facefusion/tests/test_utilities.py
Henry Ruhs 82eaf76da8
Develop (#73)
* Cosmetic changes

* Cosmetic changes

* Run single warm up for the benchmark suite

* Use latest version of Gradio

* More testing

* Introduce basic installer

* Fix typo

* Move more to installer file

* Fix the installer with the uninstall all trick

* Adjust wording

* Fix coreml in installer

* Allow Pyhton 3.9

* Add VENV to installer

* Just some cosmetics

* Just some cosmetics

* Dedicated headless mode, Refine API of UI layouts

* Use --headless for pytest

* Fix testing for Windows

* Normalize output path that lacks extension

* Fix CI for Windows

* Fix CI for Windows

* UI to change output path

* Add conda support for the installer

* Improve installer quite a bit

* Drop conda support

* Install community wheels for coreml silicon

* Improve output video component

* Fix silicon wheel downloading

* Remove venv from installer as we cannot activate via subprocess

* Use join to create wheel name

* Refine the output path normalization

* Refine the output path normalization

* Introduce ProcessMode and rename some methods

* Introduce ProcessMode and rename some methods

* Basic webcam integration and open_ffmpeg()

* Basic webcam integration part2

* Benchmark resolutions now selectable

* Rename benchmark resolution back to benchmark runs

* Fix repeating output path in UI

* Keep output_path untouched if not resolvable

* Add more cases to normalize output path

* None for those tests that don't take source path into account

* Finish basic webcam integration, UI layout now with custom run()

* Fix CI and hide link in webcam UI

* Cosmetics on webcam UI

* Move get_device to utilities

* Fix CI

* Introduce output-image-quality, Show and hide UI according to target media type

* Benchmark with partial result updates

* fix: trim frame sliders not appearing after draggin video

* fix: output and temp frame setting inputs not appearing

* Fix: set increased update delay to 250ms to let Gradio update conditional inputs properly

* Reverted .gitignore

* Adjust timings

* Remove timeout hacks and get fully event driven

* Update dependencies

* Update dependencies

* Revert NSFW library, Conditional unset trim args

* Face selector works better on preview slider release

* Add limit resources to UI

* Introduce vision.py for all CV2 operations, Rename some methods

* Add restoring audio failed

* Decouple updates for preview image and preview frame slider, Move reduce_preview_frame to vision

* Refactor detect_fps based on JSON output

* Only webcam when open

* More conditions to vision.py

* Add udp and v4l2 streaming to webcam UI

* Detect v4l2 device to be used

* Refactor code a bit

* Use static max memory for UI

* Fix CI

* Looks stable to me

* Update preview

* Update preview

---------

Co-authored-by: Sumit <vizsumit@gmail.com>
2023-09-06 00:25:18 +02:00

155 lines
5.9 KiB
Python

import glob
import platform
import subprocess
import pytest
import facefusion.globals
from facefusion.utilities import conditional_download, detect_fps, extract_frames, create_temp, get_temp_directory_path, clear_temp, normalize_output_path, is_file, is_directory, is_image, is_video, encode_execution_providers, decode_execution_providers
@pytest.fixture(scope = 'module', autouse = True)
def before_all() -> None:
facefusion.globals.temp_frame_quality = 100
facefusion.globals.trim_frame_start = None
facefusion.globals.trim_frame_end = None
facefusion.globals.temp_frame_format = 'png'
conditional_download('.assets/examples',
[
'https://github.com/facefusion/facefusion-assets/releases/download/examples/source.jpg',
'https://github.com/facefusion/facefusion-assets/releases/download/examples/target-240p.mp4'
])
subprocess.run([ 'ffmpeg', '-i', '.assets/examples/target-240p.mp4', '-vf', 'fps=25', '.assets/examples/target-240p-25fps.mp4' ])
subprocess.run([ 'ffmpeg', '-i', '.assets/examples/target-240p.mp4', '-vf', 'fps=30', '.assets/examples/target-240p-30fps.mp4' ])
subprocess.run([ 'ffmpeg', '-i', '.assets/examples/target-240p.mp4', '-vf', 'fps=60', '.assets/examples/target-240p-60fps.mp4' ])
@pytest.fixture(scope = 'function', autouse = True)
def before_each() -> None:
facefusion.globals.trim_frame_start = None
facefusion.globals.trim_frame_end = None
facefusion.globals.temp_frame_quality = 90
facefusion.globals.temp_frame_format = 'jpg'
def test_detect_fps() -> None:
assert detect_fps('.assets/examples/target-240p-25fps.mp4') == 25.0
assert detect_fps('.assets/examples/target-240p-30fps.mp4') == 30.0
assert detect_fps('.assets/examples/target-240p-60fps.mp4') == 60.0
def test_extract_frames() -> None:
target_paths =\
[
'.assets/examples/target-240p-25fps.mp4',
'.assets/examples/target-240p-30fps.mp4',
'.assets/examples/target-240p-60fps.mp4'
]
for target_path in target_paths:
temp_directory_path = get_temp_directory_path(target_path)
create_temp(target_path)
assert extract_frames(target_path, 30.0) is True
assert len(glob.glob1(temp_directory_path, '*.jpg')) == 324
clear_temp(target_path)
def test_extract_frames_with_trim_start() -> None:
facefusion.globals.trim_frame_start = 224
data_provider =\
[
('.assets/examples/target-240p-25fps.mp4', 55),
('.assets/examples/target-240p-30fps.mp4', 100),
('.assets/examples/target-240p-60fps.mp4', 212)
]
for target_path, frame_total in data_provider:
temp_directory_path = get_temp_directory_path(target_path)
create_temp(target_path)
assert extract_frames(target_path, 30.0) is True
assert len(glob.glob1(temp_directory_path, '*.jpg')) == frame_total
clear_temp(target_path)
def test_extract_frames_with_trim_start_and_trim_end() -> None:
facefusion.globals.trim_frame_start = 124
facefusion.globals.trim_frame_end = 224
data_provider =\
[
('.assets/examples/target-240p-25fps.mp4', 120),
('.assets/examples/target-240p-30fps.mp4', 100),
('.assets/examples/target-240p-60fps.mp4', 50)
]
for target_path, frame_total in data_provider:
temp_directory_path = get_temp_directory_path(target_path)
create_temp(target_path)
assert extract_frames(target_path, 30.0) is True
assert len(glob.glob1(temp_directory_path, '*.jpg')) == frame_total
clear_temp(target_path)
def test_extract_frames_with_trim_end() -> None:
facefusion.globals.trim_frame_end = 100
data_provider =\
[
('.assets/examples/target-240p-25fps.mp4', 120),
('.assets/examples/target-240p-30fps.mp4', 100),
('.assets/examples/target-240p-60fps.mp4', 50)
]
for target_path, frame_total in data_provider:
temp_directory_path = get_temp_directory_path(target_path)
create_temp(target_path)
assert extract_frames(target_path, 30.0) is True
assert len(glob.glob1(temp_directory_path, '*.jpg')) == frame_total
clear_temp(target_path)
def test_normalize_output_path() -> None:
if platform.system().lower() != 'windows':
assert normalize_output_path('.assets/examples/source.jpg', None, '.assets/examples/target-240p.mp4') == '.assets/examples/target-240p.mp4'
assert normalize_output_path(None, '.assets/examples/target-240p.mp4', '.assets/examples/target-240p.mp4') == '.assets/examples/target-240p.mp4'
assert normalize_output_path('.assets/examples/source.jpg', '.assets/examples/target-240p.mp4', '.assets/examples') == '.assets/examples/source-target-240p.mp4'
assert normalize_output_path(None, '.assets/examples/target-240p.mp4', '.assets/examples/output.mp4') == '.assets/examples/output.mp4'
assert normalize_output_path(None, '.assets/examples/target-240p.mp4', '.assets/output.mov') == '.assets/output.mp4'
assert normalize_output_path(None, '.assets/examples/target-240p.mp4', '.assets/examples/invalid') is None
assert normalize_output_path(None, '.assets/examples/target-240p.mp4', '.assets/invalid/output.mp4') is None
assert normalize_output_path(None, '.assets/examples/target-240p.mp4', 'invalid') is None
assert normalize_output_path('.assets/examples/source.jpg', '.assets/examples/target-240p.mp4', None) is None
def test_is_file() -> None:
assert is_file('.assets/examples/source.jpg') is True
assert is_file('.assets/examples') is False
assert is_file('invalid') is False
def test_is_directory() -> None:
assert is_directory('.assets/examples') is True
assert is_directory('.assets/examples/source.jpg') is False
assert is_directory('invalid') is False
def test_is_image() -> None:
assert is_image('.assets/examples/source.jpg') is True
assert is_image('.assets/examples/target-240p.mp4') is False
assert is_image('invalid') is False
def test_is_video() -> None:
assert is_video('.assets/examples/target-240p.mp4') is True
assert is_video('.assets/examples/source.jpg') is False
assert is_video('invalid') is False
def test_encode_execution_providers() -> None:
assert encode_execution_providers([ 'CPUExecutionProvider' ]) == [ 'cpu' ]
def test_decode_execution_providers() -> None:
assert decode_execution_providers([ 'cpu' ]) == [ 'CPUExecutionProvider' ]