Files
ai-training/tests/performance/test_dataset_perf.py
T
Oleksandr Bezdieniezhnykh 243b69656b Update test results directory structure and enhance Docker configurations
- Modified `.gitignore` to reflect the new path for test results.
- Updated `docker-compose.test.yml` to mount the correct test results directory.
- Adjusted `Dockerfile.test` to set the `PYTHONPATH` and ensure test results are saved in the updated location.
- Added `boto3` and `netron` to `requirements-test.txt` to support new functionalities.
- Updated `pytest.ini` to include the new `pythonpath` for test discovery.

These changes streamline the testing process and ensure compatibility with the updated directory structure.
2026-03-28 00:13:08 +02:00

65 lines
1.5 KiB
Python

import shutil
import time
from os import path as osp
from pathlib import Path
import pytest
import constants as c_mod
def _prepare_form_dataset(
monkeypatch,
tmp_path,
constants_patch,
fixture_images_dir,
fixture_labels_dir,
count,
corrupt_stems,
):
constants_patch(tmp_path)
import train
proc_img = Path(c_mod.config.processed_images_dir)
proc_lbl = Path(c_mod.config.processed_labels_dir)
proc_img.mkdir(parents=True, exist_ok=True)
proc_lbl.mkdir(parents=True, exist_ok=True)
imgs = sorted(fixture_images_dir.glob("*.jpg"))[:count]
for p in imgs:
stem = p.stem
shutil.copy2(fixture_images_dir / f"{stem}.jpg", proc_img / f"{stem}.jpg")
dst = proc_lbl / f"{stem}.txt"
shutil.copy2(fixture_labels_dir / f"{stem}.txt", dst)
if stem in corrupt_stems:
dst.write_text("0 1.5 0.5 0.1 0.1\n", encoding="utf-8")
today_ds = osp.join(c_mod.config.datasets_dir, train.today_folder)
return train, today_ds
@pytest.mark.performance
def test_pt_dsf_01_dataset_formation_under_thirty_seconds(
monkeypatch,
tmp_path,
constants_patch,
fixture_images_dir,
fixture_labels_dir,
):
# Arrange
train, today_ds = _prepare_form_dataset(
monkeypatch,
tmp_path,
constants_patch,
fixture_images_dir,
fixture_labels_dir,
100,
set(),
)
# Act
t0 = time.perf_counter()
train.form_dataset()
elapsed = time.perf_counter() - t0
# Assert
assert elapsed <= 30.0