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Update app.py
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app.py
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import streamlit
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from
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import streamlit as st
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from SPARQLWrapper import SPARQLWrapper, JSON
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from streamlit_agraph import agraph, TripleStore, Node, Edge, Config
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from layout import footer
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import json
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def get_inspired():
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sparql = SPARQLWrapper("http://dbpedia.org/sparql")
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query_string = """
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SELECT ?name_pe1_en ?rel_en ?name_pe2_en
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WHERE {
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{
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SELECT ?name_p1 ?rel ?name_p2
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WHERE {
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?p1 a foaf:Person .
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?p1 dbo:influencedBy ?p2 .
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?p2 a foaf:Person .
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?p1 foaf:name ?name_p1 .
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?p2 foaf:name ?name_p2 .
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dbo:influencedBy rdfs:label ?rel .
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}
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LIMIT 100
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}
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UNION
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{
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SELECT ?name_p1 ?rel ?name_p2
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WHERE {
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?p1 a foaf:Person .
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?p1 dbo:influenced ?p2 .
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?p2 a foaf:Person .
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?p1 foaf:name ?name_p1 .
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?p2 foaf:name ?name_p2 .
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dbo:influenced rdfs:label ?rel .
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}
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LIMIT 100
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}
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FILTER ( LANG(?name_p1) = "en" && LANG(?rel) = "en" && LANG(?name_p2) = "en" )
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BIND ( STR(?name_p1) AS ?name_pe1_en )
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BIND ( STR(?rel) AS ?rel_en )
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BIND ( STR(?name_p2) AS ?name_pe2_en )
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}
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"""
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sparql.setQuery(query_string)
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sparql.setReturnFormat(JSON)
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results = sparql.query().convert()
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store = TripleStore()
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for result in results["results"]["bindings"]:
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node1 = result["name_pe1_en"]["value"]
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link = result["rel_en"]["value"]
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node2 = result["name_pe2_en"]["value"]
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store.add_triple(node1, link, node2)
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return store
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def app():
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footer()
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st.title("Graph Example")
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st.sidebar.title("Welcome")
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query_type = st.sidebar.selectbox("Query Tpye: ", ["Inspirationals", "Marvel"]) # could add more stuff here later on or add other endpoints in the sidebar.
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config = Config(height=600, width=700, nodeHighlightBehavior=True, highlightColor="#F7A7A6", directed=True,
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collapsible=True)
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if query_type=="Inspirationals":
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st.subheader("Inspirationals")
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with st.spinner("Loading data"):
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store = get_inspired()
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st.write("Nodes loaded: " + str(len(store.getNodes())))
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st.success("Done")
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agraph(list(store.getNodes()), (store.getEdges() ), config)
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if query_type=="Marvel":
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#based on http://marvel-force-chart.surge.sh/
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with open("data/marvel.json", encoding="utf8") as f:
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marvel_file = json.loads(f.read())
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marvel_store = TripleStore()
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for sub_graph in marvel_file["children"]:
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marvel_store.add_triple(marvel_file["name"], "has_subgroup", sub_graph["name"], picture=marvel_file["img"])
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for node in sub_graph["children"]:
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node1 = node["hero"]
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link = "blongs_to"
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node2 = sub_graph["name"]
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pic = node["img"]
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marvel_store.add_triple(node1, link, node2, picture=pic)
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agraph(list(marvel_store.getNodes()), (marvel_store.getEdges()), config)
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if __name__ == '__main__':
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app()
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