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from pathlib import Path
from corpusparser import Parser
import argparse
import logging
import json
from pymongo import MongoClient
import sys
logging.basicConfig(level=logging.INFO)
logger = logging.getLogger(__name__)
## Main handles command line arguments and writing to files / DB.
def ssj_to_json_file(sentence_generator, outfolder):
# this funciton is based on the fact that files are parsed sequentially
outfolder = Path(outfolder)
outfolder.mkdir(parents=True, exist_ok=True)
outfile = outfolder / "ssj500k.json"
data_buffer = []
for s in sentence_generator:
sdata = s[1]
data_buffer += [sdata]
# outfile = Path(outfile)
with outfile.open("w") as fp:
logger.info("Writing to {}".format(outfile))
json.dump(data_buffer, fp)
def kres_to_json_files(sentence_generator, outfolder):
outfolder = Path(outfolder) / "kres_json"
outfolder.mkdir(parents=True, exist_ok=True)
def write_buffer_to_file(outfile, outfile_buffer):
logger.info("Writing file: {}".format(outfile))
with outfile.open("w") as fp:
json.dump(outfile_buffer, fp)
outfile_buffer = None
current_outfile = None
for s in sentence_generator:
infile = s[0]
outfile = outfolder / Path(infile.name.split(".")[0]).with_suffix(".json")
# parser sequentially parses files; when we're done with a file, write it out
if current_outfile is None:
current_outfile = outfile
outfile_buffer = []
elif outfile != current_outfile:
write_buffer_to_file(current_outfile, outfile_buffer)
current_outfile = outfile
outfile_buffer = []
# update buffer
sdata = s[1]
outfile_buffer += [sdata]
write_buffer_to_file(current_outfile, outfile_buffer)
def data_to_valdb(sentence_generator, dbaddr, username, password, collection_name):
logger.info("Connecting to: {}".format(dbaddr))
client = MongoClient(
"mongodb://{}".format(dbaddr),
username=username,
password=password,
authSource="valdb",
authMechanism='SCRAM-SHA-256'
)
valdb = client.valdb
logger.info("Writing data to {}.".format(collection_name))
col = valdb[collection_name]
for s in sentence_generator:
sdata = s[1]
col.insert_one(sdata)
if __name__ == "__main__":
parser = argparse.ArgumentParser(description="Parsing corpora kres and ssj500k.")
parser.add_argument('--kres-folder', required=True)
parser.add_argument('--kres-srl-folder', required=True)
parser.add_argument('--ssj-file', required=True)
parser.add_argument('--output', required=False, default=None)
parser.add_argument('--outdir', required=False, default=None)
parser.add_argument('--dbaddr', required=False, default=None)
parser.add_argument('--dbuser', required=False, default=None)
parser.add_argument('--dbpass', required=False, default=None)
args = parser.parse_args()
# parse ssj
logger.info("Parsing ssj500k: {}".format(args.ssj_file))
ssj_parser = Parser(
corpus="ssj",
infiles=[args.ssj_file],
)
# ssj to json
if args.output == "file":
ssj_to_json_file(ssj_parser.sentence_generator(), args.outdir)
elif args.output == "db":
data_to_valdb(
ssj_parser.sentence_generator(),
args.dbaddr,
args.dbuser,
args.dbpass,
collection_name="ssj"
)
sys.exit()
# parse kres
logger.info("Parsing Kres: {}".format(args.ssj_file))
kres_parser = Parser(
corpus="kres",
infiles=[args.kres_folder, args.kres_srl_folder],
)
# kres to json
if args.output == "file":
kres_to_json_files(kres_parser.sentence_generator(), args.outdir)
elif args.output == "db":
data_to_valdb(
ssj_parser.sentence_generator(),
args.dbaddr,
args.dbuser,
args.dbpass,
collection_name="kres"
)