbing under the most likely root. + for root in candidates[1:]: + if root.exists(): + hits = sorted(root.rglob(f"{agent}.attempt*.events.jsonl")) + if hits: + return hits[0] + # Final fallback: glob the whole logs/ tree. + glob_root = state_dir / "logs" + if glob_root.exists(): + hits = sorted(glob_root.rglob(f"{agent}.attempt*.events.jsonl")) + if hits: + return hits[0] + raise FileNotFoundError( + f"no events.jsonl for agent {agent!r} (step={step!r}) under {state_dir}" + ) + + +CONFIG = FlhkQAConfig() diff --git a/metainfer/tasks/find_low_hanging_kernel/server/_state_readers.py b/metainfer/tasks/find_low_hanging_kernel/server/_state_readers.py new file mode 100644 index 00000000..5002b773 --- /dev/null +++ b/metainfer/tasks/find_low_hanging_kernel/server/_state_readers.py @@ -0,0 +1,82 @@ +"""State-dir readers for find-low-hanging-kernel.""" + +from __future__ import annotations + +import json +from pathlib import Path +from typing import Any, Dict, List, Optional + +from ..orchestrator import phases as _phases + + +def _load_json(path: Path, default: Any) -> Any: + if not path.exists(): + return default + try: + return json.loads(path.read_text(encoding="utf-8")) + except (ValueError, OSError): + return default + + +def _read_run(state_dir: Path) -> Dict[str, Any]: + return _load_json(state_dir / "run.json", {}) or {} + + +def read_iterations(state_dir: Path) -> List[Dict[str, Any]]: + iters_dir = state_dir / "iterations" + if not iters_dir.exists(): + return [] + out: List[Dict[str, Any]] = [] + for p in sorted(iters_dir.glob("*.json")): + data = _load_json(p, None) + if data is not None: + out.append(data) + return out + + +def read_iteration(state_dir: Path, n: int) -> Optional[Dict[str, Any]]: + return _load_json(state_dir / "iterations" / f"{n:03d}.json", None) + + +def read_state_graph(state_dir: Path) -> Dict[str, Any]: + run = _read_run(state_dir) + current = run.get("current_phase", "idle") + last_outcome = run.get("last_outcome") + last_label = run.get("last_transition_label") + if hasattr(_phases, "graph_payload"): + return _phases.graph_payload(current, last_outcome, last_label) + return {"error": "phases module does not export graph_payload()"} + + +def read_flow_graph(workspace_dir: Path) -> Dict[str, Any]: + """Load the validated flow_graph.json, or return a stub.""" + fg = workspace_dir / "flow_graph.json" + data = _load_json(fg, None) + if data is None: + return {"ready": False, "reason": "flow_graph.json not written yet"} + return {"ready": True, "graph": data} + + +def read_trace_summary(workspace_dir: Path) -> Dict[str, Any]: + tp = workspace_dir / "trace_parsed.json" + data = _load_json(tp, None) + if data is None: + return {"ready": False} + return {"ready": True, "summary": data} + + +def read_memory_markdown(workspace_dir: Path, step: str) -> Dict[str, Any]: + """Read a memory/*.md file for in-browser audit. + + `step` is one of: step1_code_analysis, step2_tracing_analysis, + validation_warnings. + """ + safe_name = Path(step).name + p = workspace_dir / "memory" / f"{safe_name}.md" + if not p.is_file(): + return {"ready": False, "markdown": "", "path": str(p)} + try: + text = p.read_text(encoding="utf-8", errors="replace") + except OSError: + return {"ready": False, "markdown": "", "path": str(p)} + return {"ready": True, "markdown": text, "path": str(p)} diff --git a/metainfer/tasks/find_low_hanging_kernel/server/plugin.py b/metainfer/tasks/find_low_hanging_kernel/server/plugin.py new file mode 100644 index 00000000..7ef6c7a0 --- /dev/null +++ b/metainfer/tasks/find_low_hanging_kernel/server/plugin.py @@ -0,0 +1,28 @@ +"""WebPlugin registration for find-low-hanging-kernel.""" + +from pathlib import Path + +from metainfer.server.registry import WebPlugin, register + +from ._qa import CONFIG as _QA_CONFIG +from .routes import build_router + +PLUGIN_TYPE = "find-low-hanging-kernel" + +plugin = WebPlugin( + type=PLUGIN_TYPE, + label="Find Low-Hanging Kernel", + description=( + "Analyze a Chrome trace + model directory + inference framework source " + "to build an auditable execution-flow graph and identify the kernels " + "with the most optimization headroom." + ), + detail_view_module="app/flhk-detail", + qa_config=_QA_CONFIG, + build_router=build_router, + frontend_dir=Path(__file__).resolve().parent.parent / "static", + importmap_entries={}, + extra_stylesheets=["flhk.css"], +) + +register(plugin) diff --git a/metainfer/tasks/find_low_hanging_kernel/server/routes.py b/metainfer/tasks/find_low_hanging_kernel/server/routes.py new file mode 100644 index 00000000..107cedf5 --- /dev/null +++ b/metainfer/tasks/find_low_hanging_kernel/server/routes.py @@ -0,0 +1,121 @@ +"""FastAPI router for find-low-hanging-kernel. + +Endpoints (all relative to the shell mount ``/api/find-low-hanging-kernel/{task_id}``): + + GET /iterations — list iteration records + GET /iterations/{n} — single iteration record + GET /state-graph — phase state graph payload + GET /flow-graph — validated flow_graph.json + GET /trace-parsed — deterministic parser output + GET /memory/{step} — step memory markdown (step1_code_analysis, + step2_tracing_analysis, validation_warnings) + GET /visualization — standalone flow_graph.html (text/html) + GET /workspace-file/{name} — download flow_graph.html / flow_graph.json + /qa/* — generic QA routes +""" + +from __future__ import annotations + +from pathlib import Path +from typing import Any, Dict + +from fastapi import APIRouter, HTTPException +from fastapi.responses import FileResponse, HTMLResponse, PlainTextResponse + +from metainfer.server._helpers import ( + require_task_type, + state_dir_for, + task_or_404, + workspace_dir_for, +) +from metainfer.server.qa_routes import register_qa_routes + +from . import _state_readers + +PLUGIN_TYPE = "find-low-hanging-kernel" + +_MEM_ALLOWED_STEPS = { + "step1_code_analysis", + "step2_tracing_analysis", + "validation_warnings", +} + + +def build_router(plugin) -> APIRouter: + router = APIRouter() + + @router.get("/iterations") + def flhk_iterations(task_id: str) -> list: + entry = task_or_404(task_id) + require_task_type(entry, PLUGIN_TYPE) + return _state_readers.read_iterations(state_dir_for(entry)) + + @router.get("/iterations/{n}") + def flhk_iteration_detail(task_id: str, n: int) -> Dict[str, Any]: + entry = task_or_404(task_id) + require_task_type(entry, PLUGIN_TYPE) + rec = _state_readers.read_iteration(state_dir_for(entry), n) + if rec is None: + raise HTTPException(404, f"no iteration {n} for task {task_id}") + return rec + + @router.get("/state-graph") + def flhk_state_graph(task_id: str) -> Dict[str, Any]: + entry = task_or_404(task_id) + require_task_type(entry, PLUGIN_TYPE) + return _state_readers.read_state_graph(state_dir_for(entry)) + + @router.get("/flow-graph") + def flhk_flow_graph(task_id: str) -> Dict[str, Any]: + entry = task_or_404(task_id) + require_task_type(entry, PLUGIN_TYPE) + return _state_readers.read_flow_graph(workspace_dir_for(entry)) + + @router.get("/trace-parsed") + def flhk_trace_parsed(task_id: str) -> Dict[str, Any]: + entry = task_or_404(task_id) + require_task_type(entry, PLUGIN_TYPE) + return _state_readers.read_trace_summary(workspace_dir_for(entry)) + + @router.get("/memory/{step}") + def flhk_memory(task_id: str, step: str) -> Dict[str, Any]: + entry = task_or_404(task_id) + require_task_type(entry, PLUGIN_TYPE) + if step not in _MEM_ALLOWED_STEPS: + raise HTTPException( + 400, f"unknown step {step!r}; expected one of {sorted(_MEM_ALLOWED_STEPS)}" + ) + return _state_readers.read_memory_markdown(workspace_dir_for(entry), step) + + @router.get("/visualization", response_class=HTMLResponse) + def flhk_visualization(task_id: str): + entry = task_or_404(task_id) + require_task_type(entry, PLUGIN_TYPE) + html_path = workspace_dir_for(entry) / "flow_graph.html" + if not html_path.is_file(): + raise HTTPException(404, "visualization not ready yet (Step 4 not complete)") + return HTMLResponse(content=html_path.read_text(encoding="utf-8")) + + @router.get("/workspace-file/{name}") + def flhk_workspace_file(task_id: str, name: str): + entry = task_or_404(task_id) + require_task_type(entry, PLUGIN_TYPE) + # Only allow downloading the two canonical artifacts (defensive + # path-traversal guard — name is a single segment). + allowed = { + "flow_graph.html": "text/html", + "flow_graph.json": "application/json", + "trace_parsed.json": "application/json", + } + if name not in allowed: + raise HTTPException(400, f"unknown workspace file {name!r}") + p = workspace_dir_for(entry) / name + if not p.is_file(): + raise HTTPException(404, f"{name} not written yet") + return PlainTextResponse( + content=p.read_text(encoding="utf-8"), + media_type=allowed[name], + ) + + register_qa_routes(router, plugin, prefix="/qa") + return router diff --git a/metainfer/tasks/find_low_hanging_kernel/static/flhk-detail.js b/metainfer/tasks/find_low_hanging_kernel/static/flhk-detail.js new file mode 100644 index 00000000..8efbd59f --- /dev/null +++ b/metainfer/tasks/find_low_hanging_kernel/static/flhk-detail.js @@ -0,0 +1,260 @@ +// find-low-hanging-kernel task detail body. +// +// Tabs: +// - overview : phase state graph + iterations table + phase description +// - memory : step1_code_analysis / step2_tracing_analysis markdown +// - graph : iframe pointing at /visualization (self-contained ELK + SVG) +// - trace : summary of trace_parsed.json +// - runtime : agents panel + timeline (shell-shared) +// +// Shell passes {run, timeline, agents, loadState, lastErr} via the `data` prop. + +import { html } from "htm/preact"; +import { useCallback, useEffect, useState } from "preact/hooks"; +import { AgentsPanel } from "app/agents-panel"; +import { Timeline } from "app/timeline"; + +const PLUGIN_TYPE = "find-low-hanging-kernel"; + +const TABS = [ + { id: "overview", label: "概览" }, + { id: "memory", label: "记忆文件" }, + { id: "graph", label: "流程图" }, + { id: "trace", label: "Trace 解析" }, + { id: "runtime", label: "运行状态" }, +]; + +const withTimeout = (p, ms = 8000) => + Promise.race([ + p, + new Promise((_, rej) => setTimeout(() => rej(new Error("timeout")), ms)), + ]); + +async function getJson(url) { + const r = await fetch(url, { cache: "no-store" }); + if (!r.ok) throw new Error(`${url}: ${r.status}`); + return r.json(); +} + +function useRuntimeData(taskId) { + const [data, setData] = useState({ + iterations: [], stateGraph: null, flowGraph: null, trace: null, + }); + const refresh = useCallback(async () => { + if (!taskId) return; + const base = `/api/${PLUGIN_TYPE}/${encodeURIComponent(taskId)}`; + const [it, sg, fg, tp] = await Promise.all([ + withTimeout(getJson(`${base}/iterations`).catch((e) => { console.warn("iterations:", e); return []; })), + withTimeout(getJson(`${base}/state-graph`).catch(() => null)), + withTimeout(getJson(`${base}/flow-graph`).catch(() => null)), + withTimeout(getJson(`${base}/trace-parsed`).catch(() => null)), + ]); + setData({ + iterations: it || [], + stateGraph: sg, + flowGraph: fg, + trace: tp, + }); + }, [taskId]); + useEffect(() => { refresh(); }, [refresh]); + useEffect(() => { + if (!taskId) return; + const id = setInterval(refresh, 5000); + return () => clearInterval(id); + }, [taskId, refresh]); + return { ...data, refresh }; +} + +function useMemoryFile(taskId, step) { + const [md, setMd] = useState({ ready: false, markdown: "" }); + useEffect(() => { + if (!taskId || !step) return; + const base = `/api/${PLUGIN_TYPE}/${encodeURIComponent(taskId)}`; + getJson(`${base}/memory/${step}`) + .then(setMd) + .catch(() => setMd({ ready: false, markdown: "" })); + }, [taskId, step]); + return md; +} + +function PhaseGraph({ graph }) { + if (!graph) return html`
等待 state-graph 数据…
`; + const nodes = graph.nodes || []; + const edges = graph.edges || []; + const active = graph.active_edge || null; + const current = graph.current || "idle"; + // Render as a simple list with edges (the heavy graph view is on the + // "流程图" tab via ELK). Keep this tab lightweight. + return html` +
+
+ ${nodes.map((n) => html` + + ${n.label} + + `)} +
+
    + ${edges.map((e) => html` +
  • + ${e.from} → ${e.to} ${e.label} +
    • + `)} +
+
+ `; +} + +function IterationsTable({ iterations }) { + if (!iterations || !iterations.length) { + return html`
尚无校验轮次记录。
`; + } + return html` + + + + + + ${iterations.map((it) => html` + + + + + + + + `)} + +
RoundStatusOutcomeIntegrity fixesIssues
${it.round || it.iteration}${it.status}${it.outcome || "—"}${(it.integrity_fixes || []).length}${(it.semantic_issues || []).length}
+ `; +} + +function MemoryPanel({ taskId }) { + const [step, setStep] = useState("step1_code_analysis"); + const md = useMemoryFile(taskId, step); + return html` +
+
+ ${["step1_code_analysis", "step2_tracing_analysis", "validation_warnings"].map((s) => html` + + `)} +
+ 
${md.ready ? md.markdown : "(尚未生成)"}
+
+ `; +} + +function GraphPanel({ taskId, flowGraph }) { + if (!taskId) return null; + const src = `/api/${PLUGIN_TYPE}/${encodeURIComponent(taskId)}/visualization`; + const ready = flowGraph && flowGraph.ready; + return html` +
+
+ 在新窗口打开 + ${ready ? "图已生成" : "等待 Step 4 完成…"} +
+ ${ready + ? html`` + : 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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Mhe(a,d)}if(d==a){return true}}}return false} +function $Kb(a){VKb();switch(a.q.g){case 5:XKb(a,(mmd(),Uld));XKb(a,jmd);break;case 4:YKb(a,(mmd(),Uld));YKb(a,jmd);break;default:ZKb(a,(mmd(),Uld));ZKb(a,jmd);}} +function cLb(a){VKb();switch(a.q.g){case 5:_Kb(a,(mmd(),Tld));_Kb(a,lmd);break;case 4:aLb(a,(mmd(),Tld));aLb(a,lmd);break;default:bLb(a,(mmd(),Tld));bLb(a,lmd);}} +function fNb(a){var b,c;b=JD(lNb(a,(ZOb(),NOb)),15);if(b){c=b.a;c==0?oNb(a,(iPb(),hPb),new Svb):oNb(a,(iPb(),hPb),new Tvb(c))}else{oNb(a,(iPb(),hPb),new Tvb(1))}} +function CXb(a,b){var c;c=a.i;switch(b.g){case 1:return -(a.n.b+a.o.b);case 2:return a.n.a-c.o.a;case 3:return a.n.b-c.o.b;case 4:return -(a.n.a+a.o.a);}return 0} +function d8b(a,b){switch(a.g){case 0:return b==(Qrc(),Mrc)?_7b:a8b;case 1:return b==(Qrc(),Mrc)?_7b:$7b;case 2:return b==(Qrc(),Mrc)?$7b:a8b;default:return $7b;}} +function m7c(a,b){var c,d,e;dmb(a.a,b);a.e-=b.r+(a.a.c.length==0?0:a.c);e=eCe;for(d=new Hmb(a.a);d.a>16==11){return a.Cb.Qh(a,10,Q3,b)}return d=X3d(JD(tWd((c=JD(fud(a,16),29),!c?(ysd(),tsd):c),a.Db>>16),19)),a.Cb.Qh(a,d.n,d.f,b)} +function l2d(a,b){var c,d;if(a.Db>>16==10){return a.Cb.Qh(a,11,p6,b)}return d=X3d(JD(tWd((c=JD(fud(a,16),29),!c?(HRd(),yRd):c),a.Db>>16),19)),a.Cb.Qh(a,d.n,d.f,b)} +function O3d(a,b){var c,d;if(a.Db>>16==10){return a.Cb.Qh(a,12,A6,b)}return d=X3d(JD(tWd((c=JD(fud(a,16),29),!c?(HRd(),BRd):c),a.Db>>16),19)),a.Cb.Qh(a,d.n,d.f,b)} +function oBd(a,b){var c,d,e,f,g;if(b){e=b.a.length;c=new vse(e);for(g=(c.b-c.a)*c.c<0?(use(),tse):new Rse(c);g.Ob();){f=JD(g.Pb(),15);d=EAd(b,f.a);!!d&&XBd(a,d)}}} +function _8d(){R8d();var a,b;V8d((jRd(),iRd));U8d(iRd);yyd(iRd);b0d=(HRd(),uRd);for(b=new Hmb(P8d);b.a>19;j=b.h>>19;if(i!=j){return j-i}e=a.h;h=b.h;if(e!=h){return e-h}d=a.m;g=b.m;if(d!=g){return d-g}c=a.l;f=b.l;return c-f} +function dkc(a,b,c){var d,e,f,g,h;e=a[c.g];for(h=new Hmb(b.d);h.a0?a.b:0);++c}b.b=d;b.e=e} +function zo(a){var b,c,d;d=a.b;if(Rp(a.i,d.length)){c=d.length*2;a.b=SC(QF,fue,308,c,0,1);a.c=SC(QF,fue,308,c,0,1);a.f=c-1;a.i=0;for(b=a.a;b;b=b.c){vo(a,b,b)}++a.g}} +function LUb(a,b){a.b.a=$wnd.Math.min(a.b.a,b.c);a.b.b=$wnd.Math.min(a.b.b,b.d);a.a.a=$wnd.Math.max(a.a.a,b.c);a.a.b=$wnd.Math.max(a.a.b,b.d);return nDb(a.c,b),true} +function Hmc(a,b,c){var d;d=b.c.i;if(d.k==(UYb(),PYb)){oNb(a,(Krc(),brc),JD(lNb(d,brc),12));oNb(a,crc,JD(lNb(d,crc),12))}else{oNb(a,(Krc(),brc),b.c);oNb(a,crc,c.d)}} +function efd(a,b,c){bfd();var d,e,f,g,h,i;g=b/2;f=c/2;d=$wnd.Math.abs(a.a);e=$wnd.Math.abs(a.b);h=1;i=1;d>g&&(h=g/d);e>f&&(i=f/e);Qfd(a,$wnd.Math.min(h,i));return a} +function Vxd(){xxd();var b,c;try{c=JD(K3d((WQd(),VQd),UFe),2075);if(c){return c}}catch(a){a=Hcb(a);if(RD(a,101)){b=a;WGd((Fbe(),b))}else throw Icb(a)}return new Rxd} +function O8d(){xxd();var b,c;try{c=JD(K3d((WQd(),VQd),uIe),2002);if(c){return c}}catch(a){a=Hcb(a);if(RD(a,101)){b=a;WGd((Fbe(),b))}else throw Icb(a)}return new K8d} +function tle(){Xke();var b,c;try{c=JD(K3d((WQd(),VQd),ZIe),2084);if(c){return c}}catch(a){a=Hcb(a);if(RD(a,101)){b=a;WGd((Fbe(),b))}else throw Icb(a)}return new ple} +function d0d(a,b,c){var d,e;e=a.e;a.e=b;if((a.Db&4)!=0&&(a.Db&1)==0){d=new L1d(a,1,4,e,b);!c?(c=d):c.lj(d)}e!=b&&(b?(c=m0d(a,i0d(a,b),c)):(c=m0d(a,a.a,c)));return c} +function vB(){mB.call(this);this.e=-1;this.a=false;this.p=rue;this.k=-1;this.c=-1;this.b=-1;this.g=false;this.f=-1;this.j=-1;this.n=-1;this.i=-1;this.d=-1;this.o=rue} +function xFb(a,b){var c,d,e;d=a.b.d.d;a.a||(d+=a.b.d.a);e=b.b.d.d;b.a||(e+=b.b.d.a);c=Xeb(d,e);if(c==0){if(!a.a&&b.a){return -1}else if(!b.a&&a.a){return 1}}return c} +function wMb(a,b){var c,d,e;d=a.b.b.d;a.a||(d+=a.b.b.a);e=b.b.b.d;b.a||(e+=b.b.b.a);c=Xeb(d,e);if(c==0){if(!a.a&&b.a){return -1}else if(!b.a&&a.a){return 1}}return c} +function qSb(a,b){var c,d,e;d=a.b.g.d;a.a||(d+=a.b.g.a);e=b.b.g.d;b.a||(e+=b.b.g.a);c=Xeb(d,e);if(c==0){if(!a.a&&b.a){return -1}else if(!b.a&&a.a){return 1}}return c} +function AQb(){AQb=ndb;xQb=Vbd(Xbd(Xbd(Xbd(new acd,(TQb(),RQb),(Q5b(),k5b)),RQb,o5b),SQb,v5b),SQb,$4b);zQb=Xbd(Xbd(new acd,RQb,Q4b),RQb,_4b);yQb=Vbd(new acd,SQb,b5b)} +function p0b(a){var b,c,d,e,f;b=JD(lNb(a,(Krc(),Jqc)),92);f=a.n;for(d=b.Bc().Jc();d.Ob();){c=JD(d.Pb(),318);e=c.i;e.c+=f.a;e.d+=f.b;c.c?mIb(c):oIb(c)}oNb(a,Jqc,null)} +function $jc(a,b,c){var d,e;e=a.b;d=e.d;switch(b.g){case 1:return -d.d-c;case 2:return e.o.a+d.c+c;case 3:return e.o.b+d.a+c;case 4:return -d.b-c;default:return -1;}} +function WEc(a,b){var c,d;for(d=new Hmb(b);d.a0){g=(f<e)%a.d.length;e=YLd(a,g,f,b);if(e){h=e.ld(c);return h}}d=a.ak(f,b,c);a.c.Ec(d);return null} +function Rce(a,b){var c,d,e,f;switch(Mce(a,b).Il()){case 3:case 2:{c=kWd(b);for(e=0,f=c.i;e=0;d--){if(sgb(a[d].d,b)||sgb(a[d].d,c)){a.length>=d+1&&a.splice(0,d+1);break}}return a} +function Ncb(a,b){var c;if(Scb(a)&&Scb(b)){c=a/b;if(jve0){a.b+=2;a.a+=d}}else{a.b+=1;a.a+=$wnd.Math.min(d,e)}} +function wAd(a,b){var 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 $i(a,b,c,d){var e,f;Qb(b);Qb(c);f=JD(zn(a.d,b),15);Ob(!!f,'Row %s not in %s',b,a.e);e=JD(zn(a.b,c),15);Ob(!!e,'Column %s not in %s',c,a.c);return aj(a,f.a,e.a,d)} +function Cy(b){var c,d,e,f,g,h;d=null;for(f=b,g=0,h=f.length;g1||h==-1){f=JD(i,16);e.Wb(Qhe(a,f))}else{e.Wb(Phe(a,JD(i,57)))}}}} +function jdb(b,c,d,e){idb();var f=gdb;$moduleName=c;$moduleBase=d;Gcb=e;function g(){for(var a=0;a0){return false}}return true} +function Ric(a){switch(JD(lNb(a.b,($xc(),Zvc)),381).g){case 1:VBb(WBb(UBb(new gCb(null,new Wvb(a.d,16)),new kjc),new mjc),new ojc);break;case 2:Tic(a);break;case 0:Sic(a);}} +function mSc(a,b,c){var d,e,f;d=c;!d&&(d=new _nd);d.Tg('Layout',a.a.c.length);for(f=new Hmb(a.a);f.amCe){return c}else e>-1.0E-6&&++c}return c} +function XAd(a,b,c){if(RD(b,271)){return KAd(a,JD(b,85),c)}else if(RD(b,276)){return LAd(a,JD(b,276),c)}else{throw Icb(new hfb(qGe+Ee(new tnb(WC(OC(aJ,1),rte,1,5,[b,c])))))}} +function YAd(a,b,c){if(RD(b,271)){return MAd(a,JD(b,85),c)}else if(RD(b,276)){return NAd(a,JD(b,276),c)}else{throw Icb(new hfb(qGe+Ee(new tnb(WC(OC(aJ,1),rte,1,5,[b,c])))))}} +function l0d(a,b){var c;if(b!=a.b){c=null;!!a.b&&(c=Ssd(a.b,a,-4,c));!!b&&(c=Rsd(b,a,-4,c));c=c0d(a,b,c);!!c&&c.mj()}else (a.Db&4)!=0&&(a.Db&1)==0&&zsd(a,new L1d(a,1,3,b,b))} +function o0d(a,b){var c;if(b!=a.f){c=null;!!a.f&&(c=Ssd(a.f,a,-1,c));!!b&&(c=Rsd(b,a,-1,c));c=e0d(a,b,c);!!c&&c.mj()}else (a.Db&4)!=0&&(a.Db&1)==0&&zsd(a,new L1d(a,1,0,b,b))} +function Jee(a,b,c,d){var e,f,g,h;if(Vsd(a.e)){e=b.Jk();h=b.kd();f=c.kd();g=dee(a,1,e,h,f,e.Hk()?iee(a,e,f,RD(e,103)&&(JD(e,19).Bb&tve)!=0):-1,true);d?d.lj(g):(d=g)}return d} +function _ke(a){var b,c,d;if(a==null)return null;c=JD(a,16);if(c.dc())return '';d=new Xgb;for(b=c.Jc();b.Ob();){Ugb(d,(lke(),OD(b.Pb())));d.a+=' '}return xdb(d,d.a.length-1)} +function dle(a){var b,c,d;if(a==null)return null;c=JD(a,16);if(c.dc())return '';d=new Xgb;for(b=c.Jc();b.Ob();){Ugb(d,(lke(),OD(b.Pb())));d.a+=' '}return xdb(d,d.a.length-1)} +function nEc(a,b){var c,d,e,f,g;for(f=new Hmb(b.a);f.a0&&pgb(b,b.length-1)==33){try{c=lQd(Ggb(b,0,b.length-1));return c.e==null}catch(a){a=Hcb(a);if(!RD(a,32))throw Icb(a)}}return false} +function VVb(a,b,c){var d,e,f;d=xYb(b);e=JXb(d);f=new sZb;qZb(f,b);switch(c.g){case 1:rZb(f,omd(rmd(e)));break;case 2:rZb(f,rmd(e));}oNb(f,($xc(),axc),MD(lNb(a,axc)));return f} +function S6b(a){var b,c;b=JD(Xr(new Yr(Dr(yYb(a.a).a.Jc(),new Dl))),17);c=JD(Xr(new Yr(Dr(BYb(a.a).a.Jc(),new Dl))),17);return Odb(LD(lNb(b,(Krc(),vrc))))||Odb(LD(lNb(c,vrc)))} +function Bhc(){Bhc=ndb;xhc=new Chc('ONE_SIDE',0);zhc=new Chc('TWO_SIDES_CORNER',1);Ahc=new Chc('TWO_SIDES_OPPOSING',2);yhc=new Chc('THREE_SIDES',3);whc=new Chc('FOUR_SIDES',4)} +function knc(a,b){var c,d,e,f;f=new imb;e=0;d=b.Jc();while(d.Ob()){c=zfb(JD(d.Pb(),15).a+e);while(c.a=a.f){break}nDb(f.c,c)}return f} +function BKc(a){var b,c;for(c=new Hmb(a.e.b);c.a0&&Wfc(this,this.c-1,(mmd(),Tld));this.c0&&a[0].length>0&&(this.c=Odb(LD(lNb(xYb(a[0][0]),(Krc(),Yqc)))));this.a=SC(_W,Ote,2079,a.length,0,2);this.b=SC(cX,Ote,2080,a.length,0,2);this.d=new Bs} +function 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d,e,f;d=b.Jk();f=b.kd();e=d.Hk()?dee(a,4,d,f,null,iee(a,d,f,RD(d,103)&&(JD(d,19).Bb&tve)!=0),true):dee(a,d.rk()?2:1,d,f,d.gk(),-1,true);c?c.lj(e):(c=e);return c} +function pvb(a,b){var c,d;KDb(b);d=a.b.c.length;Ylb(a.b,b);while(d>0){c=d;d=(d-1)/2|0;if(a.a.Le(amb(a.b,d),b)<=0){fmb(a.b,c,b);return true}fmb(a.b,c,amb(a.b,d))}fmb(a.b,d,b);return true} +function UHb(a,b,c,d){var e,f;e=0;if(!c){for(f=0;f=h} +function g5c(a){switch(a.g){case 0:return new W4c;case 1:return new a5c;default:throw Icb(new hfb('No implementation is available for the width approximator '+(a.f!=null?a.f:''+a.g)));}} +function yAd(a,b,c,d){var e;e=false;if(VD(d)){e=true;zAd(b,c,OD(d))}if(!e){if(SD(d)){e=true;yAd(a,b,c,d)}}if(!e){if(RD(d,242)){e=true;xAd(b,c,JD(d,242))}}if(!e){throw Icb(new Hdb(nGe))}} +function sce(a,b){var 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(),fie).length;++d){if(sgb(fie[d],e)){return d}}}}return 0} +function tce(a,b){var 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 null}c=null;for(d=0;df} +function $_c(a,b){var c,d,e;if(L_c(a,b)){return true}for(d=new Hmb(b);d.a=e||b<0)throw Icb(new Cdb(GGe+b+HGe+e));if(c>=e||c<0)throw Icb(new Cdb(IGe+c+HGe+e));b!=c?(d=(f=a.Aj(c),a.oj(b,f),f)):(d=a.vj(c));return d} +function Jhe(a){var b,c,d;d=a;if(a){b=0;for(c=a.Bh();c;c=c.Bh()){if(++b>wve){return Jhe(c)}d=c;if(c==a){throw Icb(new kfb('There is a cycle in the containment hierarchy of '+a))}}}return d} +function Ee(a){var b,c,d;d=new Nxb(pte,'[',']');for(c=a.Jc();c.Ob();){b=c.Pb();Kxb(d,XD(b)===XD(a)?'(this Collection)':b==null?vte:qdb(b))}return !d.a?d.c:d.e.length==0?d.a.a:d.a.a+(''+d.e)} +function L_c(a,b){var c,d;d=false;if(b.gc()<2){return false}for(c=0;c1&&(a.j.b+=a.e)}else{a.j.a+=c.a;a.j.b=$wnd.Math.max(a.j.b,c.b);a.d.c.length>1&&(a.j.a+=a.e)}} +function Mhc(){Mhc=ndb;Jhc=WC(OC(J2,1),eye,64,0,[(mmd(),Uld),Tld,jmd]);Ihc=WC(OC(J2,1),eye,64,0,[Tld,jmd,lmd]);Khc=WC(OC(J2,1),eye,64,0,[jmd,lmd,Uld]);Lhc=WC(OC(J2,1),eye,64,0,[lmd,Uld,Tld])} +function iIc(a){var 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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b,c,d,e,f,g,h;h=0;if(a.b==0){g=CIb(a,true);b=0;for(d=g,e=0,f=d.length;e0){h+=c;++b}}b>1&&(h+=a.c*(b-1))}else{h=Zub(gBb(XBb(SBb(gnb(a.a),new QIb),new SIb)))}return h>0?h+a.n.d+a.n.a:0} +function zIb(a){var b,c,d,e,f,g,h;h=0;if(a.b==0){h=Zub(gBb(XBb(SBb(gnb(a.a),new MIb),new OIb)))}else{g=DIb(a,true);b=0;for(d=g,e=0,f=d.length;e0){h+=c;++b}}b>1&&(h+=a.c*(b-1))}return h>0?h+a.n.b+a.n.c:0} +function oLc(a){var b,c;if(a.c.length!=2){throw Icb(new kfb('Order only allowed for two paths.'))}b=(JDb(0,a.c.length),JD(a.c[0],17));c=(JDb(1,a.c.length),JD(a.c[1],17));if(b.d.i!=c.c.i){a.c.length=0;nDb(a.c,c);nDb(a.c,b)}} +function u5c(a,b,c){var d;Ivd(c,b.g,b.f);Kvd(c,b.i,b.j);for(d=0;d<(!b.a&&(b.a=new A3d(Q3,b,10,11)),b.a).i;d++){u5c(a,JD(SFd((!b.a&&(b.a=new A3d(Q3,b,10,11)),b.a),d),26),JD(SFd((!c.a&&(c.a=new A3d(Q3,c,10,11)),c.a),d),26))}} +function dKb(a,b){var 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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('" + ) + # Insert right after or , before any agent-written + #