FieldData structs implemented

This commit is contained in:
Robin
2024-12-20 18:46:18 +01:00
parent ac63abe93a
commit 0db764c52f
10 changed files with 196 additions and 90 deletions

View File

@@ -1,6 +1,5 @@
import numpy as np
from netCDF4 import Dataset
from math import prod
# Load the NetCDF file
file_path = 'data/MERRA2_400.inst6_3d_ana_Np.20120101.nc4'
@@ -11,20 +10,24 @@ print(ncfile.variables.keys())
U = ncfile.variables['T'][:]
# Check the shape of the variable
print(f"Shape of U: {U.shape} and total length is {prod(U.shape)}")
# Check the shape of the variable
print("Shape of U:", U.shape)
# Compute the mean of the variable across all axes (for all elements in U)
U_mean = np.mean(U)
U_sum = np.sum(U)
# Print the mean
print("Mean of U:", U_mean)
print(f"{U[0,0,0,1]=}")
is_masked = np.ma.isMaskedArray(U)
print(f"Is U a masked array? {is_masked}")
masked_count = np.ma.count_masked(U)
print("Number of masked values in U:", masked_count)
print("Sum of U:", U_sum)
sumval = 0
row = U[0,0,100]
for val in row:
if not np.ma.is_masked(val):
sumval += val
print(f"Why does {np.sum(row)=} not equal {sumval=} ?!")
# Close the NetCDF file
ncfile.close()
ncfile.close()