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test_data_epic_kitchen_utils.py
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# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved.
import os
import tempfile
import unittest
import unittest.mock
from pathlib import Path
from pytorchvideo.data.dataset_manifest_utils import EncodedVideoInfo, VideoFrameInfo
from pytorchvideo.data.epic_kitchen.utils import (
build_encoded_manifest_from_nested_directory,
build_frame_manifest_from_flat_directory,
build_frame_manifest_from_nested_directory,
)
def write_mock_frame_files(video_frames, tempdir, ext):
tempdir = Path(tempdir)
for _, video_frame_info in video_frames.items():
if not os.path.isdir(video_frame_info.location):
os.mkdir(video_frame_info.location)
for frame_num in reversed(
range(
video_frame_info.min_frame_number, video_frame_info.max_frame_number + 1
)
): # Here we reverse the order of the frames we write to test that code
# doesn't rely on ls returning frames in order due to
# frames being written in order temporally.
frame_num_str = str(frame_num)
stem = video_frame_info.frame_file_stem
frame_num_zeros = "0" * (
video_frame_info.frame_string_length - len(frame_num_str) - len(stem)
)
frame_file_name = f"{stem}{frame_num_zeros}{frame_num_str}.{ext}"
with open(f"{video_frame_info.location}/{frame_file_name}", "w") as f:
f.write("0")
def get_flat_video_frames(directory, file_extension):
return {
"P02_001": VideoFrameInfo(
video_id="P02_001",
location=f"{directory}/P02_001",
frame_file_stem="frame_",
frame_string_length=16,
min_frame_number=1,
max_frame_number=3000,
file_extension=file_extension,
),
"P02_002": VideoFrameInfo(
video_id="P02_002",
location=f"{directory}/P02_002",
frame_file_stem="frame_",
frame_string_length=16,
min_frame_number=2,
max_frame_number=3001,
file_extension=file_extension,
),
"P02_005": VideoFrameInfo(
video_id="P02_005",
location=f"{directory}/P02_005",
frame_file_stem="frame_",
frame_string_length=16,
min_frame_number=1,
max_frame_number=30003,
file_extension=file_extension,
),
"P07_002": VideoFrameInfo(
video_id="P07_002",
location=f"{directory}/P07_002",
frame_file_stem="frame_",
frame_string_length=16,
min_frame_number=2,
max_frame_number=1530,
file_extension=file_extension,
),
}
def get_nested_video_frames(directory, file_extension):
return {
"P02_001": VideoFrameInfo(
video_id="P02_001",
location=f"{directory}/P02",
frame_file_stem="P02_001_",
frame_string_length=16,
min_frame_number=1,
max_frame_number=3000,
file_extension=file_extension,
),
"P02_002": VideoFrameInfo(
video_id="P02_002",
location=f"{directory}/P02",
frame_file_stem="P02_002_",
frame_string_length=16,
min_frame_number=2,
max_frame_number=3001,
file_extension=file_extension,
),
"P02_005": VideoFrameInfo(
video_id="P02_005",
location=f"{directory}/P02",
frame_file_stem="P02_005_",
frame_string_length=16,
min_frame_number=1,
max_frame_number=30003,
file_extension=file_extension,
),
"P07_002": VideoFrameInfo(
video_id="P07_002",
location=f"{directory}/P07",
frame_file_stem="P07_002_",
frame_string_length=16,
min_frame_number=2,
max_frame_number=1530,
file_extension=file_extension,
),
}
class TestEpicKitchenUtils(unittest.TestCase):
def test_build_frame_manifest_from_flat_directory_sync(self):
self.test_build_frame_manifest_from_flat_directory(multithreading=False)
def test_build_frame_manifest_from_flat_directory(self, multithreading=True):
with tempfile.TemporaryDirectory(prefix="TestEpicKitchenUtils") as tempdir:
video_frames_expected = get_flat_video_frames(tempdir, "jpg")
write_mock_frame_files(video_frames_expected, tempdir, "jpg")
video_frames = build_frame_manifest_from_flat_directory(
tempdir, multithreading
)
self.assertEqual(len(video_frames_expected), len(video_frames))
for video_id in video_frames_expected:
self.assertEqual(
video_frames[video_id], video_frames_expected[video_id]
)
def test_build_frame_manifest_from_nested_directory_sync(self):
self.test_build_frame_manifest_from_nested_directory(multithreading=False)
def test_build_frame_manifest_from_nested_directory(self, multithreading=True):
with tempfile.TemporaryDirectory(prefix="TestEpicKitchenUtils") as tempdir:
video_frames_expected = get_nested_video_frames(tempdir, "png")
write_mock_frame_files(video_frames_expected, tempdir, "png")
video_frames = build_frame_manifest_from_nested_directory(
tempdir, multithreading
)
self.assertEqual(len(video_frames_expected), len(video_frames))
for video_id in video_frames_expected:
self.assertEqual(
video_frames[video_id], video_frames_expected[video_id]
)
def test_build_encoded_manifest_from_nested_directory(self):
file_names = ["P01_01.mp4", "P01_07.mp4", "P23_11.mp4", "P11_00.mp4"]
with tempfile.TemporaryDirectory(prefix="TestEpicKitchenUtils") as tempdir:
for file_name in file_names:
participant_path = Path(tempdir) / file_name[:3]
if not os.path.isdir(participant_path):
os.mkdir(participant_path)
with open(participant_path / file_name, "w") as f:
f.write("0")
encoded_video_dict = build_encoded_manifest_from_nested_directory(tempdir)
self.assertEqual(
sorted(encoded_video_dict), ["P01_01", "P01_07", "P11_00", "P23_11"]
)
self.assertEqual(
encoded_video_dict["P01_01"],
EncodedVideoInfo("P01_01", str(Path(tempdir) / "P01/P01_01.mp4")),
)
self.assertEqual(
encoded_video_dict["P01_07"],
EncodedVideoInfo("P01_07", str(Path(tempdir) / "P01/P01_07.mp4")),
)
self.assertEqual(
encoded_video_dict["P11_00"],
EncodedVideoInfo("P11_00", str(Path(tempdir) / "P11/P11_00.mp4")),
)
self.assertEqual(
encoded_video_dict["P23_11"],
EncodedVideoInfo("P23_11", str(Path(tempdir) / "P23/P23_11.mp4")),
)