|
1 | | -""" |
2 | | -Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. |
3 | | -SPDX-License-Identifier: Apache-2.0 |
4 | | -""" |
5 | | - |
6 | | -import json |
7 | | - |
8 | | -from networkx import MultiDiGraph |
9 | | -from networkx.readwrite import json_graph |
10 | | - |
11 | | -ERROR_EDGE_NOT_FOUND = ValueError("Edge was not found on network graph") |
12 | | -ERROR_INVALID_DATA = ValueError("Data must be a dict") |
13 | | - |
14 | | - |
15 | | -class Network: |
16 | | - """ |
17 | | - Network wraps a Networkx MultiDiGraph and provides some utilities |
18 | | - to add nodes and edges to the graph. For use each language meant to use it, |
19 | | - the Network class will be extended to ensure that we are adding the data needed to ensure that |
20 | | - we maintain the properties inside each node and edge appropriately. |
21 | | - """ |
22 | | - |
23 | | - def __init__(self, graph: MultiDiGraph = None): |
24 | | - if graph is None: |
25 | | - graph = MultiDiGraph() |
26 | | - self.graph = graph |
27 | | - |
28 | | - def add_node_property(self, node_id: str, key: str, value: str): |
29 | | - """ |
30 | | - updates the "properties" key on the given :param node_id. For instance, if key=foo, and value=bar, |
31 | | - then the given node would now be guaranteed to have the entry node['properties']['foo'] = bar |
32 | | - :param node_id: id of the node to update |
33 | | - :param key: the key to update under this nodes' properties dict |
34 | | - :param value: the value to set |
35 | | - """ |
36 | | - node = self.graph.nodes.get(node_id) |
37 | | - if node is None: |
38 | | - node = self.graph.add_node(node_id) |
39 | | - |
40 | | - if 'properties' not in node: |
41 | | - node['properties'] = {key: value} |
42 | | - else: |
43 | | - node['properties'][key] = value |
44 | | - |
45 | | - def add_node(self, node_id: str, data=None): |
46 | | - if data is None: |
47 | | - data = {} |
48 | | - self.graph.add_node(node_id, **data) |
49 | | - |
50 | | - def add_edge(self, from_id: str, to_id: str, edge_id: str, label: str, data: dict = None): |
51 | | - if data is None: |
52 | | - data = {} |
53 | | - |
54 | | - data['label'] = label |
55 | | - self.graph.add_edge(from_id, to_id, edge_id, **data) |
56 | | - |
57 | | - def add_node_data(self, node_id: str, data: dict): |
58 | | - """ |
59 | | - overrides the keys on a node with the data found in :param data |
60 | | - :param node_id: the id of the node to update |
61 | | - :param data: key-value dictionary to update node with |
62 | | - """ |
63 | | - |
64 | | - if type(data) is not dict: |
65 | | - raise ERROR_INVALID_DATA |
66 | | - |
67 | | - node = self.graph.nodes.get(node_id) |
68 | | - if node is None: |
69 | | - self.add_node(node_id, data) |
70 | | - return |
71 | | - |
72 | | - for key in data: |
73 | | - node[key] = data[key] |
74 | | - |
75 | | - def add_edge_data(self, from_id: str, to_id: str, edge_id, data: dict): |
76 | | - if not self.graph.has_edge(from_id, to_id, edge_id): |
77 | | - raise ERROR_EDGE_NOT_FOUND |
78 | | - |
79 | | - if type(data) is not dict: |
80 | | - raise ERROR_INVALID_DATA |
81 | | - |
82 | | - edge = self.graph.edges[from_id, to_id, edge_id] |
83 | | - for key in data: |
84 | | - edge[key] = data[key] |
85 | | - |
86 | | - def add_results(self, results): |
87 | | - """ |
88 | | - base method to be overridden by implementations to add results. |
89 | | - For SPARQL, these results are a dict with bindings, for Gremlin, they are paths |
90 | | - :param results: |
91 | | - :return: |
92 | | - """ |
93 | | - pass |
94 | | - |
95 | | - def to_json(self) -> dict: |
96 | | - try: |
97 | | - # NetworkX 2.6+ |
98 | | - graph_data = json_graph.node_link_data(self.graph, edges="links") |
99 | | - except TypeError: |
100 | | - # NetworkX < 2.6 |
101 | | - graph_data = json_graph.node_link_data(self.graph) |
102 | | - return {'graph': graph_data} |
103 | | - |
104 | | - |
105 | | -def network_to_json(network: Network) -> str: |
106 | | - return json.dumps(network.to_json()) |
107 | | - |
108 | | - |
109 | | -def network_from_json(raw) -> Network: |
110 | | - data = json.loads(raw) |
111 | | - network = Network() |
112 | | - if 'graph' in data: |
113 | | - network.graph = json_graph.node_link_graph(data['graph'], directed=True) |
114 | | - return network |
| 1 | +""" |
| 2 | +Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. |
| 3 | +SPDX-License-Identifier: Apache-2.0 |
| 4 | +""" |
| 5 | + |
| 6 | +import json |
| 7 | + |
| 8 | +from networkx import MultiDiGraph |
| 9 | +from networkx.readwrite import json_graph |
| 10 | + |
| 11 | +ERROR_EDGE_NOT_FOUND = ValueError("Edge was not found on network graph") |
| 12 | +ERROR_INVALID_DATA = ValueError("Data must be a dict") |
| 13 | + |
| 14 | + |
| 15 | +class Network: |
| 16 | + """ |
| 17 | + Network wraps a Networkx MultiDiGraph and provides some utilities |
| 18 | + to add nodes and edges to the graph. For use each language meant to use it, |
| 19 | + the Network class will be extended to ensure that we are adding the data needed to ensure that |
| 20 | + we maintain the properties inside each node and edge appropriately. |
| 21 | + """ |
| 22 | + |
| 23 | + def __init__(self, graph: MultiDiGraph = None): |
| 24 | + if graph is None: |
| 25 | + graph = MultiDiGraph() |
| 26 | + self.graph = graph |
| 27 | + |
| 28 | + def add_node_property(self, node_id: str, key: str, value: str): |
| 29 | + """ |
| 30 | + updates the "properties" key on the given :param node_id. For instance, if key=foo, and value=bar, |
| 31 | + then the given node would now be guaranteed to have the entry node['properties']['foo'] = bar |
| 32 | + :param node_id: id of the node to update |
| 33 | + :param key: the key to update under this nodes' properties dict |
| 34 | + :param value: the value to set |
| 35 | + """ |
| 36 | + node = self.graph.nodes.get(node_id) |
| 37 | + if node is None: |
| 38 | + node = self.graph.add_node(node_id) |
| 39 | + |
| 40 | + if 'properties' not in node: |
| 41 | + node['properties'] = {key: value} |
| 42 | + else: |
| 43 | + node['properties'][key] = value |
| 44 | + |
| 45 | + def add_node(self, node_id: str, data=None): |
| 46 | + if data is None: |
| 47 | + data = {} |
| 48 | + self.graph.add_node(node_id, **data) |
| 49 | + |
| 50 | + def add_edge(self, from_id: str, to_id: str, edge_id: str, label: str, data: dict = None): |
| 51 | + if data is None: |
| 52 | + data = {} |
| 53 | + |
| 54 | + data['label'] = label |
| 55 | + self.graph.add_edge(from_id, to_id, edge_id, **data) |
| 56 | + |
| 57 | + def add_node_data(self, node_id: str, data: dict): |
| 58 | + """ |
| 59 | + overrides the keys on a node with the data found in :param data |
| 60 | + :param node_id: the id of the node to update |
| 61 | + :param data: key-value dictionary to update node with |
| 62 | + """ |
| 63 | + |
| 64 | + if type(data) is not dict: |
| 65 | + raise ERROR_INVALID_DATA |
| 66 | + |
| 67 | + node = self.graph.nodes.get(node_id) |
| 68 | + if node is None: |
| 69 | + self.add_node(node_id, data) |
| 70 | + return |
| 71 | + |
| 72 | + for key in data: |
| 73 | + node[key] = data[key] |
| 74 | + |
| 75 | + def add_edge_data(self, from_id: str, to_id: str, edge_id, data: dict): |
| 76 | + if not self.graph.has_edge(from_id, to_id, edge_id): |
| 77 | + raise ERROR_EDGE_NOT_FOUND |
| 78 | + |
| 79 | + if type(data) is not dict: |
| 80 | + raise ERROR_INVALID_DATA |
| 81 | + |
| 82 | + edge = self.graph.edges[from_id, to_id, edge_id] |
| 83 | + for key in data: |
| 84 | + edge[key] = data[key] |
| 85 | + |
| 86 | + def add_results(self, results): |
| 87 | + """ |
| 88 | + base method to be overridden by implementations to add results. |
| 89 | + For SPARQL, these results are a dict with bindings, for Gremlin, they are paths |
| 90 | + :param results: |
| 91 | + :return: |
| 92 | + """ |
| 93 | + pass |
| 94 | + |
| 95 | + def to_json(self) -> dict: |
| 96 | + try: |
| 97 | + # NetworkX 2.6+ |
| 98 | + graph_data = json_graph.node_link_data(self.graph, edges="links") |
| 99 | + except TypeError: |
| 100 | + # NetworkX < 2.6 |
| 101 | + graph_data = json_graph.node_link_data(self.graph) |
| 102 | + return {'graph': graph_data} |
| 103 | + |
| 104 | + |
| 105 | +def network_to_json(network: Network) -> str: |
| 106 | + return json.dumps(network.to_json()) |
| 107 | + |
| 108 | + |
| 109 | +def network_from_json(raw) -> Network: |
| 110 | + data = json.loads(raw) |
| 111 | + network = Network() |
| 112 | + if 'graph' in data: |
| 113 | + try: |
| 114 | + network.graph = json_graph.node_link_graph(data['graph'], directed=True, edges="links") |
| 115 | + except: |
| 116 | + network.graph = json_graph.node_link_graph(data['graph'], directed=True) |
| 117 | + return network |
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