ARIMA Learner

ARIMA Predictor

Aggregation Granularity

Analyze ARIMA Residuals

Auto ARIMA Learner

Auto-SARIMA

Decompose Signal

Discrete Wavelet Transform (DWT)

Fast Fourier Transform (FFT)

Forecast Horizon

Inspect Seasonality

Remove Seasonality

Return Seasonality

SARIMA Learner

SARIMA Predictor

Spark Lag Column

Timestamp Alignment