def test_min_vector_tones_match(self):
chord_info = ChordInfo("CM7")
print chord_info.chord_info
assert( chord_info.chord_info['note_base_offsets'] == (0, 4, 7, 11))
assert( chord_info.chord_info['note_ints_raw'] == (0, 4, 7, 11))
assert( chord_info.chord_info['note_ints'] == (0, 4, 7, 11))
tone_vector = [0.9] * 12
tone_vector[1] = 0.6 # good
tone_vector[5] = 0.5 # good
tone_vector[8] = 0.4 # good
tone_vector[10] = 0.3 # good
(score0, raw_score0) = chord_info.match_tone_vector_min_vector_tones_OLD(
tone_vector, count=4)
print "score0: %s raw_score0: %s" % (score0, raw_score0)
self.assertEqual(raw_score0, 1.875)
# 1.875 is potential raw score if all 4 tones are not in chord
self.assertEqual(score0, 1)
tone_vector = [0.9] * 12
tone_vector[0] = 0.6 # bad
tone_vector[4] = 0.5 # bad
tone_vector[8] = 0.4 # good
tone_vector[10] = 0.3 # good
(score0, raw_score0) = chord_info.match_tone_vector_min_vector_tones_OLD(
tone_vector, count=4)
print "score0: %s raw_score0: %s" % (score0, raw_score0)
self.assertEqual(raw_score0, 1.5)
# 1.875 is potential raw score if all 4 tones are not in chord
self.assertEqual(score0, 1.5 / 1.875)
def test_match_tone_vector_delta_average(self):
"""Compare each vector value with the average, score accordingly
- Raw scores, per value:
- If below average, and chord tone, 1
- If above average, and non-chord tone, 1
- else 0
- Sum and divide by 12 for total score.
"""
chord_info = ChordInfo("CM7")
print chord_info.chord_info
assert( chord_info.chord_info['note_base_offsets'] == (0, 4, 7, 11))
assert( chord_info.chord_info['note_ints_raw'] == (0, 4, 7, 11))
assert( chord_info.chord_info['note_ints'] == (0, 4, 7, 11))
# Average is 0.5
tone_vector = [0.5] * 12
tone_vector[0] = 0.6 # good
tone_vector[4] = 0.8 # good
tone_vector[7] = 0.9 # good
tone_vector[11] = 0.55 # good
tone_vector[1] = 0.4
tone_vector[5] = 0.2
tone_vector[8] = 0.15
tone_vector[10] = 0.45
(score0, raw_score0) = chord_info.match_tone_vector_delta_average(
tone_vector)
print "score0: %s raw_score0: %s" % (score0, raw_score0)
self.assertEqual(raw_score0, 12)
# 1.875 is potential raw score if all 4 tones are not in chord
self.assertEqual(score0, 1)
def test_max_vector_tones_match(self):
"""For 4 chord tones
- match returns (score, raw_score)
- raw_score is any combination of 1, 0.5, 0.25, 0.125
"""
chord_info = ChordInfo("CM7")
print chord_info.chord_info
assert( chord_info.chord_info['note_base_offsets'] == (0, 4, 7, 11))
assert( chord_info.chord_info['note_ints_raw'] == (0, 4, 7, 11))
assert( chord_info.chord_info['note_ints'] == (0, 4, 7, 11))
score0, _ = chord_info.match_tone_vector_max_vector_tones_OLD(
[1, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 1], count=4)
print "score0: %s" % score0
self.assertEqual(score0, 1)
score1, _ = chord_info.match_tone_vector_max_vector_tones_OLD(
[0, 1, 0, 0, 1, 0, 0, 1, 0, 0, 0, 1], count=4)
score2, _ = chord_info.match_tone_vector_max_vector_tones_OLD(
[0, 0, 0, 1, 0, 0, 1, 1, 0, 0, 0, 1], count=4)
score3, _ = chord_info.match_tone_vector_max_vector_tones_OLD(
[0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 1, 0], count=4)
self.assertGreater(score0, score1)
self.assertGreater(score1, score2)
self.assertGreater(score2, score3)
def test_min_max_vector_tones_min_good_ZZZ(self):
# indexes are min indexes
# it's good if they match chord anti-tones.
# - returns (score, raw_score)
# - score is normalized to 0-1.
# - raw_score is any combination of 1, 0.5, 0.25, 0.125
chord_info = ChordInfo("CM7")
print chord_info.chord_info
assert( chord_info.chord_info['anti_note_offsets'] == (1, 3, 10))
assert( chord_info.chord_info['anti_note_ints_raw'] == (1, 3, 10))
assert( chord_info.chord_info['anti_note_ints'] == (1, 3, 10))
tone_vector = [0.9] * 12
tone_vector[1] = 0.5 # good
tone_vector[3] = 0.4 # good
tone_vector[10] = 0.3 # good
score, raw_score = chord_info.match_tone_vector_min_max_vector_tones_2(
tone_vector = tone_vector,
indexes = chord_info.chord_info['anti_note_ints'],
min_max = 'min',
in_is_good = True,
count=len(chord_info.chord_info['anti_note_ints']))
print "score: %s raw_score: %s" % (score, raw_score)
self.assertEqual(raw_score, 1.75)
# 1.75 is potential raw score if all 3 tones are in the anti-tones
self.assertEqual(score, 1)
tone_vector = [0.9] * 12
tone_vector[0] = 0.2 # bad
tone_vector[3] = 0.3 # good
tone_vector[9] = 0.6 # bad
# (score0, raw_score0) = chord_info.match_tone_vector_min_vector_tones(
# tone_vector, count=4)
score, raw_score = chord_info.match_tone_vector_min_max_vector_tones_2(
tone_vector = tone_vector,
indexes = chord_info.chord_info['anti_note_ints'],
min_max = 'min',
in_is_good = True,
count=len(chord_info.chord_info['anti_note_ints']))
print "score: %s raw_score: %s" % (score, raw_score)
self.assertEqual(raw_score, 0.5)
# 1.875 is potential raw score if all 4 tones are not in chord
self.assertEqual(score, 0.5 / 1.75)
def test_min_max_vector_tones_min_bad(self):
# indexes are min indexes
# it's bad if they match chord tones.
# - returns (score, raw_score)
# - score is normalized to 0-1.
# - raw_score is any combination of 1, 0.5, 0.25, 0.125
chord_info = ChordInfo("CM7")
print chord_info.chord_info
assert( chord_info.chord_info['note_base_offsets'] == (0, 4, 7, 11))
assert( chord_info.chord_info['note_ints_raw'] == (0, 4, 7, 11))
assert( chord_info.chord_info['note_ints'] == (0, 4, 7, 11))
tone_vector = [0.9] * 12
tone_vector[1] = 0.6 # good
tone_vector[5] = 0.5 # good
tone_vector[8] = 0.4 # good
tone_vector[10] = 0.3 # good
score, raw_score = chord_info.match_tone_vector_min_max_vector_tones_2(
tone_vector = tone_vector,
indexes = chord_info.note_ints,
min_max = 'min',
in_is_good = False,
count=len(chord_info.note_ints))
print "score: %s raw_score: %s" % (score, raw_score)
self.assertEqual(raw_score, 1.875)
# 1.875 is potential raw score if all 4 tones are not in chord
self.assertEqual(score, 1)
tone_vector = [0.9] * 12
tone_vector[0] = 0.6 # bad
tone_vector[4] = 0.5 # bad
tone_vector[8] = 0.4 # good
tone_vector[10] = 0.3 # good
score, raw_score = chord_info.match_tone_vector_min_max_vector_tones_2(
tone_vector = tone_vector,
indexes = chord_info.note_ints,
min_max = 'min',
in_is_good = False,
count=len(chord_info.note_ints))
print "score: %s raw_score: %s" % (score, raw_score)
self.assertEqual(raw_score, 1.5)
# 1.875 is potential raw score if all 4 tones are not in chord
self.assertEqual(score, 1.5 / 1.875)
def test_min_max_vector_tones_max_good(self):
# indexes are max indexes
# it's good if they match chord tones.
# - returns (score, raw_score)
# - score is normalized to 0-1.
# - raw_score is any combination of 1, 0.5, 0.25, 0.125
chord_info = ChordInfo("CM7")
print chord_info.chord_info
assert( chord_info.chord_info['note_base_offsets'] == (0, 4, 7, 11))
assert( chord_info.chord_info['note_ints_raw'] == (0, 4, 7, 11))
assert( chord_info.chord_info['note_ints'] == (0, 4, 7, 11))
score0, _ = chord_info.match_tone_vector_min_max_vector_tones_2(
tone_vector = [1, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 1],
indexes = chord_info.note_ints,
min_max = 'max',
in_is_good = True,
count=len(chord_info.note_ints))
score1, _ = chord_info.match_tone_vector_min_max_vector_tones_2(
tone_vector = [0, 1, 0, 0, 1, 0, 0, 1, 0, 0, 0, 1],
indexes = chord_info.note_ints,
min_max = 'max',
in_is_good = True,
count=len(chord_info.note_ints))
score2, _ = chord_info.match_tone_vector_min_max_vector_tones_2(
tone_vector = [0, 0, 0, 1, 0, 0, 1, 1, 0, 0, 0, 1],
indexes = chord_info.note_ints,
min_max = 'max',
in_is_good = True,
count=len(chord_info.note_ints))
score3, _ = chord_info.match_tone_vector_min_max_vector_tones_2(
tone_vector = [0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 1, 0],
indexes = chord_info.note_ints,
min_max = 'max',
in_is_good = True,
count=len(chord_info.note_ints))
self.assertGreater(score0, score1)
self.assertGreater(score1, score2)
self.assertGreater(score2, score3)
def test_min_max_vector_tones_max_bad_ZZZ(self):
# indexes are max indexes
# it's bad if they match chord anti-tones.
# - returns (score, raw_score)
# - score is normalized to 0-1.
# - raw_score is any combination of 1, 0.5, 0.25
# Here, scores should be getting increasingly good.
chord_info = ChordInfo("CM7")
print chord_info.chord_info
assert( chord_info.chord_info['anti_note_offsets'] == (1, 3, 10))
assert( chord_info.chord_info['anti_note_ints_raw'] == (1, 3, 10))
assert( chord_info.chord_info['anti_note_ints'] == (1, 3, 10))
# score0, _ = chord_info.match_tone_vector_max_vector_tones(
# [1, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 1], count=4)
score0, _ = chord_info.match_tone_vector_min_max_vector_tones_2(
tone_vector = [0, 1, 0, 1, 0, 0, 0, 1, 0, 0, 1, 0],
indexes = chord_info.chord_info['anti_note_ints'],
min_max = 'max',
in_is_good = False,
count=len(chord_info.chord_info['anti_note_ints']))
# score1, _ = chord_info.match_tone_vector_max_vector_tones(
# [0, 1, 0, 0, 1, 0, 0, 1, 0, 0, 0, 1], count=4)
score1, _ = chord_info.match_tone_vector_min_max_vector_tones_2(
tone_vector = [1, 0, 0, 1, 0, 0, 0, 1, 0, 0, 1, 0],
indexes = chord_info.chord_info['anti_note_ints'],
min_max = 'max',
in_is_good = False,
count=len(chord_info.chord_info['anti_note_ints']))
# score2, _ = chord_info.match_tone_vector_max_vector_tones(
# [0, 0, 0, 1, 0, 0, 1, 1, 0, 0, 0, 1], count=4)
score2, _ = chord_info.match_tone_vector_min_max_vector_tones_2(
tone_vector = [1, 0, 0, 0, 0, 1, 0, 1, 0, 0, 1, 0],
indexes = chord_info.chord_info['anti_note_ints'],
min_max = 'max',
in_is_good = False,
count=len(chord_info.chord_info['anti_note_ints']))
self.assertLess(score0, score1)
self.assertLess(score1, score2)
def test_indexes_of_min_n(self):
chord_info = ChordInfo("CM7")
res = chord_info.indexes_of_min_n(
[0.2, 0.3, 0.9, 0.9, 0.8, 0.9, 0.1, 0.2, 0.3, 5, 5, 1], count=4)
print "res: %s" % res
self.assertEqual(res, [6, 0, 7, 1])
def test_indexes_of_max_n(self):
chord_info = ChordInfo("CM7")
res = chord_info.indexes_of_max_n(
[4, 0, 0, 0, 8, 9, 0, 2, 0, 0, 0, 1], count=4)
print "res: %s" % res
self.assertEqual(res, [5, 4, 0, 7])