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1 | 1 | # -*- coding: utf-8 -*- |
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2 | 2 | """Test Parallel magics |
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3 | 3 | |
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4 | 4 | Authors: |
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5 | 5 | |
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6 | 6 | * Min RK |
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7 | 7 | """ |
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8 | 8 | #------------------------------------------------------------------------------- |
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9 | 9 | # Copyright (C) 2011 The IPython Development Team |
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10 | 10 | # |
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11 | 11 | # Distributed under the terms of the BSD License. The full license is in |
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12 | 12 | # the file COPYING, distributed as part of this software. |
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13 | 13 | #------------------------------------------------------------------------------- |
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14 | 14 | |
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15 | 15 | #------------------------------------------------------------------------------- |
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16 | 16 | # Imports |
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17 | 17 | #------------------------------------------------------------------------------- |
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18 | 18 | |
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19 | 19 | import re |
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20 | 20 | import sys |
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21 | 21 | import time |
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22 | 22 | |
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23 | 23 | import zmq |
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24 | 24 | from nose import SkipTest |
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25 | 25 | |
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26 | 26 | from IPython.testing import decorators as dec |
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27 | 27 | from IPython.testing.ipunittest import ParametricTestCase |
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28 | 28 | from IPython.utils.io import capture_output |
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29 | 29 | |
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30 | 30 | from IPython import parallel as pmod |
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31 | 31 | from IPython.parallel import error |
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32 | 32 | from IPython.parallel import AsyncResult |
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33 | 33 | from IPython.parallel.util import interactive |
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34 | 34 | |
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35 | 35 | from IPython.parallel.tests import add_engines |
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36 | 36 | |
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37 | 37 | from .clienttest import ClusterTestCase, generate_output |
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38 | 38 | |
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39 | 39 | def setup(): |
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40 | 40 | add_engines(3, total=True) |
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41 | 41 | |
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42 | 42 | class TestParallelMagics(ClusterTestCase, ParametricTestCase): |
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43 | 43 | |
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44 | 44 | def test_px_blocking(self): |
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45 | 45 | ip = get_ipython() |
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46 | 46 | v = self.client[-1:] |
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47 | 47 | v.activate() |
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48 | 48 | v.block=True |
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49 | 49 | |
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50 | 50 | ip.magic('px a=5') |
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51 | 51 | self.assertEquals(v['a'], [5]) |
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52 | 52 | ip.magic('px a=10') |
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53 | 53 | self.assertEquals(v['a'], [10]) |
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54 | 54 | # just 'print a' works ~99% of the time, but this ensures that |
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55 | 55 | # the stdout message has arrived when the result is finished: |
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56 | 56 | with capture_output() as io: |
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57 | 57 | ip.magic( |
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58 | 58 | 'px import sys,time;print(a);sys.stdout.flush();time.sleep(0.2)' |
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59 | 59 | ) |
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60 | 60 | out = io.stdout |
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61 | 61 | self.assertTrue('[stdout:' in out, out) |
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62 | 62 | self.assertFalse('\n\n' in out) |
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63 | 63 | self.assertTrue(out.rstrip().endswith('10')) |
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64 | 64 | self.assertRaisesRemote(ZeroDivisionError, ip.magic, 'px 1/0') |
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65 | 65 | |
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66 | 66 | def _check_generated_stderr(self, stderr, n): |
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67 | 67 | expected = [ |
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68 | 68 | r'\[stderr:\d+\]', |
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69 | 69 | '^stderr$', |
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70 | 70 | '^stderr2$', |
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71 | 71 | ] * n |
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72 | 72 | |
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73 | 73 | self.assertFalse('\n\n' in stderr, stderr) |
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74 | 74 | lines = stderr.splitlines() |
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75 | 75 | self.assertEquals(len(lines), len(expected), stderr) |
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76 | 76 | for line,expect in zip(lines, expected): |
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77 | 77 | if isinstance(expect, str): |
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78 | 78 | expect = [expect] |
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79 | 79 | for ex in expect: |
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80 | 80 | self.assertTrue(re.search(ex, line) is not None, "Expected %r in %r" % (ex, line)) |
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81 | 81 | |
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82 | 82 | def test_cellpx_block_args(self): |
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83 | 83 | """%%px --[no]block flags work""" |
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84 | 84 | ip = get_ipython() |
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85 | 85 | v = self.client[-1:] |
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86 | 86 | v.activate() |
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87 | 87 | v.block=False |
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88 | 88 | |
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89 | 89 | for block in (True, False): |
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90 | 90 | v.block = block |
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91 | 91 | |
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92 | 92 | with capture_output() as io: |
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93 | 93 | ip.run_cell_magic("px", "", "1") |
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94 | 94 | if block: |
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95 | 95 | self.assertTrue(io.stdout.startswith("Parallel"), io.stdout) |
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96 | 96 | else: |
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97 | 97 | self.assertTrue(io.stdout.startswith("Async"), io.stdout) |
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98 | 98 | |
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99 | 99 | with capture_output() as io: |
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100 | 100 | ip.run_cell_magic("px", "--block", "1") |
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101 | 101 | self.assertTrue(io.stdout.startswith("Parallel"), io.stdout) |
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102 | 102 | |
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103 | 103 | with capture_output() as io: |
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104 | 104 | ip.run_cell_magic("px", "--noblock", "1") |
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105 | 105 | self.assertTrue(io.stdout.startswith("Async"), io.stdout) |
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106 | 106 | |
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107 | 107 | def test_cellpx_groupby_engine(self): |
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108 | 108 | """%%px --group-outputs=engine""" |
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109 | 109 | ip = get_ipython() |
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110 | 110 | v = self.client[:] |
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111 | 111 | v.block = True |
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112 | 112 | v.activate() |
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113 | 113 | |
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114 | 114 | v['generate_output'] = generate_output |
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115 | 115 | |
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116 | 116 | with capture_output() as io: |
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117 | 117 | ip.run_cell_magic('px', '--group-outputs=engine', 'generate_output()') |
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118 | 118 | |
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119 | 119 | self.assertFalse('\n\n' in io.stdout) |
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120 | 120 | lines = io.stdout.splitlines()[1:] |
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121 | 121 | expected = [ |
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122 | 122 | r'\[stdout:\d+\]', |
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123 | 123 | 'stdout', |
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124 | 124 | 'stdout2', |
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125 | 125 | r'\[output:\d+\]', |
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126 | 126 | r'IPython\.core\.display\.HTML', |
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127 | 127 | r'IPython\.core\.display\.Math', |
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128 | 128 | r'Out\[\d+:\d+\]:.*IPython\.core\.display\.Math', |
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129 | 129 | ] * len(v) |
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130 | 130 | |
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131 | 131 | self.assertEquals(len(lines), len(expected), io.stdout) |
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132 | 132 | for line,expect in zip(lines, expected): |
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133 | 133 | if isinstance(expect, str): |
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134 | 134 | expect = [expect] |
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135 | 135 | for ex in expect: |
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136 | 136 | self.assertTrue(re.search(ex, line) is not None, "Expected %r in %r" % (ex, line)) |
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137 | 137 | |
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138 | 138 | self._check_generated_stderr(io.stderr, len(v)) |
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139 | 139 | |
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140 | 140 | |
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141 | 141 | def test_cellpx_groupby_order(self): |
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142 | 142 | """%%px --group-outputs=order""" |
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143 | 143 | ip = get_ipython() |
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144 | 144 | v = self.client[:] |
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145 | 145 | v.block = True |
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146 | 146 | v.activate() |
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147 | 147 | |
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148 | 148 | v['generate_output'] = generate_output |
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149 | 149 | |
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150 | 150 | with capture_output() as io: |
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151 | 151 | ip.run_cell_magic('px', '--group-outputs=order', 'generate_output()') |
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152 | 152 | |
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153 | 153 | self.assertFalse('\n\n' in io.stdout) |
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154 | 154 | lines = io.stdout.splitlines()[1:] |
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155 | 155 | expected = [] |
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156 | 156 | expected.extend([ |
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157 | 157 | r'\[stdout:\d+\]', |
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158 | 158 | 'stdout', |
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159 | 159 | 'stdout2', |
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160 | 160 | ] * len(v)) |
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161 | 161 | expected.extend([ |
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162 | 162 | r'\[output:\d+\]', |
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163 | 163 | 'IPython.core.display.HTML', |
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164 | 164 | ] * len(v)) |
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165 | 165 | expected.extend([ |
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166 | 166 | r'\[output:\d+\]', |
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167 | 167 | 'IPython.core.display.Math', |
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168 | 168 | ] * len(v)) |
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169 | 169 | expected.extend([ |
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170 | 170 | r'Out\[\d+:\d+\]:.*IPython\.core\.display\.Math' |
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171 | 171 | ] * len(v)) |
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172 | 172 | |
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173 | 173 | self.assertEquals(len(lines), len(expected), io.stdout) |
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174 | 174 | for line,expect in zip(lines, expected): |
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175 | 175 | if isinstance(expect, str): |
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176 | 176 | expect = [expect] |
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177 | 177 | for ex in expect: |
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178 | 178 | self.assertTrue(re.search(ex, line) is not None, "Expected %r in %r" % (ex, line)) |
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179 | 179 | |
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180 | 180 | self._check_generated_stderr(io.stderr, len(v)) |
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181 | 181 | |
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182 | 182 | def test_cellpx_groupby_type(self): |
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183 | 183 | """%%px --group-outputs=type""" |
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184 | 184 | ip = get_ipython() |
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185 | 185 | v = self.client[:] |
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186 | 186 | v.block = True |
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187 | 187 | v.activate() |
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188 | 188 | |
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189 | 189 | v['generate_output'] = generate_output |
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190 | 190 | |
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191 | 191 | with capture_output() as io: |
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192 | 192 | ip.run_cell_magic('px', '--group-outputs=type', 'generate_output()') |
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193 | 193 | |
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194 | 194 | self.assertFalse('\n\n' in io.stdout) |
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195 | 195 | lines = io.stdout.splitlines()[1:] |
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196 | 196 | |
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197 | 197 | expected = [] |
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198 | 198 | expected.extend([ |
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199 | 199 | r'\[stdout:\d+\]', |
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200 | 200 | 'stdout', |
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201 | 201 | 'stdout2', |
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202 | 202 | ] * len(v)) |
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203 | 203 | expected.extend([ |
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204 | 204 | r'\[output:\d+\]', |
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205 | 205 | r'IPython\.core\.display\.HTML', |
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206 | 206 | r'IPython\.core\.display\.Math', |
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207 | 207 | ] * len(v)) |
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208 | 208 | expected.extend([ |
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209 | 209 | (r'Out\[\d+:\d+\]', r'IPython\.core\.display\.Math') |
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210 | 210 | ] * len(v)) |
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211 | 211 | |
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212 | 212 | self.assertEquals(len(lines), len(expected), io.stdout) |
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213 | 213 | for line,expect in zip(lines, expected): |
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214 | 214 | if isinstance(expect, str): |
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215 | 215 | expect = [expect] |
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216 | 216 | for ex in expect: |
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217 | 217 | self.assertTrue(re.search(ex, line) is not None, "Expected %r in %r" % (ex, line)) |
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218 | 218 | |
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219 | 219 | self._check_generated_stderr(io.stderr, len(v)) |
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220 | 220 | |
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221 | 221 | |
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222 | 222 | def test_px_nonblocking(self): |
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223 | 223 | ip = get_ipython() |
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224 | 224 | v = self.client[-1:] |
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225 | 225 | v.activate() |
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226 | 226 | v.block=False |
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227 | 227 | |
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228 | 228 | ip.magic('px a=5') |
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229 | 229 | self.assertEquals(v['a'], [5]) |
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230 | 230 | ip.magic('px a=10') |
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231 | 231 | self.assertEquals(v['a'], [10]) |
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232 | 232 | with capture_output() as io: |
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233 | 233 | ar = ip.magic('px print (a)') |
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234 | 234 | self.assertTrue(isinstance(ar, AsyncResult)) |
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235 | 235 | self.assertTrue('Async' in io.stdout) |
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236 | 236 | self.assertFalse('[stdout:' in io.stdout) |
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237 | 237 | self.assertFalse('\n\n' in io.stdout) |
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238 | 238 | |
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239 | 239 | ar = ip.magic('px 1/0') |
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240 | 240 | self.assertRaisesRemote(ZeroDivisionError, ar.get) |
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241 | 241 | |
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242 | 242 | def test_autopx_blocking(self): |
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243 | 243 | ip = get_ipython() |
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244 | 244 | v = self.client[-1] |
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245 | 245 | v.activate() |
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246 | 246 | v.block=True |
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247 | 247 | |
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248 | 248 | with capture_output() as io: |
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249 | 249 | ip.magic('autopx') |
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250 | 250 | ip.run_cell('\n'.join(('a=5','b=12345','c=0'))) |
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251 | 251 | ip.run_cell('b*=2') |
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252 | 252 | ip.run_cell('print (b)') |
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253 | 253 | ip.run_cell('b') |
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254 | 254 | ip.run_cell("b/c") |
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255 | 255 | ip.magic('autopx') |
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256 | 256 | |
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257 | 257 | output = io.stdout |
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258 | 258 | |
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259 | 259 | self.assertTrue(output.startswith('%autopx enabled'), output) |
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260 | 260 | self.assertTrue(output.rstrip().endswith('%autopx disabled'), output) |
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261 |
self.assertTrue(' |
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261 | self.assertTrue('ZeroDivisionError' in output, output) | |
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262 | 262 | self.assertTrue('\nOut[' in output, output) |
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263 | 263 | self.assertTrue(': 24690' in output, output) |
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264 | 264 | ar = v.get_result(-1) |
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265 | 265 | self.assertEquals(v['a'], 5) |
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266 | 266 | self.assertEquals(v['b'], 24690) |
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267 | 267 | self.assertRaisesRemote(ZeroDivisionError, ar.get) |
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268 | 268 | |
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269 | 269 | def test_autopx_nonblocking(self): |
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270 | 270 | ip = get_ipython() |
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271 | 271 | v = self.client[-1] |
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272 | 272 | v.activate() |
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273 | 273 | v.block=False |
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274 | 274 | |
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275 | 275 | with capture_output() as io: |
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276 | 276 | ip.magic('autopx') |
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277 | 277 | ip.run_cell('\n'.join(('a=5','b=10','c=0'))) |
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278 | 278 | ip.run_cell('print (b)') |
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279 | 279 | ip.run_cell('import time; time.sleep(0.1)') |
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280 | 280 | ip.run_cell("b/c") |
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281 | 281 | ip.run_cell('b*=2') |
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282 | 282 | ip.magic('autopx') |
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283 | 283 | |
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284 | 284 | output = io.stdout.rstrip() |
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285 | 285 | |
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286 | 286 | self.assertTrue(output.startswith('%autopx enabled')) |
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287 | 287 | self.assertTrue(output.endswith('%autopx disabled')) |
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288 | 288 | self.assertFalse('ZeroDivisionError' in output) |
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289 | 289 | ar = v.get_result(-2) |
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290 | 290 | self.assertRaisesRemote(ZeroDivisionError, ar.get) |
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291 | 291 | # prevent TaskAborted on pulls, due to ZeroDivisionError |
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292 | 292 | time.sleep(0.5) |
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293 | 293 | self.assertEquals(v['a'], 5) |
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294 | 294 | # b*=2 will not fire, due to abort |
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295 | 295 | self.assertEquals(v['b'], 10) |
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296 | 296 | |
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297 | 297 | def test_result(self): |
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298 | 298 | ip = get_ipython() |
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299 | 299 | v = self.client[-1] |
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300 | 300 | v.activate() |
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301 | 301 | data = dict(a=111,b=222) |
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302 | 302 | v.push(data, block=True) |
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303 | 303 | |
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304 | 304 | ip.magic('px a') |
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305 | 305 | ip.magic('px b') |
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306 | 306 | for idx, name in [ |
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307 | 307 | ('', 'b'), |
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308 | 308 | ('-1', 'b'), |
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309 | 309 | ('2', 'b'), |
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310 | 310 | ('1', 'a'), |
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311 | 311 | ('-2', 'a'), |
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312 | 312 | ]: |
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313 | 313 | with capture_output() as io: |
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314 | 314 | ip.magic('result ' + idx) |
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315 | 315 | output = io.stdout |
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316 | 316 | msg = "expected %s output to include %s, but got: %s" % \ |
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317 | 317 | ('%result '+idx, str(data[name]), output) |
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318 | 318 | self.assertTrue(str(data[name]) in output, msg) |
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319 | 319 | |
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320 | 320 | @dec.skipif_not_matplotlib |
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321 | 321 | def test_px_pylab(self): |
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322 | 322 | """%pylab works on engines""" |
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323 | 323 | ip = get_ipython() |
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324 | 324 | v = self.client[-1] |
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325 | 325 | v.block = True |
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326 | 326 | v.activate() |
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327 | 327 | |
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328 | 328 | with capture_output() as io: |
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329 | 329 | ip.magic("px %pylab inline") |
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330 | 330 | |
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331 | 331 | self.assertTrue("Welcome to pylab" in io.stdout, io.stdout) |
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332 | 332 | self.assertTrue("backend_inline" in io.stdout, io.stdout) |
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333 | 333 | |
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334 | 334 | with capture_output() as io: |
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335 | 335 | ip.magic("px plot(rand(100))") |
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336 | 336 | |
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337 | 337 | self.assertTrue('Out[' in io.stdout, io.stdout) |
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338 | 338 | self.assertTrue('matplotlib.lines' in io.stdout, io.stdout) |
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339 | 339 | |
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340 | 340 |
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