Tests

To test, all you need to do is run:

git clone git@github.com:jim-schwoebel/allie.git
cd allie/tests
python3 test.py

This would run all necessary tests and make sures everything is running properly.

Specific tests

Here is the list of automated tests that are included in the unit_test.py script:

class test_dependencies(unittest.TestCase):

• tests for modules and brew installations (FFmpeg and SoX)

class test_cleaning(unittest.TestCase):

• ability to clean files via cleaning scripts (mostly de-duplication, will expand in future)

class test_augmentation(unittest.TestCase):

• ability to augment files via augmentation scripts (in ./datasets/) directory

class test_features(unittest.TestCase):

• ability to featurize files via default_featurizers

class test_transcription(unittest.TestCase):

• ability to transcribe files

class test_training(unittest.TestCase):

• ability to train machine learning models (classification and regression) with all settings

class test_preprocessing(unittest.TestCase):

• ability to create transformations with the transform.py script (for model training)

class test_loading(unittest.TestCase):

• ability to load model files and make predictions via model directory (via test files / load_dir / models trained)

class test_visualization(unittest.TestCase):

• ability to visualize classification problems through the visualize.py script

No testing suite is 100% perfect, but all tests were designed to be independent from each other. If you think additional things need to be added in, please write us some suggestions in the GitHub issues forum.

Seed test files

You can seed files with the seed_files.py script. The an example is below:

python3 seed_files.py audio /Users/jimschwoebel/allie/train_dir/one

Where the 'audio' is the type of file you want to automatically generate and the /Users/jimschwoebel/allie/train_dir/one is the directory you'd like to put the files. By default, this script generates 20 files at a time and does things like record ambient sound for audio. You can automatically generate csv, audio, text, image, and video files this way. :-)