MLPY/Lib/site-packages/sympy/polys/tests/test_polyclasses.py

"""Tests for OO layer of several polynomial representations. """

from sympy.functions.elementary.miscellaneous import sqrt
from sympy.polys.domains import ZZ, QQ
from sympy.polys.polyclasses import DMP, DMF, ANP
from sympy.polys.polyerrors import (CoercionFailed, ExactQuotientFailed,
                                    NotInvertible)
from sympy.polys.specialpolys import f_polys
from sympy.testing.pytest import raises, warns_deprecated_sympy

f_0, f_1, f_2, f_3, f_4, f_5, f_6 = [ f.to_dense() for f in f_polys() ]

def test_DMP___init__():
    f = DMP([[ZZ(0)], [], [ZZ(0), ZZ(1), ZZ(2)], [ZZ(3)]], ZZ)

    assert f._rep == [[1, 2], [3]]
    assert f.dom == ZZ
    assert f.lev == 1

    f = DMP([[ZZ(1), ZZ(2)], [ZZ(3)]], ZZ, 1)

    assert f._rep == [[1, 2], [3]]
    assert f.dom == ZZ
    assert f.lev == 1

    f = DMP.from_dict({(1, 1): ZZ(1), (0, 0): ZZ(2)}, 1, ZZ)

    assert f._rep == [[1, 0], [2]]
    assert f.dom == ZZ
    assert f.lev == 1


def test_DMP_rep_deprecation():
    f = DMP([1, 2, 3], ZZ)

    with warns_deprecated_sympy():
        assert f.rep == [1, 2, 3]


def test_DMP___eq__():
    assert DMP([[ZZ(1), ZZ(2)], [ZZ(3)]], ZZ) == \
        DMP([[ZZ(1), ZZ(2)], [ZZ(3)]], ZZ)

    assert DMP([[ZZ(1), ZZ(2)], [ZZ(3)]], ZZ) == \
        DMP([[QQ(1), QQ(2)], [QQ(3)]], QQ)
    assert DMP([[QQ(1), QQ(2)], [QQ(3)]], QQ) == \
        DMP([[ZZ(1), ZZ(2)], [ZZ(3)]], ZZ)

    assert DMP([[[ZZ(1)]]], ZZ) != DMP([[ZZ(1)]], ZZ)
    assert DMP([[ZZ(1)]], ZZ) != DMP([[[ZZ(1)]]], ZZ)


def test_DMP___bool__():
    assert bool(DMP([[]], ZZ)) is False
    assert bool(DMP([[ZZ(1)]], ZZ)) is True


def test_DMP_to_dict():
    f = DMP([[ZZ(3)], [], [ZZ(2)], [], [ZZ(8)]], ZZ)

    assert f.to_dict() == \
        {(4, 0): 3, (2, 0): 2, (0, 0): 8}
    assert f.to_sympy_dict() == \
        {(4, 0): ZZ.to_sympy(3), (2, 0): ZZ.to_sympy(2), (0, 0):
         ZZ.to_sympy(8)}


def test_DMP_properties():
    assert DMP([[]], ZZ).is_zero is True
    assert DMP([[ZZ(1)]], ZZ).is_zero is False

    assert DMP([[ZZ(1)]], ZZ).is_one is True
    assert DMP([[ZZ(2)]], ZZ).is_one is False

    assert DMP([[ZZ(1)]], ZZ).is_ground is True
    assert DMP([[ZZ(1)], [ZZ(2)], [ZZ(1)]], ZZ).is_ground is False

    assert DMP([[ZZ(1)], [ZZ(2), ZZ(0)], [ZZ(1), ZZ(0)]], ZZ).is_sqf is True
    assert DMP([[ZZ(1)], [ZZ(2), ZZ(0)], [ZZ(1), ZZ(0), ZZ(0)]], ZZ).is_sqf is False

    assert DMP([[ZZ(1), ZZ(2)], [ZZ(3)]], ZZ).is_monic is True
    assert DMP([[ZZ(2), ZZ(2)], [ZZ(3)]], ZZ).is_monic is False

    assert DMP([[ZZ(1), ZZ(2)], [ZZ(3)]], ZZ).is_primitive is True
    assert DMP([[ZZ(2), ZZ(4)], [ZZ(6)]], ZZ).is_primitive is False


def test_DMP_arithmetics():
    f = DMP([[ZZ(2)], [ZZ(2), ZZ(0)]], ZZ)

    assert f.mul_ground(2) == DMP([[ZZ(4)], [ZZ(4), ZZ(0)]], ZZ)
    assert f.quo_ground(2) == DMP([[ZZ(1)], [ZZ(1), ZZ(0)]], ZZ)

    raises(ExactQuotientFailed, lambda: f.exquo_ground(3))

    f = DMP([[ZZ(-5)]], ZZ)
    g = DMP([[ZZ(5)]], ZZ)

    assert f.abs() == g
    assert abs(f) == g

    assert g.neg() == f
    assert -g == f

    h = DMP([[]], ZZ)

    assert f.add(g) == h
    assert f + g == h
    assert g + f == h
    assert f + 5 == h
    assert 5 + f == h

    h = DMP([[ZZ(-10)]], ZZ)

    assert f.sub(g) == h
    assert f - g == h
    assert g - f == -h
    assert f - 5 == h
    assert 5 - f == -h

    h = DMP([[ZZ(-25)]], ZZ)

    assert f.mul(g) == h
    assert f * g == h
    assert g * f == h
    assert f * 5 == h
    assert 5 * f == h

    h = DMP([[ZZ(25)]], ZZ)

    assert f.sqr() == h
    assert f.pow(2) == h
    assert f**2 == h

    raises(TypeError, lambda: f.pow('x'))

    f = DMP([[ZZ(1)], [], [ZZ(1), ZZ(0), ZZ(0)]], ZZ)
    g = DMP([[ZZ(2)], [ZZ(-2), ZZ(0)]], ZZ)

    q = DMP([[ZZ(2)], [ZZ(2), ZZ(0)]], ZZ)
    r = DMP([[ZZ(8), ZZ(0), ZZ(0)]], ZZ)

    assert f.pdiv(g) == (q, r)
    assert f.pquo(g) == q
    assert f.prem(g) == r

    raises(ExactQuotientFailed, lambda: f.pexquo(g))

    f = DMP([[ZZ(1)], [], [ZZ(1), ZZ(0), ZZ(0)]], ZZ)
    g = DMP([[ZZ(1)], [ZZ(-1), ZZ(0)]], ZZ)

    q = DMP([[ZZ(1)], [ZZ(1), ZZ(0)]], ZZ)
    r = DMP([[ZZ(2), ZZ(0), ZZ(0)]], ZZ)

    assert f.div(g) == (q, r)
    assert f.quo(g) == q
    assert f.rem(g) == r

    assert divmod(f, g) == (q, r)
    assert f // g == q
    assert f % g == r

    raises(ExactQuotientFailed, lambda: f.exquo(g))

    f = DMP([ZZ(1), ZZ(0), ZZ(-1)], ZZ)
    g = DMP([ZZ(2), ZZ(-2)], ZZ)

    q = DMP([], ZZ)
    r = f

    pq = DMP([ZZ(2), ZZ(2)], ZZ)
    pr = DMP([], ZZ)

    assert f.div(g) == (q, r)
    assert f.quo(g) == q
    assert f.rem(g) == r

    assert divmod(f, g) == (q, r)
    assert f // g == q
    assert f % g == r

    raises(ExactQuotientFailed, lambda: f.exquo(g))

    assert f.pdiv(g) == (pq, pr)
    assert f.pquo(g) == pq
    assert f.prem(g) == pr
    assert f.pexquo(g) == pq


def test_DMP_functionality():
    f = DMP([[ZZ(1)], [ZZ(2), ZZ(0)], [ZZ(1), ZZ(0), ZZ(0)]], ZZ)
    g = DMP([[ZZ(1)], [ZZ(1), ZZ(0)]], ZZ)
    h = DMP([[ZZ(1)]], ZZ)

    assert f.degree() == 2
    assert f.degree_list() == (2, 2)
    assert f.total_degree() == 2

    assert f.LC() == ZZ(1)
    assert f.TC() == ZZ(0)
    assert f.nth(1, 1) == ZZ(2)

    raises(TypeError, lambda: f.nth(0, 'x'))

    assert f.max_norm() == 2
    assert f.l1_norm() == 4

    u = DMP([[ZZ(2)], [ZZ(2), ZZ(0)]], ZZ)

    assert f.diff(m=1, j=0) == u
    assert f.diff(m=1, j=1) == u

    raises(TypeError, lambda: f.diff(m='x', j=0))

    u = DMP([ZZ(1), ZZ(2), ZZ(1)], ZZ)
    v = DMP([ZZ(1), ZZ(2), ZZ(1)], ZZ)

    assert f.eval(a=1, j=0) == u
    assert f.eval(a=1, j=1) == v

    assert f.eval(1).eval(1) == ZZ(4)

    assert f.cofactors(g) == (g, g, h)
    assert f.gcd(g) == g
    assert f.lcm(g) == f

    u = DMP([[QQ(45), QQ(30), QQ(5)]], QQ)
    v = DMP([[QQ(1), QQ(2, 3), QQ(1, 9)]], QQ)

    assert u.monic() == v

    assert (4*f).content() == ZZ(4)
    assert (4*f).primitive() == (ZZ(4), f)

    f = DMP([QQ(1,3), QQ(1)], QQ)
    g = DMP([QQ(1,7), QQ(1)], QQ)

    assert f.cancel(g) == f.cancel(g, include=True) == (
        DMP([QQ(7), QQ(21)], QQ),
        DMP([QQ(3), QQ(21)], QQ)
    )
    assert f.cancel(g, include=False) == (
        QQ(7),
        QQ(3),
        DMP([QQ(1), QQ(3)], QQ),
        DMP([QQ(1), QQ(7)], QQ)
    )

    f = DMP([[ZZ(1)], [ZZ(2)], [ZZ(3)], [ZZ(4)], [ZZ(5)], [ZZ(6)]], ZZ)

    assert f.trunc(3) == DMP([[ZZ(1)], [ZZ(-1)], [], [ZZ(1)], [ZZ(-1)], []], ZZ)

    f = DMP(f_4, ZZ)

    assert f.sqf_part() == -f
    assert f.sqf_list() == (ZZ(-1), [(-f, 1)])

    f = DMP([[ZZ(-1)], [], [], [ZZ(5)]], ZZ)
    g = DMP([[ZZ(3), ZZ(1)], [], []], ZZ)
    h = DMP([[ZZ(45), ZZ(30), ZZ(5)]], ZZ)

    r = DMP([ZZ(675), ZZ(675), ZZ(225), ZZ(25)], ZZ)

    assert f.subresultants(g) == [f, g, h]
    assert f.resultant(g) == r

    f = DMP([ZZ(1), ZZ(3), ZZ(9), ZZ(-13)], ZZ)

    assert f.discriminant() == -11664

    f = DMP([QQ(2), QQ(0)], QQ)
    g = DMP([QQ(1), QQ(0), QQ(-16)], QQ)

    s = DMP([QQ(1, 32), QQ(0)], QQ)
    t = DMP([QQ(-1, 16)], QQ)
    h = DMP([QQ(1)], QQ)

    assert f.half_gcdex(g) == (s, h)
    assert f.gcdex(g) == (s, t, h)

    assert f.invert(g) == s

    f = DMP([[QQ(1)], [QQ(2)], [QQ(3)]], QQ)

    raises(ValueError, lambda: f.half_gcdex(f))
    raises(ValueError, lambda: f.gcdex(f))

    raises(ValueError, lambda: f.invert(f))

    f = DMP(ZZ.map([1, 0, 20, 0, 150, 0, 500, 0, 625, -2, 0, -10, 9]), ZZ)
    g = DMP([ZZ(1), ZZ(0), ZZ(0), ZZ(-2), ZZ(9)], ZZ)
    h = DMP([ZZ(1), ZZ(0), ZZ(5), ZZ(0)], ZZ)

    assert g.compose(h) == f
    assert f.decompose() == [g, h]

    f = DMP([[QQ(1)], [QQ(2)], [QQ(3)]], QQ)

    raises(ValueError, lambda: f.decompose())
    raises(ValueError, lambda: f.sturm())


def test_DMP_exclude():
    f = [[[[[[[[[[[[[[[[[[[[[[[[[[ZZ(1)]], [[]]]]]]]]]]]]]]]]]]]]]]]]]]
    J = [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17,
        18, 19, 20, 21, 22, 24, 25]

    assert DMP(f, ZZ).exclude() == (J, DMP([ZZ(1), ZZ(0)], ZZ))
    assert DMP([[ZZ(1)], [ZZ(1), ZZ(0)]], ZZ).exclude() ==\
            ([], DMP([[ZZ(1)], [ZZ(1), ZZ(0)]], ZZ))


def test_DMF__init__():
    f = DMF(([[0], [], [0, 1, 2], [3]], [[1, 2, 3]]), ZZ)

    assert f.num == [[1, 2], [3]]
    assert f.den == [[1, 2, 3]]
    assert f.lev == 1
    assert f.dom == ZZ

    f = DMF(([[1, 2], [3]], [[1, 2, 3]]), ZZ, 1)

    assert f.num == [[1, 2], [3]]
    assert f.den == [[1, 2, 3]]
    assert f.lev == 1
    assert f.dom == ZZ

    f = DMF(([[-1], [-2]], [[3], [-4]]), ZZ)

    assert f.num == [[-1], [-2]]
    assert f.den == [[3], [-4]]
    assert f.lev == 1
    assert f.dom == ZZ

    f = DMF(([[1], [2]], [[-3], [4]]), ZZ)

    assert f.num == [[-1], [-2]]
    assert f.den == [[3], [-4]]
    assert f.lev == 1
    assert f.dom == ZZ

    f = DMF(([[1], [2]], [[-3], [4]]), ZZ)

    assert f.num == [[-1], [-2]]
    assert f.den == [[3], [-4]]
    assert f.lev == 1
    assert f.dom == ZZ

    f = DMF(([[]], [[-3], [4]]), ZZ)

    assert f.num == [[]]
    assert f.den == [[1]]
    assert f.lev == 1
    assert f.dom == ZZ

    f = DMF(17, ZZ, 1)

    assert f.num == [[17]]
    assert f.den == [[1]]
    assert f.lev == 1
    assert f.dom == ZZ

    f = DMF(([[1], [2]]), ZZ)

    assert f.num == [[1], [2]]
    assert f.den == [[1]]
    assert f.lev == 1
    assert f.dom == ZZ

    f = DMF([[0], [], [0, 1, 2], [3]], ZZ)

    assert f.num == [[1, 2], [3]]
    assert f.den == [[1]]
    assert f.lev == 1
    assert f.dom == ZZ

    f = DMF({(1, 1): 1, (0, 0): 2}, ZZ, 1)

    assert f.num == [[1, 0], [2]]
    assert f.den == [[1]]
    assert f.lev == 1
    assert f.dom == ZZ

    f = DMF(([[QQ(1)], [QQ(2)]], [[-QQ(3)], [QQ(4)]]), QQ)

    assert f.num == [[-QQ(1)], [-QQ(2)]]
    assert f.den == [[QQ(3)], [-QQ(4)]]
    assert f.lev == 1
    assert f.dom == QQ

    f = DMF(([[QQ(1, 5)], [QQ(2, 5)]], [[-QQ(3, 7)], [QQ(4, 7)]]), QQ)

    assert f.num == [[-QQ(7)], [-QQ(14)]]
    assert f.den == [[QQ(15)], [-QQ(20)]]
    assert f.lev == 1
    assert f.dom == QQ

    raises(ValueError, lambda: DMF(([1], [[1]]), ZZ))
    raises(ZeroDivisionError, lambda: DMF(([1], []), ZZ))


def test_DMF__bool__():
    assert bool(DMF([[]], ZZ)) is False
    assert bool(DMF([[1]], ZZ)) is True


def test_DMF_properties():
    assert DMF([[]], ZZ).is_zero is True
    assert DMF([[]], ZZ).is_one is False

    assert DMF([[1]], ZZ).is_zero is False
    assert DMF([[1]], ZZ).is_one is True

    assert DMF(([[1]], [[2]]), ZZ).is_one is False


def test_DMF_arithmetics():
    f = DMF([[7], [-9]], ZZ)
    g = DMF([[-7], [9]], ZZ)

    assert f.neg() == -f == g

    f = DMF(([[1]], [[1], []]), ZZ)
    g = DMF(([[1]], [[1, 0]]), ZZ)

    h = DMF(([[1], [1, 0]], [[1, 0], []]), ZZ)

    assert f.add(g) == f + g == h
    assert g.add(f) == g + f == h

    h = DMF(([[-1], [1, 0]], [[1, 0], []]), ZZ)

    assert f.sub(g) == f - g == h

    h = DMF(([[1]], [[1, 0], []]), ZZ)

    assert f.mul(g) == f*g == h
    assert g.mul(f) == g*f == h

    h = DMF(([[1, 0]], [[1], []]), ZZ)

    assert f.quo(g) == f/g == h

    h = DMF(([[1]], [[1], [], [], []]), ZZ)

    assert f.pow(3) == f**3 == h

    h = DMF(([[1]], [[1, 0, 0, 0]]), ZZ)

    assert g.pow(3) == g**3 == h

    h = DMF(([[1, 0]], [[1]]), ZZ)

    assert g.pow(-1) == g**-1 == h


def test_ANP___init__():
    rep = [QQ(1), QQ(1)]
    mod = [QQ(1), QQ(0), QQ(1)]

    f = ANP(rep, mod, QQ)

    assert f.to_list() == [QQ(1), QQ(1)]
    assert f.mod_to_list() == [QQ(1), QQ(0), QQ(1)]
    assert f.dom == QQ

    rep = {1: QQ(1), 0: QQ(1)}
    mod = {2: QQ(1), 0: QQ(1)}

    f = ANP(rep, mod, QQ)

    assert f.to_list() == [QQ(1), QQ(1)]
    assert f.mod_to_list() == [QQ(1), QQ(0), QQ(1)]
    assert f.dom == QQ

    f = ANP(1, mod, QQ)

    assert f.to_list() == [QQ(1)]
    assert f.mod_to_list() == [QQ(1), QQ(0), QQ(1)]
    assert f.dom == QQ

    f = ANP([1, 0.5], mod, QQ)

    assert all(QQ.of_type(a) for a in f.to_list())

    raises(CoercionFailed, lambda: ANP([sqrt(2)], mod, QQ))


def test_ANP___eq__():
    a = ANP([QQ(1), QQ(1)], [QQ(1), QQ(0), QQ(1)], QQ)
    b = ANP([QQ(1), QQ(1)], [QQ(1), QQ(0), QQ(2)], QQ)

    assert (a == a) is True
    assert (a != a) is False

    assert (a == b) is False
    assert (a != b) is True

    b = ANP([QQ(1), QQ(2)], [QQ(1), QQ(0), QQ(1)], QQ)

    assert (a == b) is False
    assert (a != b) is True


def test_ANP___bool__():
    assert bool(ANP([], [QQ(1), QQ(0), QQ(1)], QQ)) is False
    assert bool(ANP([QQ(1)], [QQ(1), QQ(0), QQ(1)], QQ)) is True


def test_ANP_properties():
    mod = [QQ(1), QQ(0), QQ(1)]

    assert ANP([QQ(0)], mod, QQ).is_zero is True
    assert ANP([QQ(1)], mod, QQ).is_zero is False

    assert ANP([QQ(1)], mod, QQ).is_one is True
    assert ANP([QQ(2)], mod, QQ).is_one is False


def test_ANP_arithmetics():
    mod = [QQ(1), QQ(0), QQ(0), QQ(-2)]

    a = ANP([QQ(2), QQ(-1), QQ(1)], mod, QQ)
    b = ANP([QQ(1), QQ(2)], mod, QQ)

    c = ANP([QQ(-2), QQ(1), QQ(-1)], mod, QQ)

    assert a.neg() == -a == c

    c = ANP([QQ(2), QQ(0), QQ(3)], mod, QQ)

    assert a.add(b) == a + b == c
    assert b.add(a) == b + a == c

    c = ANP([QQ(2), QQ(-2), QQ(-1)], mod, QQ)

    assert a.sub(b) == a - b == c

    c = ANP([QQ(-2), QQ(2), QQ(1)], mod, QQ)

    assert b.sub(a) == b - a == c

    c = ANP([QQ(3), QQ(-1), QQ(6)], mod, QQ)

    assert a.mul(b) == a*b == c
    assert b.mul(a) == b*a == c

    c = ANP([QQ(-1, 43), QQ(9, 43), QQ(5, 43)], mod, QQ)

    assert a.pow(0) == a**(0) == ANP(1, mod, QQ)
    assert a.pow(1) == a**(1) == a

    assert a.pow(-1) == a**(-1) == c

    assert a.quo(a) == a.mul(a.pow(-1)) == a*a**(-1) == ANP(1, mod, QQ)

    c = ANP([], [1, 0, 0, -2], QQ)
    r1 = a.rem(b)

    (q, r2) = a.div(b)

    assert r1 == r2 == c == a % b

    raises(NotInvertible, lambda: a.div(c))
    raises(NotInvertible, lambda: a.rem(c))

    # Comparison with "hard-coded" value fails despite looking identical
    # from sympy import Rational
    # c = ANP([Rational(11, 10), Rational(-1, 5), Rational(-3, 5)], [1, 0, 0, -2], QQ)

    assert q == a/b # == c

def test_ANP_unify():
    mod_z = [ZZ(1), ZZ(0), ZZ(-2)]
    mod_q = [QQ(1), QQ(0), QQ(-2)]

    a = ANP([QQ(1)], mod_q, QQ)
    b = ANP([ZZ(1)], mod_z, ZZ)

    assert a.unify(b)[0] == QQ
    assert b.unify(a)[0] == QQ
    assert a.unify(a)[0] == QQ
    assert b.unify(b)[0] == ZZ

    assert a.unify_ANP(b)[-1] == QQ
    assert b.unify_ANP(a)[-1] == QQ
    assert a.unify_ANP(a)[-1] == QQ
    assert b.unify_ANP(b)[-1] == ZZ