diff --git a/WesCfsr.py b/WesCfsr.py new file mode 100644 index 0000000..7c74a53 --- /dev/null +++ b/WesCfsr.py @@ -0,0 +1,102 @@ +# -*- coding: utf-8 -*- +""" +Created on Tue Feb 11 16:39:25 2020 +@author: Wesley Davis +""" +from netCDF4 import Dataset as dt +import numpy as np + +# There are better ways, but let's make a list of possible months for now +mon_list = ['June', 'July', 'Aug', 'Sep'] +# Actually, all you use it for is the filename, so let's make a +# list of months numbered for file names +mon_list = ['06', '07', '08', '09'] +# June = glob('*06.grb2.nc') +# July = glob('*07.grb2.nc') +# Aug = glob('*08.grb2.nc') +# Sep = glob('*09.grb2.nc') + + +def GetMonthArray(file_name, min_lat, max_lat, + min_lon, max_lon, var='V_GRD_L100'): + """ + This function takes the month and the data and stacks up + all the arrays + + SIDENOTE: anyone hiring will really like a docstring like + this for any functions on your github. + SIDENOTE2: Notice there are no numbers hard coded into this + function. That way you can call it from anywhere + with any changes you want to make, like increasing + the latitude + SIDENOTE3: This is a good way to open a dataset like this + because after this function runs, the dataset + is not left in memory + + Parameters + ---------- + file_name : str + A three letter string for the month + lat and long variables: integer + These are the min and max latitude and longitude of + interest in grid format + var : str + The NETCDF 4 variable name that you want to extract + * Optional, it will use 'V_GRD_L100' if nothing is given + + Returns + ------- + arr : numpy array + 3 dimensional numpy array of form: + [4 * days in month, max_lat - min_lat, max_lon - min_lon] + example for June is [120, 17, 11] + """ + full_data = dt(file_name, 'r') + chopped_data = np.array(full_data.variables[var][:, + min_lat:max_lat, + min_lon:max_lon]) + return chopped_data + +# Anyone hiring by looking through your github, won't like +# any hard coded numbers. I can show you how to make it figure +# all of these by itself + +# set first year of data +bgn_yr = 1979 + +# Set how many years +yrs = 27 + +# Set min, max lats and longs (are these still correct? MATLAB +# starts at 1 and python starts at 0) +min_lat = 150 +max_lat = 167 +min_lon = 670 +max_lon = 681 + +# This is to initialize the variables +# I know Scott does it all the time, but +# it's really unnesessary +JUNE_ALL = np.zeros([120, max_lat - min_lat, max_lon - min_lon]) +JULY_ALL = np.zeros([124, max_lat - min_lat, max_lon - min_lon]) +AUG_ALL = np.zeros([124, max_lat - min_lat, max_lon - min_lon]) +SEP_ALL = np.zeros([120, max_lat - min_lat, max_lon - min_lon]) +# I wouldn't initialize them, because if you make functions +# that you will want to use with different datasets they might +# be different sizes. I will show you pandas soon, which will +# make all this easier, but for now let's leave it, but without +# the number of years. + +for i in range(bgn_yr, bgn_yr + yrs): # This will cycle through the years + for j in mon_list: # This will cycle through the months + file_name = "wnd700.gdas.{}{}.grb2.nc".format(i, j) + arr = GetMonthArray(file_name, min_lat, max_lat, + min_lon, max_lon) + if j == '06': + JUNE_ALL = np.stack((JUNE_ALL, arr), axis=4) + if j == '07': + JULY_ALL = np.stack((JULY_ALL, arr), axis=4) + if j == '08': + AUG_ALL = np.stack((AUG_ALL, arr), axis=4) + if j == '09': + SEP_ALL = np.stack((SEP_ALL, arr), axis=4) diff --git a/data/wnd700.gdas.197906.grb2.nc b/data/wnd700.gdas.197906.grb2.nc new file mode 100644 index 0000000..fcbf0f0 --- /dev/null +++ b/data/wnd700.gdas.197906.grb2.nc @@ -0,0 +1,10 @@ +This is line 1 +This is line 2 +This is line 3 +This is line 4 +This is line 5 +This is line 6 +This is line 7 +This is line 8 +This is line 9 +This is line 10 diff --git 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