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run_query.sh
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178 lines (132 loc) · 4.36 KB
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#!/usr/bin/bash
# Configurable variables
ENV_DIR="environment"
LOG_DIR="/tmp/kraft-combined-logs" # KRaft storage
BROKER_LOGS="$ENV_DIR/kafka_2.13-4.1.0/logs/server.log"
CURRENT_DIR="$(pwd)"
CONFIG="config.json"
#RUN_TOPIC=$(jq -r '.run_topic' "$CONFIG")
RUN_TOPIC=$1
# System config
FPS=$(jq -r '.system.input_fps' "$CONFIG")
WINDOW_SIZE=$(jq -r '.system.window_size' "$CONFIG")
SKIP_AMOUNT=$(jq -r '.system.skip_amount' "$CONFIG")
# LLM config
LLM=$(jq -r '.LLM' "$CONFIG")
#Topic Config
KAFKA_TOPIC=$(jq -r ".topics.$RUN_TOPIC.kafka_topic" "$CONFIG")
VIDEO_SENDER=$(jq -r ".topics.$RUN_TOPIC.video_sender" "$CONFIG")
QUERY_NAME="stolen_red_cars_naive"
#SAVE_PATH="results/$LLM/$RUN_TOPIC/$WINDOW_SIZE-$SKIP_AMOUNT/$(date +'%Y_%m_%d_%H_%M_%S')"
SAVE_PATH="results/$LLM/$2/$RUN_TOPIC/$WINDOW_SIZE-$SKIP_AMOUNT"
mkdir -p "$SAVE_PATH"
echo "+---------- CONFIG ----------+"
echo
echo "Run Topic: $RUN_TOPIC"
echo
echo "Input FPS: $FPS"
echo "Window Size: $WINDOW_SIZE"
echo "Skip Amount: $SKIP_AMOUNT"
echo
echo "LLM: $LLM"
echo
echo "Kafka Topic: $KAFKA_TOPIC"
echo "Video Sender: $VIDEO_SENDER"
echo "Result Folder: $SAVE_PATH"
echo
echo "+-------- CONFIG END --------+"
echo
# Set JAVA_HOME variable
export JAVA_HOME="$PWD/$ENV_DIR/jdk-17.0.9"
export PATH="$JAVA_HOME/bin:$PATH"
echo "Set JAVA_HOME to $PWD/$ENV_DIR/jdk-17.0.9"
echo
# Clean old Kafka logs
if [ -d "$LOG_DIR" ]; then
echo "Cleaning old Kafka log."
rm -rf "$LOG_DIR"
fi
# Clean previous broker log
if [ -f "$BROKER_LOGS" ]; then
echo "Cleaning old Kafka broker log."
rm -f "$BROKER_LOGS"
fi
# Format Kafka storage
UUID=$("$ENV_DIR/kafka_2.13-4.1.0/bin/kafka-storage.sh" random-uuid)
"$ENV_DIR/kafka_2.13-4.1.0/bin/kafka-storage.sh" format --standalone -t "$UUID" -c "$ENV_DIR/kafka_2.13-4.1.0/config/server.properties"
# Start Kafka in daemon mode
echo
echo "Starting Kafka broker."
"$ENV_DIR/kafka_2.13-4.1.0/bin/kafka-server-start.sh" -daemon "$ENV_DIR/kafka_2.13-4.1.0/config/server.properties"
# Wait for broker to be ready
echo "Waiting for Kafka broker to be ready."
MAX_WAIT=60
WAITED=0
until "$ENV_DIR/kafka_2.13-4.1.0/bin/kafka-topics.sh" --list --bootstrap-server localhost:9092 >/dev/null 2>&1; do
sleep 2
WAITED=$((WAITED+2))
if [ $WAITED -ge $MAX_WAIT ]; then
echo "Kafka broker did not start in time. Check logs at $BROKER_LOGS"
exit 1
fi
done
echo "Kafka broker is ready."
# Create topic with retries
echo "Creating topic '$KAFKA_TOPIC'."
"$ENV_DIR/kafka_2.13-4.1.0/bin/kafka-topics.sh" \
--create --topic "$KAFKA_TOPIC" \
--bootstrap-server localhost:9092 \
--partitions 1 --replication-factor 1 --if-not-exists
# Send video frames to topic
echo
echo "Sending frames to topic $KAFKA_TOPIC."
python "$VIDEO_SENDER" --topic "$KAFKA_TOPIC" --fps "$FPS"
# Wait to ensure messages are produced
sleep 5
# Read queries and their job paths
declare -A QUERIES
while IFS="=" read -r key value; do
QUERIES["$key"]="$value"
done < <(
jq -r --arg run_topic "$RUN_TOPIC" '.topics[$run_topic].queries | to_entries[] | "\(.key)=\(.value)"' "$CONFIG"
)
echo
echo "Stopping running Flink clusters."
"$ENV_DIR/flink-1.20.3/bin/stop-cluster.sh"
echo
echo "+---------- QUERIES ----------+"
for QUERY in "${!QUERIES[@]}"; do
echo
echo "Processing query: $QUERY - ${QUERIES[$QUERY]}."
# Start Flink cluster
echo
"$ENV_DIR/flink-1.20.3/bin/start-cluster.sh"
sleep 30
nohup "$ENV_DIR/flink-1.20.3/bin/flink" run -d \
-py "$CURRENT_DIR/${QUERIES[$QUERY]}" \
--pyFiles llm_call.py,helper_functions.py,yolo11n.pt,config.json
echo "Waiting for the Flink job to be submitted."
JOB_ID=""
while [ -z "$JOB_ID" ]; do
JOB_ID=$("$ENV_DIR/flink-1.20.3/bin/flink" list | awk -F' : ' -v job="$QUERY" '$3 ~ ("^" job " \\(") { print $2 }')
if [ -z "$JOB_ID" ]; then
echo "No jobs yet, waiting."
sleep 5
fi
done
echo "Job submitted with Job ID: $JOB_ID"
python receive_answers.py --query_name "$QUERY" --save_path "$SAVE_PATH"
sleep 10
"$ENV_DIR/flink-1.20.3/bin/flink" cancel $JOB_ID
# Stop Flink cluster
echo "Stopping Flink cluster."
"$ENV_DIR/flink-1.20.3/bin/stop-cluster.sh"
done
echo
echo "+-------- QUERIES END --------+"
# Stop Kafka broker
echo
echo "Stopping Kafka broker."
"$ENV_DIR/kafka_2.13-4.1.0/bin/kafka-server-stop.sh"
echo
echo "Done."