.codespelldict

@@ -2,7 +2,6 @@ hugginface->huggingface
 ramalamay->ramalama
 ramamlama->ramalama
 olama->ollama
-lama.cpp->llama.cpp
 alterting->altering
 annotationg->annotating
 assemlbe->assemble

.codespellrc

@@ -0,0 +1,15 @@
+# https://github.com/codespell-project/codespell#using-a-config-file
+[codespell]
+
+# Comma-separated list of files to skip.
+skip = ./logos,./vendor,./.git #,bin,vendor,.git,go.sum,changelog.txt,.cirrus.yml,"RELEASE_NOTES.md,*.xz,*.gz,*.tar,*.tgz,bin2img,*ico,*.png,*.1,*.5,copyimg,*.orig,apidoc.go"
+
+# Comma separated list of words to be ignored. Words must be lowercased.
+ignore-words-list = clos,creat,ro,hastable,shouldnot,mountns,passt
+
+# Custom dictionary file that contains spelling corrections.
+# Run with option '--dictionary=-' to include also default dictionary.
+dictionary = .codespelldict
+
+# Check file names as well.
+check-filenames = true

.flake8

@@ -1,5 +0,0 @@
-[flake8]
-max-line-length = 120
-# E203,E221,E231 conflict with black formatting
-extend-ignore = E203,E221,E231,E702,F824
-extend-exclude = .venv,venv

.github/ISSUE_TEMPLATE/bug_report.yaml

@@ -1,67 +0,0 @@
-name: Bug Report
-description: File a bug report
-labels: ["bug"]
-body:
-  - type: markdown
-    attributes:
-      value: >
-        #### Before submitting a bug, please make sure the issue hasn't been already addressed by searching through [the
-        existing and past issues](https://github.com/containers/ramalama/issues).
-  - type: textarea
-    id: description
-    attributes:
-      label: Issue Description
-      description: Please explain your issue
-    validations:
-      required: true
-  - type: textarea
-    id: reproducer
-    attributes:
-      label: Steps to reproduce the issue
-      description: Please explain the steps to reproduce the issue
-    validations:
-      required: true
-  - type: textarea
-    id: received_results
-    attributes:
-      label: Describe the results you received
-      description: Please explain the results you are noticing
-    validations:
-      required: true
-  - type: textarea
-    id: expected_results
-    attributes:
-      label: Describe the results you expected
-      description: Please explain the results you are expecting
-    validations:
-      required: true
-  - type: textarea
-    id: ramalama_info
-    attributes:
-      label: ramalama info output
-      description: Please copy and paste ramalama info output.
-      render: yaml
-    validations:
-      required: true
-  - type: dropdown
-    id: upstream_latest
-    attributes:
-      label: Upstream Latest Release
-      description: Have you tried running the [latest upstream release](https://github.com/containers/podman/releases/latest)
-      options:
-        - 'Yes'
-        - 'No'
-    validations:
-      required: true
-  - type: textarea
-    id: additional_environment
-    attributes:
-      label: Additional environment details
-      description: Please describe any additional environment details like (AWS, VirtualBox,...)
-  - type: textarea
-    id: additional_info
-    attributes:
-      label: Additional information
-      description: Please explain the additional information you deem important
-    validations:
-      required: false

.github/ISSUE_TEMPLATE/feature_request.yaml

@@ -1,36 +0,0 @@
-name: Feature Request
-description: Suggest an idea for this project
-labels: ["enhancement"]
-body:
-  - type: markdown
-    attributes:
-      value: |
-        Thanks for taking the time to fill out this feature request!
-  - type: textarea
-    id: feature_description
-    attributes:
-      label: Feature request description
-      description: Please explain your feature request and if it is related to a problem
-    validations:
-      required: true
-  - type: textarea
-    id: potential_solution
-    attributes:
-      label: Suggest potential solution
-      description: Please explain if you can suggest any potential solution
-    validations:
-      required: false
-  - type: textarea
-    id: alternatives
-    attributes:
-      label: Have you considered any alternatives?
-      description: Please explain what alternatives you have tried.
-    validations:
-      required: false
-  - type: textarea
-    id: additional_context
-    attributes:
-      label: Additional context
-      description: Please add any context to this feature request
-    validations:
-      required: false

.github/scripts/install-ollama.sh

@@ -1,16 +0,0 @@
-#!/usr/bin/env bash
-
-os_name=$(uname)
-
-if [[ "$os_name" == "Darwin" ]]; then
-  brew install ollama
-  brew update
-  brew services start ollama
-elif [[ "$os_name" == "Linux" ]]; then
-  curl -L https://ollama.com/download/ollama-linux-amd64.tgz -o ollama-linux-amd64.tgz
-  sudo tar -C /usr -xzf ollama-linux-amd64.tgz
-  sudo useradd -r -s /bin/false -U -m -d /usr/share/ollama ollama
-  sudo usermod -a -G ollama $(whoami)
-else
-  echo "Operating system is neither macOS nor Linux"
-fi

.github/workflows/ci-images.yml

@@ -6,19 +6,16 @@ name: ci images
 on:
   pull_request:
     paths:
-      - "container-images/**"
+      - "**/container-images/**"
-      - ".github/workflows/ci-images.yml"
   push:
     branches:
       - main
     paths:
-      - "container-images/**"
+      - "**/container-images/**"
-      - ".github/workflows/ci-images.yml"
 
 jobs:
   build:
     runs-on: ubuntu-24.04
-    timeout-minutes: 120
     steps:
       - name: Checkout
         uses: actions/checkout@v4
@@ -49,17 +46,21 @@ jobs:
       - name: Free Disk Space Linux
         shell: bash
         run: |
-          sudo mkdir -m a=rwx -p /mnt/tmp /mnt/runner
+          sudo docker rmi "$(docker image ls -aq)" >/dev/null 2>&1 || true
-          sudo mkdir -m o=rwx -p /home/runner/.local
-          sudo chown runner:runner /mnt/runner /home/runner/.local
-          sudo mount --bind /mnt/runner /home/runner/.local
           sudo rm -rf \
             /usr/share/dotnet /usr/local/lib/android /opt/ghc \
             /usr/local/share/powershell /usr/share/swift /usr/local/.ghcup \
-            /usr/share/dotnet /usr/lib/jvm /opt/hostedtoolcache/CodeQL \
+            /usr/lib/jvm || true
-            "$AGENT_TOOLSDIRECTORY" || true
+
-          sudo swapoff -a
+      # /mnt has ~ 65 GB free disk space. / is too small.
-          sudo rm -f /mnt/Swapfile
+      - name: Reconfigure Docker data-root
+        run: |
+          sudo mkdir -p /mnt/docker /etc/docker
+          echo '{"data-root": "/mnt/docker"}' > /tmp/daemon.json
+          sudo mv /tmp/daemon.json /etc/docker/daemon.json
+          cat /etc/docker/daemon.json
+          sudo systemctl restart docker.service
+          df -h
 
       - name: Print disk space after cleanup
         shell: bash
@@ -68,4 +69,4 @@ jobs:
 
       - name: Build Images
         run: |
-          ./container_build.sh -r -c -s build
+          make build-rm

.github/workflows/ci.yml

@@ -10,57 +10,32 @@ jobs:
   lint:
     name: Lint Code
     runs-on: ubuntu-24.04
-    timeout-minutes: 20
     steps:
       - uses: actions/checkout@v4
-      
-      - name: Install the latest version of uv and activate the environment
-        uses: astral-sh/setup-uv@v6
-        with:
-          activate-environment: true
-          
       - name: Install dependencies
         shell: bash
         run: |
           sudo apt-get update
-          sudo apt-get install -y bash codespell python3-argcomplete
+          sudo apt-get install -y bash codespell python3-argcomplete pipx
           make install-requirements
-
-      - name: Run format check
-        run: |
-          make check-format
-
       - name: Run lint
-        run: |
+        shell: bash
-          make lint
+        run: make lint
 
-  build-image:
+  bats:
     runs-on: ubuntu-24.04
-    timeout-minutes: 60
     steps:
       - uses: actions/checkout@v4
-
+      - name: install bats
-      - name: Install the latest version of uv and activate the environment
-        uses: astral-sh/setup-uv@v6
-        with:
-          activate-environment: true
-
-      - name: Install dependencies
         shell: bash
         run: |
-          df -h
+           sudo apt-get update
-          sudo apt-get update
+           sudo apt-get install podman bats bash codespell python3-argcomplete pipx
-          sudo apt-get install -y bash codespell python3-argcomplete pipx podman
+           make install-requirements
-          make install-requirements
 
       - name: Upgrade to podman 5
         run: |
            set -e
-           # /mnt has ~ 65 GB free disk space. / is too small.
-           sudo mkdir -m a=rwx -p /mnt/tmp /mnt/runner
-           sudo mkdir -m o=rwx -p /home/runner/.local
-           sudo chown runner:runner /mnt/runner /home/runner/.local
-           sudo mount --bind /mnt/runner /home/runner/.local
            # Enable universe repository which contains podman
            sudo add-apt-repository "deb http://archive.ubuntu.com/ubuntu oracular universe"
            # Update package lists
@@ -70,113 +45,23 @@ jobs:
            sudo apt-get upgrade
 
       - name: Build a container for CPU inferencing
-        shell: bash
+        run: ./container_build.sh build ramalama
-        run: |
-          ./container_build.sh build -s ramalama
-
-  unit-test:
-    name: Unit Tests
-    runs-on: ubuntu-24.04
-    timeout-minutes: 20
-    steps:
-      - uses: actions/checkout@v4
-      - name: Install the latest version of uv and activate the environment
-        uses: astral-sh/setup-uv@v6
-        with:
-          activate-environment: true
-          
-      - name: Install dependencies
-        shell: bash
-        run: |
-          df -h
-          sudo apt-get update
-          sudo apt-get install -y bash codespell python3-argcomplete pipx podman
-          make install-requirements
-
-      - name: Upgrade to podman 5
-        run: |
-           set -e
-           # Enable universe repository which contains podman
-           sudo add-apt-repository "deb http://archive.ubuntu.com/ubuntu oracular universe"
-           # Update package lists
-           sudo apt-get update
-           sudo apt-get purge firefox
-           # Install specific podman version
-           sudo apt-get upgrade
-
-      - name: Run unit tests
-        run: |
-          make unit-tests
-
-  bats:
-    runs-on: ubuntu-24.04
-    timeout-minutes: 60
-    steps:
-      - uses: actions/checkout@v4
-      
-      - name: Install the latest version of uv and activate the environment
-        uses: astral-sh/setup-uv@v6
-        with:
-          activate-environment: true
-          
-      - name: install bats
-        shell: bash
-        run: |
-           df -h
-           # /mnt has ~ 65 GB free disk space. / is too small.
-           sudo mkdir -m a=rwx -p /mnt/tmp /mnt/runner
-           sudo mkdir -m o=rwx -p /home/runner/.local
-           sudo chown runner:runner /mnt/runner /home/runner/.local
-           sudo mount --bind /mnt/runner /home/runner/.local
-           sudo apt-get update
-           sudo apt-get install podman bats bash codespell python3-argcomplete
-           make install-requirements
-
-      - name: install ollama
-        shell: bash
-        run: ./.github/scripts/install-ollama.sh
-
-      - name: Upgrade to podman 5
-        run: |
-           set -e
-           # Enable universe repository which contains podman
-           sudo add-apt-repository "deb http://archive.ubuntu.com/ubuntu oracular universe"
-           # Update package lists
-           sudo apt-get update
-           sudo apt-get purge firefox
-           # Install specific podman version
-           sudo apt-get upgrade
 
       - name: run bats
         run: |
-           TEMPDIR=/mnt/tmp
            make validate
            make bats
 
   bats-nocontainer:
     runs-on: ubuntu-24.04
-    timeout-minutes: 60
     steps:
       - uses: actions/checkout@v4
-      
-      - name: Install the latest version of uv and activate the environment
-        uses: astral-sh/setup-uv@v6
-        with:
-          activate-environment: true
-          
       - name: install bats
         shell: bash
         run: |
-           df -h
            sudo apt-get update
-           sudo apt-get install podman bats bash codespell python3-argcomplete git cmake libcurl4-openssl-dev
+           sudo apt-get install podman bats bash codespell python3-argcomplete pipx
            make install-requirements
-           sudo ./container-images/scripts/build_llama_and_whisper.sh
-           sudo python -m pip install . --prefix=/usr
-
-      - name: install ollama
-        shell: bash
-        run: ./.github/scripts/install-ollama.sh
 
       - name: Upgrade to podman 5
         run: |
@@ -195,26 +80,15 @@ jobs:
 
   docker:
     runs-on: ubuntu-24.04
-    timeout-minutes: 60
     steps:
       - uses: actions/checkout@v4
-      
-      - name: Install the latest version of uv and activate the environment
-        uses: astral-sh/setup-uv@v6
-        with:
-          activate-environment: true
-          
       - name: install bats
         shell: bash
         run: |
            sudo apt-get update
-           sudo apt-get install bats bash codespell python3-argcomplete
+           sudo apt-get install bats bash codespell python3-argcomplete pipx
            make install-requirements
 
-      - name: install ollama
-        shell: bash
-        run: ./.github/scripts/install-ollama.sh
-
       - name: Upgrade to podman 5
         run: |
            set -e
@@ -243,12 +117,11 @@ jobs:
            sudo mv /tmp/daemon.json /etc/docker/daemon.json
            cat /etc/docker/daemon.json
            sudo systemctl restart docker.service
-           sudo mkdir -m a=rwx -p /mnt/tmp /mnt/runner
-           sudo mkdir -m o=rwx -p /home/runner/.local
-           sudo chown runner:runner /mnt/runner /home/runner/.local
-           sudo mount --bind /mnt/runner /home/runner/.local
            df -h
 
+      - name: Build a container for CPU inferencing
+        run: ./container_build.sh build ramalama
+
       - name: bats-docker
         run: |
            docker info
@@ -256,35 +129,19 @@ jobs:
 
   macos:
     runs-on: macos-14
-    timeout-minutes: 60
     steps:
       - uses: actions/checkout@v4
-      
-      - name: Install the latest version of uv and activate the environment
-        uses: astral-sh/setup-uv@v6
-        with:
-          activate-environment: true
-
-      - name: install mlx-lm
-        shell: bash
-        run: |
-          uv pip install mlx-lm
-          
       - name: install golang
         shell: bash
         run: |
-           brew install go bats bash jq llama.cpp shellcheck
+           brew install go bats bash jq
            make install-requirements
-
-      - name: install ollama
-        shell: bash
-        run: ./.github/scripts/install-ollama.sh
-
       - name: Run a one-line script
         shell: bash
         run: |
            make install-requirements
            make validate
+           pipx install .
            make bats-nocontainer
 
 # FIXME: ci script should be able to run on MAC.

.github/workflows/install_ramalama.yml

@@ -12,7 +12,7 @@ jobs:
   install_ramalama:
     strategy:
       matrix:
-        os: [ubuntu-latest, macos-latest]  # Runs on Ubuntu and macOS
+        os: [ubuntu-latest, macos-latest]  # Runs on Ubuntu, macOS, and Fedora
 
     runs-on: ${{ matrix.os }}
 
@@ -21,7 +21,7 @@ jobs:
         uses: actions/checkout@v4
 
       - name: Set Up Dependencies (Ubuntu)
-        timeout-minutes: 20
+        timeout-minutes: 10
         if: matrix.os == 'ubuntu-latest'
         run: |
           sudo apt-get install -y lshw curl
@@ -37,13 +37,14 @@ jobs:
       - name: Run RamaLama Installer
         run: |
           chmod +x install.sh
-          ./install.sh -l
+          sudo ./install.sh -l
-
+        
       - name: Verify RamaLama installation
         run: |
-          ramalama ls | grep NAME
+          install_dir=$(sudo ./install.sh get_installation_dir)/ramalama/
-
+          ls -f -A ramalama/ | while read file; do ls -f -A $install_dir | grep $file; done 
-      - name: RamaLama info
+      
+      - name: Ramalama info
         run: |
           ramalama info
 

.github/workflows/latest.yml

@@ -1,17 +1,14 @@
 name: latest-build
 on:
-  release:
+    schedule:
-    types:
+    - cron: '0 0 * * *'
-      - published
+    workflow_dispatch:
-  workflow_dispatch:
 
 jobs:
   linux:
     runs-on: ubuntu-24.04
     steps:
-      - name: Checkout ramalama
+      - uses: actions/checkout@v4
-        uses: actions/checkout@v4
-
       - name: Free Disk Space Linux
         shell: bash
         run: |
@@ -54,36 +51,27 @@ jobs:
       - name: Build a container for CPU inferencing
         run: ./container_build.sh build ramalama
 
-      - name: Install end-to-end test requirements
+      - name: Run a one-line script
-        run: |
+        run: make test
-          sudo apt-get install bats
-          make install-requirements
-
-      - name: Run end-to-end tests
-        run: make end-to-end-tests
 
   macos:
     runs-on: macos-14
     steps:
-      - name: Checkout ramalama
+      - uses: actions/checkout@v4
-        uses: actions/checkout@v4
+      - name: install golang
-
-      - name: Install end-to-end test requirements
         shell: bash
-        run: |
+        run: brew install go
-          brew install go shellcheck bats
+      - name: Run a one-line script
-          make install-requirements
-
-      - name: Run end-to-end tests
         shell: bash
-        run: make end-to-end-tests
+        run: make test
 
   build:
     runs-on: ubuntu-24.04
     needs: [linux, macos]
     steps:
-        - name: Checkout ramalama
+        - uses: actions/checkout@v4
-          uses: actions/checkout@v4
+          with:
+            ref: 's'
 
         - name: Upgrade to podman 5
           run: |
@@ -124,19 +112,19 @@ jobs:
           run: |
              df -h
 
-        - name: Install qemu-user-static
+        - name: install qemu-user-static
           run: |
             sudo apt-get update
             sudo apt-get install qemu-user-static
 
-        - name: Login to quay
+        - name: Login to Registry
           uses: redhat-actions/podman-login@v1.7
           with:
             registry: quay.io
             username: ${{ secrets.USERNAME }}
             password: ${{ secrets.PASSWORD }}
 
-        - name: Build images for amd64 and aarch64
+        - name: use buildah to build images for amd and aarch64
           uses: redhat-actions/buildah-build@v2
           id: build_image
           with:
@@ -146,7 +134,7 @@ jobs:
               container-images/ramalama/Containerfile
             platforms: linux/amd64, linux/arm64
 
-        - name: Push images to quay
+        - name: push images to registry
           uses: redhat-actions/push-to-registry@v2.8
           with:
             image: ramalama/ramalama

.github/workflows/nightly.yml

@@ -1,16 +1,14 @@
 name: nightly-build
 on:
-  schedule:
+    schedule:
-    - cron: '0 0 * * *' 
+    - cron: '0 0 * * *'
-  workflow_dispatch:
+    workflow_dispatch:
 
 jobs:
   linux:
     runs-on: ubuntu-24.04
     steps:
-      - name: Checkout ramalama
+      - uses: actions/checkout@v4
-        uses: actions/checkout@v4
-
       - name: Free Disk Space Linux
         shell: bash
         run: |
@@ -45,44 +43,30 @@ jobs:
       - name: Docker info
         run: docker info
 
-      - name: Print disk space after cleanup
-        shell: bash
-        run: |
-           df -h
-
       - name: Build a container for CPU inferencing
         run: ./container_build.sh build ramalama
 
-      - name: Install end-to-end test requirements
+      - name: Run a one-line script
-        run: |
+        run: make test
-          sudo apt-get install bats
-          make install-requirements
-
-      - name: Run end-to-end tests
-        run: make end-to-end-tests
 
   macos:
     runs-on: macos-14
     steps:
-      - name: Checkout ramalama
+      - uses: actions/checkout@v4
-        uses: actions/checkout@v4
+      - name: install golang
-
-      - name: Install end-to-end test requirements
         shell: bash
-        run: |
+        run: brew install go
-          brew install go shellcheck bats
+      - name: Run a one-line script
-          make install-requirements
-
-      - name: Run end-to-end tests
         shell: bash
-        run: make end-to-end-tests
+        run: make test
 
   build:
     runs-on: ubuntu-24.04
     needs: [linux, macos]
     steps:
-        - name: Checkout ramalama
+        - uses: actions/checkout@v4
-          uses: actions/checkout@v4
+          with:
+            ref: 'main'
 
         - name: Upgrade to podman 5
           run: |
@@ -100,14 +84,14 @@ jobs:
             sudo apt-get update
             sudo apt-get install qemu-user-static
 
-        - name: Login to quay
+        - name: Login to Registry
           uses: redhat-actions/podman-login@v1.7
           with:
             registry: quay.io
             username: ${{ secrets.USERNAME }}
             password: ${{ secrets.PASSWORD }}
 
-        - name: Build images for amd64 and arm64
+        - name: use buildah to build images for amd and aarch64
           uses: redhat-actions/buildah-build@v2
           id: build_image
           with:
@@ -117,7 +101,7 @@ jobs:
               container-images/ramalama/Containerfile
             platforms: linux/amd64, linux/arm64
 
-        - name: Push images to quay
+        - name: push images to registry
           uses: redhat-actions/push-to-registry@v2.8
           with:
             image: ramalama/ramalama

.gitignore

@@ -10,14 +10,6 @@ ramalama/*.patch
 dist
 .#*
 venv/
-/*.container
+*.container
-/*.image
+*.image
-/*.volume
+*.volume
-__pycache__/
-.aider*
-.coverage
-coverage.*
-htmlcov/
-.idea/
-.hypothesis/
-uv.lock

.packit-copr-rpm.sh

@@ -1,20 +0,0 @@
-#!/usr/bin/env bash
-
-# This script handles any custom processing of the spec file using the `fix-spec-file`
-# action in .packit.yaml. These steps only work on copr builds, not on official
-# Fedora builds.
-
-set -exo pipefail
-
-# Extract version from pyproject.toml instead of setup.py
-VERSION=$(awk -F'[""]' ' /^\s*version\s*/ {print $(NF-1)}' pyproject.toml )
-
-SPEC_FILE=rpm/ramalama.spec
-
-# RPM Spec modifications
-
-# Use the Version from HEAD in rpm spec
-sed -i "s/^Version:.*/Version: $VERSION/" "$SPEC_FILE"
-
-# Use Packit's supplied variable in the Release field in rpm spec.
-sed -i "s/^Release:.*/Release: 1000.$PACKIT_RPMSPEC_RELEASE%{?dist}/" "$SPEC_FILE"

.packit.yaml

@@ -7,18 +7,15 @@ upstream_tag_template: v{version}
 packages:
   ramalama-fedora:
     pkg_tool: fedpkg
-    downstream_package_name: ramalama
+    downstream_package_name: python-ramalama
-    specfile_path: rpm/ramalama.spec
+    specfile_path: rpm/python-ramalama.spec
   ramalama-centos:
-    downstream_package_name: ramalama
+    downstream_package_name: python-ramalama
-    specfile_path: rpm/ramalama.spec
+    specfile_path: rpm/python-ramalama.spec
 
 srpm_build_deps:
   - make
 
-actions:
-  fix-spec-file: "bash .packit-copr-rpm.sh"
-
 jobs:
   # Copr builds for Fedora
   - job: copr_build
@@ -26,7 +23,8 @@ jobs:
     packages: [ramalama-fedora]
     enable_net: true
     targets: &fedora_copr_targets
-      - fedora-all
+      - fedora-development
+      - fedora-latest-stable
     osh_diff_scan_after_copr_build: false
 
   # Copr builds for CentOS Stream
@@ -51,27 +49,12 @@ jobs:
     trigger: pull_request
     packages: [ramalama-fedora]
     targets: *fedora_copr_targets
-    tmt_plan: "/plans/rpm"
-    identifier: "rpm-fedora"
-
-  - job: tests
-    trigger: pull_request
-    skip_build: true
-    packages: [ramalama-fedora]
-    targets:
-      # FIXME: Validate test breaks on Fedora 41
-      - fedora-development
-      - fedora-latest-stable
-    tmt_plan: "/plans/no-rpm"
-    identifier: "no-rpm-fedora"
 
   # Tests for CentOS Stream
   - job: tests
     trigger: pull_request
     packages: [ramalama-centos]
     targets: *centos_copr_targets
-    tmt_plan: "/plans/rpm"
-    identifier: "rpm-centos"
 
   - job: propose_downstream
     trigger: release
@@ -79,7 +62,7 @@ jobs:
     dist_git_branches: &fedora_targets
       - fedora-all
       - epel10
-      - epel10.0
+      - epel9
 
   - job: koji_build
     trigger: commit
@@ -92,4 +75,4 @@ jobs:
     dist_git_branches:
       - fedora-branched # rawhide updates are created automatically
       - epel10
-      - epel10.0
+      - epel9

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@@ -1,37 +0,0 @@
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-    rev: v5.0.0
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-      - id: check-yaml
-      - id: check-json
-      - id: check-toml
-      - id: check-added-large-files
-      - id: check-merge-conflict
-      - id: check-executables-have-shebangs
-      - id: check-shebang-scripts-are-executable
-  - repo: https://github.com/pycqa/flake8
-    rev: 7.3.0
-    hooks:
-      - id: flake8
-  - repo: https://github.com/codespell-project/codespell
-    rev: v2.4.1
-    hooks:
-      - id: codespell
-        args: ["-w"]
-  - repo: https://github.com/psf/black
-    rev: 25.1.0
-    hooks:
-      - id: black
-  - repo: https://github.com/pycqa/isort
-    rev: 6.0.1
-    hooks:
-      - id: isort
-  - repo: local
-    hooks:
-      - id: run-unit-tests
-        name: run unit tests
-        entry: make unit-tests
-        language: system
-        pass_filenames: false

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-      echo
-      component_image() {
-        TAGSEP=":"
-        if [ "$EVENT_TYPE" == "pull_request" ]; then
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-      }
-      component_image bats | tee "$RESULTS_BATS_IMAGE_PATH"
-      echo
-      component_image ramalama | tee "$RESULTS_RAMALAMA_IMAGE_PATH"
-      echo
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-
-      log Prepare connection
-
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-        echo >> ~/.ssh/id_rsa
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-      --security-opt unmask=/proc/* \
-      --device /dev/net/tun \
-      --device /dev/fuse \
-      ${PODMAN_ENV[*]} \
-      $TEST_IMAGE $TEST_CMD
-      SCRIPTEOF
-      chmod +x scripts/test.sh
-
-      if ! [[ $IS_LOCALHOST ]]; then
-        log VM exec
-        export BUILD_DIR=$(cat /ssh/user-dir)
-        export SSH_ARGS="-o StrictHostKeyChecking=no -o ServerAliveInterval=60 -o ServerAliveCountMax=10"
-        # ssh once before rsync to retrieve the host key
-        ssh $SSH_ARGS "$SSH_HOST" "uname -a"
-        rsync -ra scripts "$SSH_HOST:$BUILD_DIR"
-        ssh $SSH_ARGS "$SSH_HOST" "$BUILD_DIR/scripts/test.sh"
-        log End VM exec
-      else
-        log Local exec
-        scripts/test.sh
-        log End local exec
-      fi
-
-      jq -jnc '{result: "SUCCESS", timestamp: now | todateiso8601, failures: 0, successes: 1, warnings: 0}' | tee "$RESULTS_TEST_OUTPUT_PATH"
-      echo

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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/musa:on-pr-{{revision}}
-  - name: image-expires-after
-    value: 5d
-  - name: build-platforms
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-  - name: dockerfile
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.tekton/musa/musa-push.yaml

@@ -1,38 +0,0 @@
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-kind: PipelineRun
-metadata:
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-    pipelines.appstudio.openshift.io/type: build
-  name: musa-on-push
-  namespace: ramalama-tenant
-spec:
-  params:
-  - name: git-url
-    value: '{{source_url}}'
-  - name: revision
-    value: '{{revision}}'
-  - name: output-image
-    value: quay.io/redhat-user-workloads/ramalama-tenant/musa:{{revision}}
-  - name: build-platforms
-    value:
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-  - name: dockerfile
-    value: container-images/musa/Containerfile
-  pipelineRef:
-    name: push-pipeline
-  timeouts:
-    pipeline: 6h
-  workspaces:
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.tekton/openvino/openvino-pull-request.yaml

@@ -1,41 +0,0 @@
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-  labels:
-    appstudio.openshift.io/application: ramalama
-    appstudio.openshift.io/component: openvino
-    pipelines.appstudio.openshift.io/type: build
-  name: openvino-on-pull-request
-  namespace: ramalama-tenant
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-  - name: output-image
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-  - name: image-expires-after
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-    value: container-images/openvino/Containerfile
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-  workspaces:
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.tekton/openvino/openvino-push.yaml

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.tekton/pipelines/pull-request-pipeline.yaml

@@ -1,640 +0,0 @@
-apiVersion: tekton.dev/v1
-kind: Pipeline
-metadata:
-  name: pull-request-pipeline
-  labels:
-    appstudio.openshift.io/application: ramalama
-spec:
-  description: |
-    Pipeline for building RamaLama images when PRs are submitted.
-    Based on the [docker-build-multi-platform-oci-ta](https://github.com/konflux-ci/build-definitions/tree/main/pipelines/docker-build-multi-platform-oci-ta) pipeline from [Konflux](https://konflux-ci.dev/).
-  params:
-  - description: Source Repository URL
-    name: git-url
-    type: string
-  - default: ""
-    description: Revision of the Source Repository
-    name: revision
-    type: string
-  - description: Fully Qualified Output Image
-    name: output-image
-    type: string
-  - default: .
-    description: Path to the source code of an application's component from where to build image.
-    name: path-context
-    type: string
-  - default: Dockerfile
-    description: Path to the Dockerfile inside the context specified by parameter path-context
-    name: dockerfile
-    type: string
-  - default: "false"
-    description: Force rebuild image
-    name: rebuild
-    type: string
-  - default: "true"
-    description: Skip checks against built image
-    name: skip-checks
-    type: string
-  - default: "false"
-    description: Execute the build with network isolation
-    name: hermetic
-    type: string
-  - default: ""
-    description: Build dependencies to be prefetched by Cachi2
-    name: prefetch-input
-    type: string
-  - default: ""
-    description: Image tag expiration time, time values could be something like 1h, 2d, 3w for hours, days, and weeks, respectively.
-    name: image-expires-after
-  - default: "false"
-    description: Build a source image.
-    name: build-source-image
-    type: string
-  - default: "true"
-    description: Add built image into an OCI image index
-    name: build-image-index
-    type: string
-  - default: []
-    description: Array of --build-arg values ("arg=value" strings) for buildah
-    name: build-args
-    type: array
-  - default: ""
-    description: Path to a file with build arguments for buildah, see https://www.mankier.com/1/buildah-build#--build-arg-file
-    name: build-args-file
-    type: string
-  - default: "false"
-    description: Whether to enable privileged mode, should be used only with remote VMs
-    name: privileged-nested
-    type: string
-  - default:
-    - linux-c4xlarge/amd64
-    description: List of platforms to build the container images on. The available set of values is determined by the configuration of the multi-platform-controller.
-    name: build-platforms
-    type: array
-  - default: ""
-    description: The parent image of the image being built.
-    name: parent-image
-  - default: ""
-    description: The image to use for running tests.
-    name: test-image
-  - default: []
-    description: List of environment variables (NAME=VALUE) to be set in the test environment.
-    name: test-envs
-    type: array
-  - default:
-    - echo "No tests defined"
-    description: List of test commands to run after the image is built.
-    name: test-commands
-    type: array
-  results:
-  - description: ""
-    name: IMAGE_URL
-    value: $(tasks.build-image-index.results.IMAGE_URL)
-  - description: ""
-    name: IMAGE_DIGEST
-    value: $(tasks.build-image-index.results.IMAGE_DIGEST)
-  - description: ""
-    name: CHAINS-GIT_URL
-    value: $(tasks.clone-repository.results.url)
-  - description: ""
-    name: CHAINS-GIT_COMMIT
-    value: $(tasks.clone-repository.results.commit)
-  tasks:
-  - name: init
-    params:
-    - name: image-url
-      value: $(params.output-image)
-    - name: rebuild
-      value: $(params.rebuild)
-    - name: skip-checks
-      value: $(params.skip-checks)
-    taskRef:
-      params:
-      - name: name
-        value: init
-      - name: bundle
-        value: quay.io/konflux-ci/tekton-catalog/task-init:0.2@sha256:1d8221c84f91b923d89de50bf16481ea729e3b68ea04a9a7cbe8485ddbb27ee6
-      - name: kind
-        value: task
-      resolver: bundles
-  - name: clone-repository
-    params:
-    - name: url
-      value: $(params.git-url)
-    - name: revision
-      value: $(params.revision)
-    - name: ociStorage
-      value: $(params.output-image).git
-    - name: ociArtifactExpiresAfter
-      value: $(params.image-expires-after)
-    runAfter:
-    - init
-    taskRef:
-      params:
-      - name: name
-        value: git-clone-oci-ta
-      - name: bundle
-        value: quay.io/konflux-ci/tekton-catalog/task-git-clone-oci-ta:0.1@sha256:d35e5d501cb5f5f88369511f76249857cb5ac30250e1dcf086939321964ff6b9
-      - name: kind
-        value: task
-      resolver: bundles
-    when:
-    - input: $(tasks.init.results.build)
-      operator: in
-      values:
-      - "true"
-    workspaces:
-    - name: basic-auth
-      workspace: git-auth
-  - name: prefetch-dependencies
-    params:
-    - name: input
-      value: $(params.prefetch-input)
-    - name: SOURCE_ARTIFACT
-      value: $(tasks.clone-repository.results.SOURCE_ARTIFACT)
-    - name: ociStorage
-      value: $(params.output-image).prefetch
-    - name: ociArtifactExpiresAfter
-      value: $(params.image-expires-after)
-    runAfter:
-    - clone-repository
-    taskRef:
-      params:
-      - name: name
-        value: prefetch-dependencies-oci-ta
-      - name: bundle
-        value: quay.io/konflux-ci/tekton-catalog/task-prefetch-dependencies-oci-ta:0.2@sha256:092491ac0f6e1009d10c58a1319d1029371bf637cc1293cceba53c6da5314ed1
-      - name: kind
-        value: task
-      resolver: bundles
-    workspaces:
-    - name: git-basic-auth
-      workspace: git-auth
-    - name: netrc
-      workspace: netrc
-  - name: wait-for-parent-image
-    params:
-    - name: ref
-      value: $(params.parent-image)
-    taskRef:
-      name: wait-for-image
-    when:
-    - input: $(params.parent-image)
-      operator: notin
-      values:
-      - ""
-  - matrix:
-      params:
-      - name: PLATFORM
-        value:
-        - $(params.build-platforms)
-    name: build-images
-    params:
-    - name: IMAGE
-      value: $(params.output-image)
-    - name: DOCKERFILE
-      value: $(params.dockerfile)
-    - name: CONTEXT
-      value: $(params.path-context)
-    - name: HERMETIC
-      value: $(params.hermetic)
-    - name: PREFETCH_INPUT
-      value: $(params.prefetch-input)
-    - name: IMAGE_EXPIRES_AFTER
-      value: $(params.image-expires-after)
-    - name: COMMIT_SHA
-      value: $(tasks.clone-repository.results.commit)
-    - name: BUILD_ARGS
-      value:
-      - $(params.build-args[*])
-    - name: BUILD_ARGS_FILE
-      value: $(params.build-args-file)
-    - name: PRIVILEGED_NESTED
-      value: $(params.privileged-nested)
-    - name: SOURCE_ARTIFACT
-      value: $(tasks.prefetch-dependencies.results.SOURCE_ARTIFACT)
-    - name: CACHI2_ARTIFACT
-      value: $(tasks.prefetch-dependencies.results.CACHI2_ARTIFACT)
-    - name: IMAGE_APPEND_PLATFORM
-      value: "true"
-    runAfter:
-    - wait-for-parent-image
-    - prefetch-dependencies
-    taskRef:
-      params:
-      - name: name
-        value: buildah-remote-oci-ta
-      - name: bundle
-        value: quay.io/konflux-ci/tekton-catalog/task-buildah-remote-oci-ta:0.4@sha256:9e866d4d0489a6ab84ae263db416c9f86d2d6117ef4444f495a0e97388ae3ac0
-      - name: kind
-        value: task
-      resolver: bundles
-    when:
-    - input: $(tasks.init.results.build)
-      operator: in
-      values:
-      - "true"
-  - name: build-image-index
-    params:
-    - name: IMAGE
-      value: $(params.output-image)
-    - name: COMMIT_SHA
-      value: $(tasks.clone-repository.results.commit)
-    - name: IMAGE_EXPIRES_AFTER
-      value: $(params.image-expires-after)
-    - name: ALWAYS_BUILD_INDEX
-      value: $(params.build-image-index)
-    - name: IMAGES
-      value:
-      - $(tasks.build-images.results.IMAGE_REF[*])
-    runAfter:
-    - build-images
-    taskRef:
-      params:
-      - name: name
-        value: build-image-index
-      - name: bundle
-        value: quay.io/konflux-ci/tekton-catalog/task-build-image-index:0.1@sha256:3499772af90aad0d3935629be6d37dd9292195fb629e6f43ec839c7f545a0faa
-      - name: kind
-        value: task
-      resolver: bundles
-    when:
-    - input: $(tasks.init.results.build)
-      operator: in
-      values:
-      - "true"
-  - name: wait-for-test-image
-    params:
-    - name: ref
-      value: $(params.test-image)
-    runAfter:
-    - build-image-index
-    taskRef:
-      name: wait-for-image
-    when:
-    - input: $(params.test-image)
-      operator: notin
-      values:
-      - ""
-  - name: run-tests
-    matrix:
-      params:
-      - name: cmd
-        value:
-        - $(params.test-commands)
-    params:
-    - name: image
-      value: $(params.test-image)@$(tasks.wait-for-test-image.results.digest)
-    - name: envs
-      value:
-      - $(params.test-envs[*])
-    runAfter:
-    - wait-for-test-image
-    taskRef:
-      name: test-cmd
-    when:
-    - input: $(params.test-image)
-      operator: notin
-      values:
-      - ""
-  - name: build-source-image
-    params:
-    - name: BINARY_IMAGE
-      value: $(tasks.build-image-index.results.IMAGE_URL)
-    - name: SOURCE_ARTIFACT
-      value: $(tasks.prefetch-dependencies.results.SOURCE_ARTIFACT)
-    - name: CACHI2_ARTIFACT
-      value: $(tasks.prefetch-dependencies.results.CACHI2_ARTIFACT)
-    - name: BINARY_IMAGE_DIGEST
-      value: $(tasks.build-image-index.results.IMAGE_DIGEST)
-    runAfter:
-    - build-image-index
-    taskRef:
-      params:
-      - name: name
-        value: source-build-oci-ta
-      - name: bundle
-        value: quay.io/konflux-ci/tekton-catalog/task-source-build-oci-ta:0.3@sha256:b1eb49583b41872b27356fee20d5f0eb6ff7f5cdeacde7ffb39655f031104728
-      - name: kind
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-      resolver: bundles
-    when:
-    - input: $(tasks.init.results.build)
-      operator: in
-      values:
-      - "true"
-    - input: $(params.build-source-image)
-      operator: in
-      values:
-      - "true"
-  - name: deprecated-base-image-check
-    params:
-    - name: IMAGE_URL
-      value: $(tasks.build-image-index.results.IMAGE_URL)
-    - name: IMAGE_DIGEST
-      value: $(tasks.build-image-index.results.IMAGE_DIGEST)
-    runAfter:
-    - build-image-index
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-      params:
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-        value: deprecated-image-check
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-        value: quay.io/konflux-ci/tekton-catalog/task-deprecated-image-check:0.5@sha256:3c8b81fa868e27c6266e7660a4bfb4c822846dcf4304606e71e20893b0d3e515
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-      resolver: bundles
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-      operator: in
-      values:
-      - "false"
-  - name: clair-scan
-    params:
-    - name: image-digest
-      value: $(tasks.build-image-index.results.IMAGE_DIGEST)
-    - name: image-url
-      value: $(tasks.build-image-index.results.IMAGE_URL)
-    runAfter:
-    - build-image-index
-    taskRef:
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-      - name: bundle
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-      - name: kind
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-      resolver: bundles
-    when:
-    - input: $(params.skip-checks)
-      operator: in
-      values:
-      - "false"
-  - name: ecosystem-cert-preflight-checks
-    params:
-    - name: image-url
-      value: $(tasks.build-image-index.results.IMAGE_URL)
-    runAfter:
-    - build-image-index
-    taskRef:
-      params:
-      - name: name
-        value: ecosystem-cert-preflight-checks
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-      - name: kind
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-      resolver: bundles
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-      operator: in
-      values:
-      - "false"
-  - name: sast-snyk-check
-    params:
-    - name: image-digest
-      value: $(tasks.build-image-index.results.IMAGE_DIGEST)
-    - name: image-url
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-    - name: SOURCE_ARTIFACT
-      value: $(tasks.prefetch-dependencies.results.SOURCE_ARTIFACT)
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-      operator: in
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-    - name: image-digest
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-    - name: IMAGE
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-    - name: CONTEXT
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-    - name: COMMIT_SHA
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-      resolver: bundles
-    when:
-    - input: $(params.skip-checks)
-      operator: in
-      values:
-      - "false"
-    - input: $(tasks.coverity-availability-check.results.STATUS)
-      operator: in
-      values:
-      - success
-  - name: coverity-availability-check
-    runAfter:
-    - build-image-index
-    taskRef:
-      params:
-      - name: name
-        value: coverity-availability-check
-      - name: bundle
-        value: quay.io/konflux-ci/tekton-catalog/task-coverity-availability-check:0.2@sha256:db2b267dc15e4ed17f704ee91b8e9b38068e1a35b1018a328fdca621819d74c6
-      - name: kind
-        value: task
-      resolver: bundles
-    when:
-    - input: $(params.skip-checks)
-      operator: in
-      values:
-      - "false"
-  - name: sast-shell-check
-    params:
-    - name: image-digest
-      value: $(tasks.build-image-index.results.IMAGE_DIGEST)
-    - name: image-url
-      value: $(tasks.build-image-index.results.IMAGE_URL)
-    - name: SOURCE_ARTIFACT
-      value: $(tasks.prefetch-dependencies.results.SOURCE_ARTIFACT)
-    - name: CACHI2_ARTIFACT
-      value: $(tasks.prefetch-dependencies.results.CACHI2_ARTIFACT)
-    runAfter:
-    - build-image-index
-    taskRef:
-      params:
-      - name: name
-        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
-      - name: kind
-        value: task
-      resolver: bundles
-    when:
-    - input: $(params.skip-checks)
-      operator: in
-      values:
-      - "false"
-  - name: sast-unicode-check
-    params:
-    - name: image-digest
-      value: $(tasks.build-image-index.results.IMAGE_DIGEST)
-    - name: image-url
-      value: $(tasks.build-image-index.results.IMAGE_URL)
-    - name: SOURCE_ARTIFACT
-      value: $(tasks.prefetch-dependencies.results.SOURCE_ARTIFACT)
-    - name: CACHI2_ARTIFACT
-      value: $(tasks.prefetch-dependencies.results.CACHI2_ARTIFACT)
-    runAfter:
-    - build-image-index
-    taskRef:
-      params:
-      - name: name
-        value: sast-unicode-check-oci-ta
-      - name: bundle
-        value: quay.io/konflux-ci/tekton-catalog/task-sast-unicode-check-oci-ta:0.3@sha256:a2bde66f6b4164620298c7d709b8f08515409404000fa1dc2260d2508b135651
-      - name: kind
-        value: task
-      resolver: bundles
-    when:
-    - input: $(params.skip-checks)
-      operator: in
-      values:
-      - "false"
-  - name: apply-tags
-    params:
-    - name: IMAGE_URL
-      value: $(tasks.build-image-index.results.IMAGE_URL)
-    - name: IMAGE_DIGEST
-      value: $(tasks.build-image-index.results.IMAGE_DIGEST)
-    runAfter:
-    - build-image-index
-    taskRef:
-      params:
-      - name: name
-        value: apply-tags
-      - name: bundle
-        value: quay.io/konflux-ci/tekton-catalog/task-apply-tags:0.2@sha256:517a51e260c0b59654a9d7b842e1ab07d76bce15ca7ce9c8fd2489a19be6463d
-      - name: kind
-        value: task
-      resolver: bundles
-  - name: push-dockerfile
-    params:
-    - name: IMAGE
-      value: $(tasks.build-image-index.results.IMAGE_URL)
-    - name: IMAGE_DIGEST
-      value: $(tasks.build-image-index.results.IMAGE_DIGEST)
-    - name: DOCKERFILE
-      value: $(params.dockerfile)
-    - name: CONTEXT
-      value: $(params.path-context)
-    - name: SOURCE_ARTIFACT
-      value: $(tasks.prefetch-dependencies.results.SOURCE_ARTIFACT)
-    runAfter:
-    - build-image-index
-    taskRef:
-      params:
-      - name: name
-        value: push-dockerfile-oci-ta
-      - name: bundle
-        value: quay.io/konflux-ci/tekton-catalog/task-push-dockerfile-oci-ta:0.1@sha256:8c75c4a747e635e5f3e12266a3bb6e5d3132bf54e37eaa53d505f89897dd8eca
-      - name: kind
-        value: task
-      resolver: bundles
-  - name: rpms-signature-scan
-    params:
-    - name: image-url
-      value: $(tasks.build-image-index.results.IMAGE_URL)
-    - name: image-digest
-      value: $(tasks.build-image-index.results.IMAGE_DIGEST)
-    runAfter:
-    - build-image-index
-    taskRef:
-      params:
-      - name: name
-        value: rpms-signature-scan
-      - name: bundle
-        value: quay.io/konflux-ci/tekton-catalog/task-rpms-signature-scan:0.2@sha256:1b6c20ab3dbfb0972803d3ebcb2fa72642e59400c77bd66dfd82028bdd09e120
-      - name: kind
-        value: task
-      resolver: bundles
-    when:
-    - input: $(params.skip-checks)
-      operator: in
-      values:
-      - "false"
-  finally:
-  - name: show-sbom
-    params:
-    - name: IMAGE_URL
-      value: $(tasks.build-image-index.results.IMAGE_URL)
-    taskRef:
-      params:
-      - name: name
-        value: show-sbom
-      - name: bundle
-        value: quay.io/konflux-ci/tekton-catalog/task-show-sbom:0.1@sha256:86c069cac0a669797e8049faa8aa4088e70ff7fcd579d5bdc37626a9e0488a05
-      - name: kind
-        value: task
-      resolver: bundles
-  workspaces:
-  - name: git-auth
-    optional: true
-  - name: netrc
-    optional: true

.tekton/pipelines/push-pipeline.yaml

@@ -1,640 +0,0 @@
-apiVersion: tekton.dev/v1
-kind: Pipeline
-metadata:
-  name: push-pipeline
-  labels:
-    appstudio.openshift.io/application: ramalama
-spec:
-  description: |
-    Pipeline for building RamaLama images on push.
-    Based on the [docker-build-multi-platform-oci-ta](https://github.com/konflux-ci/build-definitions/tree/main/pipelines/docker-build-multi-platform-oci-ta) pipeline from [Konflux](https://konflux-ci.dev/).
-  params:
-  - description: Source Repository URL
-    name: git-url
-    type: string
-  - default: ""
-    description: Revision of the Source Repository
-    name: revision
-    type: string
-  - description: Fully Qualified Output Image
-    name: output-image
-    type: string
-  - default: .
-    description: Path to the source code of an application's component from where to build image.
-    name: path-context
-    type: string
-  - default: Dockerfile
-    description: Path to the Dockerfile inside the context specified by parameter path-context
-    name: dockerfile
-    type: string
-  - default: "false"
-    description: Force rebuild image
-    name: rebuild
-    type: string
-  - default: "false"
-    description: Skip checks against built image
-    name: skip-checks
-    type: string
-  - default: "false"
-    description: Execute the build with network isolation
-    name: hermetic
-    type: string
-  - default: ""
-    description: Build dependencies to be prefetched by Cachi2
-    name: prefetch-input
-    type: string
-  - default: ""
-    description: Image tag expiration time, time values could be something like 1h, 2d, 3w for hours, days, and weeks, respectively.
-    name: image-expires-after
-  - default: "false"
-    description: Build a source image.
-    name: build-source-image
-    type: string
-  - default: "true"
-    description: Add built image into an OCI image index
-    name: build-image-index
-    type: string
-  - default: []
-    description: Array of --build-arg values ("arg=value" strings) for buildah
-    name: build-args
-    type: array
-  - default: ""
-    description: Path to a file with build arguments for buildah, see https://www.mankier.com/1/buildah-build#--build-arg-file
-    name: build-args-file
-    type: string
-  - default: "false"
-    description: Whether to enable privileged mode, should be used only with remote VMs
-    name: privileged-nested
-    type: string
-  - default:
-    - linux-c4xlarge/amd64
-    description: List of platforms to build the container images on. The available set of values is determined by the configuration of the multi-platform-controller.
-    name: build-platforms
-    type: array
-  - default: ""
-    description: The parent image of the image being built.
-    name: parent-image
-  - default: ""
-    description: The image to use for running tests.
-    name: test-image
-  - default: []
-    description: List of environment variables (NAME=VALUE) to be set in the test environment.
-    name: test-envs
-    type: array
-  - default:
-    - echo "No tests defined"
-    description: List of test commands to run after the image is built.
-    name: test-commands
-    type: array
-  results:
-  - description: ""
-    name: IMAGE_URL
-    value: $(tasks.build-image-index.results.IMAGE_URL)
-  - description: ""
-    name: IMAGE_DIGEST
-    value: $(tasks.build-image-index.results.IMAGE_DIGEST)
-  - description: ""
-    name: CHAINS-GIT_URL
-    value: $(tasks.clone-repository.results.url)
-  - description: ""
-    name: CHAINS-GIT_COMMIT
-    value: $(tasks.clone-repository.results.commit)
-  tasks:
-  - name: init
-    params:
-    - name: image-url
-      value: $(params.output-image)
-    - name: rebuild
-      value: $(params.rebuild)
-    - name: skip-checks
-      value: $(params.skip-checks)
-    taskRef:
-      params:
-      - name: name
-        value: init
-      - name: bundle
-        value: quay.io/konflux-ci/tekton-catalog/task-init:0.2@sha256:1d8221c84f91b923d89de50bf16481ea729e3b68ea04a9a7cbe8485ddbb27ee6
-      - name: kind
-        value: task
-      resolver: bundles
-  - name: clone-repository
-    params:
-    - name: url
-      value: $(params.git-url)
-    - name: revision
-      value: $(params.revision)
-    - name: ociStorage
-      value: $(params.output-image).git
-    - name: ociArtifactExpiresAfter
-      value: $(params.image-expires-after)
-    runAfter:
-    - init
-    taskRef:
-      params:
-      - name: name
-        value: git-clone-oci-ta
-      - name: bundle
-        value: quay.io/konflux-ci/tekton-catalog/task-git-clone-oci-ta:0.1@sha256:d35e5d501cb5f5f88369511f76249857cb5ac30250e1dcf086939321964ff6b9
-      - name: kind
-        value: task
-      resolver: bundles
-    when:
-    - input: $(tasks.init.results.build)
-      operator: in
-      values:
-      - "true"
-    workspaces:
-    - name: basic-auth
-      workspace: git-auth
-  - name: prefetch-dependencies
-    params:
-    - name: input
-      value: $(params.prefetch-input)
-    - name: SOURCE_ARTIFACT
-      value: $(tasks.clone-repository.results.SOURCE_ARTIFACT)
-    - name: ociStorage
-      value: $(params.output-image).prefetch
-    - name: ociArtifactExpiresAfter
-      value: $(params.image-expires-after)
-    runAfter:
-    - clone-repository
-    taskRef:
-      params:
-      - name: name
-        value: prefetch-dependencies-oci-ta
-      - name: bundle
-        value: quay.io/konflux-ci/tekton-catalog/task-prefetch-dependencies-oci-ta:0.2@sha256:092491ac0f6e1009d10c58a1319d1029371bf637cc1293cceba53c6da5314ed1
-      - name: kind
-        value: task
-      resolver: bundles
-    workspaces:
-    - name: git-basic-auth
-      workspace: git-auth
-    - name: netrc
-      workspace: netrc
-  - name: wait-for-parent-image
-    params:
-    - name: ref
-      value: $(params.parent-image)
-    taskRef:
-      name: wait-for-image
-    when:
-    - input: $(params.parent-image)
-      operator: notin
-      values:
-      - ""
-  - matrix:
-      params:
-      - name: PLATFORM
-        value:
-        - $(params.build-platforms)
-    name: build-images
-    params:
-    - name: IMAGE
-      value: $(params.output-image)
-    - name: DOCKERFILE
-      value: $(params.dockerfile)
-    - name: CONTEXT
-      value: $(params.path-context)
-    - name: HERMETIC
-      value: $(params.hermetic)
-    - name: PREFETCH_INPUT
-      value: $(params.prefetch-input)
-    - name: IMAGE_EXPIRES_AFTER
-      value: $(params.image-expires-after)
-    - name: COMMIT_SHA
-      value: $(tasks.clone-repository.results.commit)
-    - name: BUILD_ARGS
-      value:
-      - $(params.build-args[*])
-    - name: BUILD_ARGS_FILE
-      value: $(params.build-args-file)
-    - name: PRIVILEGED_NESTED
-      value: $(params.privileged-nested)
-    - name: SOURCE_ARTIFACT
-      value: $(tasks.prefetch-dependencies.results.SOURCE_ARTIFACT)
-    - name: CACHI2_ARTIFACT
-      value: $(tasks.prefetch-dependencies.results.CACHI2_ARTIFACT)
-    - name: IMAGE_APPEND_PLATFORM
-      value: "true"
-    runAfter:
-    - wait-for-parent-image
-    - prefetch-dependencies
-    taskRef:
-      params:
-      - name: name
-        value: buildah-remote-oci-ta
-      - name: bundle
-        value: quay.io/konflux-ci/tekton-catalog/task-buildah-remote-oci-ta:0.4@sha256:9e866d4d0489a6ab84ae263db416c9f86d2d6117ef4444f495a0e97388ae3ac0
-      - name: kind
-        value: task
-      resolver: bundles
-    when:
-    - input: $(tasks.init.results.build)
-      operator: in
-      values:
-      - "true"
-  - name: build-image-index
-    params:
-    - name: IMAGE
-      value: $(params.output-image)
-    - name: COMMIT_SHA
-      value: $(tasks.clone-repository.results.commit)
-    - name: IMAGE_EXPIRES_AFTER
-      value: $(params.image-expires-after)
-    - name: ALWAYS_BUILD_INDEX
-      value: $(params.build-image-index)
-    - name: IMAGES
-      value:
-      - $(tasks.build-images.results.IMAGE_REF[*])
-    runAfter:
-    - build-images
-    taskRef:
-      params:
-      - name: name
-        value: build-image-index
-      - name: bundle
-        value: quay.io/konflux-ci/tekton-catalog/task-build-image-index:0.1@sha256:3499772af90aad0d3935629be6d37dd9292195fb629e6f43ec839c7f545a0faa
-      - name: kind
-        value: task
-      resolver: bundles
-    when:
-    - input: $(tasks.init.results.build)
-      operator: in
-      values:
-      - "true"
-  - name: wait-for-test-image
-    params:
-    - name: ref
-      value: $(params.test-image)
-    runAfter:
-    - build-image-index
-    taskRef:
-      name: wait-for-image
-    when:
-    - input: $(params.test-image)
-      operator: notin
-      values:
-      - ""
-  - name: run-tests
-    matrix:
-      params:
-      - name: cmd
-        value:
-        - $(params.test-commands)
-    params:
-    - name: image
-      value: $(params.test-image)@$(tasks.wait-for-test-image.results.digest)
-    - name: envs
-      value:
-      - $(params.test-envs[*])
-    runAfter:
-    - wait-for-test-image
-    taskRef:
-      name: test-cmd
-    when:
-    - input: $(params.test-image)
-      operator: notin
-      values:
-      - ""
-  - name: build-source-image
-    params:
-    - name: BINARY_IMAGE
-      value: $(tasks.build-image-index.results.IMAGE_URL)
-    - name: SOURCE_ARTIFACT
-      value: $(tasks.prefetch-dependencies.results.SOURCE_ARTIFACT)
-    - name: CACHI2_ARTIFACT
-      value: $(tasks.prefetch-dependencies.results.CACHI2_ARTIFACT)
-    - name: BINARY_IMAGE_DIGEST
-      value: $(tasks.build-image-index.results.IMAGE_DIGEST)
-    runAfter:
-    - build-image-index
-    taskRef:
-      params:
-      - name: name
-        value: source-build-oci-ta
-      - name: bundle
-        value: quay.io/konflux-ci/tekton-catalog/task-source-build-oci-ta:0.3@sha256:b1eb49583b41872b27356fee20d5f0eb6ff7f5cdeacde7ffb39655f031104728
-      - name: kind
-        value: task
-      resolver: bundles
-    when:
-    - input: $(tasks.init.results.build)
-      operator: in
-      values:
-      - "true"
-    - input: $(params.build-source-image)
-      operator: in
-      values:
-      - "true"
-  - name: deprecated-base-image-check
-    params:
-    - name: IMAGE_URL
-      value: $(tasks.build-image-index.results.IMAGE_URL)
-    - name: IMAGE_DIGEST
-      value: $(tasks.build-image-index.results.IMAGE_DIGEST)
-    runAfter:
-    - build-image-index
-    taskRef:
-      params:
-      - name: name
-        value: deprecated-image-check
-      - name: bundle
-        value: quay.io/konflux-ci/tekton-catalog/task-deprecated-image-check:0.5@sha256:3c8b81fa868e27c6266e7660a4bfb4c822846dcf4304606e71e20893b0d3e515
-      - name: kind
-        value: task
-      resolver: bundles
-    when:
-    - input: $(params.skip-checks)
-      operator: in
-      values:
-      - "false"
-  - name: clair-scan
-    params:
-    - name: image-digest
-      value: $(tasks.build-image-index.results.IMAGE_DIGEST)
-    - name: image-url
-      value: $(tasks.build-image-index.results.IMAGE_URL)
-    runAfter:
-    - build-image-index
-    taskRef:
-      params:
-      - name: name
-        value: clair-scan
-      - name: bundle
-        value: quay.io/konflux-ci/tekton-catalog/task-clair-scan:0.2@sha256:417f44117f8d87a4a62fea6589b5746612ac61640b454dbd88f74892380411f2
-      - name: kind
-        value: task
-      resolver: bundles
-    when:
-    - input: $(params.skip-checks)
-      operator: in
-      values:
-      - "false"
-  - name: ecosystem-cert-preflight-checks
-    params:
-    - name: image-url
-      value: $(tasks.build-image-index.results.IMAGE_URL)
-    runAfter:
-    - build-image-index
-    taskRef:
-      params:
-      - name: name
-        value: ecosystem-cert-preflight-checks
-      - name: bundle
-        value: quay.io/konflux-ci/tekton-catalog/task-ecosystem-cert-preflight-checks:0.2@sha256:f99d2bdb02f13223d494077a2cde31418d09369f33c02134a8e7e5fad2f61eda
-      - name: kind
-        value: task
-      resolver: bundles
-    when:
-    - input: $(params.skip-checks)
-      operator: in
-      values:
-      - "false"
-  - name: sast-snyk-check
-    params:
-    - name: image-digest
-      value: $(tasks.build-image-index.results.IMAGE_DIGEST)
-    - name: image-url
-      value: $(tasks.build-image-index.results.IMAGE_URL)
-    - name: SOURCE_ARTIFACT
-      value: $(tasks.prefetch-dependencies.results.SOURCE_ARTIFACT)
-    - name: CACHI2_ARTIFACT
-      value: $(tasks.prefetch-dependencies.results.CACHI2_ARTIFACT)
-    runAfter:
-    - build-image-index
-    taskRef:
-      params:
-      - name: name
-        value: sast-snyk-check-oci-ta
-      - name: bundle
-        value: quay.io/konflux-ci/tekton-catalog/task-sast-snyk-check-oci-ta:0.4@sha256:fe5e5ba3a72632cd505910de2eacd62c9d11ed570c325173188f8d568ac60771
-      - name: kind
-        value: task
-      resolver: bundles
-    when:
-    - input: $(params.skip-checks)
-      operator: in
-      values:
-      - "false"
-  - name: clamav-scan
-    params:
-    - name: image-digest
-      value: $(tasks.build-image-index.results.IMAGE_DIGEST)
-    - name: image-url
-      value: $(tasks.build-image-index.results.IMAGE_URL)
-    runAfter:
-    - build-image-index
-    taskRef:
-      params:
-      - name: name
-        value: clamav-scan
-      - name: bundle
-        value: quay.io/konflux-ci/tekton-catalog/task-clamav-scan:0.2@sha256:7749146f7e4fe530846f1b15c9366178ec9f44776ef1922a60d3e7e2b8c6426b
-      - name: kind
-        value: task
-      resolver: bundles
-    when:
-    - input: $(params.skip-checks)
-      operator: in
-      values:
-      - "false"
-  - name: sast-coverity-check
-    params:
-    - name: image-digest
-      value: $(tasks.build-image-index.results.IMAGE_DIGEST)
-    - name: image-url
-      value: $(tasks.build-image-index.results.IMAGE_URL)
-    - name: IMAGE
-      value: $(params.output-image)
-    - name: DOCKERFILE
-      value: $(params.dockerfile)
-    - name: CONTEXT
-      value: $(params.path-context)
-    - name: HERMETIC
-      value: $(params.hermetic)
-    - name: PREFETCH_INPUT
-      value: $(params.prefetch-input)
-    - name: IMAGE_EXPIRES_AFTER
-      value: $(params.image-expires-after)
-    - name: COMMIT_SHA
-      value: $(tasks.clone-repository.results.commit)
-    - name: BUILD_ARGS
-      value:
-      - $(params.build-args[*])
-    - name: BUILD_ARGS_FILE
-      value: $(params.build-args-file)
-    - name: SOURCE_ARTIFACT
-      value: $(tasks.prefetch-dependencies.results.SOURCE_ARTIFACT)
-    - name: CACHI2_ARTIFACT
-      value: $(tasks.prefetch-dependencies.results.CACHI2_ARTIFACT)
-    runAfter:
-    - coverity-availability-check
-    taskRef:
-      params:
-      - name: name
-        value: sast-coverity-check-oci-ta
-      - name: bundle
-        value: quay.io/konflux-ci/tekton-catalog/task-sast-coverity-check-oci-ta:0.3@sha256:f9ca942208dc2e63b479384ccc56a611cc793397ecc837637b5b9f89c2ecbefe
-      - name: kind
-        value: task
-      resolver: bundles
-    when:
-    - input: $(params.skip-checks)
-      operator: in
-      values:
-      - "false"
-    - input: $(tasks.coverity-availability-check.results.STATUS)
-      operator: in
-      values:
-      - success
-  - name: coverity-availability-check
-    runAfter:
-    - build-image-index
-    taskRef:
-      params:
-      - name: name
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-  namespace: ramalama-tenant
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-    appstudio.openshift.io/component: rocm-whisper-server
-    pipelines.appstudio.openshift.io/type: build
-  name: rocm-whisper-server-on-pull-request
-  namespace: ramalama-tenant
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-    value: '{{source_url}}'
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-    value: '{{revision}}'
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-  - name: build-platforms
-    value:
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-  - name: dockerfile
-    value: container-images/common/Containerfile.entrypoint
-  - name: parent-image
-    value: quay.io/redhat-user-workloads/ramalama-tenant/rocm:on-pr-{{revision}}
-  - name: build-args
-    value:
-    - PARENT=quay.io/redhat-user-workloads/ramalama-tenant/rocm:on-pr-{{revision}}
-    - ENTRYPOINT=/usr/bin/whisper-server.sh
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-  timeouts:
-    pipeline: 6h
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.tekton/rocm-whisper-server/rocm-whisper-server-push.yaml

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-    appstudio.openshift.io/component: rocm-whisper-server
-    pipelines.appstudio.openshift.io/type: build
-  name: rocm-whisper-server-on-push
-  namespace: ramalama-tenant
-spec:
-  params:
-  - name: git-url
-    value: '{{source_url}}'
-  - name: revision
-    value: '{{revision}}'
-  - name: output-image
-    value: quay.io/redhat-user-workloads/ramalama-tenant/rocm-whisper-server:{{revision}}
-  - name: build-platforms
-    value:
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-  - name: dockerfile
-    value: container-images/common/Containerfile.entrypoint
-  - name: parent-image
-    value: quay.io/redhat-user-workloads/ramalama-tenant/rocm:{{revision}}
-  - name: build-args
-    value:
-    - PARENT=quay.io/redhat-user-workloads/ramalama-tenant/rocm:{{revision}}
-    - ENTRYPOINT=/usr/bin/whisper-server.sh
-  pipelineRef:
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-  timeouts:
-    pipeline: 6h
-  workspaces:
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-    secret:
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.tekton/rocm/rocm-pull-request.yaml

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-  labels:
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-    appstudio.openshift.io/component: rocm
-    pipelines.appstudio.openshift.io/type: build
-  name: rocm-on-pull-request
-  namespace: ramalama-tenant
-spec:
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-    value: '{{source_url}}'
-  - name: revision
-    value: '{{revision}}'
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-  - name: image-expires-after
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-  - name: build-platforms
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.tekton/rocm/rocm-push.yaml

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-    appstudio.openshift.io/component: rocm
-    pipelines.appstudio.openshift.io/type: build
-  name: rocm-on-push
-  namespace: ramalama-tenant
-spec:
-  params:
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-    value: '{{source_url}}'
-  - name: revision
-    value: '{{revision}}'
-  - name: output-image
-    value: quay.io/redhat-user-workloads/ramalama-tenant/rocm:{{revision}}
-  - name: build-platforms
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-  - name: dockerfile
-    value: container-images/rocm/Containerfile
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.tekton/tasks/test-cmd.yaml

@@ -1,36 +0,0 @@
-apiVersion: tekton.dev/v1
-kind: Task
-metadata:
-  name: test-cmd
-spec:
-  description: Run a command in a test environment.
-  params:
-  - name: image
-    description: The image to use when setting up the test environment.
-  - 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:
-  - name: run
-    image: $(params.image)
-    computeResources:
-      limits:
-        memory: 4Gi
-      requests:
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-        memory: 1Gi
-    securityContext:
-      capabilities:
-        add:
-        - SETFCAP
-    command:
-    - /usr/bin/entrypoint.sh
-    args:
-    - $(params.envs[*])
-    - /bin/bash
-    - -ex
-    - -c
-    - $(params.cmd)

.tekton/tasks/wait-for-image.yaml

@@ -1,32 +0,0 @@
-apiVersion: tekton.dev/v1
-kind: Task
-metadata:
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-spec:
-  description: Wait for an image to become available.
-  params:
-  - name: ref
-    description: Location of image to wait for.
-  results:
-  - name: digest
-    description: The digest that the image ref resolves to.
-  steps:
-  - name: check-and-wait
-    image: registry.redhat.io/rhel10/skopeo:latest
-    env:
-    - name: REF
-      value: $(params.ref)
-    - name: RESULTS_DIGEST_PATH
-      value: $(results.digest.path)
-    script: |
-      #!/bin/bash -e
-      echo "Fetching digest of $REF"
-      while true; do
-        DIGEST="$(skopeo inspect -n -f {{.Digest}} "docker://$REF" || :)"
-        if [ "${#DIGEST}" -gt 0 ]; then
-          echo -n "$DIGEST" | tee "$RESULTS_DIGEST_PATH"
-          exit
-        fi
-        echo "$(date -uIseconds): digest unavailable, waiting..."
-        sleep 60
-      done

CONTRIBUTING.md

@@ -8,7 +8,7 @@ Below summarizes the processes that we follow.
 
 * [Reporting Issues](#reporting-issues)
 * [Working On Issues](#working-on-issues)
-* [Contributing To RamaLama](#contributing-to-ramalama-1)
+* [Contributing To RamaLama](#contributing-to-ramalama)
 * [Submitting Pull Requests](#submitting-pull-requests)
 * [Communications](#communications)
 * [Code of Conduct](#code-of-conduct)
@@ -31,7 +31,6 @@ To make this easier, there are three types of issue templates you can use.
 * If you have a bug to report, please use *Bug Report* template.
 * If you have an idea to propose, please use the *Feature Request* template.
 * If your issue is something else, please use the default *Blank issue* template.
-
 Please include as much detail as possible, including all requested fields in the template.
 Not having all requested information - for example, a full `ramalama info` - makes it much harder to find and fix issues.
 A reproducer is the best thing you can include.
@@ -56,7 +55,7 @@ This section describes how to make a contribution to RamaLama.
 
 ### Prepare your environment
 
-The minimum version of Python required to use RamaLama is Python 3.10
+The minimum version of Python required to use RamaLama is PYTHON 3.12
 
 ### Fork and clone RamaLama
 
@@ -69,8 +68,7 @@ $ cd ./ramalama/
 
 ### Using the Makefile
 
-RamaLama uses a Makefile for common actions such as compiling RamaLama, building containers,
+RamaLama uses a Makefile for common actions such as compiling RamaLama, building the documentation, and linting.
-building the documentation, linting, executing unit tests or generating coverage reports.
 
 You can list available actions by using:
 ```shell
@@ -81,7 +79,7 @@ Usage: make <target>
 
 ### Install required tools
 
-The Makefile allows you to install needed development tools (e.g. the linter):
+Makefile allow you to install needed development tools (e.g. the linter):
 ```shell
 $ make install-requirements
 ```
@@ -173,7 +171,7 @@ There are several types of tests run by RamaLama's upstream CI.
 
 ### Python Format and lint
 
-All code changes must pass `make validate`.
+All code changes must pass ``make validate``.
 
 ### System Tests
 
@@ -206,7 +204,7 @@ Regardless of the type of PR, all PRs should include:
 * Well-documented code changes, both through comments in the code itself and high-quality commit messages.
 * Additional tests. Ideally, they should fail w/o your code change applied.
   (With a few exceptions, CI hooks will block your PR unless your change
-  includes files under the `test/` subdirectory. Repo
+  includes files named `*_test.go` or under the `test/` subdirectory. Repo
   admins may bypass this restriction by setting the 'No New Tests' GitHub
   label on the PR).
 * Documentation updates to reflect the changes made in the pull request.
@@ -398,6 +396,35 @@ found [here](https://github.com/containers/common/blob/main/CODE-OF-CONDUCT.md).
 
 ### Bot Interactions
 
-RamaLama uses [sourcery.ai](https://sourcery.ai/) for AI code reviews.
+The primary human-interface is through comments in pull-requests.
+Some of these are outlined below, along with their meaning and intended usage.
+Some of them require the comment author hold special privileges on the github repository.
+Others can be used by anyone.
 
-You can read their docs [here](https://docs.sourcery.ai/Code-Review/#interacting-with-sourcery) on how to interact with the bot.
+* ``/close``: Closes an issue or PR.
+
+* ``/approve``: Mark a PR as appropriate to the project, and as close to meeting
+  met all the contribution criteria above.  Adds the *approved* label, marking
+  it as ready for review and possible future merging.
+
+* ``/lgtm``: A literal "Stamp of approval", signaling okay-to-merge.  This causes
+  the bot to ad the *lgtm* label, then attempt a merge.  In other words - Never,
+  ever, ever comment ``/lgtm``, unless a PR has actually, really, been fully
+  reviewed.  The bot isn't too smart about these things, and could merge
+  unintentionally.  Instead, just write ``LGTM``, or
+  spell it out.
+
+* ``/hold`` and ``/unhold``: Override the automatic handling of a request.  Either
+  put it on hold (no handling) or remove the hold (normal handling).
+
+* ``[ci skip]``: [Adding `[ci skip]` within the HEAD commit](https://cirrus-ci.org/guide/writing-tasks/#conditional-task-execution)
+  will cause Cirrus CI to ***NOT*** execute tests for the PR or after merge.  This
+  is useful in only one instance:  Your changes are absolutely not exercised by
+  any test.  For example, documentation changes.  ***IMPORTANT NOTE*** **Other
+  automation may interpret the lack of test results as "PASSED" and unintentional
+  merge a PR.  Consider also using `/hold` in a comment, to add additional
+  protection.**
+
+[The complete list may be found on the command-help page.](https://prow.k8s.io/command-help)
+However, not all commands are implemented for this repository.
+If in doubt, ask a maintainer.

MANIFEST.in

@@ -1,7 +0,0 @@
-include README.md LICENSE
-include shortnames/shortnames.conf
-include docs/*.1
-include docs/*.5
-include docs/*.7
-recursive-include completions *
-recursive-include libexec *

Makefile

@@ -8,10 +8,7 @@ PYTHON ?= $(shell command -v python3 python|head -n1)
 DESTDIR ?= /
 PATH := $(PATH):$(HOME)/.local/bin
 IMAGE ?= ramalama
-PROJECT_DIR:=$(shell dirname $(realpath $(lastword $(MAKEFILE_LIST))))
+GPU ?= cpu
-PYTHON_SCRIPTS := $(shell grep -lEr "^\#\!\s*/usr/bin/(env +)?python(3)?(\s|$$)" --exclude-dir={.venv,venv} $(PROJECT_DIR) || true)
-PYTEST_COMMON_CMD ?= PYTHONPATH=. pytest test/unit/ -vv
-BATS_IMAGE ?= localhost/bats:latest
 
 default: help
 
@@ -22,8 +19,14 @@ help:
 	@echo "  - make build IMAGE=ramalama"
 	@echo "  - make multi-arch"
 	@echo "  - make multi-arch IMAGE=ramalama"
-	@echo "  Build using build cache, for development only"
+	@echo
-	@echo "  - make build IMAGE=ramalama CACHE=-C"
+	@echo "Build RAG Container Image"
+	@echo
+	@echo "  - make build-rag IMAGE=quay.io/ramalama/ramalama GPU=ramalama"
+	@echo
+	@echo "Build Docling Container Image"
+	@echo
+	@echo "  - make build-docling IMAGE=quay.io/ramalama/ramalama GPU=ramalama"
 	@echo
 	@echo "Build docs"
 	@echo
@@ -42,17 +45,10 @@ help:
 	@echo "  - make clean"
 	@echo
 
-install-detailed-cov-requirements:
-	pip install ".[cov-detailed]"
-
-.PHONY: install-cov-requirements
-install-cov-requirements:
-	pip install ".[cov]"
 
 .PHONY: install-requirements
 install-requirements:
-	./install-uv.sh
+	pipx install black flake8 argcomplete wheel huggingface_hub codespell
-	pip install ".[dev]"
 
 .PHONY: install-completions
 install-completions: completions
@@ -62,9 +58,9 @@ install-completions: completions
 	install ${SELINUXOPT} -d -m 755 $(DESTDIR)${SHAREDIR}/fish/vendor_completions.d
 	install ${SELINUXOPT} -m 644 completions/fish/vendor_completions.d/ramalama.fish \
 		$(DESTDIR)${SHAREDIR}/fish/vendor_completions.d/ramalama.fish
-	install ${SELINUXOPT} -d -m 755 $(DESTDIR)${SHAREDIR}/zsh/site-functions
+	install ${SELINUXOPT} -d -m 755 $(DESTDIR)${SHAREDIR}/zsh/site
-	install ${SELINUXOPT} -m 644 completions/zsh/site-functions/_ramalama \
+	install ${SELINUXOPT} -m 644 completions/zsh/vendor-completions/_ramalama \
-		$(DESTDIR)${SHAREDIR}/zsh/site-functions/_ramalama
+		$(DESTDIR)${SHAREDIR}/zsh/vendor-completions/_ramalama
 
 .PHONY: install-shortnames
 install-shortnames:
@@ -80,8 +76,8 @@ completions:
 	mkdir -p completions/fish/vendor_completions.d
 	register-python-argcomplete --shell fish ramalama > completions/fish/vendor_completions.d/ramalama.fish
 
-	mkdir -p completions/zsh/site-functions
+	mkdir -p completions/zsh/vendor-completions
-	-register-python-argcomplete --shell zsh ramalama > completions/zsh/site-functions/_ramalama
+	-register-python-argcomplete --shell zsh ramalama > completions/zsh/vendor-completions/_ramalama
 
 .PHONY: install
 install: docs completions
@@ -90,15 +86,23 @@ install: docs completions
 
 .PHONY: build
 build:
-	./container_build.sh ${CACHE} build $(IMAGE) -v "$(VERSION)"
+	./container_build.sh build $(IMAGE)
 
 .PHONY: build-rm
 build-rm:
-	./container_build.sh ${CACHE} -r build $(IMAGE) -v "$(VERSION)"
+	./container_build.sh -r build $(IMAGE)
 
 .PHONY: build_multi_arch
 build_multi_arch:
-	./container_build.sh ${CACHE} multi-arch $(IMAGE) -v "$(VERSION)"
+	./container_build.sh multi-arch $(IMAGE)
+
+.PHONY: build-rag
+build-rag:
+	podman build --build-arg IMAGE=${IMAGE} --build-arg GPU=${GPU} -t ${IMAGE}-rag container-images/pragmatic
+
+.PHONY: build-docling
+build-docling:
+	podman build --build-arg IMAGE=${IMAGE} --build-arg CONTENT=docling --build-arg GPU=${GPU} -t ${IMAGE}-docling container-images/pragmatic
 
 .PHONY: install-docs
 install-docs: docs
@@ -110,27 +114,12 @@ docs:
 
 .PHONY: lint
 lint:
-ifneq (,$(wildcard /usr/bin/python3))
+	black --line-length 120 --exclude 'venv/*' *.py ramalama/*.py  # Format the code
-	/usr/bin/python3 -m compileall -q .
+	flake8 --max-line-length=120 --exclude=venv *.py ramalama/*.py  # Check for any inconsistencies
-endif
-
-	! grep -ri --exclude-dir ".venv" --exclude-dir "*/.venv" "#\!/usr/bin/python3" .
-	flake8 $(PROJECT_DIR) $(PYTHON_SCRIPTS)
-	shellcheck *.sh */*.sh */*/*.sh
-
-.PHONY: check-format
-check-format:
-	black --check --diff $(PROJECT_DIR) $(PYTHON_SCRIPTS)
-	isort --check --diff $(PROJECT_DIR) $(PYTHON_SCRIPTS)
-
-.PHONY: format
-format:
-	black $(PROJECT_DIR) $(PYTHON_SCRIPTS)
-	isort $(PROJECT_DIR) $(PYTHON_SCRIPTS)
 
 .PHONY: codespell
 codespell:
-	codespell -w $(PROJECT_DIR) $(PYTHON_SCRIPTS)
+	codespell --dictionary=- -w --skip="*/venv*"
 
 .PHONY: test-run
 test-run:
@@ -138,7 +127,7 @@ test-run:
 	_RAMALAMA_OPTIONS=--nocontainer _RAMALAMA_TEST=local bats -T test/system/030-run.bats
 
 .PHONY: validate
-validate: codespell lint check-format
+validate: codespell lint
 ifeq ($(OS),Linux)
 	hack/man-page-checker
 	hack/xref-helpmsgs-manpages
@@ -163,62 +152,15 @@ bats-nocontainer:
 bats-docker:
 	_RAMALAMA_TEST_OPTS=--engine=docker RAMALAMA=$(CURDIR)/bin/ramalama bats -T test/system/
 
-.PHONY: bats-image
-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
-
-%-in-container: bats-image
-	podman run -it --rm \
-		--userns=keep-id:size=200000 \
-		--security-opt label=disable \
-		--security-opt=mask=/sys/bus/pci/drivers/i915 \
-		$(extra-opts) \
-		-v $(CURDIR):/src \
-		$(BATS_IMAGE) make $*
-
 .PHONY: ci
 ci:
 	test/ci.sh
 
-.PHONY: unit-tests
+.PHONY: test
-unit-tests:
+test: validate bats bats-nocontainer ci
-	$(PYTEST_COMMON_CMD)
-
-.PHONY: unit-tests-verbose
-unit-tests-verbose:
-	$(PYTEST_COMMON_CMD) --full-trace --capture=tee-sys
-
-.PHONY: cov-run
-cov-run: install-cov-requirements
-	PYTHONPATH=. coverage run -m pytest test/unit/
-
-.PHONY: cov-tests
-cov-tests: cov-run
-	PYTHONPATH=. coverage report
-
-.PHONY: detailed-cov-tests
-detailed-cov-tests: install-detailed-cov-requirements cov-run
-	PYTHONPATH=. coverage report -m
-	PYTHONPATH=. coverage html
-	PYTHONPATH=. coverage json
-	PYTHONPATH=. coverage lcov
-	PYTHONPATH=. coverage xml
-
-
-.PHONY: end-to-end-tests
-end-to-end-tests: validate bats bats-nocontainer ci
 	make clean
 	hack/tree_status.sh
 
-.PHONY: test
-test: tests
-
-.PHONY: tests
-tests: unit-tests end-to-end-tests
-
 .PHONY: clean
 clean:
 	@find . -name \*~ -delete

bin/ramalama

@@ -1,21 +1,101 @@
 #!/usr/bin/env python3
 
+import glob
+import os
+import errno
+import subprocess
 import sys
 
 
-def main():
+def add_pipx_venvs_bin_to_path():
-    if not sys.stdout.isatty():
+    """
-        sys.stdout.reconfigure(line_buffering=True)
+    Adds available pipx virtual environments bin directories to PATH.
+    This function looks for venv in ~/.local/pipx/venvs/ramalama/bin and
+    if it exists appends it to the environment variable PATH.
+    """
+    pipx_bin_path = os.path.expanduser(f'~/.local/pipx/venvs/ramalama/bin')
+    if os.path.exists(pipx_bin_path):
+        os.environ["PATH"] += ":" + pipx_bin_path
 
+
+def add_site_packages_to_syspath(base_path):
+    """
+    Adds site-packages directories from a given base path to sys.path.
+    """
+    python_version = f'{sys.version_info.major}.{sys.version_info.minor}'
+    search_pattern = os.path.expanduser(f'{base_path}/lib/python{python_version}/site-packages')
+    matched_paths = glob.glob(search_pattern)
+    if matched_paths:
+        for path in matched_paths:
+            sys.path.insert(0, path)
+        return
+
+    # Fallback to a more general pattern if the specific version doesn't match
+    search_pattern = os.path.expanduser(f'{base_path}/lib/python*/site-packages')
+    matched_paths = glob.glob(search_pattern)
+    if matched_paths:
+        for path in matched_paths:
+            sys.path.insert(0, path)
+
+
+def main(args):
+    sharedirs = ["/opt/homebrew/share/ramalama", "/usr/local/share/ramalama", "/usr/share/ramalama"]
+    syspath = next((d for d in sharedirs if os.path.exists(d + "/ramalama/cli.py")), None)
+    if syspath:
+        sys.path.insert(0, syspath)
+
+    add_site_packages_to_syspath('~/.local/pipx/venvs/*')
+    add_site_packages_to_syspath('/usr/local')
+    add_pipx_venvs_bin_to_path()
     sys.path.insert(0, './')
     try:
         import ramalama
-    except Exception:
+    except:
         print(f"ramalama module not found in sys.path: {sys.path}", file=sys.stderr)
         raise
 
-    ramalama.cli.main()
+    parser, args = ramalama.init_cli()
+
+    # if autocomplete doesn't exist, just do nothing, don't break
+    try:
+        import argcomplete
+
+        argcomplete.autocomplete(parser)
+    except Exception:
+        None
+
+    if args.version:
+        return ramalama.print_version(args)
+
+    def eprint(e, exit_code):
+        ramalama.perror("Error: " + str(e).strip("'\""))
+        sys.exit(exit_code)
+
+    # Process CLI
+    try:
+        args.func(args)
+    except ramalama.HelpException:
+        parser.print_help()
+    except AttributeError as e:
+        parser.print_usage()
+        print("ramalama: requires a subcommand")
+        if args.debug:
+            raise e
+    except IndexError as e:
+        eprint(e, errno.EINVAL)
+    except KeyError as e:
+        eprint(e, 1)
+    except NotImplementedError as e:
+        eprint(e, errno.ENOTSUP)
+    except subprocess.CalledProcessError as e:
+        eprint(e, e.returncode)
+    except KeyboardInterrupt:
+        sys.exit(0)
+    except ValueError as e:
+        eprint(e, errno.EINVAL)
+    except IOError as e:
+        eprint(e, errno.EIO)
 
 
 if __name__ == "__main__":
-    main()
+    main(sys.argv[1:])