mirror of
https://github.com/meta-llama/llama-stack.git
synced 2025-12-04 02:03:44 +00:00
chore(package): migrate to src/ layout (#3920)
Migrates package structure to src/ layout following Python packaging best practices. All code moved from `llama_stack/` to `src/llama_stack/`. Public API unchanged - imports remain `import llama_stack.*`. Updated build configs, pre-commit hooks, scripts, and GitHub workflows accordingly. All hooks pass, package builds cleanly. **Developer note**: Reinstall after pulling: `pip install -e .`
This commit is contained in:
parent
98a5047f9d
commit
471b1b248b
791 changed files with 2983 additions and 456 deletions
5
src/llama_stack/cli/__init__.py
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5
src/llama_stack/cli/__init__.py
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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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56
src/llama_stack/cli/llama.py
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56
src/llama_stack/cli/llama.py
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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
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from llama_stack.log import setup_logging
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from .stack import StackParser
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from .stack.utils import print_subcommand_description
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class LlamaCLIParser:
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"""Defines CLI parser for Llama CLI"""
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def __init__(self):
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self.parser = argparse.ArgumentParser(
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prog="llama",
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description="Welcome to the Llama CLI",
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add_help=True,
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formatter_class=argparse.RawTextHelpFormatter,
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)
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# Default command is to print help
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self.parser.set_defaults(func=lambda args: self.parser.print_help())
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subparsers = self.parser.add_subparsers(title="subcommands")
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# Add sub-commands
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StackParser.create(subparsers)
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print_subcommand_description(self.parser, subparsers)
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def parse_args(self) -> argparse.Namespace:
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args = self.parser.parse_args()
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if not isinstance(args, argparse.Namespace):
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raise TypeError(f"Expected argparse.Namespace, got {type(args)}")
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return args
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def run(self, args: argparse.Namespace) -> None:
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args.func(args)
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def main():
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# Initialize logging from environment variables before any other operations
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setup_logging()
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parser = LlamaCLIParser()
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args = parser.parse_args()
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parser.run(args)
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if __name__ == "__main__":
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main()
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5
src/llama_stack/cli/scripts/__init__.py
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5
src/llama_stack/cli/scripts/__init__.py
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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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38
src/llama_stack/cli/scripts/install-wheel-from-presigned.sh
Executable file
38
src/llama_stack/cli/scripts/install-wheel-from-presigned.sh
Executable file
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#!/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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set -euo pipefail
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if [ $# -eq 0 ]; then
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echo "Please provide a URL as an argument."
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exit 1
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fi
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URL=$1
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HEADERS_FILE=$(mktemp)
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curl -s -I "$URL" >"$HEADERS_FILE"
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FILENAME=$(grep -i "x-manifold-obj-canonicalpath:" "$HEADERS_FILE" | sed -E 's/.*nodes\/[^\/]+\/(.+)/\1/' | tr -d "\r\n")
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if [ -z "$FILENAME" ]; then
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echo "Could not find the x-manifold-obj-canonicalpath header."
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echo "HEADERS_FILE contents: "
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cat "$HEADERS_FILE"
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echo ""
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exit 1
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fi
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echo "Downloading $FILENAME..."
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curl -s -L -o "$FILENAME" "$URL"
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echo "Installing $FILENAME..."
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pip install "$FILENAME"
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echo "Successfully installed $FILENAME"
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rm -f "$FILENAME"
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18
src/llama_stack/cli/scripts/run.py
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18
src/llama_stack/cli/scripts/run.py
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@ -0,0 +1,18 @@
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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 os
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import subprocess
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import sys
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def install_wheel_from_presigned():
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file = "install-wheel-from-presigned.sh"
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script_path = os.path.join(os.path.dirname(__file__), file)
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try:
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subprocess.run(["sh", script_path] + sys.argv[1:], check=True)
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except Exception:
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sys.exit(1)
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7
src/llama_stack/cli/stack/__init__.py
Normal file
7
src/llama_stack/cli/stack/__init__.py
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@ -0,0 +1,7 @@
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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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from .stack import StackParser # noqa
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182
src/llama_stack/cli/stack/_list_deps.py
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182
src/llama_stack/cli/stack/_list_deps.py
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@ -0,0 +1,182 @@
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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
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import sys
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from pathlib import Path
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import yaml
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from termcolor import cprint
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from llama_stack.cli.stack.utils import ImageType
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from llama_stack.core.build import get_provider_dependencies
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from llama_stack.core.datatypes import (
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BuildConfig,
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BuildProvider,
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DistributionSpec,
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)
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from llama_stack.core.distribution import get_provider_registry
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from llama_stack.core.stack import replace_env_vars
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from llama_stack.log import get_logger
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from llama_stack.providers.datatypes import Api
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TEMPLATES_PATH = Path(__file__).parent.parent.parent / "templates"
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logger = get_logger(name=__name__, category="cli")
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# These are the dependencies needed by the distribution server.
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# `llama-stack` is automatically installed by the installation script.
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SERVER_DEPENDENCIES = [
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"aiosqlite",
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"fastapi",
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"fire",
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"httpx",
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"uvicorn",
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"opentelemetry-sdk",
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"opentelemetry-exporter-otlp-proto-http",
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]
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def format_output_deps_only(
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normal_deps: list[str],
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special_deps: list[str],
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external_deps: list[str],
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uv: bool = False,
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) -> str:
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"""Format dependencies as a list."""
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lines = []
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uv_str = ""
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if uv:
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uv_str = "uv pip install "
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# Quote deps with commas
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quoted_normal_deps = [quote_if_needed(dep) for dep in normal_deps]
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lines.append(f"{uv_str}{' '.join(quoted_normal_deps)}")
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for special_dep in special_deps:
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lines.append(f"{uv_str}{quote_special_dep(special_dep)}")
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for external_dep in external_deps:
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lines.append(f"{uv_str}{quote_special_dep(external_dep)}")
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return "\n".join(lines)
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def run_stack_list_deps_command(args: argparse.Namespace) -> None:
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if args.config:
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try:
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from llama_stack.core.utils.config_resolution import Mode, resolve_config_or_distro
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config_file = resolve_config_or_distro(args.config, Mode.BUILD)
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except ValueError as e:
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cprint(
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f"Could not parse config file {args.config}: {e}",
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color="red",
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file=sys.stderr,
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)
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sys.exit(1)
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if config_file:
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with open(config_file) as f:
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try:
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contents = yaml.safe_load(f)
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contents = replace_env_vars(contents)
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build_config = BuildConfig(**contents)
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build_config.image_type = "venv"
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except Exception as e:
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cprint(
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f"Could not parse config file {config_file}: {e}",
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color="red",
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file=sys.stderr,
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)
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sys.exit(1)
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elif args.providers:
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provider_list: dict[str, list[BuildProvider]] = dict()
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for api_provider in args.providers.split(","):
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if "=" not in api_provider:
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cprint(
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"Could not parse `--providers`. Please ensure the list is in the format api1=provider1,api2=provider2",
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color="red",
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file=sys.stderr,
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)
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sys.exit(1)
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api, provider_type = api_provider.split("=")
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providers_for_api = get_provider_registry().get(Api(api), None)
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if providers_for_api is None:
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cprint(
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f"{api} is not a valid API.",
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color="red",
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file=sys.stderr,
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)
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sys.exit(1)
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if provider_type in providers_for_api:
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provider = BuildProvider(
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provider_type=provider_type,
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module=None,
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)
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provider_list.setdefault(api, []).append(provider)
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else:
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cprint(
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f"{provider_type} is not a valid provider for the {api} API.",
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color="red",
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file=sys.stderr,
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)
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sys.exit(1)
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distribution_spec = DistributionSpec(
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providers=provider_list,
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description=",".join(args.providers),
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)
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build_config = BuildConfig(image_type=ImageType.VENV.value, distribution_spec=distribution_spec)
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normal_deps, special_deps, external_provider_dependencies = get_provider_dependencies(build_config)
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normal_deps += SERVER_DEPENDENCIES
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# Add external API dependencies
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if build_config.external_apis_dir:
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from llama_stack.core.external import load_external_apis
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external_apis = load_external_apis(build_config)
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if external_apis:
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for _, api_spec in external_apis.items():
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normal_deps.extend(api_spec.pip_packages)
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# Format and output based on requested format
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output = format_output_deps_only(
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normal_deps=normal_deps,
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special_deps=special_deps,
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external_deps=external_provider_dependencies,
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uv=args.format == "uv",
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)
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print(output)
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def quote_if_needed(dep):
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# Add quotes if the dependency contains special characters that need escaping in shell
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# This includes: commas, comparison operators (<, >, <=, >=, ==, !=)
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needs_quoting = any(char in dep for char in [",", "<", ">", "="])
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return f"'{dep}'" if needs_quoting else dep
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def quote_special_dep(dep_string):
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"""
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Quote individual packages in a special dependency string.
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Special deps may contain multiple packages and flags like --extra-index-url.
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We need to quote only the package specs that contain special characters.
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"""
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parts = dep_string.split()
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quoted_parts = []
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for part in parts:
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# Don't quote flags (they start with -)
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if part.startswith("-"):
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quoted_parts.append(part)
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else:
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# Quote package specs that need it
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quoted_parts.append(quote_if_needed(part))
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return " ".join(quoted_parts)
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47
src/llama_stack/cli/stack/list_apis.py
Normal file
47
src/llama_stack/cli/stack/list_apis.py
Normal file
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# Copyright (c) Meta Platforms, Inc. and affiliates.
|
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# 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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import argparse
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from llama_stack.cli.subcommand import Subcommand
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class StackListApis(Subcommand):
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def __init__(self, subparsers: argparse._SubParsersAction):
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super().__init__()
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self.parser = subparsers.add_parser(
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"list-apis",
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prog="llama stack list-apis",
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description="List APIs part of the Llama Stack implementation",
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formatter_class=argparse.RawTextHelpFormatter,
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)
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self._add_arguments()
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self.parser.set_defaults(func=self._run_apis_list_cmd)
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def _add_arguments(self):
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pass
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def _run_apis_list_cmd(self, args: argparse.Namespace) -> None:
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from llama_stack.cli.table import print_table
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from llama_stack.core.distribution import stack_apis
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# eventually, this should query a registry at llama.meta.com/llamastack/distributions
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headers = [
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"API",
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]
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rows = []
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for api in stack_apis():
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rows.append(
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[
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api.value,
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]
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)
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print_table(
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rows,
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headers,
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separate_rows=True,
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)
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51
src/llama_stack/cli/stack/list_deps.py
Normal file
51
src/llama_stack/cli/stack/list_deps.py
Normal file
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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
|
||||
# the root directory of this source tree.
|
||||
import argparse
|
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|
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from llama_stack.cli.subcommand import Subcommand
|
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|
||||
|
||||
class StackListDeps(Subcommand):
|
||||
def __init__(self, subparsers: argparse._SubParsersAction):
|
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super().__init__()
|
||||
self.parser = subparsers.add_parser(
|
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"list-deps",
|
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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(
|
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"--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.",
|
||||
)
|
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self.parser.add_argument(
|
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"--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)",
|
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)
|
||||
|
||||
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
|
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from ._list_deps import run_stack_list_deps_command
|
||||
|
||||
return run_stack_list_deps_command(args)
|
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76
src/llama_stack/cli/stack/list_providers.py
Normal file
76
src/llama_stack/cli/stack/list_providers.py
Normal file
|
|
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|
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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
|
||||
# the root directory of this source tree.
|
||||
|
||||
import argparse
|
||||
|
||||
from llama_stack.cli.subcommand import Subcommand
|
||||
|
||||
|
||||
class StackListProviders(Subcommand):
|
||||
def __init__(self, subparsers: argparse._SubParsersAction):
|
||||
super().__init__()
|
||||
self.parser = subparsers.add_parser(
|
||||
"list-providers",
|
||||
prog="llama stack list-providers",
|
||||
description="Show available Llama Stack Providers for an API",
|
||||
formatter_class=argparse.RawTextHelpFormatter,
|
||||
)
|
||||
self._add_arguments()
|
||||
self.parser.set_defaults(func=self._run_providers_list_cmd)
|
||||
|
||||
@property
|
||||
def providable_apis(self):
|
||||
from llama_stack.core.distribution import providable_apis
|
||||
|
||||
return [api.value for api in providable_apis()]
|
||||
|
||||
def _add_arguments(self):
|
||||
self.parser.add_argument(
|
||||
"api",
|
||||
type=str,
|
||||
choices=self.providable_apis,
|
||||
nargs="?",
|
||||
help="API to list providers for. List all if not specified.",
|
||||
)
|
||||
|
||||
def _run_providers_list_cmd(self, args: argparse.Namespace) -> None:
|
||||
from llama_stack.cli.table import print_table
|
||||
from llama_stack.core.distribution import Api, get_provider_registry
|
||||
|
||||
all_providers = get_provider_registry()
|
||||
if args.api:
|
||||
providers = [(args.api, all_providers[Api(args.api)])]
|
||||
else:
|
||||
providers = [(k.value, prov) for k, prov in all_providers.items()]
|
||||
|
||||
providers = [(api, p) for api, p in providers if api in self.providable_apis]
|
||||
|
||||
# eventually, this should query a registry at llama.meta.com/llamastack/distributions
|
||||
headers = [
|
||||
"API Type",
|
||||
"Provider Type",
|
||||
"PIP Package Dependencies",
|
||||
]
|
||||
|
||||
rows = []
|
||||
|
||||
specs = [spec for api, p in providers for spec in p.values()]
|
||||
for spec in specs:
|
||||
if spec.is_sample:
|
||||
continue
|
||||
rows.append(
|
||||
[
|
||||
spec.api.value,
|
||||
spec.provider_type,
|
||||
",".join(spec.pip_packages) if hasattr(spec, "pip_packages") else "",
|
||||
]
|
||||
)
|
||||
print_table(
|
||||
rows,
|
||||
headers,
|
||||
separate_rows=True,
|
||||
sort_by=(0, 1),
|
||||
)
|
||||
56
src/llama_stack/cli/stack/list_stacks.py
Normal file
56
src/llama_stack/cli/stack/list_stacks.py
Normal file
|
|
@ -0,0 +1,56 @@
|
|||
# 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 pathlib import Path
|
||||
|
||||
from llama_stack.cli.subcommand import Subcommand
|
||||
from llama_stack.cli.table import print_table
|
||||
|
||||
|
||||
class StackListBuilds(Subcommand):
|
||||
"""List built stacks in .llama/distributions directory"""
|
||||
|
||||
def __init__(self, subparsers: argparse._SubParsersAction):
|
||||
super().__init__()
|
||||
self.parser = subparsers.add_parser(
|
||||
"list",
|
||||
prog="llama stack list",
|
||||
description="list the build stacks",
|
||||
formatter_class=argparse.ArgumentDefaultsHelpFormatter,
|
||||
)
|
||||
self._add_arguments()
|
||||
self.parser.set_defaults(func=self._list_stack_command)
|
||||
|
||||
def _get_distribution_dirs(self) -> dict[str, Path]:
|
||||
"""Return a dictionary of distribution names and their paths"""
|
||||
distributions = {}
|
||||
dist_dir = Path.home() / ".llama" / "distributions"
|
||||
|
||||
if dist_dir.exists():
|
||||
for stack_dir in dist_dir.iterdir():
|
||||
if stack_dir.is_dir():
|
||||
distributions[stack_dir.name] = stack_dir
|
||||
return distributions
|
||||
|
||||
def _list_stack_command(self, args: argparse.Namespace) -> None:
|
||||
distributions = self._get_distribution_dirs()
|
||||
|
||||
if not distributions:
|
||||
print("No stacks found in ~/.llama/distributions")
|
||||
return
|
||||
|
||||
headers = ["Stack Name", "Path"]
|
||||
headers.extend(["Build Config", "Run Config"])
|
||||
rows = []
|
||||
for name, path in distributions.items():
|
||||
row = [name, str(path)]
|
||||
# Check for build and run config files
|
||||
build_config = "Yes" if (path / f"{name}-build.yaml").exists() else "No"
|
||||
run_config = "Yes" if (path / f"{name}-run.yaml").exists() else "No"
|
||||
row.extend([build_config, run_config])
|
||||
rows.append(row)
|
||||
print_table(rows, headers, separate_rows=True)
|
||||
115
src/llama_stack/cli/stack/remove.py
Normal file
115
src/llama_stack/cli/stack/remove.py
Normal file
|
|
@ -0,0 +1,115 @@
|
|||
# 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
|
||||
import shutil
|
||||
import sys
|
||||
from pathlib import Path
|
||||
|
||||
from termcolor import cprint
|
||||
|
||||
from llama_stack.cli.subcommand import Subcommand
|
||||
from llama_stack.cli.table import print_table
|
||||
|
||||
|
||||
class StackRemove(Subcommand):
|
||||
"""Remove the build stack"""
|
||||
|
||||
def __init__(self, subparsers: argparse._SubParsersAction):
|
||||
super().__init__()
|
||||
self.parser = subparsers.add_parser(
|
||||
"rm",
|
||||
prog="llama stack rm",
|
||||
description="Remove the build stack",
|
||||
formatter_class=argparse.ArgumentDefaultsHelpFormatter,
|
||||
)
|
||||
self._add_arguments()
|
||||
self.parser.set_defaults(func=self._remove_stack_build_command)
|
||||
|
||||
def _add_arguments(self) -> None:
|
||||
self.parser.add_argument(
|
||||
"name",
|
||||
type=str,
|
||||
nargs="?",
|
||||
help="Name of the stack to delete",
|
||||
)
|
||||
self.parser.add_argument(
|
||||
"--all",
|
||||
"-a",
|
||||
action="store_true",
|
||||
help="Delete all stacks (use with caution)",
|
||||
)
|
||||
|
||||
def _get_distribution_dirs(self) -> dict[str, Path]:
|
||||
"""Return a dictionary of distribution names and their paths"""
|
||||
distributions = {}
|
||||
dist_dir = Path.home() / ".llama" / "distributions"
|
||||
|
||||
if dist_dir.exists():
|
||||
for stack_dir in dist_dir.iterdir():
|
||||
if stack_dir.is_dir():
|
||||
distributions[stack_dir.name] = stack_dir
|
||||
return distributions
|
||||
|
||||
def _list_stacks(self) -> None:
|
||||
"""Display available stacks in a table"""
|
||||
distributions = self._get_distribution_dirs()
|
||||
if not distributions:
|
||||
cprint("No stacks found in ~/.llama/distributions", color="red", file=sys.stderr)
|
||||
sys.exit(1)
|
||||
|
||||
headers = ["Stack Name", "Path"]
|
||||
rows = [[name, str(path)] for name, path in distributions.items()]
|
||||
print_table(rows, headers, separate_rows=True)
|
||||
|
||||
def _remove_stack_build_command(self, args: argparse.Namespace) -> None:
|
||||
distributions = self._get_distribution_dirs()
|
||||
|
||||
if args.all:
|
||||
confirm = input("Are you sure you want to delete ALL stacks? [yes-i-really-want/N] ").lower()
|
||||
if confirm != "yes-i-really-want":
|
||||
cprint("Deletion cancelled.", color="green", file=sys.stderr)
|
||||
return
|
||||
|
||||
for name, path in distributions.items():
|
||||
try:
|
||||
shutil.rmtree(path)
|
||||
cprint(f"Deleted stack: {name}", color="green", file=sys.stderr)
|
||||
except Exception as e:
|
||||
cprint(
|
||||
f"Failed to delete stack {name}: {e}",
|
||||
color="red",
|
||||
file=sys.stderr,
|
||||
)
|
||||
sys.exit(1)
|
||||
|
||||
if not args.name:
|
||||
self._list_stacks()
|
||||
if not args.name:
|
||||
return
|
||||
|
||||
if args.name not in distributions:
|
||||
self._list_stacks()
|
||||
cprint(
|
||||
f"Stack not found: {args.name}",
|
||||
color="red",
|
||||
file=sys.stderr,
|
||||
)
|
||||
sys.exit(1)
|
||||
|
||||
stack_path = distributions[args.name]
|
||||
|
||||
confirm = input(f"Are you sure you want to delete stack '{args.name}'? [y/N] ").lower()
|
||||
if confirm != "y":
|
||||
cprint("Deletion cancelled.", color="green", file=sys.stderr)
|
||||
return
|
||||
|
||||
try:
|
||||
shutil.rmtree(stack_path)
|
||||
cprint(f"Successfully deleted stack: {args.name}", color="green", file=sys.stderr)
|
||||
except Exception as e:
|
||||
cprint(f"Failed to delete stack {args.name}: {e}", color="red", file=sys.stderr)
|
||||
sys.exit(1)
|
||||
214
src/llama_stack/cli/stack/run.py
Normal file
214
src/llama_stack/cli/stack/run.py
Normal file
|
|
@ -0,0 +1,214 @@
|
|||
# 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
|
||||
import os
|
||||
import ssl
|
||||
import subprocess
|
||||
from pathlib import Path
|
||||
|
||||
import uvicorn
|
||||
import yaml
|
||||
|
||||
from llama_stack.cli.stack.utils import ImageType
|
||||
from llama_stack.cli.subcommand import Subcommand
|
||||
from llama_stack.core.datatypes import StackRunConfig
|
||||
from llama_stack.core.stack import cast_image_name_to_string, replace_env_vars
|
||||
from llama_stack.core.utils.config_resolution import Mode, resolve_config_or_distro
|
||||
from llama_stack.log import LoggingConfig, get_logger
|
||||
|
||||
REPO_ROOT = Path(__file__).parent.parent.parent.parent
|
||||
|
||||
logger = get_logger(name=__name__, category="cli")
|
||||
|
||||
|
||||
class StackRun(Subcommand):
|
||||
def __init__(self, subparsers: argparse._SubParsersAction):
|
||||
super().__init__()
|
||||
self.parser = subparsers.add_parser(
|
||||
"run",
|
||||
prog="llama stack run",
|
||||
description="""Start the server for a Llama Stack Distribution. You should have already built (or downloaded) and configured the distribution.""",
|
||||
formatter_class=argparse.ArgumentDefaultsHelpFormatter,
|
||||
)
|
||||
self._add_arguments()
|
||||
self.parser.set_defaults(func=self._run_stack_run_cmd)
|
||||
|
||||
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 for the run or name of known distro (`llama stack list` for a list).",
|
||||
)
|
||||
self.parser.add_argument(
|
||||
"--port",
|
||||
type=int,
|
||||
help="Port to run the server on. It can also be passed via the env var LLAMA_STACK_PORT.",
|
||||
default=int(os.getenv("LLAMA_STACK_PORT", 8321)),
|
||||
)
|
||||
self.parser.add_argument(
|
||||
"--image-name",
|
||||
type=str,
|
||||
default=None,
|
||||
help="[DEPRECATED] This flag is no longer supported. Please activate your virtual environment before running.",
|
||||
)
|
||||
self.parser.add_argument(
|
||||
"--image-type",
|
||||
type=str,
|
||||
help="[DEPRECATED] This flag is no longer supported. Please activate your virtual environment before running.",
|
||||
choices=[e.value for e in ImageType if e.value != ImageType.CONTAINER.value],
|
||||
)
|
||||
self.parser.add_argument(
|
||||
"--enable-ui",
|
||||
action="store_true",
|
||||
help="Start the UI server",
|
||||
)
|
||||
|
||||
def _run_stack_run_cmd(self, args: argparse.Namespace) -> None:
|
||||
import yaml
|
||||
|
||||
from llama_stack.core.configure import parse_and_maybe_upgrade_config
|
||||
|
||||
if args.image_type or args.image_name:
|
||||
self.parser.error(
|
||||
"The --image-type and --image-name flags are no longer supported.\n\n"
|
||||
"Please activate your virtual environment manually before running `llama stack run`.\n\n"
|
||||
"For example:\n"
|
||||
" source /path/to/venv/bin/activate\n"
|
||||
" llama stack run <config>\n"
|
||||
)
|
||||
|
||||
if args.enable_ui:
|
||||
self._start_ui_development_server(args.port)
|
||||
|
||||
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.RUN)
|
||||
except ValueError as e:
|
||||
self.parser.error(str(e))
|
||||
else:
|
||||
config_file = None
|
||||
|
||||
if config_file:
|
||||
logger.info(f"Using run configuration: {config_file}")
|
||||
|
||||
try:
|
||||
config_dict = yaml.safe_load(config_file.read_text())
|
||||
except yaml.parser.ParserError as e:
|
||||
self.parser.error(f"failed to load config file '{config_file}':\n {e}")
|
||||
|
||||
try:
|
||||
config = parse_and_maybe_upgrade_config(config_dict)
|
||||
if not os.path.exists(str(config.external_providers_dir)):
|
||||
os.makedirs(str(config.external_providers_dir), exist_ok=True)
|
||||
except AttributeError as e:
|
||||
self.parser.error(f"failed to parse config file '{config_file}':\n {e}")
|
||||
|
||||
self._uvicorn_run(config_file, args)
|
||||
|
||||
def _uvicorn_run(self, config_file: Path | None, args: argparse.Namespace) -> None:
|
||||
if not config_file:
|
||||
self.parser.error("Config file is required")
|
||||
|
||||
config_file = resolve_config_or_distro(str(config_file), Mode.RUN)
|
||||
with open(config_file) as fp:
|
||||
config_contents = yaml.safe_load(fp)
|
||||
if isinstance(config_contents, dict) and (cfg := config_contents.get("logging_config")):
|
||||
logger_config = LoggingConfig(**cfg)
|
||||
else:
|
||||
logger_config = None
|
||||
config = StackRunConfig(**cast_image_name_to_string(replace_env_vars(config_contents)))
|
||||
|
||||
port = args.port or config.server.port
|
||||
host = config.server.host or ["::", "0.0.0.0"]
|
||||
|
||||
# Set the config file in environment so create_app can find it
|
||||
os.environ["LLAMA_STACK_CONFIG"] = str(config_file)
|
||||
|
||||
uvicorn_config = {
|
||||
"factory": True,
|
||||
"host": host,
|
||||
"port": port,
|
||||
"lifespan": "on",
|
||||
"log_level": logger.getEffectiveLevel(),
|
||||
"log_config": logger_config,
|
||||
}
|
||||
|
||||
keyfile = config.server.tls_keyfile
|
||||
certfile = config.server.tls_certfile
|
||||
if keyfile and certfile:
|
||||
uvicorn_config["ssl_keyfile"] = config.server.tls_keyfile
|
||||
uvicorn_config["ssl_certfile"] = config.server.tls_certfile
|
||||
if config.server.tls_cafile:
|
||||
uvicorn_config["ssl_ca_certs"] = config.server.tls_cafile
|
||||
uvicorn_config["ssl_cert_reqs"] = ssl.CERT_REQUIRED
|
||||
|
||||
logger.info(
|
||||
f"HTTPS enabled with certificates:\n Key: {keyfile}\n Cert: {certfile}\n CA: {config.server.tls_cafile}"
|
||||
)
|
||||
else:
|
||||
logger.info(f"HTTPS enabled with certificates:\n Key: {keyfile}\n Cert: {certfile}")
|
||||
|
||||
logger.info(f"Listening on {host}:{port}")
|
||||
|
||||
# We need to catch KeyboardInterrupt because uvicorn's signal handling
|
||||
# re-raises SIGINT signals using signal.raise_signal(), which Python
|
||||
# converts to KeyboardInterrupt. Without this catch, we'd get a confusing
|
||||
# stack trace when using Ctrl+C or kill -2 (SIGINT).
|
||||
# SIGTERM (kill -15) works fine without this because Python doesn't
|
||||
# have a default handler for it.
|
||||
#
|
||||
# Another approach would be to ignore SIGINT entirely - let uvicorn handle it through its own
|
||||
# signal handling but this is quite intrusive and not worth the effort.
|
||||
try:
|
||||
uvicorn.run("llama_stack.core.server.server:create_app", **uvicorn_config)
|
||||
except (KeyboardInterrupt, SystemExit):
|
||||
logger.info("Received interrupt signal, shutting down gracefully...")
|
||||
|
||||
def _start_ui_development_server(self, stack_server_port: int):
|
||||
logger.info("Attempting to start UI development server...")
|
||||
# Check if npm is available
|
||||
npm_check = subprocess.run(["npm", "--version"], capture_output=True, text=True, check=False)
|
||||
if npm_check.returncode != 0:
|
||||
logger.warning(
|
||||
f"'npm' command not found or not executable. UI development server will not be started. Error: {npm_check.stderr}"
|
||||
)
|
||||
return
|
||||
|
||||
ui_dir = REPO_ROOT / "llama_stack" / "ui"
|
||||
logs_dir = Path("~/.llama/ui/logs").expanduser()
|
||||
try:
|
||||
# Create logs directory if it doesn't exist
|
||||
logs_dir.mkdir(parents=True, exist_ok=True)
|
||||
|
||||
ui_stdout_log_path = logs_dir / "stdout.log"
|
||||
ui_stderr_log_path = logs_dir / "stderr.log"
|
||||
|
||||
# Open log files in append mode
|
||||
stdout_log_file = open(ui_stdout_log_path, "a")
|
||||
stderr_log_file = open(ui_stderr_log_path, "a")
|
||||
|
||||
process = subprocess.Popen(
|
||||
["npm", "run", "dev"],
|
||||
cwd=str(ui_dir),
|
||||
stdout=stdout_log_file,
|
||||
stderr=stderr_log_file,
|
||||
env={**os.environ, "NEXT_PUBLIC_LLAMA_STACK_BASE_URL": f"http://localhost:{stack_server_port}"},
|
||||
)
|
||||
logger.info(f"UI development server process started in {ui_dir} with PID {process.pid}.")
|
||||
logger.info(f"Logs: stdout -> {ui_stdout_log_path}, stderr -> {ui_stderr_log_path}")
|
||||
logger.info(f"UI will be available at http://localhost:{os.getenv('LLAMA_STACK_UI_PORT', 8322)}")
|
||||
|
||||
except FileNotFoundError:
|
||||
logger.error(
|
||||
"Failed to start UI development server: 'npm' command not found. Make sure npm is installed and in your PATH."
|
||||
)
|
||||
except Exception as e:
|
||||
logger.error(f"Failed to start UI development server in {ui_dir}: {e}")
|
||||
48
src/llama_stack/cli/stack/stack.py
Normal file
48
src/llama_stack/cli/stack/stack.py
Normal file
|
|
@ -0,0 +1,48 @@
|
|||
# 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 importlib.metadata import version
|
||||
|
||||
from llama_stack.cli.stack.list_stacks import StackListBuilds
|
||||
from llama_stack.cli.stack.utils import print_subcommand_description
|
||||
from llama_stack.cli.subcommand import Subcommand
|
||||
|
||||
from .list_apis import StackListApis
|
||||
from .list_deps import StackListDeps
|
||||
from .list_providers import StackListProviders
|
||||
from .remove import StackRemove
|
||||
from .run import StackRun
|
||||
|
||||
|
||||
class StackParser(Subcommand):
|
||||
def __init__(self, subparsers: argparse._SubParsersAction):
|
||||
super().__init__()
|
||||
self.parser = subparsers.add_parser(
|
||||
"stack",
|
||||
prog="llama stack",
|
||||
description="Operations for the Llama Stack / Distributions",
|
||||
formatter_class=argparse.RawTextHelpFormatter,
|
||||
)
|
||||
|
||||
self.parser.add_argument(
|
||||
"--version",
|
||||
action="version",
|
||||
version=f"{version('llama-stack')}",
|
||||
)
|
||||
|
||||
self.parser.set_defaults(func=lambda args: self.parser.print_help())
|
||||
|
||||
subparsers = self.parser.add_subparsers(title="stack_subcommands")
|
||||
|
||||
# Add sub-commands
|
||||
StackListDeps.create(subparsers)
|
||||
StackListApis.create(subparsers)
|
||||
StackListProviders.create(subparsers)
|
||||
StackRun.create(subparsers)
|
||||
StackRemove.create(subparsers)
|
||||
StackListBuilds.create(subparsers)
|
||||
print_subcommand_description(self.parser, subparsers)
|
||||
151
src/llama_stack/cli/stack/utils.py
Normal file
151
src/llama_stack/cli/stack/utils.py
Normal file
|
|
@ -0,0 +1,151 @@
|
|||
# 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 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,
|
||||
StorageConfig,
|
||||
)
|
||||
from llama_stack.core.distribution import get_provider_registry
|
||||
from llama_stack.core.resolver import InvalidProviderError
|
||||
from llama_stack.core.storage.datatypes import (
|
||||
InferenceStoreReference,
|
||||
KVStoreReference,
|
||||
ServerStoresConfig,
|
||||
SqliteKVStoreConfig,
|
||||
SqliteSqlStoreConfig,
|
||||
SqlStoreReference,
|
||||
)
|
||||
from llama_stack.core.utils.config_dirs import DISTRIBS_BASE_DIR, 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):
|
||||
CONTAINER = "container"
|
||||
VENV = "venv"
|
||||
|
||||
|
||||
def print_subcommand_description(parser, subparsers):
|
||||
"""Print descriptions of subcommands."""
|
||||
description_text = ""
|
||||
for name, subcommand in subparsers.choices.items():
|
||||
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())
|
||||
distro_dir = DISTRIBS_BASE_DIR / image_name
|
||||
run_config = StackRunConfig(
|
||||
container_image=(image_name if build_config.image_type == LlamaStackImageType.CONTAINER.value else None),
|
||||
image_name=image_name,
|
||||
apis=apis,
|
||||
providers={},
|
||||
storage=StorageConfig(
|
||||
backends={
|
||||
"kv_default": SqliteKVStoreConfig(db_path=str(distro_dir / "kvstore.db")),
|
||||
"sql_default": SqliteSqlStoreConfig(db_path=str(distro_dir / "sql_store.db")),
|
||||
},
|
||||
stores=ServerStoresConfig(
|
||||
metadata=KVStoreReference(backend="kv_default", namespace="registry"),
|
||||
inference=InferenceStoreReference(backend="sql_default", table_name="inference_store"),
|
||||
conversations=SqlStoreReference(backend="sql_default", table_name="openai_conversations"),
|
||||
),
|
||||
),
|
||||
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
|
||||
19
src/llama_stack/cli/subcommand.py
Normal file
19
src/llama_stack/cli/subcommand.py
Normal file
|
|
@ -0,0 +1,19 @@
|
|||
# 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.
|
||||
|
||||
|
||||
class Subcommand:
|
||||
"""All llama cli subcommands must inherit from this class"""
|
||||
|
||||
def __init__(self, *args, **kwargs):
|
||||
pass
|
||||
|
||||
@classmethod
|
||||
def create(cls, *args, **kwargs):
|
||||
return cls(*args, **kwargs)
|
||||
|
||||
def _add_arguments(self):
|
||||
pass
|
||||
39
src/llama_stack/cli/table.py
Normal file
39
src/llama_stack/cli/table.py
Normal file
|
|
@ -0,0 +1,39 @@
|
|||
# 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.
|
||||
|
||||
from collections.abc import Iterable
|
||||
|
||||
from rich.console import Console
|
||||
from rich.table import Table
|
||||
|
||||
|
||||
def print_table(rows, headers=None, separate_rows: bool = False, sort_by: Iterable[int] = tuple()):
|
||||
# Convert rows and handle None values
|
||||
rows = [[x or "" for x in row] for row in rows]
|
||||
|
||||
# Sort rows if sort_by is specified
|
||||
if sort_by:
|
||||
rows.sort(key=lambda x: tuple(x[i] for i in sort_by))
|
||||
|
||||
# Create Rich table
|
||||
table = Table(show_lines=separate_rows)
|
||||
|
||||
# Add headers if provided
|
||||
if headers:
|
||||
for header in headers:
|
||||
table.add_column(header, style="bold white")
|
||||
else:
|
||||
# Add unnamed columns based on first row
|
||||
for _ in range(len(rows[0]) if rows else 0):
|
||||
table.add_column()
|
||||
|
||||
# Add rows
|
||||
for row in rows:
|
||||
table.add_row(*row)
|
||||
|
||||
# Print table
|
||||
console = Console()
|
||||
console.print(table)
|
||||
29
src/llama_stack/cli/utils.py
Normal file
29
src/llama_stack/cli/utils.py
Normal file
|
|
@ -0,0 +1,29 @@
|
|||
# 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.log import get_logger
|
||||
|
||||
logger = get_logger(name=__name__, category="cli")
|
||||
|
||||
|
||||
# TODO: this can probably just be inlined now?
|
||||
def add_config_distro_args(parser: argparse.ArgumentParser):
|
||||
"""Add unified config/distro arguments."""
|
||||
group = parser.add_mutually_exclusive_group(required=True)
|
||||
|
||||
group.add_argument(
|
||||
"config",
|
||||
nargs="?",
|
||||
help="Configuration file path or distribution name",
|
||||
)
|
||||
|
||||
|
||||
def get_config_from_args(args: argparse.Namespace) -> str | None:
|
||||
if args.config is not None:
|
||||
return str(args.config)
|
||||
return None
|
||||
Loading…
Add table
Add a link
Reference in a new issue