I have googled it but can not find a direct answer. I have a mysql database that I want to import into Oracle Can I just use mysql dumps?
No, you have to use some ETL (Export, Transform, Load) tool.
Oracle SQL Developer has an inbuilt feature to migrate MySQL DB to Oracle.
Try this link - this is to migrate MySQL to Oracle.
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