import re import sys import types import pytest from dto.annotationClass import AnnotationClass def _stub_train_imports(): if getattr(_stub_train_imports, "_done", False): return for _name in ("ultralytics", "boto3", "netron", "requests"): if _name not in sys.modules: sys.modules[_name] = types.ModuleType(_name) sys.modules["ultralytics"].YOLO = type("YOLO", (), {}) sys.modules["boto3"].client = lambda *a, **k: None _stub_train_imports._done = True def _name_lines_under_names(text): lines = text.splitlines() out = [] in_block = False for line in lines: s = line.strip() if s == "names:": in_block = True continue if s.startswith("nc:"): break if in_block and s.startswith("-"): out.append(s) return out _PLACEHOLDER_RE = re.compile(r"^-\s+Class-\d+\s*$") @pytest.fixture def data_yaml_text(monkeypatch, tmp_path, fixture_classes_json): _stub_train_imports() import train monkeypatch.setattr(train, "today_dataset", str(tmp_path)) train.create_yaml() return (tmp_path / "data.yaml").read_text(encoding="utf-8") def test_bt_cls_01_base_classes(fixture_classes_json): d = AnnotationClass.read_json() norm = {k: d[k] for k in range(17)} assert len(norm) == 17 assert len({v.id for v in norm.values()}) == 17 def test_bt_cls_02_weather_expansion(fixture_classes_json): d = AnnotationClass.read_json() assert d[0].name == "ArmorVehicle" assert d[20].name == "ArmorVehicle(Wint)" assert d[40].name == "ArmorVehicle(Night)" @pytest.mark.resource_limit def test_bt_cls_03_yaml_generation(data_yaml_text): text = data_yaml_text assert "nc: 80" in text names = _name_lines_under_names(text) placeholders = [ln for ln in names if _PLACEHOLDER_RE.match(ln)] named = [ln for ln in names if not _PLACEHOLDER_RE.match(ln)] assert len(names) == 80 assert len(placeholders) == 29 assert len(named) == 51 @pytest.mark.resource_limit def test_rl_cls_01_total_class_count(data_yaml_text): names = _name_lines_under_names(data_yaml_text) assert len(names) == 80