Viewing file:  test_defchararray.py (24.41 KB) -rw-r--r--
Select action/file-type:
 (+) |  (+) |  (+) | Code (+) | Session (+) |  (+) | SDB (+) |  (+) |  (+) |  (+) |  (+) |  (+) |
import pytest
import numpy as np
from numpy.core.multiarray import _vec_string
from numpy.testing import (
assert_, assert_equal, assert_array_equal, assert_raises,
assert_raises_regex
)
kw_unicode_true = {'unicode': True} # make 2to3 work properly
kw_unicode_false = {'unicode': False}
class TestBasic:
def test_from_object_array(self):
A = np.array([['abc', 2],
['long ', '0123456789']], dtype='O')
B = np.char.array(A)
assert_equal(B.dtype.itemsize, 10)
assert_array_equal(B, [[b'abc', b'2'],
[b'long', b'0123456789']])
def test_from_object_array_unicode(self):
A = np.array([['abc', 'Sigma \u03a3'],
['long ', '0123456789']], dtype='O')
assert_raises(ValueError, np.char.array, (A,))
B = np.char.array(A, **kw_unicode_true)
assert_equal(B.dtype.itemsize, 10 * np.array('a', 'U').dtype.itemsize)
assert_array_equal(B, [['abc', 'Sigma \u03a3'],
['long', '0123456789']])
def test_from_string_array(self):
A = np.array([[b'abc', b'foo'],
[b'long ', b'0123456789']])
assert_equal(A.dtype.type, np.bytes_)
B = np.char.array(A)
assert_array_equal(B, A)
assert_equal(B.dtype, A.dtype)
assert_equal(B.shape, A.shape)
B[0, 0] = 'changed'
assert_(B[0, 0] != A[0, 0])
C = np.char.asarray(A)
assert_array_equal(C, A)
assert_equal(C.dtype, A.dtype)
C[0, 0] = 'changed again'
assert_(C[0, 0] != B[0, 0])
assert_(C[0, 0] == A[0, 0])
def test_from_unicode_array(self):
A = np.array([['abc', 'Sigma \u03a3'],
['long ', '0123456789']])
assert_equal(A.dtype.type, np.str_)
B = np.char.array(A)
assert_array_equal(B, A)
assert_equal(B.dtype, A.dtype)
assert_equal(B.shape, A.shape)
B = np.char.array(A, **kw_unicode_true)
assert_array_equal(B, A)
assert_equal(B.dtype, A.dtype)
assert_equal(B.shape, A.shape)
def fail():
np.char.array(A, **kw_unicode_false)
assert_raises(UnicodeEncodeError, fail)
def test_unicode_upconvert(self):
A = np.char.array(['abc'])
B = np.char.array(['\u03a3'])
assert_(issubclass((A + B).dtype.type, np.str_))
def test_from_string(self):
A = np.char.array(b'abc')
assert_equal(len(A), 1)
assert_equal(len(A[0]), 3)
assert_(issubclass(A.dtype.type, np.bytes_))
def test_from_unicode(self):
A = np.char.array('\u03a3')
assert_equal(len(A), 1)
assert_equal(len(A[0]), 1)
assert_equal(A.itemsize, 4)
assert_(issubclass(A.dtype.type, np.str_))
class TestVecString:
def test_non_existent_method(self):
def fail():
_vec_string('a', np.bytes_, 'bogus')
assert_raises(AttributeError, fail)
def test_non_string_array(self):
def fail():
_vec_string(1, np.bytes_, 'strip')
assert_raises(TypeError, fail)
def test_invalid_args_tuple(self):
def fail():
_vec_string(['a'], np.bytes_, 'strip', 1)
assert_raises(TypeError, fail)
def test_invalid_type_descr(self):
def fail():
_vec_string(['a'], 'BOGUS', 'strip')
assert_raises(TypeError, fail)
def test_invalid_function_args(self):
def fail():
_vec_string(['a'], np.bytes_, 'strip', (1,))
assert_raises(TypeError, fail)
def test_invalid_result_type(self):
def fail():
_vec_string(['a'], np.int_, 'strip')
assert_raises(TypeError, fail)
def test_broadcast_error(self):
def fail():
_vec_string([['abc', 'def']], np.int_, 'find', (['a', 'd', 'j'],))
assert_raises(ValueError, fail)
class TestWhitespace:
def setup_method(self):
self.A = np.array([['abc ', '123 '],
['789 ', 'xyz ']]).view(np.chararray)
self.B = np.array([['abc', '123'],
['789', 'xyz']]).view(np.chararray)
def test1(self):
assert_(np.all(self.A == self.B))
assert_(np.all(self.A >= self.B))
assert_(np.all(self.A <= self.B))
assert_(not np.any(self.A > self.B))
assert_(not np.any(self.A < self.B))
assert_(not np.any(self.A != self.B))
class TestChar:
def setup_method(self):
self.A = np.array('abc1', dtype='c').view(np.chararray)
def test_it(self):
assert_equal(self.A.shape, (4,))
assert_equal(self.A.upper()[:2].tobytes(), b'AB')
class TestComparisons:
def setup_method(self):
self.A = np.array([['abc', '123'],
['789', 'xyz']]).view(np.chararray)
self.B = np.array([['efg', '123 '],
['051', 'tuv']]).view(np.chararray)
def test_not_equal(self):
assert_array_equal((self.A != self.B), [[True, False], [True, True]])
def test_equal(self):
assert_array_equal((self.A == self.B), [[False, True], [False, False]])
def test_greater_equal(self):
assert_array_equal((self.A >= self.B), [[False, True], [True, True]])
def test_less_equal(self):
assert_array_equal((self.A <= self.B), [[True, True], [False, False]])
def test_greater(self):
assert_array_equal((self.A > self.B), [[False, False], [True, True]])
def test_less(self):
assert_array_equal((self.A < self.B), [[True, False], [False, False]])
def test_type(self):
out1 = np.char.equal(self.A, self.B)
out2 = np.char.equal('a', 'a')
assert_(isinstance(out1, np.ndarray))
assert_(isinstance(out2, np.ndarray))
class TestComparisonsMixed1(TestComparisons):
"""Ticket #1276"""
def setup_method(self):
TestComparisons.setup_method(self)
self.B = np.array([['efg', '123 '],
['051', 'tuv']], np.str_).view(np.chararray)
class TestComparisonsMixed2(TestComparisons):
"""Ticket #1276"""
def setup_method(self):
TestComparisons.setup_method(self)
self.A = np.array([['abc', '123'],
['789', 'xyz']], np.str_).view(np.chararray)
class TestInformation:
def setup_method(self):
self.A = np.array([[' abc ', ''],
['12345', 'MixedCase'],
['123 \t 345 \0 ', 'UPPER']]).view(np.chararray)
self.B = np.array([[' \u03a3 ', ''],
['12345', 'MixedCase'],
['123 \t 345 \0 ', 'UPPER']]).view(np.chararray)
def test_len(self):
assert_(issubclass(np.char.str_len(self.A).dtype.type, np.integer))
assert_array_equal(np.char.str_len(self.A), [[5, 0], [5, 9], [12, 5]])
assert_array_equal(np.char.str_len(self.B), [[3, 0], [5, 9], [12, 5]])
def test_count(self):
assert_(issubclass(self.A.count('').dtype.type, np.integer))
assert_array_equal(self.A.count('a'), [[1, 0], [0, 1], [0, 0]])
assert_array_equal(self.A.count('123'), [[0, 0], [1, 0], [1, 0]])
# Python doesn't seem to like counting NULL characters
# assert_array_equal(self.A.count('\0'), [[0, 0], [0, 0], [1, 0]])
assert_array_equal(self.A.count('a', 0, 2), [[1, 0], [0, 0], [0, 0]])
assert_array_equal(self.B.count('a'), [[0, 0], [0, 1], [0, 0]])
assert_array_equal(self.B.count('123'), [[0, 0], [1, 0], [1, 0]])
# assert_array_equal(self.B.count('\0'), [[0, 0], [0, 0], [1, 0]])
def test_endswith(self):
assert_(issubclass(self.A.endswith('').dtype.type, np.bool_))
assert_array_equal(self.A.endswith(' '), [[1, 0], [0, 0], [1, 0]])
assert_array_equal(self.A.endswith('3', 0, 3), [[0, 0], [1, 0], [1, 0]])
def fail():
self.A.endswith('3', 'fdjk')
assert_raises(TypeError, fail)
def test_find(self):
assert_(issubclass(self.A.find('a').dtype.type, np.integer))
assert_array_equal(self.A.find('a'), [[1, -1], [-1, 6], [-1, -1]])
assert_array_equal(self.A.find('3'), [[-1, -1], [2, -1], [2, -1]])
assert_array_equal(self.A.find('a', 0, 2), [[1, -1], [-1, -1], [-1, -1]])
assert_array_equal(self.A.find(['1', 'P']), [[-1, -1], [0, -1], [0, 1]])
def test_index(self):
def fail():
self.A.index('a')
assert_raises(ValueError, fail)
assert_(np.char.index('abcba', 'b') == 1)
assert_(issubclass(np.char.index('abcba', 'b').dtype.type, np.integer))
def test_isalnum(self):
assert_(issubclass(self.A.isalnum().dtype.type, np.bool_))
assert_array_equal(self.A.isalnum(), [[False, False], [True, True], [False, True]])
def test_isalpha(self):
assert_(issubclass(self.A.isalpha().dtype.type, np.bool_))
assert_array_equal(self.A.isalpha(), [[False, False], [False, True], [False, True]])
def test_isdigit(self):
assert_(issubclass(self.A.isdigit().dtype.type, np.bool_))
assert_array_equal(self.A.isdigit(), [[False, False], [True, False], [False, False]])
def test_islower(self):
assert_(issubclass(self.A.islower().dtype.type, np.bool_))
assert_array_equal(self.A.islower(), [[True, False], [False, False], [False, False]])
def test_isspace(self):
assert_(issubclass(self.A.isspace().dtype.type, np.bool_))
assert_array_equal(self.A.isspace(), [[False, False], [False, False], [False, False]])
def test_istitle(self):
assert_(issubclass(self.A.istitle().dtype.type, np.bool_))
assert_array_equal(self.A.istitle(), [[False, False], [False, False], [False, False]])
def test_isupper(self):
assert_(issubclass(self.A.isupper().dtype.type, np.bool_))
assert_array_equal(self.A.isupper(), [[False, False], [False, False], [False, True]])
def test_rfind(self):
assert_(issubclass(self.A.rfind('a').dtype.type, np.integer))
assert_array_equal(self.A.rfind('a'), [[1, -1], [-1, 6], [-1, -1]])
assert_array_equal(self.A.rfind('3'), [[-1, -1], [2, -1], [6, -1]])
assert_array_equal(self.A.rfind('a', 0, 2), [[1, -1], [-1, -1], [-1, -1]])
assert_array_equal(self.A.rfind(['1', 'P']), [[-1, -1], [0, -1], [0, 2]])
def test_rindex(self):
def fail():
self.A.rindex('a')
assert_raises(ValueError, fail)
assert_(np.char.rindex('abcba', 'b') == 3)
assert_(issubclass(np.char.rindex('abcba', 'b').dtype.type, np.integer))
def test_startswith(self):
assert_(issubclass(self.A.startswith('').dtype.type, np.bool_))
assert_array_equal(self.A.startswith(' '), [[1, 0], [0, 0], [0, 0]])
assert_array_equal(self.A.startswith('1', 0, 3), [[0, 0], [1, 0], [1, 0]])
def fail():
self.A.startswith('3', 'fdjk')
assert_raises(TypeError, fail)
class TestMethods:
def setup_method(self):
self.A = np.array([[' abc ', ''],
['12345', 'MixedCase'],
['123 \t 345 \0 ', 'UPPER']],
dtype='S').view(np.chararray)
self.B = np.array([[' \u03a3 ', ''],
['12345', 'MixedCase'],
['123 \t 345 \0 ', 'UPPER']]).view(np.chararray)
def test_capitalize(self):
tgt = [[b' abc ', b''],
[b'12345', b'Mixedcase'],
[b'123 \t 345 \0 ', b'Upper']]
assert_(issubclass(self.A.capitalize().dtype.type, np.bytes_))
assert_array_equal(self.A.capitalize(), tgt)
tgt = [[' \u03c3 ', ''],
['12345', 'Mixedcase'],
['123 \t 345 \0 ', 'Upper']]
assert_(issubclass(self.B.capitalize().dtype.type, np.str_))
assert_array_equal(self.B.capitalize(), tgt)
def test_center(self):
assert_(issubclass(self.A.center(10).dtype.type, np.bytes_))
C = self.A.center([10, 20])
assert_array_equal(np.char.str_len(C), [[10, 20], [10, 20], [12, 20]])
C = self.A.center(20, b'#')
assert_(np.all(C.startswith(b'#')))
assert_(np.all(C.endswith(b'#')))
C = np.char.center(b'FOO', [[10, 20], [15, 8]])
tgt = [[b' FOO ', b' FOO '],
[b' FOO ', b' FOO ']]
assert_(issubclass(C.dtype.type, np.bytes_))
assert_array_equal(C, tgt)
def test_decode(self):
A = np.char.array([b'\\u03a3'])
assert_(A.decode('unicode-escape')[0] == '\u03a3')
def test_encode(self):
B = self.B.encode('unicode_escape')
assert_(B[0][0] == str(' \\u03a3 ').encode('latin1'))
def test_expandtabs(self):
T = self.A.expandtabs()
assert_(T[2, 0] == b'123 345 \0')
def test_join(self):
# NOTE: list(b'123') == [49, 50, 51]
# so that b','.join(b'123') results to an error on Py3
A0 = self.A.decode('ascii')
A = np.char.join([',', '#'], A0)
assert_(issubclass(A.dtype.type, np.str_))
tgt = np.array([[' ,a,b,c, ', ''],
['1,2,3,4,5', 'M#i#x#e#d#C#a#s#e'],
['1,2,3, ,\t, ,3,4,5, ,\x00, ', 'U#P#P#E#R']])
assert_array_equal(np.char.join([',', '#'], A0), tgt)
def test_ljust(self):
assert_(issubclass(self.A.ljust(10).dtype.type, np.bytes_))
C = self.A.ljust([10, 20])
assert_array_equal(np.char.str_len(C), [[10, 20], [10, 20], [12, 20]])
C = self.A.ljust(20, b'#')
assert_array_equal(C.startswith(b'#'), [
[False, True], [False, False], [False, False]])
assert_(np.all(C.endswith(b'#')))
C = np.char.ljust(b'FOO', [[10, 20], [15, 8]])
tgt = [[b'FOO ', b'FOO '],
[b'FOO ', b'FOO ']]
assert_(issubclass(C.dtype.type, np.bytes_))
assert_array_equal(C, tgt)
def test_lower(self):
tgt = [[b' abc ', b''],
[b'12345', b'mixedcase'],
[b'123 \t 345 \0 ', b'upper']]
assert_(issubclass(self.A.lower().dtype.type, np.bytes_))
assert_array_equal(self.A.lower(), tgt)
tgt = [[' \u03c3 ', ''],
['12345', 'mixedcase'],
['123 \t 345 \0 ', 'upper']]
assert_(issubclass(self.B.lower().dtype.type, np.str_))
assert_array_equal(self.B.lower(), tgt)
def test_lstrip(self):
tgt = [[b'abc ', b''],
[b'12345', b'MixedCase'],
[b'123 \t 345 \0 ', b'UPPER']]
assert_(issubclass(self.A.lstrip().dtype.type, np.bytes_))
assert_array_equal(self.A.lstrip(), tgt)
tgt = [[b' abc', b''],
[b'2345', b'ixedCase'],
[b'23 \t 345 \x00', b'UPPER']]
assert_array_equal(self.A.lstrip([b'1', b'M']), tgt)
tgt = [['\u03a3 ', ''],
['12345', 'MixedCase'],
['123 \t 345 \0 ', 'UPPER']]
assert_(issubclass(self.B.lstrip().dtype.type, np.str_))
assert_array_equal(self.B.lstrip(), tgt)
def test_partition(self):
P = self.A.partition([b'3', b'M'])
tgt = [[(b' abc ', b'', b''), (b'', b'', b'')],
[(b'12', b'3', b'45'), (b'', b'M', b'ixedCase')],
[(b'12', b'3', b' \t 345 \0 '), (b'UPPER', b'', b'')]]
assert_(issubclass(P.dtype.type, np.bytes_))
assert_array_equal(P, tgt)
def test_replace(self):
R = self.A.replace([b'3', b'a'],
[b'##########', b'@'])
tgt = [[b' abc ', b''],
[b'12##########45', b'MixedC@se'],
[b'12########## \t ##########45 \x00', b'UPPER']]
assert_(issubclass(R.dtype.type, np.bytes_))
assert_array_equal(R, tgt)
def test_rjust(self):
assert_(issubclass(self.A.rjust(10).dtype.type, np.bytes_))
C = self.A.rjust([10, 20])
assert_array_equal(np.char.str_len(C), [[10, 20], [10, 20], [12, 20]])
C = self.A.rjust(20, b'#')
assert_(np.all(C.startswith(b'#')))
assert_array_equal(C.endswith(b'#'),
[[False, True], [False, False], [False, False]])
C = np.char.rjust(b'FOO', [[10, 20], [15, 8]])
tgt = [[b' FOO', b' FOO'],
[b' FOO', b' FOO']]
assert_(issubclass(C.dtype.type, np.bytes_))
assert_array_equal(C, tgt)
def test_rpartition(self):
P = self.A.rpartition([b'3', b'M'])
tgt = [[(b'', b'', b' abc '), (b'', b'', b'')],
[(b'12', b'3', b'45'), (b'', b'M', b'ixedCase')],
[(b'123 \t ', b'3', b'45 \0 '), (b'', b'', b'UPPER')]]
assert_(issubclass(P.dtype.type, np.bytes_))
assert_array_equal(P, tgt)
def test_rsplit(self):
A = self.A.rsplit(b'3')
tgt = [[[b' abc '], [b'']],
[[b'12', b'45'], [b'MixedCase']],
[[b'12', b' \t ', b'45 \x00 '], [b'UPPER']]]
assert_(issubclass(A.dtype.type, np.object_))
assert_equal(A.tolist(), tgt)
def test_rstrip(self):
assert_(issubclass(self.A.rstrip().dtype.type, np.bytes_))
tgt = [[b' abc', b''],
[b'12345', b'MixedCase'],
[b'123 \t 345', b'UPPER']]
assert_array_equal(self.A.rstrip(), tgt)
tgt = [[b' abc ', b''],
[b'1234', b'MixedCase'],
[b'123 \t 345 \x00', b'UPP']
]
assert_array_equal(self.A.rstrip([b'5', b'ER']), tgt)
tgt = [[' \u03a3', ''],
['12345', 'MixedCase'],
['123 \t 345', 'UPPER']]
assert_(issubclass(self.B.rstrip().dtype.type, np.str_))
assert_array_equal(self.B.rstrip(), tgt)
def test_strip(self):
tgt = [[b'abc', b''],
[b'12345', b'MixedCase'],
[b'123 \t 345', b'UPPER']]
assert_(issubclass(self.A.strip().dtype.type, np.bytes_))
assert_array_equal(self.A.strip(), tgt)
tgt = [[b' abc ', b''],
[b'234', b'ixedCas'],
[b'23 \t 345 \x00', b'UPP']]
assert_array_equal(self.A.strip([b'15', b'EReM']), tgt)
tgt = [['\u03a3', ''],
['12345', 'MixedCase'],
['123 \t 345', 'UPPER']]
assert_(issubclass(self.B.strip().dtype.type, np.str_))
assert_array_equal(self.B.strip(), tgt)
def test_split(self):
A = self.A.split(b'3')
tgt = [
[[b' abc '], [b'']],
[[b'12', b'45'], [b'MixedCase']],
[[b'12', b' \t ', b'45 \x00 '], [b'UPPER']]]
assert_(issubclass(A.dtype.type, np.object_))
assert_equal(A.tolist(), tgt)
def test_splitlines(self):
A = np.char.array(['abc\nfds\nwer']).splitlines()
assert_(issubclass(A.dtype.type, np.object_))
assert_(A.shape == (1,))
assert_(len(A[0]) == 3)
def test_swapcase(self):
tgt = [[b' ABC ', b''],
[b'12345', b'mIXEDcASE'],
[b'123 \t 345 \0 ', b'upper']]
assert_(issubclass(self.A.swapcase().dtype.type, np.bytes_))
assert_array_equal(self.A.swapcase(), tgt)
tgt = [[' \u03c3 ', ''],
['12345', 'mIXEDcASE'],
['123 \t 345 \0 ', 'upper']]
assert_(issubclass(self.B.swapcase().dtype.type, np.str_))
assert_array_equal(self.B.swapcase(), tgt)
def test_title(self):
tgt = [[b' Abc ', b''],
[b'12345', b'Mixedcase'],
[b'123 \t 345 \0 ', b'Upper']]
assert_(issubclass(self.A.title().dtype.type, np.bytes_))
assert_array_equal(self.A.title(), tgt)
tgt = [[' \u03a3 ', ''],
['12345', 'Mixedcase'],
['123 \t 345 \0 ', 'Upper']]
assert_(issubclass(self.B.title().dtype.type, np.str_))
assert_array_equal(self.B.title(), tgt)
def test_upper(self):
tgt = [[b' ABC ', b''],
[b'12345', b'MIXEDCASE'],
[b'123 \t 345 \0 ', b'UPPER']]
assert_(issubclass(self.A.upper().dtype.type, np.bytes_))
assert_array_equal(self.A.upper(), tgt)
tgt = [[' \u03a3 ', ''],
['12345', 'MIXEDCASE'],
['123 \t 345 \0 ', 'UPPER']]
assert_(issubclass(self.B.upper().dtype.type, np.str_))
assert_array_equal(self.B.upper(), tgt)
def test_isnumeric(self):
def fail():
self.A.isnumeric()
assert_raises(TypeError, fail)
assert_(issubclass(self.B.isnumeric().dtype.type, np.bool_))
assert_array_equal(self.B.isnumeric(), [
[False, False], [True, False], [False, False]])
def test_isdecimal(self):
def fail():
self.A.isdecimal()
assert_raises(TypeError, fail)
assert_(issubclass(self.B.isdecimal().dtype.type, np.bool_))
assert_array_equal(self.B.isdecimal(), [
[False, False], [True, False], [False, False]])
class TestOperations:
def setup_method(self):
self.A = np.array([['abc', '123'],
['789', 'xyz']]).view(np.chararray)
self.B = np.array([['efg', '456'],
['051', 'tuv']]).view(np.chararray)
def test_add(self):
AB = np.array([['abcefg', '123456'],
['789051', 'xyztuv']]).view(np.chararray)
assert_array_equal(AB, (self.A + self.B))
assert_(len((self.A + self.B)[0][0]) == 6)
def test_radd(self):
QA = np.array([['qabc', 'q123'],
['q789', 'qxyz']]).view(np.chararray)
assert_array_equal(QA, ('q' + self.A))
def test_mul(self):
A = self.A
for r in (2, 3, 5, 7, 197):
Ar = np.array([[A[0, 0]*r, A[0, 1]*r],
[A[1, 0]*r, A[1, 1]*r]]).view(np.chararray)
assert_array_equal(Ar, (self.A * r))
for ob in [object(), 'qrs']:
with assert_raises_regex(ValueError,
'Can only multiply by integers'):
A*ob
def test_rmul(self):
A = self.A
for r in (2, 3, 5, 7, 197):
Ar = np.array([[A[0, 0]*r, A[0, 1]*r],
[A[1, 0]*r, A[1, 1]*r]]).view(np.chararray)
assert_array_equal(Ar, (r * self.A))
for ob in [object(), 'qrs']:
with assert_raises_regex(ValueError,
'Can only multiply by integers'):
ob * A
def test_mod(self):
"""Ticket #856"""
F = np.array([['%d', '%f'], ['%s', '%r']]).view(np.chararray)
C = np.array([[3, 7], [19, 1]])
FC = np.array([['3', '7.000000'],
['19', '1']]).view(np.chararray)
assert_array_equal(FC, F % C)
A = np.array([['%.3f', '%d'], ['%s', '%r']]).view(np.chararray)
A1 = np.array([['1.000', '1'], ['1', '1']]).view(np.chararray)
assert_array_equal(A1, (A % 1))
A2 = np.array([['1.000', '2'], ['3', '4']]).view(np.chararray)
assert_array_equal(A2, (A % [[1, 2], [3, 4]]))
def test_rmod(self):
assert_(("%s" % self.A) == str(self.A))
assert_(("%r" % self.A) == repr(self.A))
for ob in [42, object()]:
with assert_raises_regex(
TypeError, "unsupported operand type.* and 'chararray'"):
ob % self.A
def test_slice(self):
"""Regression test for https://github.com/numpy/numpy/issues/5982"""
arr = np.array([['abc ', 'def '], ['geh ', 'ijk ']],
dtype='S4').view(np.chararray)
sl1 = arr[:]
assert_array_equal(sl1, arr)
assert_(sl1.base is arr)
assert_(sl1.base.base is arr.base)
sl2 = arr[:, :]
assert_array_equal(sl2, arr)
assert_(sl2.base is arr)
assert_(sl2.base.base is arr.base)
assert_(arr[0, 0] == b'abc')
def test_empty_indexing():
"""Regression test for ticket 1948."""
# Check that indexing a chararray with an empty list/array returns an
# empty chararray instead of a chararray with a single empty string in it.
s = np.chararray((4,))
assert_(s[[]].size == 0)
@pytest.mark.parametrize(["dt1", "dt2"],
[("S", "U"), ("U", "S"), ("S", "O"), ("U", "O"),
("S", "d"), ("S", "V")])
def test_add_types(dt1, dt2):
arr1 = np.array([1234234], dtype=dt1)
# If the following fails, e.g. use a number and test "V" explicitly
arr2 = np.array([b"423"], dtype=dt2)
with pytest.raises(TypeError,
match=f".*same dtype kind.*{arr1.dtype}.*{arr2.dtype}"):
np.char.add(arr1, arr2)
|