// Copyright 2023 The 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 rand import ( "errors" "internal/byteorder" "math/bits" ) // https://numpy.org/devdocs/reference/random/upgrading-pcg64.html // https://github.com/imneme/pcg-cpp/commit/871d0494ee9c9a7b7c43f753e3d8ca47c26f8005 // A PCG is a PCG generator with 128 bits of internal state. // A zero PCG is equivalent to NewPCG(0, 0). type PCG struct { hi uint64 lo uint64 } // NewPCG returns a new PCG seeded with the given values. func NewPCG(seed1, seed2 uint64) *PCG { return &PCG{seed1, seed2} } // Seed resets the PCG to behave the same way as NewPCG(seed1, seed2). func (p *PCG) Seed(seed1, seed2 uint64) { p.hi = seed1 p.lo = seed2 } // AppendBinary implements the [encoding.BinaryAppender] interface. func (p *PCG) AppendBinary(b []byte) ([]byte, error) { b = append(b, "pcg:"...) b = byteorder.BeAppendUint64(b, p.hi) b = byteorder.BeAppendUint64(b, p.lo) return b, nil } // MarshalBinary implements the [encoding.BinaryMarshaler] interface. func (p *PCG) MarshalBinary() ([]byte, error) { return p.AppendBinary(make([]byte, 0, 20)) } var errUnmarshalPCG = errors.New("invalid PCG encoding") // UnmarshalBinary implements the [encoding.BinaryUnmarshaler] interface. func (p *PCG) UnmarshalBinary(data []byte) error { if len(data) != 20 || string(data[:4]) != "pcg:" { return errUnmarshalPCG } p.hi = byteorder.BeUint64(data[4:]) p.lo = byteorder.BeUint64(data[4+8:]) return nil } func (p *PCG) next() (hi, lo uint64) { // https://github.com/imneme/pcg-cpp/blob/428802d1a5/include/pcg_random.hpp#L161 // // Numpy's PCG multiplies by the 64-bit value cheapMul // instead of the 128-bit value used here and in the official PCG code. // This does not seem worthwhile, at least for Go: not having any high // bits in the multiplier reduces the effect of low bits on the highest bits, // and it only saves 1 multiply out of 3. // (On 32-bit systems, it saves 1 out of 6, since Mul64 is doing 4.) const ( mulHi = 2549297995355413924 mulLo = 4865540595714422341 incHi = 6364136223846793005 incLo = 1442695040888963407 ) // state = state * mul + inc hi, lo = bits.Mul64(p.lo, mulLo) hi += p.hi*mulLo + p.lo*mulHi lo, c := bits.Add64(lo, incLo, 0) hi, _ = bits.Add64(hi, incHi, c) p.lo = lo p.hi = hi return hi, lo } // Uint64 return a uniformly-distributed random uint64 value. func (p *PCG) Uint64() uint64 { hi, lo := p.next() // XSL-RR would be // hi, lo := p.next() // return bits.RotateLeft64(lo^hi, -int(hi>>58)) // but Numpy uses DXSM and O'Neill suggests doing the same. // See https://github.com/golang/go/issues/21835#issuecomment-739065688 // and following comments. // DXSM "double xorshift multiply" // https://github.com/imneme/pcg-cpp/blob/428802d1a5/include/pcg_random.hpp#L1015 // https://github.com/imneme/pcg-cpp/blob/428802d1a5/include/pcg_random.hpp#L176 const cheapMul = 0xda942042e4dd58b5 hi ^= hi >> 32 hi *= cheapMul hi ^= hi >> 48 hi *= (lo | 1) return hi }