+/target

+data.imgbuf

+*.dat

+*.plot

+Cargo.lock

+[package]

+name = "imenchmark"

+version = "0.1.0"

+edition = "2021"

+

+# See more keys and their definitions at https://doc.rust-lang.org/cargo/reference/manifest.html

+

+[dependencies]

+fimg = { version = "0.4.23", features = [

+ "text",

+ "blur",

+ "scale",

+], git = "https://github.com/bend-n/fimg" }

+iai = { git = "https://github.com/bend-n/iai", version = "0.1.1" }

+image = { version = "0.24.7", default-features = false, features = ["png"] }

+imageproc = { version = "0.23.0", default-features = false }

+umath = "0.0.7"

+

+[[bench]]

+harness = false

+name = "affine"

+

+[[bench]]

+harness = false

+name = "resizing"

+

+[[bench]]

+harness = false

+name = "drawing"

+## a series of benchmarks, comparing [imageproc](https://crates.io/crates/imageproc) and [fimg](https://crates.io/crates/fimg)

+

+

+

+

+

+### how to run benchmarks

+

+step 1: unhew. `cargo install --git https://github.com/bend-n/hew && hew data.png data.imgbuf`

+step 2: run. `cargo bench` \ No newline at end of file

+<svg xmlns="http://www.w3.org/2000/svg" width="600" height="480"><path fill="#fff" d="M0 0h600v480H0z"/><g fill="none" stroke="currentColor" color="#000"><path stroke="#000" d="M106.09 444h9m459.73 0h-9"/><text fill="#000" stroke="none" font-family="Arial" font-size="12" text-anchor="end" transform="translate(97.7 447.9)"><tspan> 0</tspan></text></g><g fill="none" stroke="currentColor" color="#000"><path stroke="#000" d="M106.09 389.57h9m459.73 0h-9"/><text fill="#000" stroke="none" font-family="Arial" font-size="12" text-anchor="end" transform="translate(97.7 393.47)"><tspan> 2x10</tspan><tspan dy="-6" font-size="9.6">8</tspan></text></g><g fill="none" stroke="currentColor" color="#000"><path stroke="#000" d="M106.09 335.15h9m459.73 0h-9"/><text fill="#000" stroke="none" font-family="Arial" font-size="12" text-anchor="end" transform="translate(97.7 339.05)"><tspan> 4x10</tspan><tspan dy="-6" font-size="9.6">8</tspan></text></g><g fill="none" stroke="currentColor" color="#000"><path stroke="#000" d="M106.09 280.72h9m459.73 0h-9"/><text fill="#000" stroke="none" font-family="Arial" font-size="12" text-anchor="end" transform="translate(97.7 284.62)"><tspan> 6x10</tspan><tspan dy="-6" font-size="9.6">8</tspan></text></g><g fill="none" stroke="currentColor" color="#000"><path stroke="#000" d="M106.09 226.29h9m459.73 0h-9"/><text fill="#000" stroke="none" font-family="Arial" font-size="12" text-anchor="end" transform="translate(97.7 230.19)"><tspan> 8x10</tspan><tspan dy="-6" font-size="9.6">8</tspan></text></g><g fill="none" stroke="currentColor" color="#000"><path stroke="#000" d="M106.09 171.86h9m459.73 0h-9"/><text fill="#000" stroke="none" font-family="Arial" font-size="12" text-anchor="end" transform="translate(97.7 175.76)"><tspan> 1x10</tspan><tspan dy="-6" font-size="9.6">9</tspan></text></g><g fill="none" stroke="currentColor" color="#000"><path stroke="#000" d="M106.09 117.44h9m459.73 0h-9"/><text fill="#000" stroke="none" font-family="Arial" font-size="12" text-anchor="end" transform="translate(97.7 121.34)"><tspan> 1.2x10</tspan><tspan dy="-6" font-size="9.6">9</tspan></text></g><g fill="none" stroke="currentColor" color="#000"><path stroke="#000" d="M106.09 63.01h9m459.73 0h-9"/><text fill="#000" stroke="none" font-family="Arial" font-size="12" text-anchor="end" transform="translate(97.7 66.91)"><tspan> 1.4x10</tspan><tspan dy="-6" font-size="9.6">9</tspan></text></g><g fill="none" stroke="currentColor" color="#000"><path stroke="#000" d="M184.21 444v-9m0-371.99v9"/><text fill="#000" stroke="none" font-family="Arial" font-size="12" text-anchor="middle" transform="translate(184.21 465.9)"><tspan>270 degrees</tspan></text></g><g fill="none" stroke="currentColor" color="#000"><path stroke="#000" d="M262.33 444v-9m0-371.99v9"/><text fill="#000" stroke="none" font-family="Arial" font-size="12" text-anchor="middle" transform="translate(262.33 465.9)"><tspan>180 degrees</tspan></text></g><g fill="none" stroke="currentColor" color="#000"><path stroke="#000" d="M340.46 444v-9m0-371.99v9"/><text fill="#000" stroke="none" font-family="Arial" font-size="12" text-anchor="middle" transform="translate(340.46 465.9)"><tspan>90 degrees</tspan></text></g><g fill="none" stroke="currentColor" color="#000"><path stroke="#000" d="M418.58 444v-9m0-371.99v9"/><text fill="#000" stroke="none" font-family="Arial" font-size="12" text-anchor="middle" transform="translate(418.58 465.9)"><tspan>flip h</tspan></text></g><g fill="none" stroke="currentColor" color="#000"><path stroke="#000" d="M496.7 444v-9m0-371.99v9"/><text fill="#000" stroke="none" font-family="Arial" font-size="12" text-anchor="middle" transform="translate(496.7 465.9)"><tspan>flip v</tspan></text></g><path fill="none" stroke="#000" d="M106.09 63.01V444h468.73V63.01H106.09Z" color="#000"/><text color="#000" font-family="Arial" font-size="12" text-anchor="middle" transform="rotate(-90 136.345 117.165)"><tspan>cycles</tspan></text><text color="#000" font-family="Arial" font-size="12" text-anchor="end" transform="translate(507.09 84.91)"><tspan>fimg</tspan></text><g fill="none" stroke="currentColor" color="#000"><path fill="#9400D3" stroke="none" d="M515.48 85.51h42.56v-9h-42.56z" shape-rendering="crispEdges"/><path stroke="#000" d="M515.48 85.51h42.56v-9h-42.56v9Z"/></g><g fill="none" stroke="currentColor" color="#000"><path fill="#9400D3" stroke="none" d="M158.17 444h26.05V217.77h-26.05z" shape-rendering="crispEdges"/><path stroke="#000" d="M158.17 444V217.78h26.04V444h-26.04Z"/></g><g fill="none" stroke="currentColor" color="#000"><path fill="#9400D3" stroke="none" d="M236.29 444h26.05V296.63h-26.05z" shape-rendering="crispEdges"/><path stroke="#000" d="M236.29 444V296.64h26.04V444h-26.04Z"/></g><g fill="none" stroke="currentColor" color="#000"><path fill="#9400D3" stroke="none" d="M314.41 444h26.06V165.65h-26.06z" shape-rendering="crispEdges"/><path stroke="#000" d="M314.41 444V165.66h26.05V444h-26.05Z"/></g><g fill="none" stroke="currentColor" color="#000"><path fill="#9400D3" stroke="none" d="M392.54 444h26.05V310.26h-26.05z" shape-rendering="crispEdges"/><path stroke="#000" d="M392.54 444V310.27h26.04V444h-26.04Z"/></g><g fill="none" stroke="currentColor" color="#000"><path fill="#9400D3" stroke="none" d="M470.66 444h26.05V310.26h-26.05z" shape-rendering="crispEdges"/><path stroke="#000" d="M470.66 444V310.27h26.04V444h-26.04Z"/></g><text color="#000" font-family="Arial" font-size="12" text-anchor="end" transform="translate(507.09 102.91)"><tspan>imgproc</tspan></text><g fill="none" stroke="currentColor" color="#000"><path fill="#009E73" stroke="none" d="M515.48 103.51h42.56v-9h-42.56z" shape-rendering="crispEdges"/><path stroke="#000" d="M515.48 103.51h42.56v-9h-42.56v9Z"/></g><g fill="none" stroke="currentColor" color="#000"><path fill="#009E73" stroke="none" d="M184.21 444h26.05V83.03h-26.05z" shape-rendering="crispEdges"/><path stroke="#000" d="M184.21 444V83.04h26.04V444h-26.04Z"/></g><g fill="none" stroke="currentColor" color="#000"><path fill="#009E73" stroke="none" d="M262.33 444h26.05V122.08h-26.05z" shape-rendering="crispEdges"/><path stroke="#000" d="M262.33 444V122.09h26.04V444h-26.04Z"/></g><g fill="none" stroke="currentColor" color="#000"><path fill="#009E73" stroke="none" d="M340.46 444h26.05V123.05h-26.05z" shape-rendering="crispEdges"/><path stroke="#000" d="M340.46 444V123.06h26.04V444h-26.04Z"/></g><g fill="none" stroke="currentColor" color="#000"><path fill="#009E73" stroke="none" d="M418.58 444h26.05V122.09h-26.05z" shape-rendering="crispEdges"/><path stroke="#000" d="M418.58 444V122.1h26.04V444h-26.04Z"/></g><g fill="none" stroke="currentColor" color="#000"><path fill="#009E73" stroke="none" d="M496.7 444h26.05V146.09H496.7z" shape-rendering="crispEdges"/><path stroke="#000" d="M496.7 444V146.1h26.04V444H496.7Z"/></g><path fill="none" stroke="#000" d="M106.09 63.01V444h468.73V63.01H106.09Z" color="#000"/><text color="#000" font-family="Verdana" font-size="18" text-anchor="middle" transform="translate(340.45 32.86)"><tspan>affine</tspan></text></svg> \ No newline at end of file

+//! note that imageproc doesnt support in-place transformations.

+use fimg::Image;

+use image::{imageops, RgbImage};

+const SIZE: u32 = 5424;

+

+// dont have to alloc, but it would be less fair.

+pub fn fimg() -> Image<Vec<u8>, 3> {

+ Image::build(SIZE, SIZE).buf(iai::black_box(include_bytes!("../data.imgbuf").to_vec()))

+}

+

+pub fn ipimg() -> RgbImage {

+ RgbImage::from_raw(

+ SIZE,

+ SIZE,

+ iai::black_box(include_bytes!("../data.imgbuf").to_vec()),

+ )

+ .unwrap()

+}

+

+pub fn rot_90_fimg() {

+ iai::black_box(unsafe { fimg().cloner().rot_90() });

+}

+

+pub fn rot_90_imgproc() {

+ iai::black_box(imageops::rotate90(&ipimg()));

+}

+

+pub fn rot_180_fimg() {

+ iai::black_box(fimg().cloner().rot_180());

+}

+

+pub fn rot_180_imgproc() {

+ iai::black_box(imageops::rotate180(&ipimg()));

+}

+

+pub fn rot_270_fimg() {

+ iai::black_box(unsafe { fimg().cloner().rot_270() });

+}

+

+pub fn rot_270_imgproc() {

+ iai::black_box(imageops::rotate270(&ipimg()));

+}

+

+pub fn flip_h_fimg() {

+ iai::black_box(fimg().cloner().flip_h());

+}

+

+pub fn flip_h_imgproc() {

+ iai::black_box(imageops::flip_horizontal(&ipimg()));

+}

+

+pub fn flip_v_fimg() {

+ iai::black_box(fimg().cloner().flip_h());

+}

+

+pub fn flip_v_imgproc() {

+ iai::black_box(imageops::flip_vertical(&ipimg()));

+}

+

+iai::main!(

+ rot_90_fimg,

+ rot_90_imgproc,

+ rot_180_fimg,

+ rot_180_imgproc,

+ rot_270_fimg,

+ rot_270_imgproc,

+ flip_h_fimg,

+ flip_h_imgproc,

+ flip_v_fimg,

+ flip_v_imgproc,

+);

+use fimg::Image;

+use image::Rgba;

+use imageproc::point::Point;

+use umath::generic_float::Constructors;

+use umath::FF32;

+

+macro_rules! run_fimg {

+ (fn $fn:ident($img:ident) { $($tt:tt)+ }) => {

+ fn $fn() {

+ let mut $img = iai::black_box(Image::<_, 4>::alloc(1000, 1000).boxed());

+ $($tt)+

+ iai::black_box($img);

+ }

+ };

+}

+

+macro_rules! run_imgp {

+ (fn $fn:ident($img:ident) { $($tt:tt)+ }) => {

+ fn $fn() {

+ let mut $img = iai::black_box(image::RgbaImage::new(1000, 1000));

+ $($tt)+

+ iai::black_box($img);

+ }

+ };

+}

+

+run_fimg! {

+ fn tri_fimg(img) { unsafe {

+ // btw it would be faster if it used points() but future™

+ img.tri::<FF32>(

+ (FF32::zero(), FF32::zero()),

+ (FF32::new(1000.), FF32::new(500.)),

+ (FF32::zero(), FF32::new(999.)),

+ [255, 255, 255, 255],

+ );

+ } }

+}

+

+run_imgp! {

+ fn tri_imgp(img) {

+ // fimg L tbh

+ imageproc::drawing::draw_polygon_mut(&mut img, &[Point::new(0, 0), Point::new(1000, 500), Point::new(0, 999)], Rgba([255,255,255,255]));

+ }

+}

+

+run_fimg! { fn circle_filled_fimg(i) {

+ i.circle((500,500), 500, [128, 128, 128, 255]);

+} }

+

+run_imgp! { fn circle_filled_imgp(i) {

+ imageproc::drawing::draw_filled_circle_mut(&mut i, (500,500), 500, Rgba([128, 128, 128, 255]));

+} }

+

+run_fimg! { fn border_circle_fimg(i) {

+ for radius in (5..500).step_by(5) {

+ i.border_circle((500, 500), radius, [128, 128, 128, 255]);

+ }

+} }

+

+run_imgp! { fn border_circle_imgp(i) {

+ for radius in (5..500).step_by(5) {

+ imageproc::drawing::draw_hollow_circle_mut(&mut i, (500,500), radius, Rgba([128, 128, 128, 255]));

+ }

+} }

+

+run_fimg! { fn line_fimg(i) {

+ for y in (250..750).step_by(10) {

+ i.line((0, y), (2000,2000), [128, 0, 0, 255]);

+ }

+} }

+

+run_imgp! { fn line_imgp(i) {

+ for y in (250..750).step_by(10) {

+ imageproc::drawing::draw_line_segment_mut(&mut i, (0.0, y as f32), (2000.0,2000.0), Rgba([128, 0, 0, 255]));

+ }

+} }

+

+iai::main!(

+ tri_fimg,

+ tri_imgp,

+ circle_filled_fimg,

+ circle_filled_imgp,

+ border_circle_fimg,

+ border_circle_imgp,

+ line_fimg,

+ line_imgp,

+);

+use fimg::Image;

+const SIZE: u32 = 5424;

+const TO: u32 = 2712;

+

+macro_rules! scale_fimg {

+ ($name:ident => { scale($alg: ident) }) => {

+ fn $name() {

+ #[allow(unused_mut)]

+ let mut img = Image::<_, 3>::build(SIZE, SIZE)

+ .buf(iai::black_box(include_bytes!("../data.imgbuf").to_vec()));

+ img.scale::<fimg::scale::$alg>(TO, TO);

+ iai::black_box(img);

+ }

+ };

+}

+

+macro_rules! scale_img {

+ ($name:ident => { scale($alg: ident) }) => {

+ fn $name() {

+ let img = image::RgbImage::from_raw(

+ SIZE,

+ SIZE,

+ iai::black_box(include_bytes!("../data.imgbuf").to_vec()),

+ )

+ .unwrap();

+ iai::black_box(image::imageops::resize(

+ &img,

+ TO,

+ TO,

+ image::imageops::FilterType::$alg,

+ ));

+ }

+ };

+}

+

+scale_fimg!(nearest_fimg => { scale(Nearest) });

+scale_img!(nearest_img => { scale(Nearest) });

+scale_fimg!(lanczos_fimg => { scale(Lanczos3) });

+scale_img!(lanczos_img => { scale(Lanczos3) });

+scale_fimg!(catmull_fimg => { scale(CatmullRom) });

+scale_img!(catmull_img => { scale(CatmullRom) });

+

+iai::main!(

+ nearest_fimg,

+ nearest_img,

+ lanczos_fimg,

+ lanczos_img,

+ catmull_fimg,

+ catmull_img

+);

+<svg xmlns="http://www.w3.org/2000/svg" width="600" height="480"><path fill="#fff" d="M0 0h600v480H0z"/><g fill="none" stroke="currentColor" color="#000"><path stroke="#000" d="M89.31 444h9m476.51 0h-9"/><text fill="#000" stroke="none" font-family="Arial" font-size="12" text-anchor="end" transform="translate(80.92 447.9)"><tspan> 0</tspan></text></g><g fill="none" stroke="currentColor" color="#000"><path stroke="#000" d="M89.31 389.57h9m476.51 0h-9"/><text fill="#000" stroke="none" font-family="Arial" font-size="12" text-anchor="end" transform="translate(80.92 393.47)"><tspan> 1x10</tspan><tspan dy="-6" font-size="9.6">7</tspan></text></g><g fill="none" stroke="currentColor" color="#000"><path stroke="#000" d="M89.31 335.15h9m476.51 0h-9"/><text fill="#000" stroke="none" font-family="Arial" font-size="12" text-anchor="end" transform="translate(80.92 339.05)"><tspan> 2x10</tspan><tspan dy="-6" font-size="9.6">7</tspan></text></g><g fill="none" stroke="currentColor" color="#000"><path 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text-anchor="end" transform="translate(80.92 121.34)"><tspan> 6x10</tspan><tspan dy="-6" font-size="9.6">7</tspan></text></g><g fill="none" stroke="currentColor" color="#000"><path stroke="#000" d="M89.31 63.01h9m476.51 0h-9"/><text fill="#000" stroke="none" font-family="Arial" font-size="12" text-anchor="end" transform="translate(80.92 66.91)"><tspan> 7x10</tspan><tspan dy="-6" font-size="9.6">7</tspan></text></g><g fill="none" stroke="currentColor" color="#000"><path stroke="#000" d="M186.41 444v-9m0-371.99v9"/><text fill="#000" stroke="none" font-family="Arial" font-size="12" text-anchor="middle" transform="translate(186.41 465.9)"><tspan>tri</tspan></text></g><g fill="none" stroke="currentColor" color="#000"><path stroke="#000" d="M283.51 444v-9m0-371.99v9"/><text fill="#000" stroke="none" font-family="Arial" font-size="12" text-anchor="middle" transform="translate(283.51 465.9)"><tspan>circle filled</tspan></text></g><g fill="none" stroke="currentColor" color="#000"><path 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transform="translate(507.09 102.91)"><tspan>imgproc</tspan></text><g fill="none" stroke="currentColor" color="#000"><path fill="#009E73" stroke="none" d="M515.48 103.51h42.56v-9h-42.56z" shape-rendering="crispEdges"/><path stroke="#000" d="M515.48 103.51h42.56v-9h-42.56v9Z"/></g><g fill="none" stroke="currentColor" color="#000"><path fill="#009E73" stroke="none" d="M186.41 444h32.38v-42.16h-32.38z" shape-rendering="crispEdges"/><path stroke="#000" d="M186.41 444v-42.15h32.37V444h-32.37Z"/></g><g fill="none" stroke="currentColor" color="#000"><path fill="#009E73" stroke="none" d="M283.51 444h32.38V78.07h-32.38z" shape-rendering="crispEdges"/><path stroke="#000" d="M283.51 444V78.08h32.37V444h-32.37Z"/></g><g fill="none" stroke="currentColor" color="#000"><path fill="#009E73" stroke="none" d="M380.62 444h32.37v-49.55h-32.37z" shape-rendering="crispEdges"/><path stroke="#000" d="M380.62 444v-49.54h32.36V444h-32.36Z"/></g><g fill="none" stroke="currentColor" color="#000"><path fill="#009E73" stroke="none" d="M477.72 444h32.38v-23.77h-32.38z" shape-rendering="crispEdges"/><path stroke="#000" d="M477.72 444v-23.76h32.37V444h-32.37Z"/></g><path fill="none" stroke="#000" d="M89.31 63.01V444h485.51V63.01H89.31Z" color="#000"/><text color="#000" font-family="Verdana" font-size="18" text-anchor="middle" transform="translate(332.06 32.86)"><tspan>drawing</tspan></text></svg> \ No newline at end of file

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color="#000"/><text color="#000" font-family="Arial" font-size="12" text-anchor="middle" transform="rotate(-90 136.345 117.165)"><tspan>cycles</tspan></text><text color="#000" font-family="Arial" font-size="12" text-anchor="end" transform="translate(507.09 84.91)"><tspan>fimg</tspan></text><g fill="none" stroke="currentColor" color="#000"><path fill="#9400D3" stroke="none" d="M515.48 85.51h42.56v-9h-42.56z" shape-rendering="crispEdges"/><path stroke="#000" d="M515.48 85.51h42.56v-9h-42.56v9Z"/></g><g fill="none" stroke="currentColor" color="#000"><path fill="#9400D3" stroke="none" d="M191.2 444h38.38v-53.53H191.2z" shape-rendering="crispEdges"/><path stroke="#000" d="M191.2 444v-53.52h38.37V444H191.2Z"/></g><g fill="none" stroke="currentColor" color="#000"><path fill="#9400D3" stroke="none" d="M306.29 444h38.37v-43.95h-38.37z" shape-rendering="crispEdges"/><path stroke="#000" d="M306.29 444v-43.94h38.36V444h-38.36Z"/></g><g fill="none" stroke="currentColor" color="#000"><path 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+fn main(){}