Initial commit

tests/compilation_cache_test.py

@@ -15,9 +15,7 @@
 from collections import Counter
 from functools import partial
 import math
-import os
 import platform
-import tempfile
 import unittest
 from unittest import mock
 from unittest import SkipTest
@@ -34,8 +32,10 @@
 from jax._src import config
 from jax._src import distributed
 from jax._src import monitoring
+from jax._src import path as pathlib
 from jax._src import test_util as jtu
 from jax._src import xla_bridge
+from jax._src.compilation_cache_interface import CacheInterface
 from jax._src.lib import xla_client
 from jax._src.maps import xmap
 from jax.experimental.pjit import pjit
@@ -60,20 +60,47 @@ def tearDownModule():
 def increment_event_count(event):
   _counts[event] += 1
 
+
+class InMemoryCache(CacheInterface):
+    '''An in-memory cache for testing purposes.'''
+
+    # not used, but required by `CacheInterface`
+    _path = pathlib.Path()
+
+    def __init__(self):
+        self._cache: dict[str, bytes] = {}
+
+    def get(self, key: str) -> bytes | None:
+        return self._cache.get(key)
+
+    def put(self, key: str, value: bytes) -> None:
+        self._cache[key] = value
+
+    def clear(self) -> None:
+        self._cache.clear()
+
+    def __len__(self) -> int:
+        return len(self._cache)
+
+
+def count_cache_items() -> int:
+  return 0 if cc._cache is None else len(cc._cache)
+
+
+def clear_cache() -> None:
+  if cc._cache is not None:
+    cc._cache.clear()
+
+
 class CompilationCacheTestCase(jtu.JaxTestCase):
-  tmpdir: str
 
   def setUp(self):
     super().setUp()
     cc.reset_cache()
-    tmpdir = tempfile.TemporaryDirectory()
-    self.enter_context(tmpdir)
-    self.enter_context(config.compilation_cache_dir(tmpdir.name))
-    self.tmpdir = tmpdir.name
+    cc._cache = InMemoryCache()
 
   def tearDown(self):
     cc.reset_cache()
-    self.tmpdir = ""
     super().tearDown()
 
 
@@ -158,38 +185,32 @@ def test_pmap(self):
     f = pmap(lambda x: x - lax.psum(x, "i"), axis_name="i")
     x = np.arange(jax.device_count(), dtype=np.int64)
     f(x)
-    files_in_directory = len(os.listdir(self.tmpdir))
-    self.assertEqual(files_in_directory, 1)
+    self.assertEqual(count_cache_items(), 1)
     x = np.arange(jax.device_count(), dtype=np.float32)
     f(x)
-    files_in_directory = len(os.listdir(self.tmpdir))
-    self.assertEqual(files_in_directory, 2)
+    self.assertEqual(count_cache_items(), 2)
     # TODO: create a test for calling pmap with the same input more than once
 
   def test_jit(self):
     f = jit(lambda x: x * x)
     f(1)
-    files_in_directory = len(os.listdir(self.tmpdir))
-    self.assertEqual(files_in_directory, 1)
+    self.assertEqual(count_cache_items(), 1)
     f(1.0)
-    files_in_directory = len(os.listdir(self.tmpdir))
-    self.assertEqual(files_in_directory, 2)
+    self.assertEqual(count_cache_items(), 2)
 
   def test_xla_autofdo_profile_version(self):
     original_profile_version = config.jax_xla_profile_version.value
     with config.jax_xla_profile_version(original_profile_version + 1):
       f = jit(lambda x: x * x)
       f(1)
-      files_in_cache_directory = os.listdir(self.tmpdir)
-      self.assertLen(files_in_cache_directory, 1)
+      self.assertEqual(count_cache_items(), 1)
       # Clear the cache directory, then update the profile version and execute
       # again. The in-memory caches should be invalidated and a new persistent
       # cache entry created.
-      os.unlink(os.path.join(self.tmpdir, files_in_cache_directory[0]))
+      clear_cache()
       with config.jax_xla_profile_version(original_profile_version + 2):
         f(1)
-        files_in_directory = len(os.listdir(self.tmpdir))
-        self.assertEqual(files_in_directory, 1)
+        self.assertEqual(count_cache_items(), 1)
 
   @jtu.with_mesh([("x", 2)])
   def test_pjit(self):
@@ -200,12 +221,10 @@ def f(x, y):
     shape = (8, 8)
     x = np.arange(math.prod(shape), dtype=np.int64).reshape(shape)
     f(x, x + 1)
-    files_in_directory = len(os.listdir(self.tmpdir))
-    self.assertEqual(files_in_directory, 1)
+    self.assertEqual(count_cache_items(), 1)
     x = np.arange(math.prod(shape), dtype=np.float32).reshape(shape)
     f(x, x + 1)
-    files_in_directory = len(os.listdir(self.tmpdir))
-    self.assertEqual(files_in_directory, 2)
+    self.assertEqual(count_cache_items(), 2)
 
   @jtu.with_mesh([("x", 2)])
   def test_xmap(self):
@@ -219,14 +238,12 @@ def f(x):
     xmap(
         f, in_axes=["a", ...], out_axes=["a", ...], axis_resources={"a": "x"}
     )(x)
-    files_in_directory = len(os.listdir(self.tmpdir))
-    self.assertEqual(files_in_directory, 1)
+    self.assertEqual(count_cache_items(), 1)
     x = np.arange(8, dtype=np.float32).reshape((2, 2, 2))
     xmap(
         f, in_axes=["a", ...], out_axes=["a", ...], axis_resources={"a": "x"}
     )(x)
-    files_in_directory = len(os.listdir(self.tmpdir))
-    self.assertEqual(files_in_directory, 2)
+    self.assertEqual(count_cache_items(), 2)
 
   def test_cache_write_warning(self):
     f = jit(lambda x: x * x)
@@ -280,8 +297,7 @@ def test_min_entry_size(self):
       config.persistent_cache_min_entry_size_bytes(1048576),  # 1MiB
     ):
       jit(lambda x: x + 1)(1)
-      files_in_cache = len(os.listdir(self.tmpdir))
-      self.assertEqual(files_in_cache, 0)
+      self.assertEqual(count_cache_items(), 0)
 
   def test_min_compile_time(self):
     with (
@@ -291,14 +307,12 @@ def test_min_compile_time(self):
       # Mock time to progress in small intervals so compilation time is small.
       with mock.patch("time.monotonic", side_effect=np.arange(0, 10, 0.1)):
         jit(lambda x: x + 1)(1)
-        files_in_cache = len(os.listdir(self.tmpdir))
-        self.assertEqual(files_in_cache, 0)
+        self.assertEqual(count_cache_items(), 0)
 
       # Mock time to progress in large intervals so compilation time is large.
       with mock.patch("time.monotonic", side_effect=np.arange(0, 100, 10)):
         jit(lambda x: x + 2)(1)
-        files_in_cache = len(os.listdir(self.tmpdir))
-        self.assertEqual(files_in_cache, 1)
+        self.assertEqual(count_cache_items(), 1)
 
   # This is perhaps related to mocking time.monotonic?
   @unittest.skipIf(platform.system() == "Windows", "Test fails on Windows")
@@ -408,7 +422,7 @@ def test_cache_write_with_process_restriction(self, process_id):
     ):
       jit(lambda x: x + 1)(1)
 
-      files_in_directory = len(os.listdir(self.tmpdir))
+      files_in_directory = count_cache_items()
       if process_id == 0:
         self.assertEqual(files_in_directory, 1)
       elif process_id == 1:
@@ -446,8 +460,7 @@ def test_jit(self):
     with config.enable_compilation_cache(False):
       f = jit(lambda x: x * x)
       f(1)
-      files_in_directory = len(os.listdir(self.tmpdir))
-      self.assertEqual(files_in_directory, 0)
+      self.assertEqual(count_cache_items(), 0)
 
 
 if __name__ == "__main__":