The allowed PKG-INFO fields and their semantics are defined in a series of PEPs, each of which updates the metadata version field.
A given Distribution object parses / exposes the attributes which correspond to the metadata version specified in its PKG-INFO.
You can override the metadata version stored in a given distribution by passing the specific version (as a string) to its constructor. E.g., updating the metadata version here in order to expose the classifiers, which were not defined under version ‘1.0’:
>>> from pkginfo import SDist
>>> mypackage = SDist('docs/examples/mypackage-0.1.tar.gz',
... metadata_version='1.1')
>>> print [str(x) for x in mypackage.classifiers]
['Development Status :: 4 - Beta', 'Environment :: Console (Text Based)']