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Runs => Measurements
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@@ -1,29 +1,33 @@
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use std::process::ExitStatus;
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use serde::Serialize;
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use crate::quantity::statistics::{max, mean, median, min, modified_zscores, standard_deviation};
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use crate::quantity::{Information, Time};
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use statistical::{mean, median, standard_deviation};
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/// Performance measurements and exit status from running a single command
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#[derive(Debug, Default, Copy, Clone, PartialEq)]
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use crate::util::units::Second;
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use crate::{
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outlier_detection::modified_zscores,
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util::min_max::{max, min},
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};
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/// Performance metric measurements and exit code for a single run
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#[derive(Debug, Default, Clone, Serialize, PartialEq)]
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pub struct Measurement {
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/// Wall clock time
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pub time_wall_clock: Time,
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/// Elapsed wall clock time (real time)
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pub wall_clock_time: Second,
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/// Time spent in user mode
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pub time_user: Time,
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pub user_time: Second,
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/// Time spent in kernel mode
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pub time_system: Time,
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pub system_time: Second,
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/// Maximum amount of memory used
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pub peak_memory_usage: Information,
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/// Maximum memory usage of the process, in bytes
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pub memory_usage_byte: u64,
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/// The exit status of the process
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pub exit_status: ExitStatus,
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/// Exit codes of the process
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pub exit_code: Option<i32>,
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}
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/// Performance measurements and exit statuses for all runs of a command.
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#[derive(Debug, Default, Clone, PartialEq)]
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#[derive(Debug, Default, Clone, Serialize, PartialEq)]
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pub struct Measurements {
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pub measurements: Vec<Measurement>,
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}
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@@ -45,54 +49,69 @@ impl Measurements {
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self.measurements.push(measurement);
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}
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pub fn wall_clock_times(&self) -> impl Iterator<Item = Time> + '_ {
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self.measurements.iter().map(|m| m.time_wall_clock)
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pub fn wall_clock_times(&self) -> Vec<Second> {
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self.measurements
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.iter()
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.map(|m| m.wall_clock_time)
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.collect()
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}
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/// The average wall clock time.
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pub fn time_wall_clock_mean(&self) -> Time {
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mean(self.wall_clock_times())
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/// The average wall clock time
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pub fn mean(&self) -> Second {
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mean(&self.wall_clock_times())
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}
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/// The standard deviation of all wall clock times. Not available if only one run has been performed
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pub fn stddev(&self) -> Option<Time> {
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let times: Vec<_> = self.wall_clock_times().collect(); // TODO: Avoid collecting
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pub fn stddev(&self) -> Option<Second> {
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let times = self.wall_clock_times();
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if times.len() < 2 {
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None
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let t_mean = mean(×);
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if times.len() > 1 {
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Some(standard_deviation(×, Some(t_mean)))
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} else {
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Some(standard_deviation(times))
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None
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}
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}
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/// The median wall clock time.
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pub fn median(&self) -> Time {
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median(self.wall_clock_times())
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/// The median wall clock time
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pub fn median(&self) -> Second {
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median(&self.wall_clock_times())
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}
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/// The minimum wall clock time.
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pub fn min(&self) -> Time {
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min(self.wall_clock_times())
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/// The minimum wall clock time
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pub fn min(&self) -> Second {
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min(&self.wall_clock_times())
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}
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/// The maximum wall clock time.
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pub fn max(&self) -> Time {
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max(self.wall_clock_times())
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/// The maximum wall clock time
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pub fn max(&self) -> Second {
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max(&self.wall_clock_times())
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}
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/// The average user time
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pub fn user_mean(&self) -> Second {
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mean(
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&self
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.measurements
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.iter()
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.map(|m| m.user_time)
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.collect::<Vec<_>>(),
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)
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}
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/// The average system time
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pub fn system_mean(&self) -> Second {
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mean(
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&self
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.measurements
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.iter()
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.map(|m| m.system_time)
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.collect::<Vec<_>>(),
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)
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}
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/// Compute modified Z-scores for the wall clock times.
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pub fn modified_zscores(&self) -> Vec<f64> {
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modified_zscores(&self.wall_clock_times().collect::<Vec<_>>())
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}
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/// The average user time.
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pub fn time_user_mean(&self) -> Time {
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mean(self.measurements.iter().map(|m| m.time_user))
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}
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/// The average system time.
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pub fn time_system_mean(&self) -> Time {
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mean(self.measurements.iter().map(|m| m.time_system))
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modified_zscores(&self.wall_clock_times())
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}
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pub fn peak_memory_usage_mean(&self) -> Information {
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