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Doc/tutorial/introduction.rst
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Matt Van Horn
gh-145694: Update tutorial indentation guidance for PyREPL auto-indent (#145725)
11 июл 2026, 18:57
11 июл 2026, 18:57931cfdf
.. _tut-informal:

**********************************
An Informal Introduction to Python
**********************************

In the following examples, input and output are distinguished by the presence or
absence of prompts (:term:`>>>` and :term:`...`): to repeat the example, you must type
everything after the prompt, when the prompt appears; lines that do not begin
with a prompt are output from the interpreter. Note that a secondary prompt on a
line by itself in an example means you must type a blank line; this is used to
end a multi-line command.

.. only:: html

   You can use the "Copy" button (it appears in the upper-right corner
   when hovering over or tapping a code example), which strips prompts
   and omits output, to copy and paste the input lines into your interpreter.

.. index:: single: # (hash); comment

Many of the examples in this manual, even those entered at the interactive
prompt, include comments.  Comments in Python start with the hash character,
``#``, and extend to the end of the physical line.  A comment may appear at the
start of a line or following whitespace or code, but not within a string
literal.  A hash character within a string literal is just a hash character.
Since comments are to clarify code and are not interpreted by Python, they may
be omitted when typing in examples.

Some examples::

   # this is the first comment
   spam = 1  # and this is the second comment
             # ... and now a third!
   text = "# This is not a comment because it's inside quotes."


.. _tut-calculator:

Using Python as a Calculator
============================

Let's try some simple Python commands.  Start the interpreter and wait for the
primary prompt, ``>>>``.  (It shouldn't take long.)


.. _tut-numbers:

Numbers
-------

The interpreter acts as a simple calculator: you can type an expression into it
and it will write the value.  Expression syntax is straightforward: the
operators ``+``, ``-``, ``*`` and ``/`` can be used to perform
arithmetic; parentheses (``()``) can be used for grouping.
For example::

   >>> 2 + 2
   4
   >>> 50 - 5*6
   20
   >>> (50 - 5*6) / 4
   5.0
   >>> 8 / 5  # division always returns a floating-point number
   1.6

The integer numbers (e.g. ``2``, ``4``, ``20``) have type :class:`int`,
the ones with a fractional part (e.g. ``5.0``, ``1.6``) have type
:class:`float`.  We will see more about numeric types later in the tutorial.

Division (``/``) always returns a float.  To do :term:`floor division` and
get an integer result you can use the ``//`` operator; to calculate
the remainder you can use ``%``::

   >>> 17 / 3  # classic division returns a float
   5.666666666666667
   >>>
   >>> 17 // 3  # floor division discards the fractional part
   5
   >>> 17 % 3  # the % operator returns the remainder of the division
   2
   >>> 5 * 3 + 2  # floored quotient * divisor + remainder
   17

With Python, it is possible to use the ``**`` operator to calculate powers [#]_::

   >>> 5 ** 2  # 5 squared
   25
   >>> 2 ** 7  # 2 to the power of 7
   128

The equal sign (``=``) is used to assign a value to a variable. Afterwards, no
result is displayed before the next interactive prompt::

   >>> width = 20
   >>> height = 5 * 9
   >>> width * height
   900

If a variable is not "defined" (assigned a value), trying to use it will
give you an error::

   >>> n  # try to access an undefined variable
   Traceback (most recent call last):
     File "<stdin>", line 1, in <module>
   NameError: name 'n' is not defined

There is full support for floating point; operators with mixed type operands
convert the integer operand to floating point::

   >>> 4 * 3.75 - 1
   14.0

In interactive mode, the last printed expression is assigned to the variable
``_``.  This means that when you are using Python as a desk calculator, it is
somewhat easier to continue calculations, for example::

   >>> tax = 12.5 / 100
   >>> price = 100.50
   >>> price * tax
   12.5625
   >>> price + _
   113.0625
   >>> round(_, 2)
   113.06

This variable should be treated as read-only by the user.  Don't explicitly
assign a value to it --- you would create an independent local variable with the
same name masking the built-in variable with its magic behavior.

In addition to :class:`int` and :class:`float`, Python supports other types of
numbers, such as :class:`~decimal.Decimal` and :class:`~fractions.Fraction`.
Python also has built-in support for :ref:`complex numbers <typesnumeric>`,
and uses the ``j`` or ``J`` suffix to indicate the imaginary part
(e.g. ``3+5j``).


.. _tut-strings:

Text
----

Python can manipulate text (represented by type :class:`str`, so-called
"strings") as well as numbers.  This includes characters "``!``", words
"``rabbit``", names "``Paris``", sentences "``Got your back.``", etc.
"``Yay! :)``". They can be enclosed in single quotes (``'...'``) or double
quotes (``"..."``) with the same result [#]_.

.. code-block:: pycon

   >>> 'spam eggs'  # single quotes
   'spam eggs'
   >>> "Paris rabbit got your back :)! Yay!"  # double quotes
   'Paris rabbit got your back :)! Yay!'
   >>> '1975'  # digits and numerals enclosed in quotes are also strings
   '1975'

To quote a quote, we need to "escape" it, by preceding it with ``\``.
Alternatively, we can use the other type of quotation marks::

   >>> 'doesn\'t'  # use \' to escape the single quote...
   "doesn't"
   >>> "doesn't"  # ...or use double quotes instead
   "doesn't"
   >>> '"Yes," they said.'
   '"Yes," they said.'
   >>> "\"Yes,\" they said."
   '"Yes," they said.'
   >>> '"Isn\'t," they said.'
   '"Isn\'t," they said.'

In the Python shell, the string definition and output string can look
different.  The :func:`print` function produces a more readable output, by
omitting the enclosing quotes and by printing escaped and special characters::

   >>> s = 'First line.\nSecond line.'  # \n means newline
   >>> s  # without print(), special characters are included in the string
   'First line.\nSecond line.'
   >>> print(s)  # with print(), special characters are interpreted, so \n produces new line
   First line.
   Second line.

If you don't want characters prefaced by ``\`` to be interpreted as
special characters, you can use *raw strings* by adding an ``r`` before
the first quote::

   >>> print('C:\this\name')  # here \t means tab, \n means newline
   C:      his
   ame
   >>> print(r'C:\this\name')  # note the r before the quote
   C:\this\name

There is one subtle aspect to raw strings: a raw string may not end in
an odd number of ``\`` characters; see
:ref:`the FAQ entry <faq-programming-raw-string-backslash>` for more information
and workarounds.

String literals can span multiple lines.  One way is using triple-quotes:
``"""..."""`` or ``'''...'''``.  End-of-line characters are automatically
included in the string, but it's possible to prevent this by adding a ``\`` at
the end of the line.  In the following example, the initial newline is not
included::

   >>> print("""\
   ... Usage: thingy [OPTIONS]
   ...      -h                        Display this usage message
   ...      -H hostname               Hostname to connect to
   ... """)
   Usage: thingy [OPTIONS]
        -h                        Display this usage message
        -H hostname               Hostname to connect to

   >>>

Strings can be concatenated (glued together) with the ``+`` operator, and
repeated with ``*``::

   >>> # 3 times 'un', followed by 'ium'
   >>> 3 * 'un' + 'ium'
   'unununium'

Two or more *string literals* (i.e. the ones enclosed between quotes) next
to each other are automatically concatenated. ::

   >>> 'Py' 'thon'
   'Python'

This feature is particularly useful when you want to break long strings::

   >>> text = ('Put several strings within parentheses '
   ...         'to have them joined together.')
   >>> text
   'Put several strings within parentheses to have them joined together.'

This only works with two literals though, not with variables or expressions::

   >>> prefix = 'Py'
   >>> prefix 'thon'  # can't concatenate a variable and a string literal
     File "<stdin>", line 1
       prefix 'thon'
              ^^^^^^
   SyntaxError: invalid syntax
   >>> ('un' * 3) 'ium'
     File "<stdin>", line 1
       ('un' * 3) 'ium'
                  ^^^^^
   SyntaxError: invalid syntax

If you want to concatenate variables or a variable and a literal, use ``+``::

   >>> prefix + 'thon'
   'Python'

Strings can be *indexed* (subscripted), with the first character having index 0.
There is no separate character type; a character is simply a string of size
one::

   >>> word = 'Python'
   >>> word[0]  # character in position 0
   'P'
   >>> word[5]  # character in position 5
   'n'

Indices may also be negative numbers, to start counting from the right::

   >>> word[-1]  # last character
   'n'
   >>> word[-2]  # second-last character
   'o'
   >>> word[-6]
   'P'

Note that since -0 is the same as 0, negative indices start from -1.

In addition to indexing, *slicing* is also supported.  While indexing is used
to obtain individual characters, *slicing* allows you to obtain a substring::

   >>> word[0:2]  # characters from position 0 (included) to 2 (excluded)
   'Py'
   >>> word[2:5]  # characters from position 2 (included) to 5 (excluded)
   'tho'

Slice indices have useful defaults; an omitted first index defaults to zero, an
omitted second index defaults to the size of the string being sliced. ::

   >>> word[:2]   # character from the beginning to position 2 (excluded)
   'Py'
   >>> word[4:]   # characters from position 4 (included) to the end
   'on'
   >>> word[-2:]  # characters from the second-last (included) to the end
   'on'

Note how the start is always included, and the end always excluded.  This
makes sure that ``s[:i] + s[i:]`` is always equal to ``s``::

   >>> word[:2] + word[2:]
   'Python'
   >>> word[:4] + word[4:]
   'Python'

One way to remember how slices work is to think of the indices as pointing
*between* characters, with the left edge of the first character numbered 0.
Then the right edge of the last character of a string of *n* characters has
index *n*, for example::

    +---+---+---+---+---+---+
    | P | y | t | h | o | n |
    +---+---+---+---+---+---+
    0   1   2   3   4   5   6
   -6  -5  -4  -3  -2  -1

The first row of numbers gives the position of the indices 0...6 in the string;
the second row gives the corresponding negative indices. The slice from *i* to
*j* consists of all characters between the edges labeled *i* and *j*,
respectively.

For non-negative indices, the length of a slice is the difference of the
indices, if both are within bounds.  For example, the length of ``word[1:3]`` is
2.

Attempting to use an index that is too large will result in an error::

   >>> word[42]  # the word only has 6 characters
   Traceback (most recent call last):
     File "<stdin>", line 1, in <module>
   IndexError: string index out of range

However, out of range slice indexes are handled gracefully when used for
slicing::

   >>> word[4:42]
   'on'
   >>> word[42:]
   ''

Python strings cannot be changed --- they are :term:`immutable`.
Therefore, assigning to an indexed position in the string results in an error::

   >>> word[0] = 'J'
   Traceback (most recent call last):
     File "<stdin>", line 1, in <module>
   TypeError: 'str' object does not support item assignment
   >>> word[2:] = 'py'
   Traceback (most recent call last):
     File "<stdin>", line 1, in <module>
   TypeError: 'str' object does not support item assignment

If you need a different string, you should create a new one::

   >>> 'J' + word[1:]
   'Jython'
   >>> word[:2] + 'py'
   'Pypy'

The built-in function :func:`len` returns the length of a string::

   >>> s = 'supercalifragilisticexpialidocious'
   >>> len(s)
   34


.. seealso::

   :ref:`textseq`
      Strings are examples of *sequence types*, and support the common
      operations supported by such types.

   :ref:`string-methods`
      Strings support a large number of methods for
      basic transformations and searching.

   :ref:`f-strings`
      String literals that have embedded expressions.

   :ref:`formatstrings`
      Information about string formatting with :meth:`str.format`.

   :ref:`old-string-formatting`
      The old formatting operations invoked when strings are
      the left operand of the ``%`` operator are described in more detail here.


.. _tut-lists:

Lists
-----

Python knows a number of *compound* data types, used to group together other
values.  The most versatile is the *list*, which can be written as a list of
comma-separated values (items) between square brackets.  Lists might contain
items of different types, but usually the items all have the same type. ::

   >>> squares = [1, 4, 9, 16, 25]
   >>> squares
   [1, 4, 9, 16, 25]

Like strings (and all other built-in :term:`sequence` types), lists can be
indexed and sliced::

   >>> squares[0]  # indexing returns the item
   1
   >>> squares[-1]
   25
   >>> squares[-3:]  # slicing returns a new list
   [9, 16, 25]

Lists also support operations like concatenation::

   >>> squares + [36, 49, 64, 81, 100]
   [1, 4, 9, 16, 25, 36, 49, 64, 81, 100]

Unlike strings, which are :term:`immutable`, lists are a :term:`mutable`
type, i.e. it is possible to change their content::

    >>> cubes = [1, 8, 27, 65, 125]  # something's wrong here
    >>> 4 ** 3  # the cube of 4 is 64, not 65!
    64
    >>> cubes[3] = 64  # replace the wrong value
    >>> cubes
    [1, 8, 27, 64, 125]

You can also add new items at the end of the list, by using
the :meth:`list.append` *method* (we will see more about methods later)::

   >>> cubes.append(216)  # add the cube of 6
   >>> cubes.append(7 ** 3)  # and the cube of 7
   >>> cubes
   [1, 8, 27, 64, 125, 216, 343]

Simple assignment in Python never copies data. When you assign a list
to a variable, the variable refers to the *existing list*.
Any changes you make to the list through one variable will be seen
through all other variables that refer to it.::

   >>> rgb = ["Red", "Green", "Blue"]
   >>> rgba = rgb
   >>> id(rgb) == id(rgba)  # they reference the same object
   True
   >>> rgba.append("Alph")
   >>> rgb
   ["Red", "Green", "Blue", "Alph"]

All slice operations return a new list containing the requested elements.  This
means that the following slice returns a
:ref:`shallow copy <shallow_vs_deep_copy>` of the list::

   >>> correct_rgba = rgba[:]
   >>> correct_rgba[-1] = "Alpha"
   >>> correct_rgba
   ["Red", "Green", "Blue", "Alpha"]
   >>> rgba
   ["Red", "Green", "Blue", "Alph"]

Assignment to slices is also possible, and this can even change the size of the
list or clear it entirely::

   >>> letters = ['a', 'b', 'c', 'd', 'e', 'f', 'g']
   >>> letters
   ['a', 'b', 'c', 'd', 'e', 'f', 'g']
   >>> # replace some values
   >>> letters[2:5] = ['C', 'D', 'E']
   >>> letters
   ['a', 'b', 'C', 'D', 'E', 'f', 'g']
   >>> # now remove them
   >>> letters[2:5] = []
   >>> letters
   ['a', 'b', 'f', 'g']
   >>> # clear the list by replacing all the elements with an empty list
   >>> letters[:] = []
   >>> letters
   []

The built-in function :func:`len` also applies to lists::

   >>> letters = ['a', 'b', 'c', 'd']
   >>> len(letters)
   4

It is possible to nest lists (create lists containing other lists), for
example::

   >>> a = ['a', 'b', 'c']
   >>> n = [1, 2, 3]
   >>> x = [a, n]
   >>> x
   [['a', 'b', 'c'], [1, 2, 3]]
   >>> x[0]
   ['a', 'b', 'c']
   >>> x[0][1]
   'b'

.. _tut-firststeps:

First Steps Towards Programming
===============================

Of course, we can use Python for more complicated tasks than adding two and two
together.  For instance, we can write an initial sub-sequence of the
`Fibonacci series <https://en.wikipedia.org/wiki/Fibonacci_sequence>`_
as follows::

   >>> # Fibonacci series:
   >>> # the sum of two elements defines the next
   >>> a, b = 0, 1
   >>> while a < 10:
   ...     print(a)
   ...     a, b = b, a+b
   ...
   0
   1
   1
   2
   3
   5
   8

This example introduces several new features.

* The first line contains a *multiple assignment*: the variables ``a`` and ``b``
  simultaneously get the new values 0 and 1.  On the last line this is used again,
  demonstrating that the expressions on the right-hand side are all evaluated
  first before any of the assignments take place.  The right-hand side expressions
  are evaluated  from the left to the right.

* The :keyword:`while` loop executes as long as the condition (here: ``a < 10``)
  remains true.  In Python, like in C, any non-zero integer value is true; zero is
  false.  The condition may also be a string or list value, in fact any sequence;
  anything with a non-zero length is true, empty sequences are false.  The test
  used in the example is a simple comparison.  The standard comparison operators
  are written the same as in C: ``<`` (less than), ``>`` (greater than), ``==``
  (equal to), ``<=`` (less than or equal to), ``>=`` (greater than or equal to)
  and ``!=`` (not equal to).

* The *body* of the loop is *indented*: indentation is Python's way of grouping
  statements.  At the interactive prompt, the default REPL automatically
  indents continuation lines after compound statement headers like ``if`` or
  ``while``.  In the basic REPL (invoked with :envvar:`PYTHON_BASIC_REPL`)
  or in older Python versions, you have to type a tab or space(s) for each
  indented line manually.  In practice you will prepare more complicated
  input for Python with a text editor; all decent text editors have an
  auto-indent facility.  When a compound statement is entered interactively, it must be
  followed by a blank line to indicate completion (since the parser cannot
  guess when you have typed the last line).  Note that each line within a basic
  block must be indented by the same amount.

* The :func:`print` function writes the value of the argument(s) it is given.
  It differs from just writing the expression you want to write (as we did
  earlier in the calculator examples) in the way it handles multiple arguments,
  floating-point quantities, and strings.  Strings are printed without quotes,
  and a space is inserted between items, so you can format things nicely, like
  this::

     >>> i = 256*256
     >>> print('The value of i is', i)
     The value of i is 65536

  The keyword argument *end* can be used to avoid the newline after the output,
  or end the output with a different string::

     >>> a, b = 0, 1
     >>> while a < 1000:
     ...     print(a, end=',')
     ...     a, b = b, a+b
     ...
     0,1,1,2,3,5,8,13,21,34,55,89,144,233,377,610,987,


.. rubric:: Footnotes

.. [#] Since ``**`` has higher precedence than ``-``, ``-3**2`` will be
   interpreted as ``-(3**2)`` and thus result in ``-9``.  To avoid this
   and get ``9``, you can use ``(-3)**2``.

.. [#] Unlike other languages, special characters such as ``\n`` have the
   same meaning with both single (``'...'``) and double (``"..."``) quotes.
   The only difference between the two is that within single quotes you don't
   need to escape ``"`` (but you have to escape ``\'``) and vice versa.