Python numpy.typeDict() Examples

The following are 30 code examples for showing how to use numpy.typeDict(). These examples are extracted from open source projects. You can vote up the ones you like or vote down the ones you don't like, and go to the original project or source file by following the links above each example.

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Example 1
Project: lambda-packs   Author: ryfeus   File: _ni_support.py    License: MIT License 6 votes vote down vote up 
def _get_output(output, input, shape=None):
    if shape is None:
        shape = input.shape
    if output is None:
        output = numpy.zeros(shape, dtype=input.dtype.name)
        return_value = output
    elif type(output) in [type(type), type(numpy.zeros((4,)).dtype)]:
        output = numpy.zeros(shape, dtype=output)
        return_value = output
    elif type(output) in string_types:
        output = numpy.typeDict[output]
        output = numpy.zeros(shape, dtype=output)
        return_value = output
    else:
        if output.shape != shape:
            raise RuntimeError("output shape not correct")
        return_value = None
    return output, return_value
Example 2
Project: Computable   Author: ktraunmueller   File: _ni_support.py    License: MIT License 6 votes vote down vote up 
def _get_output(output, input, shape=None):
    if shape is None:
        shape = input.shape
    if output is None:
        output = numpy.zeros(shape, dtype=input.dtype.name)
        return_value = output
    elif type(output) in [type(type), type(numpy.zeros((4,)).dtype)]:
        output = numpy.zeros(shape, dtype=output)
        return_value = output
    elif type(output) in string_types:
        output = numpy.typeDict[output]
        output = numpy.zeros(shape, dtype=output)
        return_value = output
    else:
        if output.shape != shape:
            raise RuntimeError("output shape not correct")
        return_value = None
    return output, return_value
Example 3
Project: Splunking-Crime   Author: nccgroup   File: _ni_support.py    License: GNU Affero General Public License v3.0 6 votes vote down vote up 
def _get_output(output, input, shape=None):
    if shape is None:
        shape = input.shape
    if output is None:
        output = numpy.zeros(shape, dtype=input.dtype.name)
        return_value = output
    elif type(output) in [type(type), type(numpy.zeros((4,)).dtype)]:
        output = numpy.zeros(shape, dtype=output)
        return_value = output
    elif type(output) in string_types:
        output = numpy.typeDict[output]
        output = numpy.zeros(shape, dtype=output)
        return_value = output
    else:
        if output.shape != shape:
            raise RuntimeError("output shape not correct")
        return_value = None
    return output, return_value
Example 4
Project: MouseTracks   Author: Peter92   File: _ni_support.py    License: GNU General Public License v3.0 6 votes vote down vote up 
def _get_output(output, input, shape=None):
    
    if shape is None:
        shape = input.shape
    if output is None:
        output = numpy.zeros(shape, dtype=input.dtype.name)
        return_value = output
    elif type(output) in [type(type), type(numpy.zeros((4,)).dtype)]:
        output = numpy.zeros(shape, dtype=output)
        return_value = output
    elif type(output) == STRING_TYPE:
        output = numpy.typeDict[output]
        output = numpy.zeros(shape, dtype=output)
        return_value = output
    else:
        if output.shape != shape:
            raise RuntimeError("output shape not correct")
        return_value = None
    return output, return_value
Example 5
Project: me-ica   Author: ME-ICA   File: parrec.py    License: GNU Lesser General Public License v2.1 5 votes vote down vote up 
def __init__(self, info, image_defs):
        """
        Parameters
        ----------
        info : dict
          "General information" from the PAR file (as returned by
          `parse_PAR_header()`).
        image_defs : array
          Structured array with image definitions from the PAR file (as returned
          by `parse_PAR_header()`).
        """
        self.general_info = info
        self.image_defs = image_defs
        self._slice_orientation = None

        # charge with basic properties to be able to use base class
        # functionality
        # dtype
        dtype = np.typeDict[
                    'int'
                    + str(self._get_unique_image_prop('image pixel size')[0])]
        Header.__init__(self,
                        data_dtype=dtype,
                        shape=self.get_data_shape_in_file(),
                        zooms=self._get_zooms()
                       )
Example 6
Project: recruit   Author: Frank-qlu   File: test_scalarmath.py    License: Apache License 2.0 5 votes vote down vote up 
def test_iinfo_long_values(self):
        for code in 'bBhH':
            res = np.array(np.iinfo(code).max + 1, dtype=code)
            tgt = np.iinfo(code).min
            assert_(res == tgt)

        for code in np.typecodes['AllInteger']:
            res = np.array(np.iinfo(code).max, dtype=code)
            tgt = np.iinfo(code).max
            assert_(res == tgt)

        for code in np.typecodes['AllInteger']:
            res = np.typeDict[code](np.iinfo(code).max)
            tgt = np.iinfo(code).max
            assert_(res == tgt)
Example 7
Project: recruit   Author: Frank-qlu   File: test_scalarmath.py    License: Apache License 2.0 5 votes vote down vote up 
def test_int_raise_behaviour(self):
        def overflow_error_func(dtype):
            np.typeDict[dtype](np.iinfo(dtype).max + 1)

        for code in 'lLqQ':
            assert_raises(OverflowError, overflow_error_func, code)
Example 8
Project: recruit   Author: Frank-qlu   File: packers.py    License: Apache License 2.0 5 votes vote down vote up 
def dtype_for(t):
    """ return my dtype mapping, whether number or name """
    if t in dtype_dict:
        return dtype_dict[t]
    return np.typeDict.get(t, t)
Example 9
Project: recruit   Author: Frank-qlu   File: packers.py    License: Apache License 2.0 5 votes vote down vote up 
def c2f(r, i, ctype_name):
    """
    Convert strings to complex number instance with specified numpy type.
    """

    ftype = c2f_dict[ctype_name]
    return np.typeDict[ctype_name](ftype(r) + 1j * ftype(i))
Example 10
Project: auto-alt-text-lambda-api   Author: abhisuri97   File: test_scalarmath.py    License: MIT License 5 votes vote down vote up 
def test_iinfo_long_values(self):
        for code in 'bBhH':
            res = np.array(np.iinfo(code).max + 1, dtype=code)
            tgt = np.iinfo(code).min
            assert_(res == tgt)

        for code in np.typecodes['AllInteger']:
            res = np.array(np.iinfo(code).max, dtype=code)
            tgt = np.iinfo(code).max
            assert_(res == tgt)

        for code in np.typecodes['AllInteger']:
            res = np.typeDict[code](np.iinfo(code).max)
            tgt = np.iinfo(code).max
            assert_(res == tgt)
Example 11
Project: auto-alt-text-lambda-api   Author: abhisuri97   File: test_scalarmath.py    License: MIT License 5 votes vote down vote up 
def test_int_raise_behaviour(self):
        def overflow_error_func(dtype):
            np.typeDict[dtype](np.iinfo(dtype).max + 1)

        for code in 'lLqQ':
            assert_raises(OverflowError, overflow_error_func, code)
Example 12
Project: vnpy_crypto   Author: birforce   File: test_scalarmath.py    License: MIT License 5 votes vote down vote up 
def test_iinfo_long_values(self):
        for code in 'bBhH':
            res = np.array(np.iinfo(code).max + 1, dtype=code)
            tgt = np.iinfo(code).min
            assert_(res == tgt)

        for code in np.typecodes['AllInteger']:
            res = np.array(np.iinfo(code).max, dtype=code)
            tgt = np.iinfo(code).max
            assert_(res == tgt)

        for code in np.typecodes['AllInteger']:
            res = np.typeDict[code](np.iinfo(code).max)
            tgt = np.iinfo(code).max
            assert_(res == tgt)
Example 13
Project: vnpy_crypto   Author: birforce   File: test_scalarmath.py    License: MIT License 5 votes vote down vote up 
def test_int_raise_behaviour(self):
        def overflow_error_func(dtype):
            np.typeDict[dtype](np.iinfo(dtype).max + 1)

        for code in 'lLqQ':
            assert_raises(OverflowError, overflow_error_func, code)
Example 14
Project: vnpy_crypto   Author: birforce   File: packers.py    License: MIT License 5 votes vote down vote up 
def dtype_for(t):
    """ return my dtype mapping, whether number or name """
    if t in dtype_dict:
        return dtype_dict[t]
    return np.typeDict.get(t, t)
Example 15
Project: vnpy_crypto   Author: birforce   File: packers.py    License: MIT License 5 votes vote down vote up 
def c2f(r, i, ctype_name):
    """
    Convert strings to complex number instance with specified numpy type.
    """

    ftype = c2f_dict[ctype_name]
    return np.typeDict[ctype_name](ftype(r) + 1j * ftype(i))
Example 16
Project: Computable   Author: ktraunmueller   File: packers.py    License: MIT License 5 votes vote down vote up 
def dtype_for(t):
    if t in dtype_dict:
        return dtype_dict[t]
    return np.typeDict[t]
Example 17
Project: Computable   Author: ktraunmueller   File: packers.py    License: MIT License 5 votes vote down vote up 
def c2f(r, i, ctype_name):
    """
    Convert strings to complex number instance with specified numpy type.
    """

    ftype = c2f_dict[ctype_name]
    return np.typeDict[ctype_name](ftype(r) + 1j * ftype(i))
Example 18
Project: Computable   Author: ktraunmueller   File: test_base.py    License: MIT License 5 votes vote down vote up 
def test_rmul_scalar(self):
        def check(dtype):
            dat = self.dat_dtypes[dtype]
            datsp = self.datsp_dtypes[dtype]

            assert_array_equal(2*dat,(2*datsp).todense())
            assert_array_equal(17.3*dat,(17.3*datsp).todense())

        for dtype in self.checked_dtypes:
            fails = ((dtype == np.typeDict['int']) and
                    (self.__class__ == TestLIL or
                     self.__class__ == TestDOK))
            msg = "LIL and DOK type's __rmul__ method has problems with int data."
            yield dec.knownfailureif(fails, msg)(check), dtype
Example 19
Project: Mastering-Elasticsearch-7.0   Author: PacktPublishing   File: test_scalarmath.py    License: MIT License 5 votes vote down vote up 
def test_iinfo_long_values(self):
        for code in 'bBhH':
            res = np.array(np.iinfo(code).max + 1, dtype=code)
            tgt = np.iinfo(code).min
            assert_(res == tgt)

        for code in np.typecodes['AllInteger']:
            res = np.array(np.iinfo(code).max, dtype=code)
            tgt = np.iinfo(code).max
            assert_(res == tgt)

        for code in np.typecodes['AllInteger']:
            res = np.typeDict[code](np.iinfo(code).max)
            tgt = np.iinfo(code).max
            assert_(res == tgt)
Example 20
Project: Mastering-Elasticsearch-7.0   Author: PacktPublishing   File: test_scalarmath.py    License: MIT License 5 votes vote down vote up 
def test_int_raise_behaviour(self):
        def overflow_error_func(dtype):
            np.typeDict[dtype](np.iinfo(dtype).max + 1)

        for code in 'lLqQ':
            assert_raises(OverflowError, overflow_error_func, code)
Example 21
Project: GraphicDesignPatternByPython   Author: Relph1119   File: test_scalarmath.py    License: MIT License 5 votes vote down vote up 
def test_iinfo_long_values(self):
        for code in 'bBhH':
            res = np.array(np.iinfo(code).max + 1, dtype=code)
            tgt = np.iinfo(code).min
            assert_(res == tgt)

        for code in np.typecodes['AllInteger']:
            res = np.array(np.iinfo(code).max, dtype=code)
            tgt = np.iinfo(code).max
            assert_(res == tgt)

        for code in np.typecodes['AllInteger']:
            res = np.typeDict[code](np.iinfo(code).max)
            tgt = np.iinfo(code).max
            assert_(res == tgt)
Example 22
Project: GraphicDesignPatternByPython   Author: Relph1119   File: test_scalarmath.py    License: MIT License 5 votes vote down vote up 
def test_int_raise_behaviour(self):
        def overflow_error_func(dtype):
            np.typeDict[dtype](np.iinfo(dtype).max + 1)

        for code in 'lLqQ':
            assert_raises(OverflowError, overflow_error_func, code)
Example 23
Project: GraphicDesignPatternByPython   Author: Relph1119   File: _ni_support.py    License: MIT License 5 votes vote down vote up 
def _get_output(output, input, shape=None):
    if shape is None:
        shape = input.shape
    if output is None:
        output = numpy.zeros(shape, dtype=input.dtype.name)
    elif type(output) in [type(type), type(numpy.zeros((4,)).dtype)]:
        output = numpy.zeros(shape, dtype=output)
    elif type(output) in string_types:
        output = numpy.typeDict[output]
        output = numpy.zeros(shape, dtype=output)
    elif output.shape != shape:
        raise RuntimeError("output shape not correct")
    return output
Example 24
Project: predictive-maintenance-using-machine-learning   Author: awslabs   File: test_scalarmath.py    License: Apache License 2.0 5 votes vote down vote up 
def test_iinfo_long_values(self):
        for code in 'bBhH':
            res = np.array(np.iinfo(code).max + 1, dtype=code)
            tgt = np.iinfo(code).min
            assert_(res == tgt)

        for code in np.typecodes['AllInteger']:
            res = np.array(np.iinfo(code).max, dtype=code)
            tgt = np.iinfo(code).max
            assert_(res == tgt)

        for code in np.typecodes['AllInteger']:
            res = np.typeDict[code](np.iinfo(code).max)
            tgt = np.iinfo(code).max
            assert_(res == tgt)
Example 25
Project: predictive-maintenance-using-machine-learning   Author: awslabs   File: test_scalarmath.py    License: Apache License 2.0 5 votes vote down vote up 
def test_int_raise_behaviour(self):
        def overflow_error_func(dtype):
            np.typeDict[dtype](np.iinfo(dtype).max + 1)

        for code in 'lLqQ':
            assert_raises(OverflowError, overflow_error_func, code)
Example 26
Project: predictive-maintenance-using-machine-learning   Author: awslabs   File: packers.py    License: Apache License 2.0 5 votes vote down vote up 
def dtype_for(t):
    """ return my dtype mapping, whether number or name """
    if t in dtype_dict:
        return dtype_dict[t]
    return np.typeDict.get(t, t)
Example 27
Project: predictive-maintenance-using-machine-learning   Author: awslabs   File: packers.py    License: Apache License 2.0 5 votes vote down vote up 
def c2f(r, i, ctype_name):
    """
    Convert strings to complex number instance with specified numpy type.
    """

    ftype = c2f_dict[ctype_name]
    return np.typeDict[ctype_name](ftype(r) + 1j * ftype(i))
Example 28
Project: pySINDy   Author: luckystarufo   File: test_scalarmath.py    License: MIT License 5 votes vote down vote up 
def test_iinfo_long_values(self):
        for code in 'bBhH':
            res = np.array(np.iinfo(code).max + 1, dtype=code)
            tgt = np.iinfo(code).min
            assert_(res == tgt)

        for code in np.typecodes['AllInteger']:
            res = np.array(np.iinfo(code).max, dtype=code)
            tgt = np.iinfo(code).max
            assert_(res == tgt)

        for code in np.typecodes['AllInteger']:
            res = np.typeDict[code](np.iinfo(code).max)
            tgt = np.iinfo(code).max
            assert_(res == tgt)
Example 29
Project: pySINDy   Author: luckystarufo   File: test_scalarmath.py    License: MIT License 5 votes vote down vote up 
def test_int_raise_behaviour(self):
        def overflow_error_func(dtype):
            np.typeDict[dtype](np.iinfo(dtype).max + 1)

        for code in 'lLqQ':
            assert_raises(OverflowError, overflow_error_func, code)
Example 30
Project: mxnet-lambda   Author: awslabs   File: test_scalarmath.py    License: Apache License 2.0 5 votes vote down vote up 
def test_iinfo_long_values(self):
        for code in 'bBhH':
            res = np.array(np.iinfo(code).max + 1, dtype=code)
            tgt = np.iinfo(code).min
            assert_(res == tgt)

        for code in np.typecodes['AllInteger']:
            res = np.array(np.iinfo(code).max, dtype=code)
            tgt = np.iinfo(code).max
            assert_(res == tgt)

        for code in np.typecodes['AllInteger']:
            res = np.typeDict[code](np.iinfo(code).max)
            tgt = np.iinfo(code).max
            assert_(res == tgt)