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test_fluent.py
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test_fluent.py
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from __future__ import absolute_import, print_function, division
from tempfile import NamedTemporaryFile
import csv
from petl.compat import PY2
import petl as etl
from petl.test.helpers import ieq, eq_
def test_basics():
t1 = (('foo', 'bar'),
('A', 1),
('B', 2))
w1 = etl.wrap(t1)
eq_(('foo', 'bar'), w1.header())
eq_(etl.header(w1), w1.header())
ieq((('A', 1), ('B', 2)), w1.data())
ieq(etl.data(w1), w1.data())
w2 = w1.cut('bar', 'foo')
expect2 = (('bar', 'foo'),
(1, 'A'),
(2, 'B'))
ieq(expect2, w2)
ieq(etl.cut(w1, 'bar', 'foo'), w2)
w3 = w1.cut('bar', 'foo').cut('foo', 'bar')
ieq(t1, w3)
def test_staticmethods():
data = [b'foo,bar',
b'a,1',
b'b,2',
b'c,2']
f = NamedTemporaryFile(mode='wb', delete=False)
f.write(b'\n'.join(data))
f.close()
expect = (('foo', 'bar'),
('a', '1'),
('b', '2'),
('c', '2'))
actual = etl.fromcsv(f.name, encoding='ascii')
ieq(expect, actual)
ieq(expect, actual) # verify can iterate twice
def test_container():
table = (('foo', 'bar'),
('a', 1),
('b', 2),
('c', 2))
actual = etl.wrap(table)[0]
expect = ('foo', 'bar')
eq_(expect, actual)
actual = etl.wrap(table)['bar']
expect = (1, 2, 2)
ieq(expect, actual)
actual = len(etl.wrap(table))
expect = 4
eq_(expect, actual)
def test_values_container_convenience_methods():
table = etl.wrap((('foo', 'bar'),
('a', 1),
('b', 2),
('c', 2)))
actual = table.values('foo').set()
expect = {'a', 'b', 'c'}
eq_(expect, actual)
actual = table.values('foo').list()
expect = ['a', 'b', 'c']
eq_(expect, actual)
actual = table.values('foo').tuple()
expect = ('a', 'b', 'c')
eq_(expect, actual)
actual = table.values('bar').sum()
expect = 5
eq_(expect, actual)
actual = table.data().dict()
expect = {'a': 1, 'b': 2, 'c': 2}
eq_(expect, actual)
def test_empty():
actual = (
etl
.empty()
.addcolumn('foo', ['a', 'b', 'c'])
.addcolumn('bar', [1, 2, 2])
)
expect = (('foo', 'bar'),
('a', 1),
('b', 2),
('c', 2))
ieq(expect, actual)
ieq(expect, actual)
def test_wrap_tuple_return():
tablea = etl.wrap((('foo', 'bar'),
('A', 1),
('C', 7)))
tableb = etl.wrap((('foo', 'bar'),
('B', 5),
('C', 7)))
added, removed = tablea.diff(tableb)
eq_(('foo', 'bar'), added.header())
eq_(('foo', 'bar'), removed.header())
ieq(etl.data(added), added.data())
ieq(etl.data(removed), removed.data())