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+#!/bin/bash
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+# filepath: /home/ubuntu/zhch/PaddleX/zhch/paddle_vllm_daemon.sh
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+
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+# PaddleOCR-VL vLLM 服务守护进程脚本
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+
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+LOGDIR="/home/ubuntu/zhch/logs"
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+mkdir -p $LOGDIR
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+PIDFILE="$LOGDIR/paddleocr_vl_vllm.pid"
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+LOGFILE="$LOGDIR/paddleocr_vl_vllm.log"
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+
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+# 配置参数
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+CONDA_ENV="paddle" # 根据你的环境调整
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+PORT="8110"
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+HOST="0.0.0.0"
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+MODEL_NAME="PaddleOCR-VL-0.9B"
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+BACKEND="vllm"
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+
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+# GPU 配置
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+GPU_MEMORY_UTILIZATION="0.3"
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+CUDA_VISIBLE_DEVICES="3" # 使用3号显卡
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+MAX_MODEL_LEN="16384"
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+MAX_NUM_BATCHED_TOKENS="8192"
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+MAX_NUM_SEQS="8"
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+
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+# PaddleX 环境变量
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+export PADDLE_PDX_MODEL_SOURCE="bos"
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+export PYTHONWARNINGS="ignore::UserWarning"
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+
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+# 正确初始化和激活conda环境
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+if [ -f "/home/ubuntu/anaconda3/etc/profile.d/conda.sh" ]; then
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+ source /home/ubuntu/anaconda3/etc/profile.d/conda.sh
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+ conda activate $CONDA_ENV
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+elif [ -f "/opt/conda/etc/profile.d/conda.sh" ]; then
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+ source /opt/conda/etc/profile.d/conda.sh
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+ conda activate $CONDA_ENV
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+else
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+ echo "Warning: Using direct conda path activation"
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+ export PATH="/home/ubuntu/anaconda3/envs/$CONDA_ENV/bin:$PATH"
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+fi
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+
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+start() {
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+ if [ -f $PIDFILE ] && kill -0 $(cat $PIDFILE) 2>/dev/null; then
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+ echo "PaddleOCR-VL vLLM is already running"
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+ return 1
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+ fi
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+
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+ echo "Starting PaddleOCR-VL vLLM daemon..."
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+ echo "Host: $HOST, Port: $PORT"
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+ echo "Model: $MODEL_NAME, Backend: $BACKEND"
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+ echo "GPU memory utilization: $GPU_MEMORY_UTILIZATION"
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+ echo "CUDA devices: $CUDA_VISIBLE_DEVICES"
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+
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+ # 检查conda环境
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+ if ! command -v python >/dev/null 2>&1; then
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+ echo "❌ Python not found. Check conda environment activation."
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+ return 1
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+ fi
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+
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+ # 检查paddlex_genai_server命令
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+ if ! command -v paddlex_genai_server >/dev/null 2>&1; then
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+ echo "❌ paddlex_genai_server not found. Please install vllm-server plugin:"
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+ echo " paddlex --install genai-vllm-server"
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+ return 1
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+ fi
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+
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+ echo "🔧 Using Python: $(which python)"
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+ echo "🔧 Using paddlex_genai_server: $(which paddlex_genai_server)"
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+
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+ # 显示GPU状态
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+ echo "📊 GPU 状态检查:"
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+ if command -v nvidia-smi >/dev/null 2>&1; then
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+ nvidia-smi --query-gpu=index,name,memory.used,memory.total --format=csv,noheader,nounits | \
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+ grep "^$CUDA_VISIBLE_DEVICES," | \
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+ awk -F',' '{printf " GPU %s: %s - 内存: %sMB/%sMB\n", $1, $2, $3, $4}'
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+ else
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+ echo "⚠️ nvidia-smi not available"
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+ fi
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+
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+ # 启动PaddleOCR-VL vLLM服务
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+ CUDA_VISIBLE_DEVICES=$CUDA_VISIBLE_DEVICES nohup paddlex_genai_server \
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+ --model_name $MODEL_NAME \
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+ --backend $BACKEND \
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+ --host $HOST \
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+ --port $PORT \
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+ --backend_config <(cat <<EOF
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+gpu-memory-utilization: $GPU_MEMORY_UTILIZATION
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+EOF
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+) > $LOGFILE 2>&1 &
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+
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+ echo $! > $PIDFILE
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+ echo "✅ PaddleOCR-VL vLLM started with PID: $(cat $PIDFILE)"
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+ echo "📋 Log file: $LOGFILE"
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+ echo "🌐 Service URL: http://$HOST:$PORT"
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+ echo "📖 API Documentation: http://localhost:$PORT/docs"
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+ echo ""
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+ echo "Waiting for service to start..."
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+ sleep 5
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+ status
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+}
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+
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+stop() {
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+ if [ ! -f $PIDFILE ]; then
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+ echo "PaddleOCR-VL vLLM is not running"
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+ return 1
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+ fi
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+
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+ PID=$(cat $PIDFILE)
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+ echo "Stopping PaddleOCR-VL vLLM (PID: $PID)..."
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+
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+ # 优雅停止
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+ kill $PID
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+
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+ # 等待进程结束
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+ for i in {1..10}; do
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+ if ! kill -0 $PID 2>/dev/null; then
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+ break
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+ fi
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+ echo "Waiting for process to stop... ($i/10)"
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+ sleep 1
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+ done
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+
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+ # 如果进程仍在运行,强制结束
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+ if kill -0 $PID 2>/dev/null; then
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+ echo "Force killing process..."
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+ kill -9 $PID
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+ fi
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+
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+ rm -f $PIDFILE
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+ echo "✅ PaddleOCR-VL vLLM stopped"
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+}
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+
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+status() {
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+ if [ -f $PIDFILE ] && kill -0 $(cat $PIDFILE) 2>/dev/null; then
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+ PID=$(cat $PIDFILE)
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+ echo "✅ PaddleOCR-VL vLLM is running (PID: $PID)"
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+ echo "🌐 Service URL: http://$HOST:$PORT"
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+ echo "📋 Log file: $LOGFILE"
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+
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+ # 检查端口是否被监听
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+ if command -v ss >/dev/null 2>&1; then
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+ if ss -tuln | grep -q ":$PORT "; then
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+ echo "🔗 Port $PORT is being listened"
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+ else
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+ echo "⚠️ Port $PORT is not being listened (service may be starting up)"
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+ fi
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+ elif command -v netstat >/dev/null 2>&1; then
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+ if netstat -tuln | grep -q ":$PORT "; then
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+ echo "🔗 Port $PORT is being listened"
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+ else
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+ echo "⚠️ Port $PORT is not being listened (service may be starting up)"
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+ fi
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+ fi
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+
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+ # 检查API响应
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+ if command -v curl >/dev/null 2>&1; then
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+ if curl -s --connect-timeout 2 http://127.0.0.1:$PORT/v1/models > /dev/null 2>&1; then
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+ echo "🎯 API 响应正常"
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+ else
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+ echo "⚠️ API 无响应 (service may be starting up)"
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+ fi
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+ fi
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+
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+ # 显示GPU使用情况
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+ if command -v nvidia-smi >/dev/null 2>&1; then
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+ echo "📊 GPU 使用情况:"
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+ nvidia-smi --query-gpu=index,utilization.gpu,utilization.memory,memory.used,memory.total --format=csv,noheader,nounits | \
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+ grep "^$CUDA_VISIBLE_DEVICES," | \
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+ awk -F',' '{printf " GPU %s: GPU利用率 %s%%, 内存利用率 %s%%, 显存 %sMB/%sMB\n", $1, $2, $3, $4, $5}'
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+ fi
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+
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+ # 显示最新日志
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+ if [ -f $LOGFILE ]; then
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+ echo "📄 Latest logs (last 3 lines):"
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+ tail -3 $LOGFILE | sed 's/^/ /'
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+ fi
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+ else
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+ echo "❌ PaddleOCR-VL vLLM is not running"
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+ if [ -f $PIDFILE ]; then
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+ echo "Removing stale PID file..."
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+ rm -f $PIDFILE
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+ fi
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+ fi
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+}
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+
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+logs() {
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+ if [ -f $LOGFILE ]; then
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+ echo "📄 PaddleOCR-VL vLLM logs:"
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+ echo "=================="
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+ tail -f $LOGFILE
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+ else
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+ echo "❌ Log file not found: $LOGFILE"
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+ fi
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+}
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+
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+config() {
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+ echo "📋 Current configuration:"
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+ echo " Conda Environment: $CONDA_ENV"
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+ echo " Host: $HOST"
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+ echo " Port: $PORT"
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+ echo " Model Name: $MODEL_NAME"
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+ echo " Backend: $BACKEND"
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+ echo " GPU Memory Utilization: $GPU_MEMORY_UTILIZATION"
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+ echo " CUDA Visible Devices: $CUDA_VISIBLE_DEVICES"
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+ echo " Max Model Length: $MAX_MODEL_LEN"
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+ echo " Max Num Seqs: $MAX_NUM_SEQS"
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+ echo " PID File: $PIDFILE"
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+ echo " Log File: $LOGFILE"
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+ echo ""
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+ echo " Model Source: ${PADDLE_PDX_MODEL_SOURCE:-default}"
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+
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+ # 显示环境信息
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+ echo ""
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+ echo "🔧 Environment:"
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+ echo " Python: $(which python 2>/dev/null || echo 'Not found')"
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+ echo " paddlex_genai_server: $(which paddlex_genai_server 2>/dev/null || echo 'Not found')"
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+ echo " Conda: $(which conda 2>/dev/null || echo 'Not found')"
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+ echo " CUDA: $(which nvcc 2>/dev/null || echo 'Not found')"
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+
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+ # 显示GPU信息
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+ if command -v nvidia-smi >/dev/null 2>&1; then
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+ echo ""
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+ echo "🔥 GPU Information:"
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+ nvidia-smi --query-gpu=index,name,driver_version,memory.total --format=csv,noheader,nounits | \
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+ grep "^$CUDA_VISIBLE_DEVICES," | \
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+ awk -F',' '{printf " GPU %s: %s (Driver: %s, Memory: %sMB)\n", $1, $2, $3, $4}'
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+ fi
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+}
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+
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+test_api() {
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+ echo "🧪 Testing PaddleOCR-VL vLLM API..."
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+
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+ if [ ! -f $PIDFILE ] || ! kill -0 $(cat $PIDFILE) 2>/dev/null; then
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+ echo "❌ PaddleOCR-VL vLLM service is not running"
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+ return 1
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+ fi
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+
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+ if ! command -v curl >/dev/null 2>&1; then
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+ echo "❌ curl command not found"
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+ return 1
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+ fi
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+
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+ echo "📡 Testing /v1/models endpoint..."
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+ response=$(curl -s --connect-timeout 5 http://127.0.0.1:$PORT/v1/models)
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+ if [ $? -eq 0 ]; then
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+ echo "✅ Models endpoint accessible"
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+ echo "$response" | python -m json.tool 2>/dev/null || echo "$response"
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+ else
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+ echo "❌ Models endpoint not accessible"
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+ fi
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+
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+ echo ""
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+ echo "📡 Testing health endpoint..."
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+ health_response=$(curl -s --connect-timeout 5 http://127.0.0.1:$PORT/health)
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+ if [ $? -eq 0 ]; then
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+ echo "✅ Health endpoint accessible"
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+ echo "$health_response"
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+ else
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+ echo "❌ Health endpoint not accessible"
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+ fi
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+}
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+
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+test_client() {
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+ echo "🧪 Testing PaddleOCR-VL client with vLLM server..."
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+
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+ if [ ! -f $PIDFILE ] || ! kill -0 $(cat $PIDFILE) 2>/dev/null; then
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+ echo "❌ PaddleOCR-VL vLLM service is not running. Start it first with: $0 start"
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+ return 1
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+ fi
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+
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+ # 测试用例文件路径
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+ TEST_IMAGE="/home/ubuntu/zhch/data/至远彩色印刷工业有限公司/2023年度报告母公司.img/2023年度报告母公司_page_006.png"
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+ TEST_OUTPUT="/tmp/paddleocr_vl_vllm_test_output"
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+ PIPELINE_CONFIG="/home/ubuntu/zhch/PaddleX/zhch/my_config/PaddleOCR-VL-Client.yaml"
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+
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+ if [ ! -f "$TEST_IMAGE" ]; then
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+ echo "⚠️ Test image not found: $TEST_IMAGE"
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+ echo "Please provide a test image or update the TEST_IMAGE path in the script"
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+ return 1
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+ fi
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+
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+ if [ ! -f "$PIPELINE_CONFIG" ]; then
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+ echo "⚠️ Pipeline config not found: $PIPELINE_CONFIG"
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+ echo "Please update the PIPELINE_CONFIG path in the script"
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+ return 1
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+ fi
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+
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+ echo "📄 Testing with image: $TEST_IMAGE"
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+ echo "⚙️ Using pipeline config: $PIPELINE_CONFIG"
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+ echo "📁 Output directory: $TEST_OUTPUT"
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+ echo ""
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+
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+ # 方法1: 使用 paddlex 命令行 (推荐)
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+ echo "🔧 Using paddlex CLI..."
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+ mkdir -p "$TEST_OUTPUT"
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+
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+ paddlex --pipeline "$PIPELINE_CONFIG" \
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+ --input "$TEST_IMAGE" \
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+ --save_path "$TEST_OUTPUT" \
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+ --use_doc_orientation_classify False \
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+ --use_doc_unwarping False
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+
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+ if [ $? -eq 0 ]; then
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+ echo "✅ CLI test completed successfully"
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+ echo "📁 Results saved to: $TEST_OUTPUT"
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+
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+ # 显示生成的文件
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+ if [ -d "$TEST_OUTPUT" ]; then
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+ echo ""
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+ echo "📂 Generated files:"
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+ ls -lh "$TEST_OUTPUT" | tail -n +2 | awk '{print " " $9 " (" $5 ")"}'
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+ fi
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+ else
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+ echo "❌ CLI test failed"
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+ return 1
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+ fi
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+
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+}
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+
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+# 显示使用帮助
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+usage() {
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+ echo "PaddleOCR-VL vLLM Service Daemon"
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+ echo "================================="
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+ echo "Usage: $0 {start|stop|restart|status|logs|config|test|test-client}"
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+ echo ""
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+ echo "Commands:"
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+ echo " start - Start the PaddleOCR-VL vLLM service"
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+ echo " stop - Stop the PaddleOCR-VL vLLM service"
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+ echo " restart - Restart the PaddleOCR-VL vLLM service"
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+ echo " status - Show service status and resource usage"
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+ echo " logs - Show service logs (follow mode)"
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+ echo " config - Show current configuration"
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+ echo " test - Test API endpoints"
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+ echo " test-client - Test PaddleX client with vLLM server"
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+ echo ""
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+ echo "Configuration (edit script to modify):"
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+ echo " Host: $HOST"
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+ echo " Port: $PORT"
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+ echo " Model: $MODEL_NAME"
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+ echo " Backend: $BACKEND"
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+ echo " GPU Memory: $GPU_MEMORY_UTILIZATION"
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+ echo " CUDA Devices: $CUDA_VISIBLE_DEVICES"
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+ echo ""
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+ echo "Examples:"
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+ echo " ./paddle_vllm_daemon.sh start"
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+ echo " ./paddle_vllm_daemon.sh status"
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+ echo " ./paddle_vllm_daemon.sh logs"
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+ echo " ./paddle_vllm_daemon.sh test"
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+ echo " ./paddle_vllm_daemon.sh test-client"
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+}
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+
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+case "$1" in
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+ start)
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+ start
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+ ;;
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+ stop)
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+ stop
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+ ;;
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+ restart)
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+ stop
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+ sleep 3
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+ start
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+ ;;
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+ status)
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+ status
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+ ;;
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+ logs)
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+ logs
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+ ;;
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+ config)
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+ config
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+ ;;
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+ test)
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+ test_api
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+ ;;
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+ test-client)
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+ test_client
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+ ;;
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+ *)
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+ usage
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+ exit 1
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+ ;;
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+esac
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