Skip to content
Draft
Show file tree
Hide file tree
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
3 changes: 2 additions & 1 deletion drugex/training/scorers/rocs_cdpkit.py
Original file line number Diff line number Diff line change
Expand Up @@ -399,7 +399,8 @@ def getScores(self, mols, frags=None) -> np.ndarray:
if not unique_smiles:
return np.zeros((len(mols), num_groups))

with tempfile.TemporaryDirectory() as tmpdir:
# Cleanup failures on network filesystems must not discard completed scores.
with tempfile.TemporaryDirectory(ignore_cleanup_errors=True) as tmpdir:
conf_file = self.conformer_generator.genConformers(unique_smiles, tmpdir)
if not os.path.exists(conf_file):
if self.show_progress:
Expand Down
3 changes: 2 additions & 1 deletion drugex/training/scorers/rocs_rdkit.py
Original file line number Diff line number Diff line change
Expand Up @@ -414,7 +414,8 @@ def getScores(
if not unique_smiles:
return scores

with tempfile.TemporaryDirectory() as tmpdir:
# Cleanup failures on network filesystems must not discard completed scores.
with tempfile.TemporaryDirectory(ignore_cleanup_errors=True) as tmpdir:
conf_file = self.conformer_generator.genConformers(unique_smiles, tmpdir)
if not os.path.exists(conf_file):
if self.show_progress:
Expand Down
70 changes: 70 additions & 0 deletions drugex/training/scorers/runtime_tests.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,70 @@
"""Regression tests for scorer temporary-directory behavior."""

import unittest
from unittest.mock import MagicMock, patch

import numpy as np

from drugex.training.scorers import rocs_cdpkit, rocs_rdkit
from drugex.training.scorers.rocs_cdpkit import CDPKitROCSScorer
from drugex.training.scorers.rocs_rdkit import RDKitROCSScorer


class _MissingConformerGenerator:
"""Return a missing file after the scorer enters its temporary directory."""

def genConformers(self, smiles, output_dir):
return f"{output_dir}/missing.sdf"


def _temporary_directory_mock():
manager = MagicMock()
manager.__enter__.return_value = "/tmp/drugex-scorer-test"
manager.__exit__.return_value = False
return manager


class TemporaryDirectoryTests(unittest.TestCase):
"""Verify both open-source backends request cleanup-error tolerance."""

def test_rdkit_ignores_cleanup_errors(self):
scorer = object.__new__(RDKitROCSScorer)
scorer.group_to_indices = [[0]]
scorer.show_progress = False
scorer.conformer_generator = _MissingConformerGenerator()
manager = _temporary_directory_mock()

with patch.object(
rocs_rdkit.tempfile,
"TemporaryDirectory",
return_value=manager,
) as temporary_directory:
scores = scorer.getScores(["CCO"])

temporary_directory.assert_called_once_with(ignore_cleanup_errors=True)
np.testing.assert_array_equal(scores, np.zeros((1, 1)))

@unittest.skipUnless(
rocs_cdpkit.CDPL_AVAILABLE,
"CDPKit is not available",
)
def test_cdpkit_ignores_cleanup_errors(self):
scorer = object.__new__(CDPKitROCSScorer)
scorer.group_to_indices = [[0]]
scorer.show_progress = False
scorer.conformer_generator = _MissingConformerGenerator()
manager = _temporary_directory_mock()

with patch.object(
rocs_cdpkit.tempfile,
"TemporaryDirectory",
return_value=manager,
) as temporary_directory:
scores = scorer.getScores(["CCO"])

temporary_directory.assert_called_once_with(ignore_cleanup_errors=True)
np.testing.assert_array_equal(scores, np.zeros((1, 1)))


if __name__ == "__main__":
unittest.main()