add upwind dissipation advance()
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										105
									
								
								src/lib.rs
									
									
									
									
									
								
							
							
						
						
									
										105
									
								
								src/lib.rs
									
									
									
									
									
								
							@@ -1,4 +1,4 @@
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use ndarray::{s, Array2, ArrayView1, ArrayView2, ArrayViewMut1, ArrayViewMut2};
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use ndarray::{s, Array2, ArrayView1, ArrayView2, ArrayViewMut1, ArrayViewMut2, Zip};
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use wasm_bindgen::prelude::*;
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#[cfg(feature = "wee_alloc")]
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@@ -20,11 +20,21 @@ pub fn set_panic_hook() {
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    console_error_panic_hook::set_once();
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}
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fn func(x: f32, y: f32, t: f32) -> f32 {
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fn sin_plus_cos(x: f32, y: f32, t: f32) -> f32 {
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    use std::f32;
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    (2.0 * f32::consts::PI * (x + y) - t).sin()
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}
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fn exponential(x: f32, y: f32, _t: f32) -> f32 {
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    use std::f32;
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    let x = x - 0.5;
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    let y = y - 0.5;
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    let sigma = 0.05;
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    1.0 / (2.0 * f32::consts::PI * sigma * sigma) * (-(x * x + y * y) / (2.0 * sigma * sigma)).exp()
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}
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#[wasm_bindgen]
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impl Universe {
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    pub fn new(width: u32, height: u32) -> Self {
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@@ -42,7 +52,12 @@ impl Universe {
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        }
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    }
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    pub fn set_initial(&mut self, t: f32) {
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    pub fn set_initial(&mut self, t: f32, selected_function: &str) {
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        let func = match selected_function {
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            "sin+cos" => sin_plus_cos,
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            "exp" => exponential,
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            _ => |_x: f32, _y: f32, _t: f32| 0.0,
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        };
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        for j in 0..self.height {
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            for i in 0..self.width {
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                let x = i as f32 / self.width as f32;
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@@ -53,12 +68,13 @@ impl Universe {
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            }
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        }
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    }
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    pub fn advance(&self, fut: &mut Universe, dt: f32) {
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        assert_eq!(self.width, fut.width);
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        assert_eq!(self.height, fut.height);
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        let mut y = self.e_x.clone();
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        // y.assign(&self.e_x)
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        let mut k0 = Array2::zeros((self.height as usize, self.width as usize));
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        diffx(y.view(), k0.view_mut());
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        diffy(y.view(), k0.view_mut());
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@@ -87,11 +103,82 @@ impl Universe {
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        diffx(y.view(), k4.view_mut());
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        diffy(y.view(), k4.view_mut());
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        fut.e_x.assign(&self.e_x);
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        fut.e_x.scaled_add(-dt / 6.0, &k1);
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        fut.e_x.scaled_add(-2.0 * dt / 6.0, &k2);
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        fut.e_x.scaled_add(-2.0 * dt / 6.0, &k3);
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        fut.e_x.scaled_add(-dt / 6.0, &k4);
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        Zip::from(&mut fut.e_x)
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            .and(&self.e_x)
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            .and(&k1)
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            .and(&k2)
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            .and(&k3)
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            .and(&k4)
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            .apply(|y1, &y0, &k1, &k2, &k3, &k4| {
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                *y1 = y0 + -dt / 6.0 * (k1 + 2.0 * k2 + 2.0 * k3 + k4)
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            });
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    }
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    pub fn advance_upwind(&self, fut: &mut Universe, dt: f32) {
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        assert_eq!(self.width, fut.width);
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        assert_eq!(self.height, fut.height);
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        let mut ad = Array2::zeros(fut.e_x.dim());
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        let mut y = self.e_x.clone();
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        // y.assign(&self.e_x)
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        // ad.fill(0.0);
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        let mut k0 = Array2::zeros((self.height as usize, self.width as usize));
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        diffx(y.view(), k0.view_mut());
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        diffy(y.view(), k0.view_mut());
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        dissx(y.view(), ad.view_mut());
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        dissy(y.view(), ad.view_mut());
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        k0.scaled_add(-0.5, &ad);
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        // y.assign(&self.e_x);
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        ad.fill(0.0);
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        y.scaled_add(-1.0 / 2.0 * dt, &k0);
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        let mut k1 = Array2::zeros((self.height as usize, self.width as usize));
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        diffx(y.view(), k1.view_mut());
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        diffy(y.view(), k1.view_mut());
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        dissx(y.view(), ad.view_mut());
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        dissy(y.view(), ad.view_mut());
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        k1.scaled_add(-0.5, &ad);
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        y.assign(&self.e_x);
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        ad.fill(0.0);
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        y.scaled_add(-1.0 / 2.0 * dt, &k1);
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        let mut k2 = Array2::zeros((self.height as usize, self.width as usize));
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        diffx(y.view(), k2.view_mut());
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        diffy(y.view(), k2.view_mut());
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        dissx(y.view(), ad.view_mut());
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        dissy(y.view(), ad.view_mut());
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        k2.scaled_add(-0.5, &ad);
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        y.assign(&self.e_x);
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        ad.fill(0.0);
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        y.scaled_add(-1.0 / 2.0 * dt, &k2);
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        let mut k3 = Array2::zeros((self.height as usize, self.width as usize));
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        diffx(y.view(), k3.view_mut());
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        diffy(y.view(), k3.view_mut());
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        dissx(y.view(), ad.view_mut());
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        dissy(y.view(), ad.view_mut());
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        k3.scaled_add(-0.5, &ad);
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        y.assign(&self.e_x);
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        ad.fill(0.0);
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        y.scaled_add(-dt, &k2);
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        let mut k4 = Array2::zeros((self.height as usize, self.width as usize));
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        diffx(y.view(), k4.view_mut());
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        diffy(y.view(), k4.view_mut());
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        dissx(y.view(), ad.view_mut());
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        dissy(y.view(), ad.view_mut());
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        k4.scaled_add(-0.5, &ad);
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        Zip::from(&mut fut.e_x)
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            .and(&self.e_x)
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            .and(&k1)
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            .and(&k2)
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            .and(&k3)
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            .and(&k4)
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            .apply(|y1, &y0, &k1, &k2, &k3, &k4| {
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                *y1 = y0 + -dt / 6.0 * (k1 + 2.0 * k2 + 2.0 * k3 + k4)
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            });
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    }
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    pub fn get_ptr(&mut self) -> *mut u8 {
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