A strong recommendation from the community is The Photographer’s Eye, which was specifically suggested as a solid composition reference.

It’s also worth broadening your search beyond photography-only books. Composition principles come from older visual arts such as painting and drawing, and many of those ideas apply directly to photography and cinematography.

If you need something truly comprehensive, especially for research or academic work, the most practical advice is to use a library and a reference librarian. They can help you locate multiple books and sources, including titles outside photography, and may be able to obtain additional references through interlibrary loan.

In short: start with The Photographer’s Eye, but expect that no single book will cover “every rule” exhaustively. For deeper study, combine photography texts with broader visual-art composition resources.