wehub-resource-sync
107 lines
3.9 KiB
Python
107 lines
3.9 KiB
Python
import requests
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from easygraph.utils.exception import EasyGraphError
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def request_text_from_url(url):
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try:
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r = requests.get(url)
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except requests.ConnectionError:
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raise EasyGraphError("Connection Error!")
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if r.ok:
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return r.text
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else:
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raise EasyGraphError(f"Error: HTTP response {r.status_code}")
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class senate_committees:
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def __init__(self, data_root=None):
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self.data_root = "https://" if data_root is not None else data_root
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self.hyperedges_path = "https://gitlab.com/easy-graph/easygraph-data-senate-committees/-/raw/main/hyperedges-senate-committees.txt?inline=false"
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self.node_labels_path = "https://gitlab.com/easy-graph/easygraph-data-senate-committees/-/raw/main/node-labels-senate-committees.txt?ref_type=heads&inline=false"
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self.node_names_path = "https://gitlab.com/easy-graph/easygraph-data-senate-committees/-/raw/main/node-names-senate-committees.txt?ref_type=heads&inline=false"
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self.label_names_path = "https://gitlab.com/easy-graph/easygraph-data-senate-committees/-/raw/main/label-names-senate-committees.txt?ref_type=heads&inline=false"
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self._hyperedges = []
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self._node_labels = []
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self._label_names = []
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self._node_names = []
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self.generate_hypergraph(
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hyperedges_path=self.hyperedges_path,
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node_labels_path=self.node_labels_path,
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node_names_path=self.node_names_path,
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label_names_path=self.label_names_path,
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)
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self._content = {
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"num_classes": len(self._label_names),
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"num_vertices": len(self._node_labels),
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"num_edges": len(self._hyperedges),
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"edge_list": self._hyperedges,
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"labels": self._node_labels,
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}
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def __getitem__(self, key: str):
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return self._content[key]
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def process_label_txt(self, data_str, delimiter="\n", transform_fun=str):
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data_str = data_str.strip()
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data_lst = data_str.split(delimiter)
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final_lst = []
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for data in data_lst:
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data = data.strip()
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data = transform_fun(data)
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final_lst.append(data)
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return final_lst
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@property
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def node_labels(self):
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return self._node_labels
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@property
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def node_names(self):
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return self._node_names
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@property
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def label_names(self):
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return self._label_names
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@property
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def hyperedges(self):
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return self._hyperedges
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def generate_hypergraph(
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self,
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hyperedges_path=None,
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node_labels_path=None,
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node_names_path=None,
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label_names_path=None,
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):
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def fun(data):
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data = int(data) - 1
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return data
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hyperedges_info = request_text_from_url(hyperedges_path)
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hyperedges_info = hyperedges_info.strip()
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hyperedges_lst = hyperedges_info.split("\n")
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for hyperedge in hyperedges_lst:
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hyperedge = hyperedge.strip()
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hyperedge = [int(i) - 1 for i in hyperedge.split(",")]
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self._hyperedges.append(tuple(hyperedge))
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# print(self.hyperedges)
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node_labels_info = request_text_from_url(node_labels_path)
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process_node_labels_info = self.process_label_txt(
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node_labels_info, transform_fun=fun
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)
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self._node_labels = process_node_labels_info
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# print("process_node_labels_info:", process_node_labels_info)
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node_names_info = request_text_from_url(node_names_path)
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process_node_names_info = self.process_label_txt(node_names_info)
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self._node_names = process_node_names_info
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# print("process_node_names_info:", process_node_names_info)
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label_names_info = request_text_from_url(label_names_path)
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process_label_names_info = self.process_label_txt(label_names_info)
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self._label_names = process_label_names_info
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# print("process_label_names_info:", process_label_names_info)
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