I suggest you refer to this support article, as the article said you can export a diagram as a PDF file and print in PDF:
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you can try to give a feedback to Microsoft about this behavior:
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copy and past into Excel... then print. It is the only way i have found it to work when i can get more that all on one page or only the first page.
hope this helps.