mirror of
				https://github.com/python/cpython.git
				synced 2025-10-28 01:00:34 +00:00 
			
		
		
		
	 002252c4ad
			
		
	
	
		002252c4ad
		
			
		
	
	
	
	
		
			
			Remove diff.py and ndiff.py scripts of Tools/scripts/: move them to
Doc/includes/.
* diff.py and ndiff.py files are no longer executable. Remove also
  their shebang ("#!/usr/bin/env python3").
* Remove the -profile command from ndiff.py to simply the code.
* Remove ndiff.py copyright and history command. The Python
  documentation examples are distributed under the "Zero Clause BSD
  License".
		
	
			
		
			
				
	
	
		
			766 lines
		
	
	
	
		
			30 KiB
		
	
	
	
		
			ReStructuredText
		
	
	
	
	
	
			
		
		
	
	
			766 lines
		
	
	
	
		
			30 KiB
		
	
	
	
		
			ReStructuredText
		
	
	
	
	
	
| :mod:`difflib` --- Helpers for computing deltas
 | |
| ===============================================
 | |
| 
 | |
| .. module:: difflib
 | |
|    :synopsis: Helpers for computing differences between objects.
 | |
| 
 | |
| .. moduleauthor:: Tim Peters <tim_one@users.sourceforge.net>
 | |
| .. sectionauthor:: Tim Peters <tim_one@users.sourceforge.net>
 | |
| .. Markup by Fred L. Drake, Jr. <fdrake@acm.org>
 | |
| 
 | |
| **Source code:** :source:`Lib/difflib.py`
 | |
| 
 | |
| .. testsetup::
 | |
| 
 | |
|    import sys
 | |
|    from difflib import *
 | |
| 
 | |
| --------------
 | |
| 
 | |
| This module provides classes and functions for comparing sequences. It
 | |
| can be used for example, for comparing files, and can produce information
 | |
| about file differences in various formats, including HTML and context and unified
 | |
| diffs. For comparing directories and files, see also, the :mod:`filecmp` module.
 | |
| 
 | |
| 
 | |
| .. class:: SequenceMatcher
 | |
|    :noindex:
 | |
| 
 | |
|    This is a flexible class for comparing pairs of sequences of any type, so long
 | |
|    as the sequence elements are :term:`hashable`.  The basic algorithm predates, and is a
 | |
|    little fancier than, an algorithm published in the late 1980's by Ratcliff and
 | |
|    Obershelp under the hyperbolic name "gestalt pattern matching."  The idea is to
 | |
|    find the longest contiguous matching subsequence that contains no "junk"
 | |
|    elements; these "junk" elements are ones that are uninteresting in some
 | |
|    sense, such as blank lines or whitespace.  (Handling junk is an
 | |
|    extension to the Ratcliff and Obershelp algorithm.) The same
 | |
|    idea is then applied recursively to the pieces of the sequences to the left and
 | |
|    to the right of the matching subsequence.  This does not yield minimal edit
 | |
|    sequences, but does tend to yield matches that "look right" to people.
 | |
| 
 | |
|    **Timing:** The basic Ratcliff-Obershelp algorithm is cubic time in the worst
 | |
|    case and quadratic time in the expected case. :class:`SequenceMatcher` is
 | |
|    quadratic time for the worst case and has expected-case behavior dependent in a
 | |
|    complicated way on how many elements the sequences have in common; best case
 | |
|    time is linear.
 | |
| 
 | |
|    **Automatic junk heuristic:** :class:`SequenceMatcher` supports a heuristic that
 | |
|    automatically treats certain sequence items as junk. The heuristic counts how many
 | |
|    times each individual item appears in the sequence. If an item's duplicates (after
 | |
|    the first one) account for more than 1% of the sequence and the sequence is at least
 | |
|    200 items long, this item is marked as "popular" and is treated as junk for
 | |
|    the purpose of sequence matching. This heuristic can be turned off by setting
 | |
|    the ``autojunk`` argument to ``False`` when creating the :class:`SequenceMatcher`.
 | |
| 
 | |
|    .. versionadded:: 3.2
 | |
|       The *autojunk* parameter.
 | |
| 
 | |
| 
 | |
| .. class:: Differ
 | |
| 
 | |
|    This is a class for comparing sequences of lines of text, and producing
 | |
|    human-readable differences or deltas.  Differ uses :class:`SequenceMatcher`
 | |
|    both to compare sequences of lines, and to compare sequences of characters
 | |
|    within similar (near-matching) lines.
 | |
| 
 | |
|    Each line of a :class:`Differ` delta begins with a two-letter code:
 | |
| 
 | |
|    +----------+-------------------------------------------+
 | |
|    | Code     | Meaning                                   |
 | |
|    +==========+===========================================+
 | |
|    | ``'- '`` | line unique to sequence 1                 |
 | |
|    +----------+-------------------------------------------+
 | |
|    | ``'+ '`` | line unique to sequence 2                 |
 | |
|    +----------+-------------------------------------------+
 | |
|    | ``'  '`` | line common to both sequences             |
 | |
|    +----------+-------------------------------------------+
 | |
|    | ``'? '`` | line not present in either input sequence |
 | |
|    +----------+-------------------------------------------+
 | |
| 
 | |
|    Lines beginning with '``?``' attempt to guide the eye to intraline differences,
 | |
|    and were not present in either input sequence. These lines can be confusing if
 | |
|    the sequences contain whitespace characters, such as spaces, tabs or line breaks.
 | |
| 
 | |
| 
 | |
| .. class:: HtmlDiff
 | |
| 
 | |
|    This class can be used to create an HTML table (or a complete HTML file
 | |
|    containing the table) showing a side by side, line by line comparison of text
 | |
|    with inter-line and intra-line change highlights.  The table can be generated in
 | |
|    either full or contextual difference mode.
 | |
| 
 | |
|    The constructor for this class is:
 | |
| 
 | |
| 
 | |
|    .. method:: __init__(tabsize=8, wrapcolumn=None, linejunk=None, charjunk=IS_CHARACTER_JUNK)
 | |
| 
 | |
|       Initializes instance of :class:`HtmlDiff`.
 | |
| 
 | |
|       *tabsize* is an optional keyword argument to specify tab stop spacing and
 | |
|       defaults to ``8``.
 | |
| 
 | |
|       *wrapcolumn* is an optional keyword to specify column number where lines are
 | |
|       broken and wrapped, defaults to ``None`` where lines are not wrapped.
 | |
| 
 | |
|       *linejunk* and *charjunk* are optional keyword arguments passed into :func:`ndiff`
 | |
|       (used by :class:`HtmlDiff` to generate the side by side HTML differences).  See
 | |
|       :func:`ndiff` documentation for argument default values and descriptions.
 | |
| 
 | |
|    The following methods are public:
 | |
| 
 | |
|    .. method:: make_file(fromlines, tolines, fromdesc='', todesc='', context=False, \
 | |
|                          numlines=5, *, charset='utf-8')
 | |
| 
 | |
|       Compares *fromlines* and *tolines* (lists of strings) and returns a string which
 | |
|       is a complete HTML file containing a table showing line by line differences with
 | |
|       inter-line and intra-line changes highlighted.
 | |
| 
 | |
|       *fromdesc* and *todesc* are optional keyword arguments to specify from/to file
 | |
|       column header strings (both default to an empty string).
 | |
| 
 | |
|       *context* and *numlines* are both optional keyword arguments. Set *context* to
 | |
|       ``True`` when contextual differences are to be shown, else the default is
 | |
|       ``False`` to show the full files. *numlines* defaults to ``5``.  When *context*
 | |
|       is ``True`` *numlines* controls the number of context lines which surround the
 | |
|       difference highlights.  When *context* is ``False`` *numlines* controls the
 | |
|       number of lines which are shown before a difference highlight when using the
 | |
|       "next" hyperlinks (setting to zero would cause the "next" hyperlinks to place
 | |
|       the next difference highlight at the top of the browser without any leading
 | |
|       context).
 | |
| 
 | |
|       .. note::
 | |
|          *fromdesc* and *todesc* are interpreted as unescaped HTML and should be
 | |
|          properly escaped while receiving input from untrusted sources.
 | |
| 
 | |
|       .. versionchanged:: 3.5
 | |
|          *charset* keyword-only argument was added.  The default charset of
 | |
|          HTML document changed from ``'ISO-8859-1'`` to ``'utf-8'``.
 | |
| 
 | |
|    .. method:: make_table(fromlines, tolines, fromdesc='', todesc='', context=False, numlines=5)
 | |
| 
 | |
|       Compares *fromlines* and *tolines* (lists of strings) and returns a string which
 | |
|       is a complete HTML table showing line by line differences with inter-line and
 | |
|       intra-line changes highlighted.
 | |
| 
 | |
|       The arguments for this method are the same as those for the :meth:`make_file`
 | |
|       method.
 | |
| 
 | |
| 
 | |
| 
 | |
| .. function:: context_diff(a, b, fromfile='', tofile='', fromfiledate='', tofiledate='', n=3, lineterm='\n')
 | |
| 
 | |
|    Compare *a* and *b* (lists of strings); return a delta (a :term:`generator`
 | |
|    generating the delta lines) in context diff format.
 | |
| 
 | |
|    Context diffs are a compact way of showing just the lines that have changed plus
 | |
|    a few lines of context.  The changes are shown in a before/after style.  The
 | |
|    number of context lines is set by *n* which defaults to three.
 | |
| 
 | |
|    By default, the diff control lines (those with ``***`` or ``---``) are created
 | |
|    with a trailing newline.  This is helpful so that inputs created from
 | |
|    :func:`io.IOBase.readlines` result in diffs that are suitable for use with
 | |
|    :func:`io.IOBase.writelines` since both the inputs and outputs have trailing
 | |
|    newlines.
 | |
| 
 | |
|    For inputs that do not have trailing newlines, set the *lineterm* argument to
 | |
|    ``""`` so that the output will be uniformly newline free.
 | |
| 
 | |
|    The context diff format normally has a header for filenames and modification
 | |
|    times.  Any or all of these may be specified using strings for *fromfile*,
 | |
|    *tofile*, *fromfiledate*, and *tofiledate*.  The modification times are normally
 | |
|    expressed in the ISO 8601 format. If not specified, the
 | |
|    strings default to blanks.
 | |
| 
 | |
|       >>> s1 = ['bacon\n', 'eggs\n', 'ham\n', 'guido\n']
 | |
|       >>> s2 = ['python\n', 'eggy\n', 'hamster\n', 'guido\n']
 | |
|       >>> sys.stdout.writelines(context_diff(s1, s2, fromfile='before.py', tofile='after.py'))
 | |
|       *** before.py
 | |
|       --- after.py
 | |
|       ***************
 | |
|       *** 1,4 ****
 | |
|       ! bacon
 | |
|       ! eggs
 | |
|       ! ham
 | |
|         guido
 | |
|       --- 1,4 ----
 | |
|       ! python
 | |
|       ! eggy
 | |
|       ! hamster
 | |
|         guido
 | |
| 
 | |
|    See :ref:`difflib-interface` for a more detailed example.
 | |
| 
 | |
| 
 | |
| .. function:: get_close_matches(word, possibilities, n=3, cutoff=0.6)
 | |
| 
 | |
|    Return a list of the best "good enough" matches.  *word* is a sequence for which
 | |
|    close matches are desired (typically a string), and *possibilities* is a list of
 | |
|    sequences against which to match *word* (typically a list of strings).
 | |
| 
 | |
|    Optional argument *n* (default ``3``) is the maximum number of close matches to
 | |
|    return; *n* must be greater than ``0``.
 | |
| 
 | |
|    Optional argument *cutoff* (default ``0.6``) is a float in the range [0, 1].
 | |
|    Possibilities that don't score at least that similar to *word* are ignored.
 | |
| 
 | |
|    The best (no more than *n*) matches among the possibilities are returned in a
 | |
|    list, sorted by similarity score, most similar first.
 | |
| 
 | |
|       >>> get_close_matches('appel', ['ape', 'apple', 'peach', 'puppy'])
 | |
|       ['apple', 'ape']
 | |
|       >>> import keyword
 | |
|       >>> get_close_matches('wheel', keyword.kwlist)
 | |
|       ['while']
 | |
|       >>> get_close_matches('pineapple', keyword.kwlist)
 | |
|       []
 | |
|       >>> get_close_matches('accept', keyword.kwlist)
 | |
|       ['except']
 | |
| 
 | |
| 
 | |
| .. function:: ndiff(a, b, linejunk=None, charjunk=IS_CHARACTER_JUNK)
 | |
| 
 | |
|    Compare *a* and *b* (lists of strings); return a :class:`Differ`\ -style
 | |
|    delta (a :term:`generator` generating the delta lines).
 | |
| 
 | |
|    Optional keyword parameters *linejunk* and *charjunk* are filtering functions
 | |
|    (or ``None``):
 | |
| 
 | |
|    *linejunk*: A function that accepts a single string argument, and returns
 | |
|    true if the string is junk, or false if not. The default is ``None``. There
 | |
|    is also a module-level function :func:`IS_LINE_JUNK`, which filters out lines
 | |
|    without visible characters, except for at most one pound character (``'#'``)
 | |
|    -- however the underlying :class:`SequenceMatcher` class does a dynamic
 | |
|    analysis of which lines are so frequent as to constitute noise, and this
 | |
|    usually works better than using this function.
 | |
| 
 | |
|    *charjunk*: A function that accepts a character (a string of length 1), and
 | |
|    returns if the character is junk, or false if not. The default is module-level
 | |
|    function :func:`IS_CHARACTER_JUNK`, which filters out whitespace characters (a
 | |
|    blank or tab; it's a bad idea to include newline in this!).
 | |
| 
 | |
|       >>> diff = ndiff('one\ntwo\nthree\n'.splitlines(keepends=True),
 | |
|       ...              'ore\ntree\nemu\n'.splitlines(keepends=True))
 | |
|       >>> print(''.join(diff), end="")
 | |
|       - one
 | |
|       ?  ^
 | |
|       + ore
 | |
|       ?  ^
 | |
|       - two
 | |
|       - three
 | |
|       ?  -
 | |
|       + tree
 | |
|       + emu
 | |
| 
 | |
| 
 | |
| .. function:: restore(sequence, which)
 | |
| 
 | |
|    Return one of the two sequences that generated a delta.
 | |
| 
 | |
|    Given a *sequence* produced by :meth:`Differ.compare` or :func:`ndiff`, extract
 | |
|    lines originating from file 1 or 2 (parameter *which*), stripping off line
 | |
|    prefixes.
 | |
| 
 | |
|    Example:
 | |
| 
 | |
|       >>> diff = ndiff('one\ntwo\nthree\n'.splitlines(keepends=True),
 | |
|       ...              'ore\ntree\nemu\n'.splitlines(keepends=True))
 | |
|       >>> diff = list(diff) # materialize the generated delta into a list
 | |
|       >>> print(''.join(restore(diff, 1)), end="")
 | |
|       one
 | |
|       two
 | |
|       three
 | |
|       >>> print(''.join(restore(diff, 2)), end="")
 | |
|       ore
 | |
|       tree
 | |
|       emu
 | |
| 
 | |
| 
 | |
| .. function:: unified_diff(a, b, fromfile='', tofile='', fromfiledate='', tofiledate='', n=3, lineterm='\n')
 | |
| 
 | |
|    Compare *a* and *b* (lists of strings); return a delta (a :term:`generator`
 | |
|    generating the delta lines) in unified diff format.
 | |
| 
 | |
|    Unified diffs are a compact way of showing just the lines that have changed plus
 | |
|    a few lines of context.  The changes are shown in an inline style (instead of
 | |
|    separate before/after blocks).  The number of context lines is set by *n* which
 | |
|    defaults to three.
 | |
| 
 | |
|    By default, the diff control lines (those with ``---``, ``+++``, or ``@@``) are
 | |
|    created with a trailing newline.  This is helpful so that inputs created from
 | |
|    :func:`io.IOBase.readlines` result in diffs that are suitable for use with
 | |
|    :func:`io.IOBase.writelines` since both the inputs and outputs have trailing
 | |
|    newlines.
 | |
| 
 | |
|    For inputs that do not have trailing newlines, set the *lineterm* argument to
 | |
|    ``""`` so that the output will be uniformly newline free.
 | |
| 
 | |
|    The context diff format normally has a header for filenames and modification
 | |
|    times.  Any or all of these may be specified using strings for *fromfile*,
 | |
|    *tofile*, *fromfiledate*, and *tofiledate*.  The modification times are normally
 | |
|    expressed in the ISO 8601 format. If not specified, the
 | |
|    strings default to blanks.
 | |
| 
 | |
| 
 | |
|       >>> s1 = ['bacon\n', 'eggs\n', 'ham\n', 'guido\n']
 | |
|       >>> s2 = ['python\n', 'eggy\n', 'hamster\n', 'guido\n']
 | |
|       >>> sys.stdout.writelines(unified_diff(s1, s2, fromfile='before.py', tofile='after.py'))
 | |
|       --- before.py
 | |
|       +++ after.py
 | |
|       @@ -1,4 +1,4 @@
 | |
|       -bacon
 | |
|       -eggs
 | |
|       -ham
 | |
|       +python
 | |
|       +eggy
 | |
|       +hamster
 | |
|        guido
 | |
| 
 | |
|    See :ref:`difflib-interface` for a more detailed example.
 | |
| 
 | |
| .. function:: diff_bytes(dfunc, a, b, fromfile=b'', tofile=b'', fromfiledate=b'', tofiledate=b'', n=3, lineterm=b'\n')
 | |
| 
 | |
|    Compare *a* and *b* (lists of bytes objects) using *dfunc*; yield a
 | |
|    sequence of delta lines (also bytes) in the format returned by *dfunc*.
 | |
|    *dfunc* must be a callable, typically either :func:`unified_diff` or
 | |
|    :func:`context_diff`.
 | |
| 
 | |
|    Allows you to compare data with unknown or inconsistent encoding. All
 | |
|    inputs except *n* must be bytes objects, not str. Works by losslessly
 | |
|    converting all inputs (except *n*) to str, and calling ``dfunc(a, b,
 | |
|    fromfile, tofile, fromfiledate, tofiledate, n, lineterm)``. The output of
 | |
|    *dfunc* is then converted back to bytes, so the delta lines that you
 | |
|    receive have the same unknown/inconsistent encodings as *a* and *b*.
 | |
| 
 | |
|    .. versionadded:: 3.5
 | |
| 
 | |
| .. function:: IS_LINE_JUNK(line)
 | |
| 
 | |
|    Return ``True`` for ignorable lines.  The line *line* is ignorable if *line* is
 | |
|    blank or contains a single ``'#'``, otherwise it is not ignorable.  Used as a
 | |
|    default for parameter *linejunk* in :func:`ndiff` in older versions.
 | |
| 
 | |
| 
 | |
| .. function:: IS_CHARACTER_JUNK(ch)
 | |
| 
 | |
|    Return ``True`` for ignorable characters.  The character *ch* is ignorable if *ch*
 | |
|    is a space or tab, otherwise it is not ignorable.  Used as a default for
 | |
|    parameter *charjunk* in :func:`ndiff`.
 | |
| 
 | |
| 
 | |
| .. seealso::
 | |
| 
 | |
|    `Pattern Matching: The Gestalt Approach <https://www.drdobbs.com/database/pattern-matching-the-gestalt-approach/184407970>`_
 | |
|       Discussion of a similar algorithm by John W. Ratcliff and D. E. Metzener. This
 | |
|       was published in `Dr. Dobb's Journal <https://www.drdobbs.com/>`_ in July, 1988.
 | |
| 
 | |
| 
 | |
| .. _sequence-matcher:
 | |
| 
 | |
| SequenceMatcher Objects
 | |
| -----------------------
 | |
| 
 | |
| The :class:`SequenceMatcher` class has this constructor:
 | |
| 
 | |
| 
 | |
| .. class:: SequenceMatcher(isjunk=None, a='', b='', autojunk=True)
 | |
| 
 | |
|    Optional argument *isjunk* must be ``None`` (the default) or a one-argument
 | |
|    function that takes a sequence element and returns true if and only if the
 | |
|    element is "junk" and should be ignored. Passing ``None`` for *isjunk* is
 | |
|    equivalent to passing ``lambda x: False``; in other words, no elements are ignored.
 | |
|    For example, pass::
 | |
| 
 | |
|       lambda x: x in " \t"
 | |
| 
 | |
|    if you're comparing lines as sequences of characters, and don't want to synch up
 | |
|    on blanks or hard tabs.
 | |
| 
 | |
|    The optional arguments *a* and *b* are sequences to be compared; both default to
 | |
|    empty strings.  The elements of both sequences must be :term:`hashable`.
 | |
| 
 | |
|    The optional argument *autojunk* can be used to disable the automatic junk
 | |
|    heuristic.
 | |
| 
 | |
|    .. versionadded:: 3.2
 | |
|       The *autojunk* parameter.
 | |
| 
 | |
|    SequenceMatcher objects get three data attributes: *bjunk* is the
 | |
|    set of elements of *b* for which *isjunk* is ``True``; *bpopular* is the set of
 | |
|    non-junk elements considered popular by the heuristic (if it is not
 | |
|    disabled); *b2j* is a dict mapping the remaining elements of *b* to a list
 | |
|    of positions where they occur. All three are reset whenever *b* is reset
 | |
|    with :meth:`set_seqs` or :meth:`set_seq2`.
 | |
| 
 | |
|    .. versionadded:: 3.2
 | |
|       The *bjunk* and *bpopular* attributes.
 | |
| 
 | |
|    :class:`SequenceMatcher` objects have the following methods:
 | |
| 
 | |
|    .. method:: set_seqs(a, b)
 | |
| 
 | |
|       Set the two sequences to be compared.
 | |
| 
 | |
|    :class:`SequenceMatcher` computes and caches detailed information about the
 | |
|    second sequence, so if you want to compare one sequence against many
 | |
|    sequences, use :meth:`set_seq2` to set the commonly used sequence once and
 | |
|    call :meth:`set_seq1` repeatedly, once for each of the other sequences.
 | |
| 
 | |
| 
 | |
|    .. method:: set_seq1(a)
 | |
| 
 | |
|       Set the first sequence to be compared.  The second sequence to be compared
 | |
|       is not changed.
 | |
| 
 | |
| 
 | |
|    .. method:: set_seq2(b)
 | |
| 
 | |
|       Set the second sequence to be compared.  The first sequence to be compared
 | |
|       is not changed.
 | |
| 
 | |
| 
 | |
|    .. method:: find_longest_match(alo=0, ahi=None, blo=0, bhi=None)
 | |
| 
 | |
|       Find longest matching block in ``a[alo:ahi]`` and ``b[blo:bhi]``.
 | |
| 
 | |
|       If *isjunk* was omitted or ``None``, :meth:`find_longest_match` returns
 | |
|       ``(i, j, k)`` such that ``a[i:i+k]`` is equal to ``b[j:j+k]``, where ``alo
 | |
|       <= i <= i+k <= ahi`` and ``blo <= j <= j+k <= bhi``. For all ``(i', j',
 | |
|       k')`` meeting those conditions, the additional conditions ``k >= k'``, ``i
 | |
|       <= i'``, and if ``i == i'``, ``j <= j'`` are also met. In other words, of
 | |
|       all maximal matching blocks, return one that starts earliest in *a*, and
 | |
|       of all those maximal matching blocks that start earliest in *a*, return
 | |
|       the one that starts earliest in *b*.
 | |
| 
 | |
|          >>> s = SequenceMatcher(None, " abcd", "abcd abcd")
 | |
|          >>> s.find_longest_match(0, 5, 0, 9)
 | |
|          Match(a=0, b=4, size=5)
 | |
| 
 | |
|       If *isjunk* was provided, first the longest matching block is determined
 | |
|       as above, but with the additional restriction that no junk element appears
 | |
|       in the block.  Then that block is extended as far as possible by matching
 | |
|       (only) junk elements on both sides. So the resulting block never matches
 | |
|       on junk except as identical junk happens to be adjacent to an interesting
 | |
|       match.
 | |
| 
 | |
|       Here's the same example as before, but considering blanks to be junk. That
 | |
|       prevents ``' abcd'`` from matching the ``' abcd'`` at the tail end of the
 | |
|       second sequence directly.  Instead only the ``'abcd'`` can match, and
 | |
|       matches the leftmost ``'abcd'`` in the second sequence:
 | |
| 
 | |
|          >>> s = SequenceMatcher(lambda x: x==" ", " abcd", "abcd abcd")
 | |
|          >>> s.find_longest_match(0, 5, 0, 9)
 | |
|          Match(a=1, b=0, size=4)
 | |
| 
 | |
|       If no blocks match, this returns ``(alo, blo, 0)``.
 | |
| 
 | |
|       This method returns a :term:`named tuple` ``Match(a, b, size)``.
 | |
| 
 | |
|       .. versionchanged:: 3.9
 | |
|          Added default arguments.
 | |
| 
 | |
| 
 | |
|    .. method:: get_matching_blocks()
 | |
| 
 | |
|       Return list of triples describing non-overlapping matching subsequences.
 | |
|       Each triple is of the form ``(i, j, n)``,
 | |
|       and means that ``a[i:i+n] == b[j:j+n]``.  The
 | |
|       triples are monotonically increasing in *i* and *j*.
 | |
| 
 | |
|       The last triple is a dummy, and has the value ``(len(a), len(b), 0)``.  It
 | |
|       is the only triple with ``n == 0``.  If ``(i, j, n)`` and ``(i', j', n')``
 | |
|       are adjacent triples in the list, and the second is not the last triple in
 | |
|       the list, then ``i+n < i'`` or ``j+n < j'``; in other words, adjacent
 | |
|       triples always describe non-adjacent equal blocks.
 | |
| 
 | |
|       .. XXX Explain why a dummy is used!
 | |
| 
 | |
|       .. doctest::
 | |
| 
 | |
|          >>> s = SequenceMatcher(None, "abxcd", "abcd")
 | |
|          >>> s.get_matching_blocks()
 | |
|          [Match(a=0, b=0, size=2), Match(a=3, b=2, size=2), Match(a=5, b=4, size=0)]
 | |
| 
 | |
| 
 | |
|    .. method:: get_opcodes()
 | |
| 
 | |
|       Return list of 5-tuples describing how to turn *a* into *b*. Each tuple is
 | |
|       of the form ``(tag, i1, i2, j1, j2)``.  The first tuple has ``i1 == j1 ==
 | |
|       0``, and remaining tuples have *i1* equal to the *i2* from the preceding
 | |
|       tuple, and, likewise, *j1* equal to the previous *j2*.
 | |
| 
 | |
|       The *tag* values are strings, with these meanings:
 | |
| 
 | |
|       +---------------+---------------------------------------------+
 | |
|       | Value         | Meaning                                     |
 | |
|       +===============+=============================================+
 | |
|       | ``'replace'`` | ``a[i1:i2]`` should be replaced by          |
 | |
|       |               | ``b[j1:j2]``.                               |
 | |
|       +---------------+---------------------------------------------+
 | |
|       | ``'delete'``  | ``a[i1:i2]`` should be deleted.  Note that  |
 | |
|       |               | ``j1 == j2`` in this case.                  |
 | |
|       +---------------+---------------------------------------------+
 | |
|       | ``'insert'``  | ``b[j1:j2]`` should be inserted at          |
 | |
|       |               | ``a[i1:i1]``. Note that ``i1 == i2`` in     |
 | |
|       |               | this case.                                  |
 | |
|       +---------------+---------------------------------------------+
 | |
|       | ``'equal'``   | ``a[i1:i2] == b[j1:j2]`` (the sub-sequences |
 | |
|       |               | are equal).                                 |
 | |
|       +---------------+---------------------------------------------+
 | |
| 
 | |
|       For example::
 | |
| 
 | |
|         >>> a = "qabxcd"
 | |
|         >>> b = "abycdf"
 | |
|         >>> s = SequenceMatcher(None, a, b)
 | |
|         >>> for tag, i1, i2, j1, j2 in s.get_opcodes():
 | |
|         ...     print('{:7}   a[{}:{}] --> b[{}:{}] {!r:>8} --> {!r}'.format(
 | |
|         ...         tag, i1, i2, j1, j2, a[i1:i2], b[j1:j2]))
 | |
|         delete    a[0:1] --> b[0:0]      'q' --> ''
 | |
|         equal     a[1:3] --> b[0:2]     'ab' --> 'ab'
 | |
|         replace   a[3:4] --> b[2:3]      'x' --> 'y'
 | |
|         equal     a[4:6] --> b[3:5]     'cd' --> 'cd'
 | |
|         insert    a[6:6] --> b[5:6]       '' --> 'f'
 | |
| 
 | |
| 
 | |
|    .. method:: get_grouped_opcodes(n=3)
 | |
| 
 | |
|       Return a :term:`generator` of groups with up to *n* lines of context.
 | |
| 
 | |
|       Starting with the groups returned by :meth:`get_opcodes`, this method
 | |
|       splits out smaller change clusters and eliminates intervening ranges which
 | |
|       have no changes.
 | |
| 
 | |
|       The groups are returned in the same format as :meth:`get_opcodes`.
 | |
| 
 | |
| 
 | |
|    .. method:: ratio()
 | |
| 
 | |
|       Return a measure of the sequences' similarity as a float in the range [0,
 | |
|       1].
 | |
| 
 | |
|       Where T is the total number of elements in both sequences, and M is the
 | |
|       number of matches, this is 2.0\*M / T. Note that this is ``1.0`` if the
 | |
|       sequences are identical, and ``0.0`` if they have nothing in common.
 | |
| 
 | |
|       This is expensive to compute if :meth:`get_matching_blocks` or
 | |
|       :meth:`get_opcodes` hasn't already been called, in which case you may want
 | |
|       to try :meth:`quick_ratio` or :meth:`real_quick_ratio` first to get an
 | |
|       upper bound.
 | |
| 
 | |
|       .. note::
 | |
| 
 | |
|          Caution: The result of a :meth:`ratio` call may depend on the order of
 | |
|          the arguments. For instance::
 | |
| 
 | |
|             >>> SequenceMatcher(None, 'tide', 'diet').ratio()
 | |
|             0.25
 | |
|             >>> SequenceMatcher(None, 'diet', 'tide').ratio()
 | |
|             0.5
 | |
| 
 | |
| 
 | |
|    .. method:: quick_ratio()
 | |
| 
 | |
|       Return an upper bound on :meth:`ratio` relatively quickly.
 | |
| 
 | |
| 
 | |
|    .. method:: real_quick_ratio()
 | |
| 
 | |
|       Return an upper bound on :meth:`ratio` very quickly.
 | |
| 
 | |
| 
 | |
| The three methods that return the ratio of matching to total characters can give
 | |
| different results due to differing levels of approximation, although
 | |
| :meth:`quick_ratio` and :meth:`real_quick_ratio` are always at least as large as
 | |
| :meth:`ratio`:
 | |
| 
 | |
|    >>> s = SequenceMatcher(None, "abcd", "bcde")
 | |
|    >>> s.ratio()
 | |
|    0.75
 | |
|    >>> s.quick_ratio()
 | |
|    0.75
 | |
|    >>> s.real_quick_ratio()
 | |
|    1.0
 | |
| 
 | |
| 
 | |
| .. _sequencematcher-examples:
 | |
| 
 | |
| SequenceMatcher Examples
 | |
| ------------------------
 | |
| 
 | |
| This example compares two strings, considering blanks to be "junk":
 | |
| 
 | |
|    >>> s = SequenceMatcher(lambda x: x == " ",
 | |
|    ...                     "private Thread currentThread;",
 | |
|    ...                     "private volatile Thread currentThread;")
 | |
| 
 | |
| :meth:`ratio` returns a float in [0, 1], measuring the similarity of the
 | |
| sequences.  As a rule of thumb, a :meth:`ratio` value over 0.6 means the
 | |
| sequences are close matches:
 | |
| 
 | |
|    >>> print(round(s.ratio(), 3))
 | |
|    0.866
 | |
| 
 | |
| If you're only interested in where the sequences match,
 | |
| :meth:`get_matching_blocks` is handy:
 | |
| 
 | |
|    >>> for block in s.get_matching_blocks():
 | |
|    ...     print("a[%d] and b[%d] match for %d elements" % block)
 | |
|    a[0] and b[0] match for 8 elements
 | |
|    a[8] and b[17] match for 21 elements
 | |
|    a[29] and b[38] match for 0 elements
 | |
| 
 | |
| Note that the last tuple returned by :meth:`get_matching_blocks` is always a
 | |
| dummy, ``(len(a), len(b), 0)``, and this is the only case in which the last
 | |
| tuple element (number of elements matched) is ``0``.
 | |
| 
 | |
| If you want to know how to change the first sequence into the second, use
 | |
| :meth:`get_opcodes`:
 | |
| 
 | |
|    >>> for opcode in s.get_opcodes():
 | |
|    ...     print("%6s a[%d:%d] b[%d:%d]" % opcode)
 | |
|     equal a[0:8] b[0:8]
 | |
|    insert a[8:8] b[8:17]
 | |
|     equal a[8:29] b[17:38]
 | |
| 
 | |
| .. seealso::
 | |
| 
 | |
|    * The :func:`get_close_matches` function in this module which shows how
 | |
|      simple code building on :class:`SequenceMatcher` can be used to do useful
 | |
|      work.
 | |
| 
 | |
|    * `Simple version control recipe
 | |
|      <https://code.activestate.com/recipes/576729/>`_ for a small application
 | |
|      built with :class:`SequenceMatcher`.
 | |
| 
 | |
| 
 | |
| .. _differ-objects:
 | |
| 
 | |
| Differ Objects
 | |
| --------------
 | |
| 
 | |
| Note that :class:`Differ`\ -generated deltas make no claim to be **minimal**
 | |
| diffs. To the contrary, minimal diffs are often counter-intuitive, because they
 | |
| synch up anywhere possible, sometimes accidental matches 100 pages apart.
 | |
| Restricting synch points to contiguous matches preserves some notion of
 | |
| locality, at the occasional cost of producing a longer diff.
 | |
| 
 | |
| The :class:`Differ` class has this constructor:
 | |
| 
 | |
| 
 | |
| .. class:: Differ(linejunk=None, charjunk=None)
 | |
|    :noindex:
 | |
| 
 | |
|    Optional keyword parameters *linejunk* and *charjunk* are for filter functions
 | |
|    (or ``None``):
 | |
| 
 | |
|    *linejunk*: A function that accepts a single string argument, and returns true
 | |
|    if the string is junk.  The default is ``None``, meaning that no line is
 | |
|    considered junk.
 | |
| 
 | |
|    *charjunk*: A function that accepts a single character argument (a string of
 | |
|    length 1), and returns true if the character is junk. The default is ``None``,
 | |
|    meaning that no character is considered junk.
 | |
| 
 | |
|    These junk-filtering functions speed up matching to find
 | |
|    differences and do not cause any differing lines or characters to
 | |
|    be ignored.  Read the description of the
 | |
|    :meth:`~SequenceMatcher.find_longest_match` method's *isjunk*
 | |
|    parameter for an explanation.
 | |
| 
 | |
|    :class:`Differ` objects are used (deltas generated) via a single method:
 | |
| 
 | |
| 
 | |
|    .. method:: Differ.compare(a, b)
 | |
| 
 | |
|       Compare two sequences of lines, and generate the delta (a sequence of lines).
 | |
| 
 | |
|       Each sequence must contain individual single-line strings ending with
 | |
|       newlines.  Such sequences can be obtained from the
 | |
|       :meth:`~io.IOBase.readlines` method of file-like objects.  The delta
 | |
|       generated also consists of newline-terminated strings, ready to be
 | |
|       printed as-is via the :meth:`~io.IOBase.writelines` method of a
 | |
|       file-like object.
 | |
| 
 | |
| 
 | |
| .. _differ-examples:
 | |
| 
 | |
| Differ Example
 | |
| --------------
 | |
| 
 | |
| This example compares two texts. First we set up the texts, sequences of
 | |
| individual single-line strings ending with newlines (such sequences can also be
 | |
| obtained from the :meth:`~io.BaseIO.readlines` method of file-like objects):
 | |
| 
 | |
|    >>> text1 = '''  1. Beautiful is better than ugly.
 | |
|    ...   2. Explicit is better than implicit.
 | |
|    ...   3. Simple is better than complex.
 | |
|    ...   4. Complex is better than complicated.
 | |
|    ... '''.splitlines(keepends=True)
 | |
|    >>> len(text1)
 | |
|    4
 | |
|    >>> text1[0][-1]
 | |
|    '\n'
 | |
|    >>> text2 = '''  1. Beautiful is better than ugly.
 | |
|    ...   3.   Simple is better than complex.
 | |
|    ...   4. Complicated is better than complex.
 | |
|    ...   5. Flat is better than nested.
 | |
|    ... '''.splitlines(keepends=True)
 | |
| 
 | |
| Next we instantiate a Differ object:
 | |
| 
 | |
|    >>> d = Differ()
 | |
| 
 | |
| Note that when instantiating a :class:`Differ` object we may pass functions to
 | |
| filter out line and character "junk."  See the :meth:`Differ` constructor for
 | |
| details.
 | |
| 
 | |
| Finally, we compare the two:
 | |
| 
 | |
|    >>> result = list(d.compare(text1, text2))
 | |
| 
 | |
| ``result`` is a list of strings, so let's pretty-print it:
 | |
| 
 | |
|    >>> from pprint import pprint
 | |
|    >>> pprint(result)
 | |
|    ['    1. Beautiful is better than ugly.\n',
 | |
|     '-   2. Explicit is better than implicit.\n',
 | |
|     '-   3. Simple is better than complex.\n',
 | |
|     '+   3.   Simple is better than complex.\n',
 | |
|     '?     ++\n',
 | |
|     '-   4. Complex is better than complicated.\n',
 | |
|     '?            ^                     ---- ^\n',
 | |
|     '+   4. Complicated is better than complex.\n',
 | |
|     '?           ++++ ^                      ^\n',
 | |
|     '+   5. Flat is better than nested.\n']
 | |
| 
 | |
| As a single multi-line string it looks like this:
 | |
| 
 | |
|    >>> import sys
 | |
|    >>> sys.stdout.writelines(result)
 | |
|        1. Beautiful is better than ugly.
 | |
|    -   2. Explicit is better than implicit.
 | |
|    -   3. Simple is better than complex.
 | |
|    +   3.   Simple is better than complex.
 | |
|    ?     ++
 | |
|    -   4. Complex is better than complicated.
 | |
|    ?            ^                     ---- ^
 | |
|    +   4. Complicated is better than complex.
 | |
|    ?           ++++ ^                      ^
 | |
|    +   5. Flat is better than nested.
 | |
| 
 | |
| 
 | |
| .. _difflib-interface:
 | |
| 
 | |
| A command-line interface to difflib
 | |
| -----------------------------------
 | |
| 
 | |
| This example shows how to use difflib to create a ``diff``-like utility.
 | |
| 
 | |
| .. literalinclude:: ../includes/diff.py
 | |
| 
 | |
| ndiff example
 | |
| -------------
 | |
| 
 | |
| This example shows how to use :func:`difflib.ndiff`.
 | |
| 
 | |
| .. literalinclude:: ../includes/ndiff.py
 |