mirror of
https://github.com/trustgraph-ai/trustgraph.git
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198 lines
5.6 KiB
Python
Executable file
198 lines
5.6 KiB
Python
Executable file
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"""
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Graph writer. Input is graph edge. Writes edges to Neo4j graph.
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"""
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import pulsar
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import base64
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import os
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import argparse
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import time
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from neo4j import GraphDatabase
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from .... base import TriplesStoreService
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default_ident = "triples-write"
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default_graph_host = 'bolt://neo4j:7687'
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default_username = 'neo4j'
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default_password = 'password'
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default_database = 'neo4j'
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class Processor(TriplesStoreService):
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def __init__(self, **params):
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id = params.get("id", default_ident)
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graph_host = params.get("graph_host", default_graph_host)
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username = params.get("username", default_username)
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password = params.get("password", default_password)
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database = params.get("database", default_database)
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super(Processor, self).__init__(
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**params | {
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"graph_host": graph_host,
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"username": username,
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"database": database,
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}
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)
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self.db = database
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self.io = GraphDatabase.driver(graph_host, auth=(username, password))
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with self.io.session(database=self.db) as session:
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self.create_indexes(session)
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def create_indexes(self, session):
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# Race condition, index creation failure is ignored. Right thing
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# to do if the index already exists. Wrong thing to do if it's
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# because the store is not up yet
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# In real-world cases, Neo4j will start up quicker than Pulsar
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# and this process will restart several times until Pulsar arrives,
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# so should be safe
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print("Create indexes...", flush=True)
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try:
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session.run(
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"CREATE INDEX Node_uri FOR (n:Node) ON (n.uri)",
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)
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except Exception as e:
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print(e, flush=True)
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# Maybe index already exists
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print("Index create failure ignored", flush=True)
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try:
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session.run(
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"CREATE INDEX Literal_value FOR (n:Literal) ON (n.value)",
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)
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except Exception as e:
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print(e, flush=True)
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# Maybe index already exists
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print("Index create failure ignored", flush=True)
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try:
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session.run(
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"CREATE INDEX Rel_uri FOR ()-[r:Rel]-() ON (r.uri)",
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)
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except Exception as e:
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print(e, flush=True)
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# Maybe index already exists
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print("Index create failure ignored", flush=True)
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print("Index creation done", flush=True)
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def create_node(self, uri):
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print("Create node", uri)
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summary = self.io.execute_query(
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"MERGE (n:Node {uri: $uri})",
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uri=uri,
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database_=self.db,
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).summary
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print("Created {nodes_created} nodes in {time} ms.".format(
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nodes_created=summary.counters.nodes_created,
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time=summary.result_available_after
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))
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def create_literal(self, value):
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print("Create literal", value)
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summary = self.io.execute_query(
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"MERGE (n:Literal {value: $value})",
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value=value,
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database_=self.db,
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).summary
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print("Created {nodes_created} nodes in {time} ms.".format(
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nodes_created=summary.counters.nodes_created,
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time=summary.result_available_after
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))
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def relate_node(self, src, uri, dest):
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print("Create node rel", src, uri, dest)
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summary = self.io.execute_query(
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"MATCH (src:Node {uri: $src}) "
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"MATCH (dest:Node {uri: $dest}) "
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"MERGE (src)-[:Rel {uri: $uri}]->(dest)",
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src=src, dest=dest, uri=uri,
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database_=self.db,
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).summary
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print("Created {nodes_created} nodes in {time} ms.".format(
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nodes_created=summary.counters.nodes_created,
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time=summary.result_available_after
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))
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def relate_literal(self, src, uri, dest):
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print("Create literal rel", src, uri, dest)
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summary = self.io.execute_query(
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"MATCH (src:Node {uri: $src}) "
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"MATCH (dest:Literal {value: $dest}) "
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"MERGE (src)-[:Rel {uri: $uri}]->(dest)",
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src=src, dest=dest, uri=uri,
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database_=self.db,
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).summary
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print("Created {nodes_created} nodes in {time} ms.".format(
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nodes_created=summary.counters.nodes_created,
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time=summary.result_available_after
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))
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async def store_triples(self, message):
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for t in message.triples:
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self.create_node(t.s.value)
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if t.o.is_uri:
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self.create_node(t.o.value)
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self.relate_node(t.s.value, t.p.value, t.o.value)
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else:
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self.create_literal(t.o.value)
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self.relate_literal(t.s.value, t.p.value, t.o.value)
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@staticmethod
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def add_args(parser):
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TriplesStoreService.add_args(parser)
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parser.add_argument(
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'-g', '--graph_host',
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default=default_graph_host,
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help=f'Graph host (default: {default_graph_host})'
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)
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parser.add_argument(
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'--username',
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default=default_username,
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help=f'Neo4j username (default: {default_username})'
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)
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parser.add_argument(
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'--password',
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default=default_password,
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help=f'Neo4j password (default: {default_password})'
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)
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parser.add_argument(
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'--database',
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default=default_database,
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help=f'Neo4j database (default: {default_database})'
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)
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def run():
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Processor.launch(default_ident, __doc__)
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