debug ci: separate cache for each test-case

Author: geetu040

openml/testing.py

@@ -7,6 +7,7 @@
 import os
 import pathlib
 import shutil
+import tempfile
 import time
 import unittest
 from pathlib import Path
@@ -86,7 +87,10 @@ def setUp(self, n_levels: int = 1, tmpdir_suffix: str = "") -> None:
                 f"Cannot find test cache dir, expected it to be {static_cache_dir}!",
             )
 
-        self.static_cache_dir = static_cache_dir
+        self._temp_dir = tempfile.TemporaryDirectory()
+        self.static_cache_dir = Path(self._temp_dir.name)
+        shutil.copytree(static_cache_dir, self.static_cache_dir, dirs_exist_ok=True)
+
         self.cwd = Path.cwd()
         workdir = Path(__file__).parent.absolute()
         tmp_dir_name = self.id() + tmpdir_suffix
@@ -121,6 +125,7 @@ def tearDown(self) -> None:
             if os.name != "nt":
                 # one of the files may still be used by another process
                 raise e
+        self._temp_dir.cleanup()
 
         openml.config.connection_n_retries = self.connection_n_retries
         openml.config.retry_policy = self.retry_policy