# # 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 os import shutil import tarfile import unittest from random import randint from urllib.request import urlretrieve from pyserini.analysis import get_lucene_analyzer from pyserini.index.lucene import IndexReader from pyserini.search.lucene import LuceneSearcher class TestAnalyzersForLucene8(unittest.TestCase): # This class contains the test cases from test_analysis that require Lucene 8 backwards compatibility. def setUp(self): # Download pre-built CACM index built using Lucene 8; append a random value to avoid filename clashes. r = randint(0, 10000000) self.collection_url = 'https://github.com/castorini/anserini-data/raw/master/CACM/lucene8-index.cacm.tar.gz' self.tarball_name = 'lucene-index.cacm-{}.tar.gz'.format(r) self.index_dir = 'index{}/'.format(r) _, _ = urlretrieve(self.collection_url, self.tarball_name) tarball = tarfile.open(self.tarball_name) tarball.extractall(self.index_dir) tarball.close() self.searcher = LuceneSearcher(f'{self.index_dir}lucene-index.cacm') self.index_utils = IndexReader(f'{self.index_dir}lucene-index.cacm') def test_different_analyzers_are_different(self): self.searcher.set_analyzer(get_lucene_analyzer(stemming=False)) hits_first = self.searcher.search('information retrieval') self.searcher.set_analyzer(get_lucene_analyzer()) hits_second = self.searcher.search('information retrieval') self.assertNotEqual(hits_first, hits_second) def tearDown(self): self.searcher.close() os.remove(self.tarball_name) shutil.rmtree(self.index_dir)