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1 | """Tests for parallel client.py |
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1 | """Tests for parallel client.py | |
2 |
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2 | |||
3 | Authors: |
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3 | Authors: | |
4 |
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4 | |||
5 | * Min RK |
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5 | * Min RK | |
6 | """ |
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6 | """ | |
7 |
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7 | |||
8 | #------------------------------------------------------------------------------- |
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8 | #------------------------------------------------------------------------------- | |
9 | # Copyright (C) 2011 The IPython Development Team |
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9 | # Copyright (C) 2011 The IPython Development Team | |
10 | # |
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10 | # | |
11 | # Distributed under the terms of the BSD License. The full license is in |
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11 | # Distributed under the terms of the BSD License. The full license is in | |
12 | # the file COPYING, distributed as part of this software. |
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12 | # the file COPYING, distributed as part of this software. | |
13 | #------------------------------------------------------------------------------- |
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13 | #------------------------------------------------------------------------------- | |
14 |
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14 | |||
15 | #------------------------------------------------------------------------------- |
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15 | #------------------------------------------------------------------------------- | |
16 | # Imports |
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16 | # Imports | |
17 | #------------------------------------------------------------------------------- |
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17 | #------------------------------------------------------------------------------- | |
18 |
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18 | |||
19 | from __future__ import division |
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19 | from __future__ import division | |
20 |
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20 | |||
21 | import time |
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21 | import time | |
22 | from datetime import datetime |
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22 | from datetime import datetime | |
23 | from tempfile import mktemp |
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23 | from tempfile import mktemp | |
24 |
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24 | |||
25 | import zmq |
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25 | import zmq | |
26 |
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26 | |||
27 | from IPython.parallel.client import client as clientmod |
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27 | from IPython.parallel.client import client as clientmod | |
28 | from IPython.parallel import error |
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28 | from IPython.parallel import error | |
29 | from IPython.parallel import AsyncResult, AsyncHubResult |
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29 | from IPython.parallel import AsyncResult, AsyncHubResult | |
30 | from IPython.parallel import LoadBalancedView, DirectView |
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30 | from IPython.parallel import LoadBalancedView, DirectView | |
31 |
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31 | |||
32 | from clienttest import ClusterTestCase, segfault, wait, add_engines |
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32 | from clienttest import ClusterTestCase, segfault, wait, add_engines | |
33 |
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33 | |||
34 | def setup(): |
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34 | def setup(): | |
35 | add_engines(4) |
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35 | add_engines(4) | |
36 |
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36 | |||
37 | class TestClient(ClusterTestCase): |
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37 | class TestClient(ClusterTestCase): | |
38 |
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38 | |||
39 | def test_ids(self): |
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39 | def test_ids(self): | |
40 | n = len(self.client.ids) |
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40 | n = len(self.client.ids) | |
41 | self.add_engines(3) |
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41 | self.add_engines(3) | |
42 | self.assertEquals(len(self.client.ids), n+3) |
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42 | self.assertEquals(len(self.client.ids), n+3) | |
43 |
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43 | |||
44 | def test_view_indexing(self): |
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44 | def test_view_indexing(self): | |
45 | """test index access for views""" |
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45 | """test index access for views""" | |
46 | self.add_engines(2) |
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46 | self.add_engines(2) | |
47 | targets = self.client._build_targets('all')[-1] |
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47 | targets = self.client._build_targets('all')[-1] | |
48 | v = self.client[:] |
|
48 | v = self.client[:] | |
49 | self.assertEquals(v.targets, targets) |
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49 | self.assertEquals(v.targets, targets) | |
50 | t = self.client.ids[2] |
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50 | t = self.client.ids[2] | |
51 | v = self.client[t] |
|
51 | v = self.client[t] | |
52 | self.assert_(isinstance(v, DirectView)) |
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52 | self.assert_(isinstance(v, DirectView)) | |
53 | self.assertEquals(v.targets, t) |
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53 | self.assertEquals(v.targets, t) | |
54 | t = self.client.ids[2:4] |
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54 | t = self.client.ids[2:4] | |
55 | v = self.client[t] |
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55 | v = self.client[t] | |
56 | self.assert_(isinstance(v, DirectView)) |
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56 | self.assert_(isinstance(v, DirectView)) | |
57 | self.assertEquals(v.targets, t) |
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57 | self.assertEquals(v.targets, t) | |
58 | v = self.client[::2] |
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58 | v = self.client[::2] | |
59 | self.assert_(isinstance(v, DirectView)) |
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59 | self.assert_(isinstance(v, DirectView)) | |
60 | self.assertEquals(v.targets, targets[::2]) |
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60 | self.assertEquals(v.targets, targets[::2]) | |
61 | v = self.client[1::3] |
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61 | v = self.client[1::3] | |
62 | self.assert_(isinstance(v, DirectView)) |
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62 | self.assert_(isinstance(v, DirectView)) | |
63 | self.assertEquals(v.targets, targets[1::3]) |
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63 | self.assertEquals(v.targets, targets[1::3]) | |
64 | v = self.client[:-3] |
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64 | v = self.client[:-3] | |
65 | self.assert_(isinstance(v, DirectView)) |
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65 | self.assert_(isinstance(v, DirectView)) | |
66 | self.assertEquals(v.targets, targets[:-3]) |
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66 | self.assertEquals(v.targets, targets[:-3]) | |
67 | v = self.client[-1] |
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67 | v = self.client[-1] | |
68 | self.assert_(isinstance(v, DirectView)) |
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68 | self.assert_(isinstance(v, DirectView)) | |
69 | self.assertEquals(v.targets, targets[-1]) |
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69 | self.assertEquals(v.targets, targets[-1]) | |
70 | self.assertRaises(TypeError, lambda : self.client[None]) |
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70 | self.assertRaises(TypeError, lambda : self.client[None]) | |
71 |
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71 | |||
72 | def test_lbview_targets(self): |
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72 | def test_lbview_targets(self): | |
73 | """test load_balanced_view targets""" |
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73 | """test load_balanced_view targets""" | |
74 | v = self.client.load_balanced_view() |
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74 | v = self.client.load_balanced_view() | |
75 | self.assertEquals(v.targets, None) |
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75 | self.assertEquals(v.targets, None) | |
76 | v = self.client.load_balanced_view(-1) |
|
76 | v = self.client.load_balanced_view(-1) | |
77 | self.assertEquals(v.targets, [self.client.ids[-1]]) |
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77 | self.assertEquals(v.targets, [self.client.ids[-1]]) | |
78 | v = self.client.load_balanced_view('all') |
|
78 | v = self.client.load_balanced_view('all') | |
79 | self.assertEquals(v.targets, self.client.ids) |
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79 | self.assertEquals(v.targets, self.client.ids) | |
80 |
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80 | |||
81 | def test_targets(self): |
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81 | def test_targets(self): | |
82 | """test various valid targets arguments""" |
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82 | """test various valid targets arguments""" | |
83 | build = self.client._build_targets |
|
83 | build = self.client._build_targets | |
84 | ids = self.client.ids |
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84 | ids = self.client.ids | |
85 | idents,targets = build(None) |
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85 | idents,targets = build(None) | |
86 | self.assertEquals(ids, targets) |
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86 | self.assertEquals(ids, targets) | |
87 |
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87 | |||
88 | def test_clear(self): |
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88 | def test_clear(self): | |
89 | """test clear behavior""" |
|
89 | """test clear behavior""" | |
90 | # self.add_engines(2) |
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90 | # self.add_engines(2) | |
91 | v = self.client[:] |
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91 | v = self.client[:] | |
92 | v.block=True |
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92 | v.block=True | |
93 | v.push(dict(a=5)) |
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93 | v.push(dict(a=5)) | |
94 | v.pull('a') |
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94 | v.pull('a') | |
95 | id0 = self.client.ids[-1] |
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95 | id0 = self.client.ids[-1] | |
96 | self.client.clear(targets=id0, block=True) |
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96 | self.client.clear(targets=id0, block=True) | |
97 | a = self.client[:-1].get('a') |
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97 | a = self.client[:-1].get('a') | |
98 | self.assertRaisesRemote(NameError, self.client[id0].get, 'a') |
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98 | self.assertRaisesRemote(NameError, self.client[id0].get, 'a') | |
99 | self.client.clear(block=True) |
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99 | self.client.clear(block=True) | |
100 | for i in self.client.ids: |
|
100 | for i in self.client.ids: | |
101 | # print i |
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101 | # print i | |
102 | self.assertRaisesRemote(NameError, self.client[i].get, 'a') |
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102 | self.assertRaisesRemote(NameError, self.client[i].get, 'a') | |
103 |
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103 | |||
104 | def test_get_result(self): |
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104 | def test_get_result(self): | |
105 | """test getting results from the Hub.""" |
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105 | """test getting results from the Hub.""" | |
106 | c = clientmod.Client(profile='iptest') |
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106 | c = clientmod.Client(profile='iptest') | |
107 | # self.add_engines(1) |
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107 | # self.add_engines(1) | |
108 | t = c.ids[-1] |
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108 | t = c.ids[-1] | |
109 | ar = c[t].apply_async(wait, 1) |
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109 | ar = c[t].apply_async(wait, 1) | |
110 | # give the monitor time to notice the message |
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110 | # give the monitor time to notice the message | |
111 | time.sleep(.25) |
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111 | time.sleep(.25) | |
112 | ahr = self.client.get_result(ar.msg_ids) |
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112 | ahr = self.client.get_result(ar.msg_ids) | |
113 | self.assertTrue(isinstance(ahr, AsyncHubResult)) |
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113 | self.assertTrue(isinstance(ahr, AsyncHubResult)) | |
114 | self.assertEquals(ahr.get(), ar.get()) |
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114 | self.assertEquals(ahr.get(), ar.get()) | |
115 | ar2 = self.client.get_result(ar.msg_ids) |
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115 | ar2 = self.client.get_result(ar.msg_ids) | |
116 | self.assertFalse(isinstance(ar2, AsyncHubResult)) |
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116 | self.assertFalse(isinstance(ar2, AsyncHubResult)) | |
117 | c.close() |
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117 | c.close() | |
118 |
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118 | |||
119 | def test_ids_list(self): |
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119 | def test_ids_list(self): | |
120 | """test client.ids""" |
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120 | """test client.ids""" | |
121 | # self.add_engines(2) |
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121 | # self.add_engines(2) | |
122 | ids = self.client.ids |
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122 | ids = self.client.ids | |
123 | self.assertEquals(ids, self.client._ids) |
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123 | self.assertEquals(ids, self.client._ids) | |
124 | self.assertFalse(ids is self.client._ids) |
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124 | self.assertFalse(ids is self.client._ids) | |
125 | ids.remove(ids[-1]) |
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125 | ids.remove(ids[-1]) | |
126 | self.assertNotEquals(ids, self.client._ids) |
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126 | self.assertNotEquals(ids, self.client._ids) | |
127 |
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127 | |||
128 | def test_queue_status(self): |
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128 | def test_queue_status(self): | |
129 | # self.addEngine(4) |
|
129 | # self.addEngine(4) | |
130 | ids = self.client.ids |
|
130 | ids = self.client.ids | |
131 | id0 = ids[0] |
|
131 | id0 = ids[0] | |
132 | qs = self.client.queue_status(targets=id0) |
|
132 | qs = self.client.queue_status(targets=id0) | |
133 | self.assertTrue(isinstance(qs, dict)) |
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133 | self.assertTrue(isinstance(qs, dict)) | |
134 | self.assertEquals(sorted(qs.keys()), ['completed', 'queue', 'tasks']) |
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134 | self.assertEquals(sorted(qs.keys()), ['completed', 'queue', 'tasks']) | |
135 | allqs = self.client.queue_status() |
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135 | allqs = self.client.queue_status() | |
136 | self.assertTrue(isinstance(allqs, dict)) |
|
136 | self.assertTrue(isinstance(allqs, dict)) | |
137 | intkeys = list(allqs.keys()) |
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137 | intkeys = list(allqs.keys()) | |
138 | intkeys.remove('unassigned') |
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138 | intkeys.remove('unassigned') | |
139 | self.assertEquals(sorted(intkeys), sorted(self.client.ids)) |
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139 | self.assertEquals(sorted(intkeys), sorted(self.client.ids)) | |
140 | unassigned = allqs.pop('unassigned') |
|
140 | unassigned = allqs.pop('unassigned') | |
141 | for eid,qs in allqs.items(): |
|
141 | for eid,qs in allqs.items(): | |
142 | self.assertTrue(isinstance(qs, dict)) |
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142 | self.assertTrue(isinstance(qs, dict)) | |
143 | self.assertEquals(sorted(qs.keys()), ['completed', 'queue', 'tasks']) |
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143 | self.assertEquals(sorted(qs.keys()), ['completed', 'queue', 'tasks']) | |
144 |
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144 | |||
145 | def test_shutdown(self): |
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145 | def test_shutdown(self): | |
146 | # self.addEngine(4) |
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146 | # self.addEngine(4) | |
147 | ids = self.client.ids |
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147 | ids = self.client.ids | |
148 | id0 = ids[0] |
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148 | id0 = ids[0] | |
149 | self.client.shutdown(id0, block=True) |
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149 | self.client.shutdown(id0, block=True) | |
150 | while id0 in self.client.ids: |
|
150 | while id0 in self.client.ids: | |
151 | time.sleep(0.1) |
|
151 | time.sleep(0.1) | |
152 | self.client.spin() |
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152 | self.client.spin() | |
153 |
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153 | |||
154 | self.assertRaises(IndexError, lambda : self.client[id0]) |
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154 | self.assertRaises(IndexError, lambda : self.client[id0]) | |
155 |
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155 | |||
156 | def test_result_status(self): |
|
156 | def test_result_status(self): | |
157 | pass |
|
157 | pass | |
158 | # to be written |
|
158 | # to be written | |
159 |
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159 | |||
160 | def test_db_query_dt(self): |
|
160 | def test_db_query_dt(self): | |
161 | """test db query by date""" |
|
161 | """test db query by date""" | |
162 | hist = self.client.hub_history() |
|
162 | hist = self.client.hub_history() | |
163 | middle = self.client.db_query({'msg_id' : hist[len(hist)//2]})[0] |
|
163 | middle = self.client.db_query({'msg_id' : hist[len(hist)//2]})[0] | |
164 | tic = middle['submitted'] |
|
164 | tic = middle['submitted'] | |
165 | before = self.client.db_query({'submitted' : {'$lt' : tic}}) |
|
165 | before = self.client.db_query({'submitted' : {'$lt' : tic}}) | |
166 | after = self.client.db_query({'submitted' : {'$gte' : tic}}) |
|
166 | after = self.client.db_query({'submitted' : {'$gte' : tic}}) | |
167 | self.assertEquals(len(before)+len(after),len(hist)) |
|
167 | self.assertEquals(len(before)+len(after),len(hist)) | |
168 | for b in before: |
|
168 | for b in before: | |
169 | self.assertTrue(b['submitted'] < tic) |
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169 | self.assertTrue(b['submitted'] < tic) | |
170 | for a in after: |
|
170 | for a in after: | |
171 | self.assertTrue(a['submitted'] >= tic) |
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171 | self.assertTrue(a['submitted'] >= tic) | |
172 | same = self.client.db_query({'submitted' : tic}) |
|
172 | same = self.client.db_query({'submitted' : tic}) | |
173 | for s in same: |
|
173 | for s in same: | |
174 | self.assertTrue(s['submitted'] == tic) |
|
174 | self.assertTrue(s['submitted'] == tic) | |
175 |
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175 | |||
176 | def test_db_query_keys(self): |
|
176 | def test_db_query_keys(self): | |
177 | """test extracting subset of record keys""" |
|
177 | """test extracting subset of record keys""" | |
178 | found = self.client.db_query({'msg_id': {'$ne' : ''}},keys=['submitted', 'completed']) |
|
178 | found = self.client.db_query({'msg_id': {'$ne' : ''}},keys=['submitted', 'completed']) | |
179 | for rec in found: |
|
179 | for rec in found: | |
180 | self.assertEquals(set(rec.keys()), set(['msg_id', 'submitted', 'completed'])) |
|
180 | self.assertEquals(set(rec.keys()), set(['msg_id', 'submitted', 'completed'])) | |
181 |
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181 | |||
182 | def test_db_query_msg_id(self): |
|
182 | def test_db_query_msg_id(self): | |
183 | """ensure msg_id is always in db queries""" |
|
183 | """ensure msg_id is always in db queries""" | |
184 | found = self.client.db_query({'msg_id': {'$ne' : ''}},keys=['submitted', 'completed']) |
|
184 | found = self.client.db_query({'msg_id': {'$ne' : ''}},keys=['submitted', 'completed']) | |
185 | for rec in found: |
|
185 | for rec in found: | |
186 | self.assertTrue('msg_id' in rec.keys()) |
|
186 | self.assertTrue('msg_id' in rec.keys()) | |
187 | found = self.client.db_query({'msg_id': {'$ne' : ''}},keys=['submitted']) |
|
187 | found = self.client.db_query({'msg_id': {'$ne' : ''}},keys=['submitted']) | |
188 | for rec in found: |
|
188 | for rec in found: | |
189 | self.assertTrue('msg_id' in rec.keys()) |
|
189 | self.assertTrue('msg_id' in rec.keys()) | |
190 | found = self.client.db_query({'msg_id': {'$ne' : ''}},keys=['msg_id']) |
|
190 | found = self.client.db_query({'msg_id': {'$ne' : ''}},keys=['msg_id']) | |
191 | for rec in found: |
|
191 | for rec in found: | |
192 | self.assertTrue('msg_id' in rec.keys()) |
|
192 | self.assertTrue('msg_id' in rec.keys()) | |
193 |
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193 | |||
194 | def test_db_query_in(self): |
|
194 | def test_db_query_in(self): | |
195 | """test db query with '$in','$nin' operators""" |
|
195 | """test db query with '$in','$nin' operators""" | |
196 | hist = self.client.hub_history() |
|
196 | hist = self.client.hub_history() | |
197 | even = hist[::2] |
|
197 | even = hist[::2] | |
198 | odd = hist[1::2] |
|
198 | odd = hist[1::2] | |
199 | recs = self.client.db_query({ 'msg_id' : {'$in' : even}}) |
|
199 | recs = self.client.db_query({ 'msg_id' : {'$in' : even}}) | |
200 | found = [ r['msg_id'] for r in recs ] |
|
200 | found = [ r['msg_id'] for r in recs ] | |
201 | self.assertEquals(set(even), set(found)) |
|
201 | self.assertEquals(set(even), set(found)) | |
202 | recs = self.client.db_query({ 'msg_id' : {'$nin' : even}}) |
|
202 | recs = self.client.db_query({ 'msg_id' : {'$nin' : even}}) | |
203 | found = [ r['msg_id'] for r in recs ] |
|
203 | found = [ r['msg_id'] for r in recs ] | |
204 | self.assertEquals(set(odd), set(found)) |
|
204 | self.assertEquals(set(odd), set(found)) | |
205 |
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205 | |||
206 | def test_hub_history(self): |
|
206 | def test_hub_history(self): | |
207 | hist = self.client.hub_history() |
|
207 | hist = self.client.hub_history() | |
208 | recs = self.client.db_query({ 'msg_id' : {"$ne":''}}) |
|
208 | recs = self.client.db_query({ 'msg_id' : {"$ne":''}}) | |
209 | recdict = {} |
|
209 | recdict = {} | |
210 | for rec in recs: |
|
210 | for rec in recs: | |
211 | recdict[rec['msg_id']] = rec |
|
211 | recdict[rec['msg_id']] = rec | |
212 |
|
212 | |||
213 | latest = datetime(1984,1,1) |
|
213 | latest = datetime(1984,1,1) | |
214 | for msg_id in hist: |
|
214 | for msg_id in hist: | |
215 | rec = recdict[msg_id] |
|
215 | rec = recdict[msg_id] | |
216 | newt = rec['submitted'] |
|
216 | newt = rec['submitted'] | |
217 | self.assertTrue(newt >= latest) |
|
217 | self.assertTrue(newt >= latest) | |
218 | latest = newt |
|
218 | latest = newt | |
219 | ar = self.client[-1].apply_async(lambda : 1) |
|
219 | ar = self.client[-1].apply_async(lambda : 1) | |
220 | ar.get() |
|
220 | ar.get() | |
221 | time.sleep(0.25) |
|
221 | time.sleep(0.25) | |
222 | self.assertEquals(self.client.hub_history()[-1:],ar.msg_ids) |
|
222 | self.assertEquals(self.client.hub_history()[-1:],ar.msg_ids) | |
223 |
|
223 | |||
224 | def test_resubmit(self): |
|
224 | def test_resubmit(self): | |
225 | def f(): |
|
225 | def f(): | |
226 | import random |
|
226 | import random | |
227 | return random.random() |
|
227 | return random.random() | |
228 | v = self.client.load_balanced_view() |
|
228 | v = self.client.load_balanced_view() | |
229 | ar = v.apply_async(f) |
|
229 | ar = v.apply_async(f) | |
230 | r1 = ar.get(1) |
|
230 | r1 = ar.get(1) | |
231 | ahr = self.client.resubmit(ar.msg_ids) |
|
231 | ahr = self.client.resubmit(ar.msg_ids) | |
232 | r2 = ahr.get(1) |
|
232 | r2 = ahr.get(1) | |
233 | self.assertFalse(r1 == r2) |
|
233 | self.assertFalse(r1 == r2) | |
234 |
|
234 | |||
235 | def test_resubmit_inflight(self): |
|
235 | def test_resubmit_inflight(self): | |
236 | """ensure ValueError on resubmit of inflight task""" |
|
236 | """ensure ValueError on resubmit of inflight task""" | |
237 | v = self.client.load_balanced_view() |
|
237 | v = self.client.load_balanced_view() | |
238 | ar = v.apply_async(time.sleep,1) |
|
238 | ar = v.apply_async(time.sleep,1) | |
239 | # give the message a chance to arrive |
|
239 | # give the message a chance to arrive | |
240 | time.sleep(0.2) |
|
240 | time.sleep(0.2) | |
241 | self.assertRaisesRemote(ValueError, self.client.resubmit, ar.msg_ids) |
|
241 | self.assertRaisesRemote(ValueError, self.client.resubmit, ar.msg_ids) | |
242 | ar.get(2) |
|
242 | ar.get(2) | |
243 |
|
243 | |||
244 | def test_resubmit_badkey(self): |
|
244 | def test_resubmit_badkey(self): | |
245 | """ensure KeyError on resubmit of nonexistant task""" |
|
245 | """ensure KeyError on resubmit of nonexistant task""" | |
246 | self.assertRaisesRemote(KeyError, self.client.resubmit, ['invalid']) |
|
246 | self.assertRaisesRemote(KeyError, self.client.resubmit, ['invalid']) | |
247 |
|
247 | |||
248 | def test_purge_results(self): |
|
248 | def test_purge_results(self): | |
249 | # ensure there are some tasks |
|
249 | # ensure there are some tasks | |
250 | for i in range(5): |
|
250 | for i in range(5): | |
251 | self.client[:].apply_sync(lambda : 1) |
|
251 | self.client[:].apply_sync(lambda : 1) | |
|
252 | # Wait for the Hub to realise the result is done: | |||
|
253 | # This prevents a race condition, where we | |||
|
254 | # might purge a result the Hub still thinks is pending. | |||
|
255 | time.sleep(0.1) | |||
|
256 | rc2 = clientmod.Client(profile='iptest') | |||
252 | hist = self.client.hub_history() |
|
257 | hist = self.client.hub_history() | |
|
258 | ahr = rc2.get_result([hist[-1]]) | |||
|
259 | ahr.wait(10) | |||
253 | self.client.purge_results(hist[-1]) |
|
260 | self.client.purge_results(hist[-1]) | |
254 | newhist = self.client.hub_history() |
|
261 | newhist = self.client.hub_history() | |
255 | self.assertEquals(len(newhist)+1,len(hist)) |
|
262 | self.assertEquals(len(newhist)+1,len(hist)) | |
256 |
|
263 | |||
257 | def test_purge_all_results(self): |
|
264 | def test_purge_all_results(self): | |
258 | self.client.purge_results('all') |
|
265 | self.client.purge_results('all') | |
259 | hist = self.client.hub_history() |
|
266 | hist = self.client.hub_history() | |
260 | self.assertEquals(len(hist), 0) |
|
267 | self.assertEquals(len(hist), 0) | |
261 |
|
268 |
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