Initial decoder

This commit is contained in:
Nicolas Werner 2020-03-01 01:59:56 +01:00
commit 12e2d26a60
7 changed files with 2094 additions and 0 deletions

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---
Language: Cpp
Standard: Cpp11
AccessModifierOffset: -8
AlignAfterOpenBracket: Align
AlignConsecutiveAssignments: true
AllowShortFunctionsOnASingleLine: true
BasedOnStyle: Mozilla
ColumnLimit: 100
IndentCaseLabels: false
IndentWidth: 8
KeepEmptyLinesAtTheStartOfBlocks: false
PointerAlignment: Right
Cpp11BracedListStyle: true

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*.swp
.exrc
build*/
*.bmp

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[submodule "subprojects/doctest"]
path = subprojects/doctest
url = https://github.com/onqtam/doctest.git

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#include <algorithm>
#include <array>
#include <cassert>
#include <cmath>
#include <vector>
#ifdef DOCTEST_CONFIG_IMPLEMENT_WITH_MAIN
#define STB_IMAGE_WRITE_IMPLEMENTATION
#include "stb_image_write.h"
#include <doctest.h>
#endif
using namespace std::literals;
constexpr std::array<char, 84> int_to_b83{
"0123456789ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz#$%*+,-.:;=?@[]^_{|}~"};
std::string
leftPad(std::string str, size_t len)
{
if (str.size() >= len)
return str;
return str.insert(0, len - str.size(), '0');
}
constexpr std::array<int, 255> b83_to_int = []() constexpr
{
std::array<int, 255> a{};
for (auto &e : a)
e = -1;
for (int i = 0; i < 83; i++) {
a[static_cast<unsigned char>(int_to_b83[i])] = i;
}
return a;
}
();
std::string
encode83(int value)
{
std::string buffer;
do {
buffer += int_to_b83[value % 83];
} while ((value = value / 83));
std::reverse(buffer.begin(), buffer.end());
return buffer;
}
struct Components
{
int x, y;
};
int
packComponents(const Components &c)
{
return (c.x - 1) + (c.y - 1) * 9;
}
Components
unpackComponents(int c)
{
return {c % 9 + 1, c / 9 + 1};
}
int
decode83(std::string_view value)
{
int temp = 0;
for (char c : value)
if (b83_to_int[static_cast<unsigned char>(c)] < 0)
throw std::invalid_argument("invalid character in blurhash");
for (char c : value)
temp = temp * 83 + b83_to_int[static_cast<unsigned char>(c)];
return temp;
}
float
decodeMaxAC(int quantizedMaxAC)
{
return (quantizedMaxAC + 1) / 166.;
}
float
decodeMaxAC(std::string_view maxAC)
{
assert(maxAC.size() == 1);
return decodeMaxAC(decode83(maxAC));
}
int
encodeMaxAC(float maxAC)
{
return int(std::max(0., std::min(82., std::floor(maxAC * 166 - 0.5))));
}
float
srgbToLinear(int value)
{
auto srgbToLinearF = [](float x) {
if (x <= 0.0f)
return 0.0f;
else if (x >= 1.0f)
return 1.0f;
else if (x < 0.04045f)
return x / 12.92f;
else
return std::pow((x + 0.055f) / 1.055f, 2.4f);
};
return srgbToLinearF(value / 255.f);
}
int
linearToSrgb(float value)
{
auto linearToSrgbF = [](float x) -> float {
if (x <= 0.0f)
return 0.0f;
else if (x >= 1.0f)
return 1.0f;
else if (x < 0.0031308f)
return x * 12.92f;
else
return std::pow(x, 1.0f / 2.4f) * 1.055f - 0.055f;
};
return int(linearToSrgbF(value) * 255.f + 0.5);
}
struct Color
{
float r, g, b;
Color &operator*=(float scale)
{
r *= scale;
g *= scale;
b *= scale;
return *this;
}
friend Color operator*(Color lhs, float rhs) { return (lhs *= rhs); }
Color &operator/=(float scale)
{
r /= scale;
g /= scale;
b /= scale;
return *this;
}
friend Color operator/(Color lhs, float rhs) { return (lhs /= rhs); }
Color &operator+=(const Color &rhs)
{
r += rhs.r;
g += rhs.g;
b += rhs.b;
return *this;
}
friend Color operator+(Color lhs, const Color &rhs) { return (lhs += rhs); }
};
Color
decodeDC(int value)
{
const int intR = value >> 16;
const int intG = (value >> 8) & 255;
const int intB = value & 255;
return {srgbToLinear(intR), srgbToLinear(intG), srgbToLinear(intB)};
}
Color
decodeDC(std::string_view value)
{
assert(value.size() == 4);
return decodeDC(decode83(value));
}
int
encodeDC(const Color &c)
{
return (linearToSrgb(c.r) << 16) + (linearToSrgb(c.g) << 8) + linearToSrgb(c.b);
}
float
signPow(float value, float exp)
{
return std::copysign(std::pow(std::abs(value), exp), value);
}
int
encodeAC(const Color &c, float maximumValue)
{
auto quantR =
int(std::max(0., std::min(18., std::floor(signPow(c.r / maximumValue, 0.5) * 9 + 9.5))));
auto quantG =
int(std::max(0., std::min(18., std::floor(signPow(c.g / maximumValue, 0.5) * 9 + 9.5))));
auto quantB =
int(std::max(0., std::min(18., std::floor(signPow(c.b / maximumValue, 0.5) * 9 + 9.5))));
return quantR * 19 * 19 + quantG * 19 + quantB;
}
Color
decodeAC(int value, float maximumValue)
{
auto quantR = value / (19 * 19);
auto quantG = (value / 19) % 19;
auto quantB = value % 19;
return {signPow((float(quantR) - 9) / 9, 2) * maximumValue,
signPow((float(quantG) - 9) / 9, 2) * maximumValue,
signPow((float(quantB) - 9) / 9, 2) * maximumValue};
}
Color
decodeAC(std::string_view value, float maximumValue)
{
return decodeAC(decode83(value), maximumValue);
}
namespace blurhash {
struct Image
{
size_t width, height;
std::vector<unsigned char> image; // pixels rgb
};
Image
decode(std::string_view blurhash, size_t width, size_t height)
{
Image i{};
if (blurhash.size() < 10)
return i;
Components components{};
std::vector<Color> values;
try {
components = unpackComponents(decode83(blurhash.substr(0, 1)));
if (components.x < 1 || components.y < 1 ||
blurhash.size() != size_t(1 + 1 + 4 + (components.x * components.y - 1) * 2))
return {};
auto maxAC = decodeMaxAC(blurhash.substr(1, 1));
Color average = decodeDC(blurhash.substr(2, 4));
values.push_back(average);
for (size_t c = 6; c < blurhash.size(); c += 2)
values.push_back(decodeAC(blurhash.substr(c, 2), maxAC));
} catch (std::invalid_argument &) {
return {};
}
i.image.reserve(height * width * 3);
for (size_t y = 0; y < height; y++) {
for (size_t x = 0; x < width; x++) {
Color c{};
for (size_t nx = 0; nx < size_t(components.x); nx++) {
for (size_t ny = 0; ny < size_t(components.y); ny++) {
float basis =
std::cos(M_PI * float(x) * float(nx) / float(width)) *
std::cos(M_PI * float(y) * float(ny) / float(height));
c += values[nx + ny * components.x] * basis;
}
}
i.image.push_back(static_cast<unsigned char>(linearToSrgb(c.r)));
i.image.push_back(static_cast<unsigned char>(linearToSrgb(c.g)));
i.image.push_back(static_cast<unsigned char>(linearToSrgb(c.b)));
}
}
i.height = height;
i.width = width;
return i;
}
}
#ifdef DOCTEST_CONFIG_IMPLEMENT_WITH_MAIN
TEST_CASE("component packing")
{
for (int i = 0; i < 9 * 9; i++)
CHECK(packComponents(unpackComponents(i)) == i);
}
TEST_CASE("encode83")
{
CHECK(encode83(0) == "0");
CHECK(encode83(packComponents({4, 3})) == "L");
CHECK(encode83(packComponents({4, 4})) == "U");
CHECK(encode83(packComponents({8, 4})) == "Y");
CHECK(encode83(packComponents({2, 1})) == "1");
}
TEST_CASE("decode83")
{
CHECK(packComponents({4, 3}) == decode83("L"));
CHECK(packComponents({4, 4}) == decode83("U"));
CHECK(packComponents({8, 4}) == decode83("Y"));
CHECK(packComponents({2, 1}) == decode83("1"));
}
TEST_CASE("maxAC")
{
for (int i = 0; i < 83; i++)
CHECK(encodeMaxAC(decodeMaxAC(i)) == i);
CHECK(std::abs(decodeMaxAC("l"sv) - 0.289157f) < 0.00001f);
}
TEST_CASE("DC")
{
CHECK(encode83(encodeDC(decodeDC("MF%n"))) == "MF%n"sv);
CHECK(encode83(encodeDC(decodeDC("HV6n"))) == "HV6n"sv);
CHECK(encode83(encodeDC(decodeDC("F5]+"))) == "F5]+"sv);
CHECK(encode83(encodeDC(decodeDC("Pj0^"))) == "Pj0^"sv);
CHECK(encode83(encodeDC(decodeDC("O2?U"))) == "O2?U"sv);
}
TEST_CASE("AC")
{
auto h = "00%#MwS|WCWEM{R*bbWBbH"sv;
for (size_t i = 0; i < h.size(); i += 2) {
auto s = h.substr(i, 2);
const auto maxAC = 0.289157f;
CHECK(leftPad(encode83(encodeAC(decodeAC(decode83(s), maxAC), maxAC)), 2) == s);
}
}
TEST_CASE("decode")
{
blurhash::Image i1 = blurhash::decode("LEHV6nWB2yk8pyoJadR*.7kCMdnj", 360, 200);
CHECK(i1.width == 360);
CHECK(i1.height == 200);
CHECK(i1.image.size() == i1.height * i1.width * 3);
CHECK(i1.image[0] == 135);
CHECK(i1.image[1] == 164);
CHECK(i1.image[2] == 177);
CHECK(i1.image[10000] == 173);
CHECK(i1.image[10001] == 176);
CHECK(i1.image[10002] == 163);
// stbi_write_bmp("test.bmp", i1.width, i1.height, 3, (void *)i1.image.data());
i1 = blurhash::decode("LGF5]+Yk^6#M@-5c,1J5@[or[Q6.", 360, 200);
CHECK(i1.width == 360);
CHECK(i1.height == 200);
CHECK(i1.image.size() == i1.height * i1.width * 3);
// stbi_write_bmp("test2.bmp", i1.width, i1.height, 3, (void *)i1.image.data());
// invalid inputs
i1 = blurhash::decode(" LGF5]+Yk^6#M@-5c,1J5@[or[Q6.", 360, 200);
CHECK(i1.width == 0);
CHECK(i1.height == 0);
CHECK(i1.image.size() == 0);
i1 = blurhash::decode(" LGF5]+Yk^6#M@-5c,1J5@[or[Q6.", 360, 200);
CHECK(i1.width == 0);
CHECK(i1.height == 0);
CHECK(i1.image.size() == 0);
i1 = blurhash::decode("LGF5]+Yk^6# M@-5c,1J5@[or[Q6.", 360, 200);
CHECK(i1.width == 0);
CHECK(i1.height == 0);
CHECK(i1.image.size() == 0);
i1 = blurhash::decode("LGF5]+Yk^6# M@-5c,1J5@[or[Q6.", 360, 200);
CHECK(i1.width == 0);
CHECK(i1.height == 0);
CHECK(i1.image.size() == 0);
i1 = blurhash::decode("LGF5]+Yk^6# @-5c,1J5@[or[Q6.", 360, 200);
CHECK(i1.width == 0);
CHECK(i1.height == 0);
CHECK(i1.image.size() == 0);
i1 = blurhash::decode(" GF5]+Yk^6#M@-5c,1J5@[or[Q6.", 360, 200);
CHECK(i1.width == 0);
CHECK(i1.height == 0);
CHECK(i1.image.size() == 0);
}
#endif

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project('blurhash', 'cpp',
version : '0.1',
default_options : ['warning_level=3', 'cpp_std=c++17'])
static_library('blurhash',
'blurhash.cpp',
install : true)
doctest_proj = subproject('doctest')
doctest_dep = doctest_proj.get_variable('doctest_dep')
tests = executable('blurhash-tests',
'blurhash.cpp',
cpp_args : '-DDOCTEST_CONFIG_IMPLEMENT_WITH_MAIN',
dependencies: doctest_dep,
install : false)
test('blurhash-tests', tests)

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Subproject commit a82821424d4826bfa891b4afef6767f447012774