Repository: kubernetes
Issue: crictl shows the compressed size, and is inconsistent with docker images
Labels: kind/documentation,sig/node,kind/feature,priority/important-longterm,triage/accepted

### What happened?

Running `crictl images` (latest version) shows the compressed size of each image, which is both misleading and inconsistent with `docker images`, which instead shows the uncompressed size.

See kubernetes-sigs/cri-tools#1264; the inconsistency happens because in the CRI-API there is no reference on which size (blob or uncompressed) should be shown by the runtime. 

Using the blob size is misleading as it may trick users into thinking images are using less disk space than they are in reality.

### What did you expect to happen?

The CRI-API needs to decide which size to handle (blob/compressed, i.e. the size of images as stored in the registry and as transferred over the network; uncompressed, i.e., the actual size once images have been `gunzip`-ped) and enforce that for each runtime.

### How can we reproduce it (as minimally and precisely as possible)?


Assume I download the latest `nginx` image. Running a simple pod and inspecting the contents of the image cache with `crictl` yields:

```
IMAGE                                  TAG                 IMAGE ID            SIZE
docker.io/library/nginx                latest              f5a6b296b8a29       70.5MB
[...]
```

Downloading the exact image with `docker pull` on the same machine and running `docker images` yields:

```
REPOSITORY   TAG       IMAGE ID       CREATED      SIZE
nginx        latest    f5a6b296b8a2   5 days ago   187MB
```

`crictl` shows the compressed size, while `docker images` shows the uncompressed (on disk) size.

### Anything else we need to know?

See discussion on issue kubernetes-sigs/cri-tools#1264 for further details.

### Kubernetes version

<details>

```console
$ kubectl version -o yaml
clientVersion:
  buildDate: "2023-04-14T13:21:19Z"
  compiler: gc
  gitCommit: 4c9411232e10168d7b050c49a1b59f6df9d7ea4b
  gitTreeState: clean
  gitVersion: v1.27.1
  goVersion: go1.20.3
  major: "1"
  minor: "27"
  platform: linux/amd64
kustomizeVersion: v5.0.1
serverVersion:
  buildDate: "2023-08-24T00:42:11Z"
  compiler: gc
  gitCommit: 93e0d7146fb9c3e9f68aa41b2b4265b2fcdb0a4c
  gitTreeState: clean
  gitVersion: v1.27.5
  goVersion: go1.20.7
  major: "1"
  minor: "27"
  platform: linux/amd64
```

</details>


### Cloud provider

<details>
  Private cloud
</details>


### OS version

<details>

- OS (e.g: `cat /etc/os-release`):

```
NAME="Ubuntu"
VERSION="20.04.6 LTS (Focal Fossa)"
ID=ubuntu
ID_LIKE=debian
PRETTY_NAME="Ubuntu 20.04.6 LTS"
VERSION_ID="20.04"
HOME_URL="https://www.ubuntu.com/"
SUPPORT_URL="https://help.ubuntu.com/"
BUG_REPORT_URL="https://bugs.launchpad.net/ubuntu/"
PRIVACY_POLICY_URL="https://www.ubuntu.com/legal/terms-and-policies/privacy-policy"
VERSION_CODENAME=focal
UBUNTU_CODENAME=focal
```
- Kernel (e.g. `uname -a`):
```
Linux worker2 5.4.0-146-generic #163-Ubuntu SMP Fri Mar 17 18:26:02 UTC 2023 x86_64 x86_64 x86_64 GNU/Linux
```
</details>


### Install tools

<details>
  None.
</details>


### Container runtime (CRI) and version (if applicable)

<details>

- `crictl version` 

```
Version:  0.1.0
RuntimeName:  containerd
RuntimeVersion:  1.6.22
RuntimeApiVersion:  v1
```

- `crictl --version` 

```
crictl version v1.28.0
```

</details>


### Related plugins (CNI, CSI, ...) and versions (if applicable)

<details>

</details>