mirror of
https://github.com/trustgraph-ai/trustgraph.git
synced 2026-06-13 08:45:13 +02:00
db05427d0e
changes. Support for separate workspaces Addition of workspace CLI support for test purposes
160 lines
3.9 KiB
Python
160 lines
3.9 KiB
Python
"""
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Loads triples into the knowledge graph from Turtle files.
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"""
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import argparse
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import os
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import time
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import rdflib
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from typing import Iterator
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from trustgraph.api import Api, Triple
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from trustgraph.log_level import LogLevel
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default_url = os.getenv("TRUSTGRAPH_URL", 'http://localhost:8088/')
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default_token = os.getenv("TRUSTGRAPH_TOKEN", None)
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default_workspace = os.getenv("TRUSTGRAPH_WORKSPACE", "default")
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default_collection = 'default'
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class Loader:
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def __init__(
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self,
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files,
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flow,
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collection,
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document_id,
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url=default_url,
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token=None, workspace="default",
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):
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self.files = files
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self.flow = flow
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self.workspace = workspace
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self.collection = collection
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self.document_id = document_id
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self.url = url
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self.token = token
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def load_triples_from_file(self, file) -> Iterator[Triple]:
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"""Generator that yields Triple objects from a Turtle file"""
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g = rdflib.Graph()
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g.parse(file, format="turtle")
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for e in g:
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s_value = str(e[0])
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p_value = str(e[1])
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if isinstance(e[2], rdflib.term.URIRef):
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o_value = str(e[2])
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else:
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o_value = str(e[2])
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yield Triple(s=s_value, p=p_value, o=o_value)
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def run(self):
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"""Load triples using Python API"""
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try:
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api = Api(url=self.url, token=self.token, workspace=self.workspace)
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bulk = api.bulk()
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print("Loading triples...")
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for file in self.files:
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print(f" Processing {file}...")
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triples = self.load_triples_from_file(file)
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bulk.import_triples(
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flow=self.flow,
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triples=triples,
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metadata={
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"id": self.document_id,
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"metadata": [],
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"user": self.workspace,
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"collection": self.collection
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}
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)
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print("Triples loaded.")
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except Exception as e:
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print(f"Error: {e}", flush=True)
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raise
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def main():
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parser = argparse.ArgumentParser(
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prog='tg-load-turtle',
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description=__doc__,
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)
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parser.add_argument(
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'-u', '--api-url',
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default=default_url,
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help=f'API URL (default: {default_url})',
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)
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parser.add_argument(
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'-t', '--token',
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default=default_token,
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help='Authentication token (default: $TRUSTGRAPH_TOKEN)',
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)
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parser.add_argument(
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'-w', '--workspace',
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default=default_workspace,
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help=f'Workspace (default: {default_workspace})',
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)
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parser.add_argument(
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'-i', '--document-id',
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required=True,
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help=f'Document ID)',
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)
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parser.add_argument(
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'-f', '--flow-id',
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default="default",
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help=f'Flow ID (default: default)'
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)
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parser.add_argument(
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'-C', '--collection',
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default=default_collection,
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help=f'Collection ID (default: {default_collection})'
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)
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parser.add_argument(
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'files', nargs='+',
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help=f'Turtle files to load'
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)
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args = parser.parse_args()
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while True:
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try:
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loader = Loader(
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document_id=args.document_id,
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url=args.api_url,
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token=args.token,
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flow=args.flow_id,
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files=args.files,
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collection=args.collection,
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workspace=args.workspace,
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)
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loader.run()
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print("File loaded.")
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break
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except Exception as e:
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print("Exception:", e, flush=True)
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print("Will retry...", flush=True)
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time.sleep(10)
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if __name__ == "__main__":
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main()
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