Log functions in Python

31 Oct, 2021
Python offers many inbuild logarithmic functions under the module “math” which allows us to compute logs using a single line. There are 4 variants of logarithmic functions, all of which are discussed in this article.1. log(a,(Base)) : This function is used to compute the natural logarithm (Base e) of a. If 2 arguments are passed, it computes the logarithm of the desired base of argument a, numerically value of log(a)/log(Base). 
Syntax :
math.log(a,Base)
Parameters : 
a : The numeric value
Base :  Base to which the logarithm has to be computed.
Return Value : 
Returns natural log if 1 argument is passed and log with
specified base if 2 arguments are passed.
Exceptions : 
Raises ValueError if a negative no. is passed as argument.
Python3
# Python code to demonstrate the working of# log(a,Base) import math # Printing the log base e of 14print ("Natural logarithm of 14 is : ", end="")print (math.log(14)) # Printing the log base 5 of 14print ("Logarithm base 5 of 14 is : ", end="")print (math.log(14,5))
Output : 
Natural logarithm of 14 is : 2.6390573296152584
Logarithm base 5 of 14 is : 1.6397385131955606
2. log2(a) : This function is used to compute the logarithm base 2 of a. Displays more accurate result than log(a,2).
Syntax :
math.log2(a)
Parameters : 
a : The numeric value
Return Value : 
Returns logarithm base 2 of a
Exceptions : 
Raises ValueError if a negative no. is passed as argument.
Python3
# Python code to demonstrate the working of# log2(a) import math # Printing the log base 2 of 14print ("Logarithm base 2 of 14 is : ", end="")print (math.log2(14))
Output : 
Logarithm base 2 of 14 is : 3.807354922057604
3. log10(a) : This function is used to compute the logarithm base 10 of a. Displays more accurate result than log(a,10).
Syntax :
math.log10(a)
Parameters : 
a : The numeric value
Return Value : 
Returns logarithm base 10 of a
Exceptions : 
Raises ValueError if a negative no. is passed as argument.
Python3
# Python code to demonstrate the working of# log10(a) import math # Printing the log base 10 of 14print ("Logarithm base 10 of 14 is : ", end="")print (math.log10(14))
Output : 
Logarithm base 10 of 14 is : 1.146128035678238
3. log1p(a) : This function is used to compute logarithm(1+a) . 
Syntax :
math.log1p(a)
Parameters : 
a : The numeric value
Return Value : 
Returns log(1+a)
Exceptions : 
Raises ValueError if a negative no. is passed as argument.
Python3
# Python code to demonstrate the working of# log1p(a) import math # Printing the log(1+a) of 14print ("Logarithm(1+a) value of 14 is : ", end="")print (math.log1p(14))
Output : 
Logarithm(1+a) value of 14 is : 2.70805020110221
1. ValueError : This function returns value error if number is negative. 
Python3
# Python code to demonstrate the Exception of# log(a) import math # Printing the log(a) of -14# Throws Exceptionprint ("log(a) value of -14 is : ", end="")print (math.log(-14))
Output : 
log(a) value of -14 is : 
Runtime Error : 
Traceback (most recent call last):
  File "/home/8a74e9d7e5adfdb902ab15712cbaafe2.py", line 9, in 
    print (math.log(-14))
ValueError: math domain error
One of the application of log10() function is that it is used to compute the no. of digits of a number. Code below illustrates the same.
Python3
# Python code to demonstrate the Application of# log10(a) import math # Printing no. of  digits in 73293print ("The number of digits in 73293 are : ", end="")print (int(math.log10(73293) + 1))
Output : 
The number of digits in 73293 are : 5
This article is contributed by Manjeet Singh. If you like GeeksforGeeks and would like to contribute, you can also write an article using write.geeksforgeeks.org or mail your article to review-team@geeksforgeeks.org. See your article appearing on the GeeksforGeeks main page and help other Geeks.Please write comments if you find anything incorrect, or you want to share more information about the topic discussed above.
jatinchellani02
Python-Library
Python
Writing code in comment?
Please use ide.geeksforgeeks.org,
generate link and share the link here.