initial

data

@@ -0,0 +1,3 @@
+2021-08-11 16:22:19 15-1 lh pass
+2021-08-11 16:22:35 34-3 rh fail
+2021-08-11 16:22:36 12-1 ht pass

script.py

@@ -0,0 +1,85 @@
+import random
+from datetime import datetime
+
+keys = {
+    'C major': [1, 4, 7, 19, 50, 59, 73, 75, 98, 116, 117, 128, 136],
+    'C minor': [24, 36, 83, 90, 111],
+    'D major': [10, 39, 40, 54, 56, 57, 97, 105, 107, 121, 127, 143],
+    'D minor': [14, 18, 31, 32, 37, 126, 130, 134],
+    'E major': [45, 104, 120, 149],
+    'E minor': [8, 26, 58, 67, 91, 95, 99, 109],
+    'E-flat major': [70, 84, 124, 133, 140, 145],
+    'F major': [20, 25, 28, 29, 64, 68, 76, 79, 82, 92, 118, 119, 122, 123, 129, 146, 148],
+    'F minor': [53],
+    'F-sharp minor': [44, 135],
+    'G major': [11, 12, 21, 30, 35, 42, 43, 46, 52, 60, 101, 103, 106, 112, 114, 132],
+    'G minor': [2, 6, 16, 27, 38, 41, 49, 55, 65, 77, 80, 81, 86, 89, 96, 102, 131, 150],
+    'A major': [3, 34, 69, 78, 85, 88, 93],
+    'A minor': [5, 9, 13, 15, 22, 63, 71, 72, 108, 110, 125, 138, 139, 141, 144],
+    'B minor': [17, 66, 74, 100, 113, 137, 147],
+    'B-flat major': [33, 47, 48, 51, 61, 62, 94, 115, 142],
+    'B-flat minor': [23, 87],
+}
+
+key_reverse = {}
+for key, lines in keys.items():
+    for line in lines:
+        key_reverse[line] = key
+
+three_four_time = [4, 21, 27, 31, 33, 42, 44, 52, 54, 61, 62, 75, 76, 77, 79, 82, 89, 115, 117, 128, 131, 151, 159]
+
+def extract(l, k):
+    r = []
+
+    for kk in k:
+        r.extend(l.get(kk, []))
+
+    return r
+
+no_accidentals = extract(keys, ['C major', 'A minor'])
+one_sharp = extract(keys, ['G major', 'E minor'])
+one_flat = extract(keys, ['F major', 'D minor'])
+two_sharps = extract(keys, ['D major', 'B minor'])
+two_flats = extract(keys, ['B-flat major', 'G minor'])
+three_four_or_five_sharps_or_flats = extract(keys, [
+    'E-flat major', 'C minor',
+    'A-flat major', 'F minor',
+    'D-flat major', 'B-flat minor',
+    
+    'A major', 'F-sharp minor',
+    'E major', 'C-sharp minor',
+    'B major', 'G-sharp minor',
+])
+
+while True:
+    selection = [
+        random.choice(l)
+        for l in [no_accidentals, one_sharp, one_flat, two_sharps, two_flats, three_four_or_five_sharps_or_flats]
+    ]
+
+    num_minor = 0
+    num_major = 0
+
+    for line in selection:
+        if key_reverse[line].endswith('minor'):
+            num_minor += 1
+        else:
+            num_major += 1
+
+    if num_minor == 3 and num_major == 3:
+        break
+
+print('Example exam:', selection)
+
+data = []
+
+for line in open('data'):
+    ts1, ts2, line, hands, result = line.split()
+    line, diff = map(int, line.split('-'))
+    result = 1 if result == 'pass' else 0
+    key = key_reverse[line]
+    ts = int(datetime.strptime(ts1 + ts2, '%Y-%m-%d%H:%M:%S').timestamp())
+    data.append([ts, line, diff, key, hands, result])
+
+print('Num entries:', len(data))
+