with statement and context manager in Python

The Python with statement creates a runtime context that allows you to run a group of statements under the control of a context manager.
Context manager is a mechanism for the automatic setup and teardown of resources - in this case for open files.

with open("data.txt") as f:
  for line in f:
    print(line.strip())

So, there is no need of f.close()