How to use is_bool method in pandera

Best Python code snippet using pandera_python

istypes_test.py

Source:istypes_test.py

...78    79        80class Test_is_bool:81    def test_int(self):82        assert not am.tools.is_bool(1)83        84    def test_long(self):85        assert not am.tools.is_bool(1L)86    def test_int_list(self):87        assert not am.tools.is_bool([1])88               89    def test_np_int32(self):90        assert not am.tools.is_bool(np.array(1, dtype='int32'))91        92    def test_np_int64(self):93        assert not am.tools.is_bool(np.array(1, dtype='int64'))94        95    def test_np_int64_list(self):96        assert not am.tools.is_bool(np.array([1], dtype='int64'))97        98    def test_bool(self):99        assert am.tools.is_bool(True)100        101    def test_bool_list(self):102        assert not am.tools.is_bool([True])103    def test_np_bool(self):104        assert am.tools.is_bool(np.array(False))105        106    def test_np_bool_list(self):107        assert not am.tools.is_bool(np.array([False]))108              109    def test_float(self):110        assert not am.tools.is_bool(1.0)111        112    def test_float_list(self):113        assert not am.tools.is_bool([1.0])114    def test_np_float(self):115        assert not am.tools.is_bool(np.array(1.0, dtype='float64'))116        117    def test_np_float_list(self):118        assert not am.tools.is_bool(np.array([1.0], dtype='float64'))119        120    def test_str(self):121        assert not am.tools.is_bool('1')122        123    def test_np_str(self):124        assert not am.tools.is_bool(np.array('1'))     125class Test_is_dtype_bool:126    def test_int(self):127        value = np.array(52, dtype=int)128        assert not am.tools.is_dtype_bool(value.dtype)129    def test_long(self):130        value = np.array(52, dtype=long)131        assert not am.tools.is_dtype_bool(value.dtype)132        133    def test_int32(self):134        value = np.array(52, dtype='int32')135        assert not am.tools.is_dtype_bool(value.dtype)136    def test_int64(self):137        value = np.array(52, dtype='int64')138        assert not am.tools.is_dtype_bool(value.dtype)...

sensor_bayer_pattern.py

Source:sensor_bayer_pattern.py

1from collections import namedtuple2import numpy as np3"""4RGGB5"""6BAYER_RGGB_CHANNEL_LOC_MAP = {7    'r': (0, 0),8    'g1': (0, 1),9    'g2': (1, 0),10    'b': (1, 1)11}12def generate_rggb_pattern_map(height, width, channel, is_bool=False):13    assert channel == 'r' or channel == 'g1' or channel == 'g2' or channel == 'b', \14        "Invalid RGGB Bayer channel. The `channel` must be in one of {r, g1, g2, b}."15    period_length = 216    start_row, start_col = BAYER_RGGB_CHANNEL_LOC_MAP[channel]17    map = np.zeros((height, width), dtype=np.bool if is_bool else np.float32)18    for row in range(height):19        if row % period_length == start_row:20            for col in range(width):21                if col % period_length == start_col:22                    map[row][col] = True if is_bool else 123    return map24BayerPatternMask = namedtuple('BayerPattern', ['r', 'g1', 'g2', 'b'])25def get_square_bayer_rggb_pattern_map(resolution, is_bool=False):26    return BayerPatternMask(r=generate_rggb_pattern_map(resolution, resolution, 'r', is_bool=is_bool),27                            g1=generate_rggb_pattern_map(resolution, resolution, 'g1', is_bool=is_bool),28                            g2=generate_rggb_pattern_map(resolution, resolution, 'g2', is_bool=is_bool),29                            b=generate_rggb_pattern_map(resolution, resolution, 'b', is_bool=is_bool))30# RGGB_BAYER_PATTERN_MASK_PRELOAD_RESOLUTIONS = [256, 512, 768, 1024]31RGGB_BAYER_PATTERN_MASK_PRELOAD_RESOLUTIONS = [1024]32RGGB_BAYER_PATTERN_MASK = {}33RGGB_BAYER_PATTERN_BOOLEAN_MASK = {}34for resolution in RGGB_BAYER_PATTERN_MASK_PRELOAD_RESOLUTIONS:35    RGGB_BAYER_PATTERN_MASK[resolution] = get_square_bayer_rggb_pattern_map(resolution, False)36    RGGB_BAYER_PATTERN_BOOLEAN_MASK[resolution] = get_square_bayer_rggb_pattern_map(resolution, True)37# test case only38# if __name__ == "__main__":39#     # print(RGGB_BAYER_PATTERN_MASK_256)40#     for i in range(0, 1024, 256):41#         for j in range(0, 1024, 256):42#             print("cropped_%d_%d = dataset_1024.map(lambda _img: safe_crop_to_bounding_box(_img, %d, %d, 256, 256))" % (...

bool.py

Source:bool.py

1# In The Name Of God2# ========================================3# [] File Name : bool.py4#5# [] Creation Date : 12-08-20176#7# [] Created By : Parham Alvani (parham.alvani@gmail.com)8# =======================================9class IsBool:10    def __init__(self, age):11        self.age = age12    def __bool__(self):13        return self.age > 2014is_bool = IsBool(23)15if bool(is_bool) is True:16    print("is_bool.age > 20")17else:18    print("is_bool.age <= 20")19if is_bool:20    print("is_bool.age > 20")21else:22    print("is_bool.age <= 20")...

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