mirror of
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refactor(build): rework CLI commands and build process (1/2) (#2974)
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# What does this PR do? This PR does a few things outlined in #2878 namely: 1. adds `llama stack list-deps` a command which simply takes the build logic and instead of executing one of the `build_...` scripts, it displays all of the providers' dependencies using the `module` and `uv`. 2. deprecated `llama stack build` in favor of `llama stack list-deps` 3. updates all tests to use `list-deps` alongside `build`. PR 2/2 will migrate `llama stack run`'s default behavior to be `llama stack build --run` and use the new `list-deps` command under the hood before running the server. examples of `llama stack list-deps starter` ``` llama stack list-deps starter --format json { "name": "starter", "description": "Quick start template for running Llama Stack with several popular providers. This distribution is intended for CPU-only environments.", "apis": [ { "api": "inference", "provider": "remote::cerebras" }, { "api": "inference", "provider": "remote::ollama" }, { "api": "inference", "provider": "remote::vllm" }, { "api": "inference", "provider": "remote::tgi" }, { "api": "inference", "provider": "remote::fireworks" }, { "api": "inference", "provider": "remote::together" }, { "api": "inference", "provider": "remote::bedrock" }, { "api": "inference", "provider": "remote::nvidia" }, { "api": "inference", "provider": "remote::openai" }, { "api": "inference", "provider": "remote::anthropic" }, { "api": "inference", "provider": "remote::gemini" }, { "api": "inference", "provider": "remote::vertexai" }, { "api": "inference", "provider": "remote::groq" }, { "api": "inference", "provider": "remote::sambanova" }, { "api": "inference", "provider": "remote::azure" }, { "api": "inference", "provider": "inline::sentence-transformers" }, { "api": "vector_io", "provider": "inline::faiss" }, { "api": "vector_io", "provider": "inline::sqlite-vec" }, { "api": "vector_io", "provider": "inline::milvus" }, { "api": "vector_io", "provider": "remote::chromadb" }, { "api": "vector_io", "provider": "remote::pgvector" }, { "api": "files", "provider": "inline::localfs" }, { "api": "safety", "provider": "inline::llama-guard" }, { "api": "safety", "provider": "inline::code-scanner" }, { "api": "agents", "provider": "inline::meta-reference" }, { "api": "telemetry", "provider": "inline::meta-reference" }, { "api": "post_training", "provider": "inline::torchtune-cpu" }, { "api": "eval", "provider": "inline::meta-reference" }, { "api": "datasetio", "provider": "remote::huggingface" }, { "api": "datasetio", "provider": "inline::localfs" }, { "api": "scoring", "provider": "inline::basic" }, { "api": "scoring", "provider": "inline::llm-as-judge" }, { "api": "scoring", "provider": "inline::braintrust" }, { "api": "tool_runtime", "provider": "remote::brave-search" }, { "api": "tool_runtime", "provider": "remote::tavily-search" }, { "api": "tool_runtime", "provider": "inline::rag-runtime" }, { "api": "tool_runtime", "provider": "remote::model-context-protocol" }, { "api": "batches", "provider": "inline::reference" } ], "pip_dependencies": [ "pandas", "opentelemetry-exporter-otlp-proto-http", "matplotlib", "opentelemetry-sdk", "sentence-transformers", "datasets", "pymilvus[milvus-lite]>=2.4.10", "codeshield", "scipy", "torchvision", "tree_sitter", "h11>=0.16.0", "aiohttp", "pymongo", "tqdm", "pythainlp", "pillow", "torch", "emoji", "grpcio>=1.67.1,<1.71.0", "fireworks-ai", "langdetect", "psycopg2-binary", "asyncpg", "redis", "together", "torchao>=0.12.0", "openai", "sentencepiece", "aiosqlite", "google-cloud-aiplatform", "faiss-cpu", "numpy", "sqlite-vec", "nltk", "scikit-learn", "mcp>=1.8.1", "transformers", "boto3", "huggingface_hub", "ollama", "autoevals", "sqlalchemy[asyncio]", "torchtune>=0.5.0", "chromadb-client", "pypdf", "requests", "anthropic", "chardet", "aiosqlite", "fastapi", "fire", "httpx", "uvicorn", "opentelemetry-sdk", "opentelemetry-exporter-otlp-proto-http" ] } ``` <img width="1500" height="420" alt="Screenshot 2025-10-16 at 5 53 03 PM" src="https://github.com/user-attachments/assets/765929fb-93e2-44d7-9c3d-8918b70fc721" /> --------- Signed-off-by: Charlie Doern <cdoern@redhat.com>
This commit is contained in:
parent
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commit
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20 changed files with 570 additions and 41 deletions
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@ -57,7 +57,7 @@ runs:
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echo "Building Llama Stack"
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LLAMA_STACK_DIR=. \
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uv run --no-sync llama stack build --template ci-tests --image-type venv
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uv run --no-sync llama stack list-deps ci-tests | xargs -L1 uv pip install
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- name: Configure git for commits
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shell: bash
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1
.github/workflows/README.md
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1
.github/workflows/README.md
vendored
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@ -14,6 +14,7 @@ Llama Stack uses GitHub Actions for Continuous Integration (CI). Below is a tabl
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| Pre-commit | [pre-commit.yml](pre-commit.yml) | Run pre-commit checks |
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| Pre-commit Bot | [precommit-trigger.yml](precommit-trigger.yml) | Pre-commit bot for PR |
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| Test Llama Stack Build | [providers-build.yml](providers-build.yml) | Test llama stack build |
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| Test llama stack list-deps | [providers-list-deps.yml](providers-list-deps.yml) | Test llama stack list-deps |
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| Python Package Build Test | [python-build-test.yml](python-build-test.yml) | Test building the llama-stack PyPI project |
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| Integration Tests (Record) | [record-integration-tests.yml](record-integration-tests.yml) | Run the integration test suite from tests/integration |
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| Check semantic PR titles | [semantic-pr.yml](semantic-pr.yml) | Ensure that PR titles follow the conventional commit spec |
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@ -144,7 +144,7 @@ jobs:
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- name: Build Llama Stack
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run: |
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uv run --no-sync llama stack build --template ci-tests --image-type venv
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uv run --no-sync llama stack list-deps ci-tests | xargs -L1 uv pip install
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- name: Check Storage and Memory Available Before Tests
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if: ${{ always() }}
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105
.github/workflows/providers-list-deps.yml
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Normal file
105
.github/workflows/providers-list-deps.yml
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name: Test llama stack list-deps
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run-name: Test llama stack list-deps
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on:
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push:
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branches:
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- main
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paths:
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- 'llama_stack/cli/stack/list_deps.py'
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- 'llama_stack/cli/stack/_list_deps.py'
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- 'llama_stack/core/build.*'
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- 'llama_stack/core/*.sh'
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- '.github/workflows/providers-list-deps.yml'
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- 'llama_stack/templates/**'
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- 'pyproject.toml'
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pull_request:
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paths:
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- 'llama_stack/cli/stack/list_deps.py'
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- 'llama_stack/cli/stack/_list_deps.py'
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- 'llama_stack/core/build.*'
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- 'llama_stack/core/*.sh'
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- '.github/workflows/providers-list-deps.yml'
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- 'llama_stack/templates/**'
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- 'pyproject.toml'
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concurrency:
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group: ${{ github.workflow }}-${{ github.ref }}
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cancel-in-progress: true
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jobs:
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generate-matrix:
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runs-on: ubuntu-latest
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outputs:
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distros: ${{ steps.set-matrix.outputs.distros }}
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steps:
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- name: Checkout repository
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uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
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- name: Generate Distribution List
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id: set-matrix
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run: |
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distros=$(ls llama_stack/distributions/*/*build.yaml | awk -F'/' '{print $(NF-1)}' | jq -R -s -c 'split("\n")[:-1]')
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echo "distros=$distros" >> "$GITHUB_OUTPUT"
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list-deps:
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needs: generate-matrix
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runs-on: ubuntu-latest
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strategy:
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matrix:
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distro: ${{ fromJson(needs.generate-matrix.outputs.distros) }}
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image-type: [venv, container]
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fail-fast: false # We want to run all jobs even if some fail
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steps:
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- name: Checkout repository
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uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
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- name: Install dependencies
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uses: ./.github/actions/setup-runner
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- name: Print dependencies
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run: |
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uv run llama stack list-deps ${{ matrix.distro }}
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- name: Install Distro using llama stack list-deps
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run: |
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# USE_COPY_NOT_MOUNT is set to true since mounting is not supported by docker buildx, we use COPY instead
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# LLAMA_STACK_DIR is set to the current directory so we are building from the source
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USE_COPY_NOT_MOUNT=true LLAMA_STACK_DIR=. uv run llama stack list-deps ${{ matrix.distro }} | xargs -L1 uv pip install
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- name: Print dependencies in the image
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if: matrix.image-type == 'venv'
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run: |
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uv pip list
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show-single-provider:
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runs-on: ubuntu-latest
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steps:
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- name: Checkout repository
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uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
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- name: Install dependencies
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uses: ./.github/actions/setup-runner
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- name: Show a single provider
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run: |
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USE_COPY_NOT_MOUNT=true LLAMA_STACK_DIR=. uv run llama stack list-deps --providers inference=remote::ollama
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list-deps-from-config:
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runs-on: ubuntu-latest
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steps:
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- name: Checkout repository
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uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
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- name: Install dependencies
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uses: ./.github/actions/setup-runner
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- name: list-des from Config
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env:
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USE_COPY_NOT_MOUNT: "true"
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LLAMA_STACK_DIR: "."
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run: |
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uv run llama stack list-deps llama_stack/distributions/ci-tests/build.yaml
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7
.github/workflows/test-external.yml
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7
.github/workflows/test-external.yml
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@ -44,11 +44,14 @@ jobs:
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- name: Print distro dependencies
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run: |
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USE_COPY_NOT_MOUNT=true LLAMA_STACK_DIR=. uv run --no-sync llama stack build --config tests/external/build.yaml --print-deps-only
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USE_COPY_NOT_MOUNT=true LLAMA_STACK_DIR=. uv run --no-sync llama stack list-deps tests/external/build.yaml
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- name: Build distro from config file
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run: |
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USE_COPY_NOT_MOUNT=true LLAMA_STACK_DIR=. uv run --no-sync llama stack build --config tests/external/build.yaml
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uv venv ci-test
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source ci-test/bin/activate
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uv pip install -e .
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LLAMA_STACK_LOGGING=all=CRITICAL llama stack list-deps tests/external/build.yaml | xargs -L1 uv pip install
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- name: Start Llama Stack server in background
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if: ${{ matrix.image-type }} == 'venv'
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@ -167,9 +167,9 @@ under the LICENSE file in the root directory of this source tree.
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Some tips about common tasks you work on while contributing to Llama Stack:
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### Using `llama stack build`
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### Installing dependencies of distributions
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Building a stack image will use the production version of the `llama-stack` and `llama-stack-client` packages. If you are developing with a llama-stack repository checked out and need your code to be reflected in the stack image, set `LLAMA_STACK_DIR` and `LLAMA_STACK_CLIENT_DIR` to the appropriate checked out directories when running any of the `llama` CLI commands.
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When installing dependencies for a distribution, you can use `llama stack list-deps` to view and install the required packages.
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Example:
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```bash
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@ -177,7 +177,12 @@ cd work/
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git clone https://github.com/llamastack/llama-stack.git
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git clone https://github.com/llamastack/llama-stack-client-python.git
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cd llama-stack
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LLAMA_STACK_DIR=$(pwd) LLAMA_STACK_CLIENT_DIR=../llama-stack-client-python llama stack build --distro <...>
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# Show dependencies for a distribution
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llama stack list-deps <distro-name>
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# Install dependencies
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llama stack list-deps <distro-name> | xargs -L1 uv pip install
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```
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### Updating distribution configurations
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@ -27,8 +27,11 @@ MODEL="Llama-4-Scout-17B-16E-Instruct"
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# get meta url from llama.com
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huggingface-cli download meta-llama/$MODEL --local-dir ~/.llama/$MODEL
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# install dependencies for the distribution
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llama stack list-deps meta-reference-gpu | xargs -L1 uv pip install
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# start a llama stack server
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INFERENCE_MODEL=meta-llama/$MODEL llama stack build --run --template meta-reference-gpu
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INFERENCE_MODEL=meta-llama/$MODEL llama stack run meta-reference-gpu
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# install client to interact with the server
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pip install llama-stack-client
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@ -158,7 +158,7 @@ under the LICENSE file in the root directory of this source tree.
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Some tips about common tasks you work on while contributing to Llama Stack:
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### Using `llama stack build`
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### Installing dependencies of distributions
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Building a stack image will use the production version of the `llama-stack` and `llama-stack-client` packages. If you are developing with a llama-stack repository checked out and need your code to be reflected in the stack image, set `LLAMA_STACK_DIR` and `LLAMA_STACK_CLIENT_DIR` to the appropriate checked out directories when running any of the `llama` CLI commands.
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git clone https://github.com/meta-llama/llama-stack.git
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git clone https://github.com/meta-llama/llama-stack-client-python.git
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cd llama-stack
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LLAMA_STACK_DIR=$(pwd) LLAMA_STACK_CLIENT_DIR=../llama-stack-client-python llama stack build --distro <...>
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llama stack build --distro <...>
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```
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### Updating distribution configurations
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@ -169,7 +169,11 @@ docker run \
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Ensure you have configured the starter distribution using the environment variables explained above.
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```bash
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uv run --with llama-stack llama stack build --distro starter --image-type venv --run
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# Install dependencies for the starter distribution
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uv run --with llama-stack llama stack list-deps starter | xargs -L1 uv pip install
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# Run the server
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uv run --with llama-stack llama stack run starter
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```
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## Example Usage
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@ -58,15 +58,19 @@ Llama Stack is a server that exposes multiple APIs, you connect with it using th
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<Tabs>
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<TabItem value="venv" label="Using venv">
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You can use Python to build and run the Llama Stack server, which is useful for testing and development.
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You can use Python to install dependencies and run the Llama Stack server, which is useful for testing and development.
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Llama Stack uses a [YAML configuration file](../distributions/configuration) to specify the stack setup,
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which defines the providers and their settings. The generated configuration serves as a starting point that you can [customize for your specific needs](../distributions/customizing_run_yaml).
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Now let's build and run the Llama Stack config for Ollama.
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Now let's install dependencies and run the Llama Stack config for Ollama.
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We use `starter` as template. By default all providers are disabled, this requires enable ollama by passing environment variables.
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```bash
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llama stack build --distro starter --image-type venv --run
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# Install dependencies for the starter distribution
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uv run --with llama-stack llama stack list-deps starter | xargs -L1 uv pip install
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# Run the server
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llama stack run starter
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```
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</TabItem>
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<TabItem value="container" label="Using a Container">
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@ -24,10 +24,13 @@ ollama run llama3.2:3b --keepalive 60m
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#### Step 2: Run the Llama Stack server
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We will use `uv` to run the Llama Stack server.
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We will use `uv` to install dependencies and run the Llama Stack server.
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```bash
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OLLAMA_URL=http://localhost:11434 \
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uv run --with llama-stack llama stack build --distro starter --image-type venv --run
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# Install dependencies for the starter distribution
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uv run --with llama-stack llama stack list-deps starter | xargs -L1 uv pip install
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# Run the server
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OLLAMA_URL=http://localhost:11434 uv run --with llama-stack llama stack run starter
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```
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#### Step 3: Run the demo
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Now open up a new terminal and copy the following script into a file named `demo_script.py`.
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182
llama_stack/cli/stack/_list_deps.py
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182
llama_stack/cli/stack/_list_deps.py
Normal file
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# Copyright (c) Meta Platforms, Inc. and affiliates.
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# All rights reserved.
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#
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# This source code is licensed under the terms described in the LICENSE file in
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# the root directory of this source tree.
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import argparse
|
||||
import sys
|
||||
from pathlib import Path
|
||||
|
||||
import yaml
|
||||
from termcolor import cprint
|
||||
|
||||
from llama_stack.cli.stack.utils import ImageType
|
||||
from llama_stack.core.build import get_provider_dependencies
|
||||
from llama_stack.core.datatypes import (
|
||||
BuildConfig,
|
||||
BuildProvider,
|
||||
DistributionSpec,
|
||||
)
|
||||
from llama_stack.core.distribution import get_provider_registry
|
||||
from llama_stack.core.stack import replace_env_vars
|
||||
from llama_stack.log import get_logger
|
||||
from llama_stack.providers.datatypes import Api
|
||||
|
||||
TEMPLATES_PATH = Path(__file__).parent.parent.parent / "templates"
|
||||
|
||||
logger = get_logger(name=__name__, category="cli")
|
||||
|
||||
|
||||
# These are the dependencies needed by the distribution server.
|
||||
# `llama-stack` is automatically installed by the installation script.
|
||||
SERVER_DEPENDENCIES = [
|
||||
"aiosqlite",
|
||||
"fastapi",
|
||||
"fire",
|
||||
"httpx",
|
||||
"uvicorn",
|
||||
"opentelemetry-sdk",
|
||||
"opentelemetry-exporter-otlp-proto-http",
|
||||
]
|
||||
|
||||
|
||||
def format_output_deps_only(
|
||||
normal_deps: list[str],
|
||||
special_deps: list[str],
|
||||
external_deps: list[str],
|
||||
uv: bool = False,
|
||||
) -> str:
|
||||
"""Format dependencies as a list."""
|
||||
lines = []
|
||||
|
||||
uv_str = ""
|
||||
if uv:
|
||||
uv_str = "uv pip install "
|
||||
|
||||
# Quote deps with commas
|
||||
quoted_normal_deps = [quote_if_needed(dep) for dep in normal_deps]
|
||||
lines.append(f"{uv_str}{' '.join(quoted_normal_deps)}")
|
||||
|
||||
for special_dep in special_deps:
|
||||
lines.append(f"{uv_str}{quote_special_dep(special_dep)}")
|
||||
|
||||
for external_dep in external_deps:
|
||||
lines.append(f"{uv_str}{quote_special_dep(external_dep)}")
|
||||
|
||||
return "\n".join(lines)
|
||||
|
||||
|
||||
def run_stack_list_deps_command(args: argparse.Namespace) -> None:
|
||||
if args.config:
|
||||
try:
|
||||
from llama_stack.core.utils.config_resolution import Mode, resolve_config_or_distro
|
||||
|
||||
config_file = resolve_config_or_distro(args.config, Mode.BUILD)
|
||||
except ValueError as e:
|
||||
cprint(
|
||||
f"Could not parse config file {args.config}: {e}",
|
||||
color="red",
|
||||
file=sys.stderr,
|
||||
)
|
||||
sys.exit(1)
|
||||
if config_file:
|
||||
with open(config_file) as f:
|
||||
try:
|
||||
contents = yaml.safe_load(f)
|
||||
contents = replace_env_vars(contents)
|
||||
build_config = BuildConfig(**contents)
|
||||
build_config.image_type = "venv"
|
||||
except Exception as e:
|
||||
cprint(
|
||||
f"Could not parse config file {config_file}: {e}",
|
||||
color="red",
|
||||
file=sys.stderr,
|
||||
)
|
||||
sys.exit(1)
|
||||
elif args.providers:
|
||||
provider_list: dict[str, list[BuildProvider]] = dict()
|
||||
for api_provider in args.providers.split(","):
|
||||
if "=" not in api_provider:
|
||||
cprint(
|
||||
"Could not parse `--providers`. Please ensure the list is in the format api1=provider1,api2=provider2",
|
||||
color="red",
|
||||
file=sys.stderr,
|
||||
)
|
||||
sys.exit(1)
|
||||
api, provider_type = api_provider.split("=")
|
||||
providers_for_api = get_provider_registry().get(Api(api), None)
|
||||
if providers_for_api is None:
|
||||
cprint(
|
||||
f"{api} is not a valid API.",
|
||||
color="red",
|
||||
file=sys.stderr,
|
||||
)
|
||||
sys.exit(1)
|
||||
if provider_type in providers_for_api:
|
||||
provider = BuildProvider(
|
||||
provider_type=provider_type,
|
||||
module=None,
|
||||
)
|
||||
provider_list.setdefault(api, []).append(provider)
|
||||
else:
|
||||
cprint(
|
||||
f"{provider_type} is not a valid provider for the {api} API.",
|
||||
color="red",
|
||||
file=sys.stderr,
|
||||
)
|
||||
sys.exit(1)
|
||||
distribution_spec = DistributionSpec(
|
||||
providers=provider_list,
|
||||
description=",".join(args.providers),
|
||||
)
|
||||
build_config = BuildConfig(image_type=ImageType.VENV.value, distribution_spec=distribution_spec)
|
||||
|
||||
normal_deps, special_deps, external_provider_dependencies = get_provider_dependencies(build_config)
|
||||
normal_deps += SERVER_DEPENDENCIES
|
||||
|
||||
# Add external API dependencies
|
||||
if build_config.external_apis_dir:
|
||||
from llama_stack.core.external import load_external_apis
|
||||
|
||||
external_apis = load_external_apis(build_config)
|
||||
if external_apis:
|
||||
for _, api_spec in external_apis.items():
|
||||
normal_deps.extend(api_spec.pip_packages)
|
||||
|
||||
# Format and output based on requested format
|
||||
output = format_output_deps_only(
|
||||
normal_deps=normal_deps,
|
||||
special_deps=special_deps,
|
||||
external_deps=external_provider_dependencies,
|
||||
uv=args.format == "uv",
|
||||
)
|
||||
|
||||
print(output)
|
||||
|
||||
|
||||
def quote_if_needed(dep):
|
||||
# Add quotes if the dependency contains special characters that need escaping in shell
|
||||
# This includes: commas, comparison operators (<, >, <=, >=, ==, !=)
|
||||
needs_quoting = any(char in dep for char in [",", "<", ">", "="])
|
||||
return f"'{dep}'" if needs_quoting else dep
|
||||
|
||||
|
||||
def quote_special_dep(dep_string):
|
||||
"""
|
||||
Quote individual packages in a special dependency string.
|
||||
Special deps may contain multiple packages and flags like --extra-index-url.
|
||||
We need to quote only the package specs that contain special characters.
|
||||
"""
|
||||
parts = dep_string.split()
|
||||
quoted_parts = []
|
||||
|
||||
for part in parts:
|
||||
# Don't quote flags (they start with -)
|
||||
if part.startswith("-"):
|
||||
quoted_parts.append(part)
|
||||
else:
|
||||
# Quote package specs that need it
|
||||
quoted_parts.append(quote_if_needed(part))
|
||||
|
||||
return " ".join(quoted_parts)
|
|
@ -8,6 +8,9 @@ import textwrap
|
|||
|
||||
from llama_stack.cli.stack.utils import ImageType
|
||||
from llama_stack.cli.subcommand import Subcommand
|
||||
from llama_stack.log import get_logger
|
||||
|
||||
logger = get_logger(__name__, category="cli")
|
||||
|
||||
|
||||
class StackBuild(Subcommand):
|
||||
|
@ -16,7 +19,7 @@ class StackBuild(Subcommand):
|
|||
self.parser = subparsers.add_parser(
|
||||
"build",
|
||||
prog="llama stack build",
|
||||
description="Build a Llama stack container",
|
||||
description="[DEPRECATED] Build a Llama stack container. This command is deprecated and will be removed in a future release. Use `llama stack list-deps <distro>' instead.",
|
||||
formatter_class=argparse.ArgumentDefaultsHelpFormatter,
|
||||
)
|
||||
self._add_arguments()
|
||||
|
@ -93,6 +96,9 @@ the build. If not specified, currently active environment will be used if found.
|
|||
)
|
||||
|
||||
def _run_stack_build_command(self, args: argparse.Namespace) -> None:
|
||||
logger.warning(
|
||||
"The 'llama stack build' command is deprecated and will be removed in a future release. Please use 'llama stack list-deps'"
|
||||
)
|
||||
# always keep implementation completely silo-ed away from CLI so CLI
|
||||
# can be fast to load and reduces dependencies
|
||||
from ._build import run_stack_build_command
|
||||
|
|
51
llama_stack/cli/stack/list_deps.py
Normal file
51
llama_stack/cli/stack/list_deps.py
Normal file
|
@ -0,0 +1,51 @@
|
|||
# Copyright (c) Meta Platforms, Inc. and affiliates.
|
||||
# All rights reserved.
|
||||
#
|
||||
# This source code is licensed under the terms described in the LICENSE file in
|
||||
# the root directory of this source tree.
|
||||
import argparse
|
||||
|
||||
from llama_stack.cli.subcommand import Subcommand
|
||||
|
||||
|
||||
class StackListDeps(Subcommand):
|
||||
def __init__(self, subparsers: argparse._SubParsersAction):
|
||||
super().__init__()
|
||||
self.parser = subparsers.add_parser(
|
||||
"list-deps",
|
||||
prog="llama stack list-deps",
|
||||
description="list the dependencies for a llama stack distribution",
|
||||
formatter_class=argparse.ArgumentDefaultsHelpFormatter,
|
||||
)
|
||||
self._add_arguments()
|
||||
self.parser.set_defaults(func=self._run_stack_list_deps_command)
|
||||
|
||||
def _add_arguments(self):
|
||||
self.parser.add_argument(
|
||||
"config",
|
||||
type=str,
|
||||
nargs="?", # Make it optional
|
||||
metavar="config | distro",
|
||||
help="Path to config file to use or name of known distro (llama stack list for a list).",
|
||||
)
|
||||
|
||||
self.parser.add_argument(
|
||||
"--providers",
|
||||
type=str,
|
||||
default=None,
|
||||
help="sync dependencies for a list of providers and only those providers. This list is formatted like: api1=provider1,api2=provider2. Where there can be multiple providers per API.",
|
||||
)
|
||||
self.parser.add_argument(
|
||||
"--format",
|
||||
type=str,
|
||||
choices=["uv", "deps-only"],
|
||||
default="deps-only",
|
||||
help="Output format: 'uv' shows shell commands, 'deps-only' shows just the list of dependencies without `uv` (default)",
|
||||
)
|
||||
|
||||
def _run_stack_list_deps_command(self, args: argparse.Namespace) -> None:
|
||||
# always keep implementation completely silo-ed away from CLI so CLI
|
||||
# can be fast to load and reduces dependencies
|
||||
from ._list_deps import run_stack_list_deps_command
|
||||
|
||||
return run_stack_list_deps_command(args)
|
|
@ -13,6 +13,7 @@ from llama_stack.cli.subcommand import Subcommand
|
|||
|
||||
from .build import StackBuild
|
||||
from .list_apis import StackListApis
|
||||
from .list_deps import StackListDeps
|
||||
from .list_providers import StackListProviders
|
||||
from .remove import StackRemove
|
||||
from .run import StackRun
|
||||
|
@ -39,6 +40,7 @@ class StackParser(Subcommand):
|
|||
subparsers = self.parser.add_subparsers(title="stack_subcommands")
|
||||
|
||||
# Add sub-commands
|
||||
StackListDeps.create(subparsers)
|
||||
StackBuild.create(subparsers)
|
||||
StackListApis.create(subparsers)
|
||||
StackListProviders.create(subparsers)
|
||||
|
|
|
@ -4,7 +4,28 @@
|
|||
# This source code is licensed under the terms described in the LICENSE file in
|
||||
# the root directory of this source tree.
|
||||
|
||||
import json
|
||||
import sys
|
||||
from enum import Enum
|
||||
from functools import lru_cache
|
||||
from pathlib import Path
|
||||
|
||||
import yaml
|
||||
from termcolor import cprint
|
||||
|
||||
from llama_stack.core.datatypes import (
|
||||
BuildConfig,
|
||||
Provider,
|
||||
StackRunConfig,
|
||||
)
|
||||
from llama_stack.core.distribution import get_provider_registry
|
||||
from llama_stack.core.resolver import InvalidProviderError
|
||||
from llama_stack.core.utils.config_dirs import EXTERNAL_PROVIDERS_DIR
|
||||
from llama_stack.core.utils.dynamic import instantiate_class_type
|
||||
from llama_stack.core.utils.image_types import LlamaStackImageType
|
||||
from llama_stack.providers.datatypes import Api
|
||||
|
||||
TEMPLATES_PATH = Path(__file__).parent.parent.parent / "distributions"
|
||||
|
||||
|
||||
class ImageType(Enum):
|
||||
|
@ -19,3 +40,91 @@ def print_subcommand_description(parser, subparsers):
|
|||
description = subcommand.description
|
||||
description_text += f" {name:<21} {description}\n"
|
||||
parser.epilog = description_text
|
||||
|
||||
|
||||
def generate_run_config(
|
||||
build_config: BuildConfig,
|
||||
build_dir: Path,
|
||||
image_name: str,
|
||||
) -> Path:
|
||||
"""
|
||||
Generate a run.yaml template file for user to edit from a build.yaml file
|
||||
"""
|
||||
apis = list(build_config.distribution_spec.providers.keys())
|
||||
run_config = StackRunConfig(
|
||||
container_image=(image_name if build_config.image_type == LlamaStackImageType.CONTAINER.value else None),
|
||||
image_name=image_name,
|
||||
apis=apis,
|
||||
providers={},
|
||||
external_providers_dir=build_config.external_providers_dir
|
||||
if build_config.external_providers_dir
|
||||
else EXTERNAL_PROVIDERS_DIR,
|
||||
)
|
||||
# build providers dict
|
||||
provider_registry = get_provider_registry(build_config)
|
||||
for api in apis:
|
||||
run_config.providers[api] = []
|
||||
providers = build_config.distribution_spec.providers[api]
|
||||
|
||||
for provider in providers:
|
||||
pid = provider.provider_type.split("::")[-1]
|
||||
|
||||
p = provider_registry[Api(api)][provider.provider_type]
|
||||
if p.deprecation_error:
|
||||
raise InvalidProviderError(p.deprecation_error)
|
||||
|
||||
try:
|
||||
config_type = instantiate_class_type(provider_registry[Api(api)][provider.provider_type].config_class)
|
||||
except (ModuleNotFoundError, ValueError) as exc:
|
||||
# HACK ALERT:
|
||||
# This code executes after building is done, the import cannot work since the
|
||||
# package is either available in the venv or container - not available on the host.
|
||||
# TODO: use a "is_external" flag in ProviderSpec to check if the provider is
|
||||
# external
|
||||
cprint(
|
||||
f"Failed to import provider {provider.provider_type} for API {api} - assuming it's external, skipping: {exc}",
|
||||
color="yellow",
|
||||
file=sys.stderr,
|
||||
)
|
||||
# Set config_type to None to avoid UnboundLocalError
|
||||
config_type = None
|
||||
|
||||
if config_type is not None and hasattr(config_type, "sample_run_config"):
|
||||
config = config_type.sample_run_config(__distro_dir__=f"~/.llama/distributions/{image_name}")
|
||||
else:
|
||||
config = {}
|
||||
|
||||
p_spec = Provider(
|
||||
provider_id=pid,
|
||||
provider_type=provider.provider_type,
|
||||
config=config,
|
||||
module=provider.module,
|
||||
)
|
||||
run_config.providers[api].append(p_spec)
|
||||
|
||||
run_config_file = build_dir / f"{image_name}-run.yaml"
|
||||
|
||||
with open(run_config_file, "w") as f:
|
||||
to_write = json.loads(run_config.model_dump_json())
|
||||
f.write(yaml.dump(to_write, sort_keys=False))
|
||||
|
||||
# Only print this message for non-container builds since it will be displayed before the
|
||||
# container is built
|
||||
# For non-container builds, the run.yaml is generated at the very end of the build process so it
|
||||
# makes sense to display this message
|
||||
if build_config.image_type != LlamaStackImageType.CONTAINER.value:
|
||||
cprint(f"You can now run your stack with `llama stack run {run_config_file}`", color="green", file=sys.stderr)
|
||||
return run_config_file
|
||||
|
||||
|
||||
@lru_cache
|
||||
def available_templates_specs() -> dict[str, BuildConfig]:
|
||||
import yaml
|
||||
|
||||
template_specs = {}
|
||||
for p in TEMPLATES_PATH.rglob("*build.yaml"):
|
||||
template_name = p.parent.name
|
||||
with open(p) as f:
|
||||
build_config = BuildConfig(**yaml.safe_load(f))
|
||||
template_specs[template_name] = build_config
|
||||
return template_specs
|
||||
|
|
|
@ -4,6 +4,7 @@
|
|||
# This source code is licensed under the terms described in the LICENSE file in
|
||||
# the root directory of this source tree.
|
||||
import importlib
|
||||
import importlib.metadata
|
||||
import inspect
|
||||
from typing import Any
|
||||
|
||||
|
|
|
@ -42,25 +42,25 @@ def resolve_config_or_distro(
|
|||
# Strategy 1: Try as file path first
|
||||
config_path = Path(config_or_distro)
|
||||
if config_path.exists() and config_path.is_file():
|
||||
logger.info(f"Using file path: {config_path}")
|
||||
logger.debug(f"Using file path: {config_path}")
|
||||
return config_path.resolve()
|
||||
|
||||
# Strategy 2: Try as distribution name (if no .yaml extension)
|
||||
if not config_or_distro.endswith(".yaml"):
|
||||
distro_config = _get_distro_config_path(config_or_distro, mode)
|
||||
if distro_config.exists():
|
||||
logger.info(f"Using distribution: {distro_config}")
|
||||
logger.debug(f"Using distribution: {distro_config}")
|
||||
return distro_config
|
||||
|
||||
# Strategy 3: Try as built distribution name
|
||||
distrib_config = DISTRIBS_BASE_DIR / f"llamastack-{config_or_distro}" / f"{config_or_distro}-{mode}.yaml"
|
||||
if distrib_config.exists():
|
||||
logger.info(f"Using built distribution: {distrib_config}")
|
||||
logger.debug(f"Using built distribution: {distrib_config}")
|
||||
return distrib_config
|
||||
|
||||
distrib_config = DISTRIBS_BASE_DIR / f"{config_or_distro}" / f"{config_or_distro}-{mode}.yaml"
|
||||
if distrib_config.exists():
|
||||
logger.info(f"Using built distribution: {distrib_config}")
|
||||
logger.debug(f"Using built distribution: {distrib_config}")
|
||||
return distrib_config
|
||||
|
||||
# Strategy 4: Failed - provide helpful error
|
||||
|
|
50
tests/unit/distribution/test_stack_list_deps.py
Normal file
50
tests/unit/distribution/test_stack_list_deps.py
Normal file
|
@ -0,0 +1,50 @@
|
|||
# Copyright (c) Meta Platforms, Inc. and affiliates.
|
||||
# All rights reserved.
|
||||
#
|
||||
# This source code is licensed under the terms described in the LICENSE file in
|
||||
# the root directory of this source tree.
|
||||
|
||||
import argparse
|
||||
from io import StringIO
|
||||
from unittest.mock import patch
|
||||
|
||||
from llama_stack.cli.stack._list_deps import (
|
||||
run_stack_list_deps_command,
|
||||
)
|
||||
|
||||
|
||||
def test_stack_list_deps_basic():
|
||||
args = argparse.Namespace(
|
||||
config=None,
|
||||
env_name="test-env",
|
||||
providers="inference=remote::ollama",
|
||||
format="deps-only",
|
||||
)
|
||||
|
||||
with patch("sys.stdout", new_callable=StringIO) as mock_stdout:
|
||||
run_stack_list_deps_command(args)
|
||||
output = mock_stdout.getvalue()
|
||||
|
||||
# deps-only format should NOT include "uv pip install" or "Dependencies for"
|
||||
assert "uv pip install" not in output
|
||||
assert "Dependencies for" not in output
|
||||
|
||||
# Check that expected dependencies are present
|
||||
assert "ollama" in output
|
||||
assert "aiohttp" in output
|
||||
assert "fastapi" in output
|
||||
|
||||
|
||||
def test_stack_list_deps_with_distro_uv():
|
||||
args = argparse.Namespace(
|
||||
config="starter",
|
||||
env_name=None,
|
||||
providers=None,
|
||||
format="uv",
|
||||
)
|
||||
|
||||
with patch("sys.stdout", new_callable=StringIO) as mock_stdout:
|
||||
run_stack_list_deps_command(args)
|
||||
output = mock_stdout.getvalue()
|
||||
|
||||
assert "uv pip install" in output
|
38
uv.lock
generated
38
uv.lock
generated
|
@ -4129,27 +4129,27 @@ wheels = [
|
|||
|
||||
[[package]]
|
||||
name = "ruff"
|
||||
version = "0.12.5"
|
||||
version = "0.9.10"
|
||||
source = { registry = "https://pypi.org/simple" }
|
||||
sdist = { url = "https://files.pythonhosted.org/packages/30/cd/01015eb5034605fd98d829c5839ec2c6b4582b479707f7c1c2af861e8258/ruff-0.12.5.tar.gz", hash = "sha256:b209db6102b66f13625940b7f8c7d0f18e20039bb7f6101fbdac935c9612057e", size = 5170722, upload-time = "2025-07-24T13:26:37.456Z" }
|
||||
sdist = { url = "https://files.pythonhosted.org/packages/20/8e/fafaa6f15c332e73425d9c44ada85360501045d5ab0b81400076aff27cf6/ruff-0.9.10.tar.gz", hash = "sha256:9bacb735d7bada9cfb0f2c227d3658fc443d90a727b47f206fb33f52f3c0eac7", size = 3759776, upload-time = "2025-03-07T15:27:44.363Z" }
|
||||
wheels = [
|
||||
{ url = "https://files.pythonhosted.org/packages/d4/de/ad2f68f0798ff15dd8c0bcc2889558970d9a685b3249565a937cd820ad34/ruff-0.12.5-py3-none-linux_armv6l.whl", hash = "sha256:1de2c887e9dec6cb31fcb9948299de5b2db38144e66403b9660c9548a67abd92", size = 11819133, upload-time = "2025-07-24T13:25:56.369Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/f8/fc/c6b65cd0e7fbe60f17e7ad619dca796aa49fbca34bb9bea5f8faf1ec2643/ruff-0.12.5-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:d1ab65e7d8152f519e7dea4de892317c9da7a108da1c56b6a3c1d5e7cf4c5e9a", size = 12501114, upload-time = "2025-07-24T13:25:59.471Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/c5/de/c6bec1dce5ead9f9e6a946ea15e8d698c35f19edc508289d70a577921b30/ruff-0.12.5-py3-none-macosx_11_0_arm64.whl", hash = "sha256:962775ed5b27c7aa3fdc0d8f4d4433deae7659ef99ea20f783d666e77338b8cf", size = 11716873, upload-time = "2025-07-24T13:26:01.496Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/a1/16/cf372d2ebe91e4eb5b82a2275c3acfa879e0566a7ac94d331ea37b765ac8/ruff-0.12.5-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:73b4cae449597e7195a49eb1cdca89fd9fbb16140c7579899e87f4c85bf82f73", size = 11958829, upload-time = "2025-07-24T13:26:03.721Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/25/bf/cd07e8f6a3a6ec746c62556b4c4b79eeb9b0328b362bb8431b7b8afd3856/ruff-0.12.5-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:8b13489c3dc50de5e2d40110c0cce371e00186b880842e245186ca862bf9a1ac", size = 11626619, upload-time = "2025-07-24T13:26:06.118Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/d8/c9/c2ccb3b8cbb5661ffda6925f81a13edbb786e623876141b04919d1128370/ruff-0.12.5-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:f1504fea81461cf4841778b3ef0a078757602a3b3ea4b008feb1308cb3f23e08", size = 13221894, upload-time = "2025-07-24T13:26:08.292Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/6b/58/68a5be2c8e5590ecdad922b2bcd5583af19ba648f7648f95c51c3c1eca81/ruff-0.12.5-py3-none-manylinux_2_17_ppc64.manylinux2014_ppc64.whl", hash = "sha256:c7da4129016ae26c32dfcbd5b671fe652b5ab7fc40095d80dcff78175e7eddd4", size = 14163909, upload-time = "2025-07-24T13:26:10.474Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/bd/d1/ef6b19622009ba8386fdb792c0743f709cf917b0b2f1400589cbe4739a33/ruff-0.12.5-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:ca972c80f7ebcfd8af75a0f18b17c42d9f1ef203d163669150453f50ca98ab7b", size = 13583652, upload-time = "2025-07-24T13:26:13.381Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/62/e3/1c98c566fe6809a0c83751d825a03727f242cdbe0d142c9e292725585521/ruff-0.12.5-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:8dbbf9f25dfb501f4237ae7501d6364b76a01341c6f1b2cd6764fe449124bb2a", size = 12700451, upload-time = "2025-07-24T13:26:15.488Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/24/ff/96058f6506aac0fbc0d0fc0d60b0d0bd746240a0594657a2d94ad28033ba/ruff-0.12.5-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2c47dea6ae39421851685141ba9734767f960113d51e83fd7bb9958d5be8763a", size = 12937465, upload-time = "2025-07-24T13:26:17.808Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/eb/d3/68bc5e7ab96c94b3589d1789f2dd6dd4b27b263310019529ac9be1e8f31b/ruff-0.12.5-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:c5076aa0e61e30f848846f0265c873c249d4b558105b221be1828f9f79903dc5", size = 11771136, upload-time = "2025-07-24T13:26:20.422Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/52/75/7356af30a14584981cabfefcf6106dea98cec9a7af4acb5daaf4b114845f/ruff-0.12.5-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:a5a4c7830dadd3d8c39b1cc85386e2c1e62344f20766be6f173c22fb5f72f293", size = 11601644, upload-time = "2025-07-24T13:26:22.928Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/c2/67/91c71d27205871737cae11025ee2b098f512104e26ffd8656fd93d0ada0a/ruff-0.12.5-py3-none-musllinux_1_2_i686.whl", hash = "sha256:46699f73c2b5b137b9dc0fc1a190b43e35b008b398c6066ea1350cce6326adcb", size = 12478068, upload-time = "2025-07-24T13:26:26.134Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/34/04/b6b00383cf2f48e8e78e14eb258942fdf2a9bf0287fbf5cdd398b749193a/ruff-0.12.5-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:5a655a0a0d396f0f072faafc18ebd59adde8ca85fb848dc1b0d9f024b9c4d3bb", size = 12991537, upload-time = "2025-07-24T13:26:28.533Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/3e/b9/053d6445dc7544fb6594785056d8ece61daae7214859ada4a152ad56b6e0/ruff-0.12.5-py3-none-win32.whl", hash = "sha256:dfeb2627c459b0b78ca2bbdc38dd11cc9a0a88bf91db982058b26ce41714ffa9", size = 11751575, upload-time = "2025-07-24T13:26:30.835Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/bc/0f/ab16e8259493137598b9149734fec2e06fdeda9837e6f634f5c4e35916da/ruff-0.12.5-py3-none-win_amd64.whl", hash = "sha256:ae0d90cf5f49466c954991b9d8b953bd093c32c27608e409ae3564c63c5306a5", size = 12882273, upload-time = "2025-07-24T13:26:32.929Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/00/db/c376b0661c24cf770cb8815268190668ec1330eba8374a126ceef8c72d55/ruff-0.12.5-py3-none-win_arm64.whl", hash = "sha256:48cdbfc633de2c5c37d9f090ba3b352d1576b0015bfc3bc98eaf230275b7e805", size = 11951564, upload-time = "2025-07-24T13:26:34.994Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/73/b2/af7c2cc9e438cbc19fafeec4f20bfcd72165460fe75b2b6e9a0958c8c62b/ruff-0.9.10-py3-none-linux_armv6l.whl", hash = "sha256:eb4d25532cfd9fe461acc83498361ec2e2252795b4f40b17e80692814329e42d", size = 10049494, upload-time = "2025-03-07T15:26:51.268Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/6d/12/03f6dfa1b95ddd47e6969f0225d60d9d7437c91938a310835feb27927ca0/ruff-0.9.10-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:188a6638dab1aa9bb6228a7302387b2c9954e455fb25d6b4470cb0641d16759d", size = 10853584, upload-time = "2025-03-07T15:26:56.104Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/02/49/1c79e0906b6ff551fb0894168763f705bf980864739572b2815ecd3c9df0/ruff-0.9.10-py3-none-macosx_11_0_arm64.whl", hash = "sha256:5284dcac6b9dbc2fcb71fdfc26a217b2ca4ede6ccd57476f52a587451ebe450d", size = 10155692, upload-time = "2025-03-07T15:27:01.385Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/5b/01/85e8082e41585e0e1ceb11e41c054e9e36fed45f4b210991052d8a75089f/ruff-0.9.10-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:47678f39fa2a3da62724851107f438c8229a3470f533894b5568a39b40029c0c", size = 10369760, upload-time = "2025-03-07T15:27:04.023Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/a1/90/0bc60bd4e5db051f12445046d0c85cc2c617095c0904f1aa81067dc64aea/ruff-0.9.10-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:99713a6e2766b7a17147b309e8c915b32b07a25c9efd12ada79f217c9c778b3e", size = 9912196, upload-time = "2025-03-07T15:27:06.93Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/66/ea/0b7e8c42b1ec608033c4d5a02939c82097ddcb0b3e393e4238584b7054ab/ruff-0.9.10-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:524ee184d92f7c7304aa568e2db20f50c32d1d0caa235d8ddf10497566ea1a12", size = 11434985, upload-time = "2025-03-07T15:27:10.082Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/d5/86/3171d1eff893db4f91755175a6e1163c5887be1f1e2f4f6c0c59527c2bfd/ruff-0.9.10-py3-none-manylinux_2_17_ppc64.manylinux2014_ppc64.whl", hash = "sha256:df92aeac30af821f9acf819fc01b4afc3dfb829d2782884f8739fb52a8119a16", size = 12155842, upload-time = "2025-03-07T15:27:12.727Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/89/9e/700ca289f172a38eb0bca752056d0a42637fa17b81649b9331786cb791d7/ruff-0.9.10-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:de42e4edc296f520bb84954eb992a07a0ec5a02fecb834498415908469854a52", size = 11613804, upload-time = "2025-03-07T15:27:15.944Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/f2/92/648020b3b5db180f41a931a68b1c8575cca3e63cec86fd26807422a0dbad/ruff-0.9.10-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:d257f95b65806104b6b1ffca0ea53f4ef98454036df65b1eda3693534813ecd1", size = 13823776, upload-time = "2025-03-07T15:27:18.996Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/5e/a6/cc472161cd04d30a09d5c90698696b70c169eeba2c41030344194242db45/ruff-0.9.10-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b60dec7201c0b10d6d11be00e8f2dbb6f40ef1828ee75ed739923799513db24c", size = 11302673, upload-time = "2025-03-07T15:27:21.655Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/6c/db/d31c361c4025b1b9102b4d032c70a69adb9ee6fde093f6c3bf29f831c85c/ruff-0.9.10-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:d838b60007da7a39c046fcdd317293d10b845001f38bcb55ba766c3875b01e43", size = 10235358, upload-time = "2025-03-07T15:27:24.72Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/d1/86/d6374e24a14d4d93ebe120f45edd82ad7dcf3ef999ffc92b197d81cdc2a5/ruff-0.9.10-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:ccaf903108b899beb8e09a63ffae5869057ab649c1e9231c05ae354ebc62066c", size = 9886177, upload-time = "2025-03-07T15:27:27.282Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/00/62/a61691f6eaaac1e945a1f3f59f1eea9a218513139d5b6c2b8f88b43b5b8f/ruff-0.9.10-py3-none-musllinux_1_2_i686.whl", hash = "sha256:f9567d135265d46e59d62dc60c0bfad10e9a6822e231f5b24032dba5a55be6b5", size = 10864747, upload-time = "2025-03-07T15:27:30.637Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/ee/94/2c7065e1d92a8a8a46d46d9c3cf07b0aa7e0a1e0153d74baa5e6620b4102/ruff-0.9.10-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:5f202f0d93738c28a89f8ed9eaba01b7be339e5d8d642c994347eaa81c6d75b8", size = 11360441, upload-time = "2025-03-07T15:27:33.356Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/a7/8f/1f545ea6f9fcd7bf4368551fb91d2064d8f0577b3079bb3f0ae5779fb773/ruff-0.9.10-py3-none-win32.whl", hash = "sha256:bfb834e87c916521ce46b1788fbb8484966e5113c02df216680102e9eb960029", size = 10247401, upload-time = "2025-03-07T15:27:35.994Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/4f/18/fb703603ab108e5c165f52f5b86ee2aa9be43bb781703ec87c66a5f5d604/ruff-0.9.10-py3-none-win_amd64.whl", hash = "sha256:f2160eeef3031bf4b17df74e307d4c5fb689a6f3a26a2de3f7ef4044e3c484f1", size = 11366360, upload-time = "2025-03-07T15:27:38.66Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/35/85/338e603dc68e7d9994d5d84f24adbf69bae760ba5efd3e20f5ff2cec18da/ruff-0.9.10-py3-none-win_arm64.whl", hash = "sha256:5fd804c0327a5e5ea26615550e706942f348b197d5475ff34c19733aee4b2e69", size = 10436892, upload-time = "2025-03-07T15:27:41.687Z" },
|
||||
]
|
||||
|
||||
[[package]]
|
||||
|
|
Loading…
Add table
Add a link
Reference in a new issue