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How to download this oracle database with my wget or curl on the CentOS release 6.9?

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The Oracle supports basic authentication when downloading the files.

You can try:

 wget [email protected] --ask-password "http://download.oracle.com/otn/linux/oracle12c/121020/linuxamd64_12102_database_1of2.zip" -O file1of2

and

wget [email protected] --ask-password "http://download.oracle.com/otn/linux/oracle12c/121020/linuxamd64_12102_database_2of2.zip" -O file2of2

You'll be prompted for the password.

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