1
  2
  3
  4
  5
  6
  7
  8
  9
 10
 11
 12
 13
 14
 15
 16
 17
 18
 19
 20
 21
 22
 23
 24
 25
 26
 27
 28
 29
 30
 31
 32
 33
 34
 35
 36
 37
 38
 39
 40
 41
 42
 43
 44
 45
 46
 47
 48
 49
 50
 51
 52
 53
 54
 55
 56
 57
 58
 59
 60
 61
 62
 63
 64
 65
 66
 67
 68
 69
 70
 71
 72
 73
 74
 75
 76
 77
 78
 79
 80
 81
 82
 83
 84
 85
 86
 87
 88
 89
 90
 91
 92
 93
 94
 95
 96
 97
 98
 99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
//! Utils for testing and debugging.

use definitions::{
    VecBuffer
};

use image::{
    DynamicImage,
    GenericImage,
    GrayImage,
    ImageBuffer,
    Luma,
    open,
    Pixel,
    Primitive,
    Rgb,
    RgbImage
};

use quickcheck::{
    Arbitrary,
    Gen
};

use rand::{
    Rand
};

use std::fmt;
use std::path::Path;

/// Panics if any pixels differ between the two input images.
#[macro_export]
macro_rules! assert_pixels_eq {
    ($actual:expr, $expected:expr) => ({
        assert_dimensions_match!($actual, $expected);
        let diffs = $crate::utils::pixel_diffs(&$actual, &$expected, |p, q| p != q);
        if !diffs.is_empty() {
            panic!($crate::utils::describe_pixel_diffs(diffs.into_iter()))
        }
     })
}

/// Panics if any pixels differ between the two images by more than the
/// given tolerance in a single channel.
#[macro_export]
macro_rules! assert_pixels_eq_within {
    ($actual:expr, $expected:expr, $channel_tolerance:expr) => ({

        assert_dimensions_match!($actual, $expected);
        let diffs = $crate::utils::pixel_diffs(&$actual, &$expected, |p, q| {

            use image::Pixel;
            let cp = p.2.channels();
            let cq = q.2.channels();
            if cp.len() != cq.len() {
                panic!("pixels have different channel counts. \
                    actual: {:?}, expected: {:?}", cp.len(), cq.len())
            }

            let mut large_diff = false;
            for i in 0..cp.len() {
                let sp = cp[i];
                let sq = cq[i];
                // Handle unsigned subpixels
                let diff = if sp > sq {sp - sq} else {sq - sp};
                if diff > $channel_tolerance {
                    large_diff = true;
                    break;
                }
            }

            large_diff
        });
        if !diffs.is_empty() {
            panic!($crate::utils::describe_pixel_diffs(diffs.into_iter()))
        }
    })
}

/// Panics if image dimensions do not match.
#[macro_export]
macro_rules! assert_dimensions_match {
    ($actual:expr, $expected:expr) => ({

        let actual_dim = $actual.dimensions();
        let expected_dim = $expected.dimensions();

        if actual_dim != expected_dim {
            panic!("dimensions do not match. \
                actual: {:?}, expected: {:?}", actual_dim, expected_dim)
        }
     })
}

/// Lists pixels that differ between left and right images.
pub fn pixel_diffs<I, F>(left: &I, right: &I, is_diff: F)
        -> Vec<((u32, u32, I::Pixel), (u32, u32, I::Pixel))>
    where I: GenericImage,
          I::Pixel: PartialEq,
          F: Fn((u32, u32, I::Pixel), (u32, u32, I::Pixel)) -> bool {

    // Can't just call $image.pixels(), as that needn't hit the
    // trait pixels method - ImageBuffer defines its own pixels
    // method with a different signature
    GenericImage::pixels(left)
        .zip(GenericImage::pixels(right))
        .filter(|&(p, q)| is_diff(p, q))//p != q)
        .collect::<Vec<_>>()
}

/// Gives a summary description of a list of pixel diffs for use in error messages.
pub fn describe_pixel_diffs<I, P>(diffs: I) -> String
    where I: Iterator<Item=(P, P)>,
          P: fmt::Debug {

    let mut err = "pixels do not match. ".to_string();
    err.push_str(&(diffs
        .take(5)
        .map(|d| format!("\nactual: {:?}, expected {:?} ", d.0, d.1))
        .collect::<Vec<_>>()
        .join("")));
    err
}

/// Loads image at given path, panicking on failure.
pub fn load_image_or_panic(path: &Path) -> DynamicImage {
     open(path)
         .ok()
         .expect(&format!("Could not load image at {:?}", path))
}

/// Gray image to use in benchmarks. This is neither noise nor
/// similar to natural images - it's just a convenience method
/// to produce an image that's not constant.
pub fn gray_bench_image(width: u32, height: u32) -> GrayImage {
    let mut image = GrayImage::new(width, height);
    for y in 0..image.height() {
        for x in 0..image.width() {
            let intensity = (x % 7 + y % 6) as u8;
            image.put_pixel(x, y, Luma([intensity]));
        }
    }
    image
}

/// RGB image to use in benchmarks. See comment on gray_bench_image.
pub fn rgb_bench_image(width: u32, height: u32) -> RgbImage {
    use std::cmp;
    let mut image = RgbImage::new(width, height);
    for y in 0..image.height() {
        for x in 0..image.width() {
            let r = (x % 7 + y % 6) as u8;
            let g = 255u8 - r;
            let b = cmp::min(r, g);
            image.put_pixel(x, y, Rgb([r, g, b]));
        }
    }
    image
}

/// Wrapper for image buffers to allow us to write an Arbitrary instance.
#[derive(Clone)]
pub struct TestBuffer<T: Pixel>(pub VecBuffer<T>);

/// 8bpp grayscale TestBuffer.
pub type GrayTestImage = TestBuffer<Luma<u8>>;

/// 24bpp RGB TestBuffer.
pub type RgbTestImage = TestBuffer<Rgb<u8>>;

impl<T: Pixel + ArbitraryPixel + Send + 'static> Arbitrary for TestBuffer<T>
    where <T as Pixel>::Subpixel: Send
{
    fn arbitrary<G: Gen>(g: &mut G) -> Self {
        let (width, height) = small_image_dimensions(g);
        let mut image = ImageBuffer::new(width, height);
        for y in 0..height {
            for x in 0..width {
                let pix: T = ArbitraryPixel::arbitrary(g);
                image.put_pixel(x, y, pix);
            }
        }
        TestBuffer(image)
    }

    fn shrink(&self) -> Box<Iterator<Item=TestBuffer<T>>> {
        Box::new(shrink(&self.0).map(|x| TestBuffer(x)))
    }
}

/// Workaround for not being able to define Arbitrary instances for pixel types
/// defines in other modules.
pub trait ArbitraryPixel {
    fn arbitrary<G: Gen>(g: &mut G) -> Self;
}

fn shrink<I>(image: &I) -> Box<Iterator<Item=VecBuffer<I::Pixel>>>
    where I: GenericImage,
          I::Pixel: 'static
{
    let mut subs = vec![];

    let w = image.width();
    let h = image.height();

    if w > 0 {
        let left = copy_sub(image, 0, 0, w - 1, h);
        subs.push(left);
        let right = copy_sub(image, 1, 0, w - 1, h);
        subs.push(right);
    }
    if h > 0 {
        let top = copy_sub(image, 0, 0, w, h - 1);
        subs.push(top);
        let bottom = copy_sub(image, 0, 1, w, h - 1);
        subs.push(bottom);
    }

    Box::new(subs.into_iter())
}

fn copy_sub<I>(image: &I, x: u32, y: u32, width: u32, height: u32) -> VecBuffer<I::Pixel>
    where I: GenericImage,
          I::Pixel: 'static
{
    let mut out = ImageBuffer::new(width, height);
    for dy in 0..height {
        let oy = y + dy;
        for dx in 0..width {
            let ox = x + dx;
            out.put_pixel(dx, dy, image.get_pixel(ox, oy));
        }
    }
    out
}

impl<T: fmt::Debug + Pixel + 'static> fmt::Debug for TestBuffer<T> {
    fn fmt(&self, f: &mut fmt::Formatter) -> fmt::Result {
        write!(f, "width: {}, height: {}, data: {:?}",
            self.0.width(), self.0.height(), self.0.enumerate_pixels().collect::<Vec<_>>())
    }
}

fn small_image_dimensions<G: Gen>(g: &mut G) -> (u32, u32) {
    let dims: (u8, u8) = Arbitrary::arbitrary(g);
    ((dims.0 % 10) as u32, (dims.1 % 10) as u32)
}

impl<T: Rand + Send + Primitive> ArbitraryPixel for Rgb<T> {
    fn arbitrary<G: Gen>(g: &mut G) -> Self {
        let red: T = g.gen();
        let green: T = g.gen();
        let blue: T = g.gen();
        Rgb([red, green, blue])
    }
}

impl<T: Rand + Send + Primitive> ArbitraryPixel for Luma<T> {
    fn arbitrary<G: Gen>(g: &mut G) -> Self {
        let val: T = g.gen();
        Luma([val])
    }
}

#[cfg(test)]
mod test {

    use image::{
        GrayImage,
        ImageBuffer
    };

    #[test]
    fn test_assert_pixels_eq_passes() {
        let image: GrayImage = ImageBuffer::from_raw(3, 2, vec![
            00, 01, 02,
            10, 11, 12]).unwrap();

        assert_pixels_eq!(image, image);
    }

    #[test]
    #[should_panic]
    fn test_assert_pixels_eq_fails() {
        let image: GrayImage = ImageBuffer::from_raw(3, 2, vec![
            00, 01, 02,
            10, 11, 12]).unwrap();

        let diff: GrayImage = ImageBuffer::from_raw(3, 2, vec![
            00, 11, 02,
            10, 11, 12]).unwrap();

        assert_pixels_eq!(diff, image);
    }

    #[test]
    fn test_assert_pixels_eq_within_passes() {
        let image: GrayImage = ImageBuffer::from_raw(3, 2, vec![
            00, 01, 02,
            10, 11, 12]).unwrap();

        let diff: GrayImage = ImageBuffer::from_raw(3, 2, vec![
            00, 02, 02,
            10, 11, 12]).unwrap();

        assert_pixels_eq_within!(diff, image, 1);
    }

    #[test]
    #[should_panic]
    fn test_assert_pixels_eq_within_fails() {
        let image: GrayImage = ImageBuffer::from_raw(3, 2, vec![
            00, 01, 02,
            10, 11, 12]).unwrap();

        let diff: GrayImage = ImageBuffer::from_raw(3, 2, vec![
            00, 03, 02,
            10, 11, 12]).unwrap();

        assert_pixels_eq_within!(diff, image, 1);
    }
}