org.apache.iotdb.udf.SlidingTimeWindowAccessStrategyExample Maven / Gradle / Ivy
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package org.apache.iotdb.udf;
import org.apache.iotdb.udf.api.UDTF;
import org.apache.iotdb.udf.api.access.RowWindow;
import org.apache.iotdb.udf.api.collector.PointCollector;
import org.apache.iotdb.udf.api.customizer.config.UDTFConfigurations;
import org.apache.iotdb.udf.api.customizer.parameter.UDFParameterValidator;
import org.apache.iotdb.udf.api.customizer.parameter.UDFParameters;
import org.apache.iotdb.udf.api.customizer.strategy.SlidingTimeWindowAccessStrategy;
import org.apache.iotdb.udf.api.type.Type;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
public class SlidingTimeWindowAccessStrategyExample implements UDTF {
private static final Logger LOGGER =
LoggerFactory.getLogger(SlidingTimeWindowAccessStrategyExample.class);
public static final String START = "start";
public static final String END = "end";
public static final String STEP = "step";
public static final String INTERVAL = "interval";
@Override
public void beforeStart(UDFParameters parameters, UDTFConfigurations configurations)
throws Exception {
LOGGER.info("###### TestSlidingTimeWindow # beforeStart #######");
String param = parameters.getAttributes().toString();
LOGGER.info("attributes: {}", param);
if (parameters.hasAttribute(START) && parameters.hasAttribute(END)) {
if (parameters.hasAttribute(STEP)) {
configurations
.setOutputDataType(Type.INT64)
.setAccessStrategy(
new SlidingTimeWindowAccessStrategy(
parameters.getInt(INTERVAL),
parameters.getInt(STEP),
parameters.getLong(START),
parameters.getLong(END)));
} else {
configurations
.setOutputDataType(Type.INT64)
.setAccessStrategy(
new SlidingTimeWindowAccessStrategy(
parameters.getInt(INTERVAL),
parameters.getInt(INTERVAL),
parameters.getLong(START),
parameters.getLong(END)));
}
} else {
if (parameters.hasAttribute(START) || parameters.hasAttribute(END)) {
throw new IllegalArgumentException("start and end must be both existed. ");
}
if (parameters.hasAttribute(STEP)) {
configurations
.setOutputDataType(Type.INT64)
.setAccessStrategy(
new SlidingTimeWindowAccessStrategy(
parameters.getInt(INTERVAL), parameters.getInt(STEP)));
} else {
configurations
.setOutputDataType(Type.INT64)
.setAccessStrategy(new SlidingTimeWindowAccessStrategy(parameters.getInt(INTERVAL)));
}
}
}
@Override
public void transform(RowWindow rowWindow, PointCollector collector) throws Exception {
LOGGER.info("######### TestSlidingTimeWindow # [{}] ########", rowWindow.windowSize());
long result = 0L;
for (int i = 0; i < rowWindow.windowSize(); ++i) {
if (!rowWindow.getRow(i).isNull(0)) {
result += rowWindow.getRow(i).getLong(0);
}
}
collector.putLong(rowWindow.windowStartTime(), result);
}
@Override
public void beforeDestroy() {
LOGGER.info("###### TestSlidingTimeWindow # beforeDestroy #######");
}
@Override
public void validate(UDFParameterValidator validator) throws Exception {
validator.validateRequiredAttribute(INTERVAL);
validator.validateInputSeriesDataType(0, Type.INT64);
}
}