benchkit 0.21.0

//! Visualization and plotting utilities for benchmark results
//!
//! This module provides tools for generating performance charts and graphs
//! to enhance benchmark reports. Designed to work seamlessly with benchkit's
//! markdown-first reporting approach.

use crate ::prelude :: *;
use std ::path ::Path;
type Result< T > = std ::result ::Result< T, Box<dyn std ::error ::Error >>;

#[ cfg(feature = "visualization") ]
use plotters ::prelude :: *;

/// Chart configuration for benchmark visualizations
#[ derive(Debug, Clone) ]
pub struct ChartConfig
{
  /// Chart title
  pub title: String,
  /// Chart width in pixels
  pub width: u32,
  /// Chart height in pixels  
  pub height: u32,
  /// X-axis label
  pub x_label: String,
  /// Y-axis label
  pub y_label: String,
  /// Output format
  pub format: ChartFormat,
}

impl Default for ChartConfig
{
  fn default() -> Self
  {
  Self
  {
   title: "Benchmark Results".to_string(),
   width: 800,
   height: 600,
   x_label: "Input Size".to_string(),
   y_label: "Operations/sec".to_string(),
   format: ChartFormat ::SVG,
 }
 }
}

/// Supported chart output formats
#[ derive(Debug, Clone) ]
pub enum ChartFormat
{
  /// SVG format (best for markdown embedding)
  SVG,
  /// PNG format (best for documentation)
  PNG,
  /// HTML format (interactive charts)
  HTML,
}

impl ChartFormat
{
  /// Get file extension for this format
  pub fn extension( &self ) -> &str
  {
  match self
  {
   ChartFormat ::SVG => "svg",
   ChartFormat ::PNG => "png", 
   ChartFormat ::HTML => "html",
 }
 }
}

/// Performance scaling chart generator
#[ cfg(feature = "visualization") ]
#[ derive(Debug) ]
pub struct ScalingChart
{
  config: ChartConfig,
  data_series: Vec< (String, Vec<(f64, f64) >)>, // (name, (x, y) points)
}

#[ cfg(feature = "visualization") ]
impl ScalingChart
{
  /// Create new scaling chart
  pub fn new(config: ChartConfig) -> Self
  {
  Self
  {
   config,
   data_series: Vec ::new(),
 }
 }
  
  /// Add data series to the chart
  pub fn add_series(&mut self, name: &str, data_points: Vec< (f64, f64) >)
  {
  self.data_series.push((name.to_string(), data_points));
 }
  
  /// Add benchmark results as a scaling series
  pub fn add_scaling_results(&mut self, name: &str, scaling_results: &[ (usize, BenchmarkResult)])
  {
  let data_points: Vec< (f64, f64) > = scaling_results
   .iter()
   .map(|(scale, result)| (*scale as f64, result.operations_per_second()))
   .collect();
  
  self.add_series(name, data_points);
 }

  /// Get the number of data series in the chart
  pub fn data_series_count( &self ) -> usize
  {
  self.data_series.len()
 }

  /// Get the number of data points in a specific series
  pub fn data_points_count(&self, series_index: usize) -> Option< usize >
  {
  self.data_series.get( series_index ).map( | ( _, points ) | points.len() )
 }
  
  /// Generate the chart and save to file
  pub fn generate(&self, output_path: &Path) -> Result< () >
  {
  match self.config.format
  {
   ChartFormat ::SVG => self.generate_svg(output_path),
   ChartFormat ::PNG => self.generate_png(output_path),
   ChartFormat ::HTML => self.generate_html(output_path),
 }
 }
  
  fn generate_svg(&self, output_path: &Path) -> Result< () >
  {
  let root = SVGBackend ::new(output_path, (self.config.width, self.config.height))
   .into_drawing_area();
  self.draw_chart(root)
 }
  
  fn generate_png(&self, output_path: &Path) -> Result< () >
  {
  // For now, PNG support requires additional image processing library
  // Generate SVG instead and inform user
  let svg_path = output_path.with_extension("svg");
  self.generate_svg(&svg_path)?;
  println!("⚠️  PNG support requires image library - generated SVG instead: {:?}", svg_path);
  Ok(())
 }
  
  fn generate_html(&self, output_path: &Path) -> Result< () >
  {
  // For HTML, we'll generate SVG and embed it
  let svg_content = self.generate_svg_string()?;
  let html_content = format!(
   r#"< !DOCTYPE html >
< html >
< head >
  < title >{}< /title >
  < style >
  body {{ font-family: Arial, sans-serif; margin: 40px; }}
  .chart-container {{ text-align: center; }}
  < /style >
< /head >
< body >
  < div class="chart-container" >
  < h1 >{}< /h1 >
  {}
  < /div >
< /body >
< /html >"#,
   self.config.title, self.config.title, svg_content
 );
  
  std ::fs ::write(output_path, html_content)?;
  Ok(())
 }
  
  fn generate_svg_string( &self ) -> Result< String >
  {
  let mut buffer = String ::new();
  {
   let root = SVGBackend ::with_string(&mut buffer, (self.config.width, self.config.height))
  .into_drawing_area();
   self.draw_chart(root)?;
 }
  
  Ok(buffer)
 }
  
  fn draw_chart< DB: DrawingBackend >(&self, root: DrawingArea< DB, plotters ::coord ::Shift >) -> Result< () >
  where
  DB ::ErrorType: 'static,
  {
  root.fill(&WHITE)?;
  
  if self.data_series.is_empty()
  {
   return Ok(());
 }
  
  // Find data ranges
  let (x_min, x_max, y_min, y_max) = self.find_data_ranges();
  
  let mut chart = ChartBuilder ::on(&root)
   .caption(&self.config.title, ("sans-serif", 30))
   .margin(20)
   .x_label_area_size(40)
   .y_label_area_size(50)
   .build_cartesian_2d(x_min..x_max, y_min..y_max)?;
  
  chart
   .configure_mesh()
   .x_desc(&self.config.x_label)
   .y_desc(&self.config.y_label)
   .draw()?;
  
  // Color palette for different series
  let colors = [&RED, &BLUE, &GREEN, &MAGENTA, &CYAN];
  
  for (i, (name, data_points)) in self.data_series.iter().enumerate()
  {
   let color = colors[i % colors.len()];
   
   // Draw line
   chart
  .draw_series(LineSeries ::new(data_points.iter().cloned(), color))?
  .label(name)
  .legend(move |(x, y)| PathElement ::new(vec![(x, y), (x + 10, y)], color));
   
   // Draw points
   chart.draw_series(
  data_points.iter().map(|(x, y)| Circle ::new((*x, *y), 3, color.filled()))
 )?;
 }
  
  chart.configure_series_labels().draw()?;
  root.present()?;
  
  Ok(())
 }
  
  fn find_data_ranges( &self ) -> (f64, f64, f64, f64)
  {
  let mut x_min = f64 ::INFINITY;
  let mut x_max = f64 ::NEG_INFINITY;
  let mut y_min = f64 ::INFINITY;
  let mut y_max = f64 ::NEG_INFINITY;
  
  for (_, data_points) in &self.data_series
  {
   for (x, y) in data_points
   {
  x_min = x_min.min(*x);
  x_max = x_max.max(*x);
  y_min = y_min.min(*y);
  y_max = y_max.max(*y);
 }
 }
  
  // Add some padding
  let x_range = x_max - x_min;
  let y_range = y_max - y_min;
  
  (
   x_min - x_range * 0.05,
   x_max + x_range * 0.05,
   y_min - y_range * 0.05,
   y_max + y_range * 0.05,
 )
 }
}

/// Framework comparison bar chart generator
#[ cfg(feature = "visualization") ]
#[ derive(Debug) ]
pub struct ComparisonChart
{
  config: ChartConfig,
  data: Vec< (String, f64) >, // (framework_name, ops_per_second)
}

#[ cfg(feature = "visualization") ]
impl ComparisonChart
{
  /// Create new comparison chart
  pub fn new(config: ChartConfig) -> Self
  {
  Self
  {
   config,
   data: Vec ::new(),
 }
 }
  
  /// Add framework performance data
  pub fn add_framework(&mut self, name: &str, ops_per_second: f64)
  {
  self.data.push((name.to_string(), ops_per_second));
 }
  
  /// Add benchmark results
  pub fn add_benchmark_results(&mut self, results: &[ (String, BenchmarkResult)])
  {
  for (name, result) in results
  {
   self.add_framework(name, result.operations_per_second());
 }
 }

  /// Get the number of data points in the chart
  pub fn data_count( &self ) -> usize
  {
  self.data.len()
 }

  /// Get the operations per second for a specific framework by index
  pub fn ops_per_second(&self, index: usize) -> Option< f64 >
  {
  self.data.get( index ).map( | ( _, ops ) | *ops )
 }
  
  /// Generate the chart
  pub fn generate(&self, output_path: &Path) -> Result< () >
  {
  match self.config.format
  {
   ChartFormat ::SVG => self.generate_svg(output_path),
   ChartFormat ::PNG => self.generate_png(output_path),
   ChartFormat ::HTML => self.generate_html(output_path),
 }
 }
  
  fn generate_svg(&self, output_path: &Path) -> Result< () >
  {
  let root = SVGBackend ::new(output_path, (self.config.width, self.config.height))
   .into_drawing_area();
  self.draw_chart(root)
 }
  
  fn generate_png(&self, output_path: &Path) -> Result< () >
  {
  // For now, PNG support requires additional image processing library
  // Generate SVG instead and inform user
  let svg_path = output_path.with_extension("svg");
  self.generate_svg(&svg_path)?;
  println!("⚠️  PNG support requires image library - generated SVG instead: {:?}", svg_path);
  Ok(())
 }
  
  fn generate_html(&self, output_path: &Path) -> Result< () >
  {
  let svg_content = self.generate_svg_string()?;
  let html_content = format!(
   r#"< !DOCTYPE html >
< html >
< head >
  < title >{}< /title >
  < style >
  body {{ font-family: Arial, sans-serif; margin: 40px; }}
  .chart-container {{ text-align: center; }}
  < /style >
< /head >
< body >
  < div class="chart-container" >
  < h1 >{}< /h1 >
  {}
  < /div >
< /body >
< /html >"#,
   self.config.title, self.config.title, svg_content
 );
  
  std ::fs ::write(output_path, html_content)?;
  Ok(())
 }
  
  fn generate_svg_string( &self ) -> Result< String >
  {
  let mut buffer = String ::new();
  {
   let root = SVGBackend ::with_string(&mut buffer, (self.config.width, self.config.height))
  .into_drawing_area();
   self.draw_chart(root)?;
 }
  
  Ok(buffer)
 }
  
  fn draw_chart< DB: DrawingBackend >(&self, root: DrawingArea< DB, plotters ::coord ::Shift >) -> Result< () >
  where
  DB ::ErrorType: 'static,
  {
  root.fill(&WHITE)?;
  
  if self.data.is_empty()
  {
   return Ok(());
 }
  
  let y_max = self.data.iter().map(|(_, ops)| *ops).fold(0.0f64, f64 ::max) * 1.1;
  
  let mut chart = ChartBuilder ::on(&root)
   .caption(&self.config.title, ("sans-serif", 30))
   .margin(20)
   .x_label_area_size(60)
   .y_label_area_size(50)
   .build_cartesian_2d(0f32..self.data.len() as f32, 0f64..y_max)?;
  
  chart
   .configure_mesh()
   .y_desc(&self.config.y_label)
   .x_desc(&self.config.x_label)
   .x_label_formatter(&|x| {
  let index = *x as usize;
  if index < self.data.len() 
  {
   self.data[index].0.clone()
 } else {
   String ::new()
 }
 })
   .draw()?;
  
  // Draw bars
  chart.draw_series(
   self.data.iter().enumerate().map(|(i, (_name, ops))| {
  Rectangle ::new([(i as f32 - 0.4, 0.0), (i as f32 + 0.4, *ops)], BLUE.filled())
 })
 )?
  .label("Operations/sec")
  .legend(|(x, y)| PathElement ::new(vec![(x, y), (x + 10, y)], &BLUE));
  
  chart.configure_series_labels().draw()?;
  root.present()?;
  
  Ok(())
 }
}

/// High-level plotting functions for common benchkit use cases
#[ cfg(feature = "visualization") ]
pub mod plots
{
  use super :: *;
  
  /// Generate scaling analysis chart from benchmark suite results
  pub fn scaling_analysis_chart(
  suite_results: &[ (usize, BenchmarkResult)],
  title: &str,
  output_path: &Path,
 ) -> Result< () >
  {
  let config = ChartConfig
  {
   title: title.to_string(),
   x_label: "Input Size".to_string(),
   y_label: "Operations/sec".to_string(),
   ..Default ::default()
 };
  
  let mut chart = ScalingChart ::new(config);
  chart.add_scaling_results("Performance", suite_results);
  chart.generate(output_path)
 }
  
  /// Generate framework comparison chart
  pub fn framework_comparison_chart(
  framework_results: &[ (String, BenchmarkResult)],
  title: &str,
  output_path: &Path,
 ) -> Result< () >
  {
  let config = ChartConfig
  {
   title: title.to_string(),
   x_label: "Framework".to_string(),
   y_label: "Operations/sec".to_string(),
   ..Default ::default()
 };
  
  let mut chart = ComparisonChart ::new(config);
  chart.add_benchmark_results(framework_results);
  chart.generate(output_path)
 }
  
  /// Generate performance trend chart over time
  pub fn performance_trend_chart(
  historical_data: &[ (String, f64)], // (date/commit, ops_per_second)
  title: &str,
  output_path: &Path,
 ) -> Result< () >
  {
  let config = ChartConfig
  {
   title: title.to_string(),
   x_label: "Time".to_string(),
   y_label: "Operations/sec".to_string(),
   ..Default ::default()
 };
  
  let mut chart = ScalingChart ::new(config);
  let data_points: Vec< (f64, f64) > = historical_data
   .iter()
   .enumerate()
   .map(|(i, (_, ops))| (i as f64, *ops))
   .collect();
  
  chart.add_series("Performance Trend", data_points);
  chart.generate(output_path)
 }
}

// Stubs for when visualization feature is disabled
#[ cfg(not(feature = "visualization")) ]
pub mod plots
{
  use super :: *;
  
  /// Scaling analysis chart (disabled - enable 'visualization' feature)
  pub fn scaling_analysis_chart(
  _suite_results: &[ (usize, BenchmarkResult)],
  _title: &str,
  _output_path: &Path,
 ) -> Result< () >
  {
  println!("⚠️  Visualization disabled - enable 'visualization' feature for charts");
  Ok(())
 }
  
  /// Framework comparison chart (disabled - enable 'visualization' feature)
  pub fn framework_comparison_chart(
  _framework_results: &[ (String, BenchmarkResult)],
  _title: &str,
  _output_path: &Path,
 ) -> Result< () >
  {
  println!("⚠️  Visualization disabled - enable 'visualization' feature for charts");
  Ok(())
 }
  
  /// Performance trend chart (disabled - enable 'visualization' feature)
  pub fn performance_trend_chart(
  _historical_data: &[ (String, f64)],
  _title: &str,
  _output_path: &Path,
 ) -> Result< () >
  {
  println!("⚠️  Visualization disabled - enable 'visualization' feature for charts");
  Ok(())
 }
}