llama-stack-mirror/llama_stack/cli/stack/run.py
Sébastien Han 21e39633d8
feat(server): Use system packages for execution (#1252)
# What does this PR do?

Users prefer to rely on the main CLI rather than invoking the server
through a Python module. Users interact with a high-level CLI rather
than needing to know internal module structures.

Now, when running llama stack run <path-to-config>, the server will
attempt to use the system package or a virtual environment if one is
active.

This also eliminates the current process dependency chain when running
from a virtual environment:

-> llama stack run
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; -> start_env.sh

&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;
-> python -m server...

Signed-off-by: Sébastien Han <seb@redhat.com>

[//]: # (If resolving an issue, uncomment and update the line below)
[//]: # (Closes #[issue-number])

## Test Plan

Run:

```
ollama run llama3.2:3b-instruct-fp16 --keepalive=2m &
llama stack run ./llama_stack/templates/ollama/run.yaml --disable-ipv6
```

Notice that the server starts and shutdowns normally.

[//]: # (## Documentation)

---------

Signed-off-by: Sébastien Han <seb@redhat.com>
Co-authored-by: Ashwin Bharambe <ashwin.bharambe@gmail.com>
2025-03-10 16:01:03 -07:00

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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
import os
from pathlib import Path
from llama_stack.cli.subcommand import Subcommand
from llama_stack.log import get_logger
REPO_ROOT = Path(__file__).parent.parent.parent.parent
logger = get_logger(name=__name__, category="server")
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,
help="Path to config file to use for the run",
)
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=os.environ.get("CONDA_DEFAULT_ENV"),
help="Name of the image to run. Defaults to the current conda environment",
)
self.parser.add_argument(
"--disable-ipv6",
action="store_true",
help="Disable IPv6 support",
default=False,
)
self.parser.add_argument(
"--env",
action="append",
help="Environment variables to pass to the server in KEY=VALUE format. Can be specified multiple times.",
metavar="KEY=VALUE",
)
self.parser.add_argument(
"--tls-keyfile",
type=str,
help="Path to TLS key file for HTTPS",
)
self.parser.add_argument(
"--tls-certfile",
type=str,
help="Path to TLS certificate file for HTTPS",
)
self.parser.add_argument(
"--image-type",
type=str,
help="Image Type used during the build. This can be either conda or container or venv.",
choices=["conda", "container", "venv"],
)
def _run_stack_run_cmd(self, args: argparse.Namespace) -> None:
import yaml
from llama_stack.distribution.configure import parse_and_maybe_upgrade_config
from llama_stack.distribution.utils.config_dirs import DISTRIBS_BASE_DIR
from llama_stack.distribution.utils.exec import formulate_run_args, run_with_pty
config_file = Path(args.config)
has_yaml_suffix = args.config.endswith(".yaml")
template_name = None
if not config_file.exists() and not has_yaml_suffix:
# check if this is a template
config_file = Path(REPO_ROOT) / "llama_stack" / "templates" / args.config / "run.yaml"
if config_file.exists():
template_name = args.config
if not config_file.exists() and not has_yaml_suffix:
# check if it's a build config saved to ~/.llama dir
config_file = Path(DISTRIBS_BASE_DIR / f"llamastack-{args.config}" / f"{args.config}-run.yaml")
if not config_file.exists():
self.parser.error(
f"File {str(config_file)} does not exist.\n\nPlease run `llama stack build` to generate (and optionally edit) a run.yaml file"
)
if not config_file.is_file():
self.parser.error(
f"Config file must be a valid file path, '{config_file} is not a file: type={type(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)
except AttributeError as e:
self.parser.error(f"failed to parse config file '{config_file}':\n {e}")
# If neither image type nor image name is provided, assume the server should be run directly
# using the current environment packages.
if not args.image_type and not args.image_name:
logger.info("No image type or image name provided. Assuming environment packages.")
from llama_stack.distribution.server.server import main as server_main
# Build the server args from the current args passed to the CLI
server_args = argparse.Namespace()
for arg in vars(args):
# If this is a function, avoid passing it
# "args" contains:
# func=<bound method StackRun._run_stack_run_cmd of <llama_stack.cli.stack.run.StackRun object at 0x10484b010>>
if callable(getattr(args, arg)):
continue
setattr(server_args, arg, getattr(args, arg))
# Run the server
server_main(server_args)
else:
run_args = formulate_run_args(args.image_type, args.image_name, config, template_name)
run_args.extend([str(config_file), str(args.port)])
if args.disable_ipv6:
run_args.append("--disable-ipv6")
if args.env:
for env_var in args.env:
if "=" not in env_var:
self.parser.error(f"Environment variable '{env_var}' must be in KEY=VALUE format")
return
key, value = env_var.split("=", 1) # split on first = only
if not key:
self.parser.error(f"Environment variable '{env_var}' has empty key")
return
run_args.extend(["--env", f"{key}={value}"])
if args.tls_keyfile and args.tls_certfile:
run_args.extend(["--tls-keyfile", args.tls_keyfile, "--tls-certfile", args.tls_certfile])
run_with_pty(run_args)