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local edges and nodes instead of neo4j
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Mustafa Kerem Kurban
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Jun 7, 2024
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from flask import Flask, jsonify, render_template, request | ||
from neo4j import GraphDatabase | ||
import time | ||
import os | ||
"""Flask server for the citation graph.""" | ||
from flask import Flask, render_template | ||
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app = Flask(__name__, static_folder='../../../static', template_folder='../../../templates') | ||
app = Flask( | ||
__name__, | ||
static_folder="../../../static", | ||
template_folder="../../../templates", | ||
) | ||
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# Neo4j connection details from environment variables | ||
uri = os.getenv("NEO4J_URI", "bolt://localhost:7687") | ||
username = os.getenv("NEO4J_USERNAME", "neo4j") | ||
password = os.getenv("NEO4J_PASSWORD", "password") | ||
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driver = GraphDatabase.driver(uri, auth=(username, password)) | ||
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def get_nodes_and_links(tx, limit=100): | ||
nodes = [] | ||
links = [] | ||
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# Query to get limited nodes with all properties | ||
result = tx.run(f""" | ||
MATCH (n:Paper) | ||
RETURN n | ||
LIMIT {limit} | ||
""") | ||
for record in result: | ||
node = record["n"] | ||
node_data = { | ||
"uid": node["uid"], | ||
"label": node["title"] if "title" in node else node.id, | ||
"is_bbp": node.get("is_bbp", False), | ||
} | ||
nodes.append(node_data) | ||
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# Collect node UIDs | ||
node_uids = [node["uid"] for node in nodes] | ||
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# Query to get relationships between the limited nodes | ||
result = tx.run(f""" | ||
MATCH (n:Paper)-[r:CITES]->(m:Paper) | ||
WHERE n.uid IN {node_uids} AND m.uid IN {node_uids} | ||
RETURN n.uid AS source, m.uid AS target, r | ||
""") | ||
for record in result: | ||
link_data = { | ||
"source": record["source"], | ||
"target": record["target"], | ||
} | ||
links.append(link_data) | ||
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return nodes, links | ||
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def with_retry(session_func, *args, retries=5, delay=1): | ||
for attempt in range(retries): | ||
try: | ||
with driver.session() as session: | ||
return session_func(session, *args) | ||
except InterruptedError: | ||
if attempt < retries - 1: | ||
time.sleep(delay) | ||
continue | ||
else: | ||
raise | ||
|
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@app.route('/nodes') | ||
def get_nodes(): | ||
limit = int(request.args.get('limit', 100)) # Get limit from query parameter or default to 100 | ||
nodes, _ = with_retry(lambda s: s.read_transaction(get_nodes_and_links, limit)) | ||
return jsonify(nodes) | ||
|
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@app.route('/links') | ||
def get_links(): | ||
limit = int(request.args.get('limit', 100)) # Get limit from query parameter or default to 100 | ||
_, links = with_retry(lambda s: s.read_transaction(get_nodes_and_links, limit)) | ||
return jsonify(links) | ||
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@app.route('/') | ||
@app.route("/") | ||
def index(): | ||
return render_template('index.html') | ||
"""Render the index page.""" | ||
return render_template("index.html") | ||
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if __name__ == '__main__': | ||
app.run(debug=True) | ||
if __name__ == "__main__": | ||
app.run(debug=True) |
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from flask import Flask, jsonify, render_template, request | ||
from neo4j import GraphDatabase | ||
import time | ||
import os | ||
|
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app = Flask(__name__, static_folder='../../../static', template_folder='../../../templates') | ||
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# Neo4j connection details from environment variables | ||
uri = os.getenv("NEO4J_URI", "bolt://localhost:7687") | ||
username = os.getenv("NEO4J_USERNAME", "neo4j") | ||
password = os.getenv("NEO4J_PASSWORD", "password") | ||
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driver = GraphDatabase.driver(uri, auth=(username, password)) | ||
|
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def get_nodes_and_links(tx, limit=100): | ||
nodes = [] | ||
links = [] | ||
|
||
# Query to get limited nodes with all properties | ||
result = tx.run(f""" | ||
MATCH (n:Paper) | ||
RETURN n | ||
LIMIT {limit} | ||
""") | ||
for record in result: | ||
node = record["n"] | ||
node_data = { | ||
"uid": node["uid"], | ||
"label": node["title"] if "title" in node else node.id, | ||
"is_bbp": node.get("is_bbp", False), | ||
} | ||
nodes.append(node_data) | ||
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# Collect node UIDs | ||
node_uids = [node["uid"] for node in nodes] | ||
|
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# Query to get relationships between the limited nodes | ||
result = tx.run(f""" | ||
MATCH (n:Paper)-[r:CITES]->(m:Paper) | ||
WHERE n.uid IN {node_uids} AND m.uid IN {node_uids} | ||
RETURN n.uid AS source, m.uid AS target, r | ||
""") | ||
for record in result: | ||
link_data = { | ||
"source": record["source"], | ||
"target": record["target"], | ||
} | ||
links.append(link_data) | ||
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return nodes, links | ||
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def with_retry(session_func, *args, retries=5, delay=1): | ||
for attempt in range(retries): | ||
try: | ||
with driver.session() as session: | ||
return session_func(session, *args) | ||
except InterruptedError: | ||
if attempt < retries - 1: | ||
time.sleep(delay) | ||
continue | ||
else: | ||
raise | ||
|
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@app.route('/nodes') | ||
def get_nodes(): | ||
limit = int(request.args.get('limit', 100)) # Get limit from query parameter or default to 100 | ||
nodes, _ = with_retry(lambda s: s.read_transaction(get_nodes_and_links, limit)) | ||
return jsonify(nodes) | ||
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@app.route('/links') | ||
def get_links(): | ||
limit = int(request.args.get('limit', 100)) # Get limit from query parameter or default to 100 | ||
_, links = with_retry(lambda s: s.read_transaction(get_nodes_and_links, limit)) | ||
return jsonify(links) | ||
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@app.route('/') | ||
def index(): | ||
return render_template('index.html') | ||
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if __name__ == '__main__': | ||
app.run(debug=True) |
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<!DOCTYPE html> | ||
<html lang="en"> | ||
<head> | ||
<meta charset="UTF-8"> | ||
<title>3D Force Graph</title> | ||
<style> | ||
body { margin: 0; } | ||
</style> | ||
<script src="//unpkg.com/3d-force-graph"></script> | ||
<script type="importmap">{ "imports": { "three": "//unpkg.com/three/build/three.module.js" } }</script> | ||
</head> | ||
<body> | ||
<div id="3d-graph"></div> | ||
<script type="module"> | ||
import { UnrealBloomPass } from '//unpkg.com/three/examples/jsm/postprocessing/UnrealBloomPass.js'; | ||
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const Graph = ForceGraph3D() | ||
(document.getElementById('3d-graph')) | ||
.backgroundColor('#000003') | ||
.nodeLabel('label') | ||
.nodeColor(node => node.is_bbp ? 'cyan' : 'red') | ||
.nodeVal(node => node.is_bbp ? 10 : 5) // Set node size based on is_bbp | ||
.linkDirectionalParticles(2) // Add particles to links for visibility | ||
.linkDirectionalParticleWidth(0.5) // Set the width of link particles to make them less bright | ||
.linkWidth(1); // Set the width of links | ||
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// Load data | ||
fetch('/static/nodes.json') | ||
.then(response => response.json()) | ||
.then(nodes => { | ||
fetch('/static/links.json') | ||
.then(response => response.json()) | ||
.then(links => { | ||
// Combine nodes and links into a graph data object | ||
const graphData = { nodes, links }; | ||
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// Apply graph data to the 3D force graph | ||
Graph.graphData(graphData); | ||
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// Apply UnrealBloomPass for post-processing | ||
const bloomPass = new UnrealBloomPass(); | ||
bloomPass.strength = 0.5; | ||
bloomPass.radius = 1; | ||
bloomPass.threshold = 0; | ||
Graph.postProcessingComposer().addPass(bloomPass); | ||
}); | ||
}); | ||
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// Adjust graph dimensions | ||
Graph.width(window.innerWidth).height(window.innerHeight); | ||
</script> | ||
</body> | ||
</html> |
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<!DOCTYPE html> | ||
<html lang="en"> | ||
<head> | ||
<meta charset="UTF-8"> | ||
<title>3D Force Graph</title> | ||
<script src="https://unpkg.com/3d-force-graph"></script> | ||
</head> | ||
<body> | ||
<div id="3d-graph"></div> | ||
<script> | ||
// Initialize 3D Force Graph | ||
const Graph = ForceGraph3D() | ||
(document.getElementById('3d-graph')) | ||
.graphData({nodes: [], links: []}); | ||
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// Load data | ||
fetch('/static/nodes.json') | ||
.then(response => response.json()) | ||
.then(nodes => { | ||
fetch('/static/links.json') | ||
.then(response => response.json()) | ||
.then(links => { | ||
Graph.graphData({nodes, links}); | ||
}); | ||
}); | ||
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// Adjust graph dimensions | ||
Graph.width(window.innerWidth).height(window.innerHeight); | ||
</script> | ||
</body> | ||
</html> |
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Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,50 @@ | ||
<!DOCTYPE html> | ||
<html lang="en"> | ||
<head> | ||
<meta charset="UTF-8"> | ||
<title>3D Force Graph</title> | ||
<style> | ||
body { margin: 0; } | ||
</style> | ||
<script src="//unpkg.com/3d-force-graph"></script> | ||
<script type="importmap">{ "imports": { "three": "//unpkg.com/three/build/three.module.js" } }</script> | ||
</head> | ||
<body> | ||
<div id="3d-graph"></div> | ||
<script type="module"> | ||
import { UnrealBloomPass } from '//unpkg.com/three/examples/jsm/postprocessing/UnrealBloomPass.js'; | ||
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const Graph = ForceGraph3D() | ||
(document.getElementById('3d-graph')) | ||
.backgroundColor('#000003') | ||
.nodeLabel('label') | ||
.nodeColor(node => node.is_bbp ? 'blue' : 'yellow') | ||
.nodeVal(node => node.is_bbp ? 10 : 5) // Set node size based on is_bbp | ||
.linkDirectionalParticles(2) // Add particles to links for visibility | ||
.linkDirectionalParticleWidth(0.5) // Set the width of link particles to make them less bright | ||
.linkWidth(1); // Set the width of links | ||
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// Load data | ||
Promise.all([ | ||
fetch('/nodes').then(response => response.json()), | ||
fetch('/links').then(response => response.json()) | ||
]).then(([nodes, links]) => { | ||
// Combine nodes and links into a graph data object | ||
const graphData = { nodes, links }; | ||
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// Apply graph data to the 3D force graph | ||
Graph.graphData(graphData); | ||
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// Apply UnrealBloomPass for post-processing | ||
const bloomPass = new UnrealBloomPass(); | ||
bloomPass.strength = 4; | ||
bloomPass.radius = 1; | ||
bloomPass.threshold = 0; | ||
Graph.postProcessingComposer().addPass(bloomPass); | ||
}); | ||
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// Adjust graph dimensions | ||
Graph.width(window.innerWidth).height(window.innerHeight); | ||
</script> | ||
</body> | ||
</html> |
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Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,52 @@ | ||
<!DOCTYPE html> | ||
<html lang="en"> | ||
<head> | ||
<meta charset="UTF-8"> | ||
<title>3D Force Graph</title> | ||
<style> | ||
body { margin: 0; } | ||
</style> | ||
<script src="//unpkg.com/3d-force-graph"></script> | ||
<script type="importmap">{ "imports": { "three": "//unpkg.com/three/build/three.module.js" } }</script> | ||
</head> | ||
<body> | ||
<div id="3d-graph"></div> | ||
<script type="module"> | ||
import { UnrealBloomPass } from '//unpkg.com/three/examples/jsm/postprocessing/UnrealBloomPass.js'; | ||
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const limit = 100; // Set the limit for number of nodes to fetch | ||
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const Graph = ForceGraph3D() | ||
(document.getElementById('3d-graph')) | ||
.backgroundColor('#000003') | ||
.nodeLabel('label') | ||
.nodeColor(node => node.is_bbp ? 'blue' : 'yellow') | ||
.nodeVal(node => node.is_bbp ? 10 : 5) // Set node size based on is_bbp | ||
.linkDirectionalParticles(2) // Add particles to links for visibility | ||
.linkDirectionalParticleWidth(0.5) // Set the width of link particles to make them less bright | ||
.linkWidth(1); // Set the width of links | ||
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// Load data | ||
Promise.all([ | ||
fetch(`/nodes?limit=${limit}`).then(response => response.json()), | ||
fetch(`/links?limit=${limit}`).then(response => response.json()) | ||
]).then(([nodes, links]) => { | ||
// Combine nodes and links into a graph data object | ||
const graphData = { nodes, links }; | ||
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// Apply graph data to the 3D force graph | ||
Graph.graphData(graphData); | ||
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// Apply UnrealBloomPass for post-processing | ||
const bloomPass = new UnrealBloomPass(); | ||
bloomPass.strength = 4; | ||
bloomPass.radius = 1; | ||
bloomPass.threshold = 0; | ||
Graph.postProcessingComposer().addPass(bloomPass); | ||
}); | ||
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// Adjust graph dimensions | ||
Graph.width(window.innerWidth).height(window.innerHeight); | ||
</script> | ||
</body> | ||
</html> |
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