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169
src/io.rs
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169
src/io.rs
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use super::histogram::HistogramSet;
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use super::histogram::Histogram;
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use super::Config;
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use std::fs::File;
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use std::io::prelude::*;
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use std::io::BufReader;
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use k_B;
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use std::process;
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use std::option::Option;
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// Read input data into a histogram set by iterating over input files
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// given in the metadata file
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pub fn read_data(cfg: &Config) -> Option<HistogramSet> {
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let mut bias_x0: Vec<f32> = Vec::new();
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let mut bias_fc: Vec<f32> = Vec::new();
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let mut histograms: Vec<Histogram> = Vec::new();
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let kT = cfg.temperature * k_B;
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let f = File::open(&cfg.metadata_file).unwrap_or_else(|x| {
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eprintln!("Failed to read metadata from {}. {}", &cfg.metadata_file, x);
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process::exit(1)
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});
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let buf = BufReader::new(&f);
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for l in buf.lines() {
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let line = l.unwrap();
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// skip comments and empty lines
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if line.starts_with("#") || line.len() == 0 {
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continue;
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}
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let (path, x0, k) = scan_fmt!(&line, "{} {} {}", String, f32, f32);
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let path = path.unwrap();
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match read_window_file(&path, cfg) {
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Some(h) => {
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histograms.push(h);
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if cfg.verbose {
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println!("File: {}, {} Data points added.", &path, histograms.last().unwrap().num_points);
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}
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},
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None => {
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eprintln!("No data points inside histogram boundaries: {}", &path);
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continue; // goto next iteration and skip adding bias values
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}
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}
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bias_x0.push(x0.unwrap_or_else(|| {
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eprintln!("Failed to read coordinate from: {}", &line);
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process::exit(1)
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}));
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bias_fc.push(k.unwrap_or_else(|| {
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eprintln!("Failed to read bias value from: {}", &line);
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process::exit(1)
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}));
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}
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if histograms.len() > 0 {
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let bin_width = (cfg.hist_max - cfg.hist_min)/(cfg.num_bins as f32);
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Some(HistogramSet::new(cfg.num_bins, bin_width, cfg.hist_min, cfg.hist_max, bias_x0, bias_fc, kT, histograms))
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} else {
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None
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}
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}
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// parse a timeseries file into a histogram
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fn read_window_file(window_file: &str, cfg: &Config) -> Option<Histogram> {
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let f = File::open(window_file).unwrap_or_else(|x| {
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eprintln!("Failed to read sample data from {}. {}", window_file, x);
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process::exit(1)
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});
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let buf = BufReader::new(&f);
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let mut global_hist = vec![0.0; cfg.num_bins];
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let mut num_points: u32 = 0;
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let mut max_bin: usize = 0;
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let mut min_bin: usize =(cfg.num_bins-1) as usize;
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let bin_width = (cfg.hist_max - cfg.hist_min)/(cfg.num_bins as f32);
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for l in buf.lines() {
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let line = l.unwrap();
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// skip comments and empty lines
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if line.starts_with("#") || line.starts_with("@") || line.len() == 0 {
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continue;
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}
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let (_, x) = scan_fmt!(&line, "{} {}", f32, f32);
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match x {
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Some(x) => {
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if x > cfg.hist_min && x < cfg.hist_max {
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let bin_ndx = ((x-cfg.hist_min) / bin_width) as usize;
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global_hist[bin_ndx] += 1.0;
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num_points += 1;
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if bin_ndx > max_bin {
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max_bin = bin_ndx
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}
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if bin_ndx < min_bin {
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min_bin = bin_ndx
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}
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}
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}
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None => {
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eprintln!("{}, Failed to read datapoint from line: {}", &window_file, &line);
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process::exit(1);
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}
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}
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}
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global_hist.truncate(max_bin+1);
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if global_hist.len() > 1 || global_hist[0] != 0.0 {
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global_hist.drain(..min_bin);
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Some(Histogram::new(min_bin, max_bin, num_points, global_hist))
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} else {
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None
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}
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}
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#[cfg(test)]
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mod tests {
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use super::*;
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fn cfg() -> Config {
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Config{
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metadata_file: "tests/data/metadata.dat".to_string(),
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hist_min: 0.0,
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hist_max: 3.0,
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num_bins: 30,
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verbose: false,
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tolerance: 0.0,
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max_iterations: 0,
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temperature: 300.0
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}
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}
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#[test]
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fn read_window_file() {
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let f = "tests/data/window_0.0.dat";
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let cfg = cfg();
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let h = super::read_window_file(&f, &cfg).unwrap();
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println!("{:?}", h);
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assert_eq!(1, h.first);
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assert_eq!(6, h.last);
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assert_eq!(11, h.num_points);
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assert_eq!(2.0, h.bins[0]);
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assert_eq!(2.0, h.bins[2]);
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assert_eq!(2.0, h.bins[4]);
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assert_eq!(1.0, h.bins[5]);
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}
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#[test]
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fn read_data() {
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let cfg = cfg();
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let hs = super::read_data(&cfg);
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assert!(hs.is_some());
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let hs = hs.unwrap();
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println!("{:?}", hs);
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assert_eq!(2, hs.num_windows);
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assert_eq!(cfg.num_bins, hs.num_bins);
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assert_eq!(cfg.hist_min, hs.hist_min);
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assert_eq!(cfg.hist_max, hs.hist_max);
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let expected_bin_width = (cfg.hist_max - cfg.hist_min)/cfg.num_bins as f32;
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assert_eq!(expected_bin_width, hs.bin_width);
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assert_eq!(vec![0.0, 1.0], hs.bias_x0);
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assert_eq!(vec![100.0, 200.0], hs.bias_fc);
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assert_eq!(cfg.temperature * k_B, hs.kT);
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assert_eq!(2, hs.histograms.len())
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}
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}
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