| """Tests to check annotation consistency |
| """ |
| from __future__ import print_function |
|
|
| import unittest |
| import csv |
| import os |
| import glob |
| import numpy as np |
|
|
| from medleydb import AUDIO_AVAILABLE |
| from medleydb import ANNOT_PATH |
| from medleydb import MultiTrack |
| from medleydb import TRACK_LIST_V1 |
| from medleydb.annotate import melody as G |
| from medleydb import multitrack |
|
|
|
|
| def array_almost_equal(array1, array2, tolerance=1e-7): |
| diff = np.abs(array1 - array2) |
| num_not_equal = diff > tolerance |
| print("number of unequal elements: %s" % np.sum(num_not_equal)) |
| return np.sum(num_not_equal) == 0 |
|
|
|
|
| class TestFileNames(unittest.TestCase): |
| def setUp(self): |
| self.track_list = TRACK_LIST_V1 |
|
|
| def test_annotation_folders_exist(self): |
| self.assertTrue(os.path.exists(ANNOT_PATH)) |
| self.assertTrue(os.path.exists(multitrack._ACTIVATION_CONF_PATH)) |
| self.assertTrue(os.path.exists(multitrack._MELODY_PATH)) |
| self.assertTrue(os.path.exists(multitrack._INTERVALS_PATH)) |
| self.assertTrue(os.path.exists(multitrack._MELODY1_PATH)) |
| self.assertTrue(os.path.exists(multitrack._MELODY2_PATH)) |
| self.assertTrue(os.path.exists(multitrack._MELODY3_PATH)) |
| self.assertTrue(os.path.exists(multitrack._RANKING_PATH)) |
| self.assertTrue(os.path.exists(multitrack._PITCH_PATH)) |
| self.assertTrue(os.path.exists(multitrack._PITCH_PYIN_PATH)) |
| self.assertTrue(os.path.exists(multitrack._SOURCEID_PATH)) |
|
|
| def test_activation_conf_names(self): |
| for track in self.track_list: |
| mtrack = MultiTrack(track) |
| if not mtrack.has_bleed: |
| self.assertTrue(os.path.exists(mtrack.activation_conf_fpath)) |
|
|
| def test_sourceid_names(self): |
| for track in self.track_list: |
| mtrack = MultiTrack(track) |
| print(mtrack.source_id_fpath) |
| self.assertTrue(os.path.exists(mtrack.source_id_fpath)) |
|
|
|
|
| @unittest.skipIf(not AUDIO_AVAILABLE, "requires audio access") |
| class TestMelodyAnnotations(unittest.TestCase): |
| def setUp(self): |
| self.track_list = TRACK_LIST_V1 |
|
|
| def test_melody_annotations(self): |
| for track in self.track_list: |
| mtrack = MultiTrack(track) |
| if not mtrack.has_melody or mtrack.duration is None: |
| continue |
|
|
| generated_melody1 = G.create_melody1_annotation(mtrack) |
| actual_melody1 = mtrack.melody1_annotation |
| self.assertTrue( |
| array_almost_equal(actual_melody1, generated_melody1) |
| ) |
|
|
| generated_melody2 = G.create_melody2_annotation(mtrack) |
| actual_melody2 = mtrack.melody2_annotation |
| self.assertTrue( |
| array_almost_equal(actual_melody2, generated_melody2) |
| ) |
|
|
| generated_melody3 = G.create_melody3_annotation(mtrack) |
| actual_melody3 = mtrack.melody3_annotation |
| self.assertTrue( |
| array_almost_equal(actual_melody3, generated_melody3) |
| ) |
|
|
|
|
| class TestRankingAnnotations(unittest.TestCase): |
| def setUp(self): |
| self.track_list = TRACK_LIST_V1 |
|
|
| def test_rankings(self): |
| for track in self.track_list: |
| mtrack = MultiTrack(track) |
| rankings = list(mtrack.melody_rankings.values()) |
| |
| self.assertTrue(len(rankings) == len(set(rankings))) |
| |
| self.assertTrue( |
| sorted(rankings) == list(range(1, len(rankings) + 1)) |
| ) |
|
|
|
|
| class TestPitchAnnotations(unittest.TestCase): |
|
|
| def setUp(self): |
| pitch_path = multitrack._PITCH_PATH |
| self.pitch_files = glob.glob(os.path.join(pitch_path, '*.*')) |
|
|
| def test_extension(self): |
| for fpath in self.pitch_files: |
| ext = os.path.basename(fpath).split('.')[-1] |
| self.assertEqual(ext, 'csv') |
|
|
| def test_delimiter(self): |
| for fpath in self.pitch_files: |
| with open(fpath, 'r') as fhandle: |
| reader = csv.reader(fhandle, delimiter=',') |
| for line in reader: |
| self.assertTrue(len(line) > 1) |
| break |
|
|
