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hyperfine/src/benchmark/mod.rs
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pub mod benchmark_result;
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pub mod executor;
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pub mod relative_speed;
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pub mod scheduler;
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pub mod timing_result;
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use std::cmp;
use crate::command::Command;
use crate::options::{CmdFailureAction, ExecutorKind, Options, OutputStyleOption};
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use crate::outlier_detection::{modified_zscores, OUTLIER_THRESHOLD};
use crate::output::format::{format_duration, format_duration_unit};
use crate::output::progress_bar::get_progress_bar;
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use crate::output::warnings::{OutlierWarningOptions, Warnings};
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use crate::parameter::ParameterNameAndValue;
use crate::util::exit_code::extract_exit_code;
use crate::util::min_max::{max, min};
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use crate::util::units::Second;
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use benchmark_result::BenchmarkResult;
use timing_result::TimingResult;
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use anyhow::{anyhow, Result};
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use colored::*;
use statistical::{mean, median, standard_deviation};
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use self::executor::Executor;
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/// Threshold for warning about fast execution time
pub const MIN_EXECUTION_TIME: Second = 5e-3;
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pub struct Benchmark<'a> {
number: usize,
command: &'a Command<'a>,
options: &'a Options,
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executor: &'a dyn Executor,
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}
impl<'a> Benchmark<'a> {
pub fn new(
number: usize,
command: &'a Command<'a>,
options: &'a Options,
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executor: &'a dyn Executor,
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) -> Self {
Benchmark {
number,
command,
options,
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executor,
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}
}
/// Run setup, cleanup, or preparation commands
fn run_intermediate_command(
&self,
command: &Command<'_>,
error_output: &'static str,
) -> Result<TimingResult> {
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self.executor
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.run_command_and_measure(command, Some(CmdFailureAction::RaiseError))
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.map(|r| r.0)
.map_err(|_| anyhow!(error_output))
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}
/// Run the command specified by `--setup`.
fn run_setup_command(
&self,
parameters: impl IntoIterator<Item = ParameterNameAndValue<'a>>,
) -> Result<TimingResult> {
let command = self
.options
.setup_command
.as_ref()
.map(|setup_command| Command::new_parametrized(None, setup_command, parameters));
let error_output = "The setup command terminated with a non-zero exit code. \
Append ' || true' to the command if you are sure that this can be ignored.";
Ok(command
.map(|cmd| self.run_intermediate_command(&cmd, error_output))
.transpose()?
.unwrap_or_default())
}
/// Run the command specified by `--cleanup`.
fn run_cleanup_command(
&self,
parameters: impl IntoIterator<Item = ParameterNameAndValue<'a>>,
) -> Result<TimingResult> {
let command = self
.options
.cleanup_command
.as_ref()
.map(|cleanup_command| Command::new_parametrized(None, cleanup_command, parameters));
let error_output = "The cleanup command terminated with a non-zero exit code. \
Append ' || true' to the command if you are sure that this can be ignored.";
Ok(command
.map(|cmd| self.run_intermediate_command(&cmd, error_output))
.transpose()?
.unwrap_or_default())
}
/// Run the command specified by `--prepare`.
fn run_preparation_command(&self, command: &Command<'_>) -> Result<TimingResult> {
let error_output = "The preparation command terminated with a non-zero exit code. \
Append ' || true' to the command if you are sure that this can be ignored.";
self.run_intermediate_command(command, error_output)
}
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/// Run the command specified by `--conclude`.
fn run_conclusion_command(&self, command: &Command<'_>) -> Result<TimingResult> {
let error_output = "The conclusion command terminated with a non-zero exit code. \
Append ' || true' to the command if you are sure that this can be ignored.";
self.run_intermediate_command(command, error_output)
}
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/// Run the benchmark for a single command
pub fn run(&self) -> Result<BenchmarkResult> {
if self.options.output_style != OutputStyleOption::Disabled {
println!(
"{}{}: {}",
"Benchmark ".bold(),
(self.number + 1).to_string().bold(),
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self.command.get_name_with_unused_parameters(),
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);
}
let mut times_real: Vec<Second> = vec![];
let mut times_user: Vec<Second> = vec![];
let mut times_system: Vec<Second> = vec![];
let mut exit_codes: Vec<Option<i32>> = vec![];
let mut all_succeeded = true;
let preparation_command = self.options.preparation_command.as_ref().map(|values| {
let preparation_command = if values.len() == 1 {
&values[0]
} else {
&values[self.number]
};
Command::new_parametrized(
None,
preparation_command,
self.command.get_parameters().iter().cloned(),
)
});
let run_preparation_command = || {
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preparation_command
.as_ref()
.map(|cmd| self.run_preparation_command(cmd))
.transpose()
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};
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let conclusion_command = self.options.conclusion_command.as_ref().map(|values| {
let conclusion_command = if values.len() == 1 {
&values[0]
} else {
&values[self.number]
};
Command::new_parametrized(
None,
conclusion_command,
self.command.get_parameters().iter().cloned(),
)
});
let run_conclusion_command = || {
conclusion_command
.as_ref()
.map(|cmd| self.run_conclusion_command(cmd))
.transpose()
};
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self.run_setup_command(self.command.get_parameters().iter().cloned())?;
// Warmup phase
if self.options.warmup_count > 0 {
let progress_bar = if self.options.output_style != OutputStyleOption::Disabled {
Some(get_progress_bar(
self.options.warmup_count,
"Performing warmup runs",
self.options.output_style,
))
} else {
None
};
for _ in 0..self.options.warmup_count {
let _ = run_preparation_command()?;
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let _ = self.executor.run_command_and_measure(self.command, None)?;
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let _ = run_conclusion_command()?;
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if let Some(bar) = progress_bar.as_ref() {
bar.inc(1)
}
}
if let Some(bar) = progress_bar.as_ref() {
bar.finish_and_clear()
}
}
// Set up progress bar (and spinner for initial measurement)
let progress_bar = if self.options.output_style != OutputStyleOption::Disabled {
Some(get_progress_bar(
self.options.run_bounds.min,
"Initial time measurement",
self.options.output_style,
))
} else {
None
};
let preparation_result = run_preparation_command()?;
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let preparation_overhead =
preparation_result.map_or(0.0, |res| res.time_real + self.executor.time_overhead());
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// Initial timing run
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let (res, status) = self.executor.run_command_and_measure(self.command, None)?;
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let success = status.success();
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let conclusion_result = run_conclusion_command()?;
let conclusion_overhead =
conclusion_result.map_or(0.0, |res| res.time_real + self.executor.time_overhead());
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// Determine number of benchmark runs
let runs_in_min_time = (self.options.min_benchmarking_time
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/ (res.time_real
+ self.executor.time_overhead()
+ preparation_overhead
+ conclusion_overhead)) as u64;
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let count = {
let min = cmp::max(runs_in_min_time, self.options.run_bounds.min);
self.options
.run_bounds
.max
.as_ref()
.map(|max| cmp::min(min, *max))
.unwrap_or(min)
};
let count_remaining = count - 1;
// Save the first result
times_real.push(res.time_real);
times_user.push(res.time_user);
times_system.push(res.time_system);
exit_codes.push(extract_exit_code(status));
all_succeeded = all_succeeded && success;
// Re-configure the progress bar
if let Some(bar) = progress_bar.as_ref() {
bar.set_length(count)
}
if let Some(bar) = progress_bar.as_ref() {
bar.inc(1)
}
// Gather statistics (perform the actual benchmark)
for _ in 0..count_remaining {
run_preparation_command()?;
let msg = {
let mean = format_duration(mean(&times_real), self.options.time_unit);
format!("Current estimate: {}", mean.to_string().green())
};
if let Some(bar) = progress_bar.as_ref() {
bar.set_message(msg.to_owned())
}
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let (res, status) = self.executor.run_command_and_measure(self.command, None)?;
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let success = status.success();
times_real.push(res.time_real);
times_user.push(res.time_user);
times_system.push(res.time_system);
exit_codes.push(extract_exit_code(status));
all_succeeded = all_succeeded && success;
if let Some(bar) = progress_bar.as_ref() {
bar.inc(1)
}
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run_conclusion_command()?;
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}
if let Some(bar) = progress_bar.as_ref() {
bar.finish_and_clear()
}
// Compute statistical quantities
let t_num = times_real.len();
let t_mean = mean(&times_real);
let t_stddev = if times_real.len() > 1 {
Some(standard_deviation(&times_real, Some(t_mean)))
} else {
None
};
let t_median = median(&times_real);
let t_min = min(&times_real);
let t_max = max(&times_real);
let user_mean = mean(&times_user);
let system_mean = mean(&times_system);
// Formatting and console output
let (mean_str, time_unit) = format_duration_unit(t_mean, self.options.time_unit);
let min_str = format_duration(t_min, Some(time_unit));
let max_str = format_duration(t_max, Some(time_unit));
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let num_str = format!("{t_num} runs");
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let user_str = format_duration(user_mean, Some(time_unit));
let system_str = format_duration(system_mean, Some(time_unit));
if self.options.output_style != OutputStyleOption::Disabled {
if times_real.len() == 1 {
println!(
" Time ({} ≡): {:>8} {:>8} [User: {}, System: {}]",
"abs".green().bold(),
mean_str.green().bold(),
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" ", // alignment
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user_str.blue(),
system_str.blue()
);
} else {
let stddev_str = format_duration(t_stddev.unwrap(), Some(time_unit));
println!(
" Time ({} ± {}): {:>8} ± {:>8} [User: {}, System: {}]",
"mean".green().bold(),
"σ".green(),
mean_str.green().bold(),
stddev_str.green(),
user_str.blue(),
system_str.blue()
);
println!(
" Range ({} … {}): {:>8} … {:>8} {}",
"min".cyan(),
"max".purple(),
min_str.cyan(),
max_str.purple(),
num_str.dimmed()
);
}
}
// Warnings
let mut warnings = vec![];
// Check execution time
if matches!(self.options.executor_kind, ExecutorKind::Shell(_))
&& times_real.iter().any(|&t| t < MIN_EXECUTION_TIME)
{
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warnings.push(Warnings::FastExecutionTime);
}
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// Check program exit codes
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if !all_succeeded {
warnings.push(Warnings::NonZeroExitCode);
}
// Run outlier detection
let scores = modified_zscores(&times_real);
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let outlier_warning_options = OutlierWarningOptions {
warmup_in_use: self.options.warmup_count > 0,
prepare_in_use: self
.options
.preparation_command
.as_ref()
.map(|v| v.len())
.unwrap_or(0)
> 0,
};
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if scores[0] > OUTLIER_THRESHOLD {
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warnings.push(Warnings::SlowInitialRun(
times_real[0],
outlier_warning_options,
));
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} else if scores.iter().any(|&s| s.abs() > OUTLIER_THRESHOLD) {
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warnings.push(Warnings::OutliersDetected(outlier_warning_options));
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}
if !warnings.is_empty() {
eprintln!(" ");
for warning in &warnings {
eprintln!(" {}: {}", "Warning".yellow(), warning);
}
}
if self.options.output_style != OutputStyleOption::Disabled {
println!(" ");
}
self.run_cleanup_command(self.command.get_parameters().iter().cloned())?;
Ok(BenchmarkResult {
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command: self.command.get_name(),
command_with_unused_parameters: self.command.get_name_with_unused_parameters(),
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mean: t_mean,
stddev: t_stddev,
median: t_median,
user: user_mean,
system: system_mean,
min: t_min,
max: t_max,
times: Some(times_real),
exit_codes,
parameters: self
.command
.get_parameters()
.iter()
.map(|(name, value)| (name.to_string(), value.to_string()))
.collect(),
})
}
}