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//! Defines the arithmetic kernels for adding a Duration to a Timestamp,
//! Time32, Time64, Date32 and Date64.
//!
//! For the purposes of Arrow Implementations, adding this value to a Timestamp
//! ("t1") naively (i.e. simply summing the two number) is acceptable even
//! though in some cases the resulting Timestamp (t2) would not account for
//! leap-seconds during the elapsed time between "t1" and "t2". Similarly,
//! representing the difference between two Unix timestamp is acceptable, but
//! would yield a value that is possibly a few seconds off from the true
//! elapsed time.
use std::ops::{Add, Sub};
use num_traits::AsPrimitive;
use crate::{
array::PrimitiveArray,
compute::arity::{binary, unary},
datatypes::{DataType, TimeUnit},
error::{ArrowError, Result},
scalar::{PrimitiveScalar, Scalar},
temporal_conversions,
types::{months_days_ns, NativeType},
};
/// Creates the scale required to add or subtract a Duration to a time array
/// (Timestamp, Time, or Date). The resulting scale always multiplies the rhs
/// number (Duration) so it can be added to the lhs number (time array).
fn create_scale(lhs: &DataType, rhs: &DataType) -> Result<f64> {
// Matching on both data types from both numbers to calculate the correct
// scale for the operation. The timestamp, Time and duration have a
// Timeunit enum in its data type. This enum is used to describe the
// addition of the duration. The Date32 and Date64 have different rules for
// the scaling.
let scale = match (lhs, rhs) {
(DataType::Timestamp(timeunit_a, _), DataType::Duration(timeunit_b))
| (DataType::Time32(timeunit_a), DataType::Duration(timeunit_b))
| (DataType::Time64(timeunit_a), DataType::Duration(timeunit_b)) => {
// The scale is based on the TimeUnit that each of the numbers have.
temporal_conversions::timeunit_scale(*timeunit_a, *timeunit_b)
}
(DataType::Date32, DataType::Duration(timeunit)) => {
// Date32 represents the time elapsed time since UNIX epoch
// (1970-01-01) in days (32 bits). The duration value has to be
// scaled to days to be able to add the value to the Date.
temporal_conversions::timeunit_scale(TimeUnit::Second, *timeunit)
/ temporal_conversions::SECONDS_IN_DAY as f64
}
(DataType::Date64, DataType::Duration(timeunit)) => {
// Date64 represents the time elapsed time since UNIX epoch
// (1970-01-01) in milliseconds (64 bits). The duration value has
// to be scaled to milliseconds to be able to add the value to the
// Date.
temporal_conversions::timeunit_scale(TimeUnit::Millisecond, *timeunit)
}
_ => {
return Err(ArrowError::InvalidArgumentError(
"Incorrect data type for the arguments".to_string(),
));
}
};
Ok(scale)
}
/// Adds a duration to a time array (Timestamp, Time and Date). The timeunit
/// enum is used to scale correctly both arrays; adding seconds with seconds,
/// or milliseconds with milliseconds.
///
/// # Examples
/// ```
/// use arrow2::compute::arithmetics::time::add_duration;
/// use arrow2::array::PrimitiveArray;
/// use arrow2::datatypes::{DataType, TimeUnit};
///
/// let timestamp = PrimitiveArray::from([
/// Some(100000i64),
/// Some(200000i64),
/// None,
/// Some(300000i64),
/// ])
/// .to(DataType::Timestamp(
/// TimeUnit::Second,
/// Some("America/New_York".to_string()),
/// ));
///
/// let duration = PrimitiveArray::from([Some(10i64), Some(20i64), None, Some(30i64)])
/// .to(DataType::Duration(TimeUnit::Second));
///
/// let result = add_duration(×tamp, &duration);
/// let expected = PrimitiveArray::from([
/// Some(100010i64),
/// Some(200020i64),
/// None,
/// Some(300030i64),
/// ])
/// .to(DataType::Timestamp(
/// TimeUnit::Second,
/// Some("America/New_York".to_string()),
/// ));
///
/// assert_eq!(result, expected);
/// ```
pub fn add_duration<T>(
time: &PrimitiveArray<T>,
duration: &PrimitiveArray<i64>,
) -> PrimitiveArray<T>
where
f64: AsPrimitive<T>,
T: NativeType + Add<T, Output = T>,
{
let scale = create_scale(time.data_type(), duration.data_type()).unwrap();
// Closure for the binary operation. The closure contains the scale
// required to add a duration to the timestamp array.
let op = move |a: T, b: i64| a + (b as f64 * scale).as_();
binary(time, duration, time.data_type().clone(), op)
}
/// Adds a duration to a time array (Timestamp, Time and Date). The timeunit
/// enum is used to scale correctly both arrays; adding seconds with seconds,
/// or milliseconds with milliseconds.
pub fn add_duration_scalar<T>(
time: &PrimitiveArray<T>,
duration: &PrimitiveScalar<i64>,
) -> PrimitiveArray<T>
where
f64: AsPrimitive<T>,
T: NativeType + Add<T, Output = T>,
{
let scale = create_scale(time.data_type(), duration.data_type()).unwrap();
let duration = if let Some(duration) = duration.value() {
duration
} else {
return PrimitiveArray::<T>::new_null(time.data_type().clone(), time.len());
};
// Closure for the binary operation. The closure contains the scale
// required to add a duration to the timestamp array.
let op = move |a: T| a + (duration as f64 * scale).as_();
unary(time, op, time.data_type().clone())
}
/// Subtract a duration to a time array (Timestamp, Time and Date). The timeunit
/// enum is used to scale correctly both arrays; adding seconds with seconds,
/// or milliseconds with milliseconds.
///
/// # Examples
/// ```
/// use arrow2::compute::arithmetics::time::subtract_duration;
/// use arrow2::array::PrimitiveArray;
/// use arrow2::datatypes::{DataType, TimeUnit};
///
/// let timestamp = PrimitiveArray::from([
/// Some(100000i64),
/// Some(200000i64),
/// None,
/// Some(300000i64),
/// ])
/// .to(DataType::Timestamp(
/// TimeUnit::Second,
/// Some("America/New_York".to_string()),
/// ));
///
/// let duration = PrimitiveArray::from([Some(10i64), Some(20i64), None, Some(30i64)])
/// .to(DataType::Duration(TimeUnit::Second));
///
/// let result = subtract_duration(×tamp, &duration);
/// let expected = PrimitiveArray::from([
/// Some(99990i64),
/// Some(199980i64),
/// None,
/// Some(299970i64),
/// ])
/// .to(DataType::Timestamp(
/// TimeUnit::Second,
/// Some("America/New_York".to_string()),
/// ));
///
/// assert_eq!(result, expected);
///
/// ```
pub fn subtract_duration<T>(
time: &PrimitiveArray<T>,
duration: &PrimitiveArray<i64>,
) -> PrimitiveArray<T>
where
f64: AsPrimitive<T>,
T: NativeType + Sub<T, Output = T>,
{
let scale = create_scale(time.data_type(), duration.data_type()).unwrap();
// Closure for the binary operation. The closure contains the scale
// required to add a duration to the timestamp array.
let op = move |a: T, b: i64| a - (b as f64 * scale).as_();
binary(time, duration, time.data_type().clone(), op)
}
/// Subtract a duration to a time array (Timestamp, Time and Date). The timeunit
/// enum is used to scale correctly both arrays; adding seconds with seconds,
/// or milliseconds with milliseconds.
pub fn sub_duration_scalar<T>(
time: &PrimitiveArray<T>,
duration: &PrimitiveScalar<i64>,
) -> PrimitiveArray<T>
where
f64: AsPrimitive<T>,
T: NativeType + Sub<T, Output = T>,
{
let scale = create_scale(time.data_type(), duration.data_type()).unwrap();
let duration = if let Some(duration) = duration.value() {
duration
} else {
return PrimitiveArray::<T>::new_null(time.data_type().clone(), time.len());
};
let op = move |a: T| a - (duration as f64 * scale).as_();
unary(time, op, time.data_type().clone())
}
/// Calculates the difference between two timestamps returning an array of type
/// Duration. The timeunit enum is used to scale correctly both arrays;
/// subtracting seconds with seconds, or milliseconds with milliseconds.
///
/// # Examples
/// ```
/// use arrow2::compute::arithmetics::time::subtract_timestamps;
/// use arrow2::array::PrimitiveArray;
/// use arrow2::datatypes::{DataType, TimeUnit};
/// let timestamp_a = PrimitiveArray::from([
/// Some(100_010i64),
/// Some(200_020i64),
/// None,
/// Some(300_030i64),
/// ])
/// .to(DataType::Timestamp(TimeUnit::Second, None));
///
/// let timestamp_b = PrimitiveArray::from([
/// Some(100_000i64),
/// Some(200_000i64),
/// None,
/// Some(300_000i64),
/// ])
/// .to(DataType::Timestamp(TimeUnit::Second, None));
///
/// let expected = PrimitiveArray::from([Some(10i64), Some(20i64), None, Some(30i64)])
/// .to(DataType::Duration(TimeUnit::Second));
///
/// let result = subtract_timestamps(×tamp_a, &×tamp_b).unwrap();
/// assert_eq!(result, expected);
/// ```
pub fn subtract_timestamps(
lhs: &PrimitiveArray<i64>,
rhs: &PrimitiveArray<i64>,
) -> Result<PrimitiveArray<i64>> {
// Matching on both data types from both arrays.
// Both timestamps have a Timeunit enum in its data type.
// This enum is used to adjust the scale between the timestamps.
match (lhs.data_type(), rhs.data_type()) {
// Naive timestamp comparison. It doesn't take into account timezones
// from the Timestamp timeunit.
(DataType::Timestamp(timeunit_a, None), DataType::Timestamp(timeunit_b, None)) => {
// Closure for the binary operation. The closure contains the scale
// required to calculate the difference between the timestamps.
let scale = temporal_conversions::timeunit_scale(*timeunit_a, *timeunit_b);
let op = move |a, b| a - (b as f64 * scale) as i64;
Ok(binary(lhs, rhs, DataType::Duration(*timeunit_a), op))
}
_ => Err(ArrowError::InvalidArgumentError(
"Incorrect data type for the arguments".to_string(),
)),
}
}
/// Calculates the difference between two timestamps as [`DataType::Duration`] with the same time scale.
pub fn sub_timestamps_scalar(
lhs: &PrimitiveArray<i64>,
rhs: &PrimitiveScalar<i64>,
) -> Result<PrimitiveArray<i64>> {
let (scale, timeunit_a) =
if let (DataType::Timestamp(timeunit_a, None), DataType::Timestamp(timeunit_b, None)) =
(lhs.data_type(), rhs.data_type())
{
(
temporal_conversions::timeunit_scale(*timeunit_a, *timeunit_b),
timeunit_a,
)
} else {
return Err(ArrowError::InvalidArgumentError(
"sub_timestamps_scalar requires both arguments to be timestamps without timezone"
.to_string(),
));
};
let rhs = if let Some(value) = rhs.value() {
value
} else {
return Ok(PrimitiveArray::<i64>::new_null(
lhs.data_type().clone(),
lhs.len(),
));
};
let op = move |a| a - (rhs as f64 * scale) as i64;
Ok(unary(lhs, op, DataType::Duration(*timeunit_a)))
}
/// Adds an interval to a [`DataType::Timestamp`].
pub fn add_interval(
timestamp: &PrimitiveArray<i64>,
interval: &PrimitiveArray<months_days_ns>,
) -> Result<PrimitiveArray<i64>> {
match timestamp.data_type().to_logical_type() {
DataType::Timestamp(time_unit, Some(timezone_str)) => {
let time_unit = *time_unit;
let timezone = temporal_conversions::parse_offset(timezone_str);
match timezone {
Ok(timezone) => Ok(binary(
timestamp,
interval,
timestamp.data_type().clone(),
|timestamp, interval| {
temporal_conversions::add_interval(
timestamp, time_unit, interval, &timezone,
)
},
)),
#[cfg(feature = "chrono-tz")]
Err(_) => {
let timezone = temporal_conversions::parse_offset_tz(timezone_str)?;
Ok(binary(
timestamp,
interval,
timestamp.data_type().clone(),
|timestamp, interval| {
temporal_conversions::add_interval(
timestamp, time_unit, interval, &timezone,
)
},
))
}
#[cfg(not(feature = "chrono-tz"))]
_ => Err(ArrowError::InvalidArgumentError(format!(
"timezone \"{}\" cannot be parsed (feature chrono-tz is not active)",
timezone_str
))),
}
}
DataType::Timestamp(time_unit, None) => {
let time_unit = *time_unit;
Ok(binary(
timestamp,
interval,
timestamp.data_type().clone(),
|timestamp, interval| {
temporal_conversions::add_naive_interval(timestamp, time_unit, interval)
},
))
}
_ => Err(ArrowError::InvalidArgumentError(
"Adding an interval is only supported for `DataType::Timestamp`".to_string(),
)),
}
}
/// Adds an interval to a [`DataType::Timestamp`].
pub fn add_interval_scalar(
timestamp: &PrimitiveArray<i64>,
interval: &PrimitiveScalar<months_days_ns>,
) -> Result<PrimitiveArray<i64>> {
let interval = if let Some(interval) = interval.value() {
interval
} else {
return Ok(PrimitiveArray::<i64>::new_null(
timestamp.data_type().clone(),
timestamp.len(),
));
};
match timestamp.data_type().to_logical_type() {
DataType::Timestamp(time_unit, Some(timezone_str)) => {
let time_unit = *time_unit;
let timezone = temporal_conversions::parse_offset(timezone_str);
match timezone {
Ok(timezone) => Ok(unary(
timestamp,
|timestamp| {
temporal_conversions::add_interval(
timestamp, time_unit, interval, &timezone,
)
},
timestamp.data_type().clone(),
)),
#[cfg(feature = "chrono-tz")]
Err(_) => {
let timezone = temporal_conversions::parse_offset_tz(timezone_str)?;
Ok(unary(
timestamp,
|timestamp| {
temporal_conversions::add_interval(
timestamp, time_unit, interval, &timezone,
)
},
timestamp.data_type().clone(),
))
}
#[cfg(not(feature = "chrono-tz"))]
_ => Err(ArrowError::InvalidArgumentError(format!(
"timezone \"{}\" cannot be parsed (feature chrono-tz is not active)",
timezone_str
))),
}
}
DataType::Timestamp(time_unit, None) => {
let time_unit = *time_unit;
Ok(unary(
timestamp,
|timestamp| {
temporal_conversions::add_naive_interval(timestamp, time_unit, interval)
},
timestamp.data_type().clone(),
))
}
_ => Err(ArrowError::InvalidArgumentError(
"Adding an interval is only supported for `DataType::Timestamp`".to_string(),
)),
}
}