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#
# Pyserini: Reproducible IR research with sparse and dense representations
#
# 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.
#
"""Integration tests for uniCOIL models using on-the-fly query encoding."""
import os
import unittest
from integrations.utils import clean_files, run_command, parse_score
class TestSearchIntegration(unittest.TestCase):
def setUp(self):
self.temp_files = []
self.threads = 16
self.batch_size = 128
def test_msmarco_passage_tilde_otf(self):
output_file = 'test_run.msmarco-passage.tilde.otf.tsv'
self.temp_files.append(output_file)
cmd = f'python -m pyserini.search.lucene \
--threads {self.threads} --batch-size {self.batch_size} \
--index msmarco-v1-passage-unicoil-tilde \
--topics msmarco-passage-dev-subset \
--encoder ielab/unicoil-tilde200-msmarco-passage \
--output {output_file} \
--output-format msmarco \
--impact --hits 1000'
status = os.system(cmd)
self.assertEqual(status, 0)
# Match score in https://github.com/castorini/pyserini/blob/master/docs/experiments-unicoil-tilde-expansion.md
stdout, stderr = run_command(f'python -m pyserini.eval.msmarco_passage_eval \
msmarco-passage-dev-subset {output_file}')
self.assertAlmostEqual(0.3495, parse_score(stdout, "MRR @10"), delta=0.0001)
def tearDown(self):
clean_files(self.temp_files)
if __name__ == '__main__':
unittest.main()
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