Hello Chen,
-- You should refer to the "Best practices for importing and exporting data" documentation page, of value in itself, but also for the link to Exporting data for import into Cloud SQL, with a highly significant sub-chapter on "Exporting without views using mysqldump" sub-chapter. You must use the --databases option to specify an explicit list of databases to import, and this list must not contain the mysql system database.
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