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use std::fs::File;
use std::io::Read;
use std::f64;
use std::str::FromStr;
use std::fmt;
use matrix::*;
pub fn vec_to_csv<T: fmt::Display>(v: &[T], sep: &str) -> String {
v.iter().enumerate()
.map(|(c, val)|
match c {
0 => format!("{}", val),
_ => format!("{}{}", sep, val)
}
)
.fold(String::new(), |s, val| s + &val)
}
pub fn matrix_to_csv<T: fmt::Display + Clone>(m: &Matrix<T>, sep: &str) -> String {
m.row_iter()
.map(|row| vec_to_csv(row, sep))
.fold(String::new(), |s, val| s + &val + "\n")
}
pub fn from_csv_string(s: &str, sep: &str) -> Result<Matrix<f64>, &'static str> {
let v = s.split('\n')
.map(|x| match x.find('#') {
Some(pos) => {
let mut tmp = x.to_string();
tmp.truncate(pos);
tmp
}
_ => x.to_string()
})
.filter(|x| x.trim().len() > 0)
.map(|x| x.split(sep)
.map(|x| x.trim())
.map(|x| f64::from_str(x).unwrap_or(f64::NAN))
.collect::<Vec<f64>>()
)
.collect::<Vec<Vec<f64>>>();
let rows = v.len();
let cols = v.first().unwrap_or(&Vec::new()).len();
let data = v.iter().flat_map(|x| x.iter()).cloned().collect::<Vec<f64>>();
if rows == 0
|| cols == 0
|| v.iter().any(|x| x.len() != cols)
|| data.iter().any(|x| x.is_nan()) {
return Err("Invalid format.");
}
match data.len() == rows * cols {
true => Ok(Matrix::from_vec(data, rows, cols)),
false => Err("from_csv_string: could not create matrix. Dimensions do not match.")
}
}
pub fn from_csv_file(fname: &str, sep: &str) -> Result<Matrix<f64>, &'static str> {
let mut s = String::new();
try!(
try!(
File::open(fname).map_err(|_| "Could not open file")
)
.read_to_string(&mut s).map_err(|_| "Could not read file.")
);
from_csv_string(&s, sep)
}
#[cfg(test)]
mod tests {
use super::*;
use matrix::*;
#[test]
fn test_vec_to_csv() {
let b = &[1, 2, 3];
assert_eq!(vec_to_csv(b, ","), "1,2,3");
let mut a = vec![1, 2, 3];
assert_eq!(vec_to_csv(&a, ","), "1,2,3");
a = vec![1];
assert_eq!(vec_to_csv(&a, ","), "1");
a = vec![];
assert_eq!(vec_to_csv(&a, ","), "");
}
#[test]
fn test_matrix_to_csv() {
let m = mat![1.0, 2.0; 3.0, 4.0];
assert_eq!(matrix_to_csv(&m, ","), "1,2\n3,4\n")
}
#[test]
fn test_from_csv_string() {
let mut s = "1,2,3\n4,5,6";
let mut m = from_csv_string(s, ",").unwrap();;
assert_eq!(m.rows(), 2);
assert_eq!(m.cols(), 3);
assert_eq!(m.row(0).unwrap(), [1.0, 2.0, 3.0]);
assert_eq!(m.row(1).unwrap(), [4.0, 5.0, 6.0]);
s = "";
assert!(from_csv_string(s, ",").is_err());
s = "1";
m = from_csv_string(s, ",").unwrap();
assert_eq!(m.cols(), 1);
assert_eq!(m.rows(), 1);
s = "1,2\n,3";
assert!(from_csv_string(s, ",").is_err());
s = "#abc";
assert!(from_csv_string(s, ",").is_err());
s = "#aaa\n1,2,3#bla\n3,4,4#abc\n\n#hhhh";
m = from_csv_string(s, ",").unwrap();
assert_eq!(m.cols(), 3);
assert_eq!(m.rows(), 2);
assert_eq!(m.row(0).unwrap(), [1.0, 2.0, 3.0]);
assert_eq!(m.row(1).unwrap(), [3.0, 4.0, 4.0]);
}
}