r"""
Subwords

A subword of a word `w` is a word obtained by deleting the letters at some
(non necessarily adjacent) positions in `w`. It is not to be confused with the
notion of factor where one keeps adjacent positions in `w`. Sometimes it is
useful to allow repeated uses of the same letter of `w` in a "generalized"
subword. We call this a subword with repetitions.

For example:

- "bnjr" is a subword of the word "bonjour" but not a factor;

- "njo" is both a factor and a subword of the word "bonjour";

- "nr" is a subword of "bonjour";

- "rn" is not a subword of "bonjour";

- "nnu" is not a subword of "bonjour";

- "nnu" is a subword with repetitions of "bonjour";

A word can be given either as a string, as a list or as a tuple.


As repetition can occur in the initial word, the subwords of a given words is
not a set in general but an enumerated multiset!

.. TODO::

    - implement subwords with repetitions

    - implement the category of EnumeratedMultiset and inheritate from
      when needed (i.e. the initial word has repeated letters)

AUTHORS:

- Mike Hansen: initial version

- Florent Hivert (2009/02/06): doc improvements + new methods + bug fixes
"""

#*****************************************************************************
#       Copyright (C) 2007 Mike Hansen <mhansen@gmail.com>,
#                     2014 Vincent Delecroix <20100.delecroix@gmail.com>,
#
#  Distributed under the terms of the GNU General Public License (GPL)
#
#    This code is distributed in the hope that it will be useful,
#    but WITHOUT ANY WARRANTY; without even the implied warranty of
#    MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the GNU
#    General Public License for more details.
#
#  The full text of the GPL is available at:
#
#                  http://www.gnu.org/licenses/
#*****************************************************************************
from six.moves import range

import itertools

from sage.structure.parent import Parent

from sage.categories.finite_enumerated_sets import FiniteEnumeratedSets

import sage.arith.all as arith
import sage.misc.prandom as prandom
from sage.rings.integer import Integer
from sage.sets.finite_enumerated_set import FiniteEnumeratedSet

def _stringification(data):
    r"""
    TESTS::

        sage: from sage.combinat.subword import _stringification
        sage: _stringification(['a','b','c'])
        'abc'
    """
    return ''.join(data)

def Subwords(w, k=None, element_constructor=None):
    """
    Return the set of subwords of ``w``.

    INPUT:

    - ``w`` -- a word (can be a list, a string, a tuple or a word)

    - ``k`` -- an optional integer to specify the length of subwords

    - ``element_constructor`` -- an optional function that will be used
      to build the subwords

    EXAMPLES::

        sage: S = Subwords(['a','b','c']); S
        Subwords of ['a', 'b', 'c']
        sage: S.first()
        []
        sage: S.last()
        ['a', 'b', 'c']
        sage: S.list()
        [[], ['a'], ['b'], ['c'], ['a', 'b'], ['a', 'c'], ['b', 'c'], ['a', 'b', 'c']]

    The same example using string, tuple or a word::

        sage: S = Subwords('abc'); S
        Subwords of 'abc'
        sage: S.list()
        ['', 'a', 'b', 'c', 'ab', 'ac', 'bc', 'abc']

        sage: S = Subwords((1,2,3)); S
        Subwords of (1, 2, 3)
        sage: S.list()
        [(), (1,), (2,), (3,), (1, 2), (1, 3), (2, 3), (1, 2, 3)]

        sage: w = Word([1,2,3])
        sage: S = Subwords(w); S
        Subwords of word: 123
        sage: S.list()
        [word: , word: 1, word: 2, word: 3, word: 12, word: 13, word: 23, word: 123]

    Using word with specified length::

        sage: S = Subwords(['a','b','c'], 2); S
        Subwords of ['a', 'b', 'c'] of length 2
        sage: S.list()
        [['a', 'b'], ['a', 'c'], ['b', 'c']]

    An example that uses the ``element_constructor`` argument::

        sage: p = Permutation([3,2,1])
        sage: Subwords(p, element_constructor=tuple).list()
        [(), (3,), (2,), (1,), (3, 2), (3, 1), (2, 1), (3, 2, 1)]
        sage: Subwords(p, 2, element_constructor=tuple).list()
        [(3, 2), (3, 1), (2, 1)]
    """
    if element_constructor is None:
        datatype = type(w)  # 'datatype' is the type of w
        if datatype is list or datatype is tuple:
            element_constructor = datatype
        elif datatype is str:
            element_constructor = _stringification
        else:
            from sage.combinat.words.words import Words
            try:
                alphabet = w.parent().alphabet()
                element_constructor = Words(alphabet)
            except AttributeError:
                element_constructor = list

    if k is None:
        return Subwords_w(w, element_constructor)
    if not isinstance(k, (int, Integer)):
        raise ValueError("k should be an integer")
    if k < 0 or k > len(w):
        return FiniteEnumeratedSet([])
    return Subwords_wk(w, k, element_constructor)

class Subwords_w(Parent):
    r"""
    Subwords of a given word.
    """
    def __init__(self, w, element_constructor):
        """
        TESTS::

            sage: TestSuite(Subwords([1,2,3])).run()
            sage: TestSuite(Subwords('sage')).run()
        """
        Parent.__init__(self, category=FiniteEnumeratedSets())
        self._w = w
        self._build = element_constructor

    def __eq__(self, other):
        r"""
        Equality test.

        TESTS::

            sage: Subwords([1,2,3]) == Subwords([1,2,3])
            True
            sage: Subwords([1,2,3]) == Subwords([1,3,2])
            False
        """
        return self.__class__ == other.__class__ and self._w == other._w and self._build == other._build

    def __ne__(self, other):
        r"""
        TESTS::

            sage: Subwords([1,2,3]) != Subwords([1,2,3])
            False
            sage: Subwords([1,2,3]) != Subwords([1,3,2])
            True
        """
        return not self == other

    def __reduce__(self):
        r"""
        Pickle (how to construct back the object).

        TESTS::

            sage: S = Subwords((1,2,3))
            sage: S == loads(dumps(S))
            True
            sage: S = Subwords('123')
            sage: S == loads(dumps(S))
            True
            sage: S = Subwords(('a',(1,2,3),('a','b'),'ir'))
            sage: S == loads(dumps(S))
            True
        """
        return (Subwords_w, (self._w, self._build))

    def __repr__(self):
        """
        TESTS::

            sage: repr(Subwords([1,2,3])) # indirect doctest
            'Subwords of [1, 2, 3]'
        """
        return "Subwords of {!r}".format(self._w)

    def __contains__(self, w):
        """
        TESTS::

            sage: [] in Subwords([1,2,3,4,3,4,4])
            True
            sage: [2,3,3,4] in Subwords([1,2,3,4,3,4,4])
            True
            sage: [5,5,3] in Subwords([1,3,3,5,4,5,3,5])
            True
            sage: [3,5,5,3] in Subwords([1,3,3,5,4,5,3,5])
            True
            sage: [3,5,5,3,4] in Subwords([1,3,3,5,4,5,3,5])
            False
            sage: [2,3,3,4] in Subwords([1,2,3,4,3,4,4])
            True
            sage: [2,3,3,1] in Subwords([1,2,3,4,3,4,4])
            False
        """
        return smallest_positions(self._w, w) is not False

    def cardinality(self):
        """
        EXAMPLES::

            sage: Subwords([1,2,3]).cardinality()
            8
        """
        return Integer(1) << len(self._w)

    def first(self):
        """
        EXAMPLES::

            sage: Subwords([1,2,3]).first()
            []
            sage: Subwords((1,2,3)).first()
            ()
            sage: Subwords('123').first()
            ''
        """
        return self._build([])

    def last(self):
        """
        EXAMPLES::

            sage: Subwords([1,2,3]).last()
            [1, 2, 3]
            sage: Subwords((1,2,3)).last()
            (1, 2, 3)
            sage: Subwords('123').last()
            '123'
        """
        return self._build(self._w)

    def random_element(self):
        r"""
        Return a random subword with uniform law.

        EXAMPLES::

            sage: S1 = Subwords([1,2,3,2,1,3])
            sage: S2 = Subwords([4,6,6,6,7,4,5,5])
            sage: for i in range(100):
            ....:   w = S1.random_element()
            ....:   if w in S2:
            ....:       assert(w == [])
            sage: for i in range(100):
            ....:   w = S2.random_element()
            ....:   if w in S1:
            ....:       assert(w == [])
        """
        return self._build(elt for elt in self._w if prandom.randint(0,1))

    def __iter__(self):
        r"""
        EXAMPLES::

            sage: Subwords([1,2,3]).list()
            [[], [1], [2], [3], [1, 2], [1, 3], [2, 3], [1, 2, 3]]
            sage: Subwords((1,2,3)).list()
            [(), (1,), (2,), (3,), (1, 2), (1, 3), (2, 3), (1, 2, 3)]
            sage: Subwords('123').list()
            ['', '1', '2', '3', '12', '13', '23', '123']
        """
        return itertools.chain(*[ Subwords_wk(self._w,i,self._build)
                                  for i in range(len(self._w)+1) ])

class Subwords_wk(Subwords_w):
    r"""
    Subwords with fixed length of a given word.
    """
    def __init__(self, w, k, element_constructor):
        """
        TESTS::

            sage: S = Subwords([1,2,3],2)
            sage: S == loads(dumps(S))
            True
            sage: TestSuite(S).run()
        """
        Subwords_w.__init__(self, w, element_constructor)
        self._k = k

    def __eq__(self, other):
        r"""
        Equality test.

        TESTS::

            sage: Subwords([1,2,3],2) == Subwords([1,2,3],2)
            True
            sage: Subwords([1,2,3],2) == Subwords([1,3,2],2)
            False
            sage: Subwords([1,2,3],2) == Subwords([1,2,3],3)
            False
        """
        return Subwords_w.__eq__(self, other) and self._k == other._k

    def __reduce__(self):
        r"""
        Pickle (how to construct back the object).

        TESTS::

            sage: S = Subwords('abc',2)
            sage: S == loads(dumps(S))
            True
            sage: S = Subwords(('a',1,'45',(1,2)))
            sage: S == loads(dumps(S))
            True
        """
        return (Subwords_wk, (self._w, self._k, self._build))

    def __repr__(self):
        """
        TESTS::

            sage: repr(Subwords([1,2,3],2))  # indirect doctest
            'Subwords of [1, 2, 3] of length 2'
        """
        return "{} of length {}".format(Subwords_w.__repr__(self), self._k)

    def __contains__(self, w):
        """
        TESTS::

            sage: [] in Subwords([1, 3, 3, 5, 4, 5, 3, 5],0)
            True
            sage: [2,3,3,4] in Subwords([1,2,3,4,3,4,4],4)
            True
            sage: [2,3,3,4] in Subwords([1,2,3,4,3,4,4],3)
            False
            sage: [5,5,3] in Subwords([1,3,3,5,4,5,3,5],3)
            True
            sage: [5,5,3] in Subwords([1,3,3,5,4,5,3,5],4)
            False
        """
        return len(w) == self._k and Subwords_w.__contains__(self,w)

    def cardinality(self):
        r"""
        Returns the number of subwords of w of length k.

        EXAMPLES::

            sage: Subwords([1,2,3], 2).cardinality()
            3
        """
        return arith.binomial(Integer(len(self._w)), self._k)

    def first(self):
        r"""
        EXAMPLES::

            sage: Subwords([1,2,3],2).first()
            [1, 2]
            sage: Subwords([1,2,3],0).first()
            []
            sage: Subwords((1,2,3),2).first()
            (1, 2)
            sage: Subwords((1,2,3),0).first()
            ()
            sage: Subwords('123',2).first()
            '12'
            sage: Subwords('123',0).first()
            ''
        """
        return self._build(self._w[i] for i in range(self._k))

    def last(self):
        r"""
        EXAMPLES::

            sage: Subwords([1,2,3],2).last()
            [2, 3]
            sage: Subwords([1,2,3],0).last()
            []
            sage: Subwords((1,2,3),2).last()
            (2, 3)
            sage: Subwords((1,2,3),0).last()
            ()
            sage: Subwords('123',2).last()
            '23'
            sage: Subwords('123',0).last()
            ''

        TESTS::

            sage: Subwords('123', 0).last()  # trac 10534
            ''
        """
        n = len(self._w)
        return self._build(self._w[i] for i in range(n-self._k, n))

    def random_element(self):
        r"""
        Return a random subword of given length with uniform law.

        EXAMPLES::

            sage: S1 = Subwords([1,2,3,2,1],3)
            sage: S2 = Subwords([4,4,5,5,4,5,4,4],3)
            sage: for i in range(100):
            ....:   w = S1.random_element()
            ....:   if w in S2:
            ....:       assert(w == [])
            sage: for i in range(100):
            ....:   w = S2.random_element()
            ....:   if w in S1:
            ....:       assert(w == [])
        """
        sample = prandom.sample(self._w, self._k)
        if self._build is list:
            return sample
        return self._build(sample)

    def __iter__(self):
        """
        EXAMPLES::

            sage: Subwords([1,2,3],2).list()
            [[1, 2], [1, 3], [2, 3]]
            sage: Subwords([1,2,3],0).list()
            [[]]
            sage: Subwords((1,2,3),2).list()
            [(1, 2), (1, 3), (2, 3)]
            sage: Subwords((1,2,3),0).list()
            [()]
            sage: Subwords('abc',2).list()
            ['ab', 'ac', 'bc']
            sage: Subwords('abc',0).list()
            ['']
        """
        if self._k > len(self._w):
            return iter([])
        iterator = itertools.combinations(self._w, self._k)
        if self._build is tuple:
            return iterator
        else:
            return (self._build(x) for x in iterator)


def smallest_positions(word, subword, pos=0):
    """
    Return the smallest positions for which ``subword`` appears as a
    subword of ``word``. If ``pos`` is specified, then it returns the positions
    of the first appearance of subword starting at ``pos``.

    If ``subword`` is not found in ``word``, then return ``False``.

    EXAMPLES::

        sage: sage.combinat.subword.smallest_positions([1,2,3,4], [2,4])
        [1, 3]
        sage: sage.combinat.subword.smallest_positions([1,2,3,4,4], [2,4])
        [1, 3]
        sage: sage.combinat.subword.smallest_positions([1,2,3,3,4,4], [3,4])
        [2, 4]
        sage: sage.combinat.subword.smallest_positions([1,2,3,3,4,4], [3,4],2)
        [2, 4]
        sage: sage.combinat.subword.smallest_positions([1,2,3,3,4,4], [3,4],3)
        [3, 4]
        sage: sage.combinat.subword.smallest_positions([1,2,3,4], [2,3])
        [1, 2]
        sage: sage.combinat.subword.smallest_positions([1,2,3,4], [5,5])
        False
        sage: sage.combinat.subword.smallest_positions([1,3,3,4,5],[3,5])
        [1, 4]
        sage: sage.combinat.subword.smallest_positions([1,3,3,5,4,5,3,5],[3,5,3])
        [1, 3, 6]
        sage: sage.combinat.subword.smallest_positions([1,3,3,5,4,5,3,5],[3,5,3],2)
        [2, 3, 6]
        sage: sage.combinat.subword.smallest_positions([1,2,3,4,3,4,4],[2,3,3,1])
        False
        sage: sage.combinat.subword.smallest_positions([1,3,3,5,4,5,3,5],[3,5,3],3)
        False

    TESTS:

    We check for :trac:`5534`::

        sage: w = ["a", "b", "c", "d"]; ww = ["b", "d"]
        sage: x = sage.combinat.subword.smallest_positions(w, ww); ww
        ['b', 'd']
    """
    pos -= 1
    res = [None] * len(subword)
    for i in range(len(subword)):
        for j in range(pos + 1, len(word) + 1):
            if j == len(word):
                return False
            if word[j] == subword[i]:
                pos = j
                break
        if pos != j:
            return False
        res[i] = pos

    return res
