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Add blurhash implementation to Quotient
So every client that wants to implement blurhashes doesn't have to copy this file over and over.
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// SPDX-FileCopyrightText: 2024 Joshua Goins <[email protected]> | ||
// SPDX-License-Identifier: MIT | ||
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#include "blurhash.h" | ||
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#include <QColorSpace> | ||
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// From https://github.com/woltapp/blurhash/blob/master/Algorithm.md#base-83 | ||
const static QString b83Characters{QStringLiteral("0123456789ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz#$%*+,-.:;=?@[]^_{|}~")}; | ||
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const static auto toLinearSRGB = QColorSpace(QColorSpace::SRgb).transformationToColorSpace(QColorSpace::SRgbLinear); | ||
const static auto fromLinearSRGB = QColorSpace(QColorSpace::SRgbLinear).transformationToColorSpace(QColorSpace::SRgb); | ||
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using namespace Quotient; | ||
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QImage BlurHash::decode(const QString &blurhash, const QSize &size) | ||
{ | ||
// 10 is the minimum length of a blurhash string | ||
if (blurhash.length() < 10) | ||
return {}; | ||
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// First character is the number of components | ||
const auto components83 = decode83(blurhash.first(1)); | ||
if (!components83.has_value()) | ||
return {}; | ||
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const auto components = unpackComponents(*components83); | ||
const auto minimumSize = 1 + 1 + 4 + (components.x * components.y - 1) * 2; | ||
if (components.x < 1 || components.y < 1 || blurhash.size() != minimumSize) | ||
return {}; | ||
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// Second character is the maximum AC component value | ||
const auto maxAC83 = decode83(blurhash.mid(1, 1)); | ||
if (!maxAC83.has_value()) | ||
return {}; | ||
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const auto maxAC = decodeMaxAC(*maxAC83); | ||
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// Third character onward is the average color of the image | ||
const auto averageColor83 = decode83(blurhash.mid(2, 4)); | ||
if (!averageColor83.has_value()) | ||
return {}; | ||
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const auto averageColor = toLinearSRGB.map(decodeAverageColor(*averageColor83)); | ||
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QList values = {averageColor}; | ||
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// Iterate through the rest of the string for the color values | ||
// Each AC component is two characters each | ||
for (qsizetype c = 6; c < blurhash.size(); c += 2) { | ||
const auto acComponent83 = decode83(blurhash.mid(c, 2)); | ||
if (!acComponent83.has_value()) | ||
return {}; | ||
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values.append(decodeAC(*acComponent83, maxAC)); | ||
} | ||
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QImage image(size, QImage::Format_RGB888); | ||
image.setColorSpace(QColorSpace::SRgb); | ||
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const auto basisX = calculateWeights(size.width(), components.x); | ||
const auto basisY = calculateWeights(size.height(), components.y); | ||
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for (int y = 0; y < size.height(); y++) { | ||
for (int x = 0; x < size.width(); x++) { | ||
float linearSumR = 0.0f; | ||
float linearSumG = 0.0f; | ||
float linearSumB = 0.0f; | ||
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for (int nx = 0; nx < components.x; nx++) { | ||
for (int ny = 0; ny < components.y; ny++) { | ||
const float basis = basisX[x * components.x + nx] * basisY[y * components.y + ny]; | ||
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linearSumR += values[nx + ny * components.x].redF() * basis; | ||
linearSumG += values[nx + ny * components.x].greenF() * basis; | ||
linearSumB += values[nx + ny * components.x].blueF() * basis; | ||
} | ||
} | ||
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auto linearColor = QColor::fromRgbF(linearSumR, linearSumG, linearSumB); | ||
image.setPixelColor(x, y, fromLinearSRGB.map(linearColor)); | ||
} | ||
} | ||
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return image; | ||
} | ||
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QString BlurHash::encode(const QImage &image, const int componentsX, const int componentsY) | ||
{ | ||
Q_ASSERT(componentsX >= 1 && componentsX <= 9); | ||
Q_ASSERT(componentsY >= 1 && componentsY <= 9); | ||
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if (image.isNull()) | ||
return {}; | ||
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const auto basisX = calculateWeights(image.width(), componentsX); | ||
const auto basisY = calculateWeights(image.height(), componentsY); | ||
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QList<QColor> factors; | ||
factors.resize(componentsX * componentsY); | ||
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const float normalizationFactor = 1.0f / static_cast<float>(image.width()); | ||
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for (int y = 0; y < image.height(); y++) { | ||
for (int x = 0; x < image.width(); x++) { | ||
const QColor srgbColor = image.pixelColor(x, y); | ||
const QColor linearColor = toLinearSRGB.map(srgbColor); | ||
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float linearR = linearColor.redF(); | ||
float linearG = linearColor.greenF(); | ||
float linearB = linearColor.blueF(); | ||
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linearR *= normalizationFactor; | ||
linearG *= normalizationFactor; | ||
linearB *= normalizationFactor; | ||
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for (int ny = 0; ny < componentsY; ny++) { | ||
for (int nx = 0; nx < componentsX; nx++) { | ||
const float basis = basisX[x * componentsX + nx] * basisY[y * componentsY + ny]; | ||
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float factorR = factors[ny * componentsX + nx].redF(); | ||
float factorG = factors[ny * componentsX + nx].greenF(); | ||
float factorB = factors[ny * componentsX + nx].blueF(); | ||
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factors[ny * componentsX + nx] = QColor::fromRgbF(factorR + linearR * basis, factorG + linearG * basis, factorB + linearB * basis); | ||
} | ||
} | ||
} | ||
} | ||
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// Scale by normalization. Half the scaling is done in the previous loop to prevent going | ||
// too far outside the float range. | ||
for (qsizetype i = 0; i < factors.size(); i++) { | ||
float normalisation = (i == 0) ? 1 : 2; | ||
float scale = normalisation / static_cast<float>(image.height()); | ||
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float factorR = factors[i].redF() * scale; | ||
float factorG = factors[i].greenF() * scale; | ||
float factorB = factors[i].blueF() * scale; | ||
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factors[i] = QColor::fromRgbF(factorR, factorG, factorB); | ||
} | ||
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const auto averageColor = factors.takeFirst(); | ||
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QString encodedString; | ||
encodedString.append(encode83(packComponents(Components(componentsX, componentsY))).rightJustified(1, QLatin1Char('0'))); | ||
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float maximumValue; | ||
if (!factors.empty()) { | ||
float actualMaximumValue = 0; | ||
for (auto ac : factors) { | ||
actualMaximumValue = std::max({ | ||
std::abs(ac.redF()), | ||
std::abs(ac.greenF()), | ||
std::abs(ac.blueF()), | ||
actualMaximumValue, | ||
}); | ||
} | ||
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int quantisedMaximumValue = encodeMaxAC(actualMaximumValue); | ||
maximumValue = (static_cast<float>(quantisedMaximumValue) + 1) / 166; | ||
encodedString.append(encode83(quantisedMaximumValue).leftJustified(1, QLatin1Char('0'))); | ||
} else { | ||
maximumValue = 1; | ||
encodedString.append(encode83(0).leftJustified(1, QLatin1Char('0'))); | ||
} | ||
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encodedString.append(encode83(encodeAverageColor(fromLinearSRGB.map(averageColor))).leftJustified(4, QLatin1Char('0'))); | ||
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for (auto ac : factors) | ||
encodedString.append(encode83(encodeAC(ac, maximumValue)).leftJustified(2, QLatin1Char('0'))); | ||
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return encodedString; | ||
} | ||
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std::optional<int> BlurHash::decode83(const QString &encodedString) | ||
{ | ||
int temp = 0; | ||
for (const QChar c : encodedString) { | ||
const auto index = b83Characters.indexOf(c); | ||
if (index == -1) | ||
return std::nullopt; | ||
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temp = temp * 83 + static_cast<int>(index); | ||
} | ||
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return temp; | ||
} | ||
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QString BlurHash::encode83(int value) | ||
{ | ||
QString buffer; | ||
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do { | ||
buffer += b83Characters[value % 83]; | ||
} while ((value = value / 83)); | ||
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std::ranges::reverse(buffer); | ||
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return buffer; | ||
} | ||
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BlurHash::Components BlurHash::unpackComponents(const int packedComponents) | ||
{ | ||
return {packedComponents % 9 + 1, packedComponents / 9 + 1}; | ||
} | ||
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int BlurHash::packComponents(const Components &components) | ||
{ | ||
return (components.x - 1) + (components.y - 1) * 9; | ||
} | ||
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float BlurHash::decodeMaxAC(const int value) | ||
{ | ||
return static_cast<float>(value + 1) / 166.f; | ||
} | ||
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int BlurHash::encodeMaxAC(const float value) | ||
{ | ||
return std::max(0, std::min(82, static_cast<int>(value * 166 - 0.5f))); | ||
} | ||
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QColor BlurHash::decodeAverageColor(const int encodedValue) | ||
{ | ||
const int intR = encodedValue >> 16; | ||
const int intG = (encodedValue >> 8) & 255; | ||
const int intB = encodedValue & 255; | ||
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return QColor::fromRgb(intR, intG, intB); | ||
} | ||
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int BlurHash::encodeAverageColor(const QColor &averageColor) | ||
{ | ||
return (averageColor.red() << 16) + (averageColor.green() << 8) + averageColor.blue(); | ||
} | ||
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float BlurHash::signPow(const float value, const float exp) | ||
{ | ||
return std::copysign(std::pow(std::abs(value), exp), value); | ||
} | ||
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QColor BlurHash::decodeAC(const int value, const float maxAC) | ||
{ | ||
const auto quantR = value / (19 * 19); | ||
const auto quantG = (value / 19) % 19; | ||
const auto quantB = value % 19; | ||
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return QColor::fromRgbF(signPow((static_cast<float>(quantR) - 9) / 9, 2) * maxAC, | ||
signPow((static_cast<float>(quantG) - 9) / 9, 2) * maxAC, | ||
signPow((static_cast<float>(quantB) - 9) / 9, 2) * maxAC); | ||
} | ||
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int BlurHash::encodeAC(const QColor value, const float maxAC) | ||
{ | ||
const auto quantR = static_cast<int>(std::max(0., std::min(18., std::floor(signPow(value.redF() / maxAC, 0.5) * 9 + 9.5)))); | ||
const auto quantG = static_cast<int>(std::max(0., std::min(18., std::floor(signPow(value.greenF() / maxAC, 0.5) * 9 + 9.5)))); | ||
const auto quantB = static_cast<int>(std::max(0., std::min(18., std::floor(signPow(value.blueF() / maxAC, 0.5) * 9 + 9.5)))); | ||
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return quantR * 19 * 19 + quantG * 19 + quantB; | ||
} | ||
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QList<float> BlurHash::calculateWeights(const qsizetype dimension, const qsizetype components) | ||
{ | ||
QList<float> bases(dimension * components, 0.0f); | ||
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const auto scale = static_cast<float>(std::numbers::pi) / static_cast<float>(dimension); | ||
for (qsizetype x = 0; x < dimension; x++) { | ||
for (qsizetype nx = 0; nx < components; nx++) { | ||
bases[x * components + nx] = std::cos(scale * static_cast<float>(nx * x)); | ||
} | ||
} | ||
return bases; | ||
} |
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// SPDX-FileCopyrightText: 2024 Joshua Goins <[email protected]> | ||
// SPDX-License-Identifier: MIT | ||
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#pragma once | ||
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#include "quotient_export.h" | ||
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#include <QImage> | ||
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class TestBlurHash; | ||
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namespace Quotient { | ||
/** | ||
* @brief Encodes and decodes image to and from the BlurHash format. See https://blurha.sh/. | ||
* | ||
* @note This class has been adapted from https://github.com/redstrate/QtBlurHash. | ||
*/ | ||
class QUOTIENT_API BlurHash | ||
{ | ||
public: | ||
/** Decodes the @p blurhash string creating an image of @p size. | ||
* @note Returns a null image if decoding failed. | ||
*/ | ||
static QUOTIENT_API QImage decode(const QString &blurhash, const QSize &size); | ||
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/** Encodes the @p image and returns a blurhash string. | ||
* @param image A non-null image. | ||
* @param componentsX the number of components X-wise. Must be between 1 and 9. | ||
* @param componentsY the number of components Y-wise. Must be between 1 and 9. | ||
* @note Returns an empty string if it failed to encode the image. | ||
*/ | ||
static QUOTIENT_API QString encode(const QImage &image, int componentsX = 4, int componentsY = 4); | ||
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protected: | ||
struct Components { | ||
int x, y; | ||
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bool operator==(const Components &other) const | ||
{ | ||
return x == other.x && y == other.y; | ||
} | ||
}; | ||
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/** | ||
* @brief Decodes a base 83 string to it's integer value. Returns std::nullopt if there's an invalid character in the blurhash. | ||
*/ | ||
static QUOTIENT_API std::optional<int> decode83(const QString &encodedString); | ||
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/** | ||
* @brief Encodes an integer to it's base 83 representation. | ||
*/ | ||
static QUOTIENT_API QString encode83(int value); | ||
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/** | ||
* @brief Unpacks an integer to it's @c Components value. | ||
*/ | ||
static QUOTIENT_API Components unpackComponents(int packedComponents); | ||
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/** | ||
* @brief Packs @c Components to it's integer representation. | ||
*/ | ||
static QUOTIENT_API int packComponents(const Components &components); | ||
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/** | ||
* @brief Decodes a encoded max AC component value. | ||
*/ | ||
static QUOTIENT_API float decodeMaxAC(int value); | ||
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/** | ||
* @brief Encodes the maximum AC component value to an integer repsentation. | ||
*/ | ||
static QUOTIENT_API int encodeMaxAC(float value); | ||
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/** | ||
* @brief Decodes the average color from the encoded RGB value. | ||
* @note This returns the color as SRGB. | ||
*/ | ||
static QUOTIENT_API QColor decodeAverageColor(int encodedValue); | ||
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/** | ||
* @brief Encodes the average color into it's integer representation. | ||
*/ | ||
static QUOTIENT_API int encodeAverageColor(const QColor &averageColor); | ||
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/** | ||
* @brief Calls pow() with @p exp on @p value, while keeping the sign. | ||
*/ | ||
static QUOTIENT_API float signPow(float value, float exp); | ||
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/** | ||
* @brief Decodes a encoded AC component value. | ||
*/ | ||
static QUOTIENT_API QColor decodeAC(int value, float maxAC); | ||
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/** | ||
* @brief Encodes the AC component into it's integer representation. | ||
*/ | ||
static QUOTIENT_API int encodeAC(QColor value, float maxAC); | ||
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/** | ||
* @brief Calculates the weighted sum for @p dimension across @p components. | ||
*/ | ||
static QUOTIENT_API QList<float> calculateWeights(qsizetype dimension, qsizetype components); | ||
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friend class ::TestBlurHash; | ||
}; | ||
} // namespace Quotient |
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