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# Copyright (c) 2022, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
import argparse
import json
from ast import literal_eval
import ijson
def main(filename):
with open(filename, 'r') as file:
objects = ijson.kvitems(file, 'wellFormedAnswers')
valid_old_key_to_new_key = {}
new_key = 0
for key, well_formed_answer in objects:
value = well_formed_answer if isinstance(well_formed_answer, list) else literal_eval(well_formed_answer)
if len(value) > 0:
valid_old_key_to_new_key[key] = str(new_key)
new_key += 1
filtered_data = {}
fieldnames = ['query', 'query_type', 'answers', 'wellFormedAnswers', 'passages']
for fieldname in fieldnames:
add_data(filename, filtered_data, fieldname, valid_old_key_to_new_key)
with open(filename, 'w') as fw:
json.dump(filtered_data, fw)
def add_data(filename, filtered_data, fieldname, valid_old_key_to_new_key):
with open(filename, 'r') as f:
objects = ijson.kvitems(f, fieldname)
filtered_data[fieldname] = {
valid_old_key_to_new_key[key]: query for key, query in objects if key in valid_old_key_to_new_key
}
if __name__ == '__main__':
parser = argparse.ArgumentParser()
parser.add_argument("--filename")
args = parser.parse_args()
main(args.filename)
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