How to use is_bool method in pandera

Best Python code snippet using pandera_python

istypes_test.py

Source: istypes_test.py Github

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...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)...

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sensor_bayer_pattern.py

Source: sensor_bayer_pattern.py Github

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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))" % (...

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bool.py

Source: bool.py Github

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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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