1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
|
from decimal import Decimal
from babel.numbers import get_decimal_symbol
from agate import Table
from agate.data_types import Number, Text
from agate.testcase import AgateTestCase
class TestBins(AgateTestCase):
def setUp(self):
self.number_type = Number()
self.column_names = ['number']
self.column_types = [self.number_type]
def test_bins(self):
rows = []
for i in range(0, 100):
rows.append([i]),
new_table = Table(rows, self.column_names, self.column_types).bins('number')
self.assertColumnNames(new_table, ['number', 'Count'])
self.assertColumnTypes(new_table, [Text, Number])
self.assertSequenceEqual(new_table.rows[0], ['[0 - 10)', 10])
self.assertSequenceEqual(new_table.rows[3], ['[30 - 40)', 10])
self.assertSequenceEqual(new_table.rows[9], ['[90 - 100]', 10])
self.assertRowNames(new_table, [
'[0 - 10)',
'[10 - 20)',
'[20 - 30)',
'[30 - 40)',
'[40 - 50)',
'[50 - 60)',
'[60 - 70)',
'[70 - 80)',
'[80 - 90)',
'[90 - 100]',
])
def test_bins_negative(self):
rows = []
for i in range(0, -100, -1):
rows.append([i])
new_table = Table(rows, self.column_names, self.column_types).bins('number', 10, start=-100)
self.assertColumnNames(new_table, ['number', 'Count'])
self.assertColumnTypes(new_table, [Text, Number])
self.assertSequenceEqual(new_table.rows[0], ['[-100 - -90)', 9])
self.assertSequenceEqual(new_table.rows[3], ['[-70 - -60)', 10])
self.assertSequenceEqual(new_table.rows[9], ['[-10 - 0]', 11])
def test_bins_mixed_signs(self):
rows = []
for i in range(0, -100, -1):
rows.append([i + 50])
new_table = Table(rows, self.column_names, self.column_types).bins('number')
self.assertColumnNames(new_table, ['number', 'Count'])
self.assertColumnTypes(new_table, [Text, Number])
self.assertSequenceEqual(new_table.rows[0], ['[-50 - -40)', 9])
self.assertSequenceEqual(new_table.rows[3], ['[-20 - -10)', 10])
self.assertSequenceEqual(new_table.rows[9], ['[40 - 50]', 11])
def test_bins_small_numbers(self):
rows = []
for i in range(0, 100):
rows.append([Decimal(i) / Decimal('10')])
new_table = Table(rows, self.column_names, self.column_types).bins('number')
self.assertSequenceEqual(new_table.rows[0], ['[0 - 1)', 10])
self.assertSequenceEqual(new_table.rows[3], ['[3 - 4)', 10])
self.assertSequenceEqual(new_table.rows[9], ['[9 - 10]', 10])
def test_bins_values_outside_start_end(self):
rows = []
for i in range(0, 100):
rows.append([Decimal(i) / Decimal('10')])
table_one = Table(rows, self.column_names, self.column_types).bins('number', start=1, end=11)
table_two = Table(rows, self.column_names, self.column_types).bins('number', start=-1, end=9)
self.assertSequenceEqual(table_one.rows[0], ['[0 - 2)', 20])
self.assertSequenceEqual(table_two.rows[8], ['[8 - 10]', 20])
def test_bins_decimals(self):
rows = []
for i in range(0, 100):
rows.append([Decimal(i) / Decimal('100')])
new_table = Table(rows, self.column_names, self.column_types).bins('number')
self.assertColumnNames(new_table, ['number', 'Count'])
self.assertColumnTypes(new_table, [Text, Number])
self.assertSequenceEqual(
new_table.rows[0],
['[0' + get_decimal_symbol() + '0 - 0' + get_decimal_symbol() + '1)', 10]
)
self.assertSequenceEqual(
new_table.rows[3],
['[0' + get_decimal_symbol() + '3 - 0' + get_decimal_symbol() + '4)', 10]
)
self.assertSequenceEqual(
new_table.rows[9],
['[0' + get_decimal_symbol() + '9 - 1' + get_decimal_symbol() + '0]', 10]
)
def test_bins_nulls(self):
rows = []
for i in range(0, 100):
rows.append([Decimal(i) / Decimal('100')])
rows.append([None])
new_table = Table(rows, self.column_names, self.column_types).bins('number')
self.assertColumnNames(new_table, ['number', 'Count'])
self.assertColumnTypes(new_table, [Text, Number])
self.assertSequenceEqual(
new_table.rows[0],
['[0' + get_decimal_symbol() + '0 - 0' + get_decimal_symbol() + '1)', 10]
)
self.assertSequenceEqual(
new_table.rows[3],
['[0' + get_decimal_symbol() + '3 - 0' + get_decimal_symbol() + '4)', 10]
)
self.assertSequenceEqual(
new_table.rows[9],
['[0' + get_decimal_symbol() + '9 - 1' + get_decimal_symbol() + '0]', 10]
)
self.assertSequenceEqual(new_table.rows[10], [None, 1])
|
