A package for reading and processing tabular data files for analytical applications
Project description
tablefile package for python for reading a data file with multiple columns separated by space or any other character
Install command:
pip install tablefile
Use example:
from tablefile import *
f1=file("C:/Folder/SubFolder/data-file-name.txt","\t") # Last argument here specifies the column separator (here tab).
# or
f1=file("C:/Folder/SubFolder/data-file-name.txt") #If separator is blank or space (" ") one need not specify separator.
lines=f1.read() # or 'f1.read("l/c")'. This will read all the lines and store in 'lines' as list array
cols=f1.read("c/l")# Will read all the columns and store in 'cols' as list array
average=f1.read("av") # Calculates and stores column-wise average values in a list
sum=f1.read("sm") # Calculates and stores column-wise sum values in a list
std=f1.read("sd") # Calculates and stores column-wise standard deviation for a population in a list
stds=f1.read("sds") # Calculates and stores column-wise standard deviation for a sample in a list
min=f1.read("mn") # Calculates and stores column-wise minimum values in a list
max=f1.read("mx") # Calculates and stores column-wise maximum values in a list
print(lines[i][j]) # Prints column j element of line number i (e.g. for 1st line i=0 and for 1st column j=0)
print(cols[i][j]) # Prints column i element of line number j
print("Average=",average,"Sum=",sum,"Sigma_population=",std,"Sigma_sample=",stds,"Maximum=",max,"Minimum=",min)
# In the below operations the argument can be any 'list'
List_converted=convert(cols[0],'(x**2+sin(x))/2') # converts elements of a list by following any pre-defined expression
Value_sum=sm(cols[0]) # Summation of numeric elements.
Value_av=av(cols[0]) # Average of numeric elements.
Value_sd=sd(cols[0]) # Standard deviation of numeric elements.
Value_sd_sample=sds(cols[0]) # Standard deviation of numeric elements.
Value_mx=mx(cols[0]) # Maximum of numeric elements.
Value_mn=mn(cols[0]) # Minimum of numeric elements.
print(List_converted,Value_sum,Value_av,Value_sd,Value_sd_sample,Value_mx,Value_mn)
# **In all above cases Strings will be neglected during the calculation**
For details please follow the link https://www.respt.in/p/python-package-tablefile.html
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