plano/arch/tools/cli.py
Salman Paracha b60ceb9168
model server build (#127)
* first commit to have model_server not be dependent on Docker

* making changes to fix the docker-compose file for archgw to set DNS_V4 and minor fixes with the build

* additional fixes for model server to be separated out in the build

* additional fixes for model server to be separated out in the build

* fix to get model_server to be built as a separate python process. TODO: fix the embeddings logs after cli completes

* fixing init to pull tempfile using the tempfile python package

---------

Co-authored-by: Salman Paracha <salmanparacha@MacBook-Pro-261.local>
2024-10-06 18:21:43 -07:00

154 lines
5.7 KiB
Python

import click
import targets
import os
import config_generator
import pkg_resources
import sys
import subprocess
from core import start_arch_modelserver, stop_arch_modelserver, start_arch, stop_arch
from utils import get_llm_provider_access_keys, load_env_file_to_dict
logo = r"""
_ _
/ \ _ __ ___ | |__
/ _ \ | '__|/ __|| '_ \
/ ___ \ | | | (__ | | | |
/_/ \_\|_| \___||_| |_|
"""
@click.group(invoke_without_command=True)
@click.pass_context
def main(ctx):
if ctx.invoked_subcommand is None:
click.echo( """Arch (The Intelligent Prompt Gateway) CLI""")
click.echo(logo)
click.echo(ctx.get_help())
# Command to build archgw and model_server Docker images
ARCHGW_DOCKERFILE = "./arch/Dockerfile"
MODEL_SERVER_BUILD_FILE = "./model_server/pyproject.toml"
@click.command()
def build():
"""Build Arch from source. Must be in root of cloned repo."""
# Check if /arch/Dockerfile exists
if os.path.exists(ARCHGW_DOCKERFILE):
click.echo("Building archgw image...")
try:
subprocess.run(["docker", "build", "-f", ARCHGW_DOCKERFILE, "-t", "archgw:latest", "."], check=True)
click.echo("archgw image built successfully.")
except subprocess.CalledProcessError as e:
click.echo(f"Error building archgw image: {e}")
sys.exit(1)
else:
click.echo("Error: Dockerfile not found in /arch")
sys.exit(1)
click.echo("All images built successfully.")
"""Install the model server dependencies using Poetry."""
# Check if pyproject.toml exists
if os.path.exists(MODEL_SERVER_BUILD_FILE):
click.echo("Installing model server dependencies with Poetry...")
try:
subprocess.run(["poetry", "install", "--no-cache"], cwd=os.path.dirname(MODEL_SERVER_BUILD_FILE), check=True)
click.echo("Model server dependencies installed successfully.")
except subprocess.CalledProcessError as e:
click.echo(f"Error installing model server dependencies: {e}")
sys.exit(1)
else:
click.echo(f"Error: pyproject.toml not found in {MODEL_SERVER_BUILD_FILE}")
sys.exit(1)
@click.command()
@click.argument('file', required=False) # Optional file argument
@click.option('-path', default='.', help='Path to the directory containing arch_config.yml')
def up(file, path):
"""Starts Arch."""
if file:
# If a file is provided, process that file
arch_config_file = os.path.abspath(file)
else:
# If no file is provided, use the path and look for arch_config.yml
arch_config_file = os.path.abspath(os.path.join(path, "arch_config.yml"))
# Check if the file exists
if not os.path.exists(arch_config_file):
print(f"Error: {arch_config_file} does not exist.")
return
print(f"Validating {arch_config_file}")
arch_schema_config = pkg_resources.resource_filename(__name__, "config/arch_config_schema.yaml")
try:
config_generator.validate_prompt_config(arch_config_file=arch_config_file, arch_config_schema_file=arch_schema_config)
except Exception as e:
print("Exiting archgw up")
sys.exit(1)
print("Starting Arch gateway and Arch model server services via docker ")
# Set the ARCH_CONFIG_FILE environment variable
env_stage = {}
#check if access_keys are preesnt in the config file
access_keys = get_llm_provider_access_keys(arch_config_file=arch_config_file)
if access_keys:
if file:
app_env_file = os.path.join(os.path.dirname(os.path.abspath(file)), ".env") #check the .env file in the path
else:
app_env_file = os.path.abspath(os.path.join(path, ".env"))
if not os.path.exists(app_env_file): #check to see if the environment variables in the current environment or not
for access_key in access_keys:
if env.get(access_key) is None:
print (f"Access Key: {access_key} not found. Exiting Start")
sys.exit(1)
else:
env_stage[access_key] = env.get(access_key)
else: #.env file exists, use that to send parameters to Arch
env_file_dict = load_env_file_to_dict(app_env_file)
for access_key in access_keys:
if env_file_dict.get(access_key) is None:
print (f"Access Key: {access_key} not found. Exiting Start")
sys.exit(1)
else:
env_stage[access_key] = env_file_dict[access_key]
with open(pkg_resources.resource_filename(__name__, "config/stage.env"), 'w') as file:
for key, value in env_stage.items():
file.write(f"{key}={value}\n")
env = os.environ.copy()
env.update(env_stage)
env['ARCH_CONFIG_FILE'] = arch_config_file
start_arch_modelserver()
start_arch(arch_config_file, env)
@click.command()
def down():
"""Stops Arch."""
stop_arch_modelserver()
stop_arch()
@click.command()
@click.option('-f', '--file', type=click.Path(exists=True), required=True, help="Path to the Python file")
def generate_prompt_targets(file):
"""Generats prompt_targets from python methods.
Note: This works for simple data types like ['int', 'float', 'bool', 'str', 'list', 'tuple', 'set', 'dict']:
If you have a complex pydantic data type, you will have to flatten those manually until we add support for it."""
print(f"Processing file: {file}")
if not file.endswith(".py"):
print("Error: Input file must be a .py file")
sys.exit(1)
targets.generate_prompt_targets(file)
main.add_command(up)
main.add_command(down)
main.add_command(build)
main.add_command(generate_prompt_targets)
if __name__ == '__main__':
main()