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TST: add testing module for string methods #620
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# pylint: disable-msg=E1101,W0612 | ||
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from datetime import datetime, timedelta, date | ||
import os | ||
import operator | ||
import unittest | ||
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import nose | ||
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from numpy import nan as NA | ||
import numpy as np | ||
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from pandas import (Index, Series, TimeSeries, DataFrame, isnull, notnull, | ||
bdate_range, date_range) | ||
import pandas.core.common as com | ||
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from pandas.util.testing import assert_series_equal, assert_almost_equal | ||
import pandas.util.testing as tm | ||
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import pandas.core.strings as strings | ||
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class TestStringMethods(unittest.TestCase): | ||
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def test_cat(self): | ||
one = ['a', 'a', 'b', 'b', 'c', NA] | ||
two = ['a', NA, 'b', 'd', 'foo', NA] | ||
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# single array | ||
result = strings.str_cat(one) | ||
self.assert_(isnull(result)) | ||
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result = strings.str_cat(one, na_rep='NA') | ||
exp = 'aabbcNA' | ||
self.assertEquals(result, exp) | ||
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result = strings.str_cat(one, na_rep='-') | ||
exp = 'aabbc-' | ||
self.assertEquals(result, exp) | ||
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result = strings.str_cat(one, sep='_', na_rep='NA') | ||
exp = 'a_a_b_b_c_NA' | ||
self.assertEquals(result, exp) | ||
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# Multiple arrays | ||
result = strings.str_cat(one, [two], na_rep='NA') | ||
exp = ['aa', 'aNA', 'bb', 'bd', 'cfoo', 'NANA'] | ||
self.assert_(np.array_equal(result, exp)) | ||
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result = strings.str_cat(one, two) | ||
exp = ['aa', NA, 'bb', 'bd', 'cfoo', NA] | ||
tm.assert_almost_equal(result, exp) | ||
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def test_count(self): | ||
values = ['foo', 'foofoo', NA, 'foooofooofommmfoo'] | ||
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result = strings.str_count(values, 'f[o]+') | ||
exp = [1, 2, NA, 4] | ||
tm.assert_almost_equal(result, exp) | ||
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result = Series(values).str.count('f[o]+') | ||
self.assert_(isinstance(result, Series)) | ||
tm.assert_almost_equal(result, exp) | ||
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def test_contains(self): | ||
values = ['foo', NA, 'fooommm__foo', 'mmm_'] | ||
pat = 'mmm[_]+' | ||
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result = strings.str_contains(values, pat) | ||
expected = [False, np.nan, True, True] | ||
tm.assert_almost_equal(result, expected) | ||
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values = ['foo', 'xyz', 'fooommm__foo', 'mmm_'] | ||
result = strings.str_contains(values, pat) | ||
expected = [False, False, True, True] | ||
self.assert_(result.dtype == np.bool_) | ||
tm.assert_almost_equal(result, expected) | ||
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def test_startswith(self): | ||
values = Series(['om', NA, 'foo_nom', 'nom', 'bar_foo', NA, 'foo']) | ||
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result = values.str.startswith('foo') | ||
exp = Series([False, NA, True, False, False, NA, True]) | ||
tm.assert_series_equal(result, exp) | ||
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def test_endswith(self): | ||
values = Series(['om', NA, 'foo_nom', 'nom', 'bar_foo', NA, 'foo']) | ||
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result = values.str.endswith('foo') | ||
exp = Series([False, NA, False, False, True, NA, True]) | ||
tm.assert_series_equal(result, exp) | ||
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def test_lower_upper(self): | ||
values = Series(['om', NA, 'nom', 'nom']) | ||
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result = values.str.upper() | ||
exp = Series(['OM', NA, 'NOM', 'NOM']) | ||
tm.assert_series_equal(result, exp) | ||
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result = result.str.lower() | ||
tm.assert_series_equal(result, values) | ||
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def test_replace(self): | ||
values = Series(['fooBAD__barBAD', NA]) | ||
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result = values.str.replace('BAD[_]*', '') | ||
exp = Series(['foobar', NA]) | ||
tm.assert_series_equal(result, exp) | ||
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result = values.str.replace('BAD[_]*', '', n=1) | ||
exp = Series(['foobarBAD', NA]) | ||
tm.assert_series_equal(result, exp) | ||
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def test_repeat(self): | ||
values = Series(['a', 'b', NA, 'c', NA, 'd']) | ||
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result = values.str.repeat(3) | ||
exp = Series(['aaa', 'bbb', NA, 'ccc', NA, 'ddd']) | ||
tm.assert_series_equal(result, exp) | ||
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result = values.str.repeat([1, 2, 3, 4, 5, 6]) | ||
exp = Series(['a', 'bb', NA, 'cccc', NA, 'dddddd']) | ||
tm.assert_series_equal(result, exp) | ||
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def test_match(self): | ||
values = Series(['fooBAD__barBAD', NA, 'foo']) | ||
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result = values.str.match('.*(BAD[_]+).*(BAD)') | ||
exp = Series([('BAD__', 'BAD'), NA, []]) | ||
tm.assert_series_equal(result, exp) | ||
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def test_join(self): | ||
values = Series(['a_b_c', 'c_d_e', np.nan, 'f_g_h']) | ||
result = values.str.split('_').str.join('_') | ||
tm.assert_series_equal(values, result) | ||
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def test_len(self): | ||
values = Series(['foo', 'fooo', 'fooooo', np.nan, 'fooooooo']) | ||
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result = values.str.len() | ||
exp = values.map(lambda x: len(x) if com.notnull(x) else NA) | ||
tm.assert_series_equal(result, exp) | ||
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def test_findall(self): | ||
values = Series(['fooBAD__barBAD', NA, 'foo', 'BAD']) | ||
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result = values.str.findall('BAD[_]*') | ||
exp = Series([['BAD__', 'BAD'], NA, [], ['BAD']]) | ||
tm.assert_almost_equal(result, exp) | ||
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def test_pad(self): | ||
values = Series(['a', 'b', NA, 'c', NA, 'eeeeee']) | ||
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result = values.str.pad(5, side='left') | ||
exp = Series([' a', ' b', NA, ' c', NA, 'eeeeee']) | ||
tm.assert_almost_equal(result, exp) | ||
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result = values.str.pad(5, side='right') | ||
exp = Series(['a ', 'b ', NA, 'c ', NA, 'eeeeee']) | ||
tm.assert_almost_equal(result, exp) | ||
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result = values.str.pad(5, side='both') | ||
exp = Series([' a ', ' b ', NA, ' c ', NA, 'eeeeee']) | ||
tm.assert_almost_equal(result, exp) | ||
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def test_center(self): | ||
values = Series(['a', 'b', NA, 'c', NA, 'eeeeee']) | ||
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result = values.str.center(5) | ||
exp = Series([' a ', ' b ', NA, ' c ', NA, 'eeeeee']) | ||
tm.assert_almost_equal(result, exp) | ||
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def test_split(self): | ||
values = Series(['a_b_c', 'c_d_e', NA, 'f_g_h']) | ||
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result = values.str.split('_') | ||
exp = Series([['a', 'b', 'c'], ['c', 'd', 'e'], NA, ['f', 'g', 'h']]) | ||
tm.assert_series_equal(result, exp) | ||
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def test_slice(self): | ||
values = Series(['aafootwo','aabartwo', NA, 'aabazqux']) | ||
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result = values.str.slice(2, 5) | ||
exp = Series(['foo', 'bar', NA, 'baz']) | ||
tm.assert_series_equal(result, exp) | ||
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def test_slice_replace(self): | ||
pass | ||
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def test_strip_lstrip_rstrip(self): | ||
values = Series([' aa ', ' bb \n', NA, 'cc ']) | ||
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result = values.str.strip() | ||
exp = Series(['aa', 'bb', NA, 'cc']) | ||
tm.assert_series_equal(result, exp) | ||
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result = values.str.lstrip() | ||
exp = Series(['aa ', 'bb \n', NA, 'cc ']) | ||
tm.assert_series_equal(result, exp) | ||
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result = values.str.rstrip() | ||
exp = Series([' aa', ' bb', NA, 'cc']) | ||
tm.assert_series_equal(result, exp) | ||
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def test_wrap(self): | ||
pass | ||
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def test_get(self): | ||
values = Series(['a_b_c', 'c_d_e', np.nan, 'f_g_h']) | ||
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result = values.str.split('_').str.get(1) | ||
expected = Series(['b', 'd', np.nan, 'g']) | ||
tm.assert_series_equal(result, expected) | ||
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if __name__ == '__main__': | ||
nose.runmodule(argv=[__file__,'-vvs','-x','--pdb', '--pdb-failure'], | ||
exit=False) |