cachestore: handle cache getting deleted while loading it. Fixes #278
In the unlucky event where the cache gets deleted after the os.path.exists() check but before we get its mtime things would error out. Instead of using os.path.exists() handle the exceptions of the operations which we expect to possibly fail.
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