2026-10-05 14:19:34 +02:00
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use core::f64;
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2026-10-05 10:46:51 +02:00
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use std::marker::PhantomData;
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2026-10-05 14:19:34 +02:00
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use serde::ser::SerializeStruct;
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use serde::Serializer;
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2026-10-05 14:21:00 +02:00
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use uom::si;
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pub use uom::si::information::{byte, gibibyte, kibibyte, mebibyte, tebibyte};
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2026-10-05 14:19:34 +02:00
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pub use uom::si::ratio::ratio;
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pub use uom::si::time::{hour, microsecond, millisecond, minute, nanosecond, second};
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2026-10-05 14:20:12 +02:00
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pub use si::f64::{Information, Ratio, Time};
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2026-10-05 11:46:49 +02:00
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pub use units::{InformationUnit, IsUnit, TimeUnit};
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2026-10-05 10:46:51 +02:00
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mod units;
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2026-10-05 14:21:00 +02:00
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pub trait Quantity {
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type Unit;
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fn zero() -> Self;
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fn suitable_unit(&self) -> Self::Unit;
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fn format_with_precision(&self, unit: Self::Unit, precision: usize) -> String;
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fn format(&self, unit: Self::Unit) -> String;
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fn format_auto(&self) -> String;
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fn format_value(&self, unit: Self::Unit) -> String;
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}
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impl Quantity for Time {
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type Unit = TimeUnit;
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2026-10-05 14:19:34 +02:00
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fn zero() -> Time {
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Time::new::<second>(0.0)
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}
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fn suitable_unit(&self) -> TimeUnit {
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if *self < Time::new::<millisecond>(1.0) {
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TimeUnit::MicroSecond
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} else if *self < Time::new::<second>(1.0) {
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TimeUnit::MilliSecond
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} else {
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TimeUnit::Second
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}
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2026-10-05 11:46:49 +02:00
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}
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2026-10-05 14:20:48 +02:00
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/// Format the time duration in the given unit with the given precision.
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fn format_with_precision(&self, u: TimeUnit, precision: usize) -> String {
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u.format(*self, precision)
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}
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2026-10-05 14:20:48 +02:00
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/// Format the time duration in the given unit.
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fn format(&self, unit: TimeUnit) -> String {
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let value = self.format_with_precision(unit, unit.preferred_precision());
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format!("{} {}", value, unit.short_name())
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}
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/// Format the given time duration. The unit will be determined automatically.
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fn format_auto(&self) -> String {
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let unit = self.suitable_unit();
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let value = self.format(unit);
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format!("{} {}", value, unit.short_name())
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}
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2026-10-05 14:20:48 +02:00
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/// Like `format`, but without displaying the unit.
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fn format_value(&self, unit: TimeUnit) -> String {
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self.format_with_precision(unit, unit.preferred_precision())
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}
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}
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2026-10-05 10:46:51 +02:00
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pub const fn const_time_from_seconds(value: f64) -> Time {
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// Quantity::new in uom is not yet const: https://docs.rs/uom/0.36.0/uom/si/struct.Quantity.html
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Time {
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dimension: PhantomData,
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units: PhantomData,
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value,
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}
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}
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impl Quantity for Information {
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type Unit = InformationUnit;
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fn zero() -> Information {
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Information::new::<byte>(0.0)
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}
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fn suitable_unit(&self) -> InformationUnit {
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if *self < Information::new::<kibibyte>(1.0) {
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InformationUnit::Byte
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} else {
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InformationUnit::KibiByte
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}
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}
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/// Format the information in the given unit with the given precision.
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fn format_with_precision(&self, u: InformationUnit, precision: usize) -> String {
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u.format(*self, precision)
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}
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/// Format the information in the given unit.
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fn format(&self, unit: InformationUnit) -> String {
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let value = self.format_with_precision(unit, unit.preferred_precision());
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format!("{} {}", value, unit.short_name())
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}
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/// Format the given information. The unit will be determined automatically.
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fn format_auto(&self) -> String {
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let unit = self.suitable_unit();
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let value = self.format(unit);
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format!("{} {}", value, unit.short_name())
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}
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/// Like `format`, but without displaying the unit.
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fn format_value(&self, unit: InformationUnit) -> String {
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self.format_with_precision(unit, unit.preferred_precision())
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}
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}
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pub trait UnsafeRawValue {
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fn unsafe_raw_value(&self) -> f64;
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fn unsafe_from_raw_value(value: f64) -> Self;
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}
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impl UnsafeRawValue for Time {
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fn unsafe_raw_value(&self) -> f64 {
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self.get::<second>()
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}
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fn unsafe_from_raw_value(value: f64) -> Self {
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Time::new::<second>(value)
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}
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}
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impl UnsafeRawValue for Information {
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fn unsafe_raw_value(&self) -> f64 {
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self.get::<byte>()
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}
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fn unsafe_from_raw_value(value: f64) -> Self {
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Information::new::<byte>(value)
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}
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}
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2026-10-05 14:19:34 +02:00
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pub fn serialize_time<S>(t: &Time, s: S) -> Result<S::Ok, S::Error>
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where
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S: Serializer,
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{
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let mut state = s.serialize_struct("Time", 3)?;
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state.serialize_field("value", &t.value)?;
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state.serialize_field("unit", "second")?;
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state.end()
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}
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pub fn serialize_information<S>(i: &Information, s: S) -> Result<S::Ok, S::Error>
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where
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S: Serializer,
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{
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let mut state = s.serialize_struct("Information", 3)?;
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state.serialize_field("value", &i.value)?;
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state.serialize_field("unit", "byte")?;
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state.end()
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}
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macro_rules! quantity_fn {
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($name:ident, $unwrapped_values:ident, $body:expr) => {
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pub fn $name<Q: UnsafeRawValue>(values: &[Q]) -> Q {
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let $unwrapped_values: Vec<_> = values.iter().map(|q| q.unsafe_raw_value()).collect();
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let result_value = $body;
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Q::unsafe_from_raw_value(result_value)
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}
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};
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}
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quantity_fn!(mean, values, statistical::mean(&values));
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quantity_fn!(median, values, statistical::median(&values));
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quantity_fn!(min, values, crate::util::min_max::min(&values));
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quantity_fn!(max, values, crate::util::min_max::max(&values));
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quantity_fn!(standard_deviation, values, {
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let mean_value = statistical::mean(&values);
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statistical::standard_deviation(&values, Some(mean_value))
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});
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2026-10-05 14:20:12 +02:00
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pub fn modified_zscores<Q: UnsafeRawValue>(values: &[Q]) -> Vec<f64> {
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let values: Vec<_> = values.iter().map(|q| q.unsafe_raw_value()).collect();
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crate::outlier_detection::modified_zscores(&values)
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}
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2026-10-05 10:46:51 +02:00
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#[test]
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fn test_time() {
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let time = Time::new::<millisecond>(123.4);
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assert_eq!(time.get::<millisecond>(), 123.4);
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let time_s = time.get::<second>();
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approx::assert_relative_eq!(time_s, 0.1234);
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2026-10-05 14:20:23 +02:00
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let time_us = time.get::<microsecond>();
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approx::assert_relative_eq!(time_us, 123400.0);
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}
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#[test]
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fn test_information() {
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use uom::si::information::pebibyte;
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let information = Information::new::<kibibyte>(8.);
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assert_eq!(information.get::<byte>(), 8192.);
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let information_kib = information.get::<kibibyte>();
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assert_eq!(information_kib, 8.);
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let largest_exactly_representable = Information::new::<byte>(9_007_199_254_740_992.);
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assert_eq!(largest_exactly_representable.get::<pebibyte>(), 8.);
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}
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#[test]
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fn test_format() {
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let time = Time::new::<millisecond>(123.4);
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assert_eq!(time.format(TimeUnit::Second), "0.123 s");
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assert_eq!(time.format(TimeUnit::MilliSecond), "123.4 ms");
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assert_eq!(time.format(TimeUnit::MicroSecond), "123400.0 µs");
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let peak_memory_usage = Information::new::<kibibyte>(8.);
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assert_eq!(peak_memory_usage.format(InformationUnit::Byte), "8192 B");
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assert_eq!(
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peak_memory_usage.format(InformationUnit::KibiByte),
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"8.0 KiB"
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);
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}
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2026-10-05 14:19:34 +02:00
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#[test]
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fn test_mean() {
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let values = vec![
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Time::new::<millisecond>(123.4),
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Time::new::<millisecond>(234.5),
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];
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let result = mean(&values);
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assert_eq!(result.format(TimeUnit::MilliSecond), "178.9 ms");
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}
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#[test]
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fn test_suiteable_unit() {
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assert_eq!(Time::new::<second>(1.3).suitable_unit(), TimeUnit::Second);
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assert_eq!(Time::new::<second>(1.0).suitable_unit(), TimeUnit::Second);
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assert_eq!(
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Time::new::<second>(0.999).suitable_unit(),
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TimeUnit::MilliSecond
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);
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assert_eq!(
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Time::new::<second>(0.0005).suitable_unit(),
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TimeUnit::MicroSecond
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);
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assert_eq!(
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Time::new::<second>(0.).suitable_unit(),
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TimeUnit::MicroSecond
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);
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assert_eq!(
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Time::new::<second>(1000.0).suitable_unit(),
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TimeUnit::Second
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);
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}
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#[test]
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fn test_format_duration_unit_with_unit() {
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let out = Time::new::<second>(1.3).format(TimeUnit::Second);
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assert_eq!("1.300 s", out);
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let out = Time::new::<second>(1.3).format(TimeUnit::MilliSecond);
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assert_eq!("1300.0 ms", out);
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let out = Time::new::<second>(1.3).format(TimeUnit::MicroSecond);
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assert_eq!("1300000.0 µs", out);
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}
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