feat(bench): live competitor lane - black-box MCP stdio adapters, pinned checkouts, published results
- adapters/mcp_stdio.py: drives competitors over MCP stdio like a real host; payload-level error detection, fastmcp output-wrapper normalization, cold-start warmup, artifact-based verification (harness re-opens every exported DXF with ezdxf) - competitors_env.py: reproducible pinned-SHA checkout + isolated venv per competitor - adapters for puran-water/autocad-mcp (95476a3) and beiming183-cloud/AutoCAD-MCP (11f7c47) mapped to their own documented tool contracts; unmapped tasks report 'unsupported' with reasons - run_competitors.py: registry-driven --server from competitors.yaml - published reports (pro 100.0 / beiming 50.0 / puran 45.0) + render_live_chart.py -> docs/assets/autocad-mcp-livebench.svg - benchmark.yml: weekly + manual dispatch matrix Co-authored-by: Cursor <cursoragent@cursor.com>
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"""Black-box adapter for beiming183-cloud/AutoCAD-MCP (headless ezdxf lane).
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Contract verified against the pinned checkout's ``server.py`` (v3.10 line):
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- document identity comes from ``transaction(operation="context")`` and every
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mutation must carry ``doc_id`` + ``expected_revision`` — top-level for the
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``entity``/``annotation`` tools, inside ``data`` for ``drawing`` operations;
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- ``entity create_line`` takes top-level ``x1..y2``; circle/dimension payloads
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sit under ``data`` (same field spellings as the upstream puran-water base);
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- ``transaction begin/commit/rollback`` are compatibility operations that the
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headless backend may reject with ``E_UNSUPPORTED*`` — that outcome is
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reported as ``unsupported`` rather than ``fail``.
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Verification is artifact-based: geometry claims are checked by exporting a DXF
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(``drawing save_as_dxf``) and re-reading it with ezdxf in the harness.
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"""
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from __future__ import annotations
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import math
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from typing import Any
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from benchmarks.adapters.base import TaskResult
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from benchmarks.adapters.mcp_stdio import (
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McpStdioAdapter,
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ToolCallFailed,
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extract_handle,
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)
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from benchmarks.competitors_env import CompetitorSpec
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PINNED_SHA = "11f7c47e5038796a20451b38b23032e625b5aa26"
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def _find_key(payload: Any, *keys: str) -> Any:
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if isinstance(payload, dict):
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for key in keys:
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if key in payload and payload[key] not in (None, ""):
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return payload[key]
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for value in payload.values():
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found = _find_key(value, *keys)
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if found is not None:
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return found
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elif isinstance(payload, (list, tuple)):
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for item in payload:
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found = _find_key(item, *keys)
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if found is not None:
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return found
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return None
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class BeimingAutocadAdapter(McpStdioAdapter):
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name = "beiming183-autocad-mcp"
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spec = CompetitorSpec(
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competitor_id="beiming183-autocad-mcp",
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repo_url="https://github.com/beiming183-cloud/AutoCAD-MCP.git",
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pinned_sha=PINNED_SHA,
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entry_candidates=(
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("-m", "autocad_mcp"),
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("server.py",),
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("src/server.py",),
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),
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pip_installs=(("-e", "."),),
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launch_env={"AUTOCAD_MCP_BACKEND": "ezdxf"},
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pythonpath="src",
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)
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def extra_launch_env(self) -> dict[str, str]:
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# The server redirects writes outside its managed output root; point
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# the root at the benchmark artifact directory so exports land where
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# the harness verifies them.
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return {
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"AUTOCAD_MCP_OUTPUT_ROOT": str(self.artifact_dir),
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"AUTOCAD_MCP_ALLOW_EXTERNAL_OUTPUTS": "true",
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}
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def warmup_calls(self):
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# Absorb lazy backend initialization once during setup.
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return (
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("system", {"operation": "status"}),
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("drawing", {"operation": "create", "data": {}}),
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)
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async def _ctx(self) -> dict[str, Any]:
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"""Read doc_id + revision from ``transaction(operation="context")``."""
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try:
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payload = await self.call("transaction", {"operation": "context"})
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except ToolCallFailed:
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return {}
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doc_id = _find_key(payload, "doc_id", "document_id")
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revision = _find_key(payload, "revision", "expected_revision", "document_revision")
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context: dict[str, Any] = {}
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if doc_id is not None:
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context["doc_id"] = doc_id
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if revision is not None:
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context["expected_revision"] = revision
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return context
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async def _new_drawing(self) -> None:
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await self.call("drawing", {"operation": "create", "data": {}})
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async def _save_dxf(self, filename: str) -> str:
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target = self.save_target(filename)
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payload: dict[str, Any] = {"path": str(target)}
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try:
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await self.call("drawing", {"operation": "save_as_dxf", "data": payload})
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except ToolCallFailed:
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context = await self._ctx()
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await self.call("drawing", {"operation": "save_as_dxf", "data": {**payload, **context}})
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return str(target)
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async def _entity(self, operation: str, **fields: Any) -> Any:
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context = await self._ctx()
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return await self.call("entity", {"operation": operation, **context, **fields})
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async def _create_line(self, x1: float, y1: float, x2: float, y2: float):
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return await self._entity("create_line", x1=x1, y1=y1, x2=x2, y2=y2)
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# -- tasks ----------------------------------------------------------------
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async def _task_core_geometry(self) -> TaskResult:
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await self._new_drawing()
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await self._create_line(0, 0, 3, 4)
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await self._entity("create_circle", data={"cx": 10, "cy": 10, "radius": 2})
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artifact = await self._save_dxf("beiming_core_geometry.dxf")
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_, doc = self.verify_dxf(self.save_target("beiming_core_geometry.dxf"))
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lines = doc.modelspace().query("LINE")
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circles = doc.modelspace().query("CIRCLE")
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length = None
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if lines:
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start, end = lines[0].dxf.start, lines[0].dxf.end
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length = math.dist((start.x, start.y), (end.x, end.y))
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passed = (
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len(lines) == 1
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and len(circles) == 1
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and length is not None
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and abs(length - 5.0) < 1e-6
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and abs(circles[0].dxf.radius - 2.0) < 1e-6
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)
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return TaskResult(
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"core_geometry",
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"pass" if passed else "fail",
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100.0 if passed else 0.0,
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metrics={"line_length": length, "lines": len(lines), "circles": len(circles)},
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artifacts=[artifact],
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)
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async def _task_modify_query(self) -> TaskResult:
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await self._new_drawing()
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created = await self._create_line(0, 0, 10, 0)
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handle = extract_handle(created)
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if not handle:
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return TaskResult(
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"modify_query",
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"fail",
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0.0,
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"could not extract created-entity handle from the create_line response",
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)
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await self._entity("move", entity_id=handle, data={"dx": 5, "dy": 2})
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artifact = await self._save_dxf("beiming_modify_query.dxf")
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_, doc = self.verify_dxf(self.save_target("beiming_modify_query.dxf"))
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lines = doc.modelspace().query("LINE")
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moved = (
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bool(lines)
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and abs(lines[0].dxf.start.x - 5.0) < 1e-6
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and (abs(lines[0].dxf.start.y - 2.0) < 1e-6)
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)
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return TaskResult(
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"modify_query",
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"pass" if moved else "fail",
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100.0 if moved else 0.0,
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artifacts=[artifact],
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)
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async def _task_layers_linetypes(self) -> TaskResult:
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await self._new_drawing()
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context = await self._ctx()
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await self.call("drawing", {"operation": "setup_mechanical", "data": {**context}})
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artifact = await self._save_dxf("beiming_layers.dxf")
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_, doc = self.verify_dxf(self.save_target("beiming_layers.dxf"))
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layers = {layer.dxf.name.upper() for layer in doc.layers}
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linetypes = {lt.dxf.name.upper() for lt in doc.linetypes}
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expected_layers = {"OUTLINE", "CENTER", "DIM"}
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got_layers = expected_layers.issubset(layers)
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got_linetype = "CENTER" in linetypes
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if got_layers and got_linetype:
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return TaskResult("layers_linetypes", "pass", 100.0, artifacts=[artifact])
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if got_layers:
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return TaskResult(
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"layers_linetypes",
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"partial",
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50.0,
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"GB/T layers created but CENTER linetype missing from the table",
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artifacts=[artifact],
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)
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return TaskResult(
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"layers_linetypes",
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"fail",
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0.0,
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f"layers={sorted(layers)}",
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artifacts=[artifact],
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)
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async def _task_dimensions(self) -> TaskResult:
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await self._new_drawing()
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context = await self._ctx()
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await self.call(
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"annotation",
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{
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"operation": "create_dimension_linear",
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**context,
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"data": {"x1": 0, "y1": 0, "x2": 50, "y2": 0, "dim_x": 25, "dim_y": 10},
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},
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)
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artifact = await self._save_dxf("beiming_dimensions.dxf")
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_, doc = self.verify_dxf(self.save_target("beiming_dimensions.dxf"))
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dims = [e for e in doc.modelspace() if e.dxftype() == "DIMENSION"]
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return TaskResult(
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"dimensions",
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"pass" if dims else "fail",
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100.0 if dims else 0.0,
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metrics={"dimension_count": len(dims)},
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artifacts=[artifact],
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)
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async def _task_transactions(self) -> TaskResult:
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await self._new_drawing()
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context = await self._ctx()
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try:
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begin = await self.call("transaction", {"operation": "begin", **context})
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except ToolCallFailed as exc:
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if "E_UNSUPPORTED" in str(exc):
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return TaskResult(
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"transactions",
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"unsupported",
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0.0,
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"transaction begin is rejected as unsupported on the headless backend",
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)
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raise
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transaction_id = _find_key(begin, "transaction_id", "txn_id")
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await self._entity("create_circle", data={"cx": 0, "cy": 0, "radius": 1})
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context = await self._ctx()
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rollback_args: dict[str, Any] = {"operation": "rollback", **context}
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if transaction_id is not None:
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rollback_args["transaction_id"] = transaction_id
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await self.call("transaction", rollback_args)
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artifact = await self._save_dxf("beiming_transactions.dxf")
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_, doc = self.verify_dxf(self.save_target("beiming_transactions.dxf"))
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count = len(list(doc.modelspace()))
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return TaskResult(
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"transactions",
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"pass" if count == 0 else "fail",
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100.0 if count == 0 else 0.0,
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metrics={"entity_count_after_rollback": count},
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artifacts=[artifact],
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)
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async def _task_dxf_roundtrip(self) -> TaskResult:
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await self._new_drawing()
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await self._create_line(0, 0, 10, 10)
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artifact = await self._save_dxf("beiming_roundtrip.dxf")
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_, doc = self.verify_dxf(self.save_target("beiming_roundtrip.dxf"))
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count = len(list(doc.modelspace()))
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return TaskResult(
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"dxf_roundtrip",
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"pass" if count == 1 else "fail",
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100.0 if count == 1 else 0.0,
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metrics={"entity_count": count},
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artifacts=[artifact],
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)
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# -- documented coverage gaps ----------------------------------------------
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async def _task_table_mleader(self) -> TaskResult:
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return TaskResult(
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"table_mleader",
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"unsupported",
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0.0,
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"no TABLE or MLEADER operation in the annotation tool (v3.10)",
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)
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async def _task_preflight(self) -> TaskResult:
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return TaskResult("preflight", "unsupported", 0.0, "no requirements-preflight equivalent")
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async def _task_quality_refiner(self) -> TaskResult:
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return TaskResult(
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"quality_refiner",
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"unsupported",
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0.0,
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"audits detect issues but there is no automated repair loop",
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)
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async def _task_auditable_delivery(self) -> TaskResult:
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return TaskResult(
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"auditable_delivery",
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"unsupported",
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0.0,
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"drawing.deliver is documented as File-IPC only (not headless)",
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)
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__all__ = ["BeimingAutocadAdapter"]
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