Fix detection of next version in Fabric's CSVLogger

src/lightning/fabric/CHANGELOG.md

@@ -168,6 +168,9 @@ The format is based on [Keep a Changelog](http://keepachangelog.com/en/1.0.0/).
 - Fixed an issue with hpu imports leading to performance degradation ([#17788](https://github.com/Lightning-AI/lightning/pull/17788))
 
 
+- Fixed computing the next version folder in `CSVLogger` ([#17139](https://github.com/Lightning-AI/lightning/pull/17139), [#17139](https://github.com/Lightning-AI/lightning/pull/17986))
+
+
 ## [2.0.3] - 2023-06-07
 
 - Added support for `Callback` registration through entry points ([#17756](https://github.com/Lightning-AI/lightning/pull/17756))

src/lightning/fabric/loggers/csv_logs.py

@@ -105,7 +105,7 @@ def log_dir(self) -> str:
  """
  # create a pseudo standard path
  version = self.version if isinstance(self.version, str) else f"version_{self.version}"
- return os.path.join(self.root_dir, self.name, version)
+ return os.path.join(self._root_dir, self.name, version)
 
  @property
  @rank_zero_experiment
@@ -120,7 +120,7 @@ def experiment(self) -> "_ExperimentWriter":
  if self._experiment is not None:
  return self._experiment
 
- os.makedirs(self.root_dir, exist_ok=True)
+ os.makedirs(self._root_dir, exist_ok=True)
  self._experiment = _ExperimentWriter(log_dir=self.log_dir)
  return self._experiment
 
@@ -153,14 +153,14 @@ def finalize(self, status: str) -> None:
  self.save()
 
  def _get_next_version(self) -> int:
- root_dir = self.root_dir
+ versions_root = os.path.join(self._root_dir, self.name)
 
- if not self._fs.isdir(root_dir):
- log.warning("Missing logger folder: %s", root_dir)
+ if not self._fs.isdir(versions_root):
+ log.warning("Missing logger folder: %s", versions_root)
  return 0
 
  existing_versions = []
- for d in self._fs.listdir(root_dir):
+ for d in self._fs.listdir(versions_root):
  full_path = d["name"]
  name = os.path.basename(full_path)
  if self._fs.isdir(full_path) and name.startswith("version_"):

tests/tests_fabric/loggers/test_csv.py

@@ -21,23 +21,20 @@
 from lightning.fabric.loggers.csv_logs import _ExperimentWriter
 
 
-def test_file_logger_automatic_versioning(tmpdir):
+def test_file_logger_automatic_versioning(tmp_path):
  """Verify that automatic versioning works."""
- root_dir = tmpdir.mkdir("exp")
- root_dir.mkdir("version_0")
- root_dir.mkdir("version_1")
- logger = CSVLogger(root_dir=root_dir, name="exp")
+ (tmp_path / "exp" / "version_0").mkdir(parents=True)
+ (tmp_path / "exp" / "version_1").mkdir()
+ logger = CSVLogger(root_dir=tmp_path, name="exp")
  assert logger.version == 2
 
 
-def test_file_logger_automatic_versioning_relative_root_dir(tmpdir, monkeypatch):
+def test_file_logger_automatic_versioning_relative_root_dir(tmp_path, monkeypatch):
  """Verify that automatic versioning works, when root_dir is given a relative path."""
- root_dir = tmpdir.mkdir("exp")
- logs_dir = root_dir.mkdir("logs")
- logs_dir.mkdir("version_0")
- logs_dir.mkdir("version_1")
- monkeypatch.chdir(tmpdir)
- logger = CSVLogger(root_dir="exp/logs", name="logs")
+ (tmp_path / "exp" / "logs" / "version_0").mkdir(parents=True)
+ (tmp_path / "exp" / "logs" / "version_1").mkdir()
+ monkeypatch.chdir(tmp_path)
+ logger = CSVLogger(root_dir="exp", name="logs")
  assert logger.version == 2
 
 
@@ -71,7 +68,7 @@ def test_file_logger_no_name(tmpdir, name):
  logger = CSVLogger(root_dir=tmpdir, name=name)
  logger.log_metrics({"a": 1})
  logger.save()
- assert os.path.normpath(logger.root_dir) == tmpdir # use os.path.normpath to handle trailing /
+ assert os.path.normpath(logger._root_dir) == tmpdir # use os.path.normpath to handle trailing /
  assert os.listdir(tmpdir / "version_0")