Merge pull request #18753 from jakevdp:warnings-tests

PiperOrigin-RevId: 586739682

jax/_src/test_util.py

@@ -1040,9 +1040,9 @@ class JaxTestCase(parameterized.TestCase):
 
   @contextmanager
   def assertNoWarnings(self):
-    with warnings.catch_warnings(record=True) as caught_warnings:
+    with warnings.catch_warnings():
+      warnings.simplefilter("error")
       yield
-    self.assertEmpty(caught_warnings)
 
   def _CompileAndCheck(self, fun, args_maker, *, check_dtypes=True, tol=None,
                        rtol=None, atol=None, check_cache_misses=True):
@@ -1124,9 +1124,9 @@ class BufferDonationTestCase(JaxTestCase):
 
 
 @contextmanager
-def ignore_warning(**kw):
+def ignore_warning(*, message='', category=Warning, **kw):
   with warnings.catch_warnings():
-    warnings.filterwarnings("ignore", **kw)
+    warnings.filterwarnings("ignore", message=message, category=category, **kw)
     yield
 
 # -------------------- Mesh parametrization helpers --------------------

tests/api_test.py

@@ -34,7 +34,6 @@ import sys
 import types
 from typing import Callable, NamedTuple, Optional
 import unittest
-import warnings
 import weakref
 
 from absl import logging
@@ -394,16 +393,9 @@ class JitTest(jtu.BufferDonationTestCase):
     y = jnp.array([1, 2], jnp.int32)
     f = jit(lambda x, y: x.sum() + jnp.float32(y.sum()),
                  **{argnum_type: argnum_val})
-    with warnings.catch_warnings(record=True) as w:
-      warnings.simplefilter("always")
+    with self.assertWarnsRegex(UserWarning, "Some donated buffers were not usable"):
       f(x, y)
 
-      self.assertLen(w, 1)
-      self.assertTrue(issubclass(w[-1].category, UserWarning))
-      self.assertIn(
-          "Some donated buffers were not usable:",
-          str(w[-1].message))
-
   @parameterized.named_parameters(
       ("argnums", "donate_argnums", 0),
       ("argnames", "donate_argnames", 'x'),
@@ -480,8 +472,7 @@ class JitTest(jtu.BufferDonationTestCase):
 
     x = jnp.asarray([0, 1])
     x_copy = jnp.array(x, copy=True)
-    with warnings.catch_warnings():
-      warnings.simplefilter("ignore")
+    with jtu.ignore_warning():
       _test(x)  # donation
 
     # Gives: RuntimeError: Invalid argument: CopyToHostAsync() called on invalid buffer.
@@ -2879,10 +2870,9 @@ class APITest(jtu.JaxTestCase):
 
   def test_dtype_from_builtin_types(self):
     for dtype in [bool, int, float, complex]:
-      with warnings.catch_warnings(record=True) as caught_warnings:
+      with self.assertNoWarnings():
         x = jnp.array(0, dtype=dtype)
-      self.assertEmpty(caught_warnings)
-      assert x.dtype == dtypes.canonicalize_dtype(dtype)
+      self.assertEqual(x.dtype, dtypes.canonicalize_dtype(dtype))
 
   def test_dtype_warning(self):
     # cf. issue #1230
@@ -2890,24 +2880,10 @@ class APITest(jtu.JaxTestCase):
       raise unittest.SkipTest("test only applies when x64 is disabled")
 
     def check_warning(warn, nowarn):
-      with warnings.catch_warnings(record=True) as w:
-        warnings.simplefilter("always")
-
-        nowarn()  # get rid of extra startup warning
-
-        prev_len = len(w)
-        nowarn()
-        assert len(w) == prev_len
-
+      with self.assertWarnsRegex(UserWarning, "Explicitly requested dtype"):
         warn()
-        assert len(w) > 0
-        msg = str(w[-1].message)
-        expected_prefix = "Explicitly requested dtype "
-        self.assertEqual(expected_prefix, msg[:len(expected_prefix)])
-
-        prev_len = len(w)
+      with self.assertNoWarnings():
         nowarn()
-        assert len(w) == prev_len
 
     check_warning(lambda: jnp.array([1, 2, 3], dtype="float64"),
                   lambda: jnp.array([1, 2, 3], dtype="float32"))

tests/jaxpr_effects_test.py

@@ -14,7 +14,6 @@
 import functools
 import threading
 import unittest
-import warnings
 
 from absl.testing import absltest
 import jax
@@ -535,8 +534,7 @@ class EffectfulJaxprLoweringTest(jtu.JaxTestCase):
     def f(x):
       effect_p.bind(effect=bar_effect)
       return x + 1
-    with warnings.catch_warnings():
-      warnings.simplefilter("ignore")
+    with jtu.ignore_warning():
       f(jnp.arange(jax.device_count()))  # doesn't crash
 
   def test_cant_jit_and_pmap_function_with_ordered_effects(self):

tests/lax_numpy_indexing_test.py

@@ -18,7 +18,6 @@ from functools import partial
 import itertools
 import typing
 from typing import Any, Optional
-import warnings
 
 from absl.testing import absltest
 from absl.testing import parameterized
@@ -1524,10 +1523,8 @@ class IndexedUpdateTest(jtu.JaxTestCase):
   def testIndexDtypeError(self):
     # https://github.com/google/jax/issues/2795
     jnp.array(1)  # get rid of startup warning
-    with warnings.catch_warnings(record=True) as w:
-      warnings.simplefilter("error")
+    with self.assertNoWarnings():
       jnp.zeros(5).at[::2].set(1)
-      self.assertLen(w, 0)
 
   @jtu.sample_product(
     [dict(idx=idx, idx_type=idx_type)

tests/lax_numpy_test.py

@@ -25,7 +25,6 @@ import platform
 from typing import cast, Optional
 import unittest
 from unittest import SkipTest
-import warnings
 
 from absl.testing import absltest
 from absl.testing import parameterized
@@ -4564,8 +4563,7 @@ class LaxBackedNumpyTests(jtu.JaxTestCase):
     self.assertArraysEqual(np.r_['0,4,-2', [1,2,3], [4,5,6]], jnp.r_['0,4,-2', [1,2,3], [4,5,6]])
 
     # matrix directives
-    with warnings.catch_warnings():
-      warnings.filterwarnings("ignore", category=PendingDeprecationWarning)
+    with jtu.ignore_warning(category=PendingDeprecationWarning):
       self.assertArraysEqual(np.r_['r',[1,2,3], [4,5,6]], jnp.r_['r',[1,2,3], [4,5,6]])
       self.assertArraysEqual(np.r_['c', [1, 2, 3], [4, 5, 6]], jnp.r_['c', [1, 2, 3], [4, 5, 6]])
 
@@ -4613,8 +4611,7 @@ class LaxBackedNumpyTests(jtu.JaxTestCase):
     self.assertArraysEqual(np.c_['0,4,-1', [1,2,3], [4,5,6]], jnp.c_['0,4,-1', [1,2,3], [4,5,6]])
     self.assertArraysEqual(np.c_['0,4,-2', [1,2,3], [4,5,6]], jnp.c_['0,4,-2', [1,2,3], [4,5,6]])
     # matrix directives, avoid numpy deprecation warning
-    with warnings.catch_warnings():
-      warnings.filterwarnings("ignore", category=PendingDeprecationWarning)
+    with jtu.ignore_warning(category=PendingDeprecationWarning):
       self.assertArraysEqual(np.c_['r',[1,2,3], [4,5,6]], jnp.c_['r',[1,2,3], [4,5,6]])
       self.assertArraysEqual(np.c_['c', [1, 2, 3], [4, 5, 6]], jnp.c_['c', [1, 2, 3], [4, 5, 6]])
 
@@ -5497,8 +5494,7 @@ def _dtypes_for_ufunc(name: str) -> Iterator[tuple[str, ...]]:
   for arg_dtypes in itertools.product(_available_numpy_dtypes, repeat=func.nin):
     args = (np.ones(1, dtype=dtype) for dtype in arg_dtypes)
     try:
-      with warnings.catch_warnings():
-        warnings.filterwarnings("ignore", "divide by zero", RuntimeWarning)
+      with jtu.ignore_warning(category=RuntimeWarning, message="divide by zero"):
         _ = func(*args)
     except TypeError:
       pass

tests/memories_test.py

@@ -14,7 +14,6 @@
 
 import functools
 import math
-import warnings
 from absl.testing import absltest
 from absl.testing import parameterized
 from absl import flags
@@ -929,14 +928,9 @@ class MemoriesComputationTest(jtu.BufferDonationTestCase):
     def f(x):
       return x * 2
 
-    with warnings.catch_warnings(record=True) as w:
-      warnings.simplefilter("always")
+    with self.assertWarnsRegex(UserWarning, "Some donated buffers were not usable"):
       f(inp)
 
-      self.assertLen(w, 1)
-      self.assertTrue(issubclass(w[-1].category, UserWarning))
-      self.assertIn("Some donated buffers were not usable:", str(w[-1].message))
-
     lowered_text = f.lower(inp).as_text("hlo")
     self.assertNotIn("input_output_alias", lowered_text)
     self.assertNotDeleted(inp)

tests/pmap_test.py

@@ -24,7 +24,6 @@ import re
 from typing import Optional, cast
 import unittest
 from unittest import SkipTest
-import warnings
 import weakref
 
 import numpy as np
@@ -1848,14 +1847,9 @@ class PythonPmapTest(jtu.JaxTestCase):
 
     def foo(x): return x
 
-    with warnings.catch_warnings(record=True) as w:
-      warnings.simplefilter("always")
+    with self.assertWarnsRegex(UserWarning, "The jitted function foo includes a pmap"):
       jit(self.pmap(foo))(jnp.arange(device_count))
 
-      self.assertGreaterEqual(len(w), 1)
-      self.assertIn("The jitted function foo includes a pmap",
-                    str(w[-1].message))
-
   def testJitOfPmapOutputSharding(self):
     device_count = jax.device_count()
 

tests/xla_bridge_test.py

@@ -355,12 +355,8 @@ class GetBackendTest(jtu.JaxTestCase):
       xb.get_backend("none")
 
   def cpu_fallback_warning(self):
-    with warnings.catch_warnings(record=True) as w:
-      warnings.simplefilter("always")
+    with self.assertWarnsRegex(UserWarning, "No GPU/TPU found, falling back to CPU"):
       xb.get_backend()
-      self.assertLen(w, 1)
-      msg = str(w[-1].message)
-      self.assertIn("No GPU/TPU found, falling back to CPU", msg)
 
   def test_jax_platforms_flag(self):
     self._register_factory("platform_A", 20, assert_used_at_most_once=True)