Python Modules Tutorial

In this tutorial we learn how to create external code libraries in Python, also known as modules. We cover how to create modules, import them or specific code inside them and how to reload a module at runtime.

Here's a table of contents of what you'll learn in this lesson:
(click on a link to skip to its section)

Let's jump right in.

What is a module?

A module in Python can be defined as an external code library. A separate file containing its own data containers, functions and classes, to further help us break up and organize our code.

Any file with the .py extension can be a module, which can be imported into any other Python file.

When a module is imported, everything inside the module file is essentially copied into main file and can be accessed with dot notation.

How to create a module

As we’ve mentioned, any .py file can be a module. So let’s create one for this lesson.

  1. Create a new file in your IDE and name it
    Or, in PyCharm, right-click on the project folder in the Explorer pane, select New > Python File and name it include.

Next, in the new file write a simple Python variable with a value.

 message = "Hello World"

How to import a whole module

The import statement is used to import all the code from the module into another .py file.

We can import and use the functionality of any .py file into any other .py file.

 import module_1, module_2, module_3, ...
Example: in the file we want to import from
import include

# access code from imported file

In the example above we import the include file and then access it by specifying the file name, followed by a dot operator and the data-container / function / class we want to access.

How to import specific code from within a module

The from import statement allows us to pick a data container / function / class from a module and only import that.

 from module_name import item1, item2, item3, ...
Example: In the file
# not accessed
message = "Hello World"

# accessed
greeting = "Hello there"
Example: In the main file
from include import greeting

# access code from imported file

Because we don’t import the whole module, we don’t need to specify the module name when we access the item from the file.

We can also use the from import statement to include a full module with a *.

Example: import all the code from a module
from include import *

# access code from imported file

In the example above we use the * to indicate we want to import everything. We then have access to both variables and not just the greeting variable.

It’s always better to use the from import if we know in advance which items we want to import from the module. Our code is lighter because we don’t import anything we don’t need.

How to rename a module

When we import a whole module we can create an alias for it with the as keyword.

Let’s consider our file. When we import it, and reference the code within, we have to use the file name as accessor.

To make it easier and faster to type we specify an alias for that we can use when we access its items.

 import module_name as alias_name
import include as inc

# access code from imported file

In the example above, we name our alias “inc” so that when we have to use it to access the variable inside the module we don’t have to type so much.

How to access built-in modules

Python has several built in modules, such as the math module, that contain useful functionality that we can import or import specific code from.

Example: access the built-in math module
import math

print("Pi = ", math.pi)
print("Pi to ceiling = ", math.ceil(math.pi))

In the example above we access the variable “pi” and a function “ceil” from the math module.

Modules exist all over the internet with useful functionality that we can use. If we can think of it, it has most likely already been created into a module.

How to list all functionality in a module with the dir() function

Python has a nice built-in function that allows us to see the names of data containers / functions / classes in any imported module.

Example: list everything in a module
import math


In the example above we list everything inside the math module.

We must import the file before we can list its contents.

How to reload a module at runtime

The interpreter only imports a module once during a session. It makes things more efficient. But, if our module code changed after it was imported, the changes would not be registered until the interpreter restarted.

Python allows us to use the reload() function to re-import a module at runtime.

Example: in the file
 print("Code executed")

The code above will automatically print when the module is imported.

Example: in the main file
import include
import include
import include

When we run the example above, we can see that the print statement from the module only printed once even though it was included 3 times.

When we reload, the interpreter will re-import the file but we need to import the reload() function itself from importlib .

Example: in the main file
# import reload() function
from importlib import reload

import include
import include
import include

# reload the imported file

In the example above, we first import the reload function from importlib. Then, we import the include file a few times to show that it only imports it once. Finally, we reload the file. We can see that when the file reloaded it printed the “Code executed” statement again.

List of available modules

We can see all the modules in Python with the help() function. To display the list of modules we pass the word “modules” as a value.


It may take some time to render the list.

PythonTutorial      _tkinter            gettext             runpy
__future__          _tracemalloc        glob                sched
_abc                _warnings           gzip                secrets
_ast                _weakref            hashlib             select
_asyncio            _weakrefset         heapq               selectors
_bisect             _winapi             hmac                setuptools
_blake2             abc                 html                shelve
_bootlocale         aifc                http                shlex
_bz2                antigravity         idlelib             shutil
_codecs             argparse            imaplib             signal
_codecs_cn          array               imghdr              site
_codecs_hk          ast                 imp                 smtpd
_codecs_iso2022     asynchat            importlib           smtplib
_codecs_jp          asyncio             include             sndhdr
_codecs_kr          asyncore            inspect             socket
_codecs_tw          atexit              io                  socketserver
_collections        audioop             ipaddress           sqlite3
_collections_abc    base64              itertools           sre_compile
_compat_pickle      bdb                 json                sre_constants
_compression        binascii            keyword             sre_parse
_contextvars        binhex              lib2to3             ssl
_csv                bisect              linecache           stat
_ctypes             builtins            locale              statistics
_ctypes_test        bz2                 logging             string
_datetime           cProfile            lzma                stringprep
_decimal            calendar            macpath             struct
_dummy_thread       cgi                 mailbox             subprocess
_elementtree        cgitb               mailcap             sunau
_functools          chunk               marshal             symbol
_hashlib            cmath               math                symtable
_heapq              cmd                 mimetypes           sys
_imp                code                mmap                sysconfig
_io                 codecs              modulefinder        tabnanny
_json               codeop              msilib              tarfile
_locale             collections         msvcrt              telnetlib
_lsprof             colorsys            multiprocessing     tempfile
_lzma               compileall          netrc               test
_markupbase         concurrent          nntplib             textwrap
_md5                configparser        nt                  this
_msi                contextlib          ntpath              threading
_multibytecodec     contextvars         nturl2path          time
_multiprocessing    copy                numbers             timeit
_opcode             copyreg             opcode              tkinter
_operator           crypt               operator            token
_osx_support        csv                 optparse            tokenize
_overlapped         ctypes              os                  trace
_pickle             curses              parser              traceback
_py_abc             dataclasses         pathlib             tracemalloc
_pydecimal          datetime            pdb                 tty
_pyio               dbm                 pickle              turtle
_queue              decimal             pickletools         turtledemo
_random             difflib             pip                 types
_sha1               dis                 pipes               typing
_sha256             distutils           pkg_resources       unicodedata
_sha3               doctest             pkgutil             unittest
_sha512             dummy_threading     platform            urllib
_signal             easy_install        plistlib            uu
_sitebuiltins       email               poplib              uuid
_socket             encodings           posixpath           venv
_sqlite3            ensurepip           pprint              warnings
_sre                enum                profile             wave
_ssl                errno               pstats              weakref
_stat               faulthandler        pty                 webbrowser
_string             filecmp             py_compile          winreg
_strptime           fileinput           pyclbr              winsound
_struct             fnmatch             pydoc               wsgiref
_symtable           formatter           pydoc_data          xdrlib
_testbuffer         fractions           pyexpat             xml
_testcapi           ftplib              queue               xmlrpc
_testconsole        functools           quopri              xxsubtype
_testimportmultiple gc                  random              zipapp
_testmultiphase     genericpath         re                  zipfile
_thread             getopt              reprlib             zipimport
_threading_local    getpass             rlcompleter         zlib

Enter any module name to get more help.  Or, type "modules spam" to search
for modules whose name or summary contain the string "spam".

You may have noticed the PythonTutorial module at the very beginning of the list, as well as the include module further down.

These two modules are not built into Python, the PythonTutorial module is the name of the file we are using for the examples.

The include module is the one we used as an example of a module in this lesson.

Your own custom file names will appear in the list.

Summary: Points to remember

  • A module is a separate file that can be included into the current document.
  • We import whole modules with the import keyword.
  • We import specific code inside a module with the from/import statement.
  • Module members are accessed with dot notation.
  • To see all of a module’s members, we use the dir() function.
  • We manually re-import a module with the reload() function.