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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 DistilBERT TAS-B."""
import unittest
from pyserini.search import QueryEncoder
from pyserini.search import get_topics
class TestSearchIntegration(unittest.TestCase):
def test_distilbert_kd_tas_b_encoded_queries(self):
encoded = QueryEncoder.load_encoded_queries('distilbert_tas_b-msmarco-passage-dev-subset')
topics = get_topics('msmarco-passage-dev-subset')
for t in topics:
self.assertTrue(topics[t]['title'] in encoded.embedding)
encoded = QueryEncoder.load_encoded_queries('distilbert_tas_b-dl19-passage')
topics = get_topics('dl19-passage')
for t in topics:
self.assertTrue(topics[t]['title'] in encoded.embedding)
encoded = QueryEncoder.load_encoded_queries('distilbert_tas_b-dl20')
topics = get_topics('dl20')
for t in topics:
self.assertTrue(topics[t]['title'] in encoded.embedding)
if __name__ == '__main__':
unittest.main()
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