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1 | """A semi-synchronous Client for the ZMQ cluster |
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1 | """A semi-synchronous Client for the ZMQ cluster | |
2 |
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2 | |||
3 | Authors: |
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3 | Authors: | |
4 |
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4 | |||
5 | * MinRK |
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5 | * MinRK | |
6 | """ |
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6 | """ | |
7 | #----------------------------------------------------------------------------- |
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7 | #----------------------------------------------------------------------------- | |
8 | # Copyright (C) 2010-2011 The IPython Development Team |
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8 | # Copyright (C) 2010-2011 The IPython Development Team | |
9 | # |
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9 | # | |
10 | # Distributed under the terms of the BSD License. The full license is in |
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10 | # Distributed under the terms of the BSD License. The full license is in | |
11 | # the file COPYING, distributed as part of this software. |
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11 | # the file COPYING, distributed as part of this software. | |
12 | #----------------------------------------------------------------------------- |
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12 | #----------------------------------------------------------------------------- | |
13 |
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13 | |||
14 | #----------------------------------------------------------------------------- |
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14 | #----------------------------------------------------------------------------- | |
15 | # Imports |
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15 | # Imports | |
16 | #----------------------------------------------------------------------------- |
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16 | #----------------------------------------------------------------------------- | |
17 |
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17 | |||
18 | import os |
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18 | import os | |
19 | import json |
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19 | import json | |
20 | import sys |
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20 | import sys | |
21 | from threading import Thread, Event |
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21 | from threading import Thread, Event | |
22 | import time |
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22 | import time | |
23 | import warnings |
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23 | import warnings | |
24 | from datetime import datetime |
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24 | from datetime import datetime | |
25 | from getpass import getpass |
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25 | from getpass import getpass | |
26 | from pprint import pprint |
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26 | from pprint import pprint | |
27 |
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27 | |||
28 | pjoin = os.path.join |
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28 | pjoin = os.path.join | |
29 |
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29 | |||
30 | import zmq |
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30 | import zmq | |
31 | # from zmq.eventloop import ioloop, zmqstream |
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31 | # from zmq.eventloop import ioloop, zmqstream | |
32 |
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32 | |||
33 | from IPython.config.configurable import MultipleInstanceError |
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33 | from IPython.config.configurable import MultipleInstanceError | |
34 | from IPython.core.application import BaseIPythonApplication |
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34 | from IPython.core.application import BaseIPythonApplication | |
35 |
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35 | |||
36 | from IPython.utils.jsonutil import rekey |
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36 | from IPython.utils.jsonutil import rekey | |
37 | from IPython.utils.localinterfaces import LOCAL_IPS |
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37 | from IPython.utils.localinterfaces import LOCAL_IPS | |
38 | from IPython.utils.path import get_ipython_dir |
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38 | from IPython.utils.path import get_ipython_dir | |
39 | from IPython.utils.py3compat import cast_bytes |
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39 | from IPython.utils.py3compat import cast_bytes | |
40 | from IPython.utils.traitlets import (HasTraits, Integer, Instance, Unicode, |
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40 | from IPython.utils.traitlets import (HasTraits, Integer, Instance, Unicode, | |
41 | Dict, List, Bool, Set, Any) |
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41 | Dict, List, Bool, Set, Any) | |
42 | from IPython.external.decorator import decorator |
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42 | from IPython.external.decorator import decorator | |
43 | from IPython.external.ssh import tunnel |
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43 | from IPython.external.ssh import tunnel | |
44 |
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44 | |||
45 | from IPython.parallel import Reference |
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45 | from IPython.parallel import Reference | |
46 | from IPython.parallel import error |
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46 | from IPython.parallel import error | |
47 | from IPython.parallel import util |
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47 | from IPython.parallel import util | |
48 |
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48 | |||
49 | from IPython.zmq.session import Session, Message |
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49 | from IPython.zmq.session import Session, Message | |
50 |
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50 | |||
51 | from .asyncresult import AsyncResult, AsyncHubResult |
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51 | from .asyncresult import AsyncResult, AsyncHubResult | |
52 | from IPython.core.profiledir import ProfileDir, ProfileDirError |
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52 | from IPython.core.profiledir import ProfileDir, ProfileDirError | |
53 | from .view import DirectView, LoadBalancedView |
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53 | from .view import DirectView, LoadBalancedView | |
54 |
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54 | |||
55 | if sys.version_info[0] >= 3: |
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55 | if sys.version_info[0] >= 3: | |
56 | # xrange is used in a couple 'isinstance' tests in py2 |
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56 | # xrange is used in a couple 'isinstance' tests in py2 | |
57 | # should be just 'range' in 3k |
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57 | # should be just 'range' in 3k | |
58 | xrange = range |
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58 | xrange = range | |
59 |
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59 | |||
60 | #-------------------------------------------------------------------------- |
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60 | #-------------------------------------------------------------------------- | |
61 | # Decorators for Client methods |
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61 | # Decorators for Client methods | |
62 | #-------------------------------------------------------------------------- |
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62 | #-------------------------------------------------------------------------- | |
63 |
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63 | |||
64 | @decorator |
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64 | @decorator | |
65 | def spin_first(f, self, *args, **kwargs): |
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65 | def spin_first(f, self, *args, **kwargs): | |
66 | """Call spin() to sync state prior to calling the method.""" |
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66 | """Call spin() to sync state prior to calling the method.""" | |
67 | self.spin() |
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67 | self.spin() | |
68 | return f(self, *args, **kwargs) |
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68 | return f(self, *args, **kwargs) | |
69 |
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69 | |||
70 |
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70 | |||
71 | #-------------------------------------------------------------------------- |
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71 | #-------------------------------------------------------------------------- | |
72 | # Classes |
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72 | # Classes | |
73 | #-------------------------------------------------------------------------- |
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73 | #-------------------------------------------------------------------------- | |
74 |
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74 | |||
75 |
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75 | |||
76 | class ExecuteReply(object): |
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76 | class ExecuteReply(object): | |
77 | """wrapper for finished Execute results""" |
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77 | """wrapper for finished Execute results""" | |
78 | def __init__(self, msg_id, content, metadata): |
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78 | def __init__(self, msg_id, content, metadata): | |
79 | self.msg_id = msg_id |
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79 | self.msg_id = msg_id | |
80 | self._content = content |
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80 | self._content = content | |
81 | self.execution_count = content['execution_count'] |
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81 | self.execution_count = content['execution_count'] | |
82 | self.metadata = metadata |
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82 | self.metadata = metadata | |
83 |
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83 | |||
84 | def __getitem__(self, key): |
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84 | def __getitem__(self, key): | |
85 | return self.metadata[key] |
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85 | return self.metadata[key] | |
86 |
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86 | |||
87 | def __getattr__(self, key): |
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87 | def __getattr__(self, key): | |
88 | if key not in self.metadata: |
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88 | if key not in self.metadata: | |
89 | raise AttributeError(key) |
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89 | raise AttributeError(key) | |
90 | return self.metadata[key] |
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90 | return self.metadata[key] | |
91 |
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91 | |||
92 | def __repr__(self): |
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92 | def __repr__(self): | |
93 | pyout = self.metadata['pyout'] or {} |
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93 | pyout = self.metadata['pyout'] or {} | |
94 | text_out = pyout.get('text/plain', '') |
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94 | text_out = pyout.get('data', {}).get('text/plain', '') | |
95 | if len(text_out) > 32: |
|
95 | if len(text_out) > 32: | |
96 | text_out = text_out[:29] + '...' |
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96 | text_out = text_out[:29] + '...' | |
97 |
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97 | |||
98 | return "<ExecuteReply[%i]: %s>" % (self.execution_count, text_out) |
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98 | return "<ExecuteReply[%i]: %s>" % (self.execution_count, text_out) | |
99 |
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99 | |||
100 | def _repr_html_(self): |
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100 | def _repr_html_(self): | |
101 | pyout = self.metadata['pyout'] or {} |
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101 | pyout = self.metadata['pyout'] or {'data':{}} | |
102 | return pyout.get("text/html") |
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102 | return pyout['data'].get("text/html") | |
103 |
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103 | |||
104 | def _repr_latex_(self): |
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104 | def _repr_latex_(self): | |
105 | pyout = self.metadata['pyout'] or {} |
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105 | pyout = self.metadata['pyout'] or {'data':{}} | |
106 | return pyout.get("text/latex") |
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106 | return pyout['data'].get("text/latex") | |
107 |
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107 | |||
108 | def _repr_json_(self): |
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108 | def _repr_json_(self): | |
109 | pyout = self.metadata['pyout'] or {} |
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109 | pyout = self.metadata['pyout'] or {'data':{}} | |
110 | return pyout.get("application/json") |
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110 | return pyout['data'].get("application/json") | |
111 |
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111 | |||
112 | def _repr_javascript_(self): |
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112 | def _repr_javascript_(self): | |
113 | pyout = self.metadata['pyout'] or {} |
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113 | pyout = self.metadata['pyout'] or {'data':{}} | |
114 | return pyout.get("application/javascript") |
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114 | return pyout['data'].get("application/javascript") | |
115 |
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115 | |||
116 | def _repr_png_(self): |
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116 | def _repr_png_(self): | |
117 | pyout = self.metadata['pyout'] or {} |
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117 | pyout = self.metadata['pyout'] or {'data':{}} | |
118 | return pyout.get("image/png") |
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118 | return pyout['data'].get("image/png") | |
119 |
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119 | |||
120 | def _repr_jpeg_(self): |
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120 | def _repr_jpeg_(self): | |
121 | pyout = self.metadata['pyout'] or {} |
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121 | pyout = self.metadata['pyout'] or {'data':{}} | |
122 | return pyout.get("image/jpeg") |
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122 | return pyout['data'].get("image/jpeg") | |
123 |
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123 | |||
124 | def _repr_svg_(self): |
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124 | def _repr_svg_(self): | |
125 | pyout = self.metadata['pyout'] or {} |
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125 | pyout = self.metadata['pyout'] or {'data':{}} | |
126 | return pyout.get("image/svg+xml") |
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126 | return pyout['data'].get("image/svg+xml") | |
127 |
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127 | |||
128 |
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128 | |||
129 | class Metadata(dict): |
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129 | class Metadata(dict): | |
130 | """Subclass of dict for initializing metadata values. |
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130 | """Subclass of dict for initializing metadata values. | |
131 |
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131 | |||
132 | Attribute access works on keys. |
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132 | Attribute access works on keys. | |
133 |
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133 | |||
134 | These objects have a strict set of keys - errors will raise if you try |
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134 | These objects have a strict set of keys - errors will raise if you try | |
135 | to add new keys. |
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135 | to add new keys. | |
136 | """ |
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136 | """ | |
137 | def __init__(self, *args, **kwargs): |
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137 | def __init__(self, *args, **kwargs): | |
138 | dict.__init__(self) |
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138 | dict.__init__(self) | |
139 | md = {'msg_id' : None, |
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139 | md = {'msg_id' : None, | |
140 | 'submitted' : None, |
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140 | 'submitted' : None, | |
141 | 'started' : None, |
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141 | 'started' : None, | |
142 | 'completed' : None, |
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142 | 'completed' : None, | |
143 | 'received' : None, |
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143 | 'received' : None, | |
144 | 'engine_uuid' : None, |
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144 | 'engine_uuid' : None, | |
145 | 'engine_id' : None, |
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145 | 'engine_id' : None, | |
146 | 'follow' : None, |
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146 | 'follow' : None, | |
147 | 'after' : None, |
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147 | 'after' : None, | |
148 | 'status' : None, |
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148 | 'status' : None, | |
149 |
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149 | |||
150 | 'pyin' : None, |
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150 | 'pyin' : None, | |
151 | 'pyout' : None, |
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151 | 'pyout' : None, | |
152 | 'pyerr' : None, |
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152 | 'pyerr' : None, | |
153 | 'stdout' : '', |
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153 | 'stdout' : '', | |
154 | 'stderr' : '', |
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154 | 'stderr' : '', | |
155 | 'outputs' : [], |
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155 | 'outputs' : [], | |
156 | } |
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156 | } | |
157 | self.update(md) |
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157 | self.update(md) | |
158 | self.update(dict(*args, **kwargs)) |
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158 | self.update(dict(*args, **kwargs)) | |
159 |
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159 | |||
160 | def __getattr__(self, key): |
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160 | def __getattr__(self, key): | |
161 | """getattr aliased to getitem""" |
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161 | """getattr aliased to getitem""" | |
162 | if key in self.iterkeys(): |
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162 | if key in self.iterkeys(): | |
163 | return self[key] |
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163 | return self[key] | |
164 | else: |
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164 | else: | |
165 | raise AttributeError(key) |
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165 | raise AttributeError(key) | |
166 |
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166 | |||
167 | def __setattr__(self, key, value): |
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167 | def __setattr__(self, key, value): | |
168 | """setattr aliased to setitem, with strict""" |
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168 | """setattr aliased to setitem, with strict""" | |
169 | if key in self.iterkeys(): |
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169 | if key in self.iterkeys(): | |
170 | self[key] = value |
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170 | self[key] = value | |
171 | else: |
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171 | else: | |
172 | raise AttributeError(key) |
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172 | raise AttributeError(key) | |
173 |
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173 | |||
174 | def __setitem__(self, key, value): |
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174 | def __setitem__(self, key, value): | |
175 | """strict static key enforcement""" |
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175 | """strict static key enforcement""" | |
176 | if key in self.iterkeys(): |
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176 | if key in self.iterkeys(): | |
177 | dict.__setitem__(self, key, value) |
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177 | dict.__setitem__(self, key, value) | |
178 | else: |
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178 | else: | |
179 | raise KeyError(key) |
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179 | raise KeyError(key) | |
180 |
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180 | |||
181 |
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181 | |||
182 | class Client(HasTraits): |
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182 | class Client(HasTraits): | |
183 | """A semi-synchronous client to the IPython ZMQ cluster |
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183 | """A semi-synchronous client to the IPython ZMQ cluster | |
184 |
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184 | |||
185 | Parameters |
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185 | Parameters | |
186 | ---------- |
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186 | ---------- | |
187 |
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187 | |||
188 | url_or_file : bytes or unicode; zmq url or path to ipcontroller-client.json |
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188 | url_or_file : bytes or unicode; zmq url or path to ipcontroller-client.json | |
189 | Connection information for the Hub's registration. If a json connector |
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189 | Connection information for the Hub's registration. If a json connector | |
190 | file is given, then likely no further configuration is necessary. |
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190 | file is given, then likely no further configuration is necessary. | |
191 | [Default: use profile] |
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191 | [Default: use profile] | |
192 | profile : bytes |
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192 | profile : bytes | |
193 | The name of the Cluster profile to be used to find connector information. |
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193 | The name of the Cluster profile to be used to find connector information. | |
194 | If run from an IPython application, the default profile will be the same |
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194 | If run from an IPython application, the default profile will be the same | |
195 | as the running application, otherwise it will be 'default'. |
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195 | as the running application, otherwise it will be 'default'. | |
196 | context : zmq.Context |
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196 | context : zmq.Context | |
197 | Pass an existing zmq.Context instance, otherwise the client will create its own. |
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197 | Pass an existing zmq.Context instance, otherwise the client will create its own. | |
198 | debug : bool |
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198 | debug : bool | |
199 | flag for lots of message printing for debug purposes |
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199 | flag for lots of message printing for debug purposes | |
200 | timeout : int/float |
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200 | timeout : int/float | |
201 | time (in seconds) to wait for connection replies from the Hub |
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201 | time (in seconds) to wait for connection replies from the Hub | |
202 | [Default: 10] |
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202 | [Default: 10] | |
203 |
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203 | |||
204 | #-------------- session related args ---------------- |
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204 | #-------------- session related args ---------------- | |
205 |
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205 | |||
206 | config : Config object |
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206 | config : Config object | |
207 | If specified, this will be relayed to the Session for configuration |
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207 | If specified, this will be relayed to the Session for configuration | |
208 | username : str |
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208 | username : str | |
209 | set username for the session object |
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209 | set username for the session object | |
210 | packer : str (import_string) or callable |
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210 | packer : str (import_string) or callable | |
211 | Can be either the simple keyword 'json' or 'pickle', or an import_string to a |
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211 | Can be either the simple keyword 'json' or 'pickle', or an import_string to a | |
212 | function to serialize messages. Must support same input as |
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212 | function to serialize messages. Must support same input as | |
213 | JSON, and output must be bytes. |
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213 | JSON, and output must be bytes. | |
214 | You can pass a callable directly as `pack` |
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214 | You can pass a callable directly as `pack` | |
215 | unpacker : str (import_string) or callable |
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215 | unpacker : str (import_string) or callable | |
216 | The inverse of packer. Only necessary if packer is specified as *not* one |
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216 | The inverse of packer. Only necessary if packer is specified as *not* one | |
217 | of 'json' or 'pickle'. |
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217 | of 'json' or 'pickle'. | |
218 |
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218 | |||
219 | #-------------- ssh related args ---------------- |
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219 | #-------------- ssh related args ---------------- | |
220 | # These are args for configuring the ssh tunnel to be used |
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220 | # These are args for configuring the ssh tunnel to be used | |
221 | # credentials are used to forward connections over ssh to the Controller |
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221 | # credentials are used to forward connections over ssh to the Controller | |
222 | # Note that the ip given in `addr` needs to be relative to sshserver |
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222 | # Note that the ip given in `addr` needs to be relative to sshserver | |
223 | # The most basic case is to leave addr as pointing to localhost (127.0.0.1), |
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223 | # The most basic case is to leave addr as pointing to localhost (127.0.0.1), | |
224 | # and set sshserver as the same machine the Controller is on. However, |
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224 | # and set sshserver as the same machine the Controller is on. However, | |
225 | # the only requirement is that sshserver is able to see the Controller |
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225 | # the only requirement is that sshserver is able to see the Controller | |
226 | # (i.e. is within the same trusted network). |
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226 | # (i.e. is within the same trusted network). | |
227 |
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227 | |||
228 | sshserver : str |
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228 | sshserver : str | |
229 | A string of the form passed to ssh, i.e. 'server.tld' or 'user@server.tld:port' |
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229 | A string of the form passed to ssh, i.e. 'server.tld' or 'user@server.tld:port' | |
230 | If keyfile or password is specified, and this is not, it will default to |
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230 | If keyfile or password is specified, and this is not, it will default to | |
231 | the ip given in addr. |
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231 | the ip given in addr. | |
232 | sshkey : str; path to ssh private key file |
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232 | sshkey : str; path to ssh private key file | |
233 | This specifies a key to be used in ssh login, default None. |
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233 | This specifies a key to be used in ssh login, default None. | |
234 | Regular default ssh keys will be used without specifying this argument. |
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234 | Regular default ssh keys will be used without specifying this argument. | |
235 | password : str |
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235 | password : str | |
236 | Your ssh password to sshserver. Note that if this is left None, |
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236 | Your ssh password to sshserver. Note that if this is left None, | |
237 | you will be prompted for it if passwordless key based login is unavailable. |
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237 | you will be prompted for it if passwordless key based login is unavailable. | |
238 | paramiko : bool |
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238 | paramiko : bool | |
239 | flag for whether to use paramiko instead of shell ssh for tunneling. |
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239 | flag for whether to use paramiko instead of shell ssh for tunneling. | |
240 | [default: True on win32, False else] |
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240 | [default: True on win32, False else] | |
241 |
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241 | |||
242 | ------- exec authentication args ------- |
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242 | ------- exec authentication args ------- | |
243 | If even localhost is untrusted, you can have some protection against |
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243 | If even localhost is untrusted, you can have some protection against | |
244 | unauthorized execution by signing messages with HMAC digests. |
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244 | unauthorized execution by signing messages with HMAC digests. | |
245 | Messages are still sent as cleartext, so if someone can snoop your |
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245 | Messages are still sent as cleartext, so if someone can snoop your | |
246 | loopback traffic this will not protect your privacy, but will prevent |
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246 | loopback traffic this will not protect your privacy, but will prevent | |
247 | unauthorized execution. |
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247 | unauthorized execution. | |
248 |
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248 | |||
249 | exec_key : str |
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249 | exec_key : str | |
250 | an authentication key or file containing a key |
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250 | an authentication key or file containing a key | |
251 | default: None |
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251 | default: None | |
252 |
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252 | |||
253 |
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253 | |||
254 | Attributes |
|
254 | Attributes | |
255 | ---------- |
|
255 | ---------- | |
256 |
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256 | |||
257 | ids : list of int engine IDs |
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257 | ids : list of int engine IDs | |
258 | requesting the ids attribute always synchronizes |
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258 | requesting the ids attribute always synchronizes | |
259 | the registration state. To request ids without synchronization, |
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259 | the registration state. To request ids without synchronization, | |
260 | use semi-private _ids attributes. |
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260 | use semi-private _ids attributes. | |
261 |
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261 | |||
262 | history : list of msg_ids |
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262 | history : list of msg_ids | |
263 | a list of msg_ids, keeping track of all the execution |
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263 | a list of msg_ids, keeping track of all the execution | |
264 | messages you have submitted in order. |
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264 | messages you have submitted in order. | |
265 |
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265 | |||
266 | outstanding : set of msg_ids |
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266 | outstanding : set of msg_ids | |
267 | a set of msg_ids that have been submitted, but whose |
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267 | a set of msg_ids that have been submitted, but whose | |
268 | results have not yet been received. |
|
268 | results have not yet been received. | |
269 |
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269 | |||
270 | results : dict |
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270 | results : dict | |
271 | a dict of all our results, keyed by msg_id |
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271 | a dict of all our results, keyed by msg_id | |
272 |
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272 | |||
273 | block : bool |
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273 | block : bool | |
274 | determines default behavior when block not specified |
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274 | determines default behavior when block not specified | |
275 | in execution methods |
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275 | in execution methods | |
276 |
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276 | |||
277 | Methods |
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277 | Methods | |
278 | ------- |
|
278 | ------- | |
279 |
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279 | |||
280 | spin |
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280 | spin | |
281 | flushes incoming results and registration state changes |
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281 | flushes incoming results and registration state changes | |
282 | control methods spin, and requesting `ids` also ensures up to date |
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282 | control methods spin, and requesting `ids` also ensures up to date | |
283 |
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283 | |||
284 | wait |
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284 | wait | |
285 | wait on one or more msg_ids |
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285 | wait on one or more msg_ids | |
286 |
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286 | |||
287 | execution methods |
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287 | execution methods | |
288 | apply |
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288 | apply | |
289 | legacy: execute, run |
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289 | legacy: execute, run | |
290 |
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290 | |||
291 | data movement |
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291 | data movement | |
292 | push, pull, scatter, gather |
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292 | push, pull, scatter, gather | |
293 |
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293 | |||
294 | query methods |
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294 | query methods | |
295 | queue_status, get_result, purge, result_status |
|
295 | queue_status, get_result, purge, result_status | |
296 |
|
296 | |||
297 | control methods |
|
297 | control methods | |
298 | abort, shutdown |
|
298 | abort, shutdown | |
299 |
|
299 | |||
300 | """ |
|
300 | """ | |
301 |
|
301 | |||
302 |
|
302 | |||
303 | block = Bool(False) |
|
303 | block = Bool(False) | |
304 | outstanding = Set() |
|
304 | outstanding = Set() | |
305 | results = Instance('collections.defaultdict', (dict,)) |
|
305 | results = Instance('collections.defaultdict', (dict,)) | |
306 | metadata = Instance('collections.defaultdict', (Metadata,)) |
|
306 | metadata = Instance('collections.defaultdict', (Metadata,)) | |
307 | history = List() |
|
307 | history = List() | |
308 | debug = Bool(False) |
|
308 | debug = Bool(False) | |
309 | _spin_thread = Any() |
|
309 | _spin_thread = Any() | |
310 | _stop_spinning = Any() |
|
310 | _stop_spinning = Any() | |
311 |
|
311 | |||
312 | profile=Unicode() |
|
312 | profile=Unicode() | |
313 | def _profile_default(self): |
|
313 | def _profile_default(self): | |
314 | if BaseIPythonApplication.initialized(): |
|
314 | if BaseIPythonApplication.initialized(): | |
315 | # an IPython app *might* be running, try to get its profile |
|
315 | # an IPython app *might* be running, try to get its profile | |
316 | try: |
|
316 | try: | |
317 | return BaseIPythonApplication.instance().profile |
|
317 | return BaseIPythonApplication.instance().profile | |
318 | except (AttributeError, MultipleInstanceError): |
|
318 | except (AttributeError, MultipleInstanceError): | |
319 | # could be a *different* subclass of config.Application, |
|
319 | # could be a *different* subclass of config.Application, | |
320 | # which would raise one of these two errors. |
|
320 | # which would raise one of these two errors. | |
321 | return u'default' |
|
321 | return u'default' | |
322 | else: |
|
322 | else: | |
323 | return u'default' |
|
323 | return u'default' | |
324 |
|
324 | |||
325 |
|
325 | |||
326 | _outstanding_dict = Instance('collections.defaultdict', (set,)) |
|
326 | _outstanding_dict = Instance('collections.defaultdict', (set,)) | |
327 | _ids = List() |
|
327 | _ids = List() | |
328 | _connected=Bool(False) |
|
328 | _connected=Bool(False) | |
329 | _ssh=Bool(False) |
|
329 | _ssh=Bool(False) | |
330 | _context = Instance('zmq.Context') |
|
330 | _context = Instance('zmq.Context') | |
331 | _config = Dict() |
|
331 | _config = Dict() | |
332 | _engines=Instance(util.ReverseDict, (), {}) |
|
332 | _engines=Instance(util.ReverseDict, (), {}) | |
333 | # _hub_socket=Instance('zmq.Socket') |
|
333 | # _hub_socket=Instance('zmq.Socket') | |
334 | _query_socket=Instance('zmq.Socket') |
|
334 | _query_socket=Instance('zmq.Socket') | |
335 | _control_socket=Instance('zmq.Socket') |
|
335 | _control_socket=Instance('zmq.Socket') | |
336 | _iopub_socket=Instance('zmq.Socket') |
|
336 | _iopub_socket=Instance('zmq.Socket') | |
337 | _notification_socket=Instance('zmq.Socket') |
|
337 | _notification_socket=Instance('zmq.Socket') | |
338 | _mux_socket=Instance('zmq.Socket') |
|
338 | _mux_socket=Instance('zmq.Socket') | |
339 | _task_socket=Instance('zmq.Socket') |
|
339 | _task_socket=Instance('zmq.Socket') | |
340 | _task_scheme=Unicode() |
|
340 | _task_scheme=Unicode() | |
341 | _closed = False |
|
341 | _closed = False | |
342 | _ignored_control_replies=Integer(0) |
|
342 | _ignored_control_replies=Integer(0) | |
343 | _ignored_hub_replies=Integer(0) |
|
343 | _ignored_hub_replies=Integer(0) | |
344 |
|
344 | |||
345 | def __new__(self, *args, **kw): |
|
345 | def __new__(self, *args, **kw): | |
346 | # don't raise on positional args |
|
346 | # don't raise on positional args | |
347 | return HasTraits.__new__(self, **kw) |
|
347 | return HasTraits.__new__(self, **kw) | |
348 |
|
348 | |||
349 | def __init__(self, url_or_file=None, profile=None, profile_dir=None, ipython_dir=None, |
|
349 | def __init__(self, url_or_file=None, profile=None, profile_dir=None, ipython_dir=None, | |
350 | context=None, debug=False, exec_key=None, |
|
350 | context=None, debug=False, exec_key=None, | |
351 | sshserver=None, sshkey=None, password=None, paramiko=None, |
|
351 | sshserver=None, sshkey=None, password=None, paramiko=None, | |
352 | timeout=10, **extra_args |
|
352 | timeout=10, **extra_args | |
353 | ): |
|
353 | ): | |
354 | if profile: |
|
354 | if profile: | |
355 | super(Client, self).__init__(debug=debug, profile=profile) |
|
355 | super(Client, self).__init__(debug=debug, profile=profile) | |
356 | else: |
|
356 | else: | |
357 | super(Client, self).__init__(debug=debug) |
|
357 | super(Client, self).__init__(debug=debug) | |
358 | if context is None: |
|
358 | if context is None: | |
359 | context = zmq.Context.instance() |
|
359 | context = zmq.Context.instance() | |
360 | self._context = context |
|
360 | self._context = context | |
361 | self._stop_spinning = Event() |
|
361 | self._stop_spinning = Event() | |
362 |
|
362 | |||
363 | self._setup_profile_dir(self.profile, profile_dir, ipython_dir) |
|
363 | self._setup_profile_dir(self.profile, profile_dir, ipython_dir) | |
364 | if self._cd is not None: |
|
364 | if self._cd is not None: | |
365 | if url_or_file is None: |
|
365 | if url_or_file is None: | |
366 | url_or_file = pjoin(self._cd.security_dir, 'ipcontroller-client.json') |
|
366 | url_or_file = pjoin(self._cd.security_dir, 'ipcontroller-client.json') | |
367 | if url_or_file is None: |
|
367 | if url_or_file is None: | |
368 | raise ValueError( |
|
368 | raise ValueError( | |
369 | "I can't find enough information to connect to a hub!" |
|
369 | "I can't find enough information to connect to a hub!" | |
370 | " Please specify at least one of url_or_file or profile." |
|
370 | " Please specify at least one of url_or_file or profile." | |
371 | ) |
|
371 | ) | |
372 |
|
372 | |||
373 | if not util.is_url(url_or_file): |
|
373 | if not util.is_url(url_or_file): | |
374 | # it's not a url, try for a file |
|
374 | # it's not a url, try for a file | |
375 | if not os.path.exists(url_or_file): |
|
375 | if not os.path.exists(url_or_file): | |
376 | if self._cd: |
|
376 | if self._cd: | |
377 | url_or_file = os.path.join(self._cd.security_dir, url_or_file) |
|
377 | url_or_file = os.path.join(self._cd.security_dir, url_or_file) | |
378 | if not os.path.exists(url_or_file): |
|
378 | if not os.path.exists(url_or_file): | |
379 | raise IOError("Connection file not found: %r" % url_or_file) |
|
379 | raise IOError("Connection file not found: %r" % url_or_file) | |
380 | with open(url_or_file) as f: |
|
380 | with open(url_or_file) as f: | |
381 | cfg = json.loads(f.read()) |
|
381 | cfg = json.loads(f.read()) | |
382 | else: |
|
382 | else: | |
383 | cfg = {'url':url_or_file} |
|
383 | cfg = {'url':url_or_file} | |
384 |
|
384 | |||
385 | # sync defaults from args, json: |
|
385 | # sync defaults from args, json: | |
386 | if sshserver: |
|
386 | if sshserver: | |
387 | cfg['ssh'] = sshserver |
|
387 | cfg['ssh'] = sshserver | |
388 | if exec_key: |
|
388 | if exec_key: | |
389 | cfg['exec_key'] = exec_key |
|
389 | cfg['exec_key'] = exec_key | |
390 | exec_key = cfg['exec_key'] |
|
390 | exec_key = cfg['exec_key'] | |
391 | location = cfg.setdefault('location', None) |
|
391 | location = cfg.setdefault('location', None) | |
392 | cfg['url'] = util.disambiguate_url(cfg['url'], location) |
|
392 | cfg['url'] = util.disambiguate_url(cfg['url'], location) | |
393 | url = cfg['url'] |
|
393 | url = cfg['url'] | |
394 | proto,addr,port = util.split_url(url) |
|
394 | proto,addr,port = util.split_url(url) | |
395 | if location is not None and addr == '127.0.0.1': |
|
395 | if location is not None and addr == '127.0.0.1': | |
396 | # location specified, and connection is expected to be local |
|
396 | # location specified, and connection is expected to be local | |
397 | if location not in LOCAL_IPS and not sshserver: |
|
397 | if location not in LOCAL_IPS and not sshserver: | |
398 | # load ssh from JSON *only* if the controller is not on |
|
398 | # load ssh from JSON *only* if the controller is not on | |
399 | # this machine |
|
399 | # this machine | |
400 | sshserver=cfg['ssh'] |
|
400 | sshserver=cfg['ssh'] | |
401 | if location not in LOCAL_IPS and not sshserver: |
|
401 | if location not in LOCAL_IPS and not sshserver: | |
402 | # warn if no ssh specified, but SSH is probably needed |
|
402 | # warn if no ssh specified, but SSH is probably needed | |
403 | # This is only a warning, because the most likely cause |
|
403 | # This is only a warning, because the most likely cause | |
404 | # is a local Controller on a laptop whose IP is dynamic |
|
404 | # is a local Controller on a laptop whose IP is dynamic | |
405 | warnings.warn(""" |
|
405 | warnings.warn(""" | |
406 | Controller appears to be listening on localhost, but not on this machine. |
|
406 | Controller appears to be listening on localhost, but not on this machine. | |
407 | If this is true, you should specify Client(...,sshserver='you@%s') |
|
407 | If this is true, you should specify Client(...,sshserver='you@%s') | |
408 | or instruct your controller to listen on an external IP."""%location, |
|
408 | or instruct your controller to listen on an external IP."""%location, | |
409 | RuntimeWarning) |
|
409 | RuntimeWarning) | |
410 | elif not sshserver: |
|
410 | elif not sshserver: | |
411 | # otherwise sync with cfg |
|
411 | # otherwise sync with cfg | |
412 | sshserver = cfg['ssh'] |
|
412 | sshserver = cfg['ssh'] | |
413 |
|
413 | |||
414 | self._config = cfg |
|
414 | self._config = cfg | |
415 |
|
415 | |||
416 | self._ssh = bool(sshserver or sshkey or password) |
|
416 | self._ssh = bool(sshserver or sshkey or password) | |
417 | if self._ssh and sshserver is None: |
|
417 | if self._ssh and sshserver is None: | |
418 | # default to ssh via localhost |
|
418 | # default to ssh via localhost | |
419 | sshserver = url.split('://')[1].split(':')[0] |
|
419 | sshserver = url.split('://')[1].split(':')[0] | |
420 | if self._ssh and password is None: |
|
420 | if self._ssh and password is None: | |
421 | if tunnel.try_passwordless_ssh(sshserver, sshkey, paramiko): |
|
421 | if tunnel.try_passwordless_ssh(sshserver, sshkey, paramiko): | |
422 | password=False |
|
422 | password=False | |
423 | else: |
|
423 | else: | |
424 | password = getpass("SSH Password for %s: "%sshserver) |
|
424 | password = getpass("SSH Password for %s: "%sshserver) | |
425 | ssh_kwargs = dict(keyfile=sshkey, password=password, paramiko=paramiko) |
|
425 | ssh_kwargs = dict(keyfile=sshkey, password=password, paramiko=paramiko) | |
426 |
|
426 | |||
427 | # configure and construct the session |
|
427 | # configure and construct the session | |
428 | if exec_key is not None: |
|
428 | if exec_key is not None: | |
429 | if os.path.isfile(exec_key): |
|
429 | if os.path.isfile(exec_key): | |
430 | extra_args['keyfile'] = exec_key |
|
430 | extra_args['keyfile'] = exec_key | |
431 | else: |
|
431 | else: | |
432 | exec_key = cast_bytes(exec_key) |
|
432 | exec_key = cast_bytes(exec_key) | |
433 | extra_args['key'] = exec_key |
|
433 | extra_args['key'] = exec_key | |
434 | self.session = Session(**extra_args) |
|
434 | self.session = Session(**extra_args) | |
435 |
|
435 | |||
436 | self._query_socket = self._context.socket(zmq.DEALER) |
|
436 | self._query_socket = self._context.socket(zmq.DEALER) | |
437 | self._query_socket.setsockopt(zmq.IDENTITY, self.session.bsession) |
|
437 | self._query_socket.setsockopt(zmq.IDENTITY, self.session.bsession) | |
438 | if self._ssh: |
|
438 | if self._ssh: | |
439 | tunnel.tunnel_connection(self._query_socket, url, sshserver, **ssh_kwargs) |
|
439 | tunnel.tunnel_connection(self._query_socket, url, sshserver, **ssh_kwargs) | |
440 | else: |
|
440 | else: | |
441 | self._query_socket.connect(url) |
|
441 | self._query_socket.connect(url) | |
442 |
|
442 | |||
443 | self.session.debug = self.debug |
|
443 | self.session.debug = self.debug | |
444 |
|
444 | |||
445 | self._notification_handlers = {'registration_notification' : self._register_engine, |
|
445 | self._notification_handlers = {'registration_notification' : self._register_engine, | |
446 | 'unregistration_notification' : self._unregister_engine, |
|
446 | 'unregistration_notification' : self._unregister_engine, | |
447 | 'shutdown_notification' : lambda msg: self.close(), |
|
447 | 'shutdown_notification' : lambda msg: self.close(), | |
448 | } |
|
448 | } | |
449 | self._queue_handlers = {'execute_reply' : self._handle_execute_reply, |
|
449 | self._queue_handlers = {'execute_reply' : self._handle_execute_reply, | |
450 | 'apply_reply' : self._handle_apply_reply} |
|
450 | 'apply_reply' : self._handle_apply_reply} | |
451 | self._connect(sshserver, ssh_kwargs, timeout) |
|
451 | self._connect(sshserver, ssh_kwargs, timeout) | |
452 |
|
452 | |||
453 | def __del__(self): |
|
453 | def __del__(self): | |
454 | """cleanup sockets, but _not_ context.""" |
|
454 | """cleanup sockets, but _not_ context.""" | |
455 | self.close() |
|
455 | self.close() | |
456 |
|
456 | |||
457 | def _setup_profile_dir(self, profile, profile_dir, ipython_dir): |
|
457 | def _setup_profile_dir(self, profile, profile_dir, ipython_dir): | |
458 | if ipython_dir is None: |
|
458 | if ipython_dir is None: | |
459 | ipython_dir = get_ipython_dir() |
|
459 | ipython_dir = get_ipython_dir() | |
460 | if profile_dir is not None: |
|
460 | if profile_dir is not None: | |
461 | try: |
|
461 | try: | |
462 | self._cd = ProfileDir.find_profile_dir(profile_dir) |
|
462 | self._cd = ProfileDir.find_profile_dir(profile_dir) | |
463 | return |
|
463 | return | |
464 | except ProfileDirError: |
|
464 | except ProfileDirError: | |
465 | pass |
|
465 | pass | |
466 | elif profile is not None: |
|
466 | elif profile is not None: | |
467 | try: |
|
467 | try: | |
468 | self._cd = ProfileDir.find_profile_dir_by_name( |
|
468 | self._cd = ProfileDir.find_profile_dir_by_name( | |
469 | ipython_dir, profile) |
|
469 | ipython_dir, profile) | |
470 | return |
|
470 | return | |
471 | except ProfileDirError: |
|
471 | except ProfileDirError: | |
472 | pass |
|
472 | pass | |
473 | self._cd = None |
|
473 | self._cd = None | |
474 |
|
474 | |||
475 | def _update_engines(self, engines): |
|
475 | def _update_engines(self, engines): | |
476 | """Update our engines dict and _ids from a dict of the form: {id:uuid}.""" |
|
476 | """Update our engines dict and _ids from a dict of the form: {id:uuid}.""" | |
477 | for k,v in engines.iteritems(): |
|
477 | for k,v in engines.iteritems(): | |
478 | eid = int(k) |
|
478 | eid = int(k) | |
479 | self._engines[eid] = v |
|
479 | self._engines[eid] = v | |
480 | self._ids.append(eid) |
|
480 | self._ids.append(eid) | |
481 | self._ids = sorted(self._ids) |
|
481 | self._ids = sorted(self._ids) | |
482 | if sorted(self._engines.keys()) != range(len(self._engines)) and \ |
|
482 | if sorted(self._engines.keys()) != range(len(self._engines)) and \ | |
483 | self._task_scheme == 'pure' and self._task_socket: |
|
483 | self._task_scheme == 'pure' and self._task_socket: | |
484 | self._stop_scheduling_tasks() |
|
484 | self._stop_scheduling_tasks() | |
485 |
|
485 | |||
486 | def _stop_scheduling_tasks(self): |
|
486 | def _stop_scheduling_tasks(self): | |
487 | """Stop scheduling tasks because an engine has been unregistered |
|
487 | """Stop scheduling tasks because an engine has been unregistered | |
488 | from a pure ZMQ scheduler. |
|
488 | from a pure ZMQ scheduler. | |
489 | """ |
|
489 | """ | |
490 | self._task_socket.close() |
|
490 | self._task_socket.close() | |
491 | self._task_socket = None |
|
491 | self._task_socket = None | |
492 | msg = "An engine has been unregistered, and we are using pure " +\ |
|
492 | msg = "An engine has been unregistered, and we are using pure " +\ | |
493 | "ZMQ task scheduling. Task farming will be disabled." |
|
493 | "ZMQ task scheduling. Task farming will be disabled." | |
494 | if self.outstanding: |
|
494 | if self.outstanding: | |
495 | msg += " If you were running tasks when this happened, " +\ |
|
495 | msg += " If you were running tasks when this happened, " +\ | |
496 | "some `outstanding` msg_ids may never resolve." |
|
496 | "some `outstanding` msg_ids may never resolve." | |
497 | warnings.warn(msg, RuntimeWarning) |
|
497 | warnings.warn(msg, RuntimeWarning) | |
498 |
|
498 | |||
499 | def _build_targets(self, targets): |
|
499 | def _build_targets(self, targets): | |
500 | """Turn valid target IDs or 'all' into two lists: |
|
500 | """Turn valid target IDs or 'all' into two lists: | |
501 | (int_ids, uuids). |
|
501 | (int_ids, uuids). | |
502 | """ |
|
502 | """ | |
503 | if not self._ids: |
|
503 | if not self._ids: | |
504 | # flush notification socket if no engines yet, just in case |
|
504 | # flush notification socket if no engines yet, just in case | |
505 | if not self.ids: |
|
505 | if not self.ids: | |
506 | raise error.NoEnginesRegistered("Can't build targets without any engines") |
|
506 | raise error.NoEnginesRegistered("Can't build targets without any engines") | |
507 |
|
507 | |||
508 | if targets is None: |
|
508 | if targets is None: | |
509 | targets = self._ids |
|
509 | targets = self._ids | |
510 | elif isinstance(targets, basestring): |
|
510 | elif isinstance(targets, basestring): | |
511 | if targets.lower() == 'all': |
|
511 | if targets.lower() == 'all': | |
512 | targets = self._ids |
|
512 | targets = self._ids | |
513 | else: |
|
513 | else: | |
514 | raise TypeError("%r not valid str target, must be 'all'"%(targets)) |
|
514 | raise TypeError("%r not valid str target, must be 'all'"%(targets)) | |
515 | elif isinstance(targets, int): |
|
515 | elif isinstance(targets, int): | |
516 | if targets < 0: |
|
516 | if targets < 0: | |
517 | targets = self.ids[targets] |
|
517 | targets = self.ids[targets] | |
518 | if targets not in self._ids: |
|
518 | if targets not in self._ids: | |
519 | raise IndexError("No such engine: %i"%targets) |
|
519 | raise IndexError("No such engine: %i"%targets) | |
520 | targets = [targets] |
|
520 | targets = [targets] | |
521 |
|
521 | |||
522 | if isinstance(targets, slice): |
|
522 | if isinstance(targets, slice): | |
523 | indices = range(len(self._ids))[targets] |
|
523 | indices = range(len(self._ids))[targets] | |
524 | ids = self.ids |
|
524 | ids = self.ids | |
525 | targets = [ ids[i] for i in indices ] |
|
525 | targets = [ ids[i] for i in indices ] | |
526 |
|
526 | |||
527 | if not isinstance(targets, (tuple, list, xrange)): |
|
527 | if not isinstance(targets, (tuple, list, xrange)): | |
528 | raise TypeError("targets by int/slice/collection of ints only, not %s"%(type(targets))) |
|
528 | raise TypeError("targets by int/slice/collection of ints only, not %s"%(type(targets))) | |
529 |
|
529 | |||
530 | return [cast_bytes(self._engines[t]) for t in targets], list(targets) |
|
530 | return [cast_bytes(self._engines[t]) for t in targets], list(targets) | |
531 |
|
531 | |||
532 | def _connect(self, sshserver, ssh_kwargs, timeout): |
|
532 | def _connect(self, sshserver, ssh_kwargs, timeout): | |
533 | """setup all our socket connections to the cluster. This is called from |
|
533 | """setup all our socket connections to the cluster. This is called from | |
534 | __init__.""" |
|
534 | __init__.""" | |
535 |
|
535 | |||
536 | # Maybe allow reconnecting? |
|
536 | # Maybe allow reconnecting? | |
537 | if self._connected: |
|
537 | if self._connected: | |
538 | return |
|
538 | return | |
539 | self._connected=True |
|
539 | self._connected=True | |
540 |
|
540 | |||
541 | def connect_socket(s, url): |
|
541 | def connect_socket(s, url): | |
542 | url = util.disambiguate_url(url, self._config['location']) |
|
542 | url = util.disambiguate_url(url, self._config['location']) | |
543 | if self._ssh: |
|
543 | if self._ssh: | |
544 | return tunnel.tunnel_connection(s, url, sshserver, **ssh_kwargs) |
|
544 | return tunnel.tunnel_connection(s, url, sshserver, **ssh_kwargs) | |
545 | else: |
|
545 | else: | |
546 | return s.connect(url) |
|
546 | return s.connect(url) | |
547 |
|
547 | |||
548 | self.session.send(self._query_socket, 'connection_request') |
|
548 | self.session.send(self._query_socket, 'connection_request') | |
549 | # use Poller because zmq.select has wrong units in pyzmq 2.1.7 |
|
549 | # use Poller because zmq.select has wrong units in pyzmq 2.1.7 | |
550 | poller = zmq.Poller() |
|
550 | poller = zmq.Poller() | |
551 | poller.register(self._query_socket, zmq.POLLIN) |
|
551 | poller.register(self._query_socket, zmq.POLLIN) | |
552 | # poll expects milliseconds, timeout is seconds |
|
552 | # poll expects milliseconds, timeout is seconds | |
553 | evts = poller.poll(timeout*1000) |
|
553 | evts = poller.poll(timeout*1000) | |
554 | if not evts: |
|
554 | if not evts: | |
555 | raise error.TimeoutError("Hub connection request timed out") |
|
555 | raise error.TimeoutError("Hub connection request timed out") | |
556 | idents,msg = self.session.recv(self._query_socket,mode=0) |
|
556 | idents,msg = self.session.recv(self._query_socket,mode=0) | |
557 | if self.debug: |
|
557 | if self.debug: | |
558 | pprint(msg) |
|
558 | pprint(msg) | |
559 | msg = Message(msg) |
|
559 | msg = Message(msg) | |
560 | content = msg.content |
|
560 | content = msg.content | |
561 | self._config['registration'] = dict(content) |
|
561 | self._config['registration'] = dict(content) | |
562 | if content.status == 'ok': |
|
562 | if content.status == 'ok': | |
563 | ident = self.session.bsession |
|
563 | ident = self.session.bsession | |
564 | if content.mux: |
|
564 | if content.mux: | |
565 | self._mux_socket = self._context.socket(zmq.DEALER) |
|
565 | self._mux_socket = self._context.socket(zmq.DEALER) | |
566 | self._mux_socket.setsockopt(zmq.IDENTITY, ident) |
|
566 | self._mux_socket.setsockopt(zmq.IDENTITY, ident) | |
567 | connect_socket(self._mux_socket, content.mux) |
|
567 | connect_socket(self._mux_socket, content.mux) | |
568 | if content.task: |
|
568 | if content.task: | |
569 | self._task_scheme, task_addr = content.task |
|
569 | self._task_scheme, task_addr = content.task | |
570 | self._task_socket = self._context.socket(zmq.DEALER) |
|
570 | self._task_socket = self._context.socket(zmq.DEALER) | |
571 | self._task_socket.setsockopt(zmq.IDENTITY, ident) |
|
571 | self._task_socket.setsockopt(zmq.IDENTITY, ident) | |
572 | connect_socket(self._task_socket, task_addr) |
|
572 | connect_socket(self._task_socket, task_addr) | |
573 | if content.notification: |
|
573 | if content.notification: | |
574 | self._notification_socket = self._context.socket(zmq.SUB) |
|
574 | self._notification_socket = self._context.socket(zmq.SUB) | |
575 | connect_socket(self._notification_socket, content.notification) |
|
575 | connect_socket(self._notification_socket, content.notification) | |
576 | self._notification_socket.setsockopt(zmq.SUBSCRIBE, b'') |
|
576 | self._notification_socket.setsockopt(zmq.SUBSCRIBE, b'') | |
577 | # if content.query: |
|
577 | # if content.query: | |
578 | # self._query_socket = self._context.socket(zmq.DEALER) |
|
578 | # self._query_socket = self._context.socket(zmq.DEALER) | |
579 | # self._query_socket.setsockopt(zmq.IDENTITY, self.session.bsession) |
|
579 | # self._query_socket.setsockopt(zmq.IDENTITY, self.session.bsession) | |
580 | # connect_socket(self._query_socket, content.query) |
|
580 | # connect_socket(self._query_socket, content.query) | |
581 | if content.control: |
|
581 | if content.control: | |
582 | self._control_socket = self._context.socket(zmq.DEALER) |
|
582 | self._control_socket = self._context.socket(zmq.DEALER) | |
583 | self._control_socket.setsockopt(zmq.IDENTITY, ident) |
|
583 | self._control_socket.setsockopt(zmq.IDENTITY, ident) | |
584 | connect_socket(self._control_socket, content.control) |
|
584 | connect_socket(self._control_socket, content.control) | |
585 | if content.iopub: |
|
585 | if content.iopub: | |
586 | self._iopub_socket = self._context.socket(zmq.SUB) |
|
586 | self._iopub_socket = self._context.socket(zmq.SUB) | |
587 | self._iopub_socket.setsockopt(zmq.SUBSCRIBE, b'') |
|
587 | self._iopub_socket.setsockopt(zmq.SUBSCRIBE, b'') | |
588 | self._iopub_socket.setsockopt(zmq.IDENTITY, ident) |
|
588 | self._iopub_socket.setsockopt(zmq.IDENTITY, ident) | |
589 | connect_socket(self._iopub_socket, content.iopub) |
|
589 | connect_socket(self._iopub_socket, content.iopub) | |
590 | self._update_engines(dict(content.engines)) |
|
590 | self._update_engines(dict(content.engines)) | |
591 | else: |
|
591 | else: | |
592 | self._connected = False |
|
592 | self._connected = False | |
593 | raise Exception("Failed to connect!") |
|
593 | raise Exception("Failed to connect!") | |
594 |
|
594 | |||
595 | #-------------------------------------------------------------------------- |
|
595 | #-------------------------------------------------------------------------- | |
596 | # handlers and callbacks for incoming messages |
|
596 | # handlers and callbacks for incoming messages | |
597 | #-------------------------------------------------------------------------- |
|
597 | #-------------------------------------------------------------------------- | |
598 |
|
598 | |||
599 | def _unwrap_exception(self, content): |
|
599 | def _unwrap_exception(self, content): | |
600 | """unwrap exception, and remap engine_id to int.""" |
|
600 | """unwrap exception, and remap engine_id to int.""" | |
601 | e = error.unwrap_exception(content) |
|
601 | e = error.unwrap_exception(content) | |
602 | # print e.traceback |
|
602 | # print e.traceback | |
603 | if e.engine_info: |
|
603 | if e.engine_info: | |
604 | e_uuid = e.engine_info['engine_uuid'] |
|
604 | e_uuid = e.engine_info['engine_uuid'] | |
605 | eid = self._engines[e_uuid] |
|
605 | eid = self._engines[e_uuid] | |
606 | e.engine_info['engine_id'] = eid |
|
606 | e.engine_info['engine_id'] = eid | |
607 | return e |
|
607 | return e | |
608 |
|
608 | |||
609 | def _extract_metadata(self, header, parent, content): |
|
609 | def _extract_metadata(self, header, parent, content): | |
610 | md = {'msg_id' : parent['msg_id'], |
|
610 | md = {'msg_id' : parent['msg_id'], | |
611 | 'received' : datetime.now(), |
|
611 | 'received' : datetime.now(), | |
612 | 'engine_uuid' : header.get('engine', None), |
|
612 | 'engine_uuid' : header.get('engine', None), | |
613 | 'follow' : parent.get('follow', []), |
|
613 | 'follow' : parent.get('follow', []), | |
614 | 'after' : parent.get('after', []), |
|
614 | 'after' : parent.get('after', []), | |
615 | 'status' : content['status'], |
|
615 | 'status' : content['status'], | |
616 | } |
|
616 | } | |
617 |
|
617 | |||
618 | if md['engine_uuid'] is not None: |
|
618 | if md['engine_uuid'] is not None: | |
619 | md['engine_id'] = self._engines.get(md['engine_uuid'], None) |
|
619 | md['engine_id'] = self._engines.get(md['engine_uuid'], None) | |
620 |
|
620 | |||
621 | if 'date' in parent: |
|
621 | if 'date' in parent: | |
622 | md['submitted'] = parent['date'] |
|
622 | md['submitted'] = parent['date'] | |
623 | if 'started' in header: |
|
623 | if 'started' in header: | |
624 | md['started'] = header['started'] |
|
624 | md['started'] = header['started'] | |
625 | if 'date' in header: |
|
625 | if 'date' in header: | |
626 | md['completed'] = header['date'] |
|
626 | md['completed'] = header['date'] | |
627 | return md |
|
627 | return md | |
628 |
|
628 | |||
629 | def _register_engine(self, msg): |
|
629 | def _register_engine(self, msg): | |
630 | """Register a new engine, and update our connection info.""" |
|
630 | """Register a new engine, and update our connection info.""" | |
631 | content = msg['content'] |
|
631 | content = msg['content'] | |
632 | eid = content['id'] |
|
632 | eid = content['id'] | |
633 | d = {eid : content['queue']} |
|
633 | d = {eid : content['queue']} | |
634 | self._update_engines(d) |
|
634 | self._update_engines(d) | |
635 |
|
635 | |||
636 | def _unregister_engine(self, msg): |
|
636 | def _unregister_engine(self, msg): | |
637 | """Unregister an engine that has died.""" |
|
637 | """Unregister an engine that has died.""" | |
638 | content = msg['content'] |
|
638 | content = msg['content'] | |
639 | eid = int(content['id']) |
|
639 | eid = int(content['id']) | |
640 | if eid in self._ids: |
|
640 | if eid in self._ids: | |
641 | self._ids.remove(eid) |
|
641 | self._ids.remove(eid) | |
642 | uuid = self._engines.pop(eid) |
|
642 | uuid = self._engines.pop(eid) | |
643 |
|
643 | |||
644 | self._handle_stranded_msgs(eid, uuid) |
|
644 | self._handle_stranded_msgs(eid, uuid) | |
645 |
|
645 | |||
646 | if self._task_socket and self._task_scheme == 'pure': |
|
646 | if self._task_socket and self._task_scheme == 'pure': | |
647 | self._stop_scheduling_tasks() |
|
647 | self._stop_scheduling_tasks() | |
648 |
|
648 | |||
649 | def _handle_stranded_msgs(self, eid, uuid): |
|
649 | def _handle_stranded_msgs(self, eid, uuid): | |
650 | """Handle messages known to be on an engine when the engine unregisters. |
|
650 | """Handle messages known to be on an engine when the engine unregisters. | |
651 |
|
651 | |||
652 | It is possible that this will fire prematurely - that is, an engine will |
|
652 | It is possible that this will fire prematurely - that is, an engine will | |
653 | go down after completing a result, and the client will be notified |
|
653 | go down after completing a result, and the client will be notified | |
654 | of the unregistration and later receive the successful result. |
|
654 | of the unregistration and later receive the successful result. | |
655 | """ |
|
655 | """ | |
656 |
|
656 | |||
657 | outstanding = self._outstanding_dict[uuid] |
|
657 | outstanding = self._outstanding_dict[uuid] | |
658 |
|
658 | |||
659 | for msg_id in list(outstanding): |
|
659 | for msg_id in list(outstanding): | |
660 | if msg_id in self.results: |
|
660 | if msg_id in self.results: | |
661 | # we already |
|
661 | # we already | |
662 | continue |
|
662 | continue | |
663 | try: |
|
663 | try: | |
664 | raise error.EngineError("Engine %r died while running task %r"%(eid, msg_id)) |
|
664 | raise error.EngineError("Engine %r died while running task %r"%(eid, msg_id)) | |
665 | except: |
|
665 | except: | |
666 | content = error.wrap_exception() |
|
666 | content = error.wrap_exception() | |
667 | # build a fake message: |
|
667 | # build a fake message: | |
668 | parent = {} |
|
668 | parent = {} | |
669 | header = {} |
|
669 | header = {} | |
670 | parent['msg_id'] = msg_id |
|
670 | parent['msg_id'] = msg_id | |
671 | header['engine'] = uuid |
|
671 | header['engine'] = uuid | |
672 | header['date'] = datetime.now() |
|
672 | header['date'] = datetime.now() | |
673 | msg = dict(parent_header=parent, header=header, content=content) |
|
673 | msg = dict(parent_header=parent, header=header, content=content) | |
674 | self._handle_apply_reply(msg) |
|
674 | self._handle_apply_reply(msg) | |
675 |
|
675 | |||
676 | def _handle_execute_reply(self, msg): |
|
676 | def _handle_execute_reply(self, msg): | |
677 | """Save the reply to an execute_request into our results. |
|
677 | """Save the reply to an execute_request into our results. | |
678 |
|
678 | |||
679 | execute messages are never actually used. apply is used instead. |
|
679 | execute messages are never actually used. apply is used instead. | |
680 | """ |
|
680 | """ | |
681 |
|
681 | |||
682 | parent = msg['parent_header'] |
|
682 | parent = msg['parent_header'] | |
683 | msg_id = parent['msg_id'] |
|
683 | msg_id = parent['msg_id'] | |
684 | if msg_id not in self.outstanding: |
|
684 | if msg_id not in self.outstanding: | |
685 | if msg_id in self.history: |
|
685 | if msg_id in self.history: | |
686 | print ("got stale result: %s"%msg_id) |
|
686 | print ("got stale result: %s"%msg_id) | |
687 | else: |
|
687 | else: | |
688 | print ("got unknown result: %s"%msg_id) |
|
688 | print ("got unknown result: %s"%msg_id) | |
689 | else: |
|
689 | else: | |
690 | self.outstanding.remove(msg_id) |
|
690 | self.outstanding.remove(msg_id) | |
691 |
|
691 | |||
692 | content = msg['content'] |
|
692 | content = msg['content'] | |
693 | header = msg['header'] |
|
693 | header = msg['header'] | |
694 |
|
694 | |||
695 | # construct metadata: |
|
695 | # construct metadata: | |
696 | md = self.metadata[msg_id] |
|
696 | md = self.metadata[msg_id] | |
697 | md.update(self._extract_metadata(header, parent, content)) |
|
697 | md.update(self._extract_metadata(header, parent, content)) | |
698 | # is this redundant? |
|
698 | # is this redundant? | |
699 | self.metadata[msg_id] = md |
|
699 | self.metadata[msg_id] = md | |
700 |
|
700 | |||
701 | e_outstanding = self._outstanding_dict[md['engine_uuid']] |
|
701 | e_outstanding = self._outstanding_dict[md['engine_uuid']] | |
702 | if msg_id in e_outstanding: |
|
702 | if msg_id in e_outstanding: | |
703 | e_outstanding.remove(msg_id) |
|
703 | e_outstanding.remove(msg_id) | |
704 |
|
704 | |||
705 | # construct result: |
|
705 | # construct result: | |
706 | if content['status'] == 'ok': |
|
706 | if content['status'] == 'ok': | |
707 | self.results[msg_id] = ExecuteReply(msg_id, content, md) |
|
707 | self.results[msg_id] = ExecuteReply(msg_id, content, md) | |
708 | elif content['status'] == 'aborted': |
|
708 | elif content['status'] == 'aborted': | |
709 | self.results[msg_id] = error.TaskAborted(msg_id) |
|
709 | self.results[msg_id] = error.TaskAborted(msg_id) | |
710 | elif content['status'] == 'resubmitted': |
|
710 | elif content['status'] == 'resubmitted': | |
711 | # TODO: handle resubmission |
|
711 | # TODO: handle resubmission | |
712 | pass |
|
712 | pass | |
713 | else: |
|
713 | else: | |
714 | self.results[msg_id] = self._unwrap_exception(content) |
|
714 | self.results[msg_id] = self._unwrap_exception(content) | |
715 |
|
715 | |||
716 | def _handle_apply_reply(self, msg): |
|
716 | def _handle_apply_reply(self, msg): | |
717 | """Save the reply to an apply_request into our results.""" |
|
717 | """Save the reply to an apply_request into our results.""" | |
718 | parent = msg['parent_header'] |
|
718 | parent = msg['parent_header'] | |
719 | msg_id = parent['msg_id'] |
|
719 | msg_id = parent['msg_id'] | |
720 | if msg_id not in self.outstanding: |
|
720 | if msg_id not in self.outstanding: | |
721 | if msg_id in self.history: |
|
721 | if msg_id in self.history: | |
722 | print ("got stale result: %s"%msg_id) |
|
722 | print ("got stale result: %s"%msg_id) | |
723 | print self.results[msg_id] |
|
723 | print self.results[msg_id] | |
724 | print msg |
|
724 | print msg | |
725 | else: |
|
725 | else: | |
726 | print ("got unknown result: %s"%msg_id) |
|
726 | print ("got unknown result: %s"%msg_id) | |
727 | else: |
|
727 | else: | |
728 | self.outstanding.remove(msg_id) |
|
728 | self.outstanding.remove(msg_id) | |
729 | content = msg['content'] |
|
729 | content = msg['content'] | |
730 | header = msg['header'] |
|
730 | header = msg['header'] | |
731 |
|
731 | |||
732 | # construct metadata: |
|
732 | # construct metadata: | |
733 | md = self.metadata[msg_id] |
|
733 | md = self.metadata[msg_id] | |
734 | md.update(self._extract_metadata(header, parent, content)) |
|
734 | md.update(self._extract_metadata(header, parent, content)) | |
735 | # is this redundant? |
|
735 | # is this redundant? | |
736 | self.metadata[msg_id] = md |
|
736 | self.metadata[msg_id] = md | |
737 |
|
737 | |||
738 | e_outstanding = self._outstanding_dict[md['engine_uuid']] |
|
738 | e_outstanding = self._outstanding_dict[md['engine_uuid']] | |
739 | if msg_id in e_outstanding: |
|
739 | if msg_id in e_outstanding: | |
740 | e_outstanding.remove(msg_id) |
|
740 | e_outstanding.remove(msg_id) | |
741 |
|
741 | |||
742 | # construct result: |
|
742 | # construct result: | |
743 | if content['status'] == 'ok': |
|
743 | if content['status'] == 'ok': | |
744 | self.results[msg_id] = util.unserialize_object(msg['buffers'])[0] |
|
744 | self.results[msg_id] = util.unserialize_object(msg['buffers'])[0] | |
745 | elif content['status'] == 'aborted': |
|
745 | elif content['status'] == 'aborted': | |
746 | self.results[msg_id] = error.TaskAborted(msg_id) |
|
746 | self.results[msg_id] = error.TaskAborted(msg_id) | |
747 | elif content['status'] == 'resubmitted': |
|
747 | elif content['status'] == 'resubmitted': | |
748 | # TODO: handle resubmission |
|
748 | # TODO: handle resubmission | |
749 | pass |
|
749 | pass | |
750 | else: |
|
750 | else: | |
751 | self.results[msg_id] = self._unwrap_exception(content) |
|
751 | self.results[msg_id] = self._unwrap_exception(content) | |
752 |
|
752 | |||
753 | def _flush_notifications(self): |
|
753 | def _flush_notifications(self): | |
754 | """Flush notifications of engine registrations waiting |
|
754 | """Flush notifications of engine registrations waiting | |
755 | in ZMQ queue.""" |
|
755 | in ZMQ queue.""" | |
756 | idents,msg = self.session.recv(self._notification_socket, mode=zmq.NOBLOCK) |
|
756 | idents,msg = self.session.recv(self._notification_socket, mode=zmq.NOBLOCK) | |
757 | while msg is not None: |
|
757 | while msg is not None: | |
758 | if self.debug: |
|
758 | if self.debug: | |
759 | pprint(msg) |
|
759 | pprint(msg) | |
760 | msg_type = msg['header']['msg_type'] |
|
760 | msg_type = msg['header']['msg_type'] | |
761 | handler = self._notification_handlers.get(msg_type, None) |
|
761 | handler = self._notification_handlers.get(msg_type, None) | |
762 | if handler is None: |
|
762 | if handler is None: | |
763 | raise Exception("Unhandled message type: %s"%msg.msg_type) |
|
763 | raise Exception("Unhandled message type: %s"%msg.msg_type) | |
764 | else: |
|
764 | else: | |
765 | handler(msg) |
|
765 | handler(msg) | |
766 | idents,msg = self.session.recv(self._notification_socket, mode=zmq.NOBLOCK) |
|
766 | idents,msg = self.session.recv(self._notification_socket, mode=zmq.NOBLOCK) | |
767 |
|
767 | |||
768 | def _flush_results(self, sock): |
|
768 | def _flush_results(self, sock): | |
769 | """Flush task or queue results waiting in ZMQ queue.""" |
|
769 | """Flush task or queue results waiting in ZMQ queue.""" | |
770 | idents,msg = self.session.recv(sock, mode=zmq.NOBLOCK) |
|
770 | idents,msg = self.session.recv(sock, mode=zmq.NOBLOCK) | |
771 | while msg is not None: |
|
771 | while msg is not None: | |
772 | if self.debug: |
|
772 | if self.debug: | |
773 | pprint(msg) |
|
773 | pprint(msg) | |
774 | msg_type = msg['header']['msg_type'] |
|
774 | msg_type = msg['header']['msg_type'] | |
775 | handler = self._queue_handlers.get(msg_type, None) |
|
775 | handler = self._queue_handlers.get(msg_type, None) | |
776 | if handler is None: |
|
776 | if handler is None: | |
777 | raise Exception("Unhandled message type: %s"%msg.msg_type) |
|
777 | raise Exception("Unhandled message type: %s"%msg.msg_type) | |
778 | else: |
|
778 | else: | |
779 | handler(msg) |
|
779 | handler(msg) | |
780 | idents,msg = self.session.recv(sock, mode=zmq.NOBLOCK) |
|
780 | idents,msg = self.session.recv(sock, mode=zmq.NOBLOCK) | |
781 |
|
781 | |||
782 | def _flush_control(self, sock): |
|
782 | def _flush_control(self, sock): | |
783 | """Flush replies from the control channel waiting |
|
783 | """Flush replies from the control channel waiting | |
784 | in the ZMQ queue. |
|
784 | in the ZMQ queue. | |
785 |
|
785 | |||
786 | Currently: ignore them.""" |
|
786 | Currently: ignore them.""" | |
787 | if self._ignored_control_replies <= 0: |
|
787 | if self._ignored_control_replies <= 0: | |
788 | return |
|
788 | return | |
789 | idents,msg = self.session.recv(sock, mode=zmq.NOBLOCK) |
|
789 | idents,msg = self.session.recv(sock, mode=zmq.NOBLOCK) | |
790 | while msg is not None: |
|
790 | while msg is not None: | |
791 | self._ignored_control_replies -= 1 |
|
791 | self._ignored_control_replies -= 1 | |
792 | if self.debug: |
|
792 | if self.debug: | |
793 | pprint(msg) |
|
793 | pprint(msg) | |
794 | idents,msg = self.session.recv(sock, mode=zmq.NOBLOCK) |
|
794 | idents,msg = self.session.recv(sock, mode=zmq.NOBLOCK) | |
795 |
|
795 | |||
796 | def _flush_ignored_control(self): |
|
796 | def _flush_ignored_control(self): | |
797 | """flush ignored control replies""" |
|
797 | """flush ignored control replies""" | |
798 | while self._ignored_control_replies > 0: |
|
798 | while self._ignored_control_replies > 0: | |
799 | self.session.recv(self._control_socket) |
|
799 | self.session.recv(self._control_socket) | |
800 | self._ignored_control_replies -= 1 |
|
800 | self._ignored_control_replies -= 1 | |
801 |
|
801 | |||
802 | def _flush_ignored_hub_replies(self): |
|
802 | def _flush_ignored_hub_replies(self): | |
803 | ident,msg = self.session.recv(self._query_socket, mode=zmq.NOBLOCK) |
|
803 | ident,msg = self.session.recv(self._query_socket, mode=zmq.NOBLOCK) | |
804 | while msg is not None: |
|
804 | while msg is not None: | |
805 | ident,msg = self.session.recv(self._query_socket, mode=zmq.NOBLOCK) |
|
805 | ident,msg = self.session.recv(self._query_socket, mode=zmq.NOBLOCK) | |
806 |
|
806 | |||
807 | def _flush_iopub(self, sock): |
|
807 | def _flush_iopub(self, sock): | |
808 | """Flush replies from the iopub channel waiting |
|
808 | """Flush replies from the iopub channel waiting | |
809 | in the ZMQ queue. |
|
809 | in the ZMQ queue. | |
810 | """ |
|
810 | """ | |
811 | idents,msg = self.session.recv(sock, mode=zmq.NOBLOCK) |
|
811 | idents,msg = self.session.recv(sock, mode=zmq.NOBLOCK) | |
812 | while msg is not None: |
|
812 | while msg is not None: | |
813 | if self.debug: |
|
813 | if self.debug: | |
814 | pprint(msg) |
|
814 | pprint(msg) | |
815 | parent = msg['parent_header'] |
|
815 | parent = msg['parent_header'] | |
816 | # ignore IOPub messages with no parent. |
|
816 | # ignore IOPub messages with no parent. | |
817 | # Caused by print statements or warnings from before the first execution. |
|
817 | # Caused by print statements or warnings from before the first execution. | |
818 | if not parent: |
|
818 | if not parent: | |
819 | continue |
|
819 | continue | |
820 | msg_id = parent['msg_id'] |
|
820 | msg_id = parent['msg_id'] | |
821 | content = msg['content'] |
|
821 | content = msg['content'] | |
822 | header = msg['header'] |
|
822 | header = msg['header'] | |
823 | msg_type = msg['header']['msg_type'] |
|
823 | msg_type = msg['header']['msg_type'] | |
824 |
|
824 | |||
825 | # init metadata: |
|
825 | # init metadata: | |
826 | md = self.metadata[msg_id] |
|
826 | md = self.metadata[msg_id] | |
827 |
|
827 | |||
828 | if msg_type == 'stream': |
|
828 | if msg_type == 'stream': | |
829 | name = content['name'] |
|
829 | name = content['name'] | |
830 | s = md[name] or '' |
|
830 | s = md[name] or '' | |
831 | md[name] = s + content['data'] |
|
831 | md[name] = s + content['data'] | |
832 | elif msg_type == 'pyerr': |
|
832 | elif msg_type == 'pyerr': | |
833 | md.update({'pyerr' : self._unwrap_exception(content)}) |
|
833 | md.update({'pyerr' : self._unwrap_exception(content)}) | |
834 | elif msg_type == 'pyin': |
|
834 | elif msg_type == 'pyin': | |
835 | md.update({'pyin' : content['code']}) |
|
835 | md.update({'pyin' : content['code']}) | |
836 | elif msg_type == 'display_data': |
|
836 | elif msg_type == 'display_data': | |
837 |
md['outputs'].append(content |
|
837 | md['outputs'].append(content) | |
838 | elif msg_type == 'pyout': |
|
838 | elif msg_type == 'pyout': | |
839 |
md['pyout'] = content |
|
839 | md['pyout'] = content | |
840 | else: |
|
840 | else: | |
841 | # unhandled msg_type (status, etc.) |
|
841 | # unhandled msg_type (status, etc.) | |
842 | pass |
|
842 | pass | |
843 |
|
843 | |||
844 | # reduntant? |
|
844 | # reduntant? | |
845 | self.metadata[msg_id] = md |
|
845 | self.metadata[msg_id] = md | |
846 |
|
846 | |||
847 | idents,msg = self.session.recv(sock, mode=zmq.NOBLOCK) |
|
847 | idents,msg = self.session.recv(sock, mode=zmq.NOBLOCK) | |
848 |
|
848 | |||
849 | #-------------------------------------------------------------------------- |
|
849 | #-------------------------------------------------------------------------- | |
850 | # len, getitem |
|
850 | # len, getitem | |
851 | #-------------------------------------------------------------------------- |
|
851 | #-------------------------------------------------------------------------- | |
852 |
|
852 | |||
853 | def __len__(self): |
|
853 | def __len__(self): | |
854 | """len(client) returns # of engines.""" |
|
854 | """len(client) returns # of engines.""" | |
855 | return len(self.ids) |
|
855 | return len(self.ids) | |
856 |
|
856 | |||
857 | def __getitem__(self, key): |
|
857 | def __getitem__(self, key): | |
858 | """index access returns DirectView multiplexer objects |
|
858 | """index access returns DirectView multiplexer objects | |
859 |
|
859 | |||
860 | Must be int, slice, or list/tuple/xrange of ints""" |
|
860 | Must be int, slice, or list/tuple/xrange of ints""" | |
861 | if not isinstance(key, (int, slice, tuple, list, xrange)): |
|
861 | if not isinstance(key, (int, slice, tuple, list, xrange)): | |
862 | raise TypeError("key by int/slice/iterable of ints only, not %s"%(type(key))) |
|
862 | raise TypeError("key by int/slice/iterable of ints only, not %s"%(type(key))) | |
863 | else: |
|
863 | else: | |
864 | return self.direct_view(key) |
|
864 | return self.direct_view(key) | |
865 |
|
865 | |||
866 | #-------------------------------------------------------------------------- |
|
866 | #-------------------------------------------------------------------------- | |
867 | # Begin public methods |
|
867 | # Begin public methods | |
868 | #-------------------------------------------------------------------------- |
|
868 | #-------------------------------------------------------------------------- | |
869 |
|
869 | |||
870 | @property |
|
870 | @property | |
871 | def ids(self): |
|
871 | def ids(self): | |
872 | """Always up-to-date ids property.""" |
|
872 | """Always up-to-date ids property.""" | |
873 | self._flush_notifications() |
|
873 | self._flush_notifications() | |
874 | # always copy: |
|
874 | # always copy: | |
875 | return list(self._ids) |
|
875 | return list(self._ids) | |
876 |
|
876 | |||
877 | def close(self): |
|
877 | def close(self): | |
878 | if self._closed: |
|
878 | if self._closed: | |
879 | return |
|
879 | return | |
880 | self.stop_spin_thread() |
|
880 | self.stop_spin_thread() | |
881 | snames = filter(lambda n: n.endswith('socket'), dir(self)) |
|
881 | snames = filter(lambda n: n.endswith('socket'), dir(self)) | |
882 | for socket in map(lambda name: getattr(self, name), snames): |
|
882 | for socket in map(lambda name: getattr(self, name), snames): | |
883 | if isinstance(socket, zmq.Socket) and not socket.closed: |
|
883 | if isinstance(socket, zmq.Socket) and not socket.closed: | |
884 | socket.close() |
|
884 | socket.close() | |
885 | self._closed = True |
|
885 | self._closed = True | |
886 |
|
886 | |||
887 | def _spin_every(self, interval=1): |
|
887 | def _spin_every(self, interval=1): | |
888 | """target func for use in spin_thread""" |
|
888 | """target func for use in spin_thread""" | |
889 | while True: |
|
889 | while True: | |
890 | if self._stop_spinning.is_set(): |
|
890 | if self._stop_spinning.is_set(): | |
891 | return |
|
891 | return | |
892 | time.sleep(interval) |
|
892 | time.sleep(interval) | |
893 | self.spin() |
|
893 | self.spin() | |
894 |
|
894 | |||
895 | def spin_thread(self, interval=1): |
|
895 | def spin_thread(self, interval=1): | |
896 | """call Client.spin() in a background thread on some regular interval |
|
896 | """call Client.spin() in a background thread on some regular interval | |
897 |
|
897 | |||
898 | This helps ensure that messages don't pile up too much in the zmq queue |
|
898 | This helps ensure that messages don't pile up too much in the zmq queue | |
899 | while you are working on other things, or just leaving an idle terminal. |
|
899 | while you are working on other things, or just leaving an idle terminal. | |
900 |
|
900 | |||
901 | It also helps limit potential padding of the `received` timestamp |
|
901 | It also helps limit potential padding of the `received` timestamp | |
902 | on AsyncResult objects, used for timings. |
|
902 | on AsyncResult objects, used for timings. | |
903 |
|
903 | |||
904 | Parameters |
|
904 | Parameters | |
905 | ---------- |
|
905 | ---------- | |
906 |
|
906 | |||
907 | interval : float, optional |
|
907 | interval : float, optional | |
908 | The interval on which to spin the client in the background thread |
|
908 | The interval on which to spin the client in the background thread | |
909 | (simply passed to time.sleep). |
|
909 | (simply passed to time.sleep). | |
910 |
|
910 | |||
911 | Notes |
|
911 | Notes | |
912 | ----- |
|
912 | ----- | |
913 |
|
913 | |||
914 | For precision timing, you may want to use this method to put a bound |
|
914 | For precision timing, you may want to use this method to put a bound | |
915 | on the jitter (in seconds) in `received` timestamps used |
|
915 | on the jitter (in seconds) in `received` timestamps used | |
916 | in AsyncResult.wall_time. |
|
916 | in AsyncResult.wall_time. | |
917 |
|
917 | |||
918 | """ |
|
918 | """ | |
919 | if self._spin_thread is not None: |
|
919 | if self._spin_thread is not None: | |
920 | self.stop_spin_thread() |
|
920 | self.stop_spin_thread() | |
921 | self._stop_spinning.clear() |
|
921 | self._stop_spinning.clear() | |
922 | self._spin_thread = Thread(target=self._spin_every, args=(interval,)) |
|
922 | self._spin_thread = Thread(target=self._spin_every, args=(interval,)) | |
923 | self._spin_thread.daemon = True |
|
923 | self._spin_thread.daemon = True | |
924 | self._spin_thread.start() |
|
924 | self._spin_thread.start() | |
925 |
|
925 | |||
926 | def stop_spin_thread(self): |
|
926 | def stop_spin_thread(self): | |
927 | """stop background spin_thread, if any""" |
|
927 | """stop background spin_thread, if any""" | |
928 | if self._spin_thread is not None: |
|
928 | if self._spin_thread is not None: | |
929 | self._stop_spinning.set() |
|
929 | self._stop_spinning.set() | |
930 | self._spin_thread.join() |
|
930 | self._spin_thread.join() | |
931 | self._spin_thread = None |
|
931 | self._spin_thread = None | |
932 |
|
932 | |||
933 | def spin(self): |
|
933 | def spin(self): | |
934 | """Flush any registration notifications and execution results |
|
934 | """Flush any registration notifications and execution results | |
935 | waiting in the ZMQ queue. |
|
935 | waiting in the ZMQ queue. | |
936 | """ |
|
936 | """ | |
937 | if self._notification_socket: |
|
937 | if self._notification_socket: | |
938 | self._flush_notifications() |
|
938 | self._flush_notifications() | |
939 | if self._iopub_socket: |
|
939 | if self._iopub_socket: | |
940 | self._flush_iopub(self._iopub_socket) |
|
940 | self._flush_iopub(self._iopub_socket) | |
941 | if self._mux_socket: |
|
941 | if self._mux_socket: | |
942 | self._flush_results(self._mux_socket) |
|
942 | self._flush_results(self._mux_socket) | |
943 | if self._task_socket: |
|
943 | if self._task_socket: | |
944 | self._flush_results(self._task_socket) |
|
944 | self._flush_results(self._task_socket) | |
945 | if self._control_socket: |
|
945 | if self._control_socket: | |
946 | self._flush_control(self._control_socket) |
|
946 | self._flush_control(self._control_socket) | |
947 | if self._query_socket: |
|
947 | if self._query_socket: | |
948 | self._flush_ignored_hub_replies() |
|
948 | self._flush_ignored_hub_replies() | |
949 |
|
949 | |||
950 | def wait(self, jobs=None, timeout=-1): |
|
950 | def wait(self, jobs=None, timeout=-1): | |
951 | """waits on one or more `jobs`, for up to `timeout` seconds. |
|
951 | """waits on one or more `jobs`, for up to `timeout` seconds. | |
952 |
|
952 | |||
953 | Parameters |
|
953 | Parameters | |
954 | ---------- |
|
954 | ---------- | |
955 |
|
955 | |||
956 | jobs : int, str, or list of ints and/or strs, or one or more AsyncResult objects |
|
956 | jobs : int, str, or list of ints and/or strs, or one or more AsyncResult objects | |
957 | ints are indices to self.history |
|
957 | ints are indices to self.history | |
958 | strs are msg_ids |
|
958 | strs are msg_ids | |
959 | default: wait on all outstanding messages |
|
959 | default: wait on all outstanding messages | |
960 | timeout : float |
|
960 | timeout : float | |
961 | a time in seconds, after which to give up. |
|
961 | a time in seconds, after which to give up. | |
962 | default is -1, which means no timeout |
|
962 | default is -1, which means no timeout | |
963 |
|
963 | |||
964 | Returns |
|
964 | Returns | |
965 | ------- |
|
965 | ------- | |
966 |
|
966 | |||
967 | True : when all msg_ids are done |
|
967 | True : when all msg_ids are done | |
968 | False : timeout reached, some msg_ids still outstanding |
|
968 | False : timeout reached, some msg_ids still outstanding | |
969 | """ |
|
969 | """ | |
970 | tic = time.time() |
|
970 | tic = time.time() | |
971 | if jobs is None: |
|
971 | if jobs is None: | |
972 | theids = self.outstanding |
|
972 | theids = self.outstanding | |
973 | else: |
|
973 | else: | |
974 | if isinstance(jobs, (int, basestring, AsyncResult)): |
|
974 | if isinstance(jobs, (int, basestring, AsyncResult)): | |
975 | jobs = [jobs] |
|
975 | jobs = [jobs] | |
976 | theids = set() |
|
976 | theids = set() | |
977 | for job in jobs: |
|
977 | for job in jobs: | |
978 | if isinstance(job, int): |
|
978 | if isinstance(job, int): | |
979 | # index access |
|
979 | # index access | |
980 | job = self.history[job] |
|
980 | job = self.history[job] | |
981 | elif isinstance(job, AsyncResult): |
|
981 | elif isinstance(job, AsyncResult): | |
982 | map(theids.add, job.msg_ids) |
|
982 | map(theids.add, job.msg_ids) | |
983 | continue |
|
983 | continue | |
984 | theids.add(job) |
|
984 | theids.add(job) | |
985 | if not theids.intersection(self.outstanding): |
|
985 | if not theids.intersection(self.outstanding): | |
986 | return True |
|
986 | return True | |
987 | self.spin() |
|
987 | self.spin() | |
988 | while theids.intersection(self.outstanding): |
|
988 | while theids.intersection(self.outstanding): | |
989 | if timeout >= 0 and ( time.time()-tic ) > timeout: |
|
989 | if timeout >= 0 and ( time.time()-tic ) > timeout: | |
990 | break |
|
990 | break | |
991 | time.sleep(1e-3) |
|
991 | time.sleep(1e-3) | |
992 | self.spin() |
|
992 | self.spin() | |
993 | return len(theids.intersection(self.outstanding)) == 0 |
|
993 | return len(theids.intersection(self.outstanding)) == 0 | |
994 |
|
994 | |||
995 | #-------------------------------------------------------------------------- |
|
995 | #-------------------------------------------------------------------------- | |
996 | # Control methods |
|
996 | # Control methods | |
997 | #-------------------------------------------------------------------------- |
|
997 | #-------------------------------------------------------------------------- | |
998 |
|
998 | |||
999 | @spin_first |
|
999 | @spin_first | |
1000 | def clear(self, targets=None, block=None): |
|
1000 | def clear(self, targets=None, block=None): | |
1001 | """Clear the namespace in target(s).""" |
|
1001 | """Clear the namespace in target(s).""" | |
1002 | block = self.block if block is None else block |
|
1002 | block = self.block if block is None else block | |
1003 | targets = self._build_targets(targets)[0] |
|
1003 | targets = self._build_targets(targets)[0] | |
1004 | for t in targets: |
|
1004 | for t in targets: | |
1005 | self.session.send(self._control_socket, 'clear_request', content={}, ident=t) |
|
1005 | self.session.send(self._control_socket, 'clear_request', content={}, ident=t) | |
1006 | error = False |
|
1006 | error = False | |
1007 | if block: |
|
1007 | if block: | |
1008 | self._flush_ignored_control() |
|
1008 | self._flush_ignored_control() | |
1009 | for i in range(len(targets)): |
|
1009 | for i in range(len(targets)): | |
1010 | idents,msg = self.session.recv(self._control_socket,0) |
|
1010 | idents,msg = self.session.recv(self._control_socket,0) | |
1011 | if self.debug: |
|
1011 | if self.debug: | |
1012 | pprint(msg) |
|
1012 | pprint(msg) | |
1013 | if msg['content']['status'] != 'ok': |
|
1013 | if msg['content']['status'] != 'ok': | |
1014 | error = self._unwrap_exception(msg['content']) |
|
1014 | error = self._unwrap_exception(msg['content']) | |
1015 | else: |
|
1015 | else: | |
1016 | self._ignored_control_replies += len(targets) |
|
1016 | self._ignored_control_replies += len(targets) | |
1017 | if error: |
|
1017 | if error: | |
1018 | raise error |
|
1018 | raise error | |
1019 |
|
1019 | |||
1020 |
|
1020 | |||
1021 | @spin_first |
|
1021 | @spin_first | |
1022 | def abort(self, jobs=None, targets=None, block=None): |
|
1022 | def abort(self, jobs=None, targets=None, block=None): | |
1023 | """Abort specific jobs from the execution queues of target(s). |
|
1023 | """Abort specific jobs from the execution queues of target(s). | |
1024 |
|
1024 | |||
1025 | This is a mechanism to prevent jobs that have already been submitted |
|
1025 | This is a mechanism to prevent jobs that have already been submitted | |
1026 | from executing. |
|
1026 | from executing. | |
1027 |
|
1027 | |||
1028 | Parameters |
|
1028 | Parameters | |
1029 | ---------- |
|
1029 | ---------- | |
1030 |
|
1030 | |||
1031 | jobs : msg_id, list of msg_ids, or AsyncResult |
|
1031 | jobs : msg_id, list of msg_ids, or AsyncResult | |
1032 | The jobs to be aborted |
|
1032 | The jobs to be aborted | |
1033 |
|
1033 | |||
1034 | If unspecified/None: abort all outstanding jobs. |
|
1034 | If unspecified/None: abort all outstanding jobs. | |
1035 |
|
1035 | |||
1036 | """ |
|
1036 | """ | |
1037 | block = self.block if block is None else block |
|
1037 | block = self.block if block is None else block | |
1038 | jobs = jobs if jobs is not None else list(self.outstanding) |
|
1038 | jobs = jobs if jobs is not None else list(self.outstanding) | |
1039 | targets = self._build_targets(targets)[0] |
|
1039 | targets = self._build_targets(targets)[0] | |
1040 |
|
1040 | |||
1041 | msg_ids = [] |
|
1041 | msg_ids = [] | |
1042 | if isinstance(jobs, (basestring,AsyncResult)): |
|
1042 | if isinstance(jobs, (basestring,AsyncResult)): | |
1043 | jobs = [jobs] |
|
1043 | jobs = [jobs] | |
1044 | bad_ids = filter(lambda obj: not isinstance(obj, (basestring, AsyncResult)), jobs) |
|
1044 | bad_ids = filter(lambda obj: not isinstance(obj, (basestring, AsyncResult)), jobs) | |
1045 | if bad_ids: |
|
1045 | if bad_ids: | |
1046 | raise TypeError("Invalid msg_id type %r, expected str or AsyncResult"%bad_ids[0]) |
|
1046 | raise TypeError("Invalid msg_id type %r, expected str or AsyncResult"%bad_ids[0]) | |
1047 | for j in jobs: |
|
1047 | for j in jobs: | |
1048 | if isinstance(j, AsyncResult): |
|
1048 | if isinstance(j, AsyncResult): | |
1049 | msg_ids.extend(j.msg_ids) |
|
1049 | msg_ids.extend(j.msg_ids) | |
1050 | else: |
|
1050 | else: | |
1051 | msg_ids.append(j) |
|
1051 | msg_ids.append(j) | |
1052 | content = dict(msg_ids=msg_ids) |
|
1052 | content = dict(msg_ids=msg_ids) | |
1053 | for t in targets: |
|
1053 | for t in targets: | |
1054 | self.session.send(self._control_socket, 'abort_request', |
|
1054 | self.session.send(self._control_socket, 'abort_request', | |
1055 | content=content, ident=t) |
|
1055 | content=content, ident=t) | |
1056 | error = False |
|
1056 | error = False | |
1057 | if block: |
|
1057 | if block: | |
1058 | self._flush_ignored_control() |
|
1058 | self._flush_ignored_control() | |
1059 | for i in range(len(targets)): |
|
1059 | for i in range(len(targets)): | |
1060 | idents,msg = self.session.recv(self._control_socket,0) |
|
1060 | idents,msg = self.session.recv(self._control_socket,0) | |
1061 | if self.debug: |
|
1061 | if self.debug: | |
1062 | pprint(msg) |
|
1062 | pprint(msg) | |
1063 | if msg['content']['status'] != 'ok': |
|
1063 | if msg['content']['status'] != 'ok': | |
1064 | error = self._unwrap_exception(msg['content']) |
|
1064 | error = self._unwrap_exception(msg['content']) | |
1065 | else: |
|
1065 | else: | |
1066 | self._ignored_control_replies += len(targets) |
|
1066 | self._ignored_control_replies += len(targets) | |
1067 | if error: |
|
1067 | if error: | |
1068 | raise error |
|
1068 | raise error | |
1069 |
|
1069 | |||
1070 | @spin_first |
|
1070 | @spin_first | |
1071 | def shutdown(self, targets=None, restart=False, hub=False, block=None): |
|
1071 | def shutdown(self, targets=None, restart=False, hub=False, block=None): | |
1072 | """Terminates one or more engine processes, optionally including the hub.""" |
|
1072 | """Terminates one or more engine processes, optionally including the hub.""" | |
1073 | block = self.block if block is None else block |
|
1073 | block = self.block if block is None else block | |
1074 | if hub: |
|
1074 | if hub: | |
1075 | targets = 'all' |
|
1075 | targets = 'all' | |
1076 | targets = self._build_targets(targets)[0] |
|
1076 | targets = self._build_targets(targets)[0] | |
1077 | for t in targets: |
|
1077 | for t in targets: | |
1078 | self.session.send(self._control_socket, 'shutdown_request', |
|
1078 | self.session.send(self._control_socket, 'shutdown_request', | |
1079 | content={'restart':restart},ident=t) |
|
1079 | content={'restart':restart},ident=t) | |
1080 | error = False |
|
1080 | error = False | |
1081 | if block or hub: |
|
1081 | if block or hub: | |
1082 | self._flush_ignored_control() |
|
1082 | self._flush_ignored_control() | |
1083 | for i in range(len(targets)): |
|
1083 | for i in range(len(targets)): | |
1084 | idents,msg = self.session.recv(self._control_socket, 0) |
|
1084 | idents,msg = self.session.recv(self._control_socket, 0) | |
1085 | if self.debug: |
|
1085 | if self.debug: | |
1086 | pprint(msg) |
|
1086 | pprint(msg) | |
1087 | if msg['content']['status'] != 'ok': |
|
1087 | if msg['content']['status'] != 'ok': | |
1088 | error = self._unwrap_exception(msg['content']) |
|
1088 | error = self._unwrap_exception(msg['content']) | |
1089 | else: |
|
1089 | else: | |
1090 | self._ignored_control_replies += len(targets) |
|
1090 | self._ignored_control_replies += len(targets) | |
1091 |
|
1091 | |||
1092 | if hub: |
|
1092 | if hub: | |
1093 | time.sleep(0.25) |
|
1093 | time.sleep(0.25) | |
1094 | self.session.send(self._query_socket, 'shutdown_request') |
|
1094 | self.session.send(self._query_socket, 'shutdown_request') | |
1095 | idents,msg = self.session.recv(self._query_socket, 0) |
|
1095 | idents,msg = self.session.recv(self._query_socket, 0) | |
1096 | if self.debug: |
|
1096 | if self.debug: | |
1097 | pprint(msg) |
|
1097 | pprint(msg) | |
1098 | if msg['content']['status'] != 'ok': |
|
1098 | if msg['content']['status'] != 'ok': | |
1099 | error = self._unwrap_exception(msg['content']) |
|
1099 | error = self._unwrap_exception(msg['content']) | |
1100 |
|
1100 | |||
1101 | if error: |
|
1101 | if error: | |
1102 | raise error |
|
1102 | raise error | |
1103 |
|
1103 | |||
1104 | #-------------------------------------------------------------------------- |
|
1104 | #-------------------------------------------------------------------------- | |
1105 | # Execution related methods |
|
1105 | # Execution related methods | |
1106 | #-------------------------------------------------------------------------- |
|
1106 | #-------------------------------------------------------------------------- | |
1107 |
|
1107 | |||
1108 | def _maybe_raise(self, result): |
|
1108 | def _maybe_raise(self, result): | |
1109 | """wrapper for maybe raising an exception if apply failed.""" |
|
1109 | """wrapper for maybe raising an exception if apply failed.""" | |
1110 | if isinstance(result, error.RemoteError): |
|
1110 | if isinstance(result, error.RemoteError): | |
1111 | raise result |
|
1111 | raise result | |
1112 |
|
1112 | |||
1113 | return result |
|
1113 | return result | |
1114 |
|
1114 | |||
1115 | def send_apply_request(self, socket, f, args=None, kwargs=None, subheader=None, track=False, |
|
1115 | def send_apply_request(self, socket, f, args=None, kwargs=None, subheader=None, track=False, | |
1116 | ident=None): |
|
1116 | ident=None): | |
1117 | """construct and send an apply message via a socket. |
|
1117 | """construct and send an apply message via a socket. | |
1118 |
|
1118 | |||
1119 | This is the principal method with which all engine execution is performed by views. |
|
1119 | This is the principal method with which all engine execution is performed by views. | |
1120 | """ |
|
1120 | """ | |
1121 |
|
1121 | |||
1122 | if self._closed: |
|
1122 | if self._closed: | |
1123 | raise RuntimeError("Client cannot be used after its sockets have been closed") |
|
1123 | raise RuntimeError("Client cannot be used after its sockets have been closed") | |
1124 |
|
1124 | |||
1125 | # defaults: |
|
1125 | # defaults: | |
1126 | args = args if args is not None else [] |
|
1126 | args = args if args is not None else [] | |
1127 | kwargs = kwargs if kwargs is not None else {} |
|
1127 | kwargs = kwargs if kwargs is not None else {} | |
1128 | subheader = subheader if subheader is not None else {} |
|
1128 | subheader = subheader if subheader is not None else {} | |
1129 |
|
1129 | |||
1130 | # validate arguments |
|
1130 | # validate arguments | |
1131 | if not callable(f) and not isinstance(f, Reference): |
|
1131 | if not callable(f) and not isinstance(f, Reference): | |
1132 | raise TypeError("f must be callable, not %s"%type(f)) |
|
1132 | raise TypeError("f must be callable, not %s"%type(f)) | |
1133 | if not isinstance(args, (tuple, list)): |
|
1133 | if not isinstance(args, (tuple, list)): | |
1134 | raise TypeError("args must be tuple or list, not %s"%type(args)) |
|
1134 | raise TypeError("args must be tuple or list, not %s"%type(args)) | |
1135 | if not isinstance(kwargs, dict): |
|
1135 | if not isinstance(kwargs, dict): | |
1136 | raise TypeError("kwargs must be dict, not %s"%type(kwargs)) |
|
1136 | raise TypeError("kwargs must be dict, not %s"%type(kwargs)) | |
1137 | if not isinstance(subheader, dict): |
|
1137 | if not isinstance(subheader, dict): | |
1138 | raise TypeError("subheader must be dict, not %s"%type(subheader)) |
|
1138 | raise TypeError("subheader must be dict, not %s"%type(subheader)) | |
1139 |
|
1139 | |||
1140 | bufs = util.pack_apply_message(f,args,kwargs) |
|
1140 | bufs = util.pack_apply_message(f,args,kwargs) | |
1141 |
|
1141 | |||
1142 | msg = self.session.send(socket, "apply_request", buffers=bufs, ident=ident, |
|
1142 | msg = self.session.send(socket, "apply_request", buffers=bufs, ident=ident, | |
1143 | subheader=subheader, track=track) |
|
1143 | subheader=subheader, track=track) | |
1144 |
|
1144 | |||
1145 | msg_id = msg['header']['msg_id'] |
|
1145 | msg_id = msg['header']['msg_id'] | |
1146 | self.outstanding.add(msg_id) |
|
1146 | self.outstanding.add(msg_id) | |
1147 | if ident: |
|
1147 | if ident: | |
1148 | # possibly routed to a specific engine |
|
1148 | # possibly routed to a specific engine | |
1149 | if isinstance(ident, list): |
|
1149 | if isinstance(ident, list): | |
1150 | ident = ident[-1] |
|
1150 | ident = ident[-1] | |
1151 | if ident in self._engines.values(): |
|
1151 | if ident in self._engines.values(): | |
1152 | # save for later, in case of engine death |
|
1152 | # save for later, in case of engine death | |
1153 | self._outstanding_dict[ident].add(msg_id) |
|
1153 | self._outstanding_dict[ident].add(msg_id) | |
1154 | self.history.append(msg_id) |
|
1154 | self.history.append(msg_id) | |
1155 | self.metadata[msg_id]['submitted'] = datetime.now() |
|
1155 | self.metadata[msg_id]['submitted'] = datetime.now() | |
1156 |
|
1156 | |||
1157 | return msg |
|
1157 | return msg | |
1158 |
|
1158 | |||
1159 | def send_execute_request(self, socket, code, silent=True, subheader=None, ident=None): |
|
1159 | def send_execute_request(self, socket, code, silent=True, subheader=None, ident=None): | |
1160 | """construct and send an execute request via a socket. |
|
1160 | """construct and send an execute request via a socket. | |
1161 |
|
1161 | |||
1162 | """ |
|
1162 | """ | |
1163 |
|
1163 | |||
1164 | if self._closed: |
|
1164 | if self._closed: | |
1165 | raise RuntimeError("Client cannot be used after its sockets have been closed") |
|
1165 | raise RuntimeError("Client cannot be used after its sockets have been closed") | |
1166 |
|
1166 | |||
1167 | # defaults: |
|
1167 | # defaults: | |
1168 | subheader = subheader if subheader is not None else {} |
|
1168 | subheader = subheader if subheader is not None else {} | |
1169 |
|
1169 | |||
1170 | # validate arguments |
|
1170 | # validate arguments | |
1171 | if not isinstance(code, basestring): |
|
1171 | if not isinstance(code, basestring): | |
1172 | raise TypeError("code must be text, not %s" % type(code)) |
|
1172 | raise TypeError("code must be text, not %s" % type(code)) | |
1173 | if not isinstance(subheader, dict): |
|
1173 | if not isinstance(subheader, dict): | |
1174 | raise TypeError("subheader must be dict, not %s" % type(subheader)) |
|
1174 | raise TypeError("subheader must be dict, not %s" % type(subheader)) | |
1175 |
|
1175 | |||
1176 | content = dict(code=code, silent=bool(silent), user_variables=[], user_expressions={}) |
|
1176 | content = dict(code=code, silent=bool(silent), user_variables=[], user_expressions={}) | |
1177 |
|
1177 | |||
1178 |
|
1178 | |||
1179 | msg = self.session.send(socket, "execute_request", content=content, ident=ident, |
|
1179 | msg = self.session.send(socket, "execute_request", content=content, ident=ident, | |
1180 | subheader=subheader) |
|
1180 | subheader=subheader) | |
1181 |
|
1181 | |||
1182 | msg_id = msg['header']['msg_id'] |
|
1182 | msg_id = msg['header']['msg_id'] | |
1183 | self.outstanding.add(msg_id) |
|
1183 | self.outstanding.add(msg_id) | |
1184 | if ident: |
|
1184 | if ident: | |
1185 | # possibly routed to a specific engine |
|
1185 | # possibly routed to a specific engine | |
1186 | if isinstance(ident, list): |
|
1186 | if isinstance(ident, list): | |
1187 | ident = ident[-1] |
|
1187 | ident = ident[-1] | |
1188 | if ident in self._engines.values(): |
|
1188 | if ident in self._engines.values(): | |
1189 | # save for later, in case of engine death |
|
1189 | # save for later, in case of engine death | |
1190 | self._outstanding_dict[ident].add(msg_id) |
|
1190 | self._outstanding_dict[ident].add(msg_id) | |
1191 | self.history.append(msg_id) |
|
1191 | self.history.append(msg_id) | |
1192 | self.metadata[msg_id]['submitted'] = datetime.now() |
|
1192 | self.metadata[msg_id]['submitted'] = datetime.now() | |
1193 |
|
1193 | |||
1194 | return msg |
|
1194 | return msg | |
1195 |
|
1195 | |||
1196 | #-------------------------------------------------------------------------- |
|
1196 | #-------------------------------------------------------------------------- | |
1197 | # construct a View object |
|
1197 | # construct a View object | |
1198 | #-------------------------------------------------------------------------- |
|
1198 | #-------------------------------------------------------------------------- | |
1199 |
|
1199 | |||
1200 | def load_balanced_view(self, targets=None): |
|
1200 | def load_balanced_view(self, targets=None): | |
1201 | """construct a DirectView object. |
|
1201 | """construct a DirectView object. | |
1202 |
|
1202 | |||
1203 | If no arguments are specified, create a LoadBalancedView |
|
1203 | If no arguments are specified, create a LoadBalancedView | |
1204 | using all engines. |
|
1204 | using all engines. | |
1205 |
|
1205 | |||
1206 | Parameters |
|
1206 | Parameters | |
1207 | ---------- |
|
1207 | ---------- | |
1208 |
|
1208 | |||
1209 | targets: list,slice,int,etc. [default: use all engines] |
|
1209 | targets: list,slice,int,etc. [default: use all engines] | |
1210 | The subset of engines across which to load-balance |
|
1210 | The subset of engines across which to load-balance | |
1211 | """ |
|
1211 | """ | |
1212 | if targets == 'all': |
|
1212 | if targets == 'all': | |
1213 | targets = None |
|
1213 | targets = None | |
1214 | if targets is not None: |
|
1214 | if targets is not None: | |
1215 | targets = self._build_targets(targets)[1] |
|
1215 | targets = self._build_targets(targets)[1] | |
1216 | return LoadBalancedView(client=self, socket=self._task_socket, targets=targets) |
|
1216 | return LoadBalancedView(client=self, socket=self._task_socket, targets=targets) | |
1217 |
|
1217 | |||
1218 | def direct_view(self, targets='all'): |
|
1218 | def direct_view(self, targets='all'): | |
1219 | """construct a DirectView object. |
|
1219 | """construct a DirectView object. | |
1220 |
|
1220 | |||
1221 | If no targets are specified, create a DirectView using all engines. |
|
1221 | If no targets are specified, create a DirectView using all engines. | |
1222 |
|
1222 | |||
1223 | rc.direct_view('all') is distinguished from rc[:] in that 'all' will |
|
1223 | rc.direct_view('all') is distinguished from rc[:] in that 'all' will | |
1224 | evaluate the target engines at each execution, whereas rc[:] will connect to |
|
1224 | evaluate the target engines at each execution, whereas rc[:] will connect to | |
1225 | all *current* engines, and that list will not change. |
|
1225 | all *current* engines, and that list will not change. | |
1226 |
|
1226 | |||
1227 | That is, 'all' will always use all engines, whereas rc[:] will not use |
|
1227 | That is, 'all' will always use all engines, whereas rc[:] will not use | |
1228 | engines added after the DirectView is constructed. |
|
1228 | engines added after the DirectView is constructed. | |
1229 |
|
1229 | |||
1230 | Parameters |
|
1230 | Parameters | |
1231 | ---------- |
|
1231 | ---------- | |
1232 |
|
1232 | |||
1233 | targets: list,slice,int,etc. [default: use all engines] |
|
1233 | targets: list,slice,int,etc. [default: use all engines] | |
1234 | The engines to use for the View |
|
1234 | The engines to use for the View | |
1235 | """ |
|
1235 | """ | |
1236 | single = isinstance(targets, int) |
|
1236 | single = isinstance(targets, int) | |
1237 | # allow 'all' to be lazily evaluated at each execution |
|
1237 | # allow 'all' to be lazily evaluated at each execution | |
1238 | if targets != 'all': |
|
1238 | if targets != 'all': | |
1239 | targets = self._build_targets(targets)[1] |
|
1239 | targets = self._build_targets(targets)[1] | |
1240 | if single: |
|
1240 | if single: | |
1241 | targets = targets[0] |
|
1241 | targets = targets[0] | |
1242 | return DirectView(client=self, socket=self._mux_socket, targets=targets) |
|
1242 | return DirectView(client=self, socket=self._mux_socket, targets=targets) | |
1243 |
|
1243 | |||
1244 | #-------------------------------------------------------------------------- |
|
1244 | #-------------------------------------------------------------------------- | |
1245 | # Query methods |
|
1245 | # Query methods | |
1246 | #-------------------------------------------------------------------------- |
|
1246 | #-------------------------------------------------------------------------- | |
1247 |
|
1247 | |||
1248 | @spin_first |
|
1248 | @spin_first | |
1249 | def get_result(self, indices_or_msg_ids=None, block=None): |
|
1249 | def get_result(self, indices_or_msg_ids=None, block=None): | |
1250 | """Retrieve a result by msg_id or history index, wrapped in an AsyncResult object. |
|
1250 | """Retrieve a result by msg_id or history index, wrapped in an AsyncResult object. | |
1251 |
|
1251 | |||
1252 | If the client already has the results, no request to the Hub will be made. |
|
1252 | If the client already has the results, no request to the Hub will be made. | |
1253 |
|
1253 | |||
1254 | This is a convenient way to construct AsyncResult objects, which are wrappers |
|
1254 | This is a convenient way to construct AsyncResult objects, which are wrappers | |
1255 | that include metadata about execution, and allow for awaiting results that |
|
1255 | that include metadata about execution, and allow for awaiting results that | |
1256 | were not submitted by this Client. |
|
1256 | were not submitted by this Client. | |
1257 |
|
1257 | |||
1258 | It can also be a convenient way to retrieve the metadata associated with |
|
1258 | It can also be a convenient way to retrieve the metadata associated with | |
1259 | blocking execution, since it always retrieves |
|
1259 | blocking execution, since it always retrieves | |
1260 |
|
1260 | |||
1261 | Examples |
|
1261 | Examples | |
1262 | -------- |
|
1262 | -------- | |
1263 | :: |
|
1263 | :: | |
1264 |
|
1264 | |||
1265 | In [10]: r = client.apply() |
|
1265 | In [10]: r = client.apply() | |
1266 |
|
1266 | |||
1267 | Parameters |
|
1267 | Parameters | |
1268 | ---------- |
|
1268 | ---------- | |
1269 |
|
1269 | |||
1270 | indices_or_msg_ids : integer history index, str msg_id, or list of either |
|
1270 | indices_or_msg_ids : integer history index, str msg_id, or list of either | |
1271 | The indices or msg_ids of indices to be retrieved |
|
1271 | The indices or msg_ids of indices to be retrieved | |
1272 |
|
1272 | |||
1273 | block : bool |
|
1273 | block : bool | |
1274 | Whether to wait for the result to be done |
|
1274 | Whether to wait for the result to be done | |
1275 |
|
1275 | |||
1276 | Returns |
|
1276 | Returns | |
1277 | ------- |
|
1277 | ------- | |
1278 |
|
1278 | |||
1279 | AsyncResult |
|
1279 | AsyncResult | |
1280 | A single AsyncResult object will always be returned. |
|
1280 | A single AsyncResult object will always be returned. | |
1281 |
|
1281 | |||
1282 | AsyncHubResult |
|
1282 | AsyncHubResult | |
1283 | A subclass of AsyncResult that retrieves results from the Hub |
|
1283 | A subclass of AsyncResult that retrieves results from the Hub | |
1284 |
|
1284 | |||
1285 | """ |
|
1285 | """ | |
1286 | block = self.block if block is None else block |
|
1286 | block = self.block if block is None else block | |
1287 | if indices_or_msg_ids is None: |
|
1287 | if indices_or_msg_ids is None: | |
1288 | indices_or_msg_ids = -1 |
|
1288 | indices_or_msg_ids = -1 | |
1289 |
|
1289 | |||
1290 | if not isinstance(indices_or_msg_ids, (list,tuple)): |
|
1290 | if not isinstance(indices_or_msg_ids, (list,tuple)): | |
1291 | indices_or_msg_ids = [indices_or_msg_ids] |
|
1291 | indices_or_msg_ids = [indices_or_msg_ids] | |
1292 |
|
1292 | |||
1293 | theids = [] |
|
1293 | theids = [] | |
1294 | for id in indices_or_msg_ids: |
|
1294 | for id in indices_or_msg_ids: | |
1295 | if isinstance(id, int): |
|
1295 | if isinstance(id, int): | |
1296 | id = self.history[id] |
|
1296 | id = self.history[id] | |
1297 | if not isinstance(id, basestring): |
|
1297 | if not isinstance(id, basestring): | |
1298 | raise TypeError("indices must be str or int, not %r"%id) |
|
1298 | raise TypeError("indices must be str or int, not %r"%id) | |
1299 | theids.append(id) |
|
1299 | theids.append(id) | |
1300 |
|
1300 | |||
1301 | local_ids = filter(lambda msg_id: msg_id in self.history or msg_id in self.results, theids) |
|
1301 | local_ids = filter(lambda msg_id: msg_id in self.history or msg_id in self.results, theids) | |
1302 | remote_ids = filter(lambda msg_id: msg_id not in local_ids, theids) |
|
1302 | remote_ids = filter(lambda msg_id: msg_id not in local_ids, theids) | |
1303 |
|
1303 | |||
1304 | if remote_ids: |
|
1304 | if remote_ids: | |
1305 | ar = AsyncHubResult(self, msg_ids=theids) |
|
1305 | ar = AsyncHubResult(self, msg_ids=theids) | |
1306 | else: |
|
1306 | else: | |
1307 | ar = AsyncResult(self, msg_ids=theids) |
|
1307 | ar = AsyncResult(self, msg_ids=theids) | |
1308 |
|
1308 | |||
1309 | if block: |
|
1309 | if block: | |
1310 | ar.wait() |
|
1310 | ar.wait() | |
1311 |
|
1311 | |||
1312 | return ar |
|
1312 | return ar | |
1313 |
|
1313 | |||
1314 | @spin_first |
|
1314 | @spin_first | |
1315 | def resubmit(self, indices_or_msg_ids=None, subheader=None, block=None): |
|
1315 | def resubmit(self, indices_or_msg_ids=None, subheader=None, block=None): | |
1316 | """Resubmit one or more tasks. |
|
1316 | """Resubmit one or more tasks. | |
1317 |
|
1317 | |||
1318 | in-flight tasks may not be resubmitted. |
|
1318 | in-flight tasks may not be resubmitted. | |
1319 |
|
1319 | |||
1320 | Parameters |
|
1320 | Parameters | |
1321 | ---------- |
|
1321 | ---------- | |
1322 |
|
1322 | |||
1323 | indices_or_msg_ids : integer history index, str msg_id, or list of either |
|
1323 | indices_or_msg_ids : integer history index, str msg_id, or list of either | |
1324 | The indices or msg_ids of indices to be retrieved |
|
1324 | The indices or msg_ids of indices to be retrieved | |
1325 |
|
1325 | |||
1326 | block : bool |
|
1326 | block : bool | |
1327 | Whether to wait for the result to be done |
|
1327 | Whether to wait for the result to be done | |
1328 |
|
1328 | |||
1329 | Returns |
|
1329 | Returns | |
1330 | ------- |
|
1330 | ------- | |
1331 |
|
1331 | |||
1332 | AsyncHubResult |
|
1332 | AsyncHubResult | |
1333 | A subclass of AsyncResult that retrieves results from the Hub |
|
1333 | A subclass of AsyncResult that retrieves results from the Hub | |
1334 |
|
1334 | |||
1335 | """ |
|
1335 | """ | |
1336 | block = self.block if block is None else block |
|
1336 | block = self.block if block is None else block | |
1337 | if indices_or_msg_ids is None: |
|
1337 | if indices_or_msg_ids is None: | |
1338 | indices_or_msg_ids = -1 |
|
1338 | indices_or_msg_ids = -1 | |
1339 |
|
1339 | |||
1340 | if not isinstance(indices_or_msg_ids, (list,tuple)): |
|
1340 | if not isinstance(indices_or_msg_ids, (list,tuple)): | |
1341 | indices_or_msg_ids = [indices_or_msg_ids] |
|
1341 | indices_or_msg_ids = [indices_or_msg_ids] | |
1342 |
|
1342 | |||
1343 | theids = [] |
|
1343 | theids = [] | |
1344 | for id in indices_or_msg_ids: |
|
1344 | for id in indices_or_msg_ids: | |
1345 | if isinstance(id, int): |
|
1345 | if isinstance(id, int): | |
1346 | id = self.history[id] |
|
1346 | id = self.history[id] | |
1347 | if not isinstance(id, basestring): |
|
1347 | if not isinstance(id, basestring): | |
1348 | raise TypeError("indices must be str or int, not %r"%id) |
|
1348 | raise TypeError("indices must be str or int, not %r"%id) | |
1349 | theids.append(id) |
|
1349 | theids.append(id) | |
1350 |
|
1350 | |||
1351 | content = dict(msg_ids = theids) |
|
1351 | content = dict(msg_ids = theids) | |
1352 |
|
1352 | |||
1353 | self.session.send(self._query_socket, 'resubmit_request', content) |
|
1353 | self.session.send(self._query_socket, 'resubmit_request', content) | |
1354 |
|
1354 | |||
1355 | zmq.select([self._query_socket], [], []) |
|
1355 | zmq.select([self._query_socket], [], []) | |
1356 | idents,msg = self.session.recv(self._query_socket, zmq.NOBLOCK) |
|
1356 | idents,msg = self.session.recv(self._query_socket, zmq.NOBLOCK) | |
1357 | if self.debug: |
|
1357 | if self.debug: | |
1358 | pprint(msg) |
|
1358 | pprint(msg) | |
1359 | content = msg['content'] |
|
1359 | content = msg['content'] | |
1360 | if content['status'] != 'ok': |
|
1360 | if content['status'] != 'ok': | |
1361 | raise self._unwrap_exception(content) |
|
1361 | raise self._unwrap_exception(content) | |
1362 | mapping = content['resubmitted'] |
|
1362 | mapping = content['resubmitted'] | |
1363 | new_ids = [ mapping[msg_id] for msg_id in theids ] |
|
1363 | new_ids = [ mapping[msg_id] for msg_id in theids ] | |
1364 |
|
1364 | |||
1365 | ar = AsyncHubResult(self, msg_ids=new_ids) |
|
1365 | ar = AsyncHubResult(self, msg_ids=new_ids) | |
1366 |
|
1366 | |||
1367 | if block: |
|
1367 | if block: | |
1368 | ar.wait() |
|
1368 | ar.wait() | |
1369 |
|
1369 | |||
1370 | return ar |
|
1370 | return ar | |
1371 |
|
1371 | |||
1372 | @spin_first |
|
1372 | @spin_first | |
1373 | def result_status(self, msg_ids, status_only=True): |
|
1373 | def result_status(self, msg_ids, status_only=True): | |
1374 | """Check on the status of the result(s) of the apply request with `msg_ids`. |
|
1374 | """Check on the status of the result(s) of the apply request with `msg_ids`. | |
1375 |
|
1375 | |||
1376 | If status_only is False, then the actual results will be retrieved, else |
|
1376 | If status_only is False, then the actual results will be retrieved, else | |
1377 | only the status of the results will be checked. |
|
1377 | only the status of the results will be checked. | |
1378 |
|
1378 | |||
1379 | Parameters |
|
1379 | Parameters | |
1380 | ---------- |
|
1380 | ---------- | |
1381 |
|
1381 | |||
1382 | msg_ids : list of msg_ids |
|
1382 | msg_ids : list of msg_ids | |
1383 | if int: |
|
1383 | if int: | |
1384 | Passed as index to self.history for convenience. |
|
1384 | Passed as index to self.history for convenience. | |
1385 | status_only : bool (default: True) |
|
1385 | status_only : bool (default: True) | |
1386 | if False: |
|
1386 | if False: | |
1387 | Retrieve the actual results of completed tasks. |
|
1387 | Retrieve the actual results of completed tasks. | |
1388 |
|
1388 | |||
1389 | Returns |
|
1389 | Returns | |
1390 | ------- |
|
1390 | ------- | |
1391 |
|
1391 | |||
1392 | results : dict |
|
1392 | results : dict | |
1393 | There will always be the keys 'pending' and 'completed', which will |
|
1393 | There will always be the keys 'pending' and 'completed', which will | |
1394 | be lists of msg_ids that are incomplete or complete. If `status_only` |
|
1394 | be lists of msg_ids that are incomplete or complete. If `status_only` | |
1395 | is False, then completed results will be keyed by their `msg_id`. |
|
1395 | is False, then completed results will be keyed by their `msg_id`. | |
1396 | """ |
|
1396 | """ | |
1397 | if not isinstance(msg_ids, (list,tuple)): |
|
1397 | if not isinstance(msg_ids, (list,tuple)): | |
1398 | msg_ids = [msg_ids] |
|
1398 | msg_ids = [msg_ids] | |
1399 |
|
1399 | |||
1400 | theids = [] |
|
1400 | theids = [] | |
1401 | for msg_id in msg_ids: |
|
1401 | for msg_id in msg_ids: | |
1402 | if isinstance(msg_id, int): |
|
1402 | if isinstance(msg_id, int): | |
1403 | msg_id = self.history[msg_id] |
|
1403 | msg_id = self.history[msg_id] | |
1404 | if not isinstance(msg_id, basestring): |
|
1404 | if not isinstance(msg_id, basestring): | |
1405 | raise TypeError("msg_ids must be str, not %r"%msg_id) |
|
1405 | raise TypeError("msg_ids must be str, not %r"%msg_id) | |
1406 | theids.append(msg_id) |
|
1406 | theids.append(msg_id) | |
1407 |
|
1407 | |||
1408 | completed = [] |
|
1408 | completed = [] | |
1409 | local_results = {} |
|
1409 | local_results = {} | |
1410 |
|
1410 | |||
1411 | # comment this block out to temporarily disable local shortcut: |
|
1411 | # comment this block out to temporarily disable local shortcut: | |
1412 | for msg_id in theids: |
|
1412 | for msg_id in theids: | |
1413 | if msg_id in self.results: |
|
1413 | if msg_id in self.results: | |
1414 | completed.append(msg_id) |
|
1414 | completed.append(msg_id) | |
1415 | local_results[msg_id] = self.results[msg_id] |
|
1415 | local_results[msg_id] = self.results[msg_id] | |
1416 | theids.remove(msg_id) |
|
1416 | theids.remove(msg_id) | |
1417 |
|
1417 | |||
1418 | if theids: # some not locally cached |
|
1418 | if theids: # some not locally cached | |
1419 | content = dict(msg_ids=theids, status_only=status_only) |
|
1419 | content = dict(msg_ids=theids, status_only=status_only) | |
1420 | msg = self.session.send(self._query_socket, "result_request", content=content) |
|
1420 | msg = self.session.send(self._query_socket, "result_request", content=content) | |
1421 | zmq.select([self._query_socket], [], []) |
|
1421 | zmq.select([self._query_socket], [], []) | |
1422 | idents,msg = self.session.recv(self._query_socket, zmq.NOBLOCK) |
|
1422 | idents,msg = self.session.recv(self._query_socket, zmq.NOBLOCK) | |
1423 | if self.debug: |
|
1423 | if self.debug: | |
1424 | pprint(msg) |
|
1424 | pprint(msg) | |
1425 | content = msg['content'] |
|
1425 | content = msg['content'] | |
1426 | if content['status'] != 'ok': |
|
1426 | if content['status'] != 'ok': | |
1427 | raise self._unwrap_exception(content) |
|
1427 | raise self._unwrap_exception(content) | |
1428 | buffers = msg['buffers'] |
|
1428 | buffers = msg['buffers'] | |
1429 | else: |
|
1429 | else: | |
1430 | content = dict(completed=[],pending=[]) |
|
1430 | content = dict(completed=[],pending=[]) | |
1431 |
|
1431 | |||
1432 | content['completed'].extend(completed) |
|
1432 | content['completed'].extend(completed) | |
1433 |
|
1433 | |||
1434 | if status_only: |
|
1434 | if status_only: | |
1435 | return content |
|
1435 | return content | |
1436 |
|
1436 | |||
1437 | failures = [] |
|
1437 | failures = [] | |
1438 | # load cached results into result: |
|
1438 | # load cached results into result: | |
1439 | content.update(local_results) |
|
1439 | content.update(local_results) | |
1440 |
|
1440 | |||
1441 | # update cache with results: |
|
1441 | # update cache with results: | |
1442 | for msg_id in sorted(theids): |
|
1442 | for msg_id in sorted(theids): | |
1443 | if msg_id in content['completed']: |
|
1443 | if msg_id in content['completed']: | |
1444 | rec = content[msg_id] |
|
1444 | rec = content[msg_id] | |
1445 | parent = rec['header'] |
|
1445 | parent = rec['header'] | |
1446 | header = rec['result_header'] |
|
1446 | header = rec['result_header'] | |
1447 | rcontent = rec['result_content'] |
|
1447 | rcontent = rec['result_content'] | |
1448 | iodict = rec['io'] |
|
1448 | iodict = rec['io'] | |
1449 | if isinstance(rcontent, str): |
|
1449 | if isinstance(rcontent, str): | |
1450 | rcontent = self.session.unpack(rcontent) |
|
1450 | rcontent = self.session.unpack(rcontent) | |
1451 |
|
1451 | |||
1452 | md = self.metadata[msg_id] |
|
1452 | md = self.metadata[msg_id] | |
1453 | md.update(self._extract_metadata(header, parent, rcontent)) |
|
1453 | md.update(self._extract_metadata(header, parent, rcontent)) | |
1454 | if rec.get('received'): |
|
1454 | if rec.get('received'): | |
1455 | md['received'] = rec['received'] |
|
1455 | md['received'] = rec['received'] | |
1456 | md.update(iodict) |
|
1456 | md.update(iodict) | |
1457 |
|
1457 | |||
1458 | if rcontent['status'] == 'ok': |
|
1458 | if rcontent['status'] == 'ok': | |
1459 | res,buffers = util.unserialize_object(buffers) |
|
1459 | res,buffers = util.unserialize_object(buffers) | |
1460 | else: |
|
1460 | else: | |
1461 | print rcontent |
|
1461 | print rcontent | |
1462 | res = self._unwrap_exception(rcontent) |
|
1462 | res = self._unwrap_exception(rcontent) | |
1463 | failures.append(res) |
|
1463 | failures.append(res) | |
1464 |
|
1464 | |||
1465 | self.results[msg_id] = res |
|
1465 | self.results[msg_id] = res | |
1466 | content[msg_id] = res |
|
1466 | content[msg_id] = res | |
1467 |
|
1467 | |||
1468 | if len(theids) == 1 and failures: |
|
1468 | if len(theids) == 1 and failures: | |
1469 | raise failures[0] |
|
1469 | raise failures[0] | |
1470 |
|
1470 | |||
1471 | error.collect_exceptions(failures, "result_status") |
|
1471 | error.collect_exceptions(failures, "result_status") | |
1472 | return content |
|
1472 | return content | |
1473 |
|
1473 | |||
1474 | @spin_first |
|
1474 | @spin_first | |
1475 | def queue_status(self, targets='all', verbose=False): |
|
1475 | def queue_status(self, targets='all', verbose=False): | |
1476 | """Fetch the status of engine queues. |
|
1476 | """Fetch the status of engine queues. | |
1477 |
|
1477 | |||
1478 | Parameters |
|
1478 | Parameters | |
1479 | ---------- |
|
1479 | ---------- | |
1480 |
|
1480 | |||
1481 | targets : int/str/list of ints/strs |
|
1481 | targets : int/str/list of ints/strs | |
1482 | the engines whose states are to be queried. |
|
1482 | the engines whose states are to be queried. | |
1483 | default : all |
|
1483 | default : all | |
1484 | verbose : bool |
|
1484 | verbose : bool | |
1485 | Whether to return lengths only, or lists of ids for each element |
|
1485 | Whether to return lengths only, or lists of ids for each element | |
1486 | """ |
|
1486 | """ | |
1487 | if targets == 'all': |
|
1487 | if targets == 'all': | |
1488 | # allow 'all' to be evaluated on the engine |
|
1488 | # allow 'all' to be evaluated on the engine | |
1489 | engine_ids = None |
|
1489 | engine_ids = None | |
1490 | else: |
|
1490 | else: | |
1491 | engine_ids = self._build_targets(targets)[1] |
|
1491 | engine_ids = self._build_targets(targets)[1] | |
1492 | content = dict(targets=engine_ids, verbose=verbose) |
|
1492 | content = dict(targets=engine_ids, verbose=verbose) | |
1493 | self.session.send(self._query_socket, "queue_request", content=content) |
|
1493 | self.session.send(self._query_socket, "queue_request", content=content) | |
1494 | idents,msg = self.session.recv(self._query_socket, 0) |
|
1494 | idents,msg = self.session.recv(self._query_socket, 0) | |
1495 | if self.debug: |
|
1495 | if self.debug: | |
1496 | pprint(msg) |
|
1496 | pprint(msg) | |
1497 | content = msg['content'] |
|
1497 | content = msg['content'] | |
1498 | status = content.pop('status') |
|
1498 | status = content.pop('status') | |
1499 | if status != 'ok': |
|
1499 | if status != 'ok': | |
1500 | raise self._unwrap_exception(content) |
|
1500 | raise self._unwrap_exception(content) | |
1501 | content = rekey(content) |
|
1501 | content = rekey(content) | |
1502 | if isinstance(targets, int): |
|
1502 | if isinstance(targets, int): | |
1503 | return content[targets] |
|
1503 | return content[targets] | |
1504 | else: |
|
1504 | else: | |
1505 | return content |
|
1505 | return content | |
1506 |
|
1506 | |||
1507 | @spin_first |
|
1507 | @spin_first | |
1508 | def purge_results(self, jobs=[], targets=[]): |
|
1508 | def purge_results(self, jobs=[], targets=[]): | |
1509 | """Tell the Hub to forget results. |
|
1509 | """Tell the Hub to forget results. | |
1510 |
|
1510 | |||
1511 | Individual results can be purged by msg_id, or the entire |
|
1511 | Individual results can be purged by msg_id, or the entire | |
1512 | history of specific targets can be purged. |
|
1512 | history of specific targets can be purged. | |
1513 |
|
1513 | |||
1514 | Use `purge_results('all')` to scrub everything from the Hub's db. |
|
1514 | Use `purge_results('all')` to scrub everything from the Hub's db. | |
1515 |
|
1515 | |||
1516 | Parameters |
|
1516 | Parameters | |
1517 | ---------- |
|
1517 | ---------- | |
1518 |
|
1518 | |||
1519 | jobs : str or list of str or AsyncResult objects |
|
1519 | jobs : str or list of str or AsyncResult objects | |
1520 | the msg_ids whose results should be forgotten. |
|
1520 | the msg_ids whose results should be forgotten. | |
1521 | targets : int/str/list of ints/strs |
|
1521 | targets : int/str/list of ints/strs | |
1522 | The targets, by int_id, whose entire history is to be purged. |
|
1522 | The targets, by int_id, whose entire history is to be purged. | |
1523 |
|
1523 | |||
1524 | default : None |
|
1524 | default : None | |
1525 | """ |
|
1525 | """ | |
1526 | if not targets and not jobs: |
|
1526 | if not targets and not jobs: | |
1527 | raise ValueError("Must specify at least one of `targets` and `jobs`") |
|
1527 | raise ValueError("Must specify at least one of `targets` and `jobs`") | |
1528 | if targets: |
|
1528 | if targets: | |
1529 | targets = self._build_targets(targets)[1] |
|
1529 | targets = self._build_targets(targets)[1] | |
1530 |
|
1530 | |||
1531 | # construct msg_ids from jobs |
|
1531 | # construct msg_ids from jobs | |
1532 | if jobs == 'all': |
|
1532 | if jobs == 'all': | |
1533 | msg_ids = jobs |
|
1533 | msg_ids = jobs | |
1534 | else: |
|
1534 | else: | |
1535 | msg_ids = [] |
|
1535 | msg_ids = [] | |
1536 | if isinstance(jobs, (basestring,AsyncResult)): |
|
1536 | if isinstance(jobs, (basestring,AsyncResult)): | |
1537 | jobs = [jobs] |
|
1537 | jobs = [jobs] | |
1538 | bad_ids = filter(lambda obj: not isinstance(obj, (basestring, AsyncResult)), jobs) |
|
1538 | bad_ids = filter(lambda obj: not isinstance(obj, (basestring, AsyncResult)), jobs) | |
1539 | if bad_ids: |
|
1539 | if bad_ids: | |
1540 | raise TypeError("Invalid msg_id type %r, expected str or AsyncResult"%bad_ids[0]) |
|
1540 | raise TypeError("Invalid msg_id type %r, expected str or AsyncResult"%bad_ids[0]) | |
1541 | for j in jobs: |
|
1541 | for j in jobs: | |
1542 | if isinstance(j, AsyncResult): |
|
1542 | if isinstance(j, AsyncResult): | |
1543 | msg_ids.extend(j.msg_ids) |
|
1543 | msg_ids.extend(j.msg_ids) | |
1544 | else: |
|
1544 | else: | |
1545 | msg_ids.append(j) |
|
1545 | msg_ids.append(j) | |
1546 |
|
1546 | |||
1547 | content = dict(engine_ids=targets, msg_ids=msg_ids) |
|
1547 | content = dict(engine_ids=targets, msg_ids=msg_ids) | |
1548 | self.session.send(self._query_socket, "purge_request", content=content) |
|
1548 | self.session.send(self._query_socket, "purge_request", content=content) | |
1549 | idents, msg = self.session.recv(self._query_socket, 0) |
|
1549 | idents, msg = self.session.recv(self._query_socket, 0) | |
1550 | if self.debug: |
|
1550 | if self.debug: | |
1551 | pprint(msg) |
|
1551 | pprint(msg) | |
1552 | content = msg['content'] |
|
1552 | content = msg['content'] | |
1553 | if content['status'] != 'ok': |
|
1553 | if content['status'] != 'ok': | |
1554 | raise self._unwrap_exception(content) |
|
1554 | raise self._unwrap_exception(content) | |
1555 |
|
1555 | |||
1556 | @spin_first |
|
1556 | @spin_first | |
1557 | def hub_history(self): |
|
1557 | def hub_history(self): | |
1558 | """Get the Hub's history |
|
1558 | """Get the Hub's history | |
1559 |
|
1559 | |||
1560 | Just like the Client, the Hub has a history, which is a list of msg_ids. |
|
1560 | Just like the Client, the Hub has a history, which is a list of msg_ids. | |
1561 | This will contain the history of all clients, and, depending on configuration, |
|
1561 | This will contain the history of all clients, and, depending on configuration, | |
1562 | may contain history across multiple cluster sessions. |
|
1562 | may contain history across multiple cluster sessions. | |
1563 |
|
1563 | |||
1564 | Any msg_id returned here is a valid argument to `get_result`. |
|
1564 | Any msg_id returned here is a valid argument to `get_result`. | |
1565 |
|
1565 | |||
1566 | Returns |
|
1566 | Returns | |
1567 | ------- |
|
1567 | ------- | |
1568 |
|
1568 | |||
1569 | msg_ids : list of strs |
|
1569 | msg_ids : list of strs | |
1570 | list of all msg_ids, ordered by task submission time. |
|
1570 | list of all msg_ids, ordered by task submission time. | |
1571 | """ |
|
1571 | """ | |
1572 |
|
1572 | |||
1573 | self.session.send(self._query_socket, "history_request", content={}) |
|
1573 | self.session.send(self._query_socket, "history_request", content={}) | |
1574 | idents, msg = self.session.recv(self._query_socket, 0) |
|
1574 | idents, msg = self.session.recv(self._query_socket, 0) | |
1575 |
|
1575 | |||
1576 | if self.debug: |
|
1576 | if self.debug: | |
1577 | pprint(msg) |
|
1577 | pprint(msg) | |
1578 | content = msg['content'] |
|
1578 | content = msg['content'] | |
1579 | if content['status'] != 'ok': |
|
1579 | if content['status'] != 'ok': | |
1580 | raise self._unwrap_exception(content) |
|
1580 | raise self._unwrap_exception(content) | |
1581 | else: |
|
1581 | else: | |
1582 | return content['history'] |
|
1582 | return content['history'] | |
1583 |
|
1583 | |||
1584 | @spin_first |
|
1584 | @spin_first | |
1585 | def db_query(self, query, keys=None): |
|
1585 | def db_query(self, query, keys=None): | |
1586 | """Query the Hub's TaskRecord database |
|
1586 | """Query the Hub's TaskRecord database | |
1587 |
|
1587 | |||
1588 | This will return a list of task record dicts that match `query` |
|
1588 | This will return a list of task record dicts that match `query` | |
1589 |
|
1589 | |||
1590 | Parameters |
|
1590 | Parameters | |
1591 | ---------- |
|
1591 | ---------- | |
1592 |
|
1592 | |||
1593 | query : mongodb query dict |
|
1593 | query : mongodb query dict | |
1594 | The search dict. See mongodb query docs for details. |
|
1594 | The search dict. See mongodb query docs for details. | |
1595 | keys : list of strs [optional] |
|
1595 | keys : list of strs [optional] | |
1596 | The subset of keys to be returned. The default is to fetch everything but buffers. |
|
1596 | The subset of keys to be returned. The default is to fetch everything but buffers. | |
1597 | 'msg_id' will *always* be included. |
|
1597 | 'msg_id' will *always* be included. | |
1598 | """ |
|
1598 | """ | |
1599 | if isinstance(keys, basestring): |
|
1599 | if isinstance(keys, basestring): | |
1600 | keys = [keys] |
|
1600 | keys = [keys] | |
1601 | content = dict(query=query, keys=keys) |
|
1601 | content = dict(query=query, keys=keys) | |
1602 | self.session.send(self._query_socket, "db_request", content=content) |
|
1602 | self.session.send(self._query_socket, "db_request", content=content) | |
1603 | idents, msg = self.session.recv(self._query_socket, 0) |
|
1603 | idents, msg = self.session.recv(self._query_socket, 0) | |
1604 | if self.debug: |
|
1604 | if self.debug: | |
1605 | pprint(msg) |
|
1605 | pprint(msg) | |
1606 | content = msg['content'] |
|
1606 | content = msg['content'] | |
1607 | if content['status'] != 'ok': |
|
1607 | if content['status'] != 'ok': | |
1608 | raise self._unwrap_exception(content) |
|
1608 | raise self._unwrap_exception(content) | |
1609 |
|
1609 | |||
1610 | records = content['records'] |
|
1610 | records = content['records'] | |
1611 |
|
1611 | |||
1612 | buffer_lens = content['buffer_lens'] |
|
1612 | buffer_lens = content['buffer_lens'] | |
1613 | result_buffer_lens = content['result_buffer_lens'] |
|
1613 | result_buffer_lens = content['result_buffer_lens'] | |
1614 | buffers = msg['buffers'] |
|
1614 | buffers = msg['buffers'] | |
1615 | has_bufs = buffer_lens is not None |
|
1615 | has_bufs = buffer_lens is not None | |
1616 | has_rbufs = result_buffer_lens is not None |
|
1616 | has_rbufs = result_buffer_lens is not None | |
1617 | for i,rec in enumerate(records): |
|
1617 | for i,rec in enumerate(records): | |
1618 | # relink buffers |
|
1618 | # relink buffers | |
1619 | if has_bufs: |
|
1619 | if has_bufs: | |
1620 | blen = buffer_lens[i] |
|
1620 | blen = buffer_lens[i] | |
1621 | rec['buffers'], buffers = buffers[:blen],buffers[blen:] |
|
1621 | rec['buffers'], buffers = buffers[:blen],buffers[blen:] | |
1622 | if has_rbufs: |
|
1622 | if has_rbufs: | |
1623 | blen = result_buffer_lens[i] |
|
1623 | blen = result_buffer_lens[i] | |
1624 | rec['result_buffers'], buffers = buffers[:blen],buffers[blen:] |
|
1624 | rec['result_buffers'], buffers = buffers[:blen],buffers[blen:] | |
1625 |
|
1625 | |||
1626 | return records |
|
1626 | return records | |
1627 |
|
1627 | |||
1628 | __all__ = [ 'Client' ] |
|
1628 | __all__ = [ 'Client' ] |
@@ -1,689 +1,694 b'' | |||||
1 | # -*- coding: utf-8 -*- |
|
1 | # -*- coding: utf-8 -*- | |
2 | """test View objects |
|
2 | """test View objects | |
3 |
|
3 | |||
4 | Authors: |
|
4 | Authors: | |
5 |
|
5 | |||
6 | * Min RK |
|
6 | * Min RK | |
7 | """ |
|
7 | """ | |
8 | #------------------------------------------------------------------------------- |
|
8 | #------------------------------------------------------------------------------- | |
9 | # Copyright (C) 2011 The IPython Development Team |
|
9 | # Copyright (C) 2011 The IPython Development Team | |
10 | # |
|
10 | # | |
11 | # Distributed under the terms of the BSD License. The full license is in |
|
11 | # Distributed under the terms of the BSD License. The full license is in | |
12 | # the file COPYING, distributed as part of this software. |
|
12 | # the file COPYING, distributed as part of this software. | |
13 | #------------------------------------------------------------------------------- |
|
13 | #------------------------------------------------------------------------------- | |
14 |
|
14 | |||
15 | #------------------------------------------------------------------------------- |
|
15 | #------------------------------------------------------------------------------- | |
16 | # Imports |
|
16 | # Imports | |
17 | #------------------------------------------------------------------------------- |
|
17 | #------------------------------------------------------------------------------- | |
18 |
|
18 | |||
19 | import sys |
|
19 | import sys | |
20 | import time |
|
20 | import time | |
21 | from tempfile import mktemp |
|
21 | from tempfile import mktemp | |
22 | from StringIO import StringIO |
|
22 | from StringIO import StringIO | |
23 |
|
23 | |||
24 | import zmq |
|
24 | import zmq | |
25 | from nose import SkipTest |
|
25 | from nose import SkipTest | |
26 |
|
26 | |||
27 | from IPython.testing import decorators as dec |
|
27 | from IPython.testing import decorators as dec | |
28 | from IPython.testing.ipunittest import ParametricTestCase |
|
28 | from IPython.testing.ipunittest import ParametricTestCase | |
29 |
|
29 | |||
30 | from IPython import parallel as pmod |
|
30 | from IPython import parallel as pmod | |
31 | from IPython.parallel import error |
|
31 | from IPython.parallel import error | |
32 | from IPython.parallel import AsyncResult, AsyncHubResult, AsyncMapResult |
|
32 | from IPython.parallel import AsyncResult, AsyncHubResult, AsyncMapResult | |
33 | from IPython.parallel import DirectView |
|
33 | from IPython.parallel import DirectView | |
34 | from IPython.parallel.util import interactive |
|
34 | from IPython.parallel.util import interactive | |
35 |
|
35 | |||
36 | from IPython.parallel.tests import add_engines |
|
36 | from IPython.parallel.tests import add_engines | |
37 |
|
37 | |||
38 | from .clienttest import ClusterTestCase, crash, wait, skip_without |
|
38 | from .clienttest import ClusterTestCase, crash, wait, skip_without | |
39 |
|
39 | |||
40 | def setup(): |
|
40 | def setup(): | |
41 | add_engines(3, total=True) |
|
41 | add_engines(3, total=True) | |
42 |
|
42 | |||
43 | class TestView(ClusterTestCase, ParametricTestCase): |
|
43 | class TestView(ClusterTestCase, ParametricTestCase): | |
44 |
|
44 | |||
45 | def test_z_crash_mux(self): |
|
45 | def test_z_crash_mux(self): | |
46 | """test graceful handling of engine death (direct)""" |
|
46 | """test graceful handling of engine death (direct)""" | |
47 | raise SkipTest("crash tests disabled, due to undesirable crash reports") |
|
47 | raise SkipTest("crash tests disabled, due to undesirable crash reports") | |
48 | # self.add_engines(1) |
|
48 | # self.add_engines(1) | |
49 | eid = self.client.ids[-1] |
|
49 | eid = self.client.ids[-1] | |
50 | ar = self.client[eid].apply_async(crash) |
|
50 | ar = self.client[eid].apply_async(crash) | |
51 | self.assertRaisesRemote(error.EngineError, ar.get, 10) |
|
51 | self.assertRaisesRemote(error.EngineError, ar.get, 10) | |
52 | eid = ar.engine_id |
|
52 | eid = ar.engine_id | |
53 | tic = time.time() |
|
53 | tic = time.time() | |
54 | while eid in self.client.ids and time.time()-tic < 5: |
|
54 | while eid in self.client.ids and time.time()-tic < 5: | |
55 | time.sleep(.01) |
|
55 | time.sleep(.01) | |
56 | self.client.spin() |
|
56 | self.client.spin() | |
57 | self.assertFalse(eid in self.client.ids, "Engine should have died") |
|
57 | self.assertFalse(eid in self.client.ids, "Engine should have died") | |
58 |
|
58 | |||
59 | def test_push_pull(self): |
|
59 | def test_push_pull(self): | |
60 | """test pushing and pulling""" |
|
60 | """test pushing and pulling""" | |
61 | data = dict(a=10, b=1.05, c=range(10), d={'e':(1,2),'f':'hi'}) |
|
61 | data = dict(a=10, b=1.05, c=range(10), d={'e':(1,2),'f':'hi'}) | |
62 | t = self.client.ids[-1] |
|
62 | t = self.client.ids[-1] | |
63 | v = self.client[t] |
|
63 | v = self.client[t] | |
64 | push = v.push |
|
64 | push = v.push | |
65 | pull = v.pull |
|
65 | pull = v.pull | |
66 | v.block=True |
|
66 | v.block=True | |
67 | nengines = len(self.client) |
|
67 | nengines = len(self.client) | |
68 | push({'data':data}) |
|
68 | push({'data':data}) | |
69 | d = pull('data') |
|
69 | d = pull('data') | |
70 | self.assertEquals(d, data) |
|
70 | self.assertEquals(d, data) | |
71 | self.client[:].push({'data':data}) |
|
71 | self.client[:].push({'data':data}) | |
72 | d = self.client[:].pull('data', block=True) |
|
72 | d = self.client[:].pull('data', block=True) | |
73 | self.assertEquals(d, nengines*[data]) |
|
73 | self.assertEquals(d, nengines*[data]) | |
74 | ar = push({'data':data}, block=False) |
|
74 | ar = push({'data':data}, block=False) | |
75 | self.assertTrue(isinstance(ar, AsyncResult)) |
|
75 | self.assertTrue(isinstance(ar, AsyncResult)) | |
76 | r = ar.get() |
|
76 | r = ar.get() | |
77 | ar = self.client[:].pull('data', block=False) |
|
77 | ar = self.client[:].pull('data', block=False) | |
78 | self.assertTrue(isinstance(ar, AsyncResult)) |
|
78 | self.assertTrue(isinstance(ar, AsyncResult)) | |
79 | r = ar.get() |
|
79 | r = ar.get() | |
80 | self.assertEquals(r, nengines*[data]) |
|
80 | self.assertEquals(r, nengines*[data]) | |
81 | self.client[:].push(dict(a=10,b=20)) |
|
81 | self.client[:].push(dict(a=10,b=20)) | |
82 | r = self.client[:].pull(('a','b'), block=True) |
|
82 | r = self.client[:].pull(('a','b'), block=True) | |
83 | self.assertEquals(r, nengines*[[10,20]]) |
|
83 | self.assertEquals(r, nengines*[[10,20]]) | |
84 |
|
84 | |||
85 | def test_push_pull_function(self): |
|
85 | def test_push_pull_function(self): | |
86 | "test pushing and pulling functions" |
|
86 | "test pushing and pulling functions" | |
87 | def testf(x): |
|
87 | def testf(x): | |
88 | return 2.0*x |
|
88 | return 2.0*x | |
89 |
|
89 | |||
90 | t = self.client.ids[-1] |
|
90 | t = self.client.ids[-1] | |
91 | v = self.client[t] |
|
91 | v = self.client[t] | |
92 | v.block=True |
|
92 | v.block=True | |
93 | push = v.push |
|
93 | push = v.push | |
94 | pull = v.pull |
|
94 | pull = v.pull | |
95 | execute = v.execute |
|
95 | execute = v.execute | |
96 | push({'testf':testf}) |
|
96 | push({'testf':testf}) | |
97 | r = pull('testf') |
|
97 | r = pull('testf') | |
98 | self.assertEqual(r(1.0), testf(1.0)) |
|
98 | self.assertEqual(r(1.0), testf(1.0)) | |
99 | execute('r = testf(10)') |
|
99 | execute('r = testf(10)') | |
100 | r = pull('r') |
|
100 | r = pull('r') | |
101 | self.assertEquals(r, testf(10)) |
|
101 | self.assertEquals(r, testf(10)) | |
102 | ar = self.client[:].push({'testf':testf}, block=False) |
|
102 | ar = self.client[:].push({'testf':testf}, block=False) | |
103 | ar.get() |
|
103 | ar.get() | |
104 | ar = self.client[:].pull('testf', block=False) |
|
104 | ar = self.client[:].pull('testf', block=False) | |
105 | rlist = ar.get() |
|
105 | rlist = ar.get() | |
106 | for r in rlist: |
|
106 | for r in rlist: | |
107 | self.assertEqual(r(1.0), testf(1.0)) |
|
107 | self.assertEqual(r(1.0), testf(1.0)) | |
108 | execute("def g(x): return x*x") |
|
108 | execute("def g(x): return x*x") | |
109 | r = pull(('testf','g')) |
|
109 | r = pull(('testf','g')) | |
110 | self.assertEquals((r[0](10),r[1](10)), (testf(10), 100)) |
|
110 | self.assertEquals((r[0](10),r[1](10)), (testf(10), 100)) | |
111 |
|
111 | |||
112 | def test_push_function_globals(self): |
|
112 | def test_push_function_globals(self): | |
113 | """test that pushed functions have access to globals""" |
|
113 | """test that pushed functions have access to globals""" | |
114 | @interactive |
|
114 | @interactive | |
115 | def geta(): |
|
115 | def geta(): | |
116 | return a |
|
116 | return a | |
117 | # self.add_engines(1) |
|
117 | # self.add_engines(1) | |
118 | v = self.client[-1] |
|
118 | v = self.client[-1] | |
119 | v.block=True |
|
119 | v.block=True | |
120 | v['f'] = geta |
|
120 | v['f'] = geta | |
121 | self.assertRaisesRemote(NameError, v.execute, 'b=f()') |
|
121 | self.assertRaisesRemote(NameError, v.execute, 'b=f()') | |
122 | v.execute('a=5') |
|
122 | v.execute('a=5') | |
123 | v.execute('b=f()') |
|
123 | v.execute('b=f()') | |
124 | self.assertEquals(v['b'], 5) |
|
124 | self.assertEquals(v['b'], 5) | |
125 |
|
125 | |||
126 | def test_push_function_defaults(self): |
|
126 | def test_push_function_defaults(self): | |
127 | """test that pushed functions preserve default args""" |
|
127 | """test that pushed functions preserve default args""" | |
128 | def echo(a=10): |
|
128 | def echo(a=10): | |
129 | return a |
|
129 | return a | |
130 | v = self.client[-1] |
|
130 | v = self.client[-1] | |
131 | v.block=True |
|
131 | v.block=True | |
132 | v['f'] = echo |
|
132 | v['f'] = echo | |
133 | v.execute('b=f()') |
|
133 | v.execute('b=f()') | |
134 | self.assertEquals(v['b'], 10) |
|
134 | self.assertEquals(v['b'], 10) | |
135 |
|
135 | |||
136 | def test_get_result(self): |
|
136 | def test_get_result(self): | |
137 | """test getting results from the Hub.""" |
|
137 | """test getting results from the Hub.""" | |
138 | c = pmod.Client(profile='iptest') |
|
138 | c = pmod.Client(profile='iptest') | |
139 | # self.add_engines(1) |
|
139 | # self.add_engines(1) | |
140 | t = c.ids[-1] |
|
140 | t = c.ids[-1] | |
141 | v = c[t] |
|
141 | v = c[t] | |
142 | v2 = self.client[t] |
|
142 | v2 = self.client[t] | |
143 | ar = v.apply_async(wait, 1) |
|
143 | ar = v.apply_async(wait, 1) | |
144 | # give the monitor time to notice the message |
|
144 | # give the monitor time to notice the message | |
145 | time.sleep(.25) |
|
145 | time.sleep(.25) | |
146 | ahr = v2.get_result(ar.msg_ids) |
|
146 | ahr = v2.get_result(ar.msg_ids) | |
147 | self.assertTrue(isinstance(ahr, AsyncHubResult)) |
|
147 | self.assertTrue(isinstance(ahr, AsyncHubResult)) | |
148 | self.assertEquals(ahr.get(), ar.get()) |
|
148 | self.assertEquals(ahr.get(), ar.get()) | |
149 | ar2 = v2.get_result(ar.msg_ids) |
|
149 | ar2 = v2.get_result(ar.msg_ids) | |
150 | self.assertFalse(isinstance(ar2, AsyncHubResult)) |
|
150 | self.assertFalse(isinstance(ar2, AsyncHubResult)) | |
151 | c.spin() |
|
151 | c.spin() | |
152 | c.close() |
|
152 | c.close() | |
153 |
|
153 | |||
154 | def test_run_newline(self): |
|
154 | def test_run_newline(self): | |
155 | """test that run appends newline to files""" |
|
155 | """test that run appends newline to files""" | |
156 | tmpfile = mktemp() |
|
156 | tmpfile = mktemp() | |
157 | with open(tmpfile, 'w') as f: |
|
157 | with open(tmpfile, 'w') as f: | |
158 | f.write("""def g(): |
|
158 | f.write("""def g(): | |
159 | return 5 |
|
159 | return 5 | |
160 | """) |
|
160 | """) | |
161 | v = self.client[-1] |
|
161 | v = self.client[-1] | |
162 | v.run(tmpfile, block=True) |
|
162 | v.run(tmpfile, block=True) | |
163 | self.assertEquals(v.apply_sync(lambda f: f(), pmod.Reference('g')), 5) |
|
163 | self.assertEquals(v.apply_sync(lambda f: f(), pmod.Reference('g')), 5) | |
164 |
|
164 | |||
165 | def test_apply_tracked(self): |
|
165 | def test_apply_tracked(self): | |
166 | """test tracking for apply""" |
|
166 | """test tracking for apply""" | |
167 | # self.add_engines(1) |
|
167 | # self.add_engines(1) | |
168 | t = self.client.ids[-1] |
|
168 | t = self.client.ids[-1] | |
169 | v = self.client[t] |
|
169 | v = self.client[t] | |
170 | v.block=False |
|
170 | v.block=False | |
171 | def echo(n=1024*1024, **kwargs): |
|
171 | def echo(n=1024*1024, **kwargs): | |
172 | with v.temp_flags(**kwargs): |
|
172 | with v.temp_flags(**kwargs): | |
173 | return v.apply(lambda x: x, 'x'*n) |
|
173 | return v.apply(lambda x: x, 'x'*n) | |
174 | ar = echo(1, track=False) |
|
174 | ar = echo(1, track=False) | |
175 | self.assertTrue(isinstance(ar._tracker, zmq.MessageTracker)) |
|
175 | self.assertTrue(isinstance(ar._tracker, zmq.MessageTracker)) | |
176 | self.assertTrue(ar.sent) |
|
176 | self.assertTrue(ar.sent) | |
177 | ar = echo(track=True) |
|
177 | ar = echo(track=True) | |
178 | self.assertTrue(isinstance(ar._tracker, zmq.MessageTracker)) |
|
178 | self.assertTrue(isinstance(ar._tracker, zmq.MessageTracker)) | |
179 | self.assertEquals(ar.sent, ar._tracker.done) |
|
179 | self.assertEquals(ar.sent, ar._tracker.done) | |
180 | ar._tracker.wait() |
|
180 | ar._tracker.wait() | |
181 | self.assertTrue(ar.sent) |
|
181 | self.assertTrue(ar.sent) | |
182 |
|
182 | |||
183 | def test_push_tracked(self): |
|
183 | def test_push_tracked(self): | |
184 | t = self.client.ids[-1] |
|
184 | t = self.client.ids[-1] | |
185 | ns = dict(x='x'*1024*1024) |
|
185 | ns = dict(x='x'*1024*1024) | |
186 | v = self.client[t] |
|
186 | v = self.client[t] | |
187 | ar = v.push(ns, block=False, track=False) |
|
187 | ar = v.push(ns, block=False, track=False) | |
188 | self.assertTrue(isinstance(ar._tracker, zmq.MessageTracker)) |
|
188 | self.assertTrue(isinstance(ar._tracker, zmq.MessageTracker)) | |
189 | self.assertTrue(ar.sent) |
|
189 | self.assertTrue(ar.sent) | |
190 |
|
190 | |||
191 | ar = v.push(ns, block=False, track=True) |
|
191 | ar = v.push(ns, block=False, track=True) | |
192 | self.assertTrue(isinstance(ar._tracker, zmq.MessageTracker)) |
|
192 | self.assertTrue(isinstance(ar._tracker, zmq.MessageTracker)) | |
193 | ar._tracker.wait() |
|
193 | ar._tracker.wait() | |
194 | self.assertEquals(ar.sent, ar._tracker.done) |
|
194 | self.assertEquals(ar.sent, ar._tracker.done) | |
195 | self.assertTrue(ar.sent) |
|
195 | self.assertTrue(ar.sent) | |
196 | ar.get() |
|
196 | ar.get() | |
197 |
|
197 | |||
198 | def test_scatter_tracked(self): |
|
198 | def test_scatter_tracked(self): | |
199 | t = self.client.ids |
|
199 | t = self.client.ids | |
200 | x='x'*1024*1024 |
|
200 | x='x'*1024*1024 | |
201 | ar = self.client[t].scatter('x', x, block=False, track=False) |
|
201 | ar = self.client[t].scatter('x', x, block=False, track=False) | |
202 | self.assertTrue(isinstance(ar._tracker, zmq.MessageTracker)) |
|
202 | self.assertTrue(isinstance(ar._tracker, zmq.MessageTracker)) | |
203 | self.assertTrue(ar.sent) |
|
203 | self.assertTrue(ar.sent) | |
204 |
|
204 | |||
205 | ar = self.client[t].scatter('x', x, block=False, track=True) |
|
205 | ar = self.client[t].scatter('x', x, block=False, track=True) | |
206 | self.assertTrue(isinstance(ar._tracker, zmq.MessageTracker)) |
|
206 | self.assertTrue(isinstance(ar._tracker, zmq.MessageTracker)) | |
207 | self.assertEquals(ar.sent, ar._tracker.done) |
|
207 | self.assertEquals(ar.sent, ar._tracker.done) | |
208 | ar._tracker.wait() |
|
208 | ar._tracker.wait() | |
209 | self.assertTrue(ar.sent) |
|
209 | self.assertTrue(ar.sent) | |
210 | ar.get() |
|
210 | ar.get() | |
211 |
|
211 | |||
212 | def test_remote_reference(self): |
|
212 | def test_remote_reference(self): | |
213 | v = self.client[-1] |
|
213 | v = self.client[-1] | |
214 | v['a'] = 123 |
|
214 | v['a'] = 123 | |
215 | ra = pmod.Reference('a') |
|
215 | ra = pmod.Reference('a') | |
216 | b = v.apply_sync(lambda x: x, ra) |
|
216 | b = v.apply_sync(lambda x: x, ra) | |
217 | self.assertEquals(b, 123) |
|
217 | self.assertEquals(b, 123) | |
218 |
|
218 | |||
219 |
|
219 | |||
220 | def test_scatter_gather(self): |
|
220 | def test_scatter_gather(self): | |
221 | view = self.client[:] |
|
221 | view = self.client[:] | |
222 | seq1 = range(16) |
|
222 | seq1 = range(16) | |
223 | view.scatter('a', seq1) |
|
223 | view.scatter('a', seq1) | |
224 | seq2 = view.gather('a', block=True) |
|
224 | seq2 = view.gather('a', block=True) | |
225 | self.assertEquals(seq2, seq1) |
|
225 | self.assertEquals(seq2, seq1) | |
226 | self.assertRaisesRemote(NameError, view.gather, 'asdf', block=True) |
|
226 | self.assertRaisesRemote(NameError, view.gather, 'asdf', block=True) | |
227 |
|
227 | |||
228 | @skip_without('numpy') |
|
228 | @skip_without('numpy') | |
229 | def test_scatter_gather_numpy(self): |
|
229 | def test_scatter_gather_numpy(self): | |
230 | import numpy |
|
230 | import numpy | |
231 | from numpy.testing.utils import assert_array_equal, assert_array_almost_equal |
|
231 | from numpy.testing.utils import assert_array_equal, assert_array_almost_equal | |
232 | view = self.client[:] |
|
232 | view = self.client[:] | |
233 | a = numpy.arange(64) |
|
233 | a = numpy.arange(64) | |
234 | view.scatter('a', a) |
|
234 | view.scatter('a', a) | |
235 | b = view.gather('a', block=True) |
|
235 | b = view.gather('a', block=True) | |
236 | assert_array_equal(b, a) |
|
236 | assert_array_equal(b, a) | |
237 |
|
237 | |||
238 | def test_scatter_gather_lazy(self): |
|
238 | def test_scatter_gather_lazy(self): | |
239 | """scatter/gather with targets='all'""" |
|
239 | """scatter/gather with targets='all'""" | |
240 | view = self.client.direct_view(targets='all') |
|
240 | view = self.client.direct_view(targets='all') | |
241 | x = range(64) |
|
241 | x = range(64) | |
242 | view.scatter('x', x) |
|
242 | view.scatter('x', x) | |
243 | gathered = view.gather('x', block=True) |
|
243 | gathered = view.gather('x', block=True) | |
244 | self.assertEquals(gathered, x) |
|
244 | self.assertEquals(gathered, x) | |
245 |
|
245 | |||
246 |
|
246 | |||
247 | @dec.known_failure_py3 |
|
247 | @dec.known_failure_py3 | |
248 | @skip_without('numpy') |
|
248 | @skip_without('numpy') | |
249 | def test_push_numpy_nocopy(self): |
|
249 | def test_push_numpy_nocopy(self): | |
250 | import numpy |
|
250 | import numpy | |
251 | view = self.client[:] |
|
251 | view = self.client[:] | |
252 | a = numpy.arange(64) |
|
252 | a = numpy.arange(64) | |
253 | view['A'] = a |
|
253 | view['A'] = a | |
254 | @interactive |
|
254 | @interactive | |
255 | def check_writeable(x): |
|
255 | def check_writeable(x): | |
256 | return x.flags.writeable |
|
256 | return x.flags.writeable | |
257 |
|
257 | |||
258 | for flag in view.apply_sync(check_writeable, pmod.Reference('A')): |
|
258 | for flag in view.apply_sync(check_writeable, pmod.Reference('A')): | |
259 | self.assertFalse(flag, "array is writeable, push shouldn't have pickled it") |
|
259 | self.assertFalse(flag, "array is writeable, push shouldn't have pickled it") | |
260 |
|
260 | |||
261 | view.push(dict(B=a)) |
|
261 | view.push(dict(B=a)) | |
262 | for flag in view.apply_sync(check_writeable, pmod.Reference('B')): |
|
262 | for flag in view.apply_sync(check_writeable, pmod.Reference('B')): | |
263 | self.assertFalse(flag, "array is writeable, push shouldn't have pickled it") |
|
263 | self.assertFalse(flag, "array is writeable, push shouldn't have pickled it") | |
264 |
|
264 | |||
265 | @skip_without('numpy') |
|
265 | @skip_without('numpy') | |
266 | def test_apply_numpy(self): |
|
266 | def test_apply_numpy(self): | |
267 | """view.apply(f, ndarray)""" |
|
267 | """view.apply(f, ndarray)""" | |
268 | import numpy |
|
268 | import numpy | |
269 | from numpy.testing.utils import assert_array_equal, assert_array_almost_equal |
|
269 | from numpy.testing.utils import assert_array_equal, assert_array_almost_equal | |
270 |
|
270 | |||
271 | A = numpy.random.random((100,100)) |
|
271 | A = numpy.random.random((100,100)) | |
272 | view = self.client[-1] |
|
272 | view = self.client[-1] | |
273 | for dt in [ 'int32', 'uint8', 'float32', 'float64' ]: |
|
273 | for dt in [ 'int32', 'uint8', 'float32', 'float64' ]: | |
274 | B = A.astype(dt) |
|
274 | B = A.astype(dt) | |
275 | C = view.apply_sync(lambda x:x, B) |
|
275 | C = view.apply_sync(lambda x:x, B) | |
276 | assert_array_equal(B,C) |
|
276 | assert_array_equal(B,C) | |
277 |
|
277 | |||
278 | def test_map(self): |
|
278 | def test_map(self): | |
279 | view = self.client[:] |
|
279 | view = self.client[:] | |
280 | def f(x): |
|
280 | def f(x): | |
281 | return x**2 |
|
281 | return x**2 | |
282 | data = range(16) |
|
282 | data = range(16) | |
283 | r = view.map_sync(f, data) |
|
283 | r = view.map_sync(f, data) | |
284 | self.assertEquals(r, map(f, data)) |
|
284 | self.assertEquals(r, map(f, data)) | |
285 |
|
285 | |||
286 | def test_map_iterable(self): |
|
286 | def test_map_iterable(self): | |
287 | """test map on iterables (direct)""" |
|
287 | """test map on iterables (direct)""" | |
288 | view = self.client[:] |
|
288 | view = self.client[:] | |
289 | # 101 is prime, so it won't be evenly distributed |
|
289 | # 101 is prime, so it won't be evenly distributed | |
290 | arr = range(101) |
|
290 | arr = range(101) | |
291 | # ensure it will be an iterator, even in Python 3 |
|
291 | # ensure it will be an iterator, even in Python 3 | |
292 | it = iter(arr) |
|
292 | it = iter(arr) | |
293 | r = view.map_sync(lambda x:x, arr) |
|
293 | r = view.map_sync(lambda x:x, arr) | |
294 | self.assertEquals(r, list(arr)) |
|
294 | self.assertEquals(r, list(arr)) | |
295 |
|
295 | |||
296 | def test_scatterGatherNonblocking(self): |
|
296 | def test_scatterGatherNonblocking(self): | |
297 | data = range(16) |
|
297 | data = range(16) | |
298 | view = self.client[:] |
|
298 | view = self.client[:] | |
299 | view.scatter('a', data, block=False) |
|
299 | view.scatter('a', data, block=False) | |
300 | ar = view.gather('a', block=False) |
|
300 | ar = view.gather('a', block=False) | |
301 | self.assertEquals(ar.get(), data) |
|
301 | self.assertEquals(ar.get(), data) | |
302 |
|
302 | |||
303 | @skip_without('numpy') |
|
303 | @skip_without('numpy') | |
304 | def test_scatter_gather_numpy_nonblocking(self): |
|
304 | def test_scatter_gather_numpy_nonblocking(self): | |
305 | import numpy |
|
305 | import numpy | |
306 | from numpy.testing.utils import assert_array_equal, assert_array_almost_equal |
|
306 | from numpy.testing.utils import assert_array_equal, assert_array_almost_equal | |
307 | a = numpy.arange(64) |
|
307 | a = numpy.arange(64) | |
308 | view = self.client[:] |
|
308 | view = self.client[:] | |
309 | ar = view.scatter('a', a, block=False) |
|
309 | ar = view.scatter('a', a, block=False) | |
310 | self.assertTrue(isinstance(ar, AsyncResult)) |
|
310 | self.assertTrue(isinstance(ar, AsyncResult)) | |
311 | amr = view.gather('a', block=False) |
|
311 | amr = view.gather('a', block=False) | |
312 | self.assertTrue(isinstance(amr, AsyncMapResult)) |
|
312 | self.assertTrue(isinstance(amr, AsyncMapResult)) | |
313 | assert_array_equal(amr.get(), a) |
|
313 | assert_array_equal(amr.get(), a) | |
314 |
|
314 | |||
315 | def test_execute(self): |
|
315 | def test_execute(self): | |
316 | view = self.client[:] |
|
316 | view = self.client[:] | |
317 | # self.client.debug=True |
|
317 | # self.client.debug=True | |
318 | execute = view.execute |
|
318 | execute = view.execute | |
319 | ar = execute('c=30', block=False) |
|
319 | ar = execute('c=30', block=False) | |
320 | self.assertTrue(isinstance(ar, AsyncResult)) |
|
320 | self.assertTrue(isinstance(ar, AsyncResult)) | |
321 | ar = execute('d=[0,1,2]', block=False) |
|
321 | ar = execute('d=[0,1,2]', block=False) | |
322 | self.client.wait(ar, 1) |
|
322 | self.client.wait(ar, 1) | |
323 | self.assertEquals(len(ar.get()), len(self.client)) |
|
323 | self.assertEquals(len(ar.get()), len(self.client)) | |
324 | for c in view['c']: |
|
324 | for c in view['c']: | |
325 | self.assertEquals(c, 30) |
|
325 | self.assertEquals(c, 30) | |
326 |
|
326 | |||
327 | def test_abort(self): |
|
327 | def test_abort(self): | |
328 | view = self.client[-1] |
|
328 | view = self.client[-1] | |
329 | ar = view.execute('import time; time.sleep(1)', block=False) |
|
329 | ar = view.execute('import time; time.sleep(1)', block=False) | |
330 | ar2 = view.apply_async(lambda : 2) |
|
330 | ar2 = view.apply_async(lambda : 2) | |
331 | ar3 = view.apply_async(lambda : 3) |
|
331 | ar3 = view.apply_async(lambda : 3) | |
332 | view.abort(ar2) |
|
332 | view.abort(ar2) | |
333 | view.abort(ar3.msg_ids) |
|
333 | view.abort(ar3.msg_ids) | |
334 | self.assertRaises(error.TaskAborted, ar2.get) |
|
334 | self.assertRaises(error.TaskAborted, ar2.get) | |
335 | self.assertRaises(error.TaskAborted, ar3.get) |
|
335 | self.assertRaises(error.TaskAborted, ar3.get) | |
336 |
|
336 | |||
337 | def test_abort_all(self): |
|
337 | def test_abort_all(self): | |
338 | """view.abort() aborts all outstanding tasks""" |
|
338 | """view.abort() aborts all outstanding tasks""" | |
339 | view = self.client[-1] |
|
339 | view = self.client[-1] | |
340 | ars = [ view.apply_async(time.sleep, 0.25) for i in range(10) ] |
|
340 | ars = [ view.apply_async(time.sleep, 0.25) for i in range(10) ] | |
341 | view.abort() |
|
341 | view.abort() | |
342 | view.wait(timeout=5) |
|
342 | view.wait(timeout=5) | |
343 | for ar in ars[5:]: |
|
343 | for ar in ars[5:]: | |
344 | self.assertRaises(error.TaskAborted, ar.get) |
|
344 | self.assertRaises(error.TaskAborted, ar.get) | |
345 |
|
345 | |||
346 | def test_temp_flags(self): |
|
346 | def test_temp_flags(self): | |
347 | view = self.client[-1] |
|
347 | view = self.client[-1] | |
348 | view.block=True |
|
348 | view.block=True | |
349 | with view.temp_flags(block=False): |
|
349 | with view.temp_flags(block=False): | |
350 | self.assertFalse(view.block) |
|
350 | self.assertFalse(view.block) | |
351 | self.assertTrue(view.block) |
|
351 | self.assertTrue(view.block) | |
352 |
|
352 | |||
353 | @dec.known_failure_py3 |
|
353 | @dec.known_failure_py3 | |
354 | def test_importer(self): |
|
354 | def test_importer(self): | |
355 | view = self.client[-1] |
|
355 | view = self.client[-1] | |
356 | view.clear(block=True) |
|
356 | view.clear(block=True) | |
357 | with view.importer: |
|
357 | with view.importer: | |
358 | import re |
|
358 | import re | |
359 |
|
359 | |||
360 | @interactive |
|
360 | @interactive | |
361 | def findall(pat, s): |
|
361 | def findall(pat, s): | |
362 | # this globals() step isn't necessary in real code |
|
362 | # this globals() step isn't necessary in real code | |
363 | # only to prevent a closure in the test |
|
363 | # only to prevent a closure in the test | |
364 | re = globals()['re'] |
|
364 | re = globals()['re'] | |
365 | return re.findall(pat, s) |
|
365 | return re.findall(pat, s) | |
366 |
|
366 | |||
367 | self.assertEquals(view.apply_sync(findall, '\w+', 'hello world'), 'hello world'.split()) |
|
367 | self.assertEquals(view.apply_sync(findall, '\w+', 'hello world'), 'hello world'.split()) | |
368 |
|
368 | |||
369 | # parallel magic tests |
|
369 | # parallel magic tests | |
370 |
|
370 | |||
371 | def test_magic_px_blocking(self): |
|
371 | def test_magic_px_blocking(self): | |
372 | ip = get_ipython() |
|
372 | ip = get_ipython() | |
373 | v = self.client[-1] |
|
373 | v = self.client[-1] | |
374 | v.activate() |
|
374 | v.activate() | |
375 | v.block=True |
|
375 | v.block=True | |
376 |
|
376 | |||
377 | ip.magic_px('a=5') |
|
377 | ip.magic_px('a=5') | |
378 | self.assertEquals(v['a'], 5) |
|
378 | self.assertEquals(v['a'], 5) | |
379 | ip.magic_px('a=10') |
|
379 | ip.magic_px('a=10') | |
380 | self.assertEquals(v['a'], 10) |
|
380 | self.assertEquals(v['a'], 10) | |
381 | sio = StringIO() |
|
381 | sio = StringIO() | |
382 | savestdout = sys.stdout |
|
382 | savestdout = sys.stdout | |
383 | sys.stdout = sio |
|
383 | sys.stdout = sio | |
384 | # just 'print a' worst ~99% of the time, but this ensures that |
|
384 | # just 'print a' worst ~99% of the time, but this ensures that | |
385 | # the stdout message has arrived when the result is finished: |
|
385 | # the stdout message has arrived when the result is finished: | |
386 | ip.magic_px('import sys,time;print (a); sys.stdout.flush();time.sleep(0.2)') |
|
386 | ip.magic_px('import sys,time;print (a); sys.stdout.flush();time.sleep(0.2)') | |
387 | sys.stdout = savestdout |
|
387 | sys.stdout = savestdout | |
388 | buf = sio.getvalue() |
|
388 | buf = sio.getvalue() | |
389 | self.assertTrue('[stdout:' in buf, buf) |
|
389 | self.assertTrue('[stdout:' in buf, buf) | |
390 | self.assertTrue(buf.rstrip().endswith('10')) |
|
390 | self.assertTrue(buf.rstrip().endswith('10')) | |
391 | self.assertRaisesRemote(ZeroDivisionError, ip.magic_px, '1/0') |
|
391 | self.assertRaisesRemote(ZeroDivisionError, ip.magic_px, '1/0') | |
392 |
|
392 | |||
393 | def test_magic_px_nonblocking(self): |
|
393 | def test_magic_px_nonblocking(self): | |
394 | ip = get_ipython() |
|
394 | ip = get_ipython() | |
395 | v = self.client[-1] |
|
395 | v = self.client[-1] | |
396 | v.activate() |
|
396 | v.activate() | |
397 | v.block=False |
|
397 | v.block=False | |
398 |
|
398 | |||
399 | ip.magic_px('a=5') |
|
399 | ip.magic_px('a=5') | |
400 | self.assertEquals(v['a'], 5) |
|
400 | self.assertEquals(v['a'], 5) | |
401 | ip.magic_px('a=10') |
|
401 | ip.magic_px('a=10') | |
402 | self.assertEquals(v['a'], 10) |
|
402 | self.assertEquals(v['a'], 10) | |
403 | sio = StringIO() |
|
403 | sio = StringIO() | |
404 | savestdout = sys.stdout |
|
404 | savestdout = sys.stdout | |
405 | sys.stdout = sio |
|
405 | sys.stdout = sio | |
406 | ip.magic_px('print a') |
|
406 | ip.magic_px('print a') | |
407 | sys.stdout = savestdout |
|
407 | sys.stdout = savestdout | |
408 | buf = sio.getvalue() |
|
408 | buf = sio.getvalue() | |
409 | self.assertFalse('[stdout:%i]'%v.targets in buf) |
|
409 | self.assertFalse('[stdout:%i]'%v.targets in buf) | |
410 | ip.magic_px('1/0') |
|
410 | ip.magic_px('1/0') | |
411 | ar = v.get_result(-1) |
|
411 | ar = v.get_result(-1) | |
412 | self.assertRaisesRemote(ZeroDivisionError, ar.get) |
|
412 | self.assertRaisesRemote(ZeroDivisionError, ar.get) | |
413 |
|
413 | |||
414 | def test_magic_autopx_blocking(self): |
|
414 | def test_magic_autopx_blocking(self): | |
415 | ip = get_ipython() |
|
415 | ip = get_ipython() | |
416 | v = self.client[-1] |
|
416 | v = self.client[-1] | |
417 | v.activate() |
|
417 | v.activate() | |
418 | v.block=True |
|
418 | v.block=True | |
419 |
|
419 | |||
420 | sio = StringIO() |
|
420 | sio = StringIO() | |
421 | savestdout = sys.stdout |
|
421 | savestdout = sys.stdout | |
422 | sys.stdout = sio |
|
422 | sys.stdout = sio | |
423 | ip.magic_autopx() |
|
423 | ip.magic_autopx() | |
424 | ip.run_cell('\n'.join(('a=5','b=10','c=0'))) |
|
424 | ip.run_cell('\n'.join(('a=5','b=10','c=0'))) | |
425 | ip.run_cell('b*=2') |
|
425 | ip.run_cell('b*=2') | |
426 | ip.run_cell('print (b)') |
|
426 | ip.run_cell('print (b)') | |
427 | ip.run_cell("b/c") |
|
427 | ip.run_cell("b/c") | |
428 | ip.magic_autopx() |
|
428 | ip.magic_autopx() | |
429 | sys.stdout = savestdout |
|
429 | sys.stdout = savestdout | |
430 | output = sio.getvalue().strip() |
|
430 | output = sio.getvalue().strip() | |
431 | self.assertTrue(output.startswith('%autopx enabled')) |
|
431 | self.assertTrue(output.startswith('%autopx enabled')) | |
432 | self.assertTrue(output.endswith('%autopx disabled')) |
|
432 | self.assertTrue(output.endswith('%autopx disabled')) | |
433 | self.assertTrue('RemoteError: ZeroDivisionError' in output) |
|
433 | self.assertTrue('RemoteError: ZeroDivisionError' in output) | |
434 | ar = v.get_result(-1) |
|
434 | ar = v.get_result(-1) | |
435 | self.assertEquals(v['a'], 5) |
|
435 | self.assertEquals(v['a'], 5) | |
436 | self.assertEquals(v['b'], 20) |
|
436 | self.assertEquals(v['b'], 20) | |
437 | self.assertRaisesRemote(ZeroDivisionError, ar.get) |
|
437 | self.assertRaisesRemote(ZeroDivisionError, ar.get) | |
438 |
|
438 | |||
439 | def test_magic_autopx_nonblocking(self): |
|
439 | def test_magic_autopx_nonblocking(self): | |
440 | ip = get_ipython() |
|
440 | ip = get_ipython() | |
441 | v = self.client[-1] |
|
441 | v = self.client[-1] | |
442 | v.activate() |
|
442 | v.activate() | |
443 | v.block=False |
|
443 | v.block=False | |
444 |
|
444 | |||
445 | sio = StringIO() |
|
445 | sio = StringIO() | |
446 | savestdout = sys.stdout |
|
446 | savestdout = sys.stdout | |
447 | sys.stdout = sio |
|
447 | sys.stdout = sio | |
448 | ip.magic_autopx() |
|
448 | ip.magic_autopx() | |
449 | ip.run_cell('\n'.join(('a=5','b=10','c=0'))) |
|
449 | ip.run_cell('\n'.join(('a=5','b=10','c=0'))) | |
450 | ip.run_cell('print (b)') |
|
450 | ip.run_cell('print (b)') | |
451 | ip.run_cell('import time; time.sleep(0.1)') |
|
451 | ip.run_cell('import time; time.sleep(0.1)') | |
452 | ip.run_cell("b/c") |
|
452 | ip.run_cell("b/c") | |
453 | ip.run_cell('b*=2') |
|
453 | ip.run_cell('b*=2') | |
454 | ip.magic_autopx() |
|
454 | ip.magic_autopx() | |
455 | sys.stdout = savestdout |
|
455 | sys.stdout = savestdout | |
456 | output = sio.getvalue().strip() |
|
456 | output = sio.getvalue().strip() | |
457 | self.assertTrue(output.startswith('%autopx enabled')) |
|
457 | self.assertTrue(output.startswith('%autopx enabled')) | |
458 | self.assertTrue(output.endswith('%autopx disabled')) |
|
458 | self.assertTrue(output.endswith('%autopx disabled')) | |
459 | self.assertFalse('ZeroDivisionError' in output) |
|
459 | self.assertFalse('ZeroDivisionError' in output) | |
460 | ar = v.get_result(-2) |
|
460 | ar = v.get_result(-2) | |
461 | self.assertRaisesRemote(ZeroDivisionError, ar.get) |
|
461 | self.assertRaisesRemote(ZeroDivisionError, ar.get) | |
462 | # prevent TaskAborted on pulls, due to ZeroDivisionError |
|
462 | # prevent TaskAborted on pulls, due to ZeroDivisionError | |
463 | time.sleep(0.5) |
|
463 | time.sleep(0.5) | |
464 | self.assertEquals(v['a'], 5) |
|
464 | self.assertEquals(v['a'], 5) | |
465 | # b*=2 will not fire, due to abort |
|
465 | # b*=2 will not fire, due to abort | |
466 | self.assertEquals(v['b'], 10) |
|
466 | self.assertEquals(v['b'], 10) | |
467 |
|
467 | |||
468 | def test_magic_result(self): |
|
468 | def test_magic_result(self): | |
469 | ip = get_ipython() |
|
469 | ip = get_ipython() | |
470 | v = self.client[-1] |
|
470 | v = self.client[-1] | |
471 | v.activate() |
|
471 | v.activate() | |
472 | v['a'] = 111 |
|
472 | v['a'] = 111 | |
473 | ra = v['a'] |
|
473 | ra = v['a'] | |
474 |
|
474 | |||
475 | ar = ip.magic_result() |
|
475 | ar = ip.magic_result() | |
476 | self.assertEquals(ar.msg_ids, [v.history[-1]]) |
|
476 | self.assertEquals(ar.msg_ids, [v.history[-1]]) | |
477 | self.assertEquals(ar.get(), 111) |
|
477 | self.assertEquals(ar.get(), 111) | |
478 | ar = ip.magic_result('-2') |
|
478 | ar = ip.magic_result('-2') | |
479 | self.assertEquals(ar.msg_ids, [v.history[-2]]) |
|
479 | self.assertEquals(ar.msg_ids, [v.history[-2]]) | |
480 |
|
480 | |||
481 | def test_unicode_execute(self): |
|
481 | def test_unicode_execute(self): | |
482 | """test executing unicode strings""" |
|
482 | """test executing unicode strings""" | |
483 | v = self.client[-1] |
|
483 | v = self.client[-1] | |
484 | v.block=True |
|
484 | v.block=True | |
485 | if sys.version_info[0] >= 3: |
|
485 | if sys.version_info[0] >= 3: | |
486 | code="a='é'" |
|
486 | code="a='é'" | |
487 | else: |
|
487 | else: | |
488 | code=u"a=u'é'" |
|
488 | code=u"a=u'é'" | |
489 | v.execute(code) |
|
489 | v.execute(code) | |
490 | self.assertEquals(v['a'], u'é') |
|
490 | self.assertEquals(v['a'], u'é') | |
491 |
|
491 | |||
492 | def test_unicode_apply_result(self): |
|
492 | def test_unicode_apply_result(self): | |
493 | """test unicode apply results""" |
|
493 | """test unicode apply results""" | |
494 | v = self.client[-1] |
|
494 | v = self.client[-1] | |
495 | r = v.apply_sync(lambda : u'é') |
|
495 | r = v.apply_sync(lambda : u'é') | |
496 | self.assertEquals(r, u'é') |
|
496 | self.assertEquals(r, u'é') | |
497 |
|
497 | |||
498 | def test_unicode_apply_arg(self): |
|
498 | def test_unicode_apply_arg(self): | |
499 | """test passing unicode arguments to apply""" |
|
499 | """test passing unicode arguments to apply""" | |
500 | v = self.client[-1] |
|
500 | v = self.client[-1] | |
501 |
|
501 | |||
502 | @interactive |
|
502 | @interactive | |
503 | def check_unicode(a, check): |
|
503 | def check_unicode(a, check): | |
504 | assert isinstance(a, unicode), "%r is not unicode"%a |
|
504 | assert isinstance(a, unicode), "%r is not unicode"%a | |
505 | assert isinstance(check, bytes), "%r is not bytes"%check |
|
505 | assert isinstance(check, bytes), "%r is not bytes"%check | |
506 | assert a.encode('utf8') == check, "%s != %s"%(a,check) |
|
506 | assert a.encode('utf8') == check, "%s != %s"%(a,check) | |
507 |
|
507 | |||
508 | for s in [ u'é', u'ßø®∫',u'asdf' ]: |
|
508 | for s in [ u'é', u'ßø®∫',u'asdf' ]: | |
509 | try: |
|
509 | try: | |
510 | v.apply_sync(check_unicode, s, s.encode('utf8')) |
|
510 | v.apply_sync(check_unicode, s, s.encode('utf8')) | |
511 | except error.RemoteError as e: |
|
511 | except error.RemoteError as e: | |
512 | if e.ename == 'AssertionError': |
|
512 | if e.ename == 'AssertionError': | |
513 | self.fail(e.evalue) |
|
513 | self.fail(e.evalue) | |
514 | else: |
|
514 | else: | |
515 | raise e |
|
515 | raise e | |
516 |
|
516 | |||
517 | def test_map_reference(self): |
|
517 | def test_map_reference(self): | |
518 | """view.map(<Reference>, *seqs) should work""" |
|
518 | """view.map(<Reference>, *seqs) should work""" | |
519 | v = self.client[:] |
|
519 | v = self.client[:] | |
520 | v.scatter('n', self.client.ids, flatten=True) |
|
520 | v.scatter('n', self.client.ids, flatten=True) | |
521 | v.execute("f = lambda x,y: x*y") |
|
521 | v.execute("f = lambda x,y: x*y") | |
522 | rf = pmod.Reference('f') |
|
522 | rf = pmod.Reference('f') | |
523 | nlist = list(range(10)) |
|
523 | nlist = list(range(10)) | |
524 | mlist = nlist[::-1] |
|
524 | mlist = nlist[::-1] | |
525 | expected = [ m*n for m,n in zip(mlist, nlist) ] |
|
525 | expected = [ m*n for m,n in zip(mlist, nlist) ] | |
526 | result = v.map_sync(rf, mlist, nlist) |
|
526 | result = v.map_sync(rf, mlist, nlist) | |
527 | self.assertEquals(result, expected) |
|
527 | self.assertEquals(result, expected) | |
528 |
|
528 | |||
529 | def test_apply_reference(self): |
|
529 | def test_apply_reference(self): | |
530 | """view.apply(<Reference>, *args) should work""" |
|
530 | """view.apply(<Reference>, *args) should work""" | |
531 | v = self.client[:] |
|
531 | v = self.client[:] | |
532 | v.scatter('n', self.client.ids, flatten=True) |
|
532 | v.scatter('n', self.client.ids, flatten=True) | |
533 | v.execute("f = lambda x: n*x") |
|
533 | v.execute("f = lambda x: n*x") | |
534 | rf = pmod.Reference('f') |
|
534 | rf = pmod.Reference('f') | |
535 | result = v.apply_sync(rf, 5) |
|
535 | result = v.apply_sync(rf, 5) | |
536 | expected = [ 5*id for id in self.client.ids ] |
|
536 | expected = [ 5*id for id in self.client.ids ] | |
537 | self.assertEquals(result, expected) |
|
537 | self.assertEquals(result, expected) | |
538 |
|
538 | |||
539 | def test_eval_reference(self): |
|
539 | def test_eval_reference(self): | |
540 | v = self.client[self.client.ids[0]] |
|
540 | v = self.client[self.client.ids[0]] | |
541 | v['g'] = range(5) |
|
541 | v['g'] = range(5) | |
542 | rg = pmod.Reference('g[0]') |
|
542 | rg = pmod.Reference('g[0]') | |
543 | echo = lambda x:x |
|
543 | echo = lambda x:x | |
544 | self.assertEquals(v.apply_sync(echo, rg), 0) |
|
544 | self.assertEquals(v.apply_sync(echo, rg), 0) | |
545 |
|
545 | |||
546 | def test_reference_nameerror(self): |
|
546 | def test_reference_nameerror(self): | |
547 | v = self.client[self.client.ids[0]] |
|
547 | v = self.client[self.client.ids[0]] | |
548 | r = pmod.Reference('elvis_has_left') |
|
548 | r = pmod.Reference('elvis_has_left') | |
549 | echo = lambda x:x |
|
549 | echo = lambda x:x | |
550 | self.assertRaisesRemote(NameError, v.apply_sync, echo, r) |
|
550 | self.assertRaisesRemote(NameError, v.apply_sync, echo, r) | |
551 |
|
551 | |||
552 | def test_single_engine_map(self): |
|
552 | def test_single_engine_map(self): | |
553 | e0 = self.client[self.client.ids[0]] |
|
553 | e0 = self.client[self.client.ids[0]] | |
554 | r = range(5) |
|
554 | r = range(5) | |
555 | check = [ -1*i for i in r ] |
|
555 | check = [ -1*i for i in r ] | |
556 | result = e0.map_sync(lambda x: -1*x, r) |
|
556 | result = e0.map_sync(lambda x: -1*x, r) | |
557 | self.assertEquals(result, check) |
|
557 | self.assertEquals(result, check) | |
558 |
|
558 | |||
559 | def test_len(self): |
|
559 | def test_len(self): | |
560 | """len(view) makes sense""" |
|
560 | """len(view) makes sense""" | |
561 | e0 = self.client[self.client.ids[0]] |
|
561 | e0 = self.client[self.client.ids[0]] | |
562 | yield self.assertEquals(len(e0), 1) |
|
562 | yield self.assertEquals(len(e0), 1) | |
563 | v = self.client[:] |
|
563 | v = self.client[:] | |
564 | yield self.assertEquals(len(v), len(self.client.ids)) |
|
564 | yield self.assertEquals(len(v), len(self.client.ids)) | |
565 | v = self.client.direct_view('all') |
|
565 | v = self.client.direct_view('all') | |
566 | yield self.assertEquals(len(v), len(self.client.ids)) |
|
566 | yield self.assertEquals(len(v), len(self.client.ids)) | |
567 | v = self.client[:2] |
|
567 | v = self.client[:2] | |
568 | yield self.assertEquals(len(v), 2) |
|
568 | yield self.assertEquals(len(v), 2) | |
569 | v = self.client[:1] |
|
569 | v = self.client[:1] | |
570 | yield self.assertEquals(len(v), 1) |
|
570 | yield self.assertEquals(len(v), 1) | |
571 | v = self.client.load_balanced_view() |
|
571 | v = self.client.load_balanced_view() | |
572 | yield self.assertEquals(len(v), len(self.client.ids)) |
|
572 | yield self.assertEquals(len(v), len(self.client.ids)) | |
573 | # parametric tests seem to require manual closing? |
|
573 | # parametric tests seem to require manual closing? | |
574 | self.client.close() |
|
574 | self.client.close() | |
575 |
|
575 | |||
576 |
|
576 | |||
577 | # begin execute tests |
|
577 | # begin execute tests | |
578 | def _wait_for(self, f, timeout=10): |
|
578 | def _wait_for(self, f, timeout=10): | |
579 | tic = time.time() |
|
579 | tic = time.time() | |
580 | while time.time() <= tic + timeout: |
|
580 | while time.time() <= tic + timeout: | |
581 | if f(): |
|
581 | if f(): | |
582 | return |
|
582 | return | |
583 | time.sleep(0.1) |
|
583 | time.sleep(0.1) | |
584 | self.client.spin() |
|
584 | self.client.spin() | |
585 | if not f(): |
|
585 | if not f(): | |
586 | print "Warning: Awaited condition never arrived" |
|
586 | print "Warning: Awaited condition never arrived" | |
587 |
|
587 | |||
588 |
|
588 | |||
589 | def test_execute_reply(self): |
|
589 | def test_execute_reply(self): | |
590 | e0 = self.client[self.client.ids[0]] |
|
590 | e0 = self.client[self.client.ids[0]] | |
591 | e0.block = True |
|
591 | e0.block = True | |
592 | ar = e0.execute("5", silent=False) |
|
592 | ar = e0.execute("5", silent=False) | |
593 | er = ar.get() |
|
593 | er = ar.get() | |
594 | self._wait_for(lambda : bool(er.pyout)) |
|
594 | self._wait_for(lambda : bool(er.pyout)) | |
595 | self.assertEquals(str(er), "<ExecuteReply[%i]: 5>" % er.execution_count) |
|
595 | self.assertEquals(str(er), "<ExecuteReply[%i]: 5>" % er.execution_count) | |
596 | self.assertEquals(er.pyout['text/plain'], '5') |
|
596 | self.assertEquals(er.pyout['data']['text/plain'], '5') | |
597 |
|
597 | |||
598 | def test_execute_reply_stdout(self): |
|
598 | def test_execute_reply_stdout(self): | |
599 | e0 = self.client[self.client.ids[0]] |
|
599 | e0 = self.client[self.client.ids[0]] | |
600 | e0.block = True |
|
600 | e0.block = True | |
601 | ar = e0.execute("print (5)", silent=False) |
|
601 | ar = e0.execute("print (5)", silent=False) | |
602 | er = ar.get() |
|
602 | er = ar.get() | |
603 | self._wait_for(lambda : bool(er.stdout)) |
|
603 | self._wait_for(lambda : bool(er.stdout)) | |
604 | self.assertEquals(er.stdout.strip(), '5') |
|
604 | self.assertEquals(er.stdout.strip(), '5') | |
605 |
|
605 | |||
606 | def test_execute_pyout(self): |
|
606 | def test_execute_pyout(self): | |
607 | """execute triggers pyout with silent=False""" |
|
607 | """execute triggers pyout with silent=False""" | |
608 | view = self.client[:] |
|
608 | view = self.client[:] | |
609 | ar = view.execute("5", silent=False, block=True) |
|
609 | ar = view.execute("5", silent=False, block=True) | |
610 | self._wait_for(lambda : all(ar.pyout)) |
|
610 | self._wait_for(lambda : all(ar.pyout)) | |
611 |
|
611 | |||
612 | expected = [{'text/plain' : '5'}] * len(view) |
|
612 | expected = [{'text/plain' : '5'}] * len(view) | |
613 | self.assertEquals(ar.pyout, expected) |
|
613 | mimes = [ out['data'] for out in ar.pyout ] | |
|
614 | self.assertEquals(mimes, expected) | |||
614 |
|
615 | |||
615 | def test_execute_silent(self): |
|
616 | def test_execute_silent(self): | |
616 | """execute does not trigger pyout with silent=True""" |
|
617 | """execute does not trigger pyout with silent=True""" | |
617 | view = self.client[:] |
|
618 | view = self.client[:] | |
618 | ar = view.execute("5", block=True) |
|
619 | ar = view.execute("5", block=True) | |
619 | expected = [None] * len(view) |
|
620 | expected = [None] * len(view) | |
620 | self.assertEquals(ar.pyout, expected) |
|
621 | self.assertEquals(ar.pyout, expected) | |
621 |
|
622 | |||
622 | def test_execute_magic(self): |
|
623 | def test_execute_magic(self): | |
623 | """execute accepts IPython commands""" |
|
624 | """execute accepts IPython commands""" | |
624 | view = self.client[:] |
|
625 | view = self.client[:] | |
625 | view.execute("a = 5") |
|
626 | view.execute("a = 5") | |
626 | ar = view.execute("%whos", block=True) |
|
627 | ar = view.execute("%whos", block=True) | |
627 | # this will raise, if that failed |
|
628 | # this will raise, if that failed | |
628 | ar.get(5) |
|
629 | ar.get(5) | |
629 | self._wait_for(lambda : all(ar.stdout)) |
|
630 | self._wait_for(lambda : all(ar.stdout)) | |
630 | for stdout in ar.stdout: |
|
631 | for stdout in ar.stdout: | |
631 | lines = stdout.splitlines() |
|
632 | lines = stdout.splitlines() | |
632 | self.assertEquals(lines[0].split(), ['Variable', 'Type', 'Data/Info']) |
|
633 | self.assertEquals(lines[0].split(), ['Variable', 'Type', 'Data/Info']) | |
633 | found = False |
|
634 | found = False | |
634 | for line in lines[2:]: |
|
635 | for line in lines[2:]: | |
635 | split = line.split() |
|
636 | split = line.split() | |
636 | if split == ['a', 'int', '5']: |
|
637 | if split == ['a', 'int', '5']: | |
637 | found = True |
|
638 | found = True | |
638 | break |
|
639 | break | |
639 | self.assertTrue(found, "whos output wrong: %s" % stdout) |
|
640 | self.assertTrue(found, "whos output wrong: %s" % stdout) | |
640 |
|
641 | |||
641 | def test_execute_displaypub(self): |
|
642 | def test_execute_displaypub(self): | |
642 | """execute tracks display_pub output""" |
|
643 | """execute tracks display_pub output""" | |
643 | view = self.client[:] |
|
644 | view = self.client[:] | |
644 | view.execute("from IPython.core.display import *") |
|
645 | view.execute("from IPython.core.display import *") | |
645 | ar = view.execute("[ display(i) for i in range(5) ]", block=True) |
|
646 | ar = view.execute("[ display(i) for i in range(5) ]", block=True) | |
646 |
|
647 | |||
647 | self._wait_for(lambda : all(len(er.outputs) >= 5 for er in ar)) |
|
648 | self._wait_for(lambda : all(len(er.outputs) >= 5 for er in ar)) | |
648 |
|
|
649 | expected = [ {u'text/plain' : unicode(j)} for j in range(5) ] | |
649 | expected = [outs] * len(view) |
|
650 | for outputs in ar.outputs: | |
650 | self.assertEquals(ar.outputs, expected) |
|
651 | mimes = [ out['data'] for out in outputs ] | |
|
652 | self.assertEquals(mimes, expected) | |||
651 |
|
653 | |||
652 | def test_apply_displaypub(self): |
|
654 | def test_apply_displaypub(self): | |
653 | """apply tracks display_pub output""" |
|
655 | """apply tracks display_pub output""" | |
654 | view = self.client[:] |
|
656 | view = self.client[:] | |
655 | view.execute("from IPython.core.display import *") |
|
657 | view.execute("from IPython.core.display import *") | |
656 |
|
658 | |||
657 | @interactive |
|
659 | @interactive | |
658 | def publish(): |
|
660 | def publish(): | |
659 | [ display(i) for i in range(5) ] |
|
661 | [ display(i) for i in range(5) ] | |
660 |
|
662 | |||
661 | ar = view.apply_async(publish) |
|
663 | ar = view.apply_async(publish) | |
662 | ar.get(5) |
|
664 | ar.get(5) | |
663 | self._wait_for(lambda : all(len(out) >= 5 for out in ar.outputs)) |
|
665 | self._wait_for(lambda : all(len(out) >= 5 for out in ar.outputs)) | |
664 |
|
|
666 | expected = [ {u'text/plain' : unicode(j)} for j in range(5) ] | |
665 | expected = [outs] * len(view) |
|
667 | for outputs in ar.outputs: | |
666 | self.assertEquals(ar.outputs, expected) |
|
668 | mimes = [ out['data'] for out in outputs ] | |
|
669 | self.assertEquals(mimes, expected) | |||
667 |
|
670 | |||
668 | def test_execute_raises(self): |
|
671 | def test_execute_raises(self): | |
669 | """exceptions in execute requests raise appropriately""" |
|
672 | """exceptions in execute requests raise appropriately""" | |
670 | view = self.client[-1] |
|
673 | view = self.client[-1] | |
671 | ar = view.execute("1/0") |
|
674 | ar = view.execute("1/0") | |
672 | self.assertRaisesRemote(ZeroDivisionError, ar.get, 2) |
|
675 | self.assertRaisesRemote(ZeroDivisionError, ar.get, 2) | |
673 |
|
676 | |||
674 | @dec.skipif_not_matplotlib |
|
677 | @dec.skipif_not_matplotlib | |
675 |
def test_ |
|
678 | def test_magic_pylab(self): | |
676 | """%pylab works on engines""" |
|
679 | """%pylab works on engines""" | |
677 | view = self.client[-1] |
|
680 | view = self.client[-1] | |
678 | ar = view.execute("%pylab inline") |
|
681 | ar = view.execute("%pylab inline") | |
679 | # at least check if this raised: |
|
682 | # at least check if this raised: | |
680 | reply = ar.get(5) |
|
683 | reply = ar.get(5) | |
681 | # include imports, in case user config |
|
684 | # include imports, in case user config | |
682 | ar = view.execute("plot(rand(100))", silent=False) |
|
685 | ar = view.execute("plot(rand(100))", silent=False) | |
683 | reply = ar.get(5) |
|
686 | reply = ar.get(5) | |
684 | self._wait_for(lambda : all(ar.outputs)) |
|
687 | self._wait_for(lambda : all(ar.outputs)) | |
685 | self.assertEquals(len(reply.outputs), 1) |
|
688 | self.assertEquals(len(reply.outputs), 1) | |
686 | output = reply.outputs[0] |
|
689 | output = reply.outputs[0] | |
687 |
self.assertTrue(" |
|
690 | self.assertTrue("data" in output) | |
|
691 | data = output['data'] | |||
|
692 | self.assertTrue("image/png" in data) | |||
688 |
|
693 | |||
689 |
|
694 |
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