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Reorganize model_server
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parent
a40cdc7b75
commit
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20 changed files with 20 additions and 20 deletions
175
model_server/src/cli.py
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175
model_server/src/cli.py
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import importlib
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import sys
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import time
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import requests
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import subprocess
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import logging
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def get_version():
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try:
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version = importlib.metadata.version("archgw_modelserver")
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return version
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except importlib.metadata.PackageNotFoundError:
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return "version not found"
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logging.basicConfig(
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level=logging.INFO,
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format="%(asctime)s - %(name)s - %(levelname)s - %(message)s",
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)
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log = logging.getLogger("model_server.cli")
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log.setLevel(logging.INFO)
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log.info(f"model server version: {get_version()}")
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def run_server(port=51000):
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"""Start, stop, or restart the Uvicorn server based on command-line arguments."""
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if len(sys.argv) > 1:
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action = sys.argv[1]
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else:
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action = "start"
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if action == "start":
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start_server(port)
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elif action == "stop":
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stop_server(port)
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elif action == "restart":
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restart_server(port)
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else:
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log.info(f"Unknown action: {action}")
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sys.exit(1)
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def start_server(port=51000):
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"""Start the Uvicorn server"""
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log.info(
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"starting model server - loading some awesomeness, this may take some time :)"
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)
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process = subprocess.Popen(
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[
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"python",
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"-m",
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"uvicorn",
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"app.main:app",
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"--host",
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"0.0.0.0",
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"--port",
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f"{port}",
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],
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start_new_session=True,
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bufsize=1,
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universal_newlines=True,
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stdout=subprocess.PIPE, # Suppress standard output. There is a logger that model_server prints to
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stderr=subprocess.PIPE, # Suppress standard error. There is a logger that model_server prints to
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)
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if wait_for_health_check(f"http://0.0.0.0:{port}/healthz"):
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log.info(f"Model server started with PID {process.pid}")
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else:
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# Add model_server boot-up logs
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log.info("model server - didn't start in time, shutting down")
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process.terminate()
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def wait_for_health_check(url, timeout=300):
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"""Wait for the Uvicorn server to respond to health-check requests."""
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start_time = time.time()
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while time.time() - start_time < timeout:
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try:
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response = requests.get(url)
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if response.status_code == 200:
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return True
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except requests.ConnectionError:
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time.sleep(1)
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print("Timed out waiting for model server to respond.")
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return False
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def check_and_install_lsof():
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"""Check if lsof is installed, and if not, install it using apt-get."""
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try:
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# Check if lsof is installed by running "lsof -v"
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subprocess.run(
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["lsof", "-v"], check=True, stdout=subprocess.PIPE, stderr=subprocess.PIPE
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)
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print("lsof is already installed.")
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except subprocess.CalledProcessError:
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print("lsof not found, installing...")
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try:
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# Update package list and install lsof
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subprocess.run(["sudo", "apt-get", "update"], check=True)
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subprocess.run(["sudo", "apt-get", "install", "-y", "lsof"], check=True)
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print("lsof installed successfully.")
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except subprocess.CalledProcessError as install_error:
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print(f"Failed to install lsof: {install_error}")
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def kill_process(port=51000, wait=True, timeout=10):
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"""Stop the running Uvicorn server."""
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log.info("Stopping model server")
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try:
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# Run the function to check and install lsof if necessary
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# Step 1: Run lsof command to get the process using the port
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lsof_command = f"lsof -n | grep {port} | grep -i LISTEN"
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result = subprocess.run(
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lsof_command, shell=True, capture_output=True, text=True
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)
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if result.returncode != 0:
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print(f"No process found listening on port {port}.")
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return
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# Step 2: Parse the process IDs from the output
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process_ids = [line.split()[1] for line in result.stdout.splitlines()]
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if not process_ids:
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print(f"No process found listening on port {port}.")
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return
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# Step 3: Kill each process using its PID
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for pid in process_ids:
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print(f"Killing model server process with PID {pid}")
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subprocess.run(f"kill {pid}", shell=True)
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if wait:
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# Step 4: Wait for the process to be killed by checking if it's still running
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start_time = time.time()
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while True:
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check_process = subprocess.run(
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f"ps -p {pid}", shell=True, capture_output=True, text=True
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)
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if check_process.returncode != 0:
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print(f"Process {pid} has been killed.")
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break
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elapsed_time = time.time() - start_time
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if elapsed_time > timeout:
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print(
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f"Process {pid} did not terminate within {timeout} seconds."
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)
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print(f"Attempting to force kill process {pid}...")
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subprocess.run(f"kill -9 {pid}", shell=True) # SIGKILL
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break
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print(
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f"Waiting for process {pid} to be killed... ({elapsed_time:.2f} seconds)"
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)
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time.sleep(0.5)
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except Exception as e:
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print(f"Error occurred: {e}")
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def stop_server(port=51000, wait=True, timeout=10):
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check_and_install_lsof()
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kill_process(port, wait, timeout)
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def restart_server(port=51000):
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"""Restart the Uvicorn server."""
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stop_server(port)
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start_server(port)
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