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@@ -1,385 +1,380 | |||
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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.assertEqual(v['a'], [5]) |
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52 | 52 | ip.magic('px a=10') |
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53 | 53 | self.assertEqual(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 |
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61 |
self.assert |
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62 | self.assertFalse('\n\n' in out) | |
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63 | self.assertTrue(out.rstrip().endswith('10')) | |
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60 | self.assertIn('[stdout:', io.stdout) | |
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61 | self.assertNotIn('\n\n', io.stdout) | |
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62 | assert io.stdout.rstrip().endswith('10') | |
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64 | 63 | self.assertRaisesRemote(ZeroDivisionError, ip.magic, 'px 1/0') |
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65 | 64 | |
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66 | 65 | def _check_generated_stderr(self, stderr, n): |
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67 | 66 | expected = [ |
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68 | 67 | r'\[stderr:\d+\]', |
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69 | 68 | '^stderr$', |
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70 | 69 | '^stderr2$', |
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71 | 70 | ] * n |
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72 | 71 | |
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73 | 72 | self.assertFalse('\n\n' in stderr, stderr) |
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74 | 73 | lines = stderr.splitlines() |
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75 | 74 | self.assertEqual(len(lines), len(expected), stderr) |
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76 | 75 | for line,expect in zip(lines, expected): |
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77 | 76 | if isinstance(expect, str): |
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78 | 77 | expect = [expect] |
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79 | 78 | for ex in expect: |
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80 | 79 | self.assertTrue(re.search(ex, line) is not None, "Expected %r in %r" % (ex, line)) |
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81 | 80 | |
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82 | 81 | def test_cellpx_block_args(self): |
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83 | 82 | """%%px --[no]block flags work""" |
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84 | 83 | ip = get_ipython() |
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85 | 84 | v = self.client[-1:] |
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86 | 85 | v.activate() |
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87 | 86 | v.block=False |
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88 | 87 | |
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89 | 88 | for block in (True, False): |
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90 | 89 | v.block = block |
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91 | 90 | ip.magic("pxconfig --verbose") |
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92 | with capture_output() as io: | |
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91 | with capture_output(display=False) as io: | |
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93 | 92 | ip.run_cell_magic("px", "", "1") |
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94 | 93 | if block: |
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95 |
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94 | assert io.stdout.startswith("Parallel"), io.stdout | |
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96 | 95 | else: |
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97 |
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96 | assert io.stdout.startswith("Async"), io.stdout | |
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98 | 97 | |
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99 | with capture_output() as io: | |
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98 | with capture_output(display=False) as io: | |
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100 | 99 | ip.run_cell_magic("px", "--block", "1") |
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101 |
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100 | assert io.stdout.startswith("Parallel"), io.stdout | |
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102 | 101 | |
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103 | with capture_output() as io: | |
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102 | with capture_output(display=False) as io: | |
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104 | 103 | ip.run_cell_magic("px", "--noblock", "1") |
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105 |
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104 | assert io.stdout.startswith("Async"), io.stdout | |
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106 | 105 | |
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107 | 106 | def test_cellpx_groupby_engine(self): |
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108 | 107 | """%%px --group-outputs=engine""" |
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109 | 108 | ip = get_ipython() |
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110 | 109 | v = self.client[:] |
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111 | 110 | v.block = True |
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112 | 111 | v.activate() |
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113 | 112 | |
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114 | 113 | v['generate_output'] = generate_output |
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115 | 114 | |
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116 | with capture_output() as io: | |
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115 | with capture_output(display=False) as io: | |
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117 | 116 | ip.run_cell_magic('px', '--group-outputs=engine', 'generate_output()') |
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118 | 117 | |
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119 |
self.assert |
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118 | self.assertNotIn('\n\n', io.stdout) | |
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120 | 119 | lines = io.stdout.splitlines() |
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121 | 120 | expected = [ |
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122 | 121 | r'\[stdout:\d+\]', |
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123 | 122 | 'stdout', |
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124 | 123 | 'stdout2', |
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125 | 124 | r'\[output:\d+\]', |
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126 | 125 | r'IPython\.core\.display\.HTML', |
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127 | 126 | r'IPython\.core\.display\.Math', |
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128 | 127 | r'Out\[\d+:\d+\]:.*IPython\.core\.display\.Math', |
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129 | 128 | ] * len(v) |
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130 | 129 | |
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131 | 130 | self.assertEqual(len(lines), len(expected), io.stdout) |
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132 | 131 | for line,expect in zip(lines, expected): |
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133 | 132 | if isinstance(expect, str): |
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134 | 133 | expect = [expect] |
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135 | 134 | for ex in expect: |
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136 | 135 | self.assertTrue(re.search(ex, line) is not None, "Expected %r in %r" % (ex, line)) |
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137 | 136 | |
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138 | 137 | self._check_generated_stderr(io.stderr, len(v)) |
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139 | 138 | |
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140 | 139 | |
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141 | 140 | def test_cellpx_groupby_order(self): |
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142 | 141 | """%%px --group-outputs=order""" |
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143 | 142 | ip = get_ipython() |
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144 | 143 | v = self.client[:] |
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145 | 144 | v.block = True |
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146 | 145 | v.activate() |
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147 | 146 | |
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148 | 147 | v['generate_output'] = generate_output |
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149 | 148 | |
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150 | with capture_output() as io: | |
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149 | with capture_output(display=False) as io: | |
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151 | 150 | ip.run_cell_magic('px', '--group-outputs=order', 'generate_output()') |
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152 | 151 | |
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153 |
self.assert |
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152 | self.assertNotIn('\n\n', io.stdout) | |
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154 | 153 | lines = io.stdout.splitlines() |
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155 | 154 | expected = [] |
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156 | 155 | expected.extend([ |
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157 | 156 | r'\[stdout:\d+\]', |
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158 | 157 | 'stdout', |
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159 | 158 | 'stdout2', |
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160 | 159 | ] * len(v)) |
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161 | 160 | expected.extend([ |
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162 | 161 | r'\[output:\d+\]', |
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163 | 162 | 'IPython.core.display.HTML', |
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164 | 163 | ] * len(v)) |
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165 | 164 | expected.extend([ |
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166 | 165 | r'\[output:\d+\]', |
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167 | 166 | 'IPython.core.display.Math', |
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168 | 167 | ] * len(v)) |
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169 | 168 | expected.extend([ |
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170 | 169 | r'Out\[\d+:\d+\]:.*IPython\.core\.display\.Math' |
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171 | 170 | ] * len(v)) |
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172 | 171 | |
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173 | 172 | self.assertEqual(len(lines), len(expected), io.stdout) |
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174 | 173 | for line,expect in zip(lines, expected): |
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175 | 174 | if isinstance(expect, str): |
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176 | 175 | expect = [expect] |
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177 | 176 | for ex in expect: |
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178 | 177 | self.assertTrue(re.search(ex, line) is not None, "Expected %r in %r" % (ex, line)) |
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179 | 178 | |
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180 | 179 | self._check_generated_stderr(io.stderr, len(v)) |
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181 | 180 | |
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182 | 181 | def test_cellpx_groupby_type(self): |
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183 | 182 | """%%px --group-outputs=type""" |
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184 | 183 | ip = get_ipython() |
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185 | 184 | v = self.client[:] |
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186 | 185 | v.block = True |
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187 | 186 | v.activate() |
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188 | 187 | |
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189 | 188 | v['generate_output'] = generate_output |
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190 | 189 | |
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191 | with capture_output() as io: | |
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190 | with capture_output(display=False) as io: | |
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192 | 191 | ip.run_cell_magic('px', '--group-outputs=type', 'generate_output()') |
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193 | 192 | |
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194 |
self.assert |
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193 | self.assertNotIn('\n\n', io.stdout) | |
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195 | 194 | lines = io.stdout.splitlines() |
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196 | 195 | |
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197 | 196 | expected = [] |
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198 | 197 | expected.extend([ |
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199 | 198 | r'\[stdout:\d+\]', |
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200 | 199 | 'stdout', |
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201 | 200 | 'stdout2', |
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202 | 201 | ] * len(v)) |
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203 | 202 | expected.extend([ |
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204 | 203 | r'\[output:\d+\]', |
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205 | 204 | r'IPython\.core\.display\.HTML', |
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206 | 205 | r'IPython\.core\.display\.Math', |
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207 | 206 | ] * len(v)) |
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208 | 207 | expected.extend([ |
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209 | 208 | (r'Out\[\d+:\d+\]', r'IPython\.core\.display\.Math') |
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210 | 209 | ] * len(v)) |
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211 | 210 | |
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212 | 211 | self.assertEqual(len(lines), len(expected), io.stdout) |
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213 | 212 | for line,expect in zip(lines, expected): |
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214 | 213 | if isinstance(expect, str): |
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215 | 214 | expect = [expect] |
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216 | 215 | for ex in expect: |
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217 | 216 | self.assertTrue(re.search(ex, line) is not None, "Expected %r in %r" % (ex, line)) |
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218 | 217 | |
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219 | 218 | self._check_generated_stderr(io.stderr, len(v)) |
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220 | 219 | |
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221 | 220 | |
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222 | 221 | def test_px_nonblocking(self): |
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223 | 222 | ip = get_ipython() |
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224 | 223 | v = self.client[-1:] |
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225 | 224 | v.activate() |
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226 | 225 | v.block=False |
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227 | 226 | |
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228 | 227 | ip.magic('px a=5') |
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229 | 228 | self.assertEqual(v['a'], [5]) |
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230 | 229 | ip.magic('px a=10') |
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231 | 230 | self.assertEqual(v['a'], [10]) |
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232 | 231 | ip.magic('pxconfig --verbose') |
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233 | 232 | with capture_output() as io: |
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234 | 233 | ar = ip.magic('px print (a)') |
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235 | 234 | self.assertTrue(isinstance(ar, AsyncResult)) |
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236 | 235 | self.assertTrue('Async' in io.stdout) |
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237 | 236 | self.assertFalse('[stdout:' in io.stdout) |
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238 | 237 | self.assertFalse('\n\n' in io.stdout) |
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239 | 238 | |
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240 | 239 | ar = ip.magic('px 1/0') |
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241 | 240 | self.assertRaisesRemote(ZeroDivisionError, ar.get) |
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242 | 241 | |
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243 | 242 | def test_autopx_blocking(self): |
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244 | 243 | ip = get_ipython() |
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245 | 244 | v = self.client[-1] |
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246 | 245 | v.activate() |
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247 | 246 | v.block=True |
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248 | 247 | |
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249 | with capture_output() as io: | |
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248 | with capture_output(display=False) as io: | |
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250 | 249 | ip.magic('autopx') |
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251 | 250 | ip.run_cell('\n'.join(('a=5','b=12345','c=0'))) |
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252 | 251 | ip.run_cell('b*=2') |
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253 | 252 | ip.run_cell('print (b)') |
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254 | 253 | ip.run_cell('b') |
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255 | 254 | ip.run_cell("b/c") |
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256 | 255 | ip.magic('autopx') |
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257 | 256 | |
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258 | 257 | output = io.stdout |
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259 | 258 | |
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260 | 259 | self.assertTrue(output.startswith('%autopx enabled'), output) |
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261 | 260 | self.assertTrue(output.rstrip().endswith('%autopx disabled'), output) |
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262 | 261 | self.assertTrue('ZeroDivisionError' in output, output) |
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263 | 262 | self.assertTrue('\nOut[' in output, output) |
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264 | 263 | self.assertTrue(': 24690' in output, output) |
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265 | 264 | ar = v.get_result(-1) |
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266 | 265 | self.assertEqual(v['a'], 5) |
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267 | 266 | self.assertEqual(v['b'], 24690) |
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268 | 267 | self.assertRaisesRemote(ZeroDivisionError, ar.get) |
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269 | 268 | |
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270 | 269 | def test_autopx_nonblocking(self): |
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271 | 270 | ip = get_ipython() |
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272 | 271 | v = self.client[-1] |
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273 | 272 | v.activate() |
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274 | 273 | v.block=False |
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275 | 274 | |
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276 | 275 | with capture_output() as io: |
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277 | 276 | ip.magic('autopx') |
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278 | 277 | ip.run_cell('\n'.join(('a=5','b=10','c=0'))) |
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279 | 278 | ip.run_cell('print (b)') |
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280 | 279 | ip.run_cell('import time; time.sleep(0.1)') |
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281 | 280 | ip.run_cell("b/c") |
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282 | 281 | ip.run_cell('b*=2') |
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283 | 282 | ip.magic('autopx') |
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284 | 283 | |
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285 | 284 | output = io.stdout.rstrip() |
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286 | 285 | |
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287 | 286 | self.assertTrue(output.startswith('%autopx enabled')) |
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288 | 287 | self.assertTrue(output.endswith('%autopx disabled')) |
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289 | 288 | self.assertFalse('ZeroDivisionError' in output) |
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290 | 289 | ar = v.get_result(-2) |
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291 | 290 | self.assertRaisesRemote(ZeroDivisionError, ar.get) |
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292 | 291 | # prevent TaskAborted on pulls, due to ZeroDivisionError |
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293 | 292 | time.sleep(0.5) |
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294 | 293 | self.assertEqual(v['a'], 5) |
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295 | 294 | # b*=2 will not fire, due to abort |
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296 | 295 | self.assertEqual(v['b'], 10) |
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297 | 296 | |
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298 | 297 | def test_result(self): |
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299 | 298 | ip = get_ipython() |
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300 | 299 | v = self.client[-1] |
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301 | 300 | v.activate() |
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302 | 301 | data = dict(a=111,b=222) |
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303 | 302 | v.push(data, block=True) |
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304 | 303 | |
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305 | 304 | for name in ('a', 'b'): |
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306 | 305 | ip.magic('px ' + name) |
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307 | with capture_output() as io: | |
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306 | with capture_output(display=False) as io: | |
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308 | 307 | ip.magic('pxresult') |
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309 | output = io.stdout | |
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310 | msg = "expected %s output to include %s, but got: %s" % \ | |
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311 | ('%pxresult', str(data[name]), output) | |
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312 | self.assertTrue(str(data[name]) in output, msg) | |
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308 | self.assertIn(str(data[name]), io.stdout) | |
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313 | 309 | |
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314 | 310 | @dec.skipif_not_matplotlib |
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315 | 311 | def test_px_pylab(self): |
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316 | 312 | """%pylab works on engines""" |
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317 | 313 | ip = get_ipython() |
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318 | 314 | v = self.client[-1] |
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319 | 315 | v.block = True |
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320 | 316 | v.activate() |
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321 | 317 | |
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322 | 318 | with capture_output() as io: |
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323 | 319 | ip.magic("px %pylab inline") |
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324 | 320 | |
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325 |
self.assert |
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321 | self.assertIn("Populating the interactive namespace from numpy and matplotlib", io.stdout) | |
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326 | 322 | |
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327 | with capture_output() as io: | |
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323 | with capture_output(display=False) as io: | |
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328 | 324 | ip.magic("px plot(rand(100))") |
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329 | ||
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330 |
self.assert |
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331 | self.assertTrue('matplotlib.lines' in io.stdout, io.stdout) | |
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325 | self.assertIn('Out[', io.stdout) | |
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326 | self.assertIn('matplotlib.lines', io.stdout) | |
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332 | 327 | |
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333 | 328 | def test_pxconfig(self): |
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334 | 329 | ip = get_ipython() |
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335 | 330 | rc = self.client |
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336 | 331 | v = rc.activate(-1, '_tst') |
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337 | 332 | self.assertEqual(v.targets, rc.ids[-1]) |
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338 | 333 | ip.magic("%pxconfig_tst -t :") |
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339 | 334 | self.assertEqual(v.targets, rc.ids) |
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340 | 335 | ip.magic("%pxconfig_tst -t ::2") |
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341 | 336 | self.assertEqual(v.targets, rc.ids[::2]) |
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342 | 337 | ip.magic("%pxconfig_tst -t 1::2") |
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343 | 338 | self.assertEqual(v.targets, rc.ids[1::2]) |
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344 | 339 | ip.magic("%pxconfig_tst -t 1") |
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345 | 340 | self.assertEqual(v.targets, 1) |
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346 | 341 | ip.magic("%pxconfig_tst --block") |
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347 | 342 | self.assertEqual(v.block, True) |
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348 | 343 | ip.magic("%pxconfig_tst --noblock") |
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349 | 344 | self.assertEqual(v.block, False) |
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350 | 345 | |
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351 | 346 | def test_cellpx_targets(self): |
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352 | 347 | """%%px --targets doesn't change defaults""" |
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353 | 348 | ip = get_ipython() |
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354 | 349 | rc = self.client |
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355 | 350 | view = rc.activate(rc.ids) |
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356 | 351 | self.assertEqual(view.targets, rc.ids) |
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357 | 352 | ip.magic('pxconfig --verbose') |
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358 | 353 | for cell in ("pass", "1/0"): |
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359 | with capture_output() as io: | |
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354 | with capture_output(display=False) as io: | |
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360 | 355 | try: |
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361 | 356 | ip.run_cell_magic("px", "--targets all", cell) |
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362 | 357 | except pmod.RemoteError: |
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363 | 358 | pass |
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364 |
self.assert |
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359 | self.assertIn('engine(s): all', io.stdout) | |
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365 | 360 | self.assertEqual(view.targets, rc.ids) |
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366 | 361 | |
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367 | 362 | |
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368 | 363 | def test_cellpx_block(self): |
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369 | 364 | """%%px --block doesn't change default""" |
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370 | 365 | ip = get_ipython() |
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371 | 366 | rc = self.client |
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372 | 367 | view = rc.activate(rc.ids) |
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373 | 368 | view.block = False |
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374 | 369 | self.assertEqual(view.targets, rc.ids) |
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375 | 370 | ip.magic('pxconfig --verbose') |
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376 | 371 | for cell in ("pass", "1/0"): |
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377 | with capture_output() as io: | |
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372 | with capture_output(display=False) as io: | |
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378 | 373 | try: |
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379 | 374 | ip.run_cell_magic("px", "--block", cell) |
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380 | 375 | except pmod.RemoteError: |
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381 | 376 | pass |
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382 |
self.assert |
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383 |
self.assert |
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377 | self.assertNotIn('Async', io.stdout) | |
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378 | self.assertEqual(view.block, False) | |
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384 | 379 | |
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385 | 380 |
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