I often (many times over many months) have the experience when downloading fresh updates via pip with a package version specified (e.g. serrano==0.9.1b2) that pip reports "No distributions matching the version", even though when I go to the PyPI web site, the package is shown with that version. For instance, the following three packages were updated on PyPI yesterday, but pip can't download them: serrano==0.9.1b2, avocado==0.9.1b1, cilantro==0.9.1b10. Attached is the relevant section of pip.log for the avocado package.
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