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use std::fmt::Debug;
use crate::error::{UtilsError, UtilsResult};
#[derive(Debug)]
pub struct Matrix<T> {
columns: usize,
rows: usize,
data: Vec<T>,
}
impl<T: Default + Clone + Debug> Matrix<T> {
/**
Constructs a new, empty `Matrix<T>`.
# Examples
```
use new_york_utils::Matrix;
let mut matrix: Matrix<f64> = Matrix::new(3, 4);
```
*/
pub fn new(columns: usize, rows: usize) -> Self {
Matrix {
columns,
rows,
data: vec![T::default(); columns * rows],
}
}
/**
get item from matrix.
# Examples
```
use new_york_utils::Matrix;
let mut matrix: Matrix<f64> = Matrix::new(3, 4);
let result = matrix.get(1, 2);
assert_eq!(result.is_ok(), true);
assert_eq!(result.unwrap(), 0.0);
```
*/
pub fn get(&self, column: usize, row: usize) -> UtilsResult<T> {
let pos = self.get_pos(column, row);
if pos.is_err() {
return Err(pos.unwrap_err());
}
match self.data.get(pos.unwrap()) {
None => Err(UtilsError::NotFound),
Some(val) => Ok(val.clone()),
}
}
/**
set item to matrix.
# Examples
```
use new_york_utils::Matrix;
let mut matrix = Matrix::new(3, 4);
let result = matrix.set(1, 2, 1.0);
assert_eq!(result.is_ok(), true);
assert_eq!(matrix.get(1, 2).unwrap(), 1.0);
```
*/
pub fn set(&mut self, column: usize, row: usize, val: T) -> UtilsResult<()> {
let pos = self.get_pos(column, row);
if pos.is_err() {
return Err(pos.unwrap_err());
}
self.data[pos.unwrap()] = val;
Ok(())
}
/**
get matrix shape
# Examples
```
use new_york_utils::Matrix;
let mut matrix: Matrix<f64> = Matrix::new(3, 4);
assert_eq!(matrix.get_shape(), vec![3,4]);
```
*/
pub fn get_shape(&self) -> Vec<usize> {
vec![self.columns, self.rows]
}
pub fn get_columns(&self) -> usize {
self.columns
}
pub fn get_rows(&self) -> usize {
self.rows
}
/**
get raw matrix data
# Examples
```
use new_york_utils::Matrix;
let mut matrix: Matrix<f64> = Matrix::new(3, 4);
let data = matrix.get_data();
assert_eq!(format!("{:?}", data), "Ok([0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0])");
```
*/
pub fn get_data(&self) -> UtilsResult<Vec<T>> {
Ok(self.data.to_vec())
}
/**
set raw matrix data
# Examples
```
use new_york_utils::Matrix;
let mut matrix: Matrix<i32> = Matrix::new(3, 4);
let raw_data = vec![1,2,3,4,5,6,7,8,9,10,11,12];
assert_eq!(matrix.set_data(raw_data).is_ok(), true);
assert_eq!(format!("{:?}", matrix.get_data()), "Ok([1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12])");
```
*/
pub fn set_data(&mut self, data: Vec<T>) -> UtilsResult<()> {
if data.len() != self.columns * self.rows {
return Err(UtilsError::WrongSize);
}
self.data = data;
Ok(())
}
/**
transpose matrix
# Examples
```
use new_york_utils::Matrix;
let mut matrix: Matrix<i32> = Matrix::new(4, 3);
let raw_data = vec![1,2,3,4,5,6,7,8,9,10,11,12];
let _ = matrix.set_data(raw_data);
let transposed = matrix.transpose();
assert_eq!(transposed.is_ok(), true);
let transposed = transposed.unwrap();
assert_eq!(transposed.get_shape(), vec![3,4]);
assert_eq!(format!("{:?}", transposed.get_data()), "Ok([1, 5, 9, 2, 6, 10, 3, 7, 11, 4, 8, 12])");
```
*/
pub fn transpose(&self) -> UtilsResult<Matrix<T>> {
let mut matrix = Matrix::new(self.rows, self.columns);
for column in 0..self.columns {
for row in 0..self.rows {
let val = self.get(column, row);
if val.is_err() {
return Err(val.unwrap_err());
}
let _ = matrix.set(row, column, val.unwrap());
}
}
Ok(matrix)
}
/**
slice matrix by row
# Examples
```
use new_york_utils::Matrix;
let mut matrix: Matrix<i32> = Matrix::new(4, 3);
let raw_data = vec![1,2,3,4,5,6,7,8,9,10,11,12];
let _ = matrix.set_data(raw_data);
let sliced = matrix.slice(1,2);
assert_eq!(sliced.is_ok(), true);
let sliced = sliced.unwrap();
assert_eq!(sliced.get_shape(), vec![4,1]);
assert_eq!(format!("{:?}", sliced.get_data()), "Ok([5, 6, 7, 8])");
```
*/
pub fn slice(&self, from: usize, to: usize) -> UtilsResult<Matrix<T>> {
let delta = to - from;
let mut matrix = Matrix::new(self.columns, delta);
for row in 0..delta {
for column in 0..self.columns {
let val = self.get(column, delta + row);
if val.is_err() {
return Err(val.unwrap_err());
}
let _ = matrix.set(column, row, val.unwrap());
}
}
Ok(matrix)
}
fn get_pos(&self, column: usize, row: usize) -> UtilsResult<usize> {
if column >= self.columns || row >= self.rows {
return Err(UtilsError::WrongPosition);
}
Ok(row * self.columns + column)
}
/**
add row into matrix
# Examples
```
use new_york_utils::Matrix;
let mut matrix: Matrix<i32> = Matrix::new(4, 3);
let raw_data = vec![0,0,0,0,0,0,0,0,0,0,0,0];
let _ = matrix.set_data(raw_data);
let add_row = matrix.add_row(1,vec![1,1,1,1]);
assert_eq!(add_row.is_ok(), true);
assert_eq!(format!("{:?}", matrix.get_data()), "Ok([0, 0, 0, 0, 1, 1, 1, 1, 0, 0, 0, 0])");
```
*/
pub fn add_row(&mut self, row: usize, data: Vec<T>) -> UtilsResult<()> {
for i in 0..self.columns {
let _ = self.set(i, row, data[i].clone());
}
Ok(())
}
/**
add column into matrix
# Examples
```
use new_york_utils::Matrix;
let mut matrix: Matrix<i32> = Matrix::new(4, 3);
let raw_data = vec![0,0,0,0,0,0,0,0,0,0,0,0];
let _ = matrix.set_data(raw_data);
let add_column = matrix.add_column(1,vec![1,1,1]);
assert_eq!(add_column.is_ok(), true);
assert_eq!(format!("{:?}", matrix.get_data()), "Ok([0, 1, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0])");
```
*/
pub fn add_column(&mut self, column: usize, data: Vec<T>) -> UtilsResult<()> {
for i in 0..self.rows {
let _ = self.set(column, i, data[i].clone());
}
Ok(())
}
}
#[cfg(test)]
mod tests {
use crate::matrix::Matrix;
#[test]
fn it_works() {
let mut matrix = Matrix::new(4, 3);
let result = matrix.set(1, 2, 1.0);
assert_eq!(result.is_ok(), true);
assert_eq!(matrix.get(1, 2).unwrap(), 1.0);
assert_eq!(matrix.get(3, 3).is_ok(), false);
assert_eq!(matrix.get(2, 4).is_ok(), false);
}
}