annotate service/reasoning/inputgraph.py @ 351:7716b1810d6c

reasoning & collector move into docker images Ignore-this: 67e97d307eba96791cbe77e57c57ad57
author drewp@bigasterisk.com
date Mon, 03 Sep 2018 00:45:34 -0700
parents c51075f267bc
children 79d041273e26
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1 import logging, time, sys
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2
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3 from rdflib import Graph, ConjunctiveGraph
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4 from rdflib import Namespace, URIRef, Literal, RDF, RDFS
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5 from rdflib.parser import StringInputSource
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6
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7 from twisted.python.filepath import FilePath
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8 from twisted.internet.defer import inlineCallbacks, gatherResults
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9
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10 from rdflibtrig import addTrig
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11 from graphop import graphEqual
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12
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13 from patchsource import ReconnectingPatchSource
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14
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15 sys.path.append("/my/proj/rdfdb")
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16 from rdfdb.rdflibpatch import patchQuads
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17
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18 log = logging.getLogger('fetch')
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19
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20 ROOM = Namespace("http://projects.bigasterisk.com/room/")
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21 DEV = Namespace("http://projects.bigasterisk.com/device/")
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22
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23
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24 def parseRdf(text, contentType):
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25 g = Graph()
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26 g.parse(StringInputSource(text), format={
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27 'text/n3': 'n3',
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28 }[contentType])
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29 return g
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30
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31
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32 class RemoteData(object):
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33 def __init__(self, onChange):
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34 self.onChange = onChange
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35 self.graph = ConjunctiveGraph()
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36 self.patchSource = ReconnectingPatchSource(URIRef('http://bang:9072/graph/home'), self.onPatch)
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37
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38 def onPatch(self, p, fullGraph):
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39 if fullGraph:
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40 self.graph = ConjunctiveGraph()
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41 patchQuads(self.graph,
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42 deleteQuads=p.delQuads,
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43 addQuads=p.addQuads,
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44 perfect=True)
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45
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46 ignorePredicates = [
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47 ROOM['signalStrength'],
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48 # perhaps anything with a number-datatype for its
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49 # object should be filtered out, and you have to make
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50 # an upstream quantization (e.g. 'temp high'/'temp
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51 # low') if you want to do reasoning on the difference
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52 URIRef("http://bigasterisk.com/map#lastSeenAgoSec"),
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53 URIRef("http://bigasterisk.com/map#lastSeenAgo"),
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54 ROOM['usingPower'],
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55 ROOM['idleTimeMinutes'],
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56 ROOM['idleTimeMs'],
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57 ROOM['graphLoadMs'],
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58 ROOM['localTimeToSecond'],
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59 ROOM['history'],
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60 ROOM['temperatureF'],
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61 ROOM['connectedAgo'],
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62 RDFS['comment'],
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63 ]
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64 ignoreContexts = [
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65 URIRef('http://bigasterisk.com/sse_collector/'),
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66 ]
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67 for affected in p.addQuads + p.delQuads:
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68 if (affected[1] not in ignorePredicates and
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69 affected[3] not in ignoreContexts):
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70 log.debug(" remote graph changed")
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71 self.onChange()
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72 break
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73 else:
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74 log.debug(" remote graph has no changes to trigger rules")
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75
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76 class InputGraph(object):
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77 def __init__(self, inputDirs, onChange):
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78 """
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79 this has one Graph that's made of:
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80 - all .n3 files from inputDirs (read at startup)
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81 - all the remote graphs, specified in the file graphs
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82
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83 call updateFileData or updateRemoteData to reread those
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84 graphs. getGraph to access the combined graph.
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85
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86 onChange(self) is called if the contents of the full graph
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87 change (in an interesting way) during updateFileData or
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88 updateRemoteData. Interesting means statements other than the
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89 ones with the predicates on the boring list. onChange(self,
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90 oneShot=True) means: don't store the result of this change
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91 anywhere; it needs to be processed only once
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92 """
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93 self.inputDirs = inputDirs
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94 self._onChange = onChange
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95 self._fileGraph = Graph()
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96 self._remoteData = RemoteData(lambda: self.onChangeLocal())
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97 self._combinedGraph = None
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98 self._oneShotAdditionGraph = None
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99
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100 def onChangeLocal(self, oneShot=False, oneShotGraph=None):
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101 self._combinedGraph = None
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102 self._onChange(self, oneShot=oneShot, oneShotGraph=oneShotGraph)
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103
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104 def updateFileData(self):
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105 """
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106 make sure we contain the correct data from the files in inputDirs
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107 """
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108 # this sample one is actually only needed for the output, but I don't
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109 # think I want to have a separate graph for the output
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110 # handling
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111 log.debug("read file graphs")
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112 for fp in FilePath("input").walk():
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113 if fp.isdir():
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114 continue
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115 if fp.splitext()[1] != '.n3':
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116 continue
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117 log.debug("read %s", fp)
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118 # todo: if this fails, leave the report in the graph
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119 self._fileGraph.parse(fp.open(), format="n3")
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120 self._combinedGraph = None
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121
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122 self.onChangeLocal()
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123
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124 def addOneShot(self, g):
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125 """
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126 add this graph to the total, call onChange, and then revert
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127 the addition of this graph
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128 """
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129 self._oneShotAdditionGraph = g
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130 self._combinedGraph = None
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131 try:
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132 self.onChangeLocal(oneShot=True, oneShotGraph=g)
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133 finally:
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134 self._oneShotAdditionGraph = None
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135 self._combinedGraph = None
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136
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137 def addOneShotFromString(self, body, contentType):
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138 g = parseRdf(body, contentType)
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139 if not len(g):
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140 log.warn("incoming oneshot graph had no statements: %r", body)
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141 return 0
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142 t1 = time.time()
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143 self.addOneShot(g)
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144 return time.time() - t1
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145
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146 def getGraph(self):
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147 """rdflib Graph with the file+remote contents of the input graph"""
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148 # this could be much faster with the combined readonly graph
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149 # view from rdflib
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150 if self._combinedGraph is None:
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151 self._combinedGraph = Graph()
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152 if self._fileGraph:
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153 for s in self._fileGraph:
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154 self._combinedGraph.add(s)
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155 for s in self._remoteData.graph:
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156 self._combinedGraph.add(s)
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157 if self._oneShotAdditionGraph:
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158 for s in self._oneShotAdditionGraph:
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159 self._combinedGraph.add(s)
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160
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161 return self._combinedGraph