Video-ORA-9B / code /tests /test_evaluation_runtime.py
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Add OraRL training and evaluation code
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from __future__ import annotations
import subprocess
import sys
from pathlib import Path
import pytest
RELEASE_ROOT = Path(__file__).resolve().parents[1]
sys.path.insert(0, str(RELEASE_ROOT))
from orarl.cli import evaluate # noqa: E402
EVAL_TASK_ROOT = RELEASE_ROOT / "eval" / "task"
# One entry point per paper task family, so a release cannot drop a family.
FAMILY_ENTRY_POINTS = {
"video_qa": "eval_vllm.py",
"spatial_intelligence": "revsi/eval_revsi_vllm.py",
"temporal_grounding": "temporal_grounding/eval_timelens_hf.py",
"spatial_grounding": "spatial_grounding/eval_refcoco_vllm.py",
"tracking": "tracking/eval_tracking_vllm.py",
"spatial_temporal_grounding": "spatial_temporal_grounding/eval_stvg_vllm.py",
"segmentation": "segmentation/eval_seg_vllm.py",
}
def test_every_task_family_ships_an_entry_point() -> None:
missing = sorted(
family
for family, relative in FAMILY_ENTRY_POINTS.items()
if not (EVAL_TASK_ROOT / relative).is_file()
)
assert missing == []
assert (EVAL_TASK_ROOT / "eval.sh").is_file()
assert (EVAL_TASK_ROOT / "mmsi" / "eval_mmsi_transformers.py").is_file()
assert (EVAL_TASK_ROOT / "mindcube" / "data_utils.py").is_file()
def test_evaluator_is_discovered_without_external_runtime(
monkeypatch: pytest.MonkeyPatch,
tmp_path: Path,
) -> None:
monkeypatch.delenv("ORARL_EVALUATOR", raising=False)
monkeypatch.delenv("ORARL_RUNTIME_ROOT", raising=False)
monkeypatch.setattr(evaluate, "find_spec", lambda _: None)
monkeypatch.chdir(tmp_path)
assert evaluate._discover_evaluator(None) == (EVAL_TASK_ROOT / "eval.sh").resolve()
@pytest.mark.parametrize(
"relative",
sorted(path.relative_to(EVAL_TASK_ROOT).as_posix() for path in EVAL_TASK_ROOT.rglob("*.sh")),
)
def test_shipped_shell_evaluators_parse(relative: str) -> None:
result = subprocess.run(
["bash", "-n", str(EVAL_TASK_ROOT / relative)],
capture_output=True,
text=True,
check=False,
)
assert result.returncode == 0, result.stderr
def test_segmentation_loads_the_shipped_decord_patch() -> None:
patch = EVAL_TASK_ROOT / "qwenvl_decord_patch.py"
evaluator = (EVAL_TASK_ROOT / "segmentation" / "eval_seg_vllm.py").read_text(encoding="utf-8")
assert patch.is_file()
assert "import qwenvl_decord_patch" in evaluator
assert "Path(__file__).resolve().parents[1]," in evaluator