Create & Init Project...

vendor/code.google.com/p/graphics-go/graphics/interp/BUILD.bazel

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+load("@io_bazel_rules_go//go:def.bzl", "go_library", "go_test")
+
+go_library(
+    name = "go_default_library",
+    srcs = [
+        "bilinear.go",
+        "doc.go",
+        "interp.go",
+    ],
+    importmap = "go-common/vendor/code.google.com/p/graphics-go/graphics/interp",
+    importpath = "code.google.com/p/graphics-go/graphics/interp",
+    visibility = ["//visibility:public"],
+)
+
+go_test(
+    name = "go_default_test",
+    srcs = ["bilinear_test.go"],
+    embed = [":go_default_library"],
+)
+
+filegroup(
+    name = "package-srcs",
+    srcs = glob(["**"]),
+    tags = ["automanaged"],
+    visibility = ["//visibility:private"],
+)
+
+filegroup(
+    name = "all-srcs",
+    srcs = [":package-srcs"],
+    tags = ["automanaged"],
+    visibility = ["//visibility:public"],
+)

vendor/code.google.com/p/graphics-go/graphics/interp/Makefile

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+# Copyright 2012 The Graphics-Go Authors. All rights reserved.
+# Use of this source code is governed by a BSD-style
+# license that can be found in the LICENSE file.
+
+include $(GOROOT)/src/Make.inc
+
+TARG=code.google.com/p/graphics-go/graphics/interp
+GOFILES=\
+	bilinear.go\
+	doc.go\
+	interp.go\
+
+include $(GOROOT)/src/Make.pkg

vendor/code.google.com/p/graphics-go/graphics/interp/bilinear.go

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+// Copyright 2012 The Graphics-Go Authors. All rights reserved.
+// Use of this source code is governed by a BSD-style
+// license that can be found in the LICENSE file.
+
+package interp
+
+import (
+	"image"
+	"image/color"
+	"math"
+)
+
+// Bilinear implements bilinear interpolation.
+var Bilinear Interp = bilinear{}
+
+type bilinear struct{}
+
+func (i bilinear) Interp(src image.Image, x, y float64) color.Color {
+	if src, ok := src.(*image.RGBA); ok {
+		return i.RGBA(src, x, y)
+	}
+	return bilinearGeneral(src, x, y)
+}
+
+func bilinearGeneral(src image.Image, x, y float64) color.Color {
+	p := findLinearSrc(src.Bounds(), x, y)
+	var fr, fg, fb, fa float64
+	var r, g, b, a uint32
+
+	r, g, b, a = src.At(p.low.X, p.low.Y).RGBA()
+	fr += float64(r) * p.frac00
+	fg += float64(g) * p.frac00
+	fb += float64(b) * p.frac00
+	fa += float64(a) * p.frac00
+
+	r, g, b, a = src.At(p.high.X, p.low.Y).RGBA()
+	fr += float64(r) * p.frac01
+	fg += float64(g) * p.frac01
+	fb += float64(b) * p.frac01
+	fa += float64(a) * p.frac01
+
+	r, g, b, a = src.At(p.low.X, p.high.Y).RGBA()
+	fr += float64(r) * p.frac10
+	fg += float64(g) * p.frac10
+	fb += float64(b) * p.frac10
+	fa += float64(a) * p.frac10
+
+	r, g, b, a = src.At(p.high.X, p.high.Y).RGBA()
+	fr += float64(r) * p.frac11
+	fg += float64(g) * p.frac11
+	fb += float64(b) * p.frac11
+	fa += float64(a) * p.frac11
+
+	var c color.RGBA64
+	c.R = uint16(fr + 0.5)
+	c.G = uint16(fg + 0.5)
+	c.B = uint16(fb + 0.5)
+	c.A = uint16(fa + 0.5)
+	return c
+}
+
+func (bilinear) RGBA(src *image.RGBA, x, y float64) color.RGBA {
+	p := findLinearSrc(src.Bounds(), x, y)
+
+	// Array offsets for the surrounding pixels.
+	off00 := offRGBA(src, p.low.X, p.low.Y)
+	off01 := offRGBA(src, p.high.X, p.low.Y)
+	off10 := offRGBA(src, p.low.X, p.high.Y)
+	off11 := offRGBA(src, p.high.X, p.high.Y)
+
+	var fr, fg, fb, fa float64
+
+	fr += float64(src.Pix[off00+0]) * p.frac00
+	fg += float64(src.Pix[off00+1]) * p.frac00
+	fb += float64(src.Pix[off00+2]) * p.frac00
+	fa += float64(src.Pix[off00+3]) * p.frac00
+
+	fr += float64(src.Pix[off01+0]) * p.frac01
+	fg += float64(src.Pix[off01+1]) * p.frac01
+	fb += float64(src.Pix[off01+2]) * p.frac01
+	fa += float64(src.Pix[off01+3]) * p.frac01
+
+	fr += float64(src.Pix[off10+0]) * p.frac10
+	fg += float64(src.Pix[off10+1]) * p.frac10
+	fb += float64(src.Pix[off10+2]) * p.frac10
+	fa += float64(src.Pix[off10+3]) * p.frac10
+
+	fr += float64(src.Pix[off11+0]) * p.frac11
+	fg += float64(src.Pix[off11+1]) * p.frac11
+	fb += float64(src.Pix[off11+2]) * p.frac11
+	fa += float64(src.Pix[off11+3]) * p.frac11
+
+	var c color.RGBA
+	c.R = uint8(fr + 0.5)
+	c.G = uint8(fg + 0.5)
+	c.B = uint8(fb + 0.5)
+	c.A = uint8(fa + 0.5)
+	return c
+}
+
+func (bilinear) Gray(src *image.Gray, x, y float64) color.Gray {
+	p := findLinearSrc(src.Bounds(), x, y)
+
+	// Array offsets for the surrounding pixels.
+	off00 := offGray(src, p.low.X, p.low.Y)
+	off01 := offGray(src, p.high.X, p.low.Y)
+	off10 := offGray(src, p.low.X, p.high.Y)
+	off11 := offGray(src, p.high.X, p.high.Y)
+
+	var fc float64
+	fc += float64(src.Pix[off00]) * p.frac00
+	fc += float64(src.Pix[off01]) * p.frac01
+	fc += float64(src.Pix[off10]) * p.frac10
+	fc += float64(src.Pix[off11]) * p.frac11
+
+	var c color.Gray
+	c.Y = uint8(fc + 0.5)
+	return c
+}
+
+type bilinearSrc struct {
+	// Top-left and bottom-right interpolation sources
+	low, high image.Point
+	// Fraction of each pixel to take. The 0 suffix indicates
+	// top/left, and the 1 suffix indicates bottom/right.
+	frac00, frac01, frac10, frac11 float64
+}
+
+func findLinearSrc(b image.Rectangle, sx, sy float64) bilinearSrc {
+	maxX := float64(b.Max.X)
+	maxY := float64(b.Max.Y)
+	minX := float64(b.Min.X)
+	minY := float64(b.Min.Y)
+	lowX := math.Floor(sx - 0.5)
+	lowY := math.Floor(sy - 0.5)
+	if lowX < minX {
+		lowX = minX
+	}
+	if lowY < minY {
+		lowY = minY
+	}
+
+	highX := math.Ceil(sx - 0.5)
+	highY := math.Ceil(sy - 0.5)
+	if highX >= maxX {
+		highX = maxX - 1
+	}
+	if highY >= maxY {
+		highY = maxY - 1
+	}
+
+	// In the variables below, the 0 suffix indicates top/left, and the
+	// 1 suffix indicates bottom/right.
+
+	// Center of each surrounding pixel.
+	x00 := lowX + 0.5
+	y00 := lowY + 0.5
+	x01 := highX + 0.5
+	y01 := lowY + 0.5
+	x10 := lowX + 0.5
+	y10 := highY + 0.5
+	x11 := highX + 0.5
+	y11 := highY + 0.5
+
+	p := bilinearSrc{
+		low:  image.Pt(int(lowX), int(lowY)),
+		high: image.Pt(int(highX), int(highY)),
+	}
+
+	// Literally, edge cases. If we are close enough to the edge of
+	// the image, curtail the interpolation sources.
+	if lowX == highX && lowY == highY {
+		p.frac00 = 1.0
+	} else if sy-minY <= 0.5 && sx-minX <= 0.5 {
+		p.frac00 = 1.0
+	} else if maxY-sy <= 0.5 && maxX-sx <= 0.5 {
+		p.frac11 = 1.0
+	} else if sy-minY <= 0.5 || lowY == highY {
+		p.frac00 = x01 - sx
+		p.frac01 = sx - x00
+	} else if sx-minX <= 0.5 || lowX == highX {
+		p.frac00 = y10 - sy
+		p.frac10 = sy - y00
+	} else if maxY-sy <= 0.5 {
+		p.frac10 = x11 - sx
+		p.frac11 = sx - x10
+	} else if maxX-sx <= 0.5 {
+		p.frac01 = y11 - sy
+		p.frac11 = sy - y01
+	} else {
+		p.frac00 = (x01 - sx) * (y10 - sy)
+		p.frac01 = (sx - x00) * (y11 - sy)
+		p.frac10 = (x11 - sx) * (sy - y00)
+		p.frac11 = (sx - x10) * (sy - y01)
+	}
+
+	return p
+}
+
+// TODO(crawshaw): When we have inlining, consider func (p *RGBA) Off(x, y) int
+func offRGBA(src *image.RGBA, x, y int) int {
+	return (y-src.Rect.Min.Y)*src.Stride + (x-src.Rect.Min.X)*4
+}
+func offGray(src *image.Gray, x, y int) int {
+	return (y-src.Rect.Min.Y)*src.Stride + (x - src.Rect.Min.X)
+}

vendor/code.google.com/p/graphics-go/graphics/interp/bilinear_test.go

@@ -0,0 +1,143 @@
+// Copyright 2012 The Graphics-Go Authors. All rights reserved.
+// Use of this source code is governed by a BSD-style
+// license that can be found in the LICENSE file.
+
+package interp
+
+import (
+	"image"
+	"image/color"
+	"testing"
+)
+
+type interpTest struct {
+	desc     string
+	src      []uint8
+	srcWidth int
+	x, y     float64
+	expect   uint8
+}
+
+func (p *interpTest) newSrc() *image.RGBA {
+	b := image.Rect(0, 0, p.srcWidth, len(p.src)/p.srcWidth)
+	src := image.NewRGBA(b)
+	i := 0
+	for y := b.Min.Y; y < b.Max.Y; y++ {
+		for x := b.Min.X; x < b.Max.X; x++ {
+			src.SetRGBA(x, y, color.RGBA{
+				R: p.src[i],
+				G: p.src[i],
+				B: p.src[i],
+				A: 0xff,
+			})
+			i++
+		}
+	}
+	return src
+}
+
+var interpTests = []interpTest{
+	{
+		desc:     "center of a single white pixel should match that pixel",
+		src:      []uint8{0x00},
+		srcWidth: 1,
+		x:        0.5,
+		y:        0.5,
+		expect:   0x00,
+	},
+	{
+		desc: "middle of a square is equally weighted",
+		src: []uint8{
+			0x00, 0xff,
+			0xff, 0x00,
+		},
+		srcWidth: 2,
+		x:        1.0,
+		y:        1.0,
+		expect:   0x80,
+	},
+	{
+		desc: "center of a pixel is just that pixel",
+		src: []uint8{
+			0x00, 0xff,
+			0xff, 0x00,
+		},
+		srcWidth: 2,
+		x:        1.5,
+		y:        0.5,
+		expect:   0xff,
+	},
+	{
+		desc: "asymmetry abounds",
+		src: []uint8{
+			0xaa, 0x11, 0x55,
+			0xff, 0x95, 0xdd,
+		},
+		srcWidth: 3,
+		x:        2.0,
+		y:        1.0,
+		expect:   0x76, // (0x11 + 0x55 + 0x95 + 0xdd) / 4
+	},
+}
+
+func TestBilinearRGBA(t *testing.T) {
+	for _, p := range interpTests {
+		src := p.newSrc()
+
+		// Fast path.
+		c := Bilinear.(RGBA).RGBA(src, p.x, p.y)
+		if c.R != c.G || c.R != c.B || c.A != 0xff {
+			t.Errorf("expect channels to match, got %v", c)
+			continue
+		}
+		if c.R != p.expect {
+			t.Errorf("%s: got 0x%02x want 0x%02x", p.desc, c.R, p.expect)
+			continue
+		}
+
+		// Standard Interp should use the fast path.
+		cStd := Bilinear.Interp(src, p.x, p.y)
+		if cStd != c {
+			t.Errorf("%s: standard mismatch got %v want %v", p.desc, cStd, c)
+			continue
+		}
+
+		// General case should match the fast path.
+		cGen := color.RGBAModel.Convert(bilinearGeneral(src, p.x, p.y))
+		r0, g0, b0, a0 := c.RGBA()
+		r1, g1, b1, a1 := cGen.RGBA()
+		if r0 != r1 || g0 != g1 || b0 != b1 || a0 != a1 {
+			t.Errorf("%s: general case mismatch got %v want %v", p.desc, c, cGen)
+			continue
+		}
+	}
+}
+
+func TestBilinearSubImage(t *testing.T) {
+	b0 := image.Rect(0, 0, 4, 4)
+	src0 := image.NewRGBA(b0)
+	b1 := image.Rect(1, 1, 3, 3)
+	src1 := src0.SubImage(b1).(*image.RGBA)
+	src1.Set(1, 1, color.RGBA{0x11, 0, 0, 0xff})
+	src1.Set(2, 1, color.RGBA{0x22, 0, 0, 0xff})
+	src1.Set(1, 2, color.RGBA{0x33, 0, 0, 0xff})
+	src1.Set(2, 2, color.RGBA{0x44, 0, 0, 0xff})
+
+	tests := []struct {
+		x, y float64
+		want uint8
+	}{
+		{1, 1, 0x11},
+		{3, 1, 0x22},
+		{1, 3, 0x33},
+		{3, 3, 0x44},
+		{2, 2, 0x2b},
+	}
+
+	for _, p := range tests {
+		c := Bilinear.(RGBA).RGBA(src1, p.x, p.y)
+		if c.R != p.want {
+			t.Errorf("(%.0f, %.0f): got 0x%02x want 0x%02x", p.x, p.y, c.R, p.want)
+		}
+	}
+}

vendor/code.google.com/p/graphics-go/graphics/interp/doc.go

@@ -0,0 +1,25 @@
+// Copyright 2012 The Graphics-Go Authors. All rights reserved.
+// Use of this source code is governed by a BSD-style
+// license that can be found in the LICENSE file.
+
+/*
+Package interp implements image interpolation.
+
+An interpolator provides the Interp interface, which can be used
+to interpolate a pixel:
+
+  c := interp.Bilinear.Interp(src, 1.2, 1.8)
+
+To interpolate a large number of RGBA or Gray pixels, an implementation
+may provide a fast-path by implementing the RGBA or Gray interfaces.
+
+	i1, ok := i.(interp.RGBA)
+	if ok {
+		c := i1.RGBA(src, 1.2, 1.8)
+		// use c.R, c.G, etc
+		return
+	}
+	c := i.Interp(src, 1.2, 1.8)
+	// use generic color.Color
+*/
+package interp

vendor/code.google.com/p/graphics-go/graphics/interp/interp.go

@@ -0,0 +1,29 @@
+// Copyright 2012 The Graphics-Go Authors. All rights reserved.
+// Use of this source code is governed by a BSD-style
+// license that can be found in the LICENSE file.
+
+package interp
+
+import (
+	"image"
+	"image/color"
+)
+
+// Interp interpolates an image's color at fractional co-ordinates.
+type Interp interface {
+	// Interp interpolates (x, y).
+	Interp(src image.Image, x, y float64) color.Color
+}
+
+// RGBA is a fast-path interpolation implementation for image.RGBA.
+// It is common for an Interp to also implement RGBA.
+type RGBA interface {
+	// RGBA interpolates (x, y).
+	RGBA(src *image.RGBA, x, y float64) color.RGBA
+}
+
+// Gray is a fast-path interpolation implementation for image.Gray.
+type Gray interface {
+	// Gray interpolates (x, y).
+	Gray(src *image.Gray, x, y float64) color.Gray
+}