Docker desktop distro missing on wsl2 windows

It came with Docker Desktop 4.30.0

https://docs.docker.com/desktop/release-notes/#4300

For Windows

  • Added a simplified provisioning mode for WSL2 that avoids the need for the ancillary docker-desktop-data WSL distribution (experimental).

Since this is experimental, I can’t tell why it was installed for you without that distribution.