feat(render-parity): add deterministic frame comparison tool

- Introduced `render-parity` crate for comparing rendered frames against reference images.
- Added command-line options for specifying manifest and output directory.
- Implemented image comparison metrics: mean absolute difference, maximum absolute difference, and changed pixel ratio.
- Created a configuration file `cases.toml` for defining test cases with global defaults and specific parameters.
- Added functionality to capture frames from `render-demo` and save diff images on discrepancies.
- Updated documentation to include usage instructions and CI model for automated testing.

crates/render-parity/src/lib.rs

@@ -0,0 +1,212 @@
+use image::{ImageBuffer, Rgba, RgbaImage};
+use serde::Deserialize;
+
+#[derive(Debug, Clone, Deserialize, Default)]
+pub struct ManifestMeta {
+    pub width: Option<u32>,
+    pub height: Option<u32>,
+    pub lod: Option<usize>,
+    pub group: Option<usize>,
+    pub angle: Option<f32>,
+    pub diff_threshold: Option<u8>,
+    pub max_mean_abs: Option<f32>,
+    pub max_changed_ratio: Option<f32>,
+}
+
+#[derive(Debug, Clone, Deserialize)]
+pub struct CaseSpec {
+    pub id: String,
+    pub archive: String,
+    pub model: Option<String>,
+    pub reference: String,
+    pub width: Option<u32>,
+    pub height: Option<u32>,
+    pub lod: Option<usize>,
+    pub group: Option<usize>,
+    pub angle: Option<f32>,
+    pub diff_threshold: Option<u8>,
+    pub max_mean_abs: Option<f32>,
+    pub max_changed_ratio: Option<f32>,
+}
+
+#[derive(Debug, Clone, Deserialize)]
+pub struct ParityManifest {
+    #[serde(default)]
+    pub meta: ManifestMeta,
+    #[serde(rename = "case", default)]
+    pub cases: Vec<CaseSpec>,
+}
+
+#[derive(Debug, Clone)]
+pub struct DiffMetrics {
+    pub width: u32,
+    pub height: u32,
+    pub mean_abs: f32,
+    pub max_abs: u8,
+    pub changed_pixels: u64,
+    pub changed_ratio: f32,
+}
+
+pub fn compare_images(
+    reference: &RgbaImage,
+    actual: &RgbaImage,
+    diff_threshold: u8,
+) -> Result<DiffMetrics, String> {
+    let (rw, rh) = reference.dimensions();
+    let (aw, ah) = actual.dimensions();
+    if rw != aw || rh != ah {
+        return Err(format!(
+            "image size mismatch: reference={}x{}, actual={}x{}",
+            rw, rh, aw, ah
+        ));
+    }
+
+    let mut diff_sum = 0u64;
+    let mut max_abs = 0u8;
+    let mut changed_pixels = 0u64;
+    let pixel_count = u64::from(rw).saturating_mul(u64::from(rh));
+
+    for (ref_px, act_px) in reference.pixels().zip(actual.pixels()) {
+        let mut pixel_changed = false;
+        for chan in 0..3 {
+            let a = i16::from(ref_px[chan]);
+            let b = i16::from(act_px[chan]);
+            let diff = (a - b).unsigned_abs() as u8;
+            diff_sum = diff_sum.saturating_add(u64::from(diff));
+            if diff > max_abs {
+                max_abs = diff;
+            }
+            if diff > diff_threshold {
+                pixel_changed = true;
+            }
+        }
+        if pixel_changed {
+            changed_pixels = changed_pixels.saturating_add(1);
+        }
+    }
+
+    let channels = pixel_count.saturating_mul(3);
+    let mean_abs = if channels == 0 {
+        0.0
+    } else {
+        diff_sum as f32 / channels as f32
+    };
+    let changed_ratio = if pixel_count == 0 {
+        0.0
+    } else {
+        changed_pixels as f32 / pixel_count as f32
+    };
+
+    Ok(DiffMetrics {
+        width: rw,
+        height: rh,
+        mean_abs,
+        max_abs,
+        changed_pixels,
+        changed_ratio,
+    })
+}
+
+pub fn build_diff_image(reference: &RgbaImage, actual: &RgbaImage) -> Result<RgbaImage, String> {
+    let (rw, rh) = reference.dimensions();
+    let (aw, ah) = actual.dimensions();
+    if rw != aw || rh != ah {
+        return Err(format!(
+            "image size mismatch: reference={}x{}, actual={}x{}",
+            rw, rh, aw, ah
+        ));
+    }
+
+    let mut out: ImageBuffer<Rgba<u8>, Vec<u8>> = ImageBuffer::new(rw, rh);
+    for (dst, (ref_px, act_px)) in out
+        .pixels_mut()
+        .zip(reference.pixels().zip(actual.pixels()))
+    {
+        let dr = (i16::from(ref_px[0]) - i16::from(act_px[0])).unsigned_abs() as u8;
+        let dg = (i16::from(ref_px[1]) - i16::from(act_px[1])).unsigned_abs() as u8;
+        let db = (i16::from(ref_px[2]) - i16::from(act_px[2])).unsigned_abs() as u8;
+        *dst = Rgba([dr, dg, db, 255]);
+    }
+    Ok(out)
+}
+
+pub fn evaluate_metrics(
+    metrics: &DiffMetrics,
+    max_mean_abs: f32,
+    max_changed_ratio: f32,
+) -> Vec<String> {
+    let mut violations = Vec::new();
+    if metrics.mean_abs > max_mean_abs {
+        violations.push(format!(
+            "mean_abs {:.4} > allowed {:.4}",
+            metrics.mean_abs, max_mean_abs
+        ));
+    }
+    if metrics.changed_ratio > max_changed_ratio {
+        violations.push(format!(
+            "changed_ratio {:.4}% > allowed {:.4}%",
+            metrics.changed_ratio * 100.0,
+            max_changed_ratio * 100.0
+        ));
+    }
+    violations
+}
+
+#[cfg(test)]
+mod tests {
+    use super::*;
+
+    fn solid(w: u32, h: u32, r: u8, g: u8, b: u8) -> RgbaImage {
+        let mut img = RgbaImage::new(w, h);
+        for px in img.pixels_mut() {
+            *px = Rgba([r, g, b, 255]);
+        }
+        img
+    }
+
+    #[test]
+    fn compare_identical_images() {
+        let ref_img = solid(4, 3, 10, 20, 30);
+        let act_img = solid(4, 3, 10, 20, 30);
+        let metrics = compare_images(&ref_img, &act_img, 2).expect("comparison must succeed");
+        assert_eq!(metrics.width, 4);
+        assert_eq!(metrics.height, 3);
+        assert_eq!(metrics.max_abs, 0);
+        assert_eq!(metrics.changed_pixels, 0);
+        assert_eq!(metrics.mean_abs, 0.0);
+        assert_eq!(metrics.changed_ratio, 0.0);
+    }
+
+    #[test]
+    fn compare_detects_changes_and_thresholds() {
+        let mut ref_img = solid(2, 2, 100, 100, 100);
+        let mut act_img = solid(2, 2, 100, 100, 100);
+        ref_img.put_pixel(1, 1, Rgba([120, 100, 100, 255]));
+        act_img.put_pixel(1, 1, Rgba([100, 100, 100, 255]));
+
+        let metrics = compare_images(&ref_img, &act_img, 5).expect("comparison must succeed");
+        assert_eq!(metrics.max_abs, 20);
+        assert_eq!(metrics.changed_pixels, 1);
+        assert!((metrics.changed_ratio - 0.25).abs() < 1e-6);
+        assert!(metrics.mean_abs > 0.0);
+
+        let violations = evaluate_metrics(&metrics, 2.0, 0.20);
+        assert_eq!(violations.len(), 1);
+        assert!(violations[0].contains("changed_ratio"));
+    }
+
+    #[test]
+    fn build_diff_image_returns_per_channel_abs_diff() {
+        let mut ref_img = solid(1, 1, 100, 150, 200);
+        let mut act_img = solid(1, 1, 90, 180, 170);
+        ref_img.put_pixel(0, 0, Rgba([100, 150, 200, 255]));
+        act_img.put_pixel(0, 0, Rgba([90, 180, 170, 255]));
+
+        let diff = build_diff_image(&ref_img, &act_img).expect("diff image must build");
+        let px = diff.get_pixel(0, 0);
+        assert_eq!(px[0], 10);
+        assert_eq!(px[1], 30);
+        assert_eq!(px[2], 30);
+        assert_eq!(px[3], 255);
+    }
+}