feat: initial commit - massive-cloud point cloud processing system

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2026-05-27 09:51:42 +00:00
commit 16811100d1
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"""underframe-deflection 算法适配器 (v1.1)。
v1.1 变更:
- 入口改为 run_measurement_pipeline(返回 dict,同时落盘 report.json / xlsx / PLY)
- 新增 cad_path(CAD 基准 PLY/STL)和 roi_path(ROI JSON)可选输入
- 新增 skip_registration / enable_bilateral 配置项
- PYTHONPATH 指向 delivery_v1.1
- 结果从 report dict 中读取,而非 DeflectionResult 对象字段
"""
from __future__ import annotations
import os
import sys
import traceback
from pathlib import Path
sys.path.insert(0, str(Path(__file__).parent))
from _plugin_io import (
emit_progress,
ensure_ascii_ply,
first_pointcloud,
load_input,
write_error_result,
write_result,
)
def _status_for(value: float | None, tolerance: float | None) -> str:
if value is None or tolerance is None:
return "info"
if abs(value) <= tolerance:
return "pass"
if abs(value) <= tolerance * 1.5:
return "warning"
return "fail"
def _safe_float(v: object) -> float | None:
try:
return float(v) # type: ignore[arg-type]
except (TypeError, ValueError):
return None
def main() -> int:
payload = load_input(sys.argv)
inputs = payload.get("inputs") or {}
config = inputs.get("config") or {}
out_dir = Path(payload["outDir"])
out_dir.mkdir(parents=True, exist_ok=True)
try:
emit_progress(0.05, "加载 underframe_deflection v1.1 算法包")
from underframe_deflection.pipeline import run_measurement_pipeline # type: ignore
pc_path = first_pointcloud(payload)
emit_progress(0.15, f"读取点云:{os.path.basename(pc_path)}")
# 若是二进制 PLY,先转成 ASCII PLY(算法内置 reader 不依赖 open3d)
pc_path = ensure_ascii_ply(pc_path, out_dir / "_ply_cache")
profile = str(config.get("profile") or "auto")
skip_registration = bool(config.get("skipRegistration") or False)
enable_bilateral = bool(config.get("enableBilateral") if "enableBilateral" in config else True)
# 可选 CAD 基准(PLY/STL)和 ROI JSON
cad_path = inputs.get("cadPath") or None
roi_path = inputs.get("roiPath") or None
emit_progress(0.20, "调用 run_measurement_pipeline")
# run_measurement_pipeline 内部会打印进度到 stdout,
# 我们在调用前后各报一次进度即可。
report: dict = run_measurement_pipeline(
input_cloud=pc_path,
out_dir=str(out_dir),
profile=profile,
cad_path=cad_path,
roi_path=roi_path,
skip_registration=skip_registration,
enable_bilateral=enable_bilateral,
skip_excel=False,
)
emit_progress(0.92, "整理结果")
# ── 从 report dict 中提取核心测量值 ──────────────────────────────────
deflection = report.get("deflection") or {}
left_sel = (deflection.get("left") or {}).get("selected_measurement") or {}
right_sel = (deflection.get("right") or {}).get("selected_measurement") or {}
left_mm = _safe_float(left_sel.get("signed_deflection_mm"))
right_mm = _safe_float(right_sel.get("signed_deflection_mm"))
registration = report.get("registration") or {}
reg_rms = _safe_float(registration.get("rms_mm"))
quality_flags: list[str] = report.get("quality_flags") or []
# 容差:高铁底架挠度通常要求 ≤ 3 mm(可在 manifest inputs 中暴露)
tol = _safe_float(config.get("toleranceMm")) or 3.0
measurements = [
{
"name": "左梁挠度",
"value": left_mm if left_mm is not None else float("nan"),
"unit": "mm",
"tolerance": tol,
"status": _status_for(left_mm, tol),
},
{
"name": "右梁挠度",
"value": right_mm if right_mm is not None else float("nan"),
"unit": "mm",
"tolerance": tol,
"status": _status_for(right_mm, tol),
},
]
if reg_rms is not None:
measurements.append(
{
"name": "配准 RMS",
"value": reg_rms,
"unit": "mm",
"status": "pass" if reg_rms <= 1.0 else "warning" if reg_rms <= 2.0 else "fail",
}
)
# ── 3D 叠加层:优先 out_dir/ply/ 子目录,回退到 out_dir 根目录 ──────────
overlay3d: dict = {"kind": "none"}
ply_files: list = []
ply_dir = out_dir / "ply"
if ply_dir.exists():
ply_files = sorted(ply_dir.glob("*.ply"))
if not ply_files:
# 算法直接输出到 out_dir 根目录;优先取 full overlay
for name in ("roi_measurement_overlay_full.ply", "roi_cropped_cloud.ply"):
candidate = out_dir / name
if candidate.exists():
ply_files = [candidate]
break
if not ply_files:
ply_files = sorted(out_dir.glob("*.ply"))
if ply_files:
rel = ply_files[0].relative_to(out_dir)
overlay3d = {
"kind": "ply",
"file": str(rel),
}
payload_out = {
"schemaVersion": report.get("schema_version", "1.1"),
"status": "completed",
"measurements": measurements,
"overlay3d": overlay3d,
"extra": {
"algorithmVersion": report.get("algorithm_version"),
"qualityFlags": quality_flags,
"registration": registration,
"deflectionFull": deflection,
},
}
write_result(out_dir, payload_out)
emit_progress(1.0, "完成")
return 0
except Exception as exc:
traceback.print_exc()
write_error_result(
out_dir,
f"underframe-deflection 计算失败:{exc}",
extra={"traceback": traceback.format_exc()},
)
return 1
if __name__ == "__main__":
sys.exit(main())