astroimsim-data 0.1.5

Data package for astroimsim ecosystem.
Documentation 
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use std::fs;
use astroimsim_geometry::coordinate_system::CoordinateSystem;
use astroimsim_geometry::grid2d::{Corners, GRID2D};
use astroimsim_geometry::points::Point;
use crate::psf::{DataFile, PSF, Load};

#[derive(Debug)]
pub struct PsfGrid {
    label:&'static str,
    grid: GRID2D,
    data:Vec<(usize,PSF)>,
    valid: bool,
    directory_path:&'static str,
    center_fits_keys:(&'static str, &'static str),

}

impl PsfGrid{
    pub fn new(label:&'static str,grid: GRID2D,directory_path:&'static str,center_fits_keys:(&'static str, &'static str)) -> PsfGrid{
        PsfGrid{
            label,
            data: vec![],
            grid: grid,
            valid:false,
            directory_path,
            center_fits_keys,
        }
    }
    pub fn load_data_frames(&mut self, x_num:usize,y_num:usize){
        println!("Loading data frames into grid. This overwrites any data previously loaded");
        let mut data = vec![];
        let paths = fs::read_dir(self.directory_path).unwrap();
        let mut counter = 0;
        for path in paths {
            println!("loading {:?}",path);
            counter += 1;
            let path = path.unwrap().path();

            let frame = PSF::load_file(
                path,
                (Load::FromKey(self.center_fits_keys.0.to_string()), Load::FromKey(self.center_fits_keys.1.to_string())),
                (Load::FromValue(self.grid.x_size),Load::FromValue(self.grid.y_size)),
                x_num,y_num,
            );
            let frame_index = frame.snap_to_grid(&self.grid);
            data.push((frame_index,frame))
        }
        data.sort_by_key(|x|x.0);
        self.data = data;
        println!("Loaded {counter} files into a Grid Struct from {:?}",self.directory_path);
        assert_eq!(counter,self.grid.num_points,"Loaded the wrong number of PSF files");
    }



    pub fn validate(&mut self) -> bool {
        //check to make sure there are the same number of data frames as there are grid points
        if self.data.len() != self.grid.num_points{
            println!("Validation failed: expected {:?} data frames, have {:?}",self.grid.num_points,self.data.len());
            self.valid = false;
            return false
        };
        //check to make sure that every grid point has a data frame
        let mut missing = Vec::new();
        let mut counter = 0;
        for grid_number in 0..self.grid.num_points{
            counter += 1;
            if !self.data.iter().any(|(index,_)| *index==grid_number) {
                missing.push(grid_number)
            }
        };
        if missing.len() > 0{
            println!("Validation failed! Missing data frames for the following grid positions: {:?} ",missing);
            self.valid = false;
            false
        }else{
            self.data.sort_by_key(|x|x.0);
            self.valid = true;
            true
        }}


    pub fn interpolated_psf(&self, point:&Point) -> Vec<Vec<f32>>{
        //println!("Converting from {:?}", point);

        //  println!("To {:?}",(x,y));


        let interpolation_data = self.grid.interpolation_coefficients(&point.clone());

        /*
        let psf_files = interpolation_data.corners
            .iter()
            .map(|index|self.data[index].clone()).collect();
        let q11 = self.data[Q11].clone();
        let q12 = self.data[Q12].clone();
        let q21 = self.data[Q21].clone();
        let q22 = self.data[Q22].clone();

        assert_eq!(q11.0,Q11);
        assert_eq!(q12.0,Q12);
        assert_eq!(q21.0,Q21);
        assert_eq!(q22.0,Q22);

        let interpolated_data:Vec<f32> =
            q11.1.data.into_iter().flatten().zip(
                q12.1.data.into_iter().flatten().zip(
                    q21.1.data.into_iter().flatten().zip(
                        q22.1.data.into_iter().flatten()))).map(
                |(q11,(q12,(q21,q22)))| {
                    (q11*c11 as f32 + q12*c12 as f32 + q21*c21 as f32 + q22*c22 as f32)/normalization as f32
                }).collect();
        PSF::repack_data(interpolated_data)

         */
        vec![vec![]]



    }




    pub fn grid_psf(&self, index:usize)-> Vec<Vec<f32>>{
        let (i, psf) = self.data[index].clone();
        assert_eq!(index,i);
        psf.data

    }

}