$cache_key is unconditionally called in $cache->setKey($cache_key, $data) but is only defined if the previous condition if ($is_cacheable && $is_locally_cacheable && !$dev_mode) was true.
Thus initialize the variable to avoid a theoretical exception. (No additional null check is needed as $cache gets defined in the same condition.)

Carefully read the code.