# Copyright 2021 Google LLC # # 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 # # https://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. from absl.testing import absltest from jax.experimental.compilation_cache.file_system_cache import FileSystemCache import jax._src.test_util as jtu import tempfile import threading import time class FileSystemCacheTest(jtu.JaxTestCase): def test_get_nonexistent_key(self): with tempfile.TemporaryDirectory() as tmpdir: cache = FileSystemCache(tmpdir) self.assertEqual(cache.get("nonExistentKey"), None) def test_put_and_get_key(self): with tempfile.TemporaryDirectory() as tmpdir: cache = FileSystemCache(tmpdir) cache.put("foo", b"bar") self.assertEqual(cache.get("foo"), b"bar") def test_existing_cache_path(self): with tempfile.TemporaryDirectory() as tmpdir: cache1 = FileSystemCache(tmpdir) cache1.put("foo", b"bar") del cache1 cache2 = FileSystemCache(tmpdir) self.assertEqual(cache2.get("foo"), b"bar") def test_empty_value_put(self): with tempfile.TemporaryDirectory() as tmpdir: cache = FileSystemCache(tmpdir) cache.put("foo", b"") self.assertEqual(cache.get("foo"), b"") def test_empty_key_put(self): with tempfile.TemporaryDirectory() as tmpdir: cache = FileSystemCache(tmpdir) with self.assertRaisesRegex(ValueError , r"key cannot be empty"): cache.put("", b"bar") def test_empty_key_get(self): with tempfile.TemporaryDirectory() as tmpdir: cache = FileSystemCache(tmpdir) with self.assertRaisesRegex(ValueError , r"key cannot be empty"): cache.get("") def test_size_of_directory(self): with tempfile.TemporaryDirectory() as tmpdir: cache = FileSystemCache(tmpdir) cache.put("foo", b"bar") self.assertEqual(cache._get_cache_directory_size(), 3) def test_size_of_empty_directory(self): with tempfile.TemporaryDirectory() as tmpdir: cache = FileSystemCache(tmpdir) self.assertEqual(cache._get_cache_directory_size(), 0) def test_size_of_existing_directory(self): with tempfile.TemporaryDirectory() as tmpdir: cache1 = FileSystemCache(tmpdir) cache1.put("foo", b"bar") del cache1 cache2 = FileSystemCache(tmpdir) self.assertEqual(cache2._get_cache_directory_size(), 3) def test_cache_is_full(self): with tempfile.TemporaryDirectory() as tmpdir: cache = FileSystemCache(tmpdir, max_cache_size_bytes=6) cache.put("first", b"one") # Sleep because otherwise these operations execute too fast and # the access time isn't captured properly. time.sleep(1) cache.put("second", b"two") cache.put("third", b"the") self.assertEqual(cache.get("first"), None) self.assertEqual(cache.get("second"), b"two") self.assertEqual(cache.get("third"), b"the") def test_delete_multiple_files(self): with tempfile.TemporaryDirectory() as tmpdir: cache = FileSystemCache(tmpdir, max_cache_size_bytes=6) cache.put("first", b"one") # Sleep because otherwise these operations execute too fast and # the access time isn't captured properly. time.sleep(1) cache.put("second", b"two") cache.put("third", b"three") self.assertEqual(cache.get("first"), None) self.assertEqual(cache.get("second"), None) self.assertEqual(cache.get("third"), b"three") def test_least_recently_accessed_file(self): with tempfile.TemporaryDirectory() as tmpdir: cache = FileSystemCache(tmpdir, max_cache_size_bytes=6) cache.put("first", b"one") cache.put("second", b"two") # Sleep because otherwise these operations execute too fast and # the access time isn't captured properly. time.sleep(1) cache.get("first") cache.put("third", b"the") self.assertEqual(cache.get("first"), b"one") self.assertEqual(cache.get("second"), None) @jtu.ignore_warning(message=("Cache value of size 3 is larger than the max cache size of 2")) def test_file_bigger_than_cache(self): with tempfile.TemporaryDirectory() as tmpdir: cache = FileSystemCache(tmpdir, max_cache_size_bytes=2) cache.put("foo", b"bar") self.assertEqual(cache.get("foo"), None) def test_threads(self): file_contents1 = "1" * (65536 + 1) file_contents2 = "2" * (65536 + 1) def call_multiple_puts_and_gets(cache): for i in range(50): cache.put("foo", file_contents1.encode('utf-8').strip()) cache.put("foo", file_contents2.encode('utf-8').strip()) cache.get("foo") self.assertEqual(cache.get("foo"), file_contents2.encode('utf-8').strip()) with tempfile.TemporaryDirectory() as tmpdir: cache = FileSystemCache(tmpdir) threads = [] for i in range(50): t = threading.Thread(target=call_multiple_puts_and_gets(cache)) t.start() threads.append(t) for t in threads: t.join() self.assertEqual(cache.get("foo"), file_contents2.encode('utf-8').strip()) if __name__ == "__main__": absltest.main(testLoader=jtu.JaxTestLoader())