mirror of
https://github.com/meta-llama/llama-stack.git
synced 2025-10-22 16:23:08 +00:00
chore: remove build.py
# What does this PR do? ## Test Plan
This commit is contained in:
Eric Huang
parent
407bade359
commit
98ffa50b2c
15 changed files with 9 additions and 1306 deletions
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@ -1,410 +0,0 @@
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#!/usr/bin/env bash
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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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LLAMA_STACK_DIR=${LLAMA_STACK_DIR:-}
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LLAMA_STACK_CLIENT_DIR=${LLAMA_STACK_CLIENT_DIR:-}
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TEST_PYPI_VERSION=${TEST_PYPI_VERSION:-}
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PYPI_VERSION=${PYPI_VERSION:-}
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BUILD_PLATFORM=${BUILD_PLATFORM:-}
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# This timeout (in seconds) is necessary when installing PyTorch via uv since it's likely to time out
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# Reference: https://github.com/astral-sh/uv/pull/1694
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UV_HTTP_TIMEOUT=${UV_HTTP_TIMEOUT:-500}
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# mounting is not supported by docker buildx, so we use COPY instead
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USE_COPY_NOT_MOUNT=${USE_COPY_NOT_MOUNT:-}
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# Path to the run.yaml file in the container
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RUN_CONFIG_PATH=/app/run.yaml
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BUILD_CONTEXT_DIR=$(pwd)
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set -euo pipefail
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# Define color codes
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RED='\033[0;31m'
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NC='\033[0m' # No Color
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# Usage function
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usage() {
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echo "Usage: $0 --image-name <image_name> --container-base <container_base> --normal-deps <pip_dependencies> [--run-config <run_config>] [--external-provider-deps <external_provider_deps>] [--optional-deps <special_pip_deps>]"
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echo "Example: $0 --image-name llama-stack-img --container-base python:3.12-slim --normal-deps 'numpy pandas' --run-config ./run.yaml --external-provider-deps 'foo' --optional-deps 'bar'"
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exit 1
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}
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# Parse arguments
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image_name=""
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container_base=""
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normal_deps=""
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external_provider_deps=""
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optional_deps=""
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run_config=""
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distro_or_config=""
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while [[ $# -gt 0 ]]; do
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key="$1"
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case "$key" in
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--image-name)
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if [[ -z "$2" || "$2" == --* ]]; then
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echo "Error: --image-name requires a string value" >&2
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usage
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fi
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image_name="$2"
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shift 2
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;;
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--container-base)
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if [[ -z "$2" || "$2" == --* ]]; then
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echo "Error: --container-base requires a string value" >&2
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usage
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fi
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container_base="$2"
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shift 2
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;;
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--normal-deps)
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if [[ -z "$2" || "$2" == --* ]]; then
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echo "Error: --normal-deps requires a string value" >&2
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usage
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fi
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normal_deps="$2"
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shift 2
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;;
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--external-provider-deps)
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if [[ -z "$2" || "$2" == --* ]]; then
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echo "Error: --external-provider-deps requires a string value" >&2
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usage
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fi
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external_provider_deps="$2"
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shift 2
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;;
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--optional-deps)
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if [[ -z "$2" || "$2" == --* ]]; then
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echo "Error: --optional-deps requires a string value" >&2
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usage
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fi
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optional_deps="$2"
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shift 2
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;;
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--run-config)
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if [[ -z "$2" || "$2" == --* ]]; then
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echo "Error: --run-config requires a string value" >&2
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usage
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fi
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run_config="$2"
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shift 2
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;;
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--distro-or-config)
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if [[ -z "$2" || "$2" == --* ]]; then
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echo "Error: --distro-or-config requires a string value" >&2
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usage
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fi
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distro_or_config="$2"
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shift 2
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;;
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*)
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echo "Unknown option: $1" >&2
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usage
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;;
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esac
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done
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# Check required arguments
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if [[ -z "$image_name" || -z "$container_base" || -z "$normal_deps" ]]; then
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echo "Error: --image-name, --container-base, and --normal-deps are required." >&2
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usage
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fi
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CONTAINER_BINARY=${CONTAINER_BINARY:-docker}
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CONTAINER_OPTS=${CONTAINER_OPTS:---progress=plain}
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TEMP_DIR=$(mktemp -d)
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SCRIPT_DIR=$(dirname "$(readlink -f "$0")")
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source "$SCRIPT_DIR/common.sh"
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add_to_container() {
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output_file="$TEMP_DIR/Containerfile"
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if [ -t 0 ]; then
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printf '%s\n' "$1" >>"$output_file"
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else
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cat >>"$output_file"
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fi
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}
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if ! is_command_available "$CONTAINER_BINARY"; then
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printf "${RED}Error: ${CONTAINER_BINARY} command not found. Is ${CONTAINER_BINARY} installed and in your PATH?${NC}" >&2
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exit 1
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fi
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if [[ $container_base == *"registry.access.redhat.com/ubi9"* ]]; then
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add_to_container << EOF
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FROM $container_base
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WORKDIR /app
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# We install the Python 3.12 dev headers and build tools so that any
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# C-extension wheels (e.g. polyleven, faiss-cpu) can compile successfully.
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RUN dnf -y update && dnf install -y iputils git net-tools wget \
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vim-minimal python3.12 python3.12-pip python3.12-wheel \
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python3.12-setuptools python3.12-devel gcc gcc-c++ make && \
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ln -s /bin/pip3.12 /bin/pip && ln -s /bin/python3.12 /bin/python && dnf clean all
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ENV UV_SYSTEM_PYTHON=1
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RUN pip install uv
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EOF
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else
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add_to_container << EOF
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FROM $container_base
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WORKDIR /app
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RUN apt-get update && apt-get install -y \
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iputils-ping net-tools iproute2 dnsutils telnet \
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curl wget telnet git\
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procps psmisc lsof \
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traceroute \
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bubblewrap \
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gcc g++ \
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&& rm -rf /var/lib/apt/lists/*
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ENV UV_SYSTEM_PYTHON=1
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RUN pip install uv
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EOF
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fi
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# Add pip dependencies first since llama-stack is what will change most often
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# so we can reuse layers.
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if [ -n "$normal_deps" ]; then
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read -ra pip_args <<< "$normal_deps"
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quoted_deps=$(printf " %q" "${pip_args[@]}")
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add_to_container << EOF
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RUN uv pip install --no-cache $quoted_deps
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EOF
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fi
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if [ -n "$optional_deps" ]; then
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IFS='#' read -ra parts <<<"$optional_deps"
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for part in "${parts[@]}"; do
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read -ra pip_args <<< "$part"
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quoted_deps=$(printf " %q" "${pip_args[@]}")
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add_to_container <<EOF
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RUN uv pip install --no-cache $quoted_deps
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EOF
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done
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fi
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if [ -n "$external_provider_deps" ]; then
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IFS='#' read -ra parts <<<"$external_provider_deps"
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for part in "${parts[@]}"; do
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read -ra pip_args <<< "$part"
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quoted_deps=$(printf " %q" "${pip_args[@]}")
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add_to_container <<EOF
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RUN uv pip install --no-cache $quoted_deps
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EOF
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add_to_container <<EOF
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RUN python3 - <<PYTHON | uv pip install --no-cache -r -
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import importlib
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import sys
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try:
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package_name = '$part'.split('==')[0].split('>=')[0].split('<=')[0].split('!=')[0].split('<')[0].split('>')[0]
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module = importlib.import_module(f'{package_name}.provider')
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spec = module.get_provider_spec()
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if hasattr(spec, 'pip_packages') and spec.pip_packages:
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if isinstance(spec.pip_packages, (list, tuple)):
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print('\n'.join(spec.pip_packages))
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except Exception as e:
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print(f'Error getting provider spec for {package_name}: {e}', file=sys.stderr)
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PYTHON
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EOF
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done
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fi
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get_python_cmd() {
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if is_command_available python; then
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echo "python"
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elif is_command_available python3; then
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echo "python3"
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else
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echo "Error: Neither python nor python3 is installed. Please install Python to continue." >&2
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exit 1
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fi
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}
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if [ -n "$run_config" ]; then
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# Copy the run config to the build context since it's an absolute path
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cp "$run_config" "$BUILD_CONTEXT_DIR/run.yaml"
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# Parse the run.yaml configuration to identify external provider directories
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# If external providers are specified, copy their directory to the container
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# and update the configuration to reference the new container path
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python_cmd=$(get_python_cmd)
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external_providers_dir=$($python_cmd -c "import yaml; config = yaml.safe_load(open('$run_config')); print(config.get('external_providers_dir') or '')")
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external_providers_dir=$(eval echo "$external_providers_dir")
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if [ -n "$external_providers_dir" ]; then
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if [ -d "$external_providers_dir" ]; then
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echo "Copying external providers directory: $external_providers_dir"
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cp -r "$external_providers_dir" "$BUILD_CONTEXT_DIR/providers.d"
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add_to_container << EOF
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COPY providers.d /.llama/providers.d
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EOF
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fi
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# Edit the run.yaml file to change the external_providers_dir to /.llama/providers.d
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if [ "$(uname)" = "Darwin" ]; then
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sed -i.bak -e 's|external_providers_dir:.*|external_providers_dir: /.llama/providers.d|' "$BUILD_CONTEXT_DIR/run.yaml"
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rm -f "$BUILD_CONTEXT_DIR/run.yaml.bak"
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else
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sed -i 's|external_providers_dir:.*|external_providers_dir: /.llama/providers.d|' "$BUILD_CONTEXT_DIR/run.yaml"
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fi
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fi
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# Copy run config into docker image
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add_to_container << EOF
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COPY run.yaml $RUN_CONFIG_PATH
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EOF
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fi
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stack_mount="/app/llama-stack-source"
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client_mount="/app/llama-stack-client-source"
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install_local_package() {
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local dir="$1"
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local mount_point="$2"
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local name="$3"
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if [ ! -d "$dir" ]; then
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echo "${RED}Warning: $name is set but directory does not exist: $dir${NC}" >&2
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exit 1
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fi
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if [ "$USE_COPY_NOT_MOUNT" = "true" ]; then
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add_to_container << EOF
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COPY $dir $mount_point
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EOF
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fi
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add_to_container << EOF
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RUN uv pip install --no-cache -e $mount_point
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EOF
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}
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if [ -n "$LLAMA_STACK_CLIENT_DIR" ]; then
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install_local_package "$LLAMA_STACK_CLIENT_DIR" "$client_mount" "LLAMA_STACK_CLIENT_DIR"
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fi
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if [ -n "$LLAMA_STACK_DIR" ]; then
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install_local_package "$LLAMA_STACK_DIR" "$stack_mount" "LLAMA_STACK_DIR"
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else
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if [ -n "$TEST_PYPI_VERSION" ]; then
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# these packages are damaged in test-pypi, so install them first
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add_to_container << EOF
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RUN uv pip install --no-cache fastapi libcst
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EOF
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add_to_container << EOF
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RUN uv pip install --no-cache --extra-index-url https://test.pypi.org/simple/ \
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--index-strategy unsafe-best-match \
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llama-stack==$TEST_PYPI_VERSION
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EOF
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else
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if [ -n "$PYPI_VERSION" ]; then
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SPEC_VERSION="llama-stack==${PYPI_VERSION}"
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else
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SPEC_VERSION="llama-stack"
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fi
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add_to_container << EOF
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RUN uv pip install --no-cache $SPEC_VERSION
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EOF
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fi
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fi
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# remove uv after installation
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add_to_container << EOF
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RUN pip uninstall -y uv
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EOF
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# If a run config is provided, we use the llama stack CLI
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if [[ -n "$run_config" ]]; then
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add_to_container << EOF
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ENTRYPOINT ["llama", "stack", "run", "$RUN_CONFIG_PATH"]
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EOF
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elif [[ "$distro_or_config" != *.yaml ]]; then
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add_to_container << EOF
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ENTRYPOINT ["llama", "stack", "run", "$distro_or_config"]
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EOF
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fi
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# Add other require item commands genearic to all containers
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add_to_container << EOF
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RUN mkdir -p /.llama /.cache && chmod -R g+rw /.llama /.cache && (chmod -R g+rw /app 2>/dev/null || true)
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EOF
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printf "Containerfile created successfully in %s/Containerfile\n\n" "$TEMP_DIR"
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cat "$TEMP_DIR"/Containerfile
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printf "\n"
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# Start building the CLI arguments
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CLI_ARGS=()
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# Read CONTAINER_OPTS and put it in an array
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read -ra CLI_ARGS <<< "$CONTAINER_OPTS"
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if [ "$USE_COPY_NOT_MOUNT" != "true" ]; then
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if [ -n "$LLAMA_STACK_DIR" ]; then
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CLI_ARGS+=("-v" "$(readlink -f "$LLAMA_STACK_DIR"):$stack_mount")
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fi
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if [ -n "$LLAMA_STACK_CLIENT_DIR" ]; then
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CLI_ARGS+=("-v" "$(readlink -f "$LLAMA_STACK_CLIENT_DIR"):$client_mount")
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fi
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fi
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if is_command_available selinuxenabled && selinuxenabled; then
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# Disable SELinux labels -- we don't want to relabel the llama-stack source dir
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CLI_ARGS+=("--security-opt" "label=disable")
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fi
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# Set version tag based on PyPI version
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if [ -n "$PYPI_VERSION" ]; then
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version_tag="$PYPI_VERSION"
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elif [ -n "$TEST_PYPI_VERSION" ]; then
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version_tag="test-$TEST_PYPI_VERSION"
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elif [[ -n "$LLAMA_STACK_DIR" || -n "$LLAMA_STACK_CLIENT_DIR" ]]; then
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version_tag="dev"
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else
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URL="https://pypi.org/pypi/llama-stack/json"
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version_tag=$(curl -s $URL | jq -r '.info.version')
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fi
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# Add version tag to image name
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image_tag="$image_name:$version_tag"
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# Detect platform architecture
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ARCH=$(uname -m)
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if [ -n "$BUILD_PLATFORM" ]; then
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CLI_ARGS+=("--platform" "$BUILD_PLATFORM")
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elif [ "$ARCH" = "arm64" ] || [ "$ARCH" = "aarch64" ]; then
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CLI_ARGS+=("--platform" "linux/arm64")
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elif [ "$ARCH" = "x86_64" ]; then
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CLI_ARGS+=("--platform" "linux/amd64")
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else
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echo "Unsupported architecture: $ARCH"
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exit 1
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fi
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echo "PWD: $(pwd)"
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echo "Containerfile: $TEMP_DIR/Containerfile"
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set -x
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$CONTAINER_BINARY build \
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"${CLI_ARGS[@]}" \
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-t "$image_tag" \
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-f "$TEMP_DIR/Containerfile" \
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"$BUILD_CONTEXT_DIR"
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# clean up tmp/configs
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rm -rf "$BUILD_CONTEXT_DIR/run.yaml" "$TEMP_DIR"
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set +x
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echo "Success!"
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|
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@ -1,220 +0,0 @@
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#!/bin/bash
|
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|
||||
# Copyright (c) Meta Platforms, Inc. and affiliates.
|
||||
# All rights reserved.
|
||||
#
|
||||
# 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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|
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LLAMA_STACK_DIR=${LLAMA_STACK_DIR:-}
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LLAMA_STACK_CLIENT_DIR=${LLAMA_STACK_CLIENT_DIR:-}
|
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TEST_PYPI_VERSION=${TEST_PYPI_VERSION:-}
|
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# This timeout (in seconds) is necessary when installing PyTorch via uv since it's likely to time out
|
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# Reference: https://github.com/astral-sh/uv/pull/1694
|
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UV_HTTP_TIMEOUT=${UV_HTTP_TIMEOUT:-500}
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UV_SYSTEM_PYTHON=${UV_SYSTEM_PYTHON:-}
|
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VIRTUAL_ENV=${VIRTUAL_ENV:-}
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|
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set -euo pipefail
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|
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# Define color codes
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RED='\033[0;31m'
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NC='\033[0m' # No Color
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|
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SCRIPT_DIR=$(dirname "$(readlink -f "$0")")
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source "$SCRIPT_DIR/common.sh"
|
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|
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# Usage function
|
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usage() {
|
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echo "Usage: $0 --env-name <env_name> --normal-deps <pip_dependencies> [--external-provider-deps <external_provider_deps>] [--optional-deps <special_pip_deps>]"
|
||||
echo "Example: $0 --env-name mybuild --normal-deps 'numpy pandas scipy' --external-provider-deps 'foo' --optional-deps 'bar'"
|
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exit 1
|
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}
|
||||
|
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# Parse arguments
|
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env_name=""
|
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normal_deps=""
|
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external_provider_deps=""
|
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optional_deps=""
|
||||
|
||||
while [[ $# -gt 0 ]]; do
|
||||
key="$1"
|
||||
case "$key" in
|
||||
--env-name)
|
||||
if [[ -z "$2" || "$2" == --* ]]; then
|
||||
echo "Error: --env-name requires a string value" >&2
|
||||
usage
|
||||
fi
|
||||
env_name="$2"
|
||||
shift 2
|
||||
;;
|
||||
--normal-deps)
|
||||
if [[ -z "$2" || "$2" == --* ]]; then
|
||||
echo "Error: --normal-deps requires a string value" >&2
|
||||
usage
|
||||
fi
|
||||
normal_deps="$2"
|
||||
shift 2
|
||||
;;
|
||||
--external-provider-deps)
|
||||
if [[ -z "$2" || "$2" == --* ]]; then
|
||||
echo "Error: --external-provider-deps requires a string value" >&2
|
||||
usage
|
||||
fi
|
||||
external_provider_deps="$2"
|
||||
shift 2
|
||||
;;
|
||||
--optional-deps)
|
||||
if [[ -z "$2" || "$2" == --* ]]; then
|
||||
echo "Error: --optional-deps requires a string value" >&2
|
||||
usage
|
||||
fi
|
||||
optional_deps="$2"
|
||||
shift 2
|
||||
;;
|
||||
*)
|
||||
echo "Unknown option: $1" >&2
|
||||
usage
|
||||
;;
|
||||
esac
|
||||
done
|
||||
|
||||
# Check required arguments
|
||||
if [[ -z "$env_name" || -z "$normal_deps" ]]; then
|
||||
echo "Error: --env-name and --normal-deps are required." >&2
|
||||
usage
|
||||
fi
|
||||
|
||||
if [ -n "$LLAMA_STACK_DIR" ]; then
|
||||
echo "Using llama-stack-dir=$LLAMA_STACK_DIR"
|
||||
fi
|
||||
if [ -n "$LLAMA_STACK_CLIENT_DIR" ]; then
|
||||
echo "Using llama-stack-client-dir=$LLAMA_STACK_CLIENT_DIR"
|
||||
fi
|
||||
|
||||
ENVNAME=""
|
||||
|
||||
# pre-run checks to make sure we can proceed with the installation
|
||||
pre_run_checks() {
|
||||
local env_name="$1"
|
||||
|
||||
if ! is_command_available uv; then
|
||||
echo "uv is not installed, trying to install it."
|
||||
if ! is_command_available pip; then
|
||||
echo "pip is not installed, cannot automatically install 'uv'."
|
||||
echo "Follow this link to install it:"
|
||||
echo "https://docs.astral.sh/uv/getting-started/installation/"
|
||||
exit 1
|
||||
else
|
||||
pip install uv
|
||||
fi
|
||||
fi
|
||||
|
||||
# checking if an environment with the same name already exists
|
||||
if [ -d "$env_name" ]; then
|
||||
echo "Environment '$env_name' already exists, re-using it."
|
||||
fi
|
||||
}
|
||||
|
||||
run() {
|
||||
# Use only global variables set by flag parser
|
||||
if [ -n "$UV_SYSTEM_PYTHON" ] || [ "$env_name" == "__system__" ]; then
|
||||
echo "Installing dependencies in system Python environment"
|
||||
export UV_SYSTEM_PYTHON=1
|
||||
elif [ "$VIRTUAL_ENV" == "$env_name" ]; then
|
||||
echo "Virtual environment $env_name is already active"
|
||||
else
|
||||
echo "Using virtual environment $env_name"
|
||||
uv venv "$env_name"
|
||||
source "$env_name/bin/activate"
|
||||
fi
|
||||
|
||||
if [ -n "$TEST_PYPI_VERSION" ]; then
|
||||
uv pip install fastapi libcst
|
||||
uv pip install --extra-index-url https://test.pypi.org/simple/ \
|
||||
--index-strategy unsafe-best-match \
|
||||
llama-stack=="$TEST_PYPI_VERSION" \
|
||||
$normal_deps
|
||||
if [ -n "$optional_deps" ]; then
|
||||
IFS='#' read -ra parts <<<"$optional_deps"
|
||||
for part in "${parts[@]}"; do
|
||||
echo "$part"
|
||||
uv pip install $part
|
||||
done
|
||||
fi
|
||||
if [ -n "$external_provider_deps" ]; then
|
||||
IFS='#' read -ra parts <<<"$external_provider_deps"
|
||||
for part in "${parts[@]}"; do
|
||||
echo "$part"
|
||||
uv pip install "$part"
|
||||
done
|
||||
fi
|
||||
else
|
||||
if [ -n "$LLAMA_STACK_DIR" ]; then
|
||||
# only warn if DIR does not start with "git+"
|
||||
if [ ! -d "$LLAMA_STACK_DIR" ] && [[ "$LLAMA_STACK_DIR" != git+* ]]; then
|
||||
printf "${RED}Warning: LLAMA_STACK_DIR is set but directory does not exist: %s${NC}\n" "$LLAMA_STACK_DIR" >&2
|
||||
exit 1
|
||||
fi
|
||||
printf "Installing from LLAMA_STACK_DIR: %s\n" "$LLAMA_STACK_DIR"
|
||||
# editable only if LLAMA_STACK_DIR does not start with "git+"
|
||||
if [[ "$LLAMA_STACK_DIR" != git+* ]]; then
|
||||
EDITABLE="-e"
|
||||
else
|
||||
EDITABLE=""
|
||||
fi
|
||||
uv pip install --no-cache-dir $EDITABLE "$LLAMA_STACK_DIR"
|
||||
else
|
||||
uv pip install --no-cache-dir llama-stack
|
||||
fi
|
||||
|
||||
if [ -n "$LLAMA_STACK_CLIENT_DIR" ]; then
|
||||
# only warn if DIR does not start with "git+"
|
||||
if [ ! -d "$LLAMA_STACK_CLIENT_DIR" ] && [[ "$LLAMA_STACK_CLIENT_DIR" != git+* ]]; then
|
||||
printf "${RED}Warning: LLAMA_STACK_CLIENT_DIR is set but directory does not exist: %s${NC}\n" "$LLAMA_STACK_CLIENT_DIR" >&2
|
||||
exit 1
|
||||
fi
|
||||
printf "Installing from LLAMA_STACK_CLIENT_DIR: %s\n" "$LLAMA_STACK_CLIENT_DIR"
|
||||
# editable only if LLAMA_STACK_CLIENT_DIR does not start with "git+"
|
||||
if [[ "$LLAMA_STACK_CLIENT_DIR" != git+* ]]; then
|
||||
EDITABLE="-e"
|
||||
else
|
||||
EDITABLE=""
|
||||
fi
|
||||
uv pip install --no-cache-dir $EDITABLE "$LLAMA_STACK_CLIENT_DIR"
|
||||
fi
|
||||
|
||||
printf "Installing pip dependencies\n"
|
||||
uv pip install $normal_deps
|
||||
if [ -n "$optional_deps" ]; then
|
||||
IFS='#' read -ra parts <<<"$optional_deps"
|
||||
for part in "${parts[@]}"; do
|
||||
echo "Installing special provider module: $part"
|
||||
uv pip install $part
|
||||
done
|
||||
fi
|
||||
if [ -n "$external_provider_deps" ]; then
|
||||
IFS='#' read -ra parts <<<"$external_provider_deps"
|
||||
for part in "${parts[@]}"; do
|
||||
echo "Installing external provider module: $part"
|
||||
uv pip install "$part"
|
||||
echo "Getting provider spec for module: $part and installing dependencies"
|
||||
package_name=$(echo "$part" | sed 's/[<>=!].*//')
|
||||
python3 -c "
|
||||
import importlib
|
||||
import sys
|
||||
try:
|
||||
module = importlib.import_module(f'$package_name.provider')
|
||||
spec = module.get_provider_spec()
|
||||
if hasattr(spec, 'pip_packages') and spec.pip_packages:
|
||||
print('\\n'.join(spec.pip_packages))
|
||||
except Exception as e:
|
||||
print(f'Error getting provider spec for $package_name: {e}', file=sys.stderr)
|
||||
" | uv pip install -r -
|
||||
done
|
||||
fi
|
||||
fi
|
||||
}
|
||||
|
||||
pre_run_checks "$env_name"
|
||||
run
|
||||
|
|
@ -278,7 +278,7 @@ class AsyncLlamaStackAsLibraryClient(AsyncLlamaStackClient):
|
|||
else:
|
||||
prefix = "!" if in_notebook() else ""
|
||||
cprint(
|
||||
f"Please run:\n\n{prefix}llama stack build --distro {self.config_path_or_distro_name} --image-type venv\n\n",
|
||||
f"Please run:\n\n{prefix}llama stack list-deps {self.config_path_or_distro_name} | xargs -L1 uv pip install\n\n",
|
||||
"yellow",
|
||||
file=sys.stderr,
|
||||
)
|
||||
|
|
|
|||
|
|
@ -9,7 +9,7 @@
|
|||
1. Start up Llama Stack API server. More details [here](https://llamastack.github.io/latest/getting_started/index.htmll).
|
||||
|
||||
```
|
||||
llama stack build --distro together --image-type venv
|
||||
llama stack list-deps together | xargs -L1 uv pip install
|
||||
|
||||
llama stack run together
|
||||
```
|
||||
|
|
|
|||
Loading…
Add table
Add a link
Reference in a new issue