File size: 4,469 Bytes
699f3cd | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 | from __future__ import annotations
import json
import shutil
from pathlib import Path
from typing import Any
from src.config.settings import MvpRuntimeSettings
from src.tools.report_paths import EXPORT_REPORTS_DIR
def prepare_runtime_package(
runtime_settings: MvpRuntimeSettings,
*,
base_dir: str | Path = "final_runtime",
reports_dir: str | Path = EXPORT_REPORTS_DIR,
) -> dict[str, Any]:
del reports_dir
base = Path(base_dir)
config_dir = base / "config"
artifacts_dir = base / "artifacts" / "task3"
logs_dir = base / "logs"
cache_dir = base / "cache"
for directory in (config_dir, artifacts_dir, logs_dir, cache_dir):
directory.mkdir(parents=True, exist_ok=True)
copied_weight = _copy_if_exists(
runtime_settings.task3_yoloe_weight_path,
artifacts_dir / Path(runtime_settings.task3_yoloe_weight_path).name,
)
manifest = _build_runtime_manifest(
runtime_settings=runtime_settings,
copied_weight=copied_weight,
)
manifest_path = config_dir / "task3_runtime_manifest.json"
manifest_path.write_text(json.dumps(manifest, indent=2), encoding="utf-8")
runtime_toml_path = config_dir / "runtime.toml"
runtime_toml_path.write_text(_render_runtime_toml(runtime_settings, manifest_path, base), encoding="utf-8")
readme_path = base / "README.md"
readme_path.write_text(_render_runtime_readme(), encoding="utf-8")
return {
"base_dir": str(base),
"config_path": str(runtime_toml_path),
"manifest_path": str(manifest_path),
"manifest": manifest,
}
def _build_runtime_manifest(
*,
runtime_settings: MvpRuntimeSettings,
copied_weight: str | None,
) -> dict[str, Any]:
return {
"task": "task3",
"required": [
{
"artifact_id": Path(runtime_settings.task3_yoloe_weight_path).name,
"path": copied_weight,
"runtime": "ultralytics",
"required": True,
"validation_status": copied_weight is not None,
}
],
"references": {
"reference_dir": str(runtime_settings.task3_reference_dir),
"eval_reference_dir": str(runtime_settings.task3_eval_reference_dir),
"eval_manifest_path": str(runtime_settings.task3_eval_manifest_path),
},
}
def _render_runtime_toml(runtime_settings: MvpRuntimeSettings, manifest_path: Path, base_dir: Path) -> str:
lines = [
"[task3]",
f'mode = "{runtime_settings.task3_mode}"',
f'reference_dir = "{Path(runtime_settings.task3_reference_dir).as_posix()}"',
f'eval_reference_dir = "{Path(runtime_settings.task3_eval_reference_dir).as_posix()}"',
f'eval_manifest_path = "{Path(runtime_settings.task3_eval_manifest_path).as_posix()}"',
f'yoloe_weight_path = "{Path(runtime_settings.task3_yoloe_weight_path).as_posix()}"',
f'yoloe_device = "{runtime_settings.task3_yoloe_device or "auto"}"',
f"yoloe_allow_cpu = {str(bool(runtime_settings.task3_yoloe_allow_cpu)).lower()}",
f"orb_features = {int(runtime_settings.task3_orb_features)}",
f"match_min_inliers = {int(runtime_settings.task3_match_min_inliers)}",
f"min_score = {float(runtime_settings.task3_min_score)}",
f"yoloe_min_score = {float(runtime_settings.task3_yoloe_min_score)}",
f"yoloe_thermal_min_score = {float(runtime_settings.task3_yoloe_thermal_min_score)}",
"",
"[paths]",
f'log_dir = "{(base_dir / "logs").as_posix()}"',
f'cache_dir = "{(base_dir / "cache").as_posix()}"',
f'manifest_path = "{manifest_path.as_posix()}"',
"",
"[smoke]",
'default_mode = "batch"',
"default_max_frames = 2",
]
return "\n".join(lines) + "\n"
def _render_runtime_readme() -> str:
return (
"# Final Runtime\n\n"
"Bu klasor Task 3 batch/sequential adapter smoke calismalari icin gerekli runtime artefact ve config duzenini toplar.\n"
"Task 1 ve Task 2 artefactlari bu repodan cikarilmistir.\n"
)
def _copy_if_exists(source: str | Path | None, destination: Path) -> str | None:
if source is None:
return None
source_path = Path(source)
if not source_path.exists():
return None
destination.parent.mkdir(parents=True, exist_ok=True)
shutil.copy2(source_path, destination)
return str(destination)
|