mirror of
https://github.com/meta-llama/llama-stack.git
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# What does this PR do?
Today, external providers are installed via the `external_providers_dir`
in the config. This necessitates users to understand the `ProviderSpec`
and set up their directories accordingly. This process splits up the
config for the stack across multiple files, directories, and formats.
Most (if not all) external providers today have a
[get_provider_spec](559cb18fbb/src/ramalama_stack/provider.py (L9)
)
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.
To accomplish this and wire it throughout the build process, Introduce
the concept of a `module` for users to specify for an external provider
upon build time. In order to facilitate this, align the build and run
spec to use `Provider` class rather than the stringified provider_type
that build currently uses.
For example, say this is in your build config:
```
- provider_id: ramalama
provider_type: remote::ramalama
module: ramalama_stack
```
during build (in the various `build_...` scripts), additionally to
installing any pip dependencies we will also install this module and use
the `get_provider_spec` method to retrieve the ProviderSpec that is
currently specified using `providers.d`.
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. Accessing an
external provider should be as easy as possible, and pointing to its
installable module aligns more with the rest of our build and dependency
management process.
For now, `external_providers_dir` still exists as an alternate more
declarative method of using external providers.
## Test Plan
added an integration test installing an external provider from module
and more unit test coverage for `get_provider_registry`
( the warning in yellow is expected, the module is installed inside of
the build env, not where we are running the command)
<img width="1119" height="400" alt="Screenshot 2025-07-24 at 11 30
48 AM"
src="https://github.com/user-attachments/assets/1efbaf45-b9e8-451a-bd63-264ed664706d"
/>
<img width="1154" height="618" alt="Screenshot 2025-07-24 at 11 31
14 AM"
src="https://github.com/user-attachments/assets/feb2b3ea-c5dd-418e-9662-9a3bd5dd6bdc"
/>
---------
Signed-off-by: Charlie Doern <cdoern@redhat.com>
207 lines
6.2 KiB
Bash
Executable file
207 lines
6.2 KiB
Bash
Executable file
#!/bin/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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# TODO: combine this with build_conda_env.sh since it is almost identical
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# the only difference is that we don't do any conda-specific setup
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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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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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SCRIPT_DIR=$(dirname "$(readlink -f "$0")")
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source "$SCRIPT_DIR/common.sh"
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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>]"
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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=""
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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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--env-name)
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if [[ -z "$2" || "$2" == --* ]]; then
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echo "Error: --env-name requires a string value" >&2
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usage
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fi
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env_name="$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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*)
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echo "Unknown option: $1" >&2
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usage
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;;
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esac
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done
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# Check required arguments
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if [[ -z "$env_name" || -z "$normal_deps" ]]; then
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echo "Error: --env-name and --normal-deps are required." >&2
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usage
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fi
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if [ -n "$LLAMA_STACK_DIR" ]; then
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echo "Using llama-stack-dir=$LLAMA_STACK_DIR"
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fi
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if [ -n "$LLAMA_STACK_CLIENT_DIR" ]; then
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echo "Using llama-stack-client-dir=$LLAMA_STACK_CLIENT_DIR"
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fi
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# pre-run checks to make sure we can proceed with the installation
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pre_run_checks() {
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local env_name="$1"
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if ! is_command_available uv; then
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echo "uv is not installed, trying to install it."
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if ! is_command_available pip; then
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echo "pip is not installed, cannot automatically install 'uv'."
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echo "Follow this link to install it:"
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echo "https://docs.astral.sh/uv/getting-started/installation/"
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exit 1
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else
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pip install uv
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fi
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fi
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# checking if an environment with the same name already exists
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if [ -d "$env_name" ]; then
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echo "Environment '$env_name' already exists, re-using it."
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fi
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}
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run() {
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# Use only global variables set by flag parser
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if [ -n "$UV_SYSTEM_PYTHON" ] || [ "$env_name" == "__system__" ]; then
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echo "Installing dependencies in system Python environment"
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export UV_SYSTEM_PYTHON=1
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elif [ "$VIRTUAL_ENV" == "$env_name" ]; then
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echo "Virtual environment $env_name is already active"
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else
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echo "Using virtual environment $env_name"
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uv venv "$env_name"
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source "$env_name/bin/activate"
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fi
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if [ -n "$TEST_PYPI_VERSION" ]; then
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uv pip install fastapi libcst
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uv pip install --extra-index-url https://test.pypi.org/simple/ \
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--index-strategy unsafe-best-match \
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llama-stack=="$TEST_PYPI_VERSION" \
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$normal_deps
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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 "${parts[@]}"; do
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echo "$part"
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uv pip install $part
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done
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fi
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if [ -n "$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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echo "$part"
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uv pip install "$part"
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done
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fi
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else
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if [ -n "$LLAMA_STACK_DIR" ]; then
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if [ ! -d "$LLAMA_STACK_DIR" ]; then
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printf "${RED}Warning: LLAMA_STACK_DIR is set but directory does not exist: %s${NC}\n" "$LLAMA_STACK_DIR" >&2
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exit 1
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fi
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printf "Installing from LLAMA_STACK_DIR: %s\n" "$LLAMA_STACK_DIR"
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uv pip install --no-cache-dir -e "$LLAMA_STACK_DIR"
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else
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uv pip install --no-cache-dir llama-stack
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fi
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if [ -n "$LLAMA_STACK_CLIENT_DIR" ]; then
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if [ ! -d "$LLAMA_STACK_CLIENT_DIR" ]; then
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printf "${RED}Warning: LLAMA_STACK_CLIENT_DIR is set but directory does not exist: %s${NC}\n" "$LLAMA_STACK_CLIENT_DIR" >&2
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exit 1
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fi
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printf "Installing from LLAMA_STACK_CLIENT_DIR: %s\n" "$LLAMA_STACK_CLIENT_DIR"
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uv pip install --no-cache-dir -e "$LLAMA_STACK_CLIENT_DIR"
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fi
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printf "Installing pip dependencies\n"
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uv pip install $normal_deps
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if [ -n "$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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echo "Installing special provider module: $part"
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uv pip install $part
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done
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fi
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if [ -n "$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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echo "Installing external provider module: $part"
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uv pip install "$part"
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echo "Getting provider spec for module: $part and installing dependencies"
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package_name=$(echo "$part" | sed 's/[<>=!].*//')
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python3 -c "
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import importlib
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import sys
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try:
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module = importlib.import_module(f'$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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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 $package_name: {e}', file=sys.stderr)
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" | uv pip install -r -
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done
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fi
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fi
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}
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pre_run_checks "$env_name"
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run
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