trustgraph/trustgraph-cli/scripts/tg-load-text

#!/usr/bin/env python3

"""
Loads a text document into TrustGraph processing.
"""

import pulsar
from pulsar.schema import JsonSchema
import hashlib
import argparse
import os
import time
import uuid

from trustgraph.schema import TextDocument, text_ingest_queue
from trustgraph.schema import Metadata, Triple, Value
from trustgraph.log_level import LogLevel
from trustgraph.knowledge import hash, to_uri
from trustgraph.knowledge import PREF_PUBEV, PREF_DOC, PREF_ORG
from trustgraph.knowledge import Organization, PublicationEvent
from trustgraph.knowledge import DigitalDocument

default_user = 'trustgraph'
default_collection = 'default'

class Loader:

    def __init__(
            self,
            pulsar_host,
            output_queue,
            user,
            collection,
            log_level,
            metadata,
    ):

        self.client = pulsar.Client(
            pulsar_host,
            logger=pulsar.ConsoleLogger(log_level.to_pulsar())
        )

        self.producer = self.client.create_producer(
            topic=output_queue,
            schema=JsonSchema(TextDocument),
            chunking_enabled=True,
        )

        self.user = user
        self.collection = collection
        self.metadata = metadata

    def load(self, files):

        for file in files:
            self.load_file(file)

    def load_file(self, file):

        try:

            path = file
            data = open(path, "rb").read()

            # Create a SHA256 hash from the data
            id = hash(data)

            id = to_uri(PREF_DOC, id)

            triples = []

            def emit(t):
                triples.append(t)

            self.metadata.id = id
            self.metadata.emit(emit)

            r = TextDocument(
                metadata=Metadata(
                    id=id,
                    metadata=[
                        Triple(
                            s=Value(value=t["s"]["v"], is_uri=t["s"]["e"]),
                            p=Value(value=t["p"]["v"], is_uri=t["p"]["e"]),
                            o=Value(value=t["o"]["v"], is_uri=t["o"]["e"])
                        )
                        for t in triples
                    ],
                    user=self.user,
                    collection=self.collection,
                ),
                text=data,
            )

            self.producer.send(r)

            print(f"{file}: Loaded successfully.")

        except Exception as e:
            print(f"{file}: Failed: {str(e)}", flush=True)
            
    def __del__(self):
        self.client.close()

def main():

    parser = argparse.ArgumentParser(
        prog='tg-load-text',
        description=__doc__,
    )

    default_pulsar_host = os.getenv("PULSAR_HOST", 'pulsar://localhost:6650')
    default_output_queue = text_ingest_queue

    parser.add_argument(
        '-p', '--pulsar-host',
        default=default_pulsar_host,
        help=f'Pulsar host (default: {default_pulsar_host})',
    )

    parser.add_argument(
        '-o', '--output-queue',
        default=default_output_queue,
        help=f'Output queue (default: {default_output_queue})'
    )

    parser.add_argument(
        '-u', '--user',
        default=default_user,
        help=f'User ID (default: {default_user})'
    )

    parser.add_argument(
        '-c', '--collection',
        default=default_collection,
        help=f'Collection ID (default: {default_collection})'
    )

    parser.add_argument(
        '--name', help=f'Document name'
    )

    parser.add_argument(
        '--description', help=f'Document description'
    )

    parser.add_argument(
        '--copyright-notice', help=f'Copyright notice'
    )

    parser.add_argument(
        '--copyright-holder', help=f'Copyright holder'
    )

    parser.add_argument(
        '--copyright-year', help=f'Copyright year'
    )

    parser.add_argument(
        '--license', help=f'Copyright license'
    )

    parser.add_argument(
        '--publication-organization', help=f'Publication organization'
    )

    parser.add_argument(
        '--publication-description', help=f'Publication description'
    )

    parser.add_argument(
        '--publication-date', help=f'Publication date'
    )

    parser.add_argument(
        '--url', help=f'Document URL'
    )

    parser.add_argument(
        '--keyword', nargs='+', help=f'Keyword'
    )

    parser.add_argument(
        '--identifier', '--id', help=f'Document ID'
    )

    parser.add_argument(
        '-l', '--log-level',
        type=LogLevel,
        default=LogLevel.ERROR,
        choices=list(LogLevel),
        help=f'Output queue (default: info)'
    )

    parser.add_argument(
        'files', nargs='+',
        help=f'File to load'
    )

    args = parser.parse_args()

    while True:

        try:

            document = DigitalDocument(
                id,
                name=args.name,
                description=args.description,
                copyright_notice=args.copyright_notice,
                copyright_holder=args.copyright_holder,
                copyright_year=args.copyright_year,
                license=args.license,
                url=args.url,
                keywords=args.keyword,
            )

            if args.publication_organization:
                org = Organization(
                    id=to_uri(PREF_ORG, hash(args.publication_organization)),
                    name=args.publication_organization,
                )
                document.publication = PublicationEvent(
                    id = to_uri(PREF_PUBEV, str(uuid.uuid4())),
                    organization=org,
                    description=args.publication_description,
                    start_date=args.publication_date,
                    end_date=args.publication_date,
                )

            p = Loader(
                pulsar_host=args.pulsar_host,
                output_queue=args.output_queue,
                user=args.user,
                collection=args.collection,
                log_level=args.log_level,
                metadata=document,
            )

            p.load(args.files)

            print("All done.")
            break

        except Exception as e:

            print("Exception:", e, flush=True)
            print("Will retry...", flush=True)

        time.sleep(10)

main()