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      1 :mod:`string` --- Common string operations
      2 ==========================================
      3 
      4 .. module:: string
      5    :synopsis: Common string operations.
      6 
      7 **Source code:** :source:`Lib/string.py`
      8 
      9 --------------
     10 
     11 .. seealso::
     12 
     13    :ref:`textseq`
     14 
     15    :ref:`string-methods`
     16 
     17 String constants
     18 ----------------
     19 
     20 The constants defined in this module are:
     21 
     22 
     23 .. data:: ascii_letters
     24 
     25    The concatenation of the :const:`ascii_lowercase` and :const:`ascii_uppercase`
     26    constants described below.  This value is not locale-dependent.
     27 
     28 
     29 .. data:: ascii_lowercase
     30 
     31    The lowercase letters ``'abcdefghijklmnopqrstuvwxyz'``.  This value is not
     32    locale-dependent and will not change.
     33 
     34 
     35 .. data:: ascii_uppercase
     36 
     37    The uppercase letters ``'ABCDEFGHIJKLMNOPQRSTUVWXYZ'``.  This value is not
     38    locale-dependent and will not change.
     39 
     40 
     41 .. data:: digits
     42 
     43    The string ``'0123456789'``.
     44 
     45 
     46 .. data:: hexdigits
     47 
     48    The string ``'0123456789abcdefABCDEF'``.
     49 
     50 
     51 .. data:: octdigits
     52 
     53    The string ``'01234567'``.
     54 
     55 
     56 .. data:: punctuation
     57 
     58    String of ASCII characters which are considered punctuation characters
     59    in the ``C`` locale.
     60 
     61 
     62 .. data:: printable
     63 
     64    String of ASCII characters which are considered printable.  This is a
     65    combination of :const:`digits`, :const:`ascii_letters`, :const:`punctuation`,
     66    and :const:`whitespace`.
     67 
     68 
     69 .. data:: whitespace
     70 
     71    A string containing all ASCII characters that are considered whitespace.
     72    This includes the characters space, tab, linefeed, return, formfeed, and
     73    vertical tab.
     74 
     75 
     76 .. _string-formatting:
     77 
     78 Custom String Formatting
     79 ------------------------
     80 
     81 The built-in string class provides the ability to do complex variable
     82 substitutions and value formatting via the :meth:`~str.format` method described in
     83 :pep:`3101`.  The :class:`Formatter` class in the :mod:`string` module allows
     84 you to create and customize your own string formatting behaviors using the same
     85 implementation as the built-in :meth:`~str.format` method.
     86 
     87 
     88 .. class:: Formatter
     89 
     90    The :class:`Formatter` class has the following public methods:
     91 
     92    .. method:: format(format_string, *args, **kwargs)
     93 
     94       The primary API method.  It takes a format string and
     95       an arbitrary set of positional and keyword arguments.
     96       It is just a wrapper that calls :meth:`vformat`.
     97 
     98       .. versionchanged:: 3.7
     99          A format string argument is now :ref:`positional-only
    100          <positional-only_parameter>`.
    101 
    102    .. method:: vformat(format_string, args, kwargs)
    103 
    104       This function does the actual work of formatting.  It is exposed as a
    105       separate function for cases where you want to pass in a predefined
    106       dictionary of arguments, rather than unpacking and repacking the
    107       dictionary as individual arguments using the ``*args`` and ``**kwargs``
    108       syntax.  :meth:`vformat` does the work of breaking up the format string
    109       into character data and replacement fields.  It calls the various
    110       methods described below.
    111 
    112    In addition, the :class:`Formatter` defines a number of methods that are
    113    intended to be replaced by subclasses:
    114 
    115    .. method:: parse(format_string)
    116 
    117       Loop over the format_string and return an iterable of tuples
    118       (*literal_text*, *field_name*, *format_spec*, *conversion*).  This is used
    119       by :meth:`vformat` to break the string into either literal text, or
    120       replacement fields.
    121 
    122       The values in the tuple conceptually represent a span of literal text
    123       followed by a single replacement field.  If there is no literal text
    124       (which can happen if two replacement fields occur consecutively), then
    125       *literal_text* will be a zero-length string.  If there is no replacement
    126       field, then the values of *field_name*, *format_spec* and *conversion*
    127       will be ``None``.
    128 
    129    .. method:: get_field(field_name, args, kwargs)
    130 
    131       Given *field_name* as returned by :meth:`parse` (see above), convert it to
    132       an object to be formatted.  Returns a tuple (obj, used_key).  The default
    133       version takes strings of the form defined in :pep:`3101`, such as
    134       "0[name]" or "label.title".  *args* and *kwargs* are as passed in to
    135       :meth:`vformat`.  The return value *used_key* has the same meaning as the
    136       *key* parameter to :meth:`get_value`.
    137 
    138    .. method:: get_value(key, args, kwargs)
    139 
    140       Retrieve a given field value.  The *key* argument will be either an
    141       integer or a string.  If it is an integer, it represents the index of the
    142       positional argument in *args*; if it is a string, then it represents a
    143       named argument in *kwargs*.
    144 
    145       The *args* parameter is set to the list of positional arguments to
    146       :meth:`vformat`, and the *kwargs* parameter is set to the dictionary of
    147       keyword arguments.
    148 
    149       For compound field names, these functions are only called for the first
    150       component of the field name; Subsequent components are handled through
    151       normal attribute and indexing operations.
    152 
    153       So for example, the field expression '0.name' would cause
    154       :meth:`get_value` to be called with a *key* argument of 0.  The ``name``
    155       attribute will be looked up after :meth:`get_value` returns by calling the
    156       built-in :func:`getattr` function.
    157 
    158       If the index or keyword refers to an item that does not exist, then an
    159       :exc:`IndexError` or :exc:`KeyError` should be raised.
    160 
    161    .. method:: check_unused_args(used_args, args, kwargs)
    162 
    163       Implement checking for unused arguments if desired.  The arguments to this
    164       function is the set of all argument keys that were actually referred to in
    165       the format string (integers for positional arguments, and strings for
    166       named arguments), and a reference to the *args* and *kwargs* that was
    167       passed to vformat.  The set of unused args can be calculated from these
    168       parameters.  :meth:`check_unused_args` is assumed to raise an exception if
    169       the check fails.
    170 
    171    .. method:: format_field(value, format_spec)
    172 
    173       :meth:`format_field` simply calls the global :func:`format` built-in.  The
    174       method is provided so that subclasses can override it.
    175 
    176    .. method:: convert_field(value, conversion)
    177 
    178       Converts the value (returned by :meth:`get_field`) given a conversion type
    179       (as in the tuple returned by the :meth:`parse` method).  The default
    180       version understands 's' (str), 'r' (repr) and 'a' (ascii) conversion
    181       types.
    182 
    183 
    184 .. _formatstrings:
    185 
    186 Format String Syntax
    187 --------------------
    188 
    189 The :meth:`str.format` method and the :class:`Formatter` class share the same
    190 syntax for format strings (although in the case of :class:`Formatter`,
    191 subclasses can define their own format string syntax).  The syntax is
    192 related to that of :ref:`formatted string literals <f-strings>`, but
    193 there are differences.
    194 
    195 .. index::
    196    single: {} (curly brackets); in string formatting
    197    single: . (dot); in string formatting
    198    single: [] (square brackets); in string formatting
    199    single: ! (exclamation); in string formatting
    200    single: : (colon); in string formatting
    201 
    202 Format strings contain "replacement fields" surrounded by curly braces ``{}``.
    203 Anything that is not contained in braces is considered literal text, which is
    204 copied unchanged to the output.  If you need to include a brace character in the
    205 literal text, it can be escaped by doubling: ``{{`` and ``}}``.
    206 
    207 The grammar for a replacement field is as follows:
    208 
    209    .. productionlist:: sf
    210       replacement_field: "{" [`field_name`] ["!" `conversion`] [":" `format_spec`] "}"
    211       field_name: arg_name ("." `attribute_name` | "[" `element_index` "]")*
    212       arg_name: [`identifier` | `digit`+]
    213       attribute_name: `identifier`
    214       element_index: `digit`+ | `index_string`
    215       index_string: <any source character except "]"> +
    216       conversion: "r" | "s" | "a"
    217       format_spec: <described in the next section>
    218 
    219 In less formal terms, the replacement field can start with a *field_name* that specifies
    220 the object whose value is to be formatted and inserted
    221 into the output instead of the replacement field.
    222 The *field_name* is optionally followed by a  *conversion* field, which is
    223 preceded by an exclamation point ``'!'``, and a *format_spec*, which is preceded
    224 by a colon ``':'``.  These specify a non-default format for the replacement value.
    225 
    226 See also the :ref:`formatspec` section.
    227 
    228 The *field_name* itself begins with an *arg_name* that is either a number or a
    229 keyword.  If it's a number, it refers to a positional argument, and if it's a keyword,
    230 it refers to a named keyword argument.  If the numerical arg_names in a format string
    231 are 0, 1, 2, ... in sequence, they can all be omitted (not just some)
    232 and the numbers 0, 1, 2, ... will be automatically inserted in that order.
    233 Because *arg_name* is not quote-delimited, it is not possible to specify arbitrary
    234 dictionary keys (e.g., the strings ``'10'`` or ``':-]'``) within a format string.
    235 The *arg_name* can be followed by any number of index or
    236 attribute expressions. An expression of the form ``'.name'`` selects the named
    237 attribute using :func:`getattr`, while an expression of the form ``'[index]'``
    238 does an index lookup using :func:`__getitem__`.
    239 
    240 .. versionchanged:: 3.1
    241    The positional argument specifiers can be omitted for :meth:`str.format`,
    242    so ``'{} {}'.format(a, b)`` is equivalent to ``'{0} {1}'.format(a, b)``.
    243 
    244 .. versionchanged:: 3.4
    245    The positional argument specifiers can be omitted for :class:`Formatter`.
    246 
    247 Some simple format string examples::
    248 
    249    "First, thou shalt count to {0}"  # References first positional argument
    250    "Bring me a {}"                   # Implicitly references the first positional argument
    251    "From {} to {}"                   # Same as "From {0} to {1}"
    252    "My quest is {name}"              # References keyword argument 'name'
    253    "Weight in tons {0.weight}"       # 'weight' attribute of first positional arg
    254    "Units destroyed: {players[0]}"   # First element of keyword argument 'players'.
    255 
    256 The *conversion* field causes a type coercion before formatting.  Normally, the
    257 job of formatting a value is done by the :meth:`__format__` method of the value
    258 itself.  However, in some cases it is desirable to force a type to be formatted
    259 as a string, overriding its own definition of formatting.  By converting the
    260 value to a string before calling :meth:`__format__`, the normal formatting logic
    261 is bypassed.
    262 
    263 Three conversion flags are currently supported: ``'!s'`` which calls :func:`str`
    264 on the value, ``'!r'`` which calls :func:`repr` and ``'!a'`` which calls
    265 :func:`ascii`.
    266 
    267 Some examples::
    268 
    269    "Harold's a clever {0!s}"        # Calls str() on the argument first
    270    "Bring out the holy {name!r}"    # Calls repr() on the argument first
    271    "More {!a}"                      # Calls ascii() on the argument first
    272 
    273 The *format_spec* field contains a specification of how the value should be
    274 presented, including such details as field width, alignment, padding, decimal
    275 precision and so on.  Each value type can define its own "formatting
    276 mini-language" or interpretation of the *format_spec*.
    277 
    278 Most built-in types support a common formatting mini-language, which is
    279 described in the next section.
    280 
    281 A *format_spec* field can also include nested replacement fields within it.
    282 These nested replacement fields may contain a field name, conversion flag
    283 and format specification, but deeper nesting is
    284 not allowed.  The replacement fields within the
    285 format_spec are substituted before the *format_spec* string is interpreted.
    286 This allows the formatting of a value to be dynamically specified.
    287 
    288 See the :ref:`formatexamples` section for some examples.
    289 
    290 
    291 .. _formatspec:
    292 
    293 Format Specification Mini-Language
    294 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
    295 
    296 "Format specifications" are used within replacement fields contained within a
    297 format string to define how individual values are presented (see
    298 :ref:`formatstrings` and :ref:`f-strings`).
    299 They can also be passed directly to the built-in
    300 :func:`format` function.  Each formattable type may define how the format
    301 specification is to be interpreted.
    302 
    303 Most built-in types implement the following options for format specifications,
    304 although some of the formatting options are only supported by the numeric types.
    305 
    306 A general convention is that an empty format string (``""``) produces
    307 the same result as if you had called :func:`str` on the value. A
    308 non-empty format string typically modifies the result.
    309 
    310 The general form of a *standard format specifier* is:
    311 
    312 .. productionlist:: sf
    313    format_spec: [[`fill`]`align`][`sign`][#][0][`width`][`grouping_option`][.`precision`][`type`]
    314    fill: <any character>
    315    align: "<" | ">" | "=" | "^"
    316    sign: "+" | "-" | " "
    317    width: `digit`+
    318    grouping_option: "_" | ","
    319    precision: `digit`+
    320    type: "b" | "c" | "d" | "e" | "E" | "f" | "F" | "g" | "G" | "n" | "o" | "s" | "x" | "X" | "%"
    321 
    322 If a valid *align* value is specified, it can be preceded by a *fill*
    323 character that can be any character and defaults to a space if omitted.
    324 It is not possible to use a literal curly brace ("``{``" or "``}``") as
    325 the *fill* character in a :ref:`formatted string literal
    326 <f-strings>` or when using the :meth:`str.format`
    327 method.  However, it is possible to insert a curly brace
    328 with a nested replacement field.  This limitation doesn't
    329 affect the :func:`format` function.
    330 
    331 The meaning of the various alignment options is as follows:
    332 
    333    .. index::
    334       single: < (less); in string formatting
    335       single: > (greater); in string formatting
    336       single: = (equals); in string formatting
    337       single: ^ (caret); in string formatting
    338 
    339    +---------+----------------------------------------------------------+
    340    | Option  | Meaning                                                  |
    341    +=========+==========================================================+
    342    | ``'<'`` | Forces the field to be left-aligned within the available |
    343    |         | space (this is the default for most objects).            |
    344    +---------+----------------------------------------------------------+
    345    | ``'>'`` | Forces the field to be right-aligned within the          |
    346    |         | available space (this is the default for numbers).       |
    347    +---------+----------------------------------------------------------+
    348    | ``'='`` | Forces the padding to be placed after the sign (if any)  |
    349    |         | but before the digits.  This is used for printing fields |
    350    |         | in the form '+000000120'. This alignment option is only  |
    351    |         | valid for numeric types.  It becomes the default when '0'|
    352    |         | immediately precedes the field width.                    |
    353    +---------+----------------------------------------------------------+
    354    | ``'^'`` | Forces the field to be centered within the available     |
    355    |         | space.                                                   |
    356    +---------+----------------------------------------------------------+
    357 
    358 Note that unless a minimum field width is defined, the field width will always
    359 be the same size as the data to fill it, so that the alignment option has no
    360 meaning in this case.
    361 
    362 The *sign* option is only valid for number types, and can be one of the
    363 following:
    364 
    365    .. index::
    366       single: + (plus); in string formatting
    367       single: - (minus); in string formatting
    368       single: space; in string formatting
    369 
    370    +---------+----------------------------------------------------------+
    371    | Option  | Meaning                                                  |
    372    +=========+==========================================================+
    373    | ``'+'`` | indicates that a sign should be used for both            |
    374    |         | positive as well as negative numbers.                    |
    375    +---------+----------------------------------------------------------+
    376    | ``'-'`` | indicates that a sign should be used only for negative   |
    377    |         | numbers (this is the default behavior).                  |
    378    +---------+----------------------------------------------------------+
    379    | space   | indicates that a leading space should be used on         |
    380    |         | positive numbers, and a minus sign on negative numbers.  |
    381    +---------+----------------------------------------------------------+
    382 
    383 
    384 .. index:: single: # (hash); in string formatting
    385 
    386 The ``'#'`` option causes the "alternate form" to be used for the
    387 conversion.  The alternate form is defined differently for different
    388 types.  This option is only valid for integer, float, complex and
    389 Decimal types. For integers, when binary, octal, or hexadecimal output
    390 is used, this option adds the prefix respective ``'0b'``, ``'0o'``, or
    391 ``'0x'`` to the output value. For floats, complex and Decimal the
    392 alternate form causes the result of the conversion to always contain a
    393 decimal-point character, even if no digits follow it. Normally, a
    394 decimal-point character appears in the result of these conversions
    395 only if a digit follows it. In addition, for ``'g'`` and ``'G'``
    396 conversions, trailing zeros are not removed from the result.
    397 
    398 .. index:: single: , (comma); in string formatting
    399 
    400 The ``','`` option signals the use of a comma for a thousands separator.
    401 For a locale aware separator, use the ``'n'`` integer presentation type
    402 instead.
    403 
    404 .. versionchanged:: 3.1
    405    Added the ``','`` option (see also :pep:`378`).
    406 
    407 .. index:: single: _ (underscore); in string formatting
    408 
    409 The ``'_'`` option signals the use of an underscore for a thousands
    410 separator for floating point presentation types and for integer
    411 presentation type ``'d'``.  For integer presentation types ``'b'``,
    412 ``'o'``, ``'x'``, and ``'X'``, underscores will be inserted every 4
    413 digits.  For other presentation types, specifying this option is an
    414 error.
    415 
    416 .. versionchanged:: 3.6
    417    Added the ``'_'`` option (see also :pep:`515`).
    418 
    419 *width* is a decimal integer defining the minimum field width.  If not
    420 specified, then the field width will be determined by the content.
    421 
    422 When no explicit alignment is given, preceding the *width* field by a zero
    423 (``'0'``) character enables
    424 sign-aware zero-padding for numeric types.  This is equivalent to a *fill*
    425 character of ``'0'`` with an *alignment* type of ``'='``.
    426 
    427 The *precision* is a decimal number indicating how many digits should be
    428 displayed after the decimal point for a floating point value formatted with
    429 ``'f'`` and ``'F'``, or before and after the decimal point for a floating point
    430 value formatted with ``'g'`` or ``'G'``.  For non-number types the field
    431 indicates the maximum field size - in other words, how many characters will be
    432 used from the field content. The *precision* is not allowed for integer values.
    433 
    434 Finally, the *type* determines how the data should be presented.
    435 
    436 The available string presentation types are:
    437 
    438    +---------+----------------------------------------------------------+
    439    | Type    | Meaning                                                  |
    440    +=========+==========================================================+
    441    | ``'s'`` | String format. This is the default type for strings and  |
    442    |         | may be omitted.                                          |
    443    +---------+----------------------------------------------------------+
    444    | None    | The same as ``'s'``.                                     |
    445    +---------+----------------------------------------------------------+
    446 
    447 The available integer presentation types are:
    448 
    449    +---------+----------------------------------------------------------+
    450    | Type    | Meaning                                                  |
    451    +=========+==========================================================+
    452    | ``'b'`` | Binary format. Outputs the number in base 2.             |
    453    +---------+----------------------------------------------------------+
    454    | ``'c'`` | Character. Converts the integer to the corresponding     |
    455    |         | unicode character before printing.                       |
    456    +---------+----------------------------------------------------------+
    457    | ``'d'`` | Decimal Integer. Outputs the number in base 10.          |
    458    +---------+----------------------------------------------------------+
    459    | ``'o'`` | Octal format. Outputs the number in base 8.              |
    460    +---------+----------------------------------------------------------+
    461    | ``'x'`` | Hex format. Outputs the number in base 16, using         |
    462    |         | lower-case letters for the digits above 9.               |
    463    +---------+----------------------------------------------------------+
    464    | ``'X'`` | Hex format. Outputs the number in base 16, using         |
    465    |         | upper-case letters for the digits above 9.               |
    466    +---------+----------------------------------------------------------+
    467    | ``'n'`` | Number. This is the same as ``'d'``, except that it uses |
    468    |         | the current locale setting to insert the appropriate     |
    469    |         | number separator characters.                             |
    470    +---------+----------------------------------------------------------+
    471    | None    | The same as ``'d'``.                                     |
    472    +---------+----------------------------------------------------------+
    473 
    474 In addition to the above presentation types, integers can be formatted
    475 with the floating point presentation types listed below (except
    476 ``'n'`` and ``None``). When doing so, :func:`float` is used to convert the
    477 integer to a floating point number before formatting.
    478 
    479 The available presentation types for floating point and decimal values are:
    480 
    481    +---------+----------------------------------------------------------+
    482    | Type    | Meaning                                                  |
    483    +=========+==========================================================+
    484    | ``'e'`` | Exponent notation. Prints the number in scientific       |
    485    |         | notation using the letter 'e' to indicate the exponent.  |
    486    |         | The default precision is ``6``.                          |
    487    +---------+----------------------------------------------------------+
    488    | ``'E'`` | Exponent notation. Same as ``'e'`` except it uses an     |
    489    |         | upper case 'E' as the separator character.               |
    490    +---------+----------------------------------------------------------+
    491    | ``'f'`` | Fixed-point notation. Displays the number as a           |
    492    |         | fixed-point number.  The default precision is ``6``.     |
    493    +---------+----------------------------------------------------------+
    494    | ``'F'`` | Fixed-point notation. Same as ``'f'``, but converts      |
    495    |         | ``nan`` to  ``NAN`` and ``inf`` to ``INF``.              |
    496    +---------+----------------------------------------------------------+
    497    | ``'g'`` | General format.  For a given precision ``p >= 1``,       |
    498    |         | this rounds the number to ``p`` significant digits and   |
    499    |         | then formats the result in either fixed-point format     |
    500    |         | or in scientific notation, depending on its magnitude.   |
    501    |         |                                                          |
    502    |         | The precise rules are as follows: suppose that the       |
    503    |         | result formatted with presentation type ``'e'`` and      |
    504    |         | precision ``p-1`` would have exponent ``exp``.  Then     |
    505    |         | if ``-4 <= exp < p``, the number is formatted            |
    506    |         | with presentation type ``'f'`` and precision             |
    507    |         | ``p-1-exp``.  Otherwise, the number is formatted         |
    508    |         | with presentation type ``'e'`` and precision ``p-1``.    |
    509    |         | In both cases insignificant trailing zeros are removed   |
    510    |         | from the significand, and the decimal point is also      |
    511    |         | removed if there are no remaining digits following it.   |
    512    |         |                                                          |
    513    |         | Positive and negative infinity, positive and negative    |
    514    |         | zero, and nans, are formatted as ``inf``, ``-inf``,      |
    515    |         | ``0``, ``-0`` and ``nan`` respectively, regardless of    |
    516    |         | the precision.                                           |
    517    |         |                                                          |
    518    |         | A precision of ``0`` is treated as equivalent to a       |
    519    |         | precision of ``1``.  The default precision is ``6``.     |
    520    +---------+----------------------------------------------------------+
    521    | ``'G'`` | General format. Same as ``'g'`` except switches to       |
    522    |         | ``'E'`` if the number gets too large. The                |
    523    |         | representations of infinity and NaN are uppercased, too. |
    524    +---------+----------------------------------------------------------+
    525    | ``'n'`` | Number. This is the same as ``'g'``, except that it uses |
    526    |         | the current locale setting to insert the appropriate     |
    527    |         | number separator characters.                             |
    528    +---------+----------------------------------------------------------+
    529    | ``'%'`` | Percentage. Multiplies the number by 100 and displays    |
    530    |         | in fixed (``'f'``) format, followed by a percent sign.   |
    531    +---------+----------------------------------------------------------+
    532    | None    | Similar to ``'g'``, except that fixed-point notation,    |
    533    |         | when used, has at least one digit past the decimal point.|
    534    |         | The default precision is as high as needed to represent  |
    535    |         | the particular value. The overall effect is to match the |
    536    |         | output of :func:`str` as altered by the other format     |
    537    |         | modifiers.                                               |
    538    +---------+----------------------------------------------------------+
    539 
    540 
    541 .. _formatexamples:
    542 
    543 Format examples
    544 ^^^^^^^^^^^^^^^
    545 
    546 This section contains examples of the :meth:`str.format` syntax and
    547 comparison with the old ``%``-formatting.
    548 
    549 In most of the cases the syntax is similar to the old ``%``-formatting, with the
    550 addition of the ``{}`` and with ``:`` used instead of ``%``.
    551 For example, ``'%03.2f'`` can be translated to ``'{:03.2f}'``.
    552 
    553 The new format syntax also supports new and different options, shown in the
    554 following examples.
    555 
    556 Accessing arguments by position::
    557 
    558    >>> '{0}, {1}, {2}'.format('a', 'b', 'c')
    559    'a, b, c'
    560    >>> '{}, {}, {}'.format('a', 'b', 'c')  # 3.1+ only
    561    'a, b, c'
    562    >>> '{2}, {1}, {0}'.format('a', 'b', 'c')
    563    'c, b, a'
    564    >>> '{2}, {1}, {0}'.format(*'abc')      # unpacking argument sequence
    565    'c, b, a'
    566    >>> '{0}{1}{0}'.format('abra', 'cad')   # arguments' indices can be repeated
    567    'abracadabra'
    568 
    569 Accessing arguments by name::
    570 
    571    >>> 'Coordinates: {latitude}, {longitude}'.format(latitude='37.24N', longitude='-115.81W')
    572    'Coordinates: 37.24N, -115.81W'
    573    >>> coord = {'latitude': '37.24N', 'longitude': '-115.81W'}
    574    >>> 'Coordinates: {latitude}, {longitude}'.format(**coord)
    575    'Coordinates: 37.24N, -115.81W'
    576 
    577 Accessing arguments' attributes::
    578 
    579    >>> c = 3-5j
    580    >>> ('The complex number {0} is formed from the real part {0.real} '
    581    ...  'and the imaginary part {0.imag}.').format(c)
    582    'The complex number (3-5j) is formed from the real part 3.0 and the imaginary part -5.0.'
    583    >>> class Point:
    584    ...     def __init__(self, x, y):
    585    ...         self.x, self.y = x, y
    586    ...     def __str__(self):
    587    ...         return 'Point({self.x}, {self.y})'.format(self=self)
    588    ...
    589    >>> str(Point(4, 2))
    590    'Point(4, 2)'
    591 
    592 Accessing arguments' items::
    593 
    594    >>> coord = (3, 5)
    595    >>> 'X: {0[0]};  Y: {0[1]}'.format(coord)
    596    'X: 3;  Y: 5'
    597 
    598 Replacing ``%s`` and ``%r``::
    599 
    600    >>> "repr() shows quotes: {!r}; str() doesn't: {!s}".format('test1', 'test2')
    601    "repr() shows quotes: 'test1'; str() doesn't: test2"
    602 
    603 Aligning the text and specifying a width::
    604 
    605    >>> '{:<30}'.format('left aligned')
    606    'left aligned                  '
    607    >>> '{:>30}'.format('right aligned')
    608    '                 right aligned'
    609    >>> '{:^30}'.format('centered')
    610    '           centered           '
    611    >>> '{:*^30}'.format('centered')  # use '*' as a fill char
    612    '***********centered***********'
    613 
    614 Replacing ``%+f``, ``%-f``, and ``% f`` and specifying a sign::
    615 
    616    >>> '{:+f}; {:+f}'.format(3.14, -3.14)  # show it always
    617    '+3.140000; -3.140000'
    618    >>> '{: f}; {: f}'.format(3.14, -3.14)  # show a space for positive numbers
    619    ' 3.140000; -3.140000'
    620    >>> '{:-f}; {:-f}'.format(3.14, -3.14)  # show only the minus -- same as '{:f}; {:f}'
    621    '3.140000; -3.140000'
    622 
    623 Replacing ``%x`` and ``%o`` and converting the value to different bases::
    624 
    625    >>> # format also supports binary numbers
    626    >>> "int: {0:d};  hex: {0:x};  oct: {0:o};  bin: {0:b}".format(42)
    627    'int: 42;  hex: 2a;  oct: 52;  bin: 101010'
    628    >>> # with 0x, 0o, or 0b as prefix:
    629    >>> "int: {0:d};  hex: {0:#x};  oct: {0:#o};  bin: {0:#b}".format(42)
    630    'int: 42;  hex: 0x2a;  oct: 0o52;  bin: 0b101010'
    631 
    632 Using the comma as a thousands separator::
    633 
    634    >>> '{:,}'.format(1234567890)
    635    '1,234,567,890'
    636 
    637 Expressing a percentage::
    638 
    639    >>> points = 19
    640    >>> total = 22
    641    >>> 'Correct answers: {:.2%}'.format(points/total)
    642    'Correct answers: 86.36%'
    643 
    644 Using type-specific formatting::
    645 
    646    >>> import datetime
    647    >>> d = datetime.datetime(2010, 7, 4, 12, 15, 58)
    648    >>> '{:%Y-%m-%d %H:%M:%S}'.format(d)
    649    '2010-07-04 12:15:58'
    650 
    651 Nesting arguments and more complex examples::
    652 
    653    >>> for align, text in zip('<^>', ['left', 'center', 'right']):
    654    ...     '{0:{fill}{align}16}'.format(text, fill=align, align=align)
    655    ...
    656    'left<<<<<<<<<<<<'
    657    '^^^^^center^^^^^'
    658    '>>>>>>>>>>>right'
    659    >>>
    660    >>> octets = [192, 168, 0, 1]
    661    >>> '{:02X}{:02X}{:02X}{:02X}'.format(*octets)
    662    'C0A80001'
    663    >>> int(_, 16)
    664    3232235521
    665    >>>
    666    >>> width = 5
    667    >>> for num in range(5,12): #doctest: +NORMALIZE_WHITESPACE
    668    ...     for base in 'dXob':
    669    ...         print('{0:{width}{base}}'.format(num, base=base, width=width), end=' ')
    670    ...     print()
    671    ...
    672        5     5     5   101
    673        6     6     6   110
    674        7     7     7   111
    675        8     8    10  1000
    676        9     9    11  1001
    677       10     A    12  1010
    678       11     B    13  1011
    679 
    680 
    681 
    682 .. _template-strings:
    683 
    684 Template strings
    685 ----------------
    686 
    687 Template strings provide simpler string substitutions as described in
    688 :pep:`292`.  A primary use case for template strings is for
    689 internationalization (i18n) since in that context, the simpler syntax and
    690 functionality makes it easier to translate than other built-in string
    691 formatting facilities in Python.  As an example of a library built on template
    692 strings for i18n, see the
    693 `flufl.i18n <http://flufli18n.readthedocs.io/en/latest/>`_ package.
    694 
    695 .. index:: single: $ (dollar); in template strings
    696 
    697 Template strings support ``$``-based substitutions, using the following rules:
    698 
    699 * ``$$`` is an escape; it is replaced with a single ``$``.
    700 
    701 * ``$identifier`` names a substitution placeholder matching a mapping key of
    702   ``"identifier"``.  By default, ``"identifier"`` is restricted to any
    703   case-insensitive ASCII alphanumeric string (including underscores) that
    704   starts with an underscore or ASCII letter.  The first non-identifier
    705   character after the ``$`` character terminates this placeholder
    706   specification.
    707 
    708 * ``${identifier}`` is equivalent to ``$identifier``.  It is required when
    709   valid identifier characters follow the placeholder but are not part of the
    710   placeholder, such as ``"${noun}ification"``.
    711 
    712 Any other appearance of ``$`` in the string will result in a :exc:`ValueError`
    713 being raised.
    714 
    715 The :mod:`string` module provides a :class:`Template` class that implements
    716 these rules.  The methods of :class:`Template` are:
    717 
    718 
    719 .. class:: Template(template)
    720 
    721    The constructor takes a single argument which is the template string.
    722 
    723 
    724    .. method:: substitute(mapping, **kwds)
    725 
    726       Performs the template substitution, returning a new string.  *mapping* is
    727       any dictionary-like object with keys that match the placeholders in the
    728       template.  Alternatively, you can provide keyword arguments, where the
    729       keywords are the placeholders.  When both *mapping* and *kwds* are given
    730       and there are duplicates, the placeholders from *kwds* take precedence.
    731 
    732 
    733    .. method:: safe_substitute(mapping, **kwds)
    734 
    735       Like :meth:`substitute`, except that if placeholders are missing from
    736       *mapping* and *kwds*, instead of raising a :exc:`KeyError` exception, the
    737       original placeholder will appear in the resulting string intact.  Also,
    738       unlike with :meth:`substitute`, any other appearances of the ``$`` will
    739       simply return ``$`` instead of raising :exc:`ValueError`.
    740 
    741       While other exceptions may still occur, this method is called "safe"
    742       because it always tries to return a usable string instead of
    743       raising an exception.  In another sense, :meth:`safe_substitute` may be
    744       anything other than safe, since it will silently ignore malformed
    745       templates containing dangling delimiters, unmatched braces, or
    746       placeholders that are not valid Python identifiers.
    747 
    748    :class:`Template` instances also provide one public data attribute:
    749 
    750    .. attribute:: template
    751 
    752       This is the object passed to the constructor's *template* argument.  In
    753       general, you shouldn't change it, but read-only access is not enforced.
    754 
    755 Here is an example of how to use a Template::
    756 
    757    >>> from string import Template
    758    >>> s = Template('$who likes $what')
    759    >>> s.substitute(who='tim', what='kung pao')
    760    'tim likes kung pao'
    761    >>> d = dict(who='tim')
    762    >>> Template('Give $who $100').substitute(d)
    763    Traceback (most recent call last):
    764    ...
    765    ValueError: Invalid placeholder in string: line 1, col 11
    766    >>> Template('$who likes $what').substitute(d)
    767    Traceback (most recent call last):
    768    ...
    769    KeyError: 'what'
    770    >>> Template('$who likes $what').safe_substitute(d)
    771    'tim likes $what'
    772 
    773 Advanced usage: you can derive subclasses of :class:`Template` to customize
    774 the placeholder syntax, delimiter character, or the entire regular expression
    775 used to parse template strings.  To do this, you can override these class
    776 attributes:
    777 
    778 * *delimiter* -- This is the literal string describing a placeholder
    779   introducing delimiter.  The default value is ``$``.  Note that this should
    780   *not* be a regular expression, as the implementation will call
    781   :meth:`re.escape` on this string as needed.  Note further that you cannot
    782   change the delimiter after class creation (i.e. a different delimiter must
    783   be set in the subclass's class namespace).
    784 
    785 * *idpattern* -- This is the regular expression describing the pattern for
    786   non-braced placeholders.  The default value is the regular expression
    787   ``(?a:[_a-z][_a-z0-9]*)``.  If this is given and *braceidpattern* is
    788   ``None`` this pattern will also apply to braced placeholders.
    789 
    790   .. note::
    791 
    792      Since default *flags* is ``re.IGNORECASE``, pattern ``[a-z]`` can match
    793      with some non-ASCII characters. That's why we use the local ``a`` flag
    794      here.
    795 
    796   .. versionchanged:: 3.7
    797      *braceidpattern* can be used to define separate patterns used inside and
    798      outside the braces.
    799 
    800 * *braceidpattern* -- This is like *idpattern* but describes the pattern for
    801   braced placeholders.  Defaults to ``None`` which means to fall back to
    802   *idpattern* (i.e. the same pattern is used both inside and outside braces).
    803   If given, this allows you to define different patterns for braced and
    804   unbraced placeholders.
    805 
    806   .. versionadded:: 3.7
    807 
    808 * *flags* -- The regular expression flags that will be applied when compiling
    809   the regular expression used for recognizing substitutions.  The default value
    810   is ``re.IGNORECASE``.  Note that ``re.VERBOSE`` will always be added to the
    811   flags, so custom *idpattern*\ s must follow conventions for verbose regular
    812   expressions.
    813 
    814   .. versionadded:: 3.2
    815 
    816 Alternatively, you can provide the entire regular expression pattern by
    817 overriding the class attribute *pattern*.  If you do this, the value must be a
    818 regular expression object with four named capturing groups.  The capturing
    819 groups correspond to the rules given above, along with the invalid placeholder
    820 rule:
    821 
    822 * *escaped* -- This group matches the escape sequence, e.g. ``$$``, in the
    823   default pattern.
    824 
    825 * *named* -- This group matches the unbraced placeholder name; it should not
    826   include the delimiter in capturing group.
    827 
    828 * *braced* -- This group matches the brace enclosed placeholder name; it should
    829   not include either the delimiter or braces in the capturing group.
    830 
    831 * *invalid* -- This group matches any other delimiter pattern (usually a single
    832   delimiter), and it should appear last in the regular expression.
    833 
    834 
    835 Helper functions
    836 ----------------
    837 
    838 .. function:: capwords(s, sep=None)
    839 
    840    Split the argument into words using :meth:`str.split`, capitalize each word
    841    using :meth:`str.capitalize`, and join the capitalized words using
    842    :meth:`str.join`.  If the optional second argument *sep* is absent
    843    or ``None``, runs of whitespace characters are replaced by a single space
    844    and leading and trailing whitespace are removed, otherwise *sep* is used to
    845    split and join the words.
    846