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diff ezBAMQC/src/htslib/cram/rANS_byte.h @ 0:dfa3745e5fd8
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author | youngkim |
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date | Thu, 24 Mar 2016 17:12:52 -0400 |
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--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/ezBAMQC/src/htslib/cram/rANS_byte.h Thu Mar 24 17:12:52 2016 -0400 @@ -0,0 +1,336 @@ +/* rans_byte.h originally from https://github.com/rygorous/ryg_rans + * + * This is a public-domain implementation of several rANS variants. rANS is an + * entropy coder from the ANS family, as described in Jarek Duda's paper + * "Asymmetric numeral systems" (http://arxiv.org/abs/1311.2540). + */ + +/*-------------------------------------------------------------------------- */ + +// Simple byte-aligned rANS encoder/decoder - public domain - Fabian 'ryg' Giesen 2014 +// +// Not intended to be "industrial strength"; just meant to illustrate the general +// idea. + +#ifndef RANS_BYTE_HEADER +#define RANS_BYTE_HEADER + +#include <stdint.h> + +#ifdef assert +#define RansAssert assert +#else +#define RansAssert(x) +#endif + +// READ ME FIRST: +// +// This is designed like a typical arithmetic coder API, but there's three +// twists you absolutely should be aware of before you start hacking: +// +// 1. You need to encode data in *reverse* - last symbol first. rANS works +// like a stack: last in, first out. +// 2. Likewise, the encoder outputs bytes *in reverse* - that is, you give +// it a pointer to the *end* of your buffer (exclusive), and it will +// slowly move towards the beginning as more bytes are emitted. +// 3. Unlike basically any other entropy coder implementation you might +// have used, you can interleave data from multiple independent rANS +// encoders into the same bytestream without any extra signaling; +// you can also just write some bytes by yourself in the middle if +// you want to. This is in addition to the usual arithmetic encoder +// property of being able to switch models on the fly. Writing raw +// bytes can be useful when you have some data that you know is +// incompressible, and is cheaper than going through the rANS encode +// function. Using multiple rANS coders on the same byte stream wastes +// a few bytes compared to using just one, but execution of two +// independent encoders can happen in parallel on superscalar and +// Out-of-Order CPUs, so this can be *much* faster in tight decoding +// loops. +// +// This is why all the rANS functions take the write pointer as an +// argument instead of just storing it in some context struct. + +// -------------------------------------------------------------------------- + +// L ('l' in the paper) is the lower bound of our normalization interval. +// Between this and our byte-aligned emission, we use 31 (not 32!) bits. +// This is done intentionally because exact reciprocals for 31-bit uints +// fit in 32-bit uints: this permits some optimizations during encoding. +#define RANS_BYTE_L (1u << 23) // lower bound of our normalization interval + +// State for a rANS encoder. Yep, that's all there is to it. +typedef uint32_t RansState; + +// Initialize a rANS encoder. +static inline void RansEncInit(RansState* r) +{ + *r = RANS_BYTE_L; +} + +// Renormalize the encoder. Internal function. +static inline RansState RansEncRenorm(RansState x, uint8_t** pptr, uint32_t freq, uint32_t scale_bits) +{ + uint32_t x_max = ((RANS_BYTE_L >> scale_bits) << 8) * freq; // this turns into a shift. + if (x >= x_max) { + uint8_t* ptr = *pptr; + do { + *--ptr = (uint8_t) (x & 0xff); + x >>= 8; + } while (x >= x_max); + *pptr = ptr; + } + return x; +} + +// Encodes a single symbol with range start "start" and frequency "freq". +// All frequencies are assumed to sum to "1 << scale_bits", and the +// resulting bytes get written to ptr (which is updated). +// +// NOTE: With rANS, you need to encode symbols in *reverse order*, i.e. from +// beginning to end! Likewise, the output bytestream is written *backwards*: +// ptr starts pointing at the end of the output buffer and keeps decrementing. +static inline void RansEncPut(RansState* r, uint8_t** pptr, uint32_t start, uint32_t freq, uint32_t scale_bits) +{ + // renormalize + RansState x = RansEncRenorm(*r, pptr, freq, scale_bits); + + // x = C(s,x) + *r = ((x / freq) << scale_bits) + (x % freq) + start; +} + +// Flushes the rANS encoder. +static inline void RansEncFlush(RansState* r, uint8_t** pptr) +{ + uint32_t x = *r; + uint8_t* ptr = *pptr; + + ptr -= 4; + ptr[0] = (uint8_t) (x >> 0); + ptr[1] = (uint8_t) (x >> 8); + ptr[2] = (uint8_t) (x >> 16); + ptr[3] = (uint8_t) (x >> 24); + + *pptr = ptr; +} + +// Initializes a rANS decoder. +// Unlike the encoder, the decoder works forwards as you'd expect. +static inline void RansDecInit(RansState* r, uint8_t** pptr) +{ + uint32_t x; + uint8_t* ptr = *pptr; + + x = ptr[0] << 0; + x |= ptr[1] << 8; + x |= ptr[2] << 16; + x |= ptr[3] << 24; + ptr += 4; + + *pptr = ptr; + *r = x; +} + +// Returns the current cumulative frequency (map it to a symbol yourself!) +static inline uint32_t RansDecGet(RansState* r, uint32_t scale_bits) +{ + return *r & ((1u << scale_bits) - 1); +} + +// Advances in the bit stream by "popping" a single symbol with range start +// "start" and frequency "freq". All frequencies are assumed to sum to "1 << scale_bits", +// and the resulting bytes get written to ptr (which is updated). +static inline void RansDecAdvance(RansState* r, uint8_t** pptr, uint32_t start, uint32_t freq, uint32_t scale_bits) +{ + uint32_t mask = (1u << scale_bits) - 1; + + // s, x = D(x) + uint32_t x = *r; + x = freq * (x >> scale_bits) + (x & mask) - start; + + // renormalize + if (x < RANS_BYTE_L) { + uint8_t* ptr = *pptr; + do x = (x << 8) | *ptr++; while (x < RANS_BYTE_L); + *pptr = ptr; + } + + *r = x; +} + +// -------------------------------------------------------------------------- + +// That's all you need for a full encoder; below here are some utility +// functions with extra convenience or optimizations. + +// Encoder symbol description +// This (admittedly odd) selection of parameters was chosen to make +// RansEncPutSymbol as cheap as possible. +typedef struct { + uint32_t x_max; // (Exclusive) upper bound of pre-normalization interval + uint32_t rcp_freq; // Fixed-point reciprocal frequency + uint32_t bias; // Bias + uint16_t cmpl_freq; // Complement of frequency: (1 << scale_bits) - freq + uint16_t rcp_shift; // Reciprocal shift +} RansEncSymbol; + +// Decoder symbols are straightforward. +typedef struct { + uint16_t start; // Start of range. + uint16_t freq; // Symbol frequency. +} RansDecSymbol; + +// Initializes an encoder symbol to start "start" and frequency "freq" +static inline void RansEncSymbolInit(RansEncSymbol* s, uint32_t start, uint32_t freq, uint32_t scale_bits) +{ + RansAssert(scale_bits <= 16); + RansAssert(start <= (1u << scale_bits)); + RansAssert(freq <= (1u << scale_bits) - start); + + // Say M := 1 << scale_bits. + // + // The original encoder does: + // x_new = (x/freq)*M + start + (x%freq) + // + // The fast encoder does (schematically): + // q = mul_hi(x, rcp_freq) >> rcp_shift (division) + // r = x - q*freq (remainder) + // x_new = q*M + bias + r (new x) + // plugging in r into x_new yields: + // x_new = bias + x + q*(M - freq) + // =: bias + x + q*cmpl_freq (*) + // + // and we can just precompute cmpl_freq. Now we just need to + // set up our parameters such that the original encoder and + // the fast encoder agree. + + s->x_max = ((RANS_BYTE_L >> scale_bits) << 8) * freq; + s->cmpl_freq = (uint16_t) ((1 << scale_bits) - freq); + if (freq < 2) { + // freq=0 symbols are never valid to encode, so it doesn't matter what + // we set our values to. + // + // freq=1 is tricky, since the reciprocal of 1 is 1; unfortunately, + // our fixed-point reciprocal approximation can only multiply by values + // smaller than 1. + // + // So we use the "next best thing": rcp_freq=0xffffffff, rcp_shift=0. + // This gives: + // q = mul_hi(x, rcp_freq) >> rcp_shift + // = mul_hi(x, (1<<32) - 1)) >> 0 + // = floor(x - x/(2^32)) + // = x - 1 if 1 <= x < 2^32 + // and we know that x>0 (x=0 is never in a valid normalization interval). + // + // So we now need to choose the other parameters such that + // x_new = x*M + start + // plug it in: + // x*M + start (desired result) + // = bias + x + q*cmpl_freq (*) + // = bias + x + (x - 1)*(M - 1) (plug in q=x-1, cmpl_freq) + // = bias + 1 + (x - 1)*M + // = x*M + (bias + 1 - M) + // + // so we have start = bias + 1 - M, or equivalently + // bias = start + M - 1. + s->rcp_freq = ~0u; + s->rcp_shift = 0; + s->bias = start + (1 << scale_bits) - 1; + } else { + // Alverson, "Integer Division using reciprocals" + // shift=ceil(log2(freq)) + uint32_t shift = 0; + while (freq > (1u << shift)) + shift++; + + s->rcp_freq = (uint32_t) (((1ull << (shift + 31)) + freq-1) / freq); + s->rcp_shift = shift - 1; + + // With these values, 'q' is the correct quotient, so we + // have bias=start. + s->bias = start; + } + + s->rcp_shift += 32; // Avoid the extra >>32 in RansEncPutSymbol +} + +// Initialize a decoder symbol to start "start" and frequency "freq" +static inline void RansDecSymbolInit(RansDecSymbol* s, uint32_t start, uint32_t freq) +{ + RansAssert(start <= (1 << 16)); + RansAssert(freq <= (1 << 16) - start); + s->start = (uint16_t) start; + s->freq = (uint16_t) freq; +} + +// Encodes a given symbol. This is faster than straight RansEnc since we can do +// multiplications instead of a divide. +// +// See RansEncSymbolInit for a description of how this works. +static inline void RansEncPutSymbol(RansState* r, uint8_t** pptr, RansEncSymbol const* sym) +{ + RansAssert(sym->x_max != 0); // can't encode symbol with freq=0 + + // renormalize + uint32_t x = *r; + uint32_t x_max = sym->x_max; + + if (x >= x_max) { + uint8_t* ptr = *pptr; + do { + *--ptr = (uint8_t) (x & 0xff); + x >>= 8; + } while (x >= x_max); + *pptr = ptr; + } + + // x = C(s,x) + // NOTE: written this way so we get a 32-bit "multiply high" when + // available. If you're on a 64-bit platform with cheap multiplies + // (e.g. x64), just bake the +32 into rcp_shift. + //uint32_t q = (uint32_t) (((uint64_t)x * sym->rcp_freq) >> 32) >> sym->rcp_shift; + + // The extra >>32 has already been added to RansEncSymbolInit + uint32_t q = (uint32_t) (((uint64_t)x * sym->rcp_freq) >> sym->rcp_shift); + *r = x + sym->bias + q * sym->cmpl_freq; +} + +// Equivalent to RansDecAdvance that takes a symbol. +static inline void RansDecAdvanceSymbol(RansState* r, uint8_t** pptr, RansDecSymbol const* sym, uint32_t scale_bits) +{ + RansDecAdvance(r, pptr, sym->start, sym->freq, scale_bits); +} + +// Advances in the bit stream by "popping" a single symbol with range start +// "start" and frequency "freq". All frequencies are assumed to sum to "1 << scale_bits". +// No renormalization or output happens. +static inline void RansDecAdvanceStep(RansState* r, uint32_t start, uint32_t freq, uint32_t scale_bits) +{ + uint32_t mask = (1u << scale_bits) - 1; + + // s, x = D(x) + uint32_t x = *r; + *r = freq * (x >> scale_bits) + (x & mask) - start; +} + +// Equivalent to RansDecAdvanceStep that takes a symbol. +static inline void RansDecAdvanceSymbolStep(RansState* r, RansDecSymbol const* sym, uint32_t scale_bits) +{ + RansDecAdvanceStep(r, sym->start, sym->freq, scale_bits); +} + +// Renormalize. +static inline void RansDecRenorm(RansState* r, uint8_t** pptr) +{ + // renormalize + uint32_t x = *r; + + if (x < RANS_BYTE_L) { + uint8_t* ptr = *pptr; + do x = (x << 8) | *ptr++; while (x < RANS_BYTE_L); + *pptr = ptr; + } + + *r = x; +} + +#endif // RANS_BYTE_HEADER