from __future__ import division, absolute_import, print_function import pytest import numpy as np from numpy.testing import ( assert_, assert_equal, assert_raises, assert_array_equal, temppath, ) from numpy.core.tests._locales import CommaDecimalPointLocale LD_INFO = np.finfo(np.longdouble) longdouble_longer_than_double = (LD_INFO.eps < np.finfo(np.double).eps) _o = 1 + LD_INFO.eps string_to_longdouble_inaccurate = (_o != np.longdouble(repr(_o))) del _o def test_scalar_extraction(): """Confirm that extracting a value doesn't convert to python float""" o = 1 + LD_INFO.eps a = np.array([o, o, o]) assert_equal(a[1], o) # Conversions string -> long double # 0.1 not exactly representable in base 2 floating point. repr_precision = len(repr(np.longdouble(0.1))) # +2 from macro block starting around line 842 in scalartypes.c.src. @pytest.mark.skipif(LD_INFO.precision + 2 >= repr_precision, reason="repr precision not enough to show eps") def test_repr_roundtrip(): # We will only see eps in repr if within printing precision. o = 1 + LD_INFO.eps assert_equal(np.longdouble(repr(o)), o, "repr was %s" % repr(o)) def test_unicode(): np.longdouble(u"1.2") def test_string(): np.longdouble("1.2") def test_bytes(): np.longdouble(b"1.2") @pytest.mark.skipif(string_to_longdouble_inaccurate, reason="Need strtold_l") def test_repr_roundtrip_bytes(): o = 1 + LD_INFO.eps assert_equal(np.longdouble(repr(o).encode("ascii")), o) def test_bogus_string(): assert_raises(ValueError, np.longdouble, "spam") assert_raises(ValueError, np.longdouble, "1.0 flub") @pytest.mark.skipif(string_to_longdouble_inaccurate, reason="Need strtold_l") def test_fromstring(): o = 1 + LD_INFO.eps s = (" " + repr(o))*5 a = np.array([o]*5) assert_equal(np.fromstring(s, sep=" ", dtype=np.longdouble), a, err_msg="reading '%s'" % s) def test_fromstring_bogus(): assert_equal(np.fromstring("1. 2. 3. flop 4.", dtype=float, sep=" "), np.array([1., 2., 3.])) def test_fromstring_empty(): assert_equal(np.fromstring("xxxxx", sep="x"), np.array([])) def test_fromstring_missing(): assert_equal(np.fromstring("1xx3x4x5x6", sep="x"), np.array([1])) class TestFileBased(object): ldbl = 1 + LD_INFO.eps tgt = np.array([ldbl]*5) out = ''.join([repr(t) + '\n' for t in tgt]) def test_fromfile_bogus(self): with temppath() as path: with open(path, 'wt') as f: f.write("1. 2. 3. flop 4.\n") res = np.fromfile(path, dtype=float, sep=" ") assert_equal(res, np.array([1., 2., 3.])) @pytest.mark.skipif(string_to_longdouble_inaccurate, reason="Need strtold_l") def test_fromfile(self): with temppath() as path: with open(path, 'wt') as f: f.write(self.out) res = np.fromfile(path, dtype=np.longdouble, sep="\n") assert_equal(res, self.tgt) @pytest.mark.skipif(string_to_longdouble_inaccurate, reason="Need strtold_l") def test_genfromtxt(self): with temppath() as path: with open(path, 'wt') as f: f.write(self.out) res = np.genfromtxt(path, dtype=np.longdouble) assert_equal(res, self.tgt) @pytest.mark.skipif(string_to_longdouble_inaccurate, reason="Need strtold_l") def test_loadtxt(self): with temppath() as path: with open(path, 'wt') as f: f.write(self.out) res = np.loadtxt(path, dtype=np.longdouble) assert_equal(res, self.tgt) @pytest.mark.skipif(string_to_longdouble_inaccurate, reason="Need strtold_l") def test_tofile_roundtrip(self): with temppath() as path: self.tgt.tofile(path, sep=" ") res = np.fromfile(path, dtype=np.longdouble, sep=" ") assert_equal(res, self.tgt) # Conversions long double -> string def test_repr_exact(): o = 1 + LD_INFO.eps assert_(repr(o) != '1') @pytest.mark.skipif(longdouble_longer_than_double, reason="BUG #2376") @pytest.mark.skipif(string_to_longdouble_inaccurate, reason="Need strtold_l") def test_format(): o = 1 + LD_INFO.eps assert_("{0:.40g}".format(o) != '1') @pytest.mark.skipif(longdouble_longer_than_double, reason="BUG #2376") @pytest.mark.skipif(string_to_longdouble_inaccurate, reason="Need strtold_l") def test_percent(): o = 1 + LD_INFO.eps assert_("%.40g" % o != '1') @pytest.mark.skipif(longdouble_longer_than_double, reason="array repr problem") @pytest.mark.skipif(string_to_longdouble_inaccurate, reason="Need strtold_l") def test_array_repr(): o = 1 + LD_INFO.eps a = np.array([o]) b = np.array([1], dtype=np.longdouble) if not np.all(a != b): raise ValueError("precision loss creating arrays") assert_(repr(a) != repr(b)) # # Locale tests: scalar types formatting should be independent of the locale # class TestCommaDecimalPointLocale(CommaDecimalPointLocale): def test_repr_roundtrip_foreign(self): o = 1.5 assert_equal(o, np.longdouble(repr(o))) def test_fromstring_foreign_repr(self): f = 1.234 a = np.fromstring(repr(f), dtype=float, sep=" ") assert_equal(a[0], f) def test_fromstring_best_effort_float(self): assert_equal(np.fromstring("1,234", dtype=float, sep=" "), np.array([1.])) def test_fromstring_best_effort(self): assert_equal(np.fromstring("1,234", dtype=np.longdouble, sep=" "), np.array([1.])) def test_fromstring_foreign(self): s = "1.234" a = np.fromstring(s, dtype=np.longdouble, sep=" ") assert_equal(a[0], np.longdouble(s)) def test_fromstring_foreign_sep(self): a = np.array([1, 2, 3, 4]) b = np.fromstring("1,2,3,4,", dtype=np.longdouble, sep=",") assert_array_equal(a, b) def test_fromstring_foreign_value(self): b = np.fromstring("1,234", dtype=np.longdouble, sep=" ") assert_array_equal(b[0], 1)