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High-performance Java Dataframe with integrated columnar storage (fork of tablesaw)
package org.datavec.dataframe.mapping;
import org.datavec.dataframe.api.DateTimeColumn;
import org.datavec.dataframe.api.IntColumn;
import org.datavec.dataframe.api.LongColumn;
import org.datavec.dataframe.api.ShortColumn;
import org.datavec.dataframe.columns.DateTImeColumnUtils;
import org.datavec.dataframe.columns.packeddata.PackedLocalDateTime;
import java.time.LocalDateTime;
import java.time.temporal.ChronoUnit;
public interface DateTimeMapUtils extends DateTImeColumnUtils {
default LongColumn differenceInMilliseconds(DateTimeColumn column2) {
return difference(column2, ChronoUnit.MILLIS);
}
default LongColumn differenceInSeconds(DateTimeColumn column2) {
return difference(column2, ChronoUnit.SECONDS);
}
default LongColumn differenceInMinutes(DateTimeColumn column2) {
return difference(column2, ChronoUnit.MINUTES);
}
default LongColumn differenceInHours(DateTimeColumn column2) {
return difference(column2, ChronoUnit.HOURS);
}
default LongColumn differenceInDays(DateTimeColumn column2) {
return difference(column2, ChronoUnit.DAYS);
}
default LongColumn differenceInYears(DateTimeColumn column2) {
return difference(column2, ChronoUnit.YEARS);
}
default LongColumn difference(DateTimeColumn column2, ChronoUnit unit) {
LongColumn newColumn = LongColumn.create(name() + " - " + column2.name());
for (int r = 0; r < size(); r++) {
long c1 = this.getLong(r);
long c2 = column2.getLong(r);
if (c1 == DateTimeColumn.MISSING_VALUE || c2 == DateTimeColumn.MISSING_VALUE) {
newColumn.add(IntColumn.MISSING_VALUE);
} else {
newColumn.add(difference(c1, c2, unit));
}
}
return newColumn;
}
default long difference(long packedLocalDateTime1, long packedLocalDateTime2, ChronoUnit unit) {
LocalDateTime value1 = PackedLocalDateTime.asLocalDateTime(packedLocalDateTime1);
LocalDateTime value2 = PackedLocalDateTime.asLocalDateTime(packedLocalDateTime2);
return unit.between(value1, value2);
}
default ShortColumn hour() {
ShortColumn newColumn = ShortColumn.create(name() + "[" + "hour" + "]");
for (int r = 0; r < size(); r++) {
long c1 = getLong(r);
if (c1 != DateTimeColumn.MISSING_VALUE) {
newColumn.add(PackedLocalDateTime.getHour(c1));
} else {
newColumn.add(ShortColumn.MISSING_VALUE);
}
}
return newColumn;
}
default ShortColumn minuteOfDay() {
ShortColumn newColumn = ShortColumn.create(name() + "[" + "minute-of-day" + "]");
for (int r = 0; r < size(); r++) {
long c1 = getLong(r);
if (c1 != DateTimeColumn.MISSING_VALUE) {
newColumn.add((short) PackedLocalDateTime.getMinuteOfDay(c1));
} else {
newColumn.add(ShortColumn.MISSING_VALUE);
}
}
return newColumn;
}
default IntColumn secondOfDay() {
IntColumn newColumn = IntColumn.create(name() + "[" + "second-of-day" + "]");
for (int r = 0; r < size(); r++) {
long c1 = getLong(r);
if (c1 != DateTimeColumn.MISSING_VALUE) {
newColumn.add(PackedLocalDateTime.getSecondOfDay(c1));
} else {
newColumn.add(IntColumn.MISSING_VALUE);
}
}
return newColumn;
}
LocalDateTime get(int r);
long getLong(int r);
}