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Running
on
L40S
| # Copyright (c) OpenMMLab. All rights reserved. | |
| import os | |
| import os.path as osp | |
| import shutil | |
| import tempfile | |
| from collections import OrderedDict | |
| import pytest | |
| import mmcv | |
| class TestCache: | |
| def test_init(self): | |
| with pytest.raises(ValueError): | |
| mmcv.Cache(0) | |
| cache = mmcv.Cache(100) | |
| assert cache.capacity == 100 | |
| assert cache.size == 0 | |
| def test_put(self): | |
| cache = mmcv.Cache(3) | |
| for i in range(1, 4): | |
| cache.put(f'k{i}', i) | |
| assert cache.size == i | |
| assert cache._cache == OrderedDict([('k1', 1), ('k2', 2), ('k3', 3)]) | |
| cache.put('k4', 4) | |
| assert cache.size == 3 | |
| assert cache._cache == OrderedDict([('k2', 2), ('k3', 3), ('k4', 4)]) | |
| cache.put('k2', 2) | |
| assert cache._cache == OrderedDict([('k2', 2), ('k3', 3), ('k4', 4)]) | |
| def test_get(self): | |
| cache = mmcv.Cache(3) | |
| assert cache.get('key_none') is None | |
| assert cache.get('key_none', 0) == 0 | |
| cache.put('k1', 1) | |
| assert cache.get('k1') == 1 | |
| class TestVideoReader: | |
| def setup_class(cls): | |
| cls.video_path = osp.join(osp.dirname(__file__), '../data/test.mp4') | |
| cls.num_frames = 168 | |
| cls.video_url = 'https://download.openmmlab.com/mmcv/test_data/sample-mp4-file.mp4' # noqa: E501 | |
| def test_load(self): | |
| # read from video file | |
| v = mmcv.VideoReader(self.video_path) | |
| assert v.width == 294 | |
| assert v.height == 240 | |
| assert v.fps == 25 | |
| assert v.frame_cnt == self.num_frames | |
| assert len(v) == self.num_frames | |
| assert v.opened | |
| import cv2 | |
| assert isinstance(v.vcap, type(cv2.VideoCapture())) | |
| # read from video url | |
| v = mmcv.VideoReader(self.video_url) | |
| assert v.width == 320 | |
| assert v.height == 240 | |
| assert v.fps == 15 | |
| assert v.frame_cnt == 1889 | |
| assert len(v) == 1889 | |
| assert v.opened | |
| assert isinstance(v.vcap, type(cv2.VideoCapture())) | |
| def test_read(self): | |
| v = mmcv.VideoReader(self.video_path) | |
| img = v.read() | |
| assert int(round(img.mean())) == 94 | |
| img = v.get_frame(63) | |
| assert int(round(img.mean())) == 94 | |
| img = v[64] | |
| assert int(round(img.mean())) == 205 | |
| img = v[-104] | |
| assert int(round(img.mean())) == 205 | |
| img = v[63] | |
| assert int(round(img.mean())) == 94 | |
| img = v[-105] | |
| assert int(round(img.mean())) == 94 | |
| img = v.read() | |
| assert int(round(img.mean())) == 205 | |
| with pytest.raises(IndexError): | |
| v.get_frame(self.num_frames + 1) | |
| with pytest.raises(IndexError): | |
| v[-self.num_frames - 1] | |
| def test_slice(self): | |
| v = mmcv.VideoReader(self.video_path) | |
| imgs = v[-105:-103] | |
| assert int(round(imgs[0].mean())) == 94 | |
| assert int(round(imgs[1].mean())) == 205 | |
| assert len(imgs) == 2 | |
| imgs = v[63:65] | |
| assert int(round(imgs[0].mean())) == 94 | |
| assert int(round(imgs[1].mean())) == 205 | |
| assert len(imgs) == 2 | |
| imgs = v[64:62:-1] | |
| assert int(round(imgs[0].mean())) == 205 | |
| assert int(round(imgs[1].mean())) == 94 | |
| assert len(imgs) == 2 | |
| imgs = v[:5] | |
| assert len(imgs) == 5 | |
| for img in imgs: | |
| assert int(round(img.mean())) == 94 | |
| imgs = v[165:] | |
| assert len(imgs) == 3 | |
| for img in imgs: | |
| assert int(round(img.mean())) == 0 | |
| imgs = v[-3:] | |
| assert len(imgs) == 3 | |
| for img in imgs: | |
| assert int(round(img.mean())) == 0 | |
| def test_current_frame(self): | |
| v = mmcv.VideoReader(self.video_path) | |
| assert v.current_frame() is None | |
| v.read() | |
| img = v.current_frame() | |
| assert int(round(img.mean())) == 94 | |
| def test_position(self): | |
| v = mmcv.VideoReader(self.video_path) | |
| assert v.position == 0 | |
| for _ in range(10): | |
| v.read() | |
| assert v.position == 10 | |
| v.get_frame(99) | |
| assert v.position == 100 | |
| def test_iterator(self): | |
| cnt = 0 | |
| for img in mmcv.VideoReader(self.video_path): | |
| cnt += 1 | |
| assert img.shape == (240, 294, 3) | |
| assert cnt == self.num_frames | |
| def test_with(self): | |
| with mmcv.VideoReader(self.video_path) as v: | |
| assert v.opened | |
| assert not v.opened | |
| def test_cvt2frames(self): | |
| v = mmcv.VideoReader(self.video_path) | |
| frame_dir = tempfile.mkdtemp() | |
| v.cvt2frames(frame_dir) | |
| assert osp.isdir(frame_dir) | |
| for i in range(self.num_frames): | |
| filename = f'{frame_dir}/{i:06d}.jpg' | |
| assert osp.isfile(filename) | |
| os.remove(filename) | |
| v = mmcv.VideoReader(self.video_path) | |
| v.cvt2frames(frame_dir, show_progress=False) | |
| assert osp.isdir(frame_dir) | |
| for i in range(self.num_frames): | |
| filename = f'{frame_dir}/{i:06d}.jpg' | |
| assert osp.isfile(filename) | |
| os.remove(filename) | |
| v = mmcv.VideoReader(self.video_path) | |
| v.cvt2frames( | |
| frame_dir, | |
| file_start=100, | |
| filename_tmpl='{:03d}.JPEG', | |
| start=100, | |
| max_num=20) | |
| assert osp.isdir(frame_dir) | |
| for i in range(100, 120): | |
| filename = f'{frame_dir}/{i:03d}.JPEG' | |
| assert osp.isfile(filename) | |
| os.remove(filename) | |
| shutil.rmtree(frame_dir) | |
| def test_frames2video(self): | |
| v = mmcv.VideoReader(self.video_path) | |
| frame_dir = tempfile.mkdtemp() | |
| v.cvt2frames(frame_dir) | |
| assert osp.isdir(frame_dir) | |
| for i in range(self.num_frames): | |
| filename = f'{frame_dir}/{i:06d}.jpg' | |
| assert osp.isfile(filename) | |
| out_filename = osp.join(tempfile.gettempdir(), 'mmcv_test.avi') | |
| mmcv.frames2video(frame_dir, out_filename) | |
| v = mmcv.VideoReader(out_filename) | |
| assert v.fps == 30 | |
| assert len(v) == self.num_frames | |
| mmcv.frames2video( | |
| frame_dir, | |
| out_filename, | |
| fps=25, | |
| start=10, | |
| end=50, | |
| show_progress=False) | |
| with mmcv.VideoReader(out_filename) as v: | |
| assert v.fps == 25 | |
| assert len(v) == 40 | |
| for i in range(self.num_frames): | |
| filename = f'{frame_dir}/{i:06d}.jpg' | |
| os.remove(filename) | |
| shutil.rmtree(frame_dir) | |