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spark-vllm-docker/launch-cluster.sh
2025-12-21 22:44:01 -08:00

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#!/bin/bash
# Default Configuration
IMAGE_NAME="vllm-node"
DEFAULT_CONTAINER_NAME="vllm_node"
# Modify these if you want to pass additional docker args or set VLLM_SPARK_EXTRA_DOCKER_ARGS variable
DOCKER_ARGS="-e NCCL_IGNORE_CPU_AFFINITY=1 -v $HOME/.cache/huggingface:/root/.cache/huggingface"
# Append additional arguments from environment variable
if [[ -n "$VLLM_SPARK_EXTRA_DOCKER_ARGS" ]]; then
DOCKER_ARGS="$DOCKER_ARGS $VLLM_SPARK_EXTRA_DOCKER_ARGS"
fi
# ETH_IF and IB_IF will be auto-detected if not provided
ETH_IF=""
IB_IF=""
NCCL_DEBUG_VAL=""
# Initialize variables
NODES_ARG=""
CONTAINER_NAME="$DEFAULT_CONTAINER_NAME"
COMMAND_TO_RUN=""
DAEMON_MODE="false"
CHECK_CONFIG="false"
ACTION="start"
CLUSTER_WAS_RUNNING="false"
# Function to print usage
usage() {
echo "Usage: $0 [-n <node_ips>] [-t <image_name>] [--name <container_name>] [--eth-if <if_name>] [--ib-if <if_name>] [--nccl-debug <level>] [--check-config] [-d] [action] [command]"
echo " -n, --nodes Comma-separated list of node IPs (Optional, auto-detected if omitted)"
echo " -t Docker image name (Optional, default: $IMAGE_NAME)"
echo " --name Container name (Optional, default: $DEFAULT_CONTAINER_NAME)"
echo " --eth-if Ethernet interface (Optional, auto-detected)"
echo " --ib-if InfiniBand interface (Optional, auto-detected)"
echo " --nccl-debug NCCL debug level (Optional, one of: VERSION, WARN, INFO, TRACE). If no level is provided, defaults to INFO."
echo " --check-config Check configuration and auto-detection without launching"
echo " -d Daemon mode (only for 'start' action)"
echo " action start | stop | status | exec (Default: start)"
echo " command Command to run (only for 'exec' action)"
exit 1
}
# Parse arguments
while [[ "$#" -gt 0 ]]; do
case $1 in
-n|--nodes) NODES_ARG="$2"; shift ;;
-t) IMAGE_NAME="$2"; shift ;;
--name) CONTAINER_NAME="$2"; shift ;;
--eth-if) ETH_IF="$2"; shift ;;
--ib-if) IB_IF="$2"; shift ;;
--nccl-debug)
if [[ -n "$2" && "$2" =~ ^(VERSION|WARN|INFO|TRACE)$ ]]; then
NCCL_DEBUG_VAL="$2"
shift
else
NCCL_DEBUG_VAL="INFO"
fi
;;
--check-config) CHECK_CONFIG="true" ;;
-d) DAEMON_MODE="true" ;;
-h|--help) usage ;;
start|stop|status)
ACTION="$1"
;;
exec)
ACTION="exec"
shift
COMMAND_TO_RUN="$@"
break
;;
*)
# If it's not a flag and not a known action, treat as exec command for backward compatibility
# unless it's the default 'start' implied.
# However, to support "omitted" = start, we need to be careful.
# If the arg looks like a command, it's exec.
ACTION="exec"
COMMAND_TO_RUN="$@"
break
;;
esac
shift
done
# Append NCCL_DEBUG if set, with validation
if [[ -n "$NCCL_DEBUG_VAL" ]]; then
case "$NCCL_DEBUG_VAL" in
VERSION|WARN|INFO|TRACE)
DOCKER_ARGS="$DOCKER_ARGS -e NCCL_DEBUG=$NCCL_DEBUG_VAL"
;;
*)
echo "Error: Invalid value for --nccl-debug: $NCCL_DEBUG_VAL"
echo "Allowed values: VERSION, WARN, INFO, TRACE"
exit 1
;;
esac
fi
# --- Auto-Detection Logic ---
# Source autodiscover module
source "$(dirname "$0")/autodiscover.sh"
# Perform auto-detection
detect_interfaces || exit 1
detect_nodes || exit 1
if [[ -z "$NODES_ARG" ]]; then
echo "Error: Nodes argument (-n) is mandatory or could not be auto-detected."
usage
fi
# Split nodes into array
IFS=',' read -r -a ALL_NODES <<< "$NODES_ARG"
# Detect Head IP (Local IP)
detect_local_ip || exit 1
HEAD_IP="$LOCAL_IP"
# Verify HEAD_IP is in ALL_NODES
FOUND_HEAD=false
for ip in "${ALL_NODES[@]}"; do
ip=$(echo "$ip" | xargs)
if [[ "$ip" == "$HEAD_IP" ]]; then
FOUND_HEAD=true
break
fi
done
if [ "$FOUND_HEAD" = false ]; then
echo "Error: Local IP ($HEAD_IP) is not in the list of nodes ($NODES_ARG)."
exit 1
fi
echo "Head Node: $HEAD_IP"
echo "Worker Nodes: ${PEER_NODES[*]}"
echo "Container Name: $CONTAINER_NAME"
echo "Image Name: $IMAGE_NAME"
echo "Action: $ACTION"
# Check SSH connectivity to worker nodes
if [[ "$ACTION" == "start" || "$ACTION" == "exec" || "$CHECK_CONFIG" == "true" ]]; then
if [ ${#PEER_NODES[@]} -gt 0 ]; then
echo "Checking SSH connectivity to worker nodes..."
for worker in "${PEER_NODES[@]}"; do
if ! ssh -o BatchMode=yes -o ConnectTimeout=5 -o StrictHostKeyChecking=no "$worker" true 2>/dev/null; then
echo "Error: Passwordless SSH to $worker failed."
echo " Please ensure SSH keys are configured and the host is reachable."
exit 1
fi
echo " SSH to $worker: OK"
done
fi
fi
if [[ "$CHECK_CONFIG" == "true" ]]; then
echo "Configuration Check Complete."
echo " Image Name: $IMAGE_NAME"
echo " ETH Interface: $ETH_IF"
echo " IB Interface: $IB_IF"
exit 0
fi
# Cleanup Function
cleanup() {
# Remove traps to prevent nested cleanup
trap - EXIT INT TERM HUP
if [[ "$CLUSTER_WAS_RUNNING" == "true" ]]; then
echo "Cluster was already running when script started. Skipping cleanup."
return
fi
echo ""
echo "Stopping cluster..."
# Stop Head
echo "Stopping head node ($HEAD_IP)..."
docker stop "$CONTAINER_NAME" >/dev/null 2>&1 || true
# Stop Workers
for worker in "${PEER_NODES[@]}"; do
echo "Stopping worker node ($worker)..."
ssh "$worker" "docker stop $CONTAINER_NAME" >/dev/null 2>&1 || true
done
echo "Cluster stopped."
}
# Handle 'stop' action
if [[ "$ACTION" == "stop" ]]; then
cleanup
exit 0
fi
# Handle 'status' action
if [[ "$ACTION" == "status" ]]; then
echo "Checking status..."
# Check Head
if docker ps | grep -q "$CONTAINER_NAME"; then
echo "[HEAD] $HEAD_IP: Container '$CONTAINER_NAME' is RUNNING."
echo "--- Ray Status ---"
docker exec "$CONTAINER_NAME" ray status || echo "Failed to get ray status."
echo "------------------"
else
echo "[HEAD] $HEAD_IP: Container '$CONTAINER_NAME' is NOT running."
fi
# Check Workers
for worker in "${PEER_NODES[@]}"; do
if ssh "$worker" "docker ps | grep -q '$CONTAINER_NAME'"; then
echo "[WORKER] $worker: Container '$CONTAINER_NAME' is RUNNING."
else
echo "[WORKER] $worker: Container '$CONTAINER_NAME' is NOT running."
fi
done
exit 0
fi
# Trap signals
# Only trap if we are NOT in daemon mode, OR if we are in exec mode (always cleanup after exec)
if [[ "$DAEMON_MODE" == "false" ]] || [[ "$ACTION" == "exec" ]]; then
trap cleanup EXIT INT TERM HUP
fi
# Check if cluster is already running
check_cluster_running() {
local running=false
# Check Head
if docker ps --format '{{.Names}}' | grep -q "^${CONTAINER_NAME}$"; then
echo "Warning: Container '$CONTAINER_NAME' is already running on head node ($HEAD_IP)."
running=true
fi
# Check Workers
for worker in "${PEER_NODES[@]}"; do
if ssh "$worker" "docker ps --format '{{.Names}}' | grep -q '^${CONTAINER_NAME}$'"; then
echo "Warning: Container '$CONTAINER_NAME' is already running on worker node ($worker)."
running=true
fi
done
if [[ "$running" == "true" ]]; then
echo "Cluster containers are already running. Skipping launch."
CLUSTER_WAS_RUNNING="true"
return 0
fi
}
# Start Cluster Function
start_cluster() {
check_cluster_running
if [[ "$CLUSTER_WAS_RUNNING" == "true" ]]; then
return
fi
# Start Head Node
echo "Starting Head Node on $HEAD_IP..."
docker run -d --privileged --gpus all --rm \
--ipc=host --network host \
--name "$CONTAINER_NAME" \
$DOCKER_ARGS \
"$IMAGE_NAME" \
./run-cluster-node.sh \
--role head \
--host-ip "$HEAD_IP" \
--eth-if "$ETH_IF" \
--ib-if "$IB_IF"
# Start Worker Nodes
# Start Worker Nodes
for worker in "${PEER_NODES[@]}"; do
echo "Starting Worker Node on $worker..."
ssh "$worker" "docker run -d --privileged --gpus all --rm \
--ipc=host --network host \
--name $CONTAINER_NAME \
$DOCKER_ARGS \
$IMAGE_NAME \
./run-cluster-node.sh \
--role node \
--host-ip $worker \
--eth-if $ETH_IF \
--ib-if $IB_IF \
--head-ip $HEAD_IP"
done
wait_for_cluster
}
# Wait for Cluster Readiness
wait_for_cluster() {
echo "Waiting for cluster to be ready..."
local retries=30
local count=0
while [[ $count -lt $retries ]]; do
# Check if ray is responsive
if docker exec "$CONTAINER_NAME" ray status >/dev/null 2>&1; then
echo "Cluster head is responsive."
# Give workers a moment to connect
sleep 5
return 0
fi
sleep 2
((count++))
done
echo "Timeout waiting for cluster to start."
exit 1
}
if [[ "$ACTION" == "exec" ]]; then
start_cluster
echo "Executing command on head node: $COMMAND_TO_RUN"
# Check if running in a TTY to avoid "input device is not a TTY" error
if [ -t 0 ]; then
DOCKER_EXEC_FLAGS="-it"
else
DOCKER_EXEC_FLAGS="-i"
fi
docker exec $DOCKER_EXEC_FLAGS "$CONTAINER_NAME" bash -i -c "$COMMAND_TO_RUN"
elif [[ "$ACTION" == "start" ]]; then
start_cluster
if [[ "$DAEMON_MODE" == "true" ]]; then
echo "Cluster started in background (Daemon mode)."
else
echo "Cluster started. Tailing logs from head node..."
echo "Press Ctrl+C to stop the cluster."
docker logs -f "$CONTAINER_NAME" &
wait $!
fi
fi