[python] How to measure time taken between lines of code in python?

With a help of a small convenience class, you can measure time spent in indented lines like this:

with CodeTimer():
   line_to_measure()
   another_line()
   # etc...

Which will show the following after the indented line(s) finishes executing:

Code block took: x.xxx ms

UPDATE: You can now get the class with pip install linetimer and then from linetimer import CodeTimer. See this GitHub project.

The code for above class:

import timeit

class CodeTimer:
    def __init__(self, name=None):
        self.name = " '"  + name + "'" if name else ''

    def __enter__(self):
        self.start = timeit.default_timer()

    def __exit__(self, exc_type, exc_value, traceback):
        self.took = (timeit.default_timer() - self.start) * 1000.0
        print('Code block' + self.name + ' took: ' + str(self.took) + ' ms')

You could then name the code blocks you want to measure:

with CodeTimer('loop 1'):
   for i in range(100000):
      pass

with CodeTimer('loop 2'):
   for i in range(100000):
      pass

Code block 'loop 1' took: 4.991 ms
Code block 'loop 2' took: 3.666 ms

And nest them:

with CodeTimer('Outer'):
   for i in range(100000):
      pass

   with CodeTimer('Inner'):
      for i in range(100000):
         pass

   for i in range(100000):
      pass

Code block 'Inner' took: 2.382 ms
Code block 'Outer' took: 10.466 ms

Regarding timeit.default_timer(), it uses the best timer based on OS and Python version, see this answer.

Examples related to python

programming a servo thru a barometer Is there a way to view two blocks of code from the same file simultaneously in Sublime Text? python variable NameError Why my regexp for hyphenated words doesn't work? Comparing a variable with a string python not working when redirecting from bash script is it possible to add colors to python output? Get Public URL for File - Google Cloud Storage - App Engine (Python) Real time face detection OpenCV, Python xlrd.biffh.XLRDError: Excel xlsx file; not supported Could not load dynamic library 'cudart64_101.dll' on tensorflow CPU-only installation

Examples related to time

Date to milliseconds and back to date in Swift How to manage Angular2 "expression has changed after it was checked" exception when a component property depends on current datetime how to sort pandas dataframe from one column Convert time.Time to string How to get current time in python and break up into year, month, day, hour, minute? Xcode swift am/pm time to 24 hour format How to add/subtract time (hours, minutes, etc.) from a Pandas DataFrame.Index whos objects are of type datetime.time? What does this format means T00:00:00.000Z? How can I parse / create a date time stamp formatted with fractional seconds UTC timezone (ISO 8601, RFC 3339) in Swift? Extract time from moment js object

Examples related to profiling

Measuring execution time of a function in C++ Calculate summary statistics of columns in dataframe How to measure time taken between lines of code in python? How do I measure the execution time of JavaScript code with callbacks? How to find the default JMX port number? Measuring function execution time in R Where is the Query Analyzer in SQL Server Management Studio 2008 R2? W3WP.EXE using 100% CPU - where to start? How to set the maximum memory usage for JVM? What is perm space?

Examples related to measure

How do I measure request and response times at once using cURL? How to measure time taken between lines of code in python? How to measure elapsed time in Python? How to retrieve the dimensions of a view?