docker compose up does not create new task on same image tag

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Description I have a docker compose file in which I run different services. Each with a tag XXX.dkr.ecr.us-east-1.amazonaws.com/IMAGE:prod

This image gets updated before deploying but the tag is the same. When running docker-compose up, no new task is created even though a new tag has been created.

I tried doing a docker convert to see what the Cloudformation would be:

But my task definition is not using the same hash

Is it a bad pattern or a solution?

Steps to reproduce the issue:

1. docker compose up
2. deploy
3. docker compose up

Describe the results you received: No new deployment is done

Describe the results you expected: A new deployment is done

Additional information you deem important (e.g. issue happens only occasionally):

Output of docker-compose --version:

$ docker compose version                                                                
Docker Compose version dev

Output of docker version:

Client:
 Cloud integration: v1.0.24
 Version:           20.10.14
 API version:       1.41
 Go version:        go1.18
 Git commit:        a224086349
 Built:             Thu Mar 24 08:56:17 2022
 OS/Arch:           linux/amd64
 Context:           windrose-dashboard-staging
 Experimental:      true

Server:
 Engine:
  Version:          20.10.14
  API version:      1.41 (minimum version 1.12)
  Go version:       go1.18
  Git commit:       87a90dc786
  Built:            Thu Mar 24 08:56:03 2022
  OS/Arch:          linux/amd64
  Experimental:     true
 containerd:
  Version:          v1.6.2
  GitCommit:        de8046a5501db9e0e478e1c10cbcfb21af4c6b2d.m
 runc:
  Version:          1.1.1
  GitCommit:        
 docker-init:
  Version:          0.19.0
  GitCommit:        de40ad0

Output of docker context show:
You can also run docker context inspect context-name to give us more details but don't forget to remove sensitive content.

[
    {
        "Name": "windrose-dashboard-staging",
        "Metadata": {
            "Type": "ecs"
        },
        "Endpoints": {
            "docker": {
                "SkipTLSVerify": false
            },
            "ecs": {
                "Profile": "default"
            }
        },
        "TLSMaterial": {},
        "Storage": {
            "MetadataPath": hidden
            "TLSPath": hidden
        }
    }
]

Output of docker info:

not available on ECS

Otherwise

Client:
 Context:    default
 Debug Mode: false
 Plugins:
  buildx: Docker Buildx (Docker Inc., v0.8.1-docker)
  compose: Docker Compose (Docker Inc., v2.2.3)

Server:
 Containers: 7
  Running: 7
  Paused: 0
  Stopped: 0
 Images: 11
 Server Version: 20.10.14
 Storage Driver: overlay2
  Backing Filesystem: extfs
  Supports d_type: true
  Native Overlay Diff: false
  userxattr: false
 Logging Driver: json-file
 Cgroup Driver: cgroupfs
 Cgroup Version: 1
 Plugins:
  Volume: local
  Network: bridge host ipvlan macvlan null overlay
  Log: awslogs fluentd gcplogs gelf journald json-file local logentries splunk syslog
 Swarm: inactive
 Runtimes: io.containerd.runc.v2 io.containerd.runtime.v1.linux nvidia runc
 Default Runtime: runc
 Init Binary: docker-init
 containerd version: de8046a5501db9e0e478e1c10cbcfb21af4c6b2d.m
 runc version: 
 init version: de40ad0
 Security Options:
  apparmor
  seccomp
   Profile: default
 Kernel Version: 5.15.32-1-MANJARO
 Operating System: Manjaro Linux
 OSType: linux
 Architecture: x86_64
 CPUs: 12
 Total Memory: 31.23GiB
 Name: david
 ID: 4J7F:LTV6:ILSK:7HNW:YGV7:W5CP:KG4R:7NKO:ENWD:7VCA:FW3S:WWX7
 Docker Root Dir: /home/david/docker
 Debug Mode: false
 Username: dbensoussan
 Registry: https://index.docker.io/v1/
 Labels:
 Experimental: true
 Insecure Registries:
  brisa-acer.local:5000
  127.0.0.0/8
 Live Restore Enabled: false