.env.example

# Kafka Configuration
KAFKA_BOOTSTRAP_SERVERS=kafka:9092
KAFKA_RAW_TOPIC=raw-readings
KAFKA_ANOMALY_TOPIC=anomalies

# MinIO Configuration
MINIO_ENDPOINT=minio:9000
MINIO_ACCESS_KEY=minioadmin
MINIO_SECRET_KEY=minioadmin
MINIO_BUCKET=iot-data
MINIO_SECURE=false

# TF-Serving Configuration
TFSERVING_URL=http://tfserving:8501
MODEL_NAME=anomaly_detector
MODEL_VERSION=1

# Producer Configuration
NUM_SENSORS=10000
MESSAGES_PER_SECOND=1
ANOMALY_RATE=0.05

# Streaming Configuration
WINDOW_DURATION=60s
SLIDE_DURATION=10s
CHECKPOINT_LOCATION=/tmp/spark-checkpoints

# Model Configuration
LSTM_UNITS=128
SEQUENCE_LENGTH=50
BATCH_SIZE=64
EPOCHS=50
LEARNING_RATE=0.001
ANOMALY_THRESHOLD=0.95

# Monitoring
PROMETHEUS_PORT=8000