MAINT added early checks for dependencies for doc building #7828
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This patch addresses at least partially #7793 by adding an early check on the presence of pillow's dependencies. It avoids the documentation to fail building after 20 minutes.
I was not able to build the documentation at this point and am thus unable to confirm that all dependencies are checked for early on.