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use std::{fs, path::Path};
use anyhow::{Error, Result};
use rayon::ThreadPoolBuilder;
use crate::{
crossover::{CrossoverFunction, EqualHalfsCrossover},
environment::Environment,
fitness::{FitnessFunction, SquareDistance},
job_context::JobContext,
models::Image,
mutators::{Mutator, RectangleMutator},
ColorMode, DisplayCondition, ImageWriter, SaveCondition,
};
/// This builder provides an interface to set up the environment for generating images.
pub struct EnvironmentBuilder {
image: Option<Image>,
color_mode: ColorMode,
mutator: Box<dyn Mutator + Send + Sync>,
fitness: Box<dyn FitnessFunction + Send + Sync>,
crossover: Box<dyn CrossoverFunction + Send>,
generation_size: usize,
threads: usize,
display_condition: DisplayCondition,
output_directory: String,
filename_prefix: String,
save_condition: SaveCondition,
}
impl EnvironmentBuilder {
/// Sets the image.
///
/// Image is always required. [EnvironmentBuilder#build()] will return an error if the image has not been set.
///
/// # Examples
///
/// ```no_run
/// use franklin::EnvironmentBuilder;
/// use franklin::ImageReader;
///
/// let mut environment_builder = EnvironmentBuilder::default();
///
/// let image = ImageReader::load("path/to/image.png").unwrap();
/// environment_builder.set_image(image);
/// ```
pub fn set_image(&mut self, image: Image) {
self.image = Some(image);
}
/// Sets the color mode.
///
/// This property is optional. The default value is: Rgb.
///
/// # Examples
///
/// ```
/// use franklin::{ColorMode, EnvironmentBuilder};
///
/// let mut environment_builder = EnvironmentBuilder::default();
///
/// environment_builder.set_color_mode(ColorMode::Rgb);
/// ```
pub fn set_color_mode(&mut self, color_mode: ColorMode) {
self.color_mode = color_mode;
}
/// Sets the mutator.
///
/// This property is optional. The default value is: Rectangle.
///
/// # Examples
///
/// ```
/// use franklin::EnvironmentBuilder;
/// use franklin::mutators::TriangleMutator;
///
/// let mut environment_builder = EnvironmentBuilder::default();
///
/// environment_builder.set_mutator(Box::new(TriangleMutator::default()));
/// ```
pub fn set_mutator(&mut self, mutator: Box<dyn Mutator + Send + Sync>) {
self.mutator = mutator;
}
/// Sets the fitness function.
///
/// This property is optional. The default value is: SquareDistance.
///
/// # Examples
///
/// ```
/// use franklin::EnvironmentBuilder;
/// use franklin::fitness::SquareDistance;
///
/// let mut environment_builder = EnvironmentBuilder::default();
///
/// environment_builder.set_fitness_function(Box::new(SquareDistance::default()));
/// ```
pub fn set_fitness_function(&mut self, fitness: Box<dyn FitnessFunction + Send + Sync>) {
self.fitness = fitness;
}
/// Sets the crossover function.
///
/// This property is optional. The default value is: LeftOfRightClone.
///
/// # Examples
///
/// ```
/// use franklin::EnvironmentBuilder;
/// use franklin::crossover::ArithmeticAverageCrossover;
///
/// let mut environment_builder = EnvironmentBuilder::default();
///
/// environment_builder.set_crossover_function(Box::new(ArithmeticAverageCrossover::default()));
/// ```
pub fn set_crossover_function(&mut self, crossover: Box<dyn CrossoverFunction + Send>) {
self.crossover = crossover;
}
/// Sets the generation size.
///
/// This property is optional. The default value is: 100.
///
/// # Examples
///
/// ```
/// use franklin::EnvironmentBuilder;
///
/// let mut environment_builder = EnvironmentBuilder::default();
///
/// environment_builder.set_generation_size(150);
/// ```
pub fn set_generation_size(&mut self, generation_size: usize) {
self.generation_size = generation_size;
}
/// Sets the number of worker threads.
///
/// This property is optional. The default value is: 1.
///
/// # Examples
///
/// ```
/// use franklin::EnvironmentBuilder;
///
/// let mut environment_builder = EnvironmentBuilder::default();
///
/// environment_builder.set_threads(5);
/// ```
pub fn set_threads(&mut self, threads: usize) {
self.threads = threads;
}
/// Sets the display condition.
///
/// This property is optional. The default value is: [DisplayCondition::None].
///
/// # Examples
///
/// ```
/// use franklin::{DisplayCondition, EnvironmentBuilder};
///
/// let mut environment_builder = EnvironmentBuilder::default();
///
/// environment_builder.set_display_condition(DisplayCondition::None);
/// ```
pub fn set_display_condition(&mut self, display_condition: DisplayCondition) {
self.display_condition = display_condition;
}
/// Sets the output directory and the save condition.
///
/// This method returns an error if `output_directory` does not exist or it's not a directory.
///
/// Usage of this method is optional. The default values are:
/// * for `output_directory` it's "" (empty path),
/// * for `save_condition` it's [SaveCondition::Never].
///
/// # Examples
///
/// ```
/// use franklin::EnvironmentBuilder;
/// use franklin::SaveCondition;
///
/// let mut environment_builder = EnvironmentBuilder::default();
///
/// environment_builder.set_output_directory("PATH", SaveCondition::All);
/// ```
pub fn set_output_directory(
&mut self,
output_directory: &str,
save_condition: SaveCondition,
) -> Result<()> {
match save_condition {
SaveCondition::Never => {
self.save_condition = save_condition;
Ok(())
}
SaveCondition::Each(0) => {
Err(Error::msg("SaveCondition::Each must be greater than zero."))
}
SaveCondition::All | SaveCondition::Each(_) => {
let abs_path = fs::canonicalize(Path::new(output_directory))?;
let attr = fs::metadata(abs_path)?;
if attr.is_dir() {
self.output_directory = output_directory.to_string();
self.save_condition = save_condition;
Ok(())
} else {
Err(Error::msg("The path does not point to a directory"))
}
}
}
}
/// Sets the filename prefix.
///
/// This property is optional. The default value is: "output_".
///
/// # Examples
///
/// ```
/// use franklin::EnvironmentBuilder;
///
/// let mut environment_builder = EnvironmentBuilder::default();
///
/// environment_builder.set_filename_prefix("result_");
/// ```
pub fn set_filename_prefix(&mut self, filename_prefix: &str) {
self.filename_prefix = filename_prefix.to_owned();
}
/// This method build the environment and returns it.
///
/// Returns an error if the builder has been ill-formed.
///
///
/// # Examples
///
/// ```no_run
/// use franklin::EnvironmentBuilder;
///
/// let mut environment_builder = EnvironmentBuilder::default();
///
/// // Sets up all required properties.
///
/// let environment = environment_builder.build().unwrap();
/// ```
pub fn build(self) -> Result<Environment> {
match self {
Self { image: None, .. } => Err(Error::msg("Image must be set.")),
Self {
generation_size: 0, ..
} => Err(Error::msg("Generation size cannot be zero")),
_ => {
ThreadPoolBuilder::new()
.num_threads(self.threads)
.build_global()?;
let should_save_specimen: Box<dyn Fn(u32) -> bool + Send> =
match self.save_condition {
SaveCondition::All => Box::new(|_| true),
SaveCondition::Each(per) => {
Box::new(move |gen_number: u32| gen_number % per == 0)
}
SaveCondition::Never => Box::new(|_| false),
};
// Safety: it's safe to unwrap the image because None-case is captured in the first arm.
let job_context = JobContext::new(
self.image.unwrap(),
self.mutator,
self.fitness,
self.color_mode,
);
let image_writer =
ImageWriter::new(self.output_directory, self.filename_prefix.to_owned());
Ok(Environment::new(
job_context,
self.generation_size,
self.crossover,
self.display_condition,
image_writer,
should_save_specimen,
))
}
}
}
}
impl Default for EnvironmentBuilder {
#[must_use]
fn default() -> Self {
Self {
image: None,
color_mode: ColorMode::Rgb,
mutator: Box::<RectangleMutator>::default(),
fitness: Box::<SquareDistance>::default(),
crossover: Box::<EqualHalfsCrossover>::default(),
generation_size: 100,
threads: 1,
display_condition: DisplayCondition::None,
output_directory: String::new(),
filename_prefix: String::new(),
save_condition: SaveCondition::Never,
}
}
}