psychopath/sub_crates/halton/build.rs
Nathan Vegdahl 04e8a6ca73 Added a Rust port of Leonhard Grünschloß's Sobol sampler.
The Halton sampler appears to be better, but it was fun to add
this anyway!
2017-05-11 23:56:12 -07:00

273 lines
8.8 KiB
Rust

// Copyright (c) 2012 Leonhard Gruenschloss (leonhard@gruenschloss.org)
//
// Permission is hereby granted, free of charge, to any person obtaining a copy
// of this software and associated documentation files (the "Software"), to deal
// in the Software without restriction, including without limitation the rights to
// use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies
// of the Software, and to permit persons to whom the Software is furnished to do
// so, subject to the following conditions:
//
// The above copyright notice and this permission notice shall be included in
// all copies or substantial portions of the Software.
//
// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
// SOFTWARE.
//
// Adapted to Rust and to generate Rust instead of C by Nathan Vegdahl
// Generate Rust code for evaluating Halton points with Faure-permutations for different bases.
use std::env;
use std::fs::File;
use std::io::Write;
use std::path::Path;
/// How many components to generate.
const NUM_DIMENSIONS: usize = 256;
fn main() {
let out_dir = env::var("OUT_DIR").unwrap();
let dest_path = Path::new(&out_dir).join("halton.rs");
let mut f = File::create(&dest_path).unwrap();
// Init prime number array.
let primes = {
let mut primes = Vec::new();
let mut candidate = 1;
for _ in 0..NUM_DIMENSIONS {
loop {
candidate += 1;
if is_prime(candidate) {
primes.push(candidate);
break;
}
}
}
primes
};
// Init Faure permutations.
let faure = {
let mut faure: Vec<Vec<usize>> = Vec::new();
for b in 0..(primes.last().unwrap() + 1) {
let perm = get_faure_permutation(&faure, b);
faure.push(perm);
}
faure
};
// Write the beginning bits of the file
f.write_all(format!(r#"
// Copyright (c) 2012 Leonhard Gruenschloss (leonhard@gruenschloss.org)
//
// Permission is hereby granted, free of charge, to any person obtaining a copy
// of this software and associated documentation files (the "Software"), to deal
// in the Software without restriction, including without limitation the rights to
// use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies
// of the Software, and to permit persons to whom the Software is furnished to do
// so, subject to the following conditions:
//
// The above copyright notice and this permission notice shall be included in
// all copies or substantial portions of the Software.
//
// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
// SOFTWARE.
// This file is automatically generated.
// Compute points of the Halton sequence with with Faure-permutations for different bases.
pub const MAX_DIMENSION: u32 = {};
"#,
NUM_DIMENSIONS)
.as_bytes())
.unwrap();
// Write the sampling function
f.write_all(format!(r#"
#[inline]
pub fn sample(dimension: u32, index: u32) -> f32 {{
match dimension {{"#)
.as_bytes())
.unwrap();
for i in 0..NUM_DIMENSIONS {
f.write_all(format!(r#"
{} => halton{}(index),"#,
i,
primes[i])
.as_bytes())
.unwrap();
}
f.write_all(format!(r#"
_ => panic!("Exceeded max dimensions."),
}}
}}
"#)
.as_bytes())
.unwrap();
// Write the special-cased first dimension
f.write_all(format!(r#"
// Special case: radical inverse in base 2, with direct bit reversal.
fn halton2(mut index: u32) -> f32 {{
index = (index << 16) | (index >> 16);
index = ((index & 0x00ff00ff) << 8) | ((index & 0xff00ff00) >> 8);
index = ((index & 0x0f0f0f0f) << 4) | ((index & 0xf0f0f0f0) >> 4);
index = ((index & 0x33333333) << 2) | ((index & 0xcccccccc) >> 2);
index = ((index & 0x55555555) << 1) | ((index & 0xaaaaaaaa) >> 1);
return (index as f32) * (1.0 / ((1u64 << 32) as f32));
}}
"#)
.as_bytes())
.unwrap();
for i in 1..NUM_DIMENSIONS {
// Skip base 2.
let base = primes[i];
// Based on the permutation table size, we process multiple digits at once.
let mut digits = 1;
let mut pow_base = base;
while pow_base * base <= 500 {
// Maximum permutation table size.
pow_base *= base;
digits += 1;
}
let mut max_power = pow_base;
let mut powers = Vec::new();
while (max_power * pow_base) < (1 << 32) {
// 32-bit unsigned precision
powers.push(max_power);
max_power *= pow_base;
}
// Build the permutation table.
let perm = (0..pow_base).map(|j| invert(&faure, base, j, digits)).collect::<Vec<_>>();
let perm_string = {
let mut perm_string = String::new();
for i in perm.iter() {
let s = format!("{}, ", i);
perm_string.push_str(&s);
}
perm_string
};
let mut power = max_power / pow_base;
f.write_all(format!(r#"
fn halton{}(index: u32) -> f32 {{
const PERM{}: [u16; {}] = [{}];"#,
base,
base,
perm.len(),
perm_string)
.as_bytes())
.unwrap();;
f.write_all(format!(r#"
return (unsafe{{*PERM{}.get_unchecked((index % {}) as usize)}} as u32 * {} +"#,
base,
pow_base,
power)
.as_bytes())
.unwrap();;
// Advance to next set of digits.
let mut div = 1;
while power / pow_base > 1 {
div *= pow_base;
power /= pow_base;
f.write_all(format!(r#"
unsafe{{*PERM{}.get_unchecked(((index / {}) % {}) as usize)}} as u32 * {} +"#,
base,
div,
pow_base,
power)
.as_bytes())
.unwrap();;
}
f.write_all(format!(r#"
unsafe{{*PERM{}.get_unchecked(((index / {}) % {}) as usize)}} as u32) as f32 *
(0.999999940395355224609375f32 / ({}u32 as f32)); // Results in [0,1).
}}
"#,
base,
div * pow_base,
pow_base,
max_power)
.as_bytes())
.unwrap();;
}
}
/// Check primality. Not optimized, since it's not performance-critical.
fn is_prime(p: usize) -> bool {
for i in 2..p {
if (p % i) == 0 {
return false;
}
}
return true;
}
/// Computes the Faure digit permutation for 0, ..., b - 1.
fn get_faure_permutation(faure: &Vec<Vec<usize>>, b: usize) -> Vec<usize> {
if b < 2 {
return vec![0];
} else if b == 2 {
return vec![0, 1];
} else if (b & 1) != 0 {
// odd
let c = (b - 1) / 2;
return (0..b)
.map(|i| {
if i == c {
return c;
}
let f: usize = faure[b - 1][i - ((i > c) as usize)];
f + ((f >= c) as usize)
})
.collect();
} else {
// even
let c = b / 2;
return (0..b)
.map(|i| if i < c {
2 * faure[c][i]
} else {
2 * faure[c][i - c] + 1
})
.collect();
}
}
/// Compute the radical inverse with Faure permutations.
fn invert(faure: &Vec<Vec<usize>>, base: usize, mut index: usize, digits: usize) -> usize {
let mut result = 0;
for _ in 0..digits {
let remainder = index % base;
index = index / base;
result = result * base + faure[base][remainder];
}
return result;
}