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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. | |
| # | |
| import filecmp | |
| import os | |
| import unittest | |
| class TestSearch(unittest.TestCase): | |
| def setUp(self): | |
| self.output_path = 'output_test_fusion.txt' | |
| def test_reciprocal_rank_fusion_simple(self): | |
| input_paths = ['tests/resources/simple_trec_run_fusion_1.txt', 'tests/resources/simple_trec_run_fusion_2.txt'] | |
| verify_path = 'tests/resources/simple_trec_run_rrf_verify.txt' | |
| qruns_str = ' '.join(input_paths) | |
| os.system( | |
| f'python -m pyserini.fusion --method rrf --runs {qruns_str} --output {self.output_path} --runtag test') | |
| self.assertTrue(filecmp.cmp(verify_path, self.output_path)) | |
| def test_interpolation_fusion_simple(self): | |
| input_paths = ['tests/resources/simple_trec_run_fusion_1.txt', 'tests/resources/simple_trec_run_fusion_2.txt'] | |
| verify_path = 'tests/resources/simple_trec_run_interpolation_verify.txt' | |
| qruns_str = ' '.join(input_paths) | |
| os.system( | |
| f'python -m pyserini.fusion --method interpolation --alpha 0.4 --runs {qruns_str} --output {self.output_path} --runtag test') | |
| self.assertTrue(filecmp.cmp(verify_path, self.output_path)) | |
| def test_average_fusion_simple(self): | |
| input_paths = ['tests/resources/simple_trec_run_fusion_1.txt', 'tests/resources/simple_trec_run_fusion_2.txt'] | |
| verify_path = 'tests/resources/simple_trec_run_average_verify.txt' | |
| qruns_str = ' '.join(input_paths) | |
| os.system( | |
| f'python -m pyserini.fusion --method average --runs {qruns_str} --output {self.output_path} --runtag test') | |
| self.assertTrue(filecmp.cmp(verify_path, self.output_path)) | |
| def test_reciprocal_rank_fusion_complex(self): | |
| os.system('wget -q -nc https://git.uwaterloo.ca/jimmylin/covidex-trec-covid-runs/raw/master/round2/anserini.covid-r2.abstract.qq.bm25.txt.gz') | |
| os.system('wget -q -nc https://git.uwaterloo.ca/jimmylin/covidex-trec-covid-runs/raw/master/round2/anserini.covid-r2.full-text.qq.bm25.txt.gz') | |
| os.system('wget -q -nc https://git.uwaterloo.ca/jimmylin/covidex-trec-covid-runs/raw/master/round2/anserini.covid-r2.paragraph.qq.bm25.txt.gz') | |
| os.system('wget -q -nc https://git.uwaterloo.ca/jimmylin/covidex-trec-covid-runs/raw/master/round2/anserini.covid-r2.fusion1.txt.gz') | |
| os.system('gunzip -f anserini.covid-r2.*.txt.gz') | |
| txt_paths = ['anserini.covid-r2.abstract.qq.bm25.txt', | |
| 'anserini.covid-r2.full-text.qq.bm25.txt', 'anserini.covid-r2.paragraph.qq.bm25.txt'] | |
| qruns_str = ' '.join(txt_paths) | |
| os.system( | |
| f'python -m pyserini.fusion --method rrf --runs {qruns_str} --output {self.output_path} --runtag reciprocal_rank_fusion_k=60') | |
| verify_path = 'anserini.covid-r2.fusion1.txt' | |
| self.assertTrue(filecmp.cmp(verify_path, self.output_path)) | |
| os.system('rm anserini.covid-r2.*') | |
| def tearDown(self): | |
| if os.path.exists(self.output_path): | |
| os.remove(self.output_path) | |
| if __name__ == '__main__': | |
| unittest.main() | |