Do popular compressors skip attempting to compress random data?

Do popular compressors such as gzip, 7z, or others using deflate, detect random data strings and skip attempting to compress said strings for sake of speed?

If so, can I switch off this setting?

Otherwise, how can I implement deflate to attempt to compress a random data string?