llama-stack-mirror/llama_stack/distribution/build_venv.sh
Charlie Doern dcc6b1eee9 refactor: install external provider via module
using `module` in the provider class and the fact that `build` and `run` configs BOTH use the `class Provider` now, enables us to point to an external provider via a `module`.

For example, say this is in your build config:

```
- provider_id: ramalama
  provider_type: remote::ramalama
  module: ramalama_stack
```

during build (in the various scripts), additionally to installing any pip dependencies we will also install this module
and use the `get_provider_spec` method to retreive the ProviderSpec that is currently specified using `providers.d`.

Most (if not all) external providers today have a `get_provider_spec` method that sits unused. Utilizing this method rather than the providers.d route allows for a much easier installation process for external providers and limits the amount of extra configuration
a regular user has to do to get their stack off the ground.

In production so far, providing instructions for installing external providers for users has been difficult: they need to install the module as a pre-req, create the providers.d directory, copy in the provider spec, and also copy in the necessary build/run yaml files.

Using the module is a more seamless discovery method

Signed-off-by: Charlie Doern <cdoern@redhat.com>
2025-07-24 18:54:00 -04:00

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#!/bin/bash
# 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.
# TODO: combine this with build_conda_env.sh since it is almost identical
# the only difference is that we don't do any conda-specific setup
LLAMA_STACK_DIR=${LLAMA_STACK_DIR:-}
LLAMA_STACK_CLIENT_DIR=${LLAMA_STACK_CLIENT_DIR:-}
TEST_PYPI_VERSION=${TEST_PYPI_VERSION:-}
# This timeout (in seconds) is necessary when installing PyTorch via uv since it's likely to time out
# Reference: https://github.com/astral-sh/uv/pull/1694
UV_HTTP_TIMEOUT=${UV_HTTP_TIMEOUT:-500}
UV_SYSTEM_PYTHON=${UV_SYSTEM_PYTHON:-}
VIRTUAL_ENV=${VIRTUAL_ENV:-}
set -euo pipefail
# Define color codes
RED='\033[0;31m'
NC='\033[0m' # No Color
SCRIPT_DIR=$(dirname "$(readlink -f "$0")")
source "$SCRIPT_DIR/common.sh"
# Usage function
usage() {
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'"
exit 1
}
# Parse arguments
env_name=""
normal_deps=""
external_provider_deps=""
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
# 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 "$LLAMA_STACK_DIR" ]; then
if [ ! -d "$LLAMA_STACK_DIR" ]; 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"
uv pip install --no-cache-dir -e "$LLAMA_STACK_DIR"
else
uv pip install --no-cache-dir llama-stack
fi
if [ -n "$LLAMA_STACK_CLIENT_DIR" ]; then
if [ ! -d "$LLAMA_STACK_CLIENT_DIR" ]; then
printf "${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" "$LLAMA_STACK_CLIENT_DIR"
uv pip install --no-cache-dir -e "$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