While I obviously can't diagnose reliably over the internet, cancer would be among the LEAST likely things that I would think of in your case. The most serious possibility (although rare) would be a leaking blood vessel in your abdomen. Perhaps your gallbladder or a stomach flu are causing these symptoms.
I would recommend a prompt evaluation by an MD to try to get a diagnosis.
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Feel free to ask a follow-up question.