html_url,issue_url,id,node_id,user,created_at,updated_at,author_association,body,reactions,performed_via_github_app,issue
https://github.com/pydata/xarray/issues/5484#issuecomment-863347586,https://api.github.com/repos/pydata/xarray/issues/5484,863347586,MDEyOklzc3VlQ29tbWVudDg2MzM0NzU4Ng==,80449808,2021-06-17T15:39:33Z,2021-06-17T15:39:33Z,NONE," i am not yet experimenting enough on python. My problem is that I wrote some code to draw a line using a colon at the beginning and at the end of my line I used numpy exclusively and since it is an xrarray array it takes me a long time. My data is all of dimensions lat, lon, SST, (1501,2001), and here is my code:

        import xarray as xr
        import glob
        from numpy import *
        import numpy as np
        import matplotlib.pyplot as plt
        from scipy.signal import get_window
        import math
        import pandas as pd
        import numpy as np
        
        filepaths_TEMP = ""./ 2014 / MUR-SST_2014__Day_027_27-Jan-2014.nc""
        
        data_sst = xr.open_dataset (filepaths_TEMP)
        lon_sst = data_sst.variables ['lon'] [:]
        lat_sst = data_sst.variables ['lat'] [:] #
        sst = data_sst.variables ['SST'] [:]
        #% to draw the line
        latlim = [50, 50.5];
        lonlim = [-10.2];
        n1 = 1200; #% number of point along profile
        delta_lon = -10 - (2);
        delta_lat = 50 - 50.5;
        
        #cd (input_path1)
        #matfiles = dir (fullfile ('*. nc'));
        # %%
        Flat = latlim [1] + np.arange (0, n1) * delta_lat / n1
        Plon = lonlim [1] + np.arange (0, n1) * delta_lon / n1
        transect = np.zeros ((1200,1))
        for ii in range (0, len (Flat)):
              
            lat_S1 = Flat [ii];
            lon_S1 = Plon [ii];
            a_1 = abs (lat_S1-lat_sst);
            a_2 = abs (lon_S1-lon_sst);
            a_3 = (a_1 + a_2);
            m_3 = a_3 [:]. min ()
            [px, py] = np.where (m_3 == a_3);
            px = px [0];
            py = py [0]; # clear a_1 a_2 a_3 m_3
            transect [ii] = sst [px, py];

My question is, isn't there a way to make it simpler and faster, especially thank you very much in advance.","{""total_count"": 0, ""+1"": 0, ""-1"": 0, ""laugh"": 0, ""hooray"": 0, ""confused"": 0, ""heart"": 0, ""rocket"": 0, ""eyes"": 0}",,924030841