HyukjinKwon commented on code in PR #40793:
URL: https://github.com/apache/spark/pull/40793#discussion_r1168434979
##########
python/pyspark/ml/tests/connect/test_parity_torch_distributor.py:
##########
@@ -33,38 +32,48 @@
TorchDistributorLocalUnitTestsMixin,
TorchDistributorDistributedUnitTestsMixin,
TorchWrapperUnitTestsMixin,
+ set_up_test_dirs,
+ get_local_mode_conf,
+ get_distributed_mode_conf,
)
@unittest.skipIf(not have_torch, "torch is required")
class TorchDistributorBaselineUnitTestsOnConnect(
TorchDistributorBaselineUnitTestsMixin, unittest.TestCase
):
- def setUp(self) -> None:
- self.spark = SparkSession.builder.remote("local[4]").getOrCreate()
+ @classmethod
+ def setUpClass(cls):
+ cls.spark = SparkSession.builder.remote("local[4]").getOrCreate()
- def tearDown(self) -> None:
- self.spark.stop()
+ @classmethod
+ def tearDownClass(cls):
+ cls.spark.stop()
[email protected]("unstable, ignore for now")
[email protected](not have_torch, "torch is required")
class TorchDistributorLocalUnitTestsOnConnect(
TorchDistributorLocalUnitTestsMixin, unittest.TestCase
):
- def setUp(self) -> None:
- class_name = self.__class__.__name__
- conf = self._get_spark_conf()
- builder = SparkSession.builder.appName(class_name)
- for k, v in conf.getAll():
- if k not in ["spark.master", "spark.remote", "spark.app.name"]:
- builder = builder.config(k, v)
- self.spark = builder.remote("local-cluster[2,2,1024]").getOrCreate()
- self.mnist_dir_path = tempfile.mkdtemp()
-
- def tearDown(self) -> None:
- shutil.rmtree(self.mnist_dir_path)
- os.unlink(self.gpu_discovery_script_file.name)
- self.spark.stop()
+ @classmethod
+ def setUpClass(cls):
+ (gpu_discovery_script_file_name, mnist_dir_path) = set_up_test_dirs()
+ cls.gpu_discovery_script_file_name = gpu_discovery_script_file_name
+ cls.mnist_dir_path = mnist_dir_path
+
+ builder =
SparkSession.builder.appName("TorchDistributorLocalUnitTestsOnConnect")
Review Comment:
`cls.__name__` instead?
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