.packit.yaml

@@ -79,7 +79,7 @@ jobs:
     dist_git_branches: &fedora_targets
       - fedora-all
       - epel10
-      - epel10.0
+      - epel9
 
   - job: koji_build
     trigger: commit
@@ -92,4 +92,4 @@ jobs:
     dist_git_branches:
       - fedora-branched # rawhide updates are created automatically
       - epel10
-      - epel10.0
+      - epel9

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@@ -52,6 +52,10 @@ spec:
     params:
     - name: image
       value: $(tasks.init.results.bats-image)
+    - name: git-url
+      value: $(params.git-url)
+    - name: git-revision
+      value: $(params.git-revision)
     - name: envs
       value:
       - RAMALAMA_IMAGE=$(tasks.init.results.ramalama-image)

.tekton/integration/tasks/test-vm-cmd.yaml

@@ -9,6 +9,10 @@ spec:
     description: The platform of the VM to provision
   - name: image
     description: The image to use when setting up the test environment
+  - name: git-url
+    description: The URL of the source code repository
+  - name: git-revision
+    description: The revision of the source code to test
   - name: cmd
     description: The command to run
   - name: envs
@@ -34,6 +38,10 @@ spec:
       name: ssh
     workingDir: /var/workdir
     env:
+    - name: GIT_URL
+      value: $(params.git-url)
+    - name: GIT_REVISION
+      value: $(params.git-revision)
     - name: TEST_IMAGE
       value: $(params.image)
     - name: TEST_CMD
@@ -49,7 +57,13 @@ spec:
       }
 
       log Install packages
-      dnf -y install openssh-clients rsync jq
+      dnf -y install openssh-clients rsync git-core jq
+
+      log Clone source
+      git clone -n "$GIT_URL" source
+      pushd source
+      git checkout "$GIT_REVISION"
+      popd
 
       log Prepare connection
 
@@ -93,7 +107,7 @@ spec:
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       --security-opt unmask=/proc/* \
       --device /dev/net/tun \
-      --device /dev/fuse \
+      -v \$PWD/source:/src \
       ${PODMAN_ENV[*]} \
       $TEST_IMAGE $TEST_CMD
       SCRIPTEOF
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         # ssh once before rsync to retrieve the host key
         ssh $SSH_ARGS "$SSH_HOST" "uname -a"
-        rsync -ra scripts "$SSH_HOST:$BUILD_DIR"
+        rsync -ra scripts source "$SSH_HOST:$BUILD_DIR"
         ssh $SSH_ARGS "$SSH_HOST" "$BUILD_DIR/scripts/test.sh"
         log End VM exec
       else

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@@ -430,7 +432,7 @@ spec:
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         value: clamav-scan
       - name: bundle
-        value: quay.io/konflux-ci/tekton-catalog/task-clamav-scan:0.2@sha256:7749146f7e4fe530846f1b15c9366178ec9f44776ef1922a60d3e7e2b8c6426b
+        value: quay.io/konflux-ci/tekton-catalog/task-clamav-scan:0.2@sha256:9cab95ac9e833d77a63c079893258b73b8d5a298d93aaf9bdd6722471bc2f338
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@@ -475,7 +477,7 @@ spec:
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         value: sast-coverity-check-oci-ta
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-        value: quay.io/konflux-ci/tekton-catalog/task-sast-coverity-check-oci-ta:0.3@sha256:f9ca942208dc2e63b479384ccc56a611cc793397ecc837637b5b9f89c2ecbefe
+        value: quay.io/konflux-ci/tekton-catalog/task-sast-coverity-check-oci-ta:0.3@sha256:c926568ce63e4f63e18bb6a4178caca2e8192f6e3b830bbcd354e6485d29458c
       - name: kind
         value: task
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@@ -522,7 +524,7 @@ spec:
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         value: sast-shell-check-oci-ta
       - name: bundle
-        value: quay.io/konflux-ci/tekton-catalog/task-sast-shell-check-oci-ta:0.1@sha256:bf7bdde00b7212f730c1356672290af6f38d070da2c8a316987b5c32fd49e0b9
+        value: quay.io/konflux-ci/tekton-catalog/task-sast-shell-check-oci-ta:0.1@sha256:808bcaf75271db6a999f53fdefb973a385add94a277d37fbd3df68f8ac7dfaa3
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@@ -593,7 +595,7 @@ spec:
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+        value: quay.io/konflux-ci/tekton-catalog/task-push-dockerfile-oci-ta:0.1@sha256:5d8013b6a27bbc5e4ff261144616268f28417ed0950d583ef36349fcd59d3d3d
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@@ -629,7 +631,7 @@ spec:
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       - name: bundle
-        value: quay.io/konflux-ci/tekton-catalog/task-show-sbom:0.1@sha256:86c069cac0a669797e8049faa8aa4088e70ff7fcd579d5bdc37626a9e0488a05
+        value: quay.io/konflux-ci/tekton-catalog/task-show-sbom:0.1@sha256:1b1df4da95966d08ac6a5b8198710e09e68b5c2cdc707c37d9d19769e65884b2
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@@ -1,42 +0,0 @@
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-kind: PipelineRun
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-    build.appstudio.openshift.io/repo: https://github.com/containers/ramalama?rev={{revision}}
-    build.appstudio.redhat.com/commit_sha: '{{revision}}'
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-    pipelines.appstudio.openshift.io/type: build
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-  namespace: ramalama-tenant
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-    value: '{{source_url}}'
-  - name: revision
-    value: '{{revision}}'
-  - name: output-image
-    value: quay.io/redhat-user-workloads/ramalama-tenant/ramalama-cli:on-pr-{{revision}}
-  - name: image-expires-after
-    value: 5d
-  - name: build-platforms
-    value:
-    - linux-c4xlarge/amd64
-    - linux-c4xlarge/arm64
-  - name: dockerfile
-    value: container-images/ramalama-cli/Containerfile
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-    name: pull-request-pipeline
-  timeouts:
-    pipeline: 6h
-  workspaces:
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-    secret:
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.tekton/ramalama-cli/ramalama-cli-push.yaml

@@ -1,39 +0,0 @@
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-kind: PipelineRun
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-    pipelines.appstudio.openshift.io/type: build
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-  namespace: ramalama-tenant
-spec:
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-    value: '{{source_url}}'
-  - name: revision
-    value: '{{revision}}'
-  - name: output-image
-    value: quay.io/redhat-user-workloads/ramalama-tenant/ramalama-cli:{{revision}}
-  - name: build-platforms
-    value:
-    - linux-c4xlarge/amd64
-    - linux-c4xlarge/arm64
-  - name: dockerfile
-    value: container-images/ramalama-cli/Containerfile
-  pipelineRef:
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-  timeouts:
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-  workspaces:
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-    secret:
-      secretName: '{{ git_auth_secret }}'

.tekton/ramalama-llama-server/ramalama-llama-server-pull-request.yaml

@@ -8,8 +8,8 @@ metadata:
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-    pipelinesascode.tekton.dev/on-cel-expression: >-
+    pipelinesascode.tekton.dev/on-cel-expression: event == "pull_request" && target_branch
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+      == "main"
   labels:
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.tekton/ramalama-llama-server/ramalama-llama-server-push.yaml

@@ -7,8 +7,8 @@ metadata:
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-    pipelinesascode.tekton.dev/on-cel-expression: >-
+    pipelinesascode.tekton.dev/on-cel-expression: event == "push" && target_branch
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+      == "main"
   labels:
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.tekton/ramalama-rag/ramalama-rag-pull-request.yaml

@@ -8,8 +8,8 @@ metadata:
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-    pipelinesascode.tekton.dev/on-cel-expression: >-
+    pipelinesascode.tekton.dev/on-cel-expression: event == "pull_request" && target_branch
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   labels:
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.tekton/ramalama-rag/ramalama-rag-push.yaml

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-    pipelinesascode.tekton.dev/on-cel-expression: >-
+    pipelinesascode.tekton.dev/on-cel-expression: event == "push" && target_branch
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+      == "main"
   labels:
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.tekton/ramalama-whisper-server/ramalama-whisper-server-pull-request.yaml

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-    pipelinesascode.tekton.dev/on-cel-expression: >-
+    pipelinesascode.tekton.dev/on-cel-expression: event == "pull_request" && target_branch
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+      == "main"
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.tekton/ramalama-whisper-server/ramalama-whisper-server-push.yaml

@@ -7,8 +7,8 @@ metadata:
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     pipelinesascode.tekton.dev/max-keep-runs: "3"
-    pipelinesascode.tekton.dev/on-cel-expression: >-
+    pipelinesascode.tekton.dev/on-cel-expression: event == "push" && target_branch
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+      == "main"
   labels:
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.tekton/ramalama/ramalama-pull-request.yaml

@@ -8,8 +8,8 @@ metadata:
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-    pipelinesascode.tekton.dev/on-cel-expression: >-
+    pipelinesascode.tekton.dev/on-cel-expression: event == "pull_request" && target_branch
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+      == "main"
   labels:
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.tekton/ramalama/ramalama-push.yaml

@@ -7,8 +7,8 @@ metadata:
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     pipelinesascode.tekton.dev/max-keep-runs: "3"
-    pipelinesascode.tekton.dev/on-cel-expression: >-
+    pipelinesascode.tekton.dev/on-cel-expression: event == "push" && target_branch
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+      == "main"
   labels:
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.tekton/rocm-llama-server/rocm-llama-server-pull-request.yaml

@@ -8,8 +8,8 @@ metadata:
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     pipelinesascode.tekton.dev/max-keep-runs: "3"
-    pipelinesascode.tekton.dev/on-cel-expression: >-
+    pipelinesascode.tekton.dev/on-cel-expression: event == "pull_request" && target_branch
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+      == "main"
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.tekton/rocm-llama-server/rocm-llama-server-push.yaml

@@ -7,8 +7,8 @@ metadata:
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     pipelinesascode.tekton.dev/max-keep-runs: "3"
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+    pipelinesascode.tekton.dev/on-cel-expression: event == "push" && target_branch
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+      == "main"
   labels:
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.tekton/rocm-rag/rocm-rag-pull-request.yaml

@@ -8,8 +8,8 @@ metadata:
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     pipelinesascode.tekton.dev/max-keep-runs: "3"
-    pipelinesascode.tekton.dev/on-cel-expression: >-
+    pipelinesascode.tekton.dev/on-cel-expression: event == "pull_request" && target_branch
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+      == "main"
   labels:
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.tekton/rocm-rag/rocm-rag-push.yaml

@@ -7,8 +7,8 @@ metadata:
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     pipelinesascode.tekton.dev/max-keep-runs: "3"
-    pipelinesascode.tekton.dev/on-cel-expression: >-
+    pipelinesascode.tekton.dev/on-cel-expression: event == "push" && target_branch
-      event == "push" && target_branch == "main"
+      == "main"
   labels:
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.tekton/rocm-ubi-llama-server/rocm-ubi-llama-server-pull-request.yaml

@@ -8,8 +8,8 @@ metadata:
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     pipelinesascode.tekton.dev/max-keep-runs: "3"
-    pipelinesascode.tekton.dev/on-cel-expression: >-
+    pipelinesascode.tekton.dev/on-cel-expression: event == "pull_request" && target_branch
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+      == "main"
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.tekton/rocm-ubi-llama-server/rocm-ubi-llama-server-push.yaml

@@ -7,8 +7,8 @@ metadata:
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     pipelinesascode.tekton.dev/max-keep-runs: "3"
-    pipelinesascode.tekton.dev/on-cel-expression: >-
+    pipelinesascode.tekton.dev/on-cel-expression: event == "push" && target_branch
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+      == "main"
   labels:
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.tekton/rocm-ubi-rag/rocm-ubi-rag-pull-request.yaml

@@ -8,8 +8,8 @@ metadata:
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     pipelinesascode.tekton.dev/max-keep-runs: "3"
-    pipelinesascode.tekton.dev/on-cel-expression: >-
+    pipelinesascode.tekton.dev/on-cel-expression: event == "pull_request" && target_branch
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+      == "main"
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.tekton/rocm-ubi-rag/rocm-ubi-rag-push.yaml

@@ -7,8 +7,8 @@ metadata:
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     pipelinesascode.tekton.dev/max-keep-runs: "3"
-    pipelinesascode.tekton.dev/on-cel-expression: >-
+    pipelinesascode.tekton.dev/on-cel-expression: event == "push" && target_branch
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+      == "main"
   labels:
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.tekton/rocm-ubi-whisper-server/rocm-ubi-whisper-server-pull-request.yaml

@@ -8,8 +8,8 @@ metadata:
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     pipelinesascode.tekton.dev/max-keep-runs: "3"
-    pipelinesascode.tekton.dev/on-cel-expression: >-
+    pipelinesascode.tekton.dev/on-cel-expression: event == "pull_request" && target_branch
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+      == "main"
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.tekton/rocm-ubi-whisper-server/rocm-ubi-whisper-server-push.yaml

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     pipelinesascode.tekton.dev/max-keep-runs: "3"
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+    pipelinesascode.tekton.dev/on-cel-expression: event == "push" && target_branch
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+      == "main"
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.tekton/rocm-ubi/rocm-ubi-pull-request.yaml

@@ -8,8 +8,8 @@ metadata:
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+    pipelinesascode.tekton.dev/on-cel-expression: event == "pull_request" && target_branch
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+      == "main"
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.tekton/rocm-ubi/rocm-ubi-push.yaml

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+      == "main"
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.tekton/rocm-whisper-server/rocm-whisper-server-pull-request.yaml

@@ -8,8 +8,8 @@ metadata:
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+    pipelinesascode.tekton.dev/on-cel-expression: event == "pull_request" && target_branch
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+      == "main"
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.tekton/rocm-whisper-server/rocm-whisper-server-push.yaml

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.tekton/rocm/rocm-pull-request.yaml

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.tekton/rocm/rocm-push.yaml

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.tekton/tasks/test-cmd.yaml

@@ -7,29 +7,58 @@ spec:
   params:
   - name: image
     description: The image to use when setting up the test environment.
+  - name: source-artifact
+    description: The Trusted Artifact URI pointing to the artifact with the application source code.
   - name: cmd
     description: The command to run.
   - name: envs
     description: List of environment variables (NAME=VALUE) to be set in the test environment.
     type: array
     default: []
-  steps:
+  volumes:
-  - name: run
+  - name: workdir
-    image: $(params.image)
+    emptyDir: {}
+  stepTemplate:
+    volumeMounts:
+    - mountPath: /var/workdir
+      name: workdir
     computeResources:
       limits:
         memory: 4Gi
       requests:
         cpu: "1"
         memory: 1Gi
+  steps:
+  - name: use-trusted-artifact
+    image: quay.io/konflux-ci/build-trusted-artifacts:latest@sha256:4689f88dd253bd1feebf57f1a76a5a751880f739000719cd662bbdc76990a7fd
+    args:
+    - use
+    - $(params.source-artifact)=/var/workdir/source
+  - name: set-env
+    image: $(params.image)
+    workingDir: /var/workdir/source
+    args:
+    - $(params.envs[*])
+    script: |
+      #!/bin/bash -e
+      rm -f .bashenv
+      while [ $# -ne 0 ]; do
+        echo "$1" >> .bashenv
+        shift
+      done
+  - name: run
+    image: $(params.image)
     securityContext:
       capabilities:
         add:
         - SETFCAP
+    workingDir: /var/workdir/source
+    env:
+    - name: BASH_ENV
+      value: .bashenv
     command:
     - /usr/bin/entrypoint.sh
     args:
-    - $(params.envs[*])
     - /bin/bash
     - -ex
     - -c

Makefile

@@ -168,7 +168,7 @@ bats-image:
 	podman inspect $(BATS_IMAGE) &> /dev/null || \
 		podman build -t $(BATS_IMAGE) -f container-images/bats/Containerfile .
 
-bats-in-container: extra-opts = --security-opt unmask=/proc/* --device /dev/net/tun --device /dev/fuse
+bats-in-container: extra-opts = --security-opt unmask=/proc/* --device /dev/net/tun
 
 %-in-container: bats-image
 	podman run -it --rm \

README.md

@@ -2,12 +2,14 @@
 <img src="https://github.com/user-attachments/assets/1a338ecf-dc84-4495-8c70-16882955da47" width=50%>
 </p>
 
-[RamaLama](https://ramalama.ai) strives to make working with AI simple, straightforward, and familiar by using OCI containers.
+[RamaLama](https://ramalama.ai) is an open-source tool that simplifies the local use and serving of AI models for inference from any source through the familiar approach of containers.
 <br>
 <br>
 
 ## Description
-RamaLama is an open-source tool that simplifies the local use and serving of AI models for inference from any source through the familiar approach of containers. It allows engineers to use container-centric development patterns and benefits to extend to AI use cases.
+RamaLama strives to make working with AI simple, straightforward, and familiar by using OCI containers.
+
+RamaLama is an open-source tool that simplifies the local use and serving of AI models for inference from any source through the familiar approach of containers. Using a container engine like Podman, engineers can use container-centric development patterns and benefits to extend to AI use cases.
 
 RamaLama eliminates the need to configure the host system by instead pulling a container image specific to the GPUs discovered on the host system, and allowing you to work with various models and platforms.
 
@@ -21,25 +23,6 @@ RamaLama eliminates the need to configure the host system by instead pulling a c
 - Interact with models via REST API or as a chatbot.
 <br>
 
-## Install
-### Install on Fedora
-RamaLama is available in [Fedora](https://fedoraproject.org/) and later. To install it, run:
-```
-sudo dnf install python3-ramalama
-```
-
-### Install via PyPI
-RamaLama is available via PyPI at [https://pypi.org/project/ramalama](https://pypi.org/project/ramalama)
-```
-pip install ramalama
-```
-
-### Install script (Linux and macOS)
-Install RamaLama by running:
-```
-curl -fsSL https://ramalama.ai/install.sh | bash
-```
-
 ## Accelerated images
 
 | Accelerator                       | Image                      |
@@ -120,6 +103,25 @@ pip install mlx-lm
 ramalama --runtime=mlx serve hf://mlx-community/Unsloth-Phi-4-4bit
 ```
 
+## Install
+### Install on Fedora
+RamaLama is available in [Fedora 40](https://fedoraproject.org/) and later. To install it, run:
+```
+sudo dnf install ramalama
+```
+
+### Install via PyPi
+RamaLama is available via PyPi at [https://pypi.org/project/ramalama](https://pypi.org/project/ramalama)
+```
+pip install ramalama
+```
+
+### Install script (Linux and macOS)
+Install RamaLama by running:
+```
+curl -fsSL https://ramalama.ai/install.sh | bash
+```
+
 #### Default Container Engine
 When both Podman and Docker are installed, RamaLama defaults to Podman. The `RAMALAMA_CONTAINER_ENGINE=docker` environment variable can override this behaviour. When neither are installed, RamaLama will attempt to run the model with software on the local system.
 <br>

container-images/bats/Containerfile

@@ -1,11 +1,12 @@
 FROM quay.io/fedora/fedora:42
 
 ENV HOME=/tmp \
-    XDG_RUNTIME_DIR=/tmp
+    XDG_RUNTIME_DIR=/tmp \
+    STORAGE_DRIVER=vfs
 WORKDIR /src
 ENTRYPOINT ["/usr/bin/entrypoint.sh"]
 
-RUN dnf -y install make bats jq iproute podman openssl httpd-tools diffutils \
+RUN dnf -y install make bats jq iproute podman openssl httpd-tools \
     python3-huggingface-hub \
     $([ $(uname -m) == "x86_64" ] && echo ollama) \
     # for validate and unit-tests
@@ -25,6 +26,4 @@ RUN git clone --depth=1 https://github.com/ggml-org/llama.cpp && \
 
 COPY container-images/bats/entrypoint.sh /usr/bin
 COPY container-images/bats/containers.conf /etc/containers
-COPY . /src
-RUN chmod -R a+rw /src
 RUN chmod a+rw /etc/subuid /etc/subgid

container-images/bats/entrypoint.sh

@@ -3,16 +3,6 @@
 echo "$(id -un):10000:2000" > /etc/subuid
 echo "$(id -un):10000:2000" > /etc/subgid
 
-while [ $# -gt 0 ]; do
-    if [[ "$1" =~ = ]]; then
-        # shellcheck disable=SC2163
-        export "$1"
-        shift
-    else
-        break
-    fi
-done
-
 if [ $# -gt 0 ]; then
     exec "$@"
 else

container-images/openvino/Containerfile

@@ -1,4 +1,4 @@
-FROM registry.access.redhat.com/ubi9/ubi:9.6-1752625787
+FROM registry.access.redhat.com/ubi9/ubi:9.6-1752069608
 
 # Install Python development dependencies
 RUN dnf install -y python3-devel wget compat-openssl11 python3-jinja2 python3-markupsafe

container-images/ramalama-vllm/Containerfile

@@ -1,17 +0,0 @@
-FROM quay.io/ramalama/ramalama
-
-ENV PATH="/root/.local/bin:$PATH"
-ENV VIRTUAL_ENV="/opt/venv"
-ENV UV_PYTHON_INSTALL_DIR="/opt/uv/python"
-ENV PATH="$VIRTUAL_ENV/bin:$PATH"
-
-ENV UV_HTTP_TIMEOUT=500
-
-ENV UV_INDEX_STRATEGY="unsafe-best-match"
-ENV UV_LINK_MODE="copy"
-
-COPY . /src/ramalama
-WORKDIR /src/ramalama
-RUN container-images/scripts/build-vllm.sh
-WORKDIR /
-

container-images/rocm-ubi/Containerfile

@@ -1,4 +1,4 @@
-FROM registry.access.redhat.com/ubi9/ubi:9.6-1752625787
+FROM registry.access.redhat.com/ubi9/ubi:9.6-1752069608
 
 COPY container-images/rocm-ubi/amdgpu.repo /etc/yum.repos.d/
 COPY container-images/rocm-ubi/rocm.repo /etc/yum.repos.d/

container-images/scripts/build-vllm.sh

@@ -1,90 +0,0 @@
-#!/bin/bash
-
-available() {
-  command -v "$1" >/dev/null
-}
-
-install_deps() {
-  set -eux -o pipefail
-
-  if available dnf; then
-    dnf install -y git curl wget ca-certificates gcc gcc-c++ \
-      gperftools-libs numactl-devel ffmpeg libSM libXext mesa-libGL jq lsof \
-      vim numactl
-    dnf -y clean all
-    rm -rf /var/cache/*dnf*
-  elif available apt-get; then
-    apt-get update -y
-    apt-get install -y --no-install-recommends git curl wget ca-certificates \
-      gcc g++ libtcmalloc-minimal4 libnuma-dev ffmpeg libsm6 libxext6 libgl1 \
-      jq lsof vim numactl
-    rm -rf /var/lib/apt/lists/*
-  fi
-
-  curl -LsSf https://astral.sh/uv/0.7.21/install.sh | bash
-}
-
-preload_and_ulimit() {
-  local ld_preload_file="libtcmalloc_minimal.so.4"
-  local ld_preload_file_1="/usr/lib/$arch-linux-gnu/$ld_preload_file"
-  local ld_preload_file_2="/usr/lib64/$ld_preload_file"
-  if [ -e "$ld_preload_file_1" ]; then
-    ld_preload_file="$ld_preload_file_1"
-  elif [ -e "$ld_preload_file_2" ]; then
-    ld_preload_file="$ld_preload_file_2"
-  fi
-
-  if [ -e "$ld_preload_file" ]; then
-    echo "LD_PRELOAD=$ld_preload_file" >> /etc/environment
-  fi
-
-  echo 'ulimit -c 0' >> ~/.bashrc
-}
-
-pip_install() {
-  local url="https://download.pytorch.org/whl/cpu"
-  uv pip install -v -r "$1" --extra-index-url $url
-}
-
-git_clone_specific_commit() {
-  local repo="${vllm_url##*/}"
-  git init "$repo"
-  cd "$repo"
-  git remote add origin "$vllm_url"
-  git fetch --depth 1 origin $commit
-  git reset --hard $commit
-}
-
-main() {
-  set -eux -o pipefail
-
-  install_deps
-
-  local arch
-  arch=$(uname -m)
-  preload_and_ulimit
-
-  uv venv --python 3.12 --seed "$VIRTUAL_ENV"
-  uv pip install --upgrade pip
-
-  local vllm_url="https://github.com/vllm-project/vllm"
-  local commit="ac9fb732a5c0b8e671f8c91be8b40148282bb14a"
-  git_clone_specific_commit
-  if [ "$arch" == "x86_64" ]; then
-    export VLLM_CPU_DISABLE_AVX512="0"
-    export VLLM_CPU_AVX512BF16="0"
-    export VLLM_CPU_AVX512VNNI="0"
-  elif [ "$arch" == "aarch64" ]; then
-    export VLLM_CPU_DISABLE_AVX512="true"
-  fi
-
-  pip_install requirements/cpu-build.txt
-  pip_install requirements/cpu.txt
-
-  MAX_JOBS=2 VLLM_TARGET_DEVICE=cpu python3 setup.py install
-  cd -
-  rm -rf vllm /root/.cache
-}
-
-main "$@"
-

container-images/scripts/build_llama_and_whisper.sh

@@ -99,10 +99,10 @@ is_rhel_based() { # doesn't include openEuler
 dnf_install_mesa() {
   if [ "${ID}" = "fedora" ]; then
     dnf copr enable -y slp/mesa-libkrun-vulkan
-    dnf install -y mesa-vulkan-drivers-25.0.7-100.fc42 virglrenderer "${vulkan_rpms[@]}"
+    dnf install -y mesa-vulkan-drivers-25.0.7-100.fc42 "${vulkan_rpms[@]}"
     dnf versionlock add mesa-vulkan-drivers-25.0.7-100.fc42
   else
-    dnf install -y mesa-vulkan-drivers virglrenderer "${vulkan_rpms[@]}"
+    dnf install -y mesa-vulkan-drivers "${vulkan_rpms[@]}"
   fi
 
   rm_non_ubi_repos

container-images/scripts/build_rag.sh

@@ -40,18 +40,7 @@ update_python() {
 }
 
 docling() {
-    case $1 in
+    ${python} -m pip install --prefix=/usr docling docling-core accelerate --extra-index-url https://download.pytorch.org/whl/"$1"
-        cuda)
-            PYTORCH_DIR="cu128"
-            ;;
-        rocm)
-            PYTORCH_DIR="rocm6.3"
-            ;;
-        *)
-            PYTORCH_DIR="cpu"
-            ;;
-    esac
-    ${python} -m pip install --prefix=/usr docling docling-core accelerate --extra-index-url "https://download.pytorch.org/whl/$PYTORCH_DIR"
     # Preloads models (assumes its installed from container_build.sh)
     doc2rag load
 }
@@ -62,8 +51,6 @@ rag() {
 }
 
 to_gguf() {
-    # required to build under GCC 15 until a new release is available, see https://github.com/google/sentencepiece/issues/1108 for details
-    export CXXFLAGS="-include cstdint"
     ${python} -m pip install --prefix=/usr "numpy~=1.26.4" "sentencepiece~=0.2.0" "transformers>=4.45.1,<5.0.0" git+https://github.com/ggml-org/llama.cpp#subdirectory=gguf-py "protobuf>=4.21.0,<5.0.0"
 }
 
@@ -73,9 +60,6 @@ main() {
     # shellcheck disable=SC1091
     source /etc/os-release
 
-    # caching in a container build is unhelpful, and can cause errors
-    export PIP_NO_CACHE_DIR=1
-
     local arch
     arch="$(uname -m)"
     local gpu="${1-cpu}"
@@ -83,14 +67,18 @@ main() {
     python=$(python_version)
     local pkgs
     if available dnf; then
-        pkgs=("git-core" "gcc" "gcc-c++" "cmake")
+        pkgs=("git-core" "gcc" "gcc-c++")
     else
-        pkgs=("git" "gcc" "g++" "cmake")
+        pkgs=("git" "gcc" "g++")
     fi
     if [ "${gpu}" = "cuda" ]; then
         pkgs+=("libcudnn9-devel-cuda-12" "libcusparselt0" "cuda-cupti-12-*")
     fi
 
+    if [[ "$ID" = "fedora" && "$VERSION_ID" -ge 42 ]] ; then
+        pkgs+=("python3-sentencepiece-0.2.0")
+    fi
+
     update_python
     to_gguf
 

container_build.sh

@@ -62,7 +62,7 @@ add_rag() {
     tag=$tag-rag
     containerfile="container-images/common/Containerfile.rag"
     GPU=cpu
-    case "${2##*/}" in
+    case $2 in
 	cuda)
 	    GPU=cuda
 	    ;;

pyproject.toml

@@ -110,7 +110,7 @@ log_cli_date_format = "%Y-%m-%d %H:%M:%S"
 include = ["ramalama", "ramalama.*"]
 
 [tool.setuptools.data-files]
-"share/ramalama" = ["shortnames/shortnames.conf", "docs/ramalama.conf"]
+"share/ramalama" = ["shortnames/shortnames.conf"]
 "share/man/man1" = ["docs/*.1"]
 "share/man/man5" = ["docs/*.5"]
 "share/man/man7" = ["docs/*.7"]

ramalama/cli.py

@@ -133,10 +133,6 @@ def get_parser():
 
 def init_cli():
     """Initialize the RamaLama CLI and parse command line arguments."""
-    # Need to know if we're running with --dryrun or --generate before adding the subcommands,
-    # otherwise calls to accel_image() when setting option defaults will cause unnecessary image pulls.
-    if any(arg in ("--dryrun", "--dry-run", "--generate") or arg.startswith("--generate=") for arg in sys.argv[1:]):
-        CONFIG.dryrun = True
     parser = get_parser()
     args = parse_arguments(parser)
     post_parse_setup(args)
@@ -707,7 +703,7 @@ def _get_source_model(args):
     smodel = New(src, args)
     if smodel.type == "OCI":
         raise ValueError(f"converting from an OCI based image {src} is not supported")
-    if not smodel.exists() and not args.dryrun:
+    if not smodel.exists():
         smodel.pull(args)
     return smodel
 
@@ -1008,8 +1004,6 @@ def serve_parser(subparsers):
 def _get_rag(args):
     if os.path.exists(args.rag):
         return
-    if args.pull == "never" or args.dryrun:
-        return
     model = New(args.rag, args=args, transport="oci")
     if not model.exists():
         model.pull(args)

ramalama/common.py

@@ -127,7 +127,7 @@ def exec_cmd(args, stdout2null: bool = False, stderr2null: bool = False):
         raise
 
 
-def run_cmd(args, cwd=None, stdout=subprocess.PIPE, ignore_stderr=False, ignore_all=False, encoding=None):
+def run_cmd(args, cwd=None, stdout=subprocess.PIPE, ignore_stderr=False, ignore_all=False):
     """
     Run the given command arguments.
 
@@ -137,7 +137,6 @@ def run_cmd(args, cwd=None, stdout=subprocess.PIPE, ignore_stderr=False, ignore_
     stdout: standard output configuration
     ignore_stderr: if True, ignore standard error
     ignore_all: if True, ignore both standard output and standard error
-    encoding: encoding to apply to the result text
     """
     logger.debug(f"run_cmd: {quoted(args)}")
     logger.debug(f"Working directory: {cwd}")
@@ -152,7 +151,7 @@ def run_cmd(args, cwd=None, stdout=subprocess.PIPE, ignore_stderr=False, ignore_
     if ignore_all:
         sout = subprocess.DEVNULL
 
-    result = subprocess.run(args, check=True, cwd=cwd, stdout=sout, stderr=serr, encoding=encoding)
+    result = subprocess.run(args, check=True, cwd=cwd, stdout=sout, stderr=serr)
     logger.debug(f"Command finished with return code: {result.returncode}")
 
     return result
@@ -226,72 +225,34 @@ def engine_version(engine: SUPPORTED_ENGINES) -> str:
     return run_cmd(cmd_args).stdout.decode("utf-8").strip()
 
 
-def load_cdi_yaml(stream) -> dict:
+def resolve_cdi(spec_dirs: List[str]):
-    # Returns a dict containing just the "devices" key, whose value is
+    """Loads all CDI specs from the given directories."""
-    # a list of dicts, each mapping the key "name" to a device name.
-    # For example: {'devices': [{'name': 'all'}]}
-    # This depends on the key "name" being unique to the list of dicts
-    # under "devices" and the value of the "name" key being on the
-    # same line following a colon.
-
-    data = {"devices": []}
-    for line in stream:
-        if ':' in line:
-            key, value = line.split(':', 1)
-            if key.strip() == "name":
-                data['devices'].append({'name': value.strip().strip('"')})
-    return data
-
-
-def load_cdi_config(spec_dirs: List[str]) -> dict | None:
-    # Loads the first YAML or JSON CDI configuration file found in the
-    # given directories."""
-
     for spec_dir in spec_dirs:
         for root, _, files in os.walk(spec_dir):
             for file in files:
-                _, ext = os.path.splitext(file)
+                if file.endswith('.json') or file.endswith('.yaml'):
-                file_path = os.path.join(root, file)
+                    if load_spec(os.path.join(root, file)):
-                if ext in [".yaml", ".yml"]:
+                        return True
-                    try:
+
-                        with open(file_path, "r") as stream:
+    return False
-                            return load_cdi_yaml(stream)
-                    except OSError:
-                        continue
-                elif ext == ".json":
-                    try:
-                        with open(file_path, "r") as stream:
-                            return json.load(stream)
-                    except json.JSONDecodeError:
-                        continue
-                    except UnicodeDecodeError:
-                        continue
-                    except OSError:
-                        continue
-    return None
 
 
-def find_in_cdi(devices: List[str]) -> tuple[List[str], List[str]]:
+def yaml_safe_load(stream) -> dict:
-    # Attempts to find a CDI configuration for each device in devices
+    data = {}
-    # and returns a list of configured devices and a list of
+    for line in stream:
-    # unconfigured devices.
+        if ':' in line:
-    cdi = load_cdi_config(['/etc/cdi', '/var/run/cdi'])
+            key, value = line.split(':', 1)
-    cdi_devices = cdi.get("devices", []) if cdi else []
+            data[key.strip()] = value.strip()
-    cdi_device_names = [name for cdi_device in cdi_devices if (name := cdi_device.get("name"))]
 
-    configured = []
+    return data
-    unconfigured = []
-    for device in devices:
-        if device in cdi_device_names:
-            configured.append(device)
-        # A device can be specified by a prefix of the uuid
-        elif device.startswith("GPU") and any(name.startswith(device) for name in cdi_device_names):
-            configured.append(device)
-        else:
-            perror(f"Device {device} does not have a CDI configuration")
-            unconfigured.append(device)
 
-    return configured, unconfigured
+
+def load_spec(path: str):
+    """Loads a single CDI spec file."""
+    with open(path, 'r') as f:
+        spec = json.load(f) if path.endswith('.json') else yaml_safe_load(f)
+
+    return spec.get('kind')
 
 
 def check_asahi() -> Literal["asahi"] | None:
@@ -317,41 +278,27 @@ def check_metal(args: ContainerArgType) -> bool:
 @lru_cache(maxsize=1)
 def check_nvidia() -> Literal["cuda"] | None:
     try:
-        command = ['nvidia-smi', '--query-gpu=index,uuid', '--format=csv,noheader']
+        command = ['nvidia-smi']
-        result = run_cmd(command, encoding="utf-8")
+        run_cmd(command).stdout.decode("utf-8")
-    except OSError:
-        return None
 
-    smi_lines = result.stdout.splitlines()
+        # ensure at least one CDI device resolves
-    parsed_lines = [[item.strip() for item in line.split(',')] for line in smi_lines if line]
+        if resolve_cdi(['/etc/cdi', '/var/run/cdi']):
-    if not parsed_lines:
+            if "CUDA_VISIBLE_DEVICES" not in os.environ:
-        return None
+                dev_command = ['nvidia-smi', '--query-gpu=index', '--format=csv,noheader']
+                try:
+                    result = run_cmd(dev_command)
+                    output = result.stdout.decode("utf-8").strip()
+                    if not output:
+                        raise ValueError("nvidia-smi returned empty GPU indices")
+                    devices = ','.join(output.split('\n'))
+                except Exception:
+                    devices = "0"
 
-    indices, uuids = zip(*parsed_lines) if parsed_lines else (tuple(), tuple())
+                os.environ["CUDA_VISIBLE_DEVICES"] = devices
-    # Get the list of devices specified by CUDA_VISIBLE_DEVICES, if any
-    cuda_visible_devices = os.environ.get("CUDA_VISIBLE_DEVICES", "")
-    visible_devices = cuda_visible_devices.split(',') if cuda_visible_devices else []
-    for device in visible_devices:
-        if device not in indices and not any(uuid.startswith(device) for uuid in uuids):
-            perror(f"{device} not found")
-            return None
 
-    configured, unconfigured = find_in_cdi(visible_devices + ["all"])
+            return "cuda"
-
+    except Exception:
-    if unconfigured and "all" not in configured:
+        pass
-        perror(f"No CDI configuration found for {','.join(unconfigured)}")
-        perror("You can use the \"nvidia-ctk cdi generate\" command from the ")
-        perror("nvidia-container-toolkit to generate a CDI configuration.")
-        perror("See ramalama-cuda(7).")
-        return None
-    elif configured:
-        if "all" in configured:
-            configured.remove("all")
-            if not configured:
-                configured = indices
-
-        os.environ["CUDA_VISIBLE_DEVICES"] = ','.join(configured)
-        return "cuda"
 
     return None
 
@@ -403,9 +350,6 @@ def check_intel() -> Literal["intel"] | None:
     intel_gpus = (
         b"0xe20b",
         b"0xe20c",
-        b"0x46a6",
-        b"0x46a8",
-        b"0x46aa",
         b"0x56a0",
         b"0x56a1",
         b"0x7d51",
@@ -622,7 +566,7 @@ def accel_image(config: Config) -> str:
 
     vers = minor_release()
 
-    should_pull = config.pull in ["always", "missing"] and not config.dryrun
+    should_pull = config.pull in ["always", "missing"]
     if attempt_to_use_versioned(config.engine, image, vers, True, should_pull):
         return f"{image}:{vers}"
 

ramalama/config.py

@@ -98,7 +98,6 @@ class BaseConfig:
     default_image: str = DEFAULT_IMAGE
     user: UserConfig = field(default_factory=UserConfig)
     selinux: bool = False
-    dryrun: bool = False
     settings: RamalamaSettings = field(default_factory=RamalamaSettings)
 
     def __post_init__(self):

ramalama/engine.py

@@ -216,11 +216,7 @@ def containers(args):
 
     conman_args = [conman, "ps", "-a", "--filter", "label=ai.ramalama"]
     if getattr(args, "noheading", False):
-        if conman == "docker" and not args.format:
+        conman_args += ["--noheading"]
-            # implement --noheading by using --format
-            conman_args += ["--format={{.ID}} {{.Image}} {{.Command}} {{.CreatedAt}} {{.Status}} {{.Ports}} {{.Names}}"]
-        else:
-            conman_args += ["--noheading"]
 
     if getattr(args, "notrunc", False):
         conman_args += ["--no-trunc"]

ramalama/huggingface.py

@@ -15,7 +15,7 @@ from ramalama.model_store.snapshot_file import SnapshotFileType
 
 missing_huggingface = """
 Optional: Huggingface models require the huggingface-cli module.
-This module can be installed via PyPI tools like uv, pip, pip3, pipx, or via
+This module can be installed via PyPi tools like uv, pip, pip3, pipx, or via
 distribution package managers like dnf or apt. Example:
 uv pip install huggingface_hub
 """

ramalama/modelscope.py

@@ -12,7 +12,7 @@ from ramalama.model_store.snapshot_file import SnapshotFileType
 
 missing_modelscope = """
 Optional: ModelScope models require the modelscope module.
-This module can be installed via PyPI tools like uv, pip, pip3, pipx, or via
+This module can be installed via PyPi tools like uv, pip, pip3, pipx, or via
 distribution package managers like dnf or apt. Example:
 uv pip install modelscope
 """

rpm/ramalama.spec

@@ -31,10 +31,9 @@ BuildRequires:    make
 BuildRequires:    python3-devel
 BuildRequires:    podman
 BuildRequires:    python3-pytest
-BuildRequires:    mailcap
 
 Provides: python3-ramalama = %{version}-%{release}
-Obsoletes: python3-ramalama < 0.11.0-1
+Obsoletes: python3-ramalama < 0.10.1-2
 
 Requires: podman
 
@@ -56,12 +55,14 @@ will run the AI Models within a container based on the OCI image.
 %forgeautosetup -p1
 
 %build
-make docs
 %pyproject_wheel
+%{__make} docs
 
 %install
 %pyproject_install
 %pyproject_save_files -l %{pypi_name}
+%{__make} DESTDIR=%{buildroot} PREFIX=%{_prefix} install-docs install-shortnames
+%{__make} DESTDIR=%{buildroot} PREFIX=%{_prefix} install-completions
 
 %check
 %pytest -v test/unit

shortnames/shortnames.conf

@@ -34,9 +34,9 @@
   "merlinite-lab:7b" = "huggingface://instructlab/merlinite-7b-lab-GGUF/merlinite-7b-lab-Q4_K_M.gguf"
   "merlinite-lab-7b" = "huggingface://instructlab/merlinite-7b-lab-GGUF/merlinite-7b-lab-Q4_K_M.gguf"
   "tiny" = "ollama://tinyllama"
-  "mistral" = "hf://lmstudio-community/Mistral-7B-Instruct-v0.3-GGUF/Mistral-7B-Instruct-v0.3-Q4_K_M.gguf"
+  "mistral" = "huggingface://TheBloke/Mistral-7B-Instruct-v0.2-GGUF/mistral-7b-instruct-v0.2.Q4_K_M.gguf"
-  "mistral:7b" = "hf://lmstudio-community/Mistral-7B-Instruct-v0.3-GGUF/Mistral-7B-Instruct-v0.3-Q4_K_M.gguf"
+  "mistral:7b" = "huggingface://TheBloke/Mistral-7B-Instruct-v0.2-GGUF/mistral-7b-instruct-v0.2.Q4_K_M.gguf"
-  "mistral:7b-v3" = "hf://lmstudio-community/Mistral-7B-Instruct-v0.3-GGUF/Mistral-7B-Instruct-v0.3-Q4_K_M.gguf"
+  "mistral:7b-v3" = "huggingface://MaziyarPanahi/Mistral-7B-Instruct-v0.3-GGUF/Mistral-7B-Instruct-v0.3.Q4_K_M.gguf"
   "mistral:7b-v2" = "huggingface://TheBloke/Mistral-7B-Instruct-v0.2-GGUF/mistral-7b-instruct-v0.2.Q4_K_M.gguf"
   "mistral:7b-v1" = "huggingface://TheBloke/Mistral-7B-Instruct-v0.1-GGUF/mistral-7b-instruct-v0.1.Q5_K_M.gguf"
   "mistral-small3.1" = "hf://bartowski/mistralai_Mistral-Small-3.1-24B-Instruct-2503-GGUF/mistralai_Mistral-Small-3.1-24B-Instruct-2503-IQ2_M.gguf"

test/system/030-run.bats

@@ -14,7 +14,7 @@ EOF
 
     if is_container; then
 	run_ramalama info
-	conman=$(jq -r .Engine.Name <<< $output)
+	conman=$(jq .Engine.Name <<< $output | tr -d '"' )
 	verify_begin="${conman} run --rm"
 
 	run_ramalama -q --dryrun run ${MODEL}
@@ -140,7 +140,7 @@ EOF
     skip_if_docker
     run_ramalama 22 run --image bogus --pull=never tiny
     is "$output" ".*Error: bogus: image not known"
-    run_ramalama 125 run --image bogus1 --rag quay.io/ramalama/rag --pull=never tiny
+    run_ramalama 125 run --image bogus1 --rag quay.io/ramalama/testrag --pull=never tiny
     is "$output" ".*Error: bogus1: image not known"
 }
 
@@ -148,10 +148,13 @@ EOF
     skip_if_nocontainer
     skip_if_darwin
     skip_if_docker
-    run_ramalama --dryrun run --rag quay.io/ramalama/rag --pull=never tiny
+    run_ramalama 125 --dryrun run --rag quay.io/ramalama/rag --pull=never tiny
+    is "$output" "Error: quay.io/ramalama/rag: image not known.*"
+
+    run_ramalama --dryrun run --rag quay.io/ramalama/testrag --pull=never tiny
     is "$output" ".*quay.io/ramalama/.*-rag:"
 
-    run_ramalama --dryrun run --image quay.io/ramalama/ramalama:1.0 --rag quay.io/ramalama/rag --pull=never tiny
+    run_ramalama --dryrun run --image quay.io/ramalama/ramalama:1.0 --rag quay.io/ramalama/testrag --pull=never tiny
     is "$output" ".*quay.io/ramalama/ramalama:1.0"
 }
 

test/system/040-serve.bats

@@ -115,6 +115,7 @@ verify_begin=".*run --rm"
 }
 
 @test "ramalama serve and stop" {
+    skip "Seems to cause race conditions"
     skip_if_nocontainer
 
     model=ollama://smollm:135m
@@ -122,15 +123,17 @@ verify_begin=".*run --rm"
     container2=c_$(safename)
 
     run_ramalama serve --name ${container1} --detach ${model}
+    cid="$output"
+    run_ramalama info
+    conmon=$(jq .Engine <<< $output)
+
+    run -0 ${conman} inspect1 $cid
 
     run_ramalama ps
     is "$output" ".*${container1}" "list correct for container1"
 
-    run_ramalama ps --format '{{.Ports}}'
+    run_ramalama chat --ls
-    port=${output: -8:4}
+    is "$output" "ollama://smollm:135m" "list of models available correct"
-
-    run_ramalama chat --ls --url http://127.0.0.1:${port}/v1
-    is "$output" "smollm:135m" "list of models available correct"
 
     run_ramalama containers --noheading
     is "$output" ".*${container1}" "list correct for container1"
@@ -148,6 +151,7 @@ verify_begin=".*run --rm"
 }
 
 @test "ramalama --detach serve multiple" {
+    skip "Seems to cause race conditions"
     skip_if_nocontainer
 
     model=ollama://smollm:135m
@@ -345,7 +349,7 @@ verify_begin=".*run --rm"
     rm /tmp/$name.yaml
 }
 
-@test "ramalama serve --api llama-stack" {
+@test "ramalama serve --api llama-stack --generate=kube:/tmp" {
     skip_if_docker
     skip_if_nocontainer
     model=tiny
@@ -389,7 +393,7 @@ verify_begin=".*run --rm"
     run_ramalama 125 serve --image bogus --pull=never tiny
     is "$output" "Error: bogus: image not known"
 
-    run_ramalama 125 serve --image bogus1 --rag quay.io/ramalama/rag --pull=never tiny
+    run_ramalama 125 serve --image bogus1 --rag quay.io/ramalama/testrag --pull=never tiny
     is "$output" ".*Error: bogus1: image not known"
 }
 
@@ -398,10 +402,13 @@ verify_begin=".*run --rm"
     skip_if_darwin
     skip_if_docker
     run_ramalama ? stop ${name}
-    run_ramalama --dryrun serve --rag quay.io/ramalama/rag --pull=never tiny
+    run_ramalama ? --dryrun serve --rag quay.io/ramalama/rag --pull=never tiny
+    is "$output" ".*Error: quay.io/ramalama/rag: image not known"
+
+    run_ramalama --dryrun serve --rag quay.io/ramalama/testrag --pull=never tiny
     is "$output" ".*quay.io/ramalama/.*-rag:"
 
-    run_ramalama --dryrun serve --image quay.io/ramalama/ramalama:1.0 --rag quay.io/ramalama/rag --pull=never tiny
+    run_ramalama --dryrun serve --image quay.io/ramalama/ramalama:1.0 --rag quay.io/ramalama/testrag --pull=never tiny
     is "$output" ".*quay.io/ramalama/ramalama:1.0"
 }