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Here, it extracts the specified file in a remote machine. tar -xzOf file.tar.gz file_you_want_to_extract | ssh user@host 'cat > /path/to/destination_file'

My requirement is that I want to extract all the files in to the remote machine. How can i achieve this ?

tar -xzOf file.tar.gz | ssh user@host 'cat > /path_dir'

All the files in file.tar.gz should be extracted in the remote host in /path_dir .

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cat myfile.tgz | ssh user@host "tar xzf - -C /some/dir"
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