annotate wsgraph/model.py @ 46:2d57cda87036

start noting useful graph DBs
author Jeff Hammel <jhammel@mozilla.com>
date Tue, 16 Apr 2013 01:03:19 -0700
parents d1e9602145fa
children
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1
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2 import sys
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3 from abc import abstractmethod
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4 from copy import deepcopy
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5 from utils import isiterable
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6
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7 class Graph(object):
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8 """
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9 abstract base class for WSGraph model of a graph
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10
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11 WSGraph is interacted with by implementing
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12 wsgraph.model.Graph object for a desired interface
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13 """
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15 @abstractmethod
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16 def node(self, name, value=None):
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17 """
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18 get or set a node
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20 When setting a node, a value of `None` will pop the value from
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21 the nodal values
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22 """
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23 # TODO: values should not be **kwargs as you could conceivably want
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24 # to set a node or edge to an empty dict
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25 # Instead, should be (self, name, values=None)
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26
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27 @abstractmethod
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28 def nodes(self):
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29 """returns a list of all nodes"""
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30
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31 @abstractmethod
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32 def edge(self, node1, node2, value=None):
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33 """
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34 get or set edge from node1 to node2
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35 """
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36
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37 @abstractmethod
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38 def edges(self):
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39 """returns a list of all edges"""
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40
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41 @abstractmethod
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42 def delete(self, node1, node2=None):
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43 """
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44 delete a node or edge if node2 is given
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45 If a node is deleted, all edges to it should be deleted
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46 """
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47
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48 def __call__(self):
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49 """
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50 returns JSGN format of graph:
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51 {'nodes': {'node1': {},
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52 'node2': {}, ...},
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53 'edges': {'node1': {'node2': {},
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54 'node3': {}, ...},
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55 'node2': {'node1': {}, ...}}
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56 }
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57 """
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58 retval = {'nodes': {}, 'edges': {}}
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59 for node in self.nodes():
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60 retval['nodes'][node] = self.node(node)
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61 for node1, node2 in self.edges():
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62 retval['edges'].setdefault(node1, {})[node2] = self.edge(node1, node2)
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63 return retval
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64
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65 def __getitem__(self, key):
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66 """
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67 if key is a basestring, return the node of that name;
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68 if key is a 2-tuple/list, return the edge of that name
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69 """
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70
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71 if isinstance(key, basestring) or (not isiterable(key)):
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72 return self.node(key)
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73 else:
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74 return self.edge(*key)
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75
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76 def __setitem__(self, key, value):
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77 if isinstance(key, basestring) or (not isiterable(key)):
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78 self.node(key, value)
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79 else:
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80 key1, key2 = key
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81 self.edge(key1, key2, value)
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82
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83 def __delitem__(self, key):
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84 if isinstance(key, basestring) or (not isiterable(key)):
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85 self.delete(key)
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86 else:
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87 key1, key2 = key
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88 self.delete(key1, key2)
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89
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90 def __contains__(self, key):
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91 """
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92 if key is ..., returns if that node is in the graph
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93 if key is a 2-tuple/list, returns if the edge is in the graph
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94 """
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95 # XXX not necessarily the best implementation!
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96 if isinstance(key, basestring) or (not isiterable(key)):
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97 return key in self.nodes()
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98 else:
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99 return tuple(key) in self.edges()
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100
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101
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102 class DirectedGraph(Graph):
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103 """mix-in class for directed graphs"""
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104 # TODO: is this possible without super or other black magicks?
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105
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106
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107 class MemoryCache(Graph): # TODO -> MemoryCacheGraph
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108 """volatile in-memory representation of a graph"""
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109
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110 # TODO: a subclass that pegs the type(s?) to something specific
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111
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112 def __init__(self, node_type=dict):
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113 self._edges = {}
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114 self._nodes = {}
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115 self.node_type = node_type
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116
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117 def node(self, name, value=None):
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118 if value is not None:
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119 # setter
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120 self._nodes[name] = deepcopy(value)
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121 else:
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122 # getter
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123 # TODO: deepcopy
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124 return deepcopy(self._nodes.get(name, None))
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125
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126 def nodes(self):
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127 return self._nodes.keys()
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128
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129 def edge(self, node1, node2, value=None):
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130 if value is not None:
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131 # setter
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132 self._edges[(node1, node2)] = deepcopy(value)
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133 for node in node1, node2:
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134 self._nodes.setdefault(node, self.node_type())
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135 else:
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136 # getter
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137 # TODO: deepcopy
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138 return deepcopy(self._edges.get((node1, node2), None))
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139
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140 def edges(self):
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141 return self._edges.keys()
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142
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143 def delete(self, node1, node2=None):
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144 if node2 is not None:
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145 # delete an edge
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146 key = node1, node2
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147 del self._edges[key]
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148 return
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149
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150 # delete a node
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151 # TODO: if a node is deleted, all edges to it should be deleted
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152 del self._nodes[node1]
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153
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154
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155 class FileCache(MemoryCache):
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156 """on-disk JSON file cache"""
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157
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158 def __init__(self, filename):
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159 self.filename = filename
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160 raise NotImplementedError
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161
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162 # TODO: CLI entry point to convert from one model to another
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163 # def main(args=sys.argv[1:]):