use super::operators::SbpOperator;
use super::Grid;
use ndarray::prelude::*;
use ndarray::{azip, Zip};

#[derive(Clone, Debug)]
pub struct Field(pub(crate) Array3<f32>);

impl std::ops::Deref for Field {
    type Target = Array3<f32>;
    fn deref(&self) -> &Self::Target {
        &self.0
    }
}

impl std::ops::DerefMut for Field {
    fn deref_mut(&mut self) -> &mut Self::Target {
        &mut self.0
    }
}

fn gaussian(x: f32, x0: f32, y: f32, y0: f32) -> f32 {
    use std::f32;
    let x = x - x0;
    let y = y - y0;

    let sigma = 0.05;

    1.0 / (2.0 * f32::consts::PI * sigma * sigma) * (-(x * x + y * y) / (2.0 * sigma * sigma)).exp()
}

impl Field {
    pub fn new(width: usize, height: usize) -> Self {
        let field = Array3::zeros((3, height, width));

        Self(field)
    }

    pub fn nx(&self) -> usize {
        self.0.shape()[2]
    }
    pub fn ny(&self) -> usize {
        self.0.shape()[1]
    }

    pub fn ex(&self) -> ArrayView2<f32> {
        self.slice(s![0, .., ..])
    }
    pub fn hz(&self) -> ArrayView2<f32> {
        self.slice(s![1, .., ..])
    }
    pub fn ey(&self) -> ArrayView2<f32> {
        self.slice(s![2, .., ..])
    }

    pub fn ex_mut(&mut self) -> ArrayViewMut2<f32> {
        self.slice_mut(s![0, .., ..])
    }
    pub fn hz_mut(&mut self) -> ArrayViewMut2<f32> {
        self.slice_mut(s![1, .., ..])
    }
    pub fn ey_mut(&mut self) -> ArrayViewMut2<f32> {
        self.slice_mut(s![2, .., ..])
    }

    pub fn components_mut(
        &mut self,
    ) -> (ArrayViewMut2<f32>, ArrayViewMut2<f32>, ArrayViewMut2<f32>) {
        let nx = self.nx();
        let ny = self.ny();

        let (ex, f) = self.0.view_mut().split_at(Axis(0), 1);
        let (hz, ey) = f.split_at(Axis(0), 1);

        (
            ex.into_shape((ny, nx)).unwrap(),
            hz.into_shape((ny, nx)).unwrap(),
            ey.into_shape((ny, nx)).unwrap(),
        )
    }

    pub fn set_gaussian(&mut self, x0: f32, y0: f32) {
        let nx = self.nx();
        let ny = self.ny();

        let (mut ex, mut hz, mut ey) = self.components_mut();
        for j in 0..ny {
            for i in 0..nx {
                // Must divice interval on nx/ny instead of nx - 1/ny-1
                // due to periodic conditions [0, 1)
                let x = i as f32 / nx as f32;
                let y = j as f32 / ny as f32;
                ex[(j, i)] = 0.0;
                ey[(j, i)] = 0.0;
                hz[(j, i)] = gaussian(x, x0, y, y0) / 32.0;
            }
        }
    }

    /// Solving (Au)_x + (Bu)_y
    /// with:
    ///        A               B
    ///  [ 0,  0,  0]    [ 0,  1,  0]
    ///  [ 0,  0, -1]    [ 1,  0,  0]
    ///  [ 0, -1,  0]    [ 0,  0,  0]
    pub(crate) fn advance<SBP>(
        &self,
        fut: &mut Self,
        dt: f32,
        grid: &Grid<SBP>,
        work_buffers: Option<&mut WorkBuffers>,
    ) where
        SBP: SbpOperator,
    {
        assert_eq!(self.0.shape(), fut.0.shape());

        let mut wb: WorkBuffers;
        let (y, k, tmp) = if let Some(x) = work_buffers {
            (&mut x.y, &mut x.buf, &mut x.tmp)
        } else {
            wb = WorkBuffers::new(self.nx(), self.ny());
            (&mut wb.y, &mut wb.buf, &mut wb.tmp)
        };

        for i in 0..4 {
            // y = y0 + c*kn
            y.assign(&self);
            match i {
                0 => {}
                1 | 2 => {
                    y.scaled_add(1.0 / 2.0 * dt, &k[i - 1]);
                }
                3 => {
                    y.scaled_add(dt, &k[i - 1]);
                }
                _ => {
                    unreachable!();
                }
            };

            RHS(&mut k[i], &y, grid, tmp);
        }

        Zip::from(&mut fut.0)
            .and(&self.0)
            .and(&*k[0])
            .and(&*k[1])
            .and(&*k[2])
            .and(&*k[3])
            .apply(|y1, &y0, &k1, &k2, &k3, &k4| {
                *y1 = y0 + dt / 6.0 * (k1 + 2.0 * k2 + 2.0 * k3 + k4)
            });
    }
}

#[allow(non_snake_case)]
/// This flux is rotated by the grid metrics
/// (Au)_x + (Bu)_y = 1/J [
///          (J xi_x Au)_xi + (J eta_x Au)_eta
///          (J xi_y Bu)_xi + (J eta_y Bu)_eta
///      ]
/// where J is the grid determinant
///
/// This is used both in fluxes and SAT terms
fn RHS<SBP: SbpOperator>(
    k: &mut Field,
    y: &Field,
    grid: &Grid<SBP>,
    tmp: &mut (Array2<f32>, Array2<f32>, Array2<f32>, Array2<f32>),
) {
    fluxes(k, y, grid, tmp);

    SAT_characteristics(k, y, grid);

    azip!((k in &mut k.0,
                    &detj in &grid.detj.broadcast((3, y.ny(), y.nx())).unwrap()) {
        *k /= detj;
    });
}

fn fluxes<SBP: SbpOperator>(
    k: &mut Field,
    y: &Field,
    grid: &Grid<SBP>,
    tmp: &mut (Array2<f32>, Array2<f32>, Array2<f32>, Array2<f32>),
) {
    // ex = hz_y
    {
        ndarray::azip!((a in &mut tmp.0,
                        &dxi_dy in &grid.detj_dxi_dy,
                        &hz in &y.hz())
            *a = dxi_dy * hz
        );
        SBP::diffxi(tmp.0.view(), tmp.1.view_mut());

        ndarray::azip!((b in &mut tmp.2,
                        &deta_dy in &grid.detj_deta_dy,
                        &hz in &y.hz())
            *b = deta_dy * hz
        );
        SBP::diffeta(tmp.2.view(), tmp.3.view_mut());

        ndarray::azip!((flux in &mut k.ex_mut(), &ax in &tmp.1, &by in &tmp.3)
            *flux = ax + by
        );
    }

    {
        // hz = -ey_x + ex_y
        ndarray::azip!((a in &mut tmp.0,
                        &dxi_dx in &grid.detj_dxi_dx,
                        &dxi_dy in &grid.detj_dxi_dy,
                        &ex in &y.ex(),
                        &ey in &y.ey())
            *a = dxi_dx * -ey + dxi_dy * ex
        );
        SBP::diffxi(tmp.0.view(), tmp.1.view_mut());

        ndarray::azip!((b in &mut tmp.2,
                        &deta_dx in &grid.detj_deta_dx,
                        &deta_dy in &grid.detj_deta_dy,
                        &ex in &y.ex(),
                        &ey in &y.ey())
            *b = deta_dx * -ey + deta_dy * ex
        );
        SBP::diffeta(tmp.2.view(), tmp.3.view_mut());

        ndarray::azip!((flux in &mut k.hz_mut(), &ax in &tmp.1, &by in &tmp.3)
            *flux = ax + by
        );
    }

    // ey = -hz_x
    {
        ndarray::azip!((a in &mut tmp.0,
                        &dxi_dx in &grid.detj_dxi_dx,
                        &hz in &y.hz())
            *a = dxi_dx * -hz
        );
        SBP::diffxi(tmp.0.view(), tmp.1.view_mut());

        azip!((b in &mut tmp.2,
                        &deta_dx in &grid.detj_deta_dx,
                        &hz in &y.hz())
            *b = deta_dx * -hz
        );
        SBP::diffeta(tmp.2.view(), tmp.3.view_mut());

        azip!((flux in &mut k.ey_mut(), &ax in &tmp.1, &by in &tmp.3)
            *flux = ax + by
        );
    }
}

#[allow(non_snake_case)]
fn SAT_characteristics<SBP: SbpOperator>(k: &mut Field, y: &Field, grid: &Grid<SBP>) {
    // Boundary conditions (SAT)
    let ny = y.ny();
    let nx = y.nx();

    fn positive_flux(kx: f32, ky: f32) -> [[f32; 3]; 3] {
        let r = (kx * kx + ky * ky).sqrt();
        [
            [ky * ky / r / 2.0, ky / 2.0, -kx * ky / r / 2.0],
            [ky / 2.0, r / 2.0, -kx / 2.0],
            [-kx * ky / r / 2.0, -kx / 2.0, kx * kx / r / 2.0],
        ]
    }
    fn negative_flux(kx: f32, ky: f32) -> [[f32; 3]; 3] {
        let r = (kx * kx + ky * ky).sqrt();
        [
            [-ky * ky / r / 2.0, ky / 2.0, kx * ky / r / 2.0],
            [ky / 2.0, -r / 2.0, -kx / 2.0],
            [kx * ky / r / 2.0, -kx / 2.0, -kx * kx / r / 2.0],
        ]
    }

    {
        // East boundary
        let hinv = 1.0 / (SBP::h()[0] / (nx - 1) as f32);
        let g = y.slice(s![.., .., 0]);
        for ((((mut k, v), g), &kx), &ky) in k
            .slice_mut(s![.., .., nx - 1])
            .gencolumns_mut()
            .into_iter()
            .zip(y.slice(s![.., .., nx - 1]).gencolumns())
            .zip(g.gencolumns())
            .zip(grid.detj_dxi_dx.slice(s![.., nx - 1]))
            .zip(grid.detj_dxi_dy.slice(s![.., nx - 1]))
        {
            // East boundary, positive flux
            let tau = -1.0;

            let v = (v[0], v[1], v[2]);
            let g = (g[0], g[1], g[2]);

            let plus = positive_flux(kx, ky);

            k[0] += tau
                * hinv
                * (plus[0][0] * (v.0 - g.0) + plus[0][1] * (v.1 - g.1) + plus[0][2] * (v.2 - g.2));
            k[1] += tau
                * hinv
                * (plus[1][0] * (v.0 - g.0) + plus[1][1] * (v.1 - g.1) + plus[1][2] * (v.2 - g.2));
            k[2] += tau
                * hinv
                * (plus[2][0] * (v.0 - g.0) + plus[2][1] * (v.1 - g.1) + plus[2][2] * (v.2 - g.2));
        }
    }
    {
        // West boundary, negative flux
        let hinv = 1.0 / (SBP::h()[0] / (nx - 1) as f32);
        let g = y.slice(s![.., .., nx - 1]);
        for ((((mut k, v), g), &kx), &ky) in k
            .slice_mut(s![.., .., 0])
            .gencolumns_mut()
            .into_iter()
            .zip(y.slice(s![.., .., 0]).gencolumns())
            .zip(g.gencolumns())
            .zip(grid.detj_dxi_dx.slice(s![.., 0]))
            .zip(grid.detj_dxi_dy.slice(s![.., 0]))
        {
            let tau = 1.0;

            let v = (v[0], v[1], v[2]);
            let g = (g[0], g[1], g[2]);

            let minus = negative_flux(kx, ky);

            k[0] += tau
                * hinv
                * (minus[0][0] * (v.0 - g.0)
                    + minus[0][1] * (v.1 - g.1)
                    + minus[0][2] * (v.2 - g.2));
            k[1] += tau
                * hinv
                * (minus[1][0] * (v.0 - g.0)
                    + minus[1][1] * (v.1 - g.1)
                    + minus[1][2] * (v.2 - g.2));
            k[2] += tau
                * hinv
                * (minus[2][0] * (v.0 - g.0)
                    + minus[2][1] * (v.1 - g.1)
                    + minus[2][2] * (v.2 - g.2));
        }
    }

    {
        let g = y.slice(s![.., 0, ..]);
        let hinv = 1.0 / (SBP::h()[0] / (ny - 1) as f32);
        for ((((mut k, v), g), &kx), &ky) in k
            .slice_mut(s![.., ny - 1, ..])
            .gencolumns_mut()
            .into_iter()
            .zip(y.slice(s![.., ny - 1, ..]).gencolumns())
            .zip(g.gencolumns())
            .zip(grid.detj_deta_dx.slice(s![ny - 1, ..]))
            .zip(grid.detj_deta_dy.slice(s![ny - 1, ..]))
        {
            // North boundary, positive flux
            let tau = -1.0;
            let v = (v[0], v[1], v[2]);
            let g = (g[0], g[1], g[2]);

            let plus = positive_flux(kx, ky);

            k[0] += tau
                * hinv
                * (plus[0][0] * (v.0 - g.0) + plus[0][1] * (v.1 - g.1) + plus[0][2] * (v.2 - g.2));
            k[1] += tau
                * hinv
                * (plus[1][0] * (v.0 - g.0) + plus[1][1] * (v.1 - g.1) + plus[1][2] * (v.2 - g.2));
            k[2] += tau
                * hinv
                * (plus[2][0] * (v.0 - g.0) + plus[2][1] * (v.1 - g.1) + plus[2][2] * (v.2 - g.2));
        }
    }

    {
        let g = y.slice(s![.., ny - 1, ..]);
        let hinv = 1.0 / (SBP::h()[0] / (ny - 1) as f32);
        for ((((mut k, v), g), &kx), &ky) in k
            .slice_mut(s![.., 0, ..])
            .gencolumns_mut()
            .into_iter()
            .zip(y.slice(s![.., 0, ..]).gencolumns())
            .zip(g.gencolumns())
            .zip(grid.detj_deta_dx.slice(s![0, ..]))
            .zip(grid.detj_deta_dy.slice(s![0, ..]))
        {
            // South boundary, negative flux

            let tau = 1.0;
            let v = (v[0], v[1], v[2]);
            let g = (g[0], g[1], g[2]);

            let minus = negative_flux(kx, ky);

            k[0] += tau
                * hinv
                * (minus[0][0] * (v.0 - g.0)
                    + minus[0][1] * (v.1 - g.1)
                    + minus[0][2] * (v.2 - g.2));
            k[1] += tau
                * hinv
                * (minus[1][0] * (v.0 - g.0)
                    + minus[1][1] * (v.1 - g.1)
                    + minus[1][2] * (v.2 - g.2));
            k[2] += tau
                * hinv
                * (minus[2][0] * (v.0 - g.0)
                    + minus[2][1] * (v.1 - g.1)
                    + minus[2][2] * (v.2 - g.2));
        }
    }
}

pub struct WorkBuffers {
    y: Field,
    buf: [Field; 4],
    tmp: (Array2<f32>, Array2<f32>, Array2<f32>, Array2<f32>),
}

impl WorkBuffers {
    pub fn new(nx: usize, ny: usize) -> Self {
        let arr2 = Array2::zeros((ny, nx));
        let arr3 = Field::new(nx, ny);
        Self {
            y: arr3.clone(),
            buf: [arr3.clone(), arr3.clone(), arr3.clone(), arr3],
            tmp: (arr2.clone(), arr2.clone(), arr2.clone(), arr2),
        }
    }
}