Use `os.path.splitext()` to reliably get the file extension, including the dot, which helps in distinguishing files without an extension from those with one.
Prefer using `pathlib.Path.suffix` in modern Python (3.4+) for a more object-oriented approach, which directly provides the extension with the dot.
When using `split('.')` method, ensure the file name does not contain dots other than the one before the extension to avoid incorrect results.
Always validate that an extension was actually found to properly handle extension-less files and avoid unexpected behavior in your applications.
Ensure that the file path is correctly formatted and accessible before attempting to extract the extension to prevent runtime errors.
Consider using `pathlib.Path.suffixes` if dealing with files that might have multiple extensions, like `.tar.gz`, to capture all parts accurately.
When using `os.path.splitext()`, be aware that it will return an empty string as the extension for files starting with a dot unless there's another dot present.
For web URLs or paths that might contain parameters or fragments, preprocess the string to isolate the file name before extracting the extension to ensure accuracy.
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