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- 添加 backend_service/venv 虚拟环境
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backend_service/venv/lib/python3.13/site-packages/sympy/assumptions/predicates/__init__.py

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+"""
+Module to implement predicate classes.
+
+Class of every predicate registered to ``Q`` is defined here.
+"""

backend_service/venv/lib/python3.13/site-packages/sympy/assumptions/predicates/calculus.py

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+from sympy.assumptions import Predicate
+from sympy.multipledispatch import Dispatcher
+
+class FinitePredicate(Predicate):
+    """
+    Finite number predicate.
+
+    Explanation
+    ===========
+
+    ``Q.finite(x)`` is true if ``x`` is a number but neither an infinity
+    nor a ``NaN``. In other words, ``ask(Q.finite(x))`` is true for all
+    numerical ``x`` having a bounded absolute value.
+
+    Examples
+    ========
+
+    >>> from sympy import Q, ask, S, oo, I, zoo
+    >>> from sympy.abc import x
+    >>> ask(Q.finite(oo))
+    False
+    >>> ask(Q.finite(-oo))
+    False
+    >>> ask(Q.finite(zoo))
+    False
+    >>> ask(Q.finite(1))
+    True
+    >>> ask(Q.finite(2 + 3*I))
+    True
+    >>> ask(Q.finite(x), Q.positive(x))
+    True
+    >>> print(ask(Q.finite(S.NaN)))
+    None
+
+    References
+    ==========
+
+    .. [1] https://en.wikipedia.org/wiki/Finite
+
+    """
+    name = 'finite'
+    handler = Dispatcher(
+        "FiniteHandler",
+        doc=("Handler for Q.finite. Test that an expression is bounded respect"
+        " to all its variables.")
+    )
+
+
+class InfinitePredicate(Predicate):
+    """
+    Infinite number predicate.
+
+    ``Q.infinite(x)`` is true iff the absolute value of ``x`` is
+    infinity.
+
+    """
+    # TODO: Add examples
+    name = 'infinite'
+    handler = Dispatcher(
+        "InfiniteHandler",
+        doc="""Handler for Q.infinite key."""
+    )
+
+
+class PositiveInfinitePredicate(Predicate):
+    """
+    Positive infinity predicate.
+
+    ``Q.positive_infinite(x)`` is true iff ``x`` is positive infinity ``oo``.
+    """
+    name = 'positive_infinite'
+    handler = Dispatcher("PositiveInfiniteHandler")
+
+
+class NegativeInfinitePredicate(Predicate):
+    """
+    Negative infinity predicate.
+
+    ``Q.negative_infinite(x)`` is true iff ``x`` is negative infinity ``-oo``.
+    """
+    name = 'negative_infinite'
+    handler = Dispatcher("NegativeInfiniteHandler")

backend_service/venv/lib/python3.13/site-packages/sympy/assumptions/predicates/common.py

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+from sympy.assumptions import Predicate, AppliedPredicate, Q
+from sympy.core.relational import Eq, Ne, Gt, Lt, Ge, Le
+from sympy.multipledispatch import Dispatcher
+
+
+class CommutativePredicate(Predicate):
+    """
+    Commutative predicate.
+
+    Explanation
+    ===========
+
+    ``ask(Q.commutative(x))`` is true iff ``x`` commutes with any other
+    object with respect to multiplication operation.
+
+    """
+    # TODO: Add examples
+    name = 'commutative'
+    handler = Dispatcher("CommutativeHandler", doc="Handler for key 'commutative'.")
+
+
+binrelpreds = {Eq: Q.eq, Ne: Q.ne, Gt: Q.gt, Lt: Q.lt, Ge: Q.ge, Le: Q.le}
+
+class IsTruePredicate(Predicate):
+    """
+    Generic predicate.
+
+    Explanation
+    ===========
+
+    ``ask(Q.is_true(x))`` is true iff ``x`` is true. This only makes
+    sense if ``x`` is a boolean object.
+
+    Examples
+    ========
+
+    >>> from sympy import ask, Q
+    >>> from sympy.abc import x, y
+    >>> ask(Q.is_true(True))
+    True
+
+    Wrapping another applied predicate just returns the applied predicate.
+
+    >>> Q.is_true(Q.even(x))
+    Q.even(x)
+
+    Wrapping binary relation classes in SymPy core returns applied binary
+    relational predicates.
+
+    >>> from sympy import Eq, Gt
+    >>> Q.is_true(Eq(x, y))
+    Q.eq(x, y)
+    >>> Q.is_true(Gt(x, y))
+    Q.gt(x, y)
+
+    Notes
+    =====
+
+    This class is designed to wrap the boolean objects so that they can
+    behave as if they are applied predicates. Consequently, wrapping another
+    applied predicate is unnecessary and thus it just returns the argument.
+    Also, binary relation classes in SymPy core have binary predicates to
+    represent themselves and thus wrapping them with ``Q.is_true`` converts them
+    to these applied predicates.
+
+    """
+    name = 'is_true'
+    handler = Dispatcher(
+        "IsTrueHandler",
+        doc="Wrapper allowing to query the truth value of a boolean expression."
+    )
+
+    def __call__(self, arg):
+        # No need to wrap another predicate
+        if isinstance(arg, AppliedPredicate):
+            return arg
+        # Convert relational predicates instead of wrapping them
+        if getattr(arg, "is_Relational", False):
+            pred = binrelpreds[type(arg)]
+            return pred(*arg.args)
+        return super().__call__(arg)

backend_service/venv/lib/python3.13/site-packages/sympy/assumptions/predicates/matrices.py

@@ -0,0 +1,511 @@
+from sympy.assumptions import Predicate
+from sympy.multipledispatch import Dispatcher
+
+class SquarePredicate(Predicate):
+    """
+    Square matrix predicate.
+
+    Explanation
+    ===========
+
+    ``Q.square(x)`` is true iff ``x`` is a square matrix. A square matrix
+    is a matrix with the same number of rows and columns.
+
+    Examples
+    ========
+
+    >>> from sympy import Q, ask, MatrixSymbol, ZeroMatrix, Identity
+    >>> X = MatrixSymbol('X', 2, 2)
+    >>> Y = MatrixSymbol('X', 2, 3)
+    >>> ask(Q.square(X))
+    True
+    >>> ask(Q.square(Y))
+    False
+    >>> ask(Q.square(ZeroMatrix(3, 3)))
+    True
+    >>> ask(Q.square(Identity(3)))
+    True
+
+    References
+    ==========
+
+    .. [1] https://en.wikipedia.org/wiki/Square_matrix
+
+    """
+    name = 'square'
+    handler = Dispatcher("SquareHandler", doc="Handler for Q.square.")
+
+
+class SymmetricPredicate(Predicate):
+    """
+    Symmetric matrix predicate.
+
+    Explanation
+    ===========
+
+    ``Q.symmetric(x)`` is true iff ``x`` is a square matrix and is equal to
+    its transpose. Every square diagonal matrix is a symmetric matrix.
+
+    Examples
+    ========
+
+    >>> from sympy import Q, ask, MatrixSymbol
+    >>> X = MatrixSymbol('X', 2, 2)
+    >>> Y = MatrixSymbol('Y', 2, 3)
+    >>> Z = MatrixSymbol('Z', 2, 2)
+    >>> ask(Q.symmetric(X*Z), Q.symmetric(X) & Q.symmetric(Z))
+    True
+    >>> ask(Q.symmetric(X + Z), Q.symmetric(X) & Q.symmetric(Z))
+    True
+    >>> ask(Q.symmetric(Y))
+    False
+
+
+    References
+    ==========
+
+    .. [1] https://en.wikipedia.org/wiki/Symmetric_matrix
+
+    """
+    # TODO: Add handlers to make these keys work with
+    # actual matrices and add more examples in the docstring.
+    name = 'symmetric'
+    handler = Dispatcher("SymmetricHandler", doc="Handler for Q.symmetric.")
+
+
+class InvertiblePredicate(Predicate):
+    """
+    Invertible matrix predicate.
+
+    Explanation
+    ===========
+
+    ``Q.invertible(x)`` is true iff ``x`` is an invertible matrix.
+    A square matrix is called invertible only if its determinant is 0.
+
+    Examples
+    ========
+
+    >>> from sympy import Q, ask, MatrixSymbol
+    >>> X = MatrixSymbol('X', 2, 2)
+    >>> Y = MatrixSymbol('Y', 2, 3)
+    >>> Z = MatrixSymbol('Z', 2, 2)
+    >>> ask(Q.invertible(X*Y), Q.invertible(X))
+    False
+    >>> ask(Q.invertible(X*Z), Q.invertible(X) & Q.invertible(Z))
+    True
+    >>> ask(Q.invertible(X), Q.fullrank(X) & Q.square(X))
+    True
+
+    References
+    ==========
+
+    .. [1] https://en.wikipedia.org/wiki/Invertible_matrix
+
+    """
+    name = 'invertible'
+    handler = Dispatcher("InvertibleHandler", doc="Handler for Q.invertible.")
+
+
+class OrthogonalPredicate(Predicate):
+    """
+    Orthogonal matrix predicate.
+
+    Explanation
+    ===========
+
+    ``Q.orthogonal(x)`` is true iff ``x`` is an orthogonal matrix.
+    A square matrix ``M`` is an orthogonal matrix if it satisfies
+    ``M^TM = MM^T = I`` where ``M^T`` is the transpose matrix of
+    ``M`` and ``I`` is an identity matrix. Note that an orthogonal
+    matrix is necessarily invertible.
+
+    Examples
+    ========
+
+    >>> from sympy import Q, ask, MatrixSymbol, Identity
+    >>> X = MatrixSymbol('X', 2, 2)
+    >>> Y = MatrixSymbol('Y', 2, 3)
+    >>> Z = MatrixSymbol('Z', 2, 2)
+    >>> ask(Q.orthogonal(Y))
+    False
+    >>> ask(Q.orthogonal(X*Z*X), Q.orthogonal(X) & Q.orthogonal(Z))
+    True
+    >>> ask(Q.orthogonal(Identity(3)))
+    True
+    >>> ask(Q.invertible(X), Q.orthogonal(X))
+    True
+
+    References
+    ==========
+
+    .. [1] https://en.wikipedia.org/wiki/Orthogonal_matrix
+
+    """
+    name = 'orthogonal'
+    handler = Dispatcher("OrthogonalHandler", doc="Handler for key 'orthogonal'.")
+
+
+class UnitaryPredicate(Predicate):
+    """
+    Unitary matrix predicate.
+
+    Explanation
+    ===========
+
+    ``Q.unitary(x)`` is true iff ``x`` is a unitary matrix.
+    Unitary matrix is an analogue to orthogonal matrix. A square
+    matrix ``M`` with complex elements is unitary if :math:``M^TM = MM^T= I``
+    where :math:``M^T`` is the conjugate transpose matrix of ``M``.
+
+    Examples
+    ========
+
+    >>> from sympy import Q, ask, MatrixSymbol, Identity
+    >>> X = MatrixSymbol('X', 2, 2)
+    >>> Y = MatrixSymbol('Y', 2, 3)
+    >>> Z = MatrixSymbol('Z', 2, 2)
+    >>> ask(Q.unitary(Y))
+    False
+    >>> ask(Q.unitary(X*Z*X), Q.unitary(X) & Q.unitary(Z))
+    True
+    >>> ask(Q.unitary(Identity(3)))
+    True
+
+    References
+    ==========
+
+    .. [1] https://en.wikipedia.org/wiki/Unitary_matrix
+
+    """
+    name = 'unitary'
+    handler = Dispatcher("UnitaryHandler", doc="Handler for key 'unitary'.")
+
+
+class FullRankPredicate(Predicate):
+    """
+    Fullrank matrix predicate.
+
+    Explanation
+    ===========
+
+    ``Q.fullrank(x)`` is true iff ``x`` is a full rank matrix.
+    A matrix is full rank if all rows and columns of the matrix
+    are linearly independent. A square matrix is full rank iff
+    its determinant is nonzero.
+
+    Examples
+    ========
+
+    >>> from sympy import Q, ask, MatrixSymbol, ZeroMatrix, Identity
+    >>> X = MatrixSymbol('X', 2, 2)
+    >>> ask(Q.fullrank(X.T), Q.fullrank(X))
+    True
+    >>> ask(Q.fullrank(ZeroMatrix(3, 3)))
+    False
+    >>> ask(Q.fullrank(Identity(3)))
+    True
+
+    """
+    name = 'fullrank'
+    handler = Dispatcher("FullRankHandler", doc="Handler for key 'fullrank'.")
+
+
+class PositiveDefinitePredicate(Predicate):
+    r"""
+    Positive definite matrix predicate.
+
+    Explanation
+    ===========
+
+    If $M$ is a :math:`n \times n` symmetric real matrix, it is said
+    to be positive definite if :math:`Z^TMZ` is positive for
+    every non-zero column vector $Z$ of $n$ real numbers.
+
+    Examples
+    ========
+
+    >>> from sympy import Q, ask, MatrixSymbol, Identity
+    >>> X = MatrixSymbol('X', 2, 2)
+    >>> Y = MatrixSymbol('Y', 2, 3)
+    >>> Z = MatrixSymbol('Z', 2, 2)
+    >>> ask(Q.positive_definite(Y))
+    False
+    >>> ask(Q.positive_definite(Identity(3)))
+    True
+    >>> ask(Q.positive_definite(X + Z), Q.positive_definite(X) &
+    ...     Q.positive_definite(Z))
+    True
+
+    References
+    ==========
+
+    .. [1] https://en.wikipedia.org/wiki/Positive-definite_matrix
+
+    """
+    name = "positive_definite"
+    handler = Dispatcher("PositiveDefiniteHandler", doc="Handler for key 'positive_definite'.")
+
+
+class UpperTriangularPredicate(Predicate):
+    """
+    Upper triangular matrix predicate.
+
+    Explanation
+    ===========
+
+    A matrix $M$ is called upper triangular matrix if :math:`M_{ij}=0`
+    for :math:`i<j`.
+
+    Examples
+    ========
+
+    >>> from sympy import Q, ask, ZeroMatrix, Identity
+    >>> ask(Q.upper_triangular(Identity(3)))
+    True
+    >>> ask(Q.upper_triangular(ZeroMatrix(3, 3)))
+    True
+
+    References
+    ==========
+
+    .. [1] https://mathworld.wolfram.com/UpperTriangularMatrix.html
+
+    """
+    name = "upper_triangular"
+    handler = Dispatcher("UpperTriangularHandler", doc="Handler for key 'upper_triangular'.")
+
+
+class LowerTriangularPredicate(Predicate):
+    """
+    Lower triangular matrix predicate.
+
+    Explanation
+    ===========
+
+    A matrix $M$ is called lower triangular matrix if :math:`M_{ij}=0`
+    for :math:`i>j`.
+
+    Examples
+    ========
+
+    >>> from sympy import Q, ask, ZeroMatrix, Identity
+    >>> ask(Q.lower_triangular(Identity(3)))
+    True
+    >>> ask(Q.lower_triangular(ZeroMatrix(3, 3)))
+    True
+
+    References
+    ==========
+
+    .. [1] https://mathworld.wolfram.com/LowerTriangularMatrix.html
+
+    """
+    name = "lower_triangular"
+    handler = Dispatcher("LowerTriangularHandler", doc="Handler for key 'lower_triangular'.")
+
+
+class DiagonalPredicate(Predicate):
+    """
+    Diagonal matrix predicate.
+
+    Explanation
+    ===========
+
+    ``Q.diagonal(x)`` is true iff ``x`` is a diagonal matrix. A diagonal
+    matrix is a matrix in which the entries outside the main diagonal
+    are all zero.
+
+    Examples
+    ========
+
+    >>> from sympy import Q, ask, MatrixSymbol, ZeroMatrix
+    >>> X = MatrixSymbol('X', 2, 2)
+    >>> ask(Q.diagonal(ZeroMatrix(3, 3)))
+    True
+    >>> ask(Q.diagonal(X), Q.lower_triangular(X) &
+    ...     Q.upper_triangular(X))
+    True
+
+    References
+    ==========
+
+    .. [1] https://en.wikipedia.org/wiki/Diagonal_matrix
+
+    """
+    name = "diagonal"
+    handler = Dispatcher("DiagonalHandler", doc="Handler for key 'diagonal'.")
+
+
+class IntegerElementsPredicate(Predicate):
+    """
+    Integer elements matrix predicate.
+
+    Explanation
+    ===========
+
+    ``Q.integer_elements(x)`` is true iff all the elements of ``x``
+    are integers.
+
+    Examples
+    ========
+
+    >>> from sympy import Q, ask, MatrixSymbol
+    >>> X = MatrixSymbol('X', 4, 4)
+    >>> ask(Q.integer(X[1, 2]), Q.integer_elements(X))
+    True
+
+    """
+    name = "integer_elements"
+    handler = Dispatcher("IntegerElementsHandler", doc="Handler for key 'integer_elements'.")
+
+
+class RealElementsPredicate(Predicate):
+    """
+    Real elements matrix predicate.
+
+    Explanation
+    ===========
+
+    ``Q.real_elements(x)`` is true iff all the elements of ``x``
+    are real numbers.
+
+    Examples
+    ========
+
+    >>> from sympy import Q, ask, MatrixSymbol
+    >>> X = MatrixSymbol('X', 4, 4)
+    >>> ask(Q.real(X[1, 2]), Q.real_elements(X))
+    True
+
+    """
+    name = "real_elements"
+    handler = Dispatcher("RealElementsHandler", doc="Handler for key 'real_elements'.")
+
+
+class ComplexElementsPredicate(Predicate):
+    """
+    Complex elements matrix predicate.
+
+    Explanation
+    ===========
+
+    ``Q.complex_elements(x)`` is true iff all the elements of ``x``
+    are complex numbers.
+
+    Examples
+    ========
+
+    >>> from sympy import Q, ask, MatrixSymbol
+    >>> X = MatrixSymbol('X', 4, 4)
+    >>> ask(Q.complex(X[1, 2]), Q.complex_elements(X))
+    True
+    >>> ask(Q.complex_elements(X), Q.integer_elements(X))
+    True
+
+    """
+    name = "complex_elements"
+    handler = Dispatcher("ComplexElementsHandler", doc="Handler for key 'complex_elements'.")
+
+
+class SingularPredicate(Predicate):
+    """
+    Singular matrix predicate.
+
+    A matrix is singular iff the value of its determinant is 0.
+
+    Examples
+    ========
+
+    >>> from sympy import Q, ask, MatrixSymbol
+    >>> X = MatrixSymbol('X', 4, 4)
+    >>> ask(Q.singular(X), Q.invertible(X))
+    False
+    >>> ask(Q.singular(X), ~Q.invertible(X))
+    True
+
+    References
+    ==========
+
+    .. [1] https://mathworld.wolfram.com/SingularMatrix.html
+
+    """
+    name = "singular"
+    handler = Dispatcher("SingularHandler", doc="Predicate fore key 'singular'.")
+
+
+class NormalPredicate(Predicate):
+    """
+    Normal matrix predicate.
+
+    A matrix is normal if it commutes with its conjugate transpose.
+
+    Examples
+    ========
+
+    >>> from sympy import Q, ask, MatrixSymbol
+    >>> X = MatrixSymbol('X', 4, 4)
+    >>> ask(Q.normal(X), Q.unitary(X))
+    True
+
+    References
+    ==========
+
+    .. [1] https://en.wikipedia.org/wiki/Normal_matrix
+
+    """
+    name = "normal"
+    handler = Dispatcher("NormalHandler", doc="Predicate fore key 'normal'.")
+
+
+class TriangularPredicate(Predicate):
+    """
+    Triangular matrix predicate.
+
+    Explanation
+    ===========
+
+    ``Q.triangular(X)`` is true if ``X`` is one that is either lower
+    triangular or upper triangular.
+
+    Examples
+    ========
+
+    >>> from sympy import Q, ask, MatrixSymbol
+    >>> X = MatrixSymbol('X', 4, 4)
+    >>> ask(Q.triangular(X), Q.upper_triangular(X))
+    True
+    >>> ask(Q.triangular(X), Q.lower_triangular(X))
+    True
+
+    References
+    ==========
+
+    .. [1] https://en.wikipedia.org/wiki/Triangular_matrix
+
+    """
+    name = "triangular"
+    handler = Dispatcher("TriangularHandler", doc="Predicate fore key 'triangular'.")
+
+
+class UnitTriangularPredicate(Predicate):
+    """
+    Unit triangular matrix predicate.
+
+    Explanation
+    ===========
+
+    A unit triangular matrix is a triangular matrix with 1s
+    on the diagonal.
+
+    Examples
+    ========
+
+    >>> from sympy import Q, ask, MatrixSymbol
+    >>> X = MatrixSymbol('X', 4, 4)
+    >>> ask(Q.triangular(X), Q.unit_triangular(X))
+    True
+
+    """
+    name = "unit_triangular"
+    handler = Dispatcher("UnitTriangularHandler", doc="Predicate fore key 'unit_triangular'.")

backend_service/venv/lib/python3.13/site-packages/sympy/assumptions/predicates/ntheory.py

@@ -0,0 +1,126 @@
+from sympy.assumptions import Predicate
+from sympy.multipledispatch import Dispatcher
+
+
+class PrimePredicate(Predicate):
+    """
+    Prime number predicate.
+
+    Explanation
+    ===========
+
+    ``ask(Q.prime(x))`` is true iff ``x`` is a natural number greater
+    than 1 that has no positive divisors other than ``1`` and the
+    number itself.
+
+    Examples
+    ========
+
+    >>> from sympy import Q, ask
+    >>> ask(Q.prime(0))
+    False
+    >>> ask(Q.prime(1))
+    False
+    >>> ask(Q.prime(2))
+    True
+    >>> ask(Q.prime(20))
+    False
+    >>> ask(Q.prime(-3))
+    False
+
+    """
+    name = 'prime'
+    handler = Dispatcher(
+        "PrimeHandler",
+        doc=("Handler for key 'prime'. Test that an expression represents a prime"
+        " number. When the expression is an exact number, the result (when True)"
+        " is subject to the limitations of isprime() which is used to return the "
+        "result.")
+    )
+
+
+class CompositePredicate(Predicate):
+    """
+    Composite number predicate.
+
+    Explanation
+    ===========
+
+    ``ask(Q.composite(x))`` is true iff ``x`` is a positive integer and has
+    at least one positive divisor other than ``1`` and the number itself.
+
+    Examples
+    ========
+
+    >>> from sympy import Q, ask
+    >>> ask(Q.composite(0))
+    False
+    >>> ask(Q.composite(1))
+    False
+    >>> ask(Q.composite(2))
+    False
+    >>> ask(Q.composite(20))
+    True
+
+    """
+    name = 'composite'
+    handler = Dispatcher("CompositeHandler", doc="Handler for key 'composite'.")
+
+
+class EvenPredicate(Predicate):
+    """
+    Even number predicate.
+
+    Explanation
+    ===========
+
+    ``ask(Q.even(x))`` is true iff ``x`` belongs to the set of even
+    integers.
+
+    Examples
+    ========
+
+    >>> from sympy import Q, ask, pi
+    >>> ask(Q.even(0))
+    True
+    >>> ask(Q.even(2))
+    True
+    >>> ask(Q.even(3))
+    False
+    >>> ask(Q.even(pi))
+    False
+
+    """
+    name = 'even'
+    handler = Dispatcher("EvenHandler", doc="Handler for key 'even'.")
+
+
+class OddPredicate(Predicate):
+    """
+    Odd number predicate.
+
+    Explanation
+    ===========
+
+    ``ask(Q.odd(x))`` is true iff ``x`` belongs to the set of odd numbers.
+
+    Examples
+    ========
+
+    >>> from sympy import Q, ask, pi
+    >>> ask(Q.odd(0))
+    False
+    >>> ask(Q.odd(2))
+    False
+    >>> ask(Q.odd(3))
+    True
+    >>> ask(Q.odd(pi))
+    False
+
+    """
+    name = 'odd'
+    handler = Dispatcher(
+        "OddHandler",
+        doc=("Handler for key 'odd'. Test that an expression represents an odd"
+        " number.")
+    )

backend_service/venv/lib/python3.13/site-packages/sympy/assumptions/predicates/order.py

@@ -0,0 +1,390 @@
+from sympy.assumptions import Predicate
+from sympy.multipledispatch import Dispatcher
+
+
+class NegativePredicate(Predicate):
+    r"""
+    Negative number predicate.
+
+    Explanation
+    ===========
+
+    ``Q.negative(x)`` is true iff ``x`` is a real number and :math:`x < 0`, that is,
+    it is in the interval :math:`(-\infty, 0)`.  Note in particular that negative
+    infinity is not negative.
+
+    A few important facts about negative numbers:
+
+    - Note that ``Q.nonnegative`` and ``~Q.negative`` are *not* the same
+        thing. ``~Q.negative(x)`` simply means that ``x`` is not negative,
+        whereas ``Q.nonnegative(x)`` means that ``x`` is real and not
+        negative, i.e., ``Q.nonnegative(x)`` is logically equivalent to
+        ``Q.zero(x) | Q.positive(x)``.  So for example, ``~Q.negative(I)`` is
+        true, whereas ``Q.nonnegative(I)`` is false.
+
+    - See the documentation of ``Q.real`` for more information about
+        related facts.
+
+    Examples
+    ========
+
+    >>> from sympy import Q, ask, symbols, I
+    >>> x = symbols('x')
+    >>> ask(Q.negative(x), Q.real(x) & ~Q.positive(x) & ~Q.zero(x))
+    True
+    >>> ask(Q.negative(-1))
+    True
+    >>> ask(Q.nonnegative(I))
+    False
+    >>> ask(~Q.negative(I))
+    True
+
+    """
+    name = 'negative'
+    handler = Dispatcher(
+        "NegativeHandler",
+        doc=("Handler for Q.negative. Test that an expression is strictly less"
+        " than zero.")
+    )
+
+
+class NonNegativePredicate(Predicate):
+    """
+    Nonnegative real number predicate.
+
+    Explanation
+    ===========
+
+    ``ask(Q.nonnegative(x))`` is true iff ``x`` belongs to the set of
+    positive numbers including zero.
+
+    - Note that ``Q.nonnegative`` and ``~Q.negative`` are *not* the same
+        thing. ``~Q.negative(x)`` simply means that ``x`` is not negative,
+        whereas ``Q.nonnegative(x)`` means that ``x`` is real and not
+        negative, i.e., ``Q.nonnegative(x)`` is logically equivalent to
+        ``Q.zero(x) | Q.positive(x)``.  So for example, ``~Q.negative(I)`` is
+        true, whereas ``Q.nonnegative(I)`` is false.
+
+    Examples
+    ========
+
+    >>> from sympy import Q, ask, I
+    >>> ask(Q.nonnegative(1))
+    True
+    >>> ask(Q.nonnegative(0))
+    True
+    >>> ask(Q.nonnegative(-1))
+    False
+    >>> ask(Q.nonnegative(I))
+    False
+    >>> ask(Q.nonnegative(-I))
+    False
+
+    """
+    name = 'nonnegative'
+    handler = Dispatcher(
+        "NonNegativeHandler",
+        doc=("Handler for Q.nonnegative.")
+    )
+
+
+class NonZeroPredicate(Predicate):
+    """
+    Nonzero real number predicate.
+
+    Explanation
+    ===========
+
+    ``ask(Q.nonzero(x))`` is true iff ``x`` is real and ``x`` is not zero.  Note in
+    particular that ``Q.nonzero(x)`` is false if ``x`` is not real.  Use
+    ``~Q.zero(x)`` if you want the negation of being zero without any real
+    assumptions.
+
+    A few important facts about nonzero numbers:
+
+    - ``Q.nonzero`` is logically equivalent to ``Q.positive | Q.negative``.
+
+    - See the documentation of ``Q.real`` for more information about
+        related facts.
+
+    Examples
+    ========
+
+    >>> from sympy import Q, ask, symbols, I, oo
+    >>> x = symbols('x')
+    >>> print(ask(Q.nonzero(x), ~Q.zero(x)))
+    None
+    >>> ask(Q.nonzero(x), Q.positive(x))
+    True
+    >>> ask(Q.nonzero(x), Q.zero(x))
+    False
+    >>> ask(Q.nonzero(0))
+    False
+    >>> ask(Q.nonzero(I))
+    False
+    >>> ask(~Q.zero(I))
+    True
+    >>> ask(Q.nonzero(oo))
+    False
+
+    """
+    name = 'nonzero'
+    handler = Dispatcher(
+        "NonZeroHandler",
+        doc=("Handler for key 'nonzero'. Test that an expression is not identically"
+        " zero.")
+    )
+
+
+class ZeroPredicate(Predicate):
+    """
+    Zero number predicate.
+
+    Explanation
+    ===========
+
+    ``ask(Q.zero(x))`` is true iff the value of ``x`` is zero.
+
+    Examples
+    ========
+
+    >>> from sympy import ask, Q, oo, symbols
+    >>> x, y = symbols('x, y')
+    >>> ask(Q.zero(0))
+    True
+    >>> ask(Q.zero(1/oo))
+    True
+    >>> print(ask(Q.zero(0*oo)))
+    None
+    >>> ask(Q.zero(1))
+    False
+    >>> ask(Q.zero(x*y), Q.zero(x) | Q.zero(y))
+    True
+
+    """
+    name = 'zero'
+    handler = Dispatcher(
+        "ZeroHandler",
+        doc="Handler for key 'zero'."
+    )
+
+
+class NonPositivePredicate(Predicate):
+    """
+    Nonpositive real number predicate.
+
+    Explanation
+    ===========
+
+    ``ask(Q.nonpositive(x))`` is true iff ``x`` belongs to the set of
+    negative numbers including zero.
+
+    - Note that ``Q.nonpositive`` and ``~Q.positive`` are *not* the same
+        thing. ``~Q.positive(x)`` simply means that ``x`` is not positive,
+        whereas ``Q.nonpositive(x)`` means that ``x`` is real and not
+        positive, i.e., ``Q.nonpositive(x)`` is logically equivalent to
+        `Q.negative(x) | Q.zero(x)``.  So for example, ``~Q.positive(I)`` is
+        true, whereas ``Q.nonpositive(I)`` is false.
+
+    Examples
+    ========
+
+    >>> from sympy import Q, ask, I
+
+    >>> ask(Q.nonpositive(-1))
+    True
+    >>> ask(Q.nonpositive(0))
+    True
+    >>> ask(Q.nonpositive(1))
+    False
+    >>> ask(Q.nonpositive(I))
+    False
+    >>> ask(Q.nonpositive(-I))
+    False
+
+    """
+    name = 'nonpositive'
+    handler = Dispatcher(
+        "NonPositiveHandler",
+        doc="Handler for key 'nonpositive'."
+    )
+
+
+class PositivePredicate(Predicate):
+    r"""
+    Positive real number predicate.
+
+    Explanation
+    ===========
+
+    ``Q.positive(x)`` is true iff ``x`` is real and `x > 0`, that is if ``x``
+    is in the interval `(0, \infty)`.  In particular, infinity is not
+    positive.
+
+    A few important facts about positive numbers:
+
+    - Note that ``Q.nonpositive`` and ``~Q.positive`` are *not* the same
+        thing. ``~Q.positive(x)`` simply means that ``x`` is not positive,
+        whereas ``Q.nonpositive(x)`` means that ``x`` is real and not
+        positive, i.e., ``Q.nonpositive(x)`` is logically equivalent to
+        `Q.negative(x) | Q.zero(x)``.  So for example, ``~Q.positive(I)`` is
+        true, whereas ``Q.nonpositive(I)`` is false.
+
+    - See the documentation of ``Q.real`` for more information about
+        related facts.
+
+    Examples
+    ========
+
+    >>> from sympy import Q, ask, symbols, I
+    >>> x = symbols('x')
+    >>> ask(Q.positive(x), Q.real(x) & ~Q.negative(x) & ~Q.zero(x))
+    True
+    >>> ask(Q.positive(1))
+    True
+    >>> ask(Q.nonpositive(I))
+    False
+    >>> ask(~Q.positive(I))
+    True
+
+    """
+    name = 'positive'
+    handler = Dispatcher(
+        "PositiveHandler",
+        doc=("Handler for key 'positive'. Test that an expression is strictly"
+        " greater than zero.")
+    )
+
+
+class ExtendedPositivePredicate(Predicate):
+    r"""
+    Positive extended real number predicate.
+
+    Explanation
+    ===========
+
+    ``Q.extended_positive(x)`` is true iff ``x`` is extended real and
+    `x > 0`, that is if ``x`` is in the interval `(0, \infty]`.
+
+    Examples
+    ========
+
+    >>> from sympy import ask, I, oo, Q
+    >>> ask(Q.extended_positive(1))
+    True
+    >>> ask(Q.extended_positive(oo))
+    True
+    >>> ask(Q.extended_positive(I))
+    False
+
+    """
+    name = 'extended_positive'
+    handler = Dispatcher("ExtendedPositiveHandler")
+
+
+class ExtendedNegativePredicate(Predicate):
+    r"""
+    Negative extended real number predicate.
+
+    Explanation
+    ===========
+
+    ``Q.extended_negative(x)`` is true iff ``x`` is extended real and
+    `x < 0`, that is if ``x`` is in the interval `[-\infty, 0)`.
+
+    Examples
+    ========
+
+    >>> from sympy import ask, I, oo, Q
+    >>> ask(Q.extended_negative(-1))
+    True
+    >>> ask(Q.extended_negative(-oo))
+    True
+    >>> ask(Q.extended_negative(-I))
+    False
+
+    """
+    name = 'extended_negative'
+    handler = Dispatcher("ExtendedNegativeHandler")
+
+
+class ExtendedNonZeroPredicate(Predicate):
+    """
+    Nonzero extended real number predicate.
+
+    Explanation
+    ===========
+
+    ``ask(Q.extended_nonzero(x))`` is true iff ``x`` is extended real and
+    ``x`` is not zero.
+
+    Examples
+    ========
+
+    >>> from sympy import ask, I, oo, Q
+    >>> ask(Q.extended_nonzero(-1))
+    True
+    >>> ask(Q.extended_nonzero(oo))
+    True
+    >>> ask(Q.extended_nonzero(I))
+    False
+
+    """
+    name = 'extended_nonzero'
+    handler = Dispatcher("ExtendedNonZeroHandler")
+
+
+class ExtendedNonPositivePredicate(Predicate):
+    """
+    Nonpositive extended real number predicate.
+
+    Explanation
+    ===========
+
+    ``ask(Q.extended_nonpositive(x))`` is true iff ``x`` is extended real and
+    ``x`` is not positive.
+
+    Examples
+    ========
+
+    >>> from sympy import ask, I, oo, Q
+    >>> ask(Q.extended_nonpositive(-1))
+    True
+    >>> ask(Q.extended_nonpositive(oo))
+    False
+    >>> ask(Q.extended_nonpositive(0))
+    True
+    >>> ask(Q.extended_nonpositive(I))
+    False
+
+    """
+    name = 'extended_nonpositive'
+    handler = Dispatcher("ExtendedNonPositiveHandler")
+
+
+class ExtendedNonNegativePredicate(Predicate):
+    """
+    Nonnegative extended real number predicate.
+
+    Explanation
+    ===========
+
+    ``ask(Q.extended_nonnegative(x))`` is true iff ``x`` is extended real and
+    ``x`` is not negative.
+
+    Examples
+    ========
+
+    >>> from sympy import ask, I, oo, Q
+    >>> ask(Q.extended_nonnegative(-1))
+    False
+    >>> ask(Q.extended_nonnegative(oo))
+    True
+    >>> ask(Q.extended_nonnegative(0))
+    True
+    >>> ask(Q.extended_nonnegative(I))
+    False
+
+    """
+    name = 'extended_nonnegative'
+    handler = Dispatcher("ExtendedNonNegativeHandler")

backend_service/venv/lib/python3.13/site-packages/sympy/assumptions/predicates/sets.py

@@ -0,0 +1,399 @@
+from sympy.assumptions import Predicate
+from sympy.multipledispatch import Dispatcher
+
+
+class IntegerPredicate(Predicate):
+    """
+    Integer predicate.
+
+    Explanation
+    ===========
+
+    ``Q.integer(x)`` is true iff ``x`` belongs to the set of integer
+    numbers.
+
+    Examples
+    ========
+
+    >>> from sympy import Q, ask, S
+    >>> ask(Q.integer(5))
+    True
+    >>> ask(Q.integer(S(1)/2))
+    False
+
+    References
+    ==========
+
+    .. [1] https://en.wikipedia.org/wiki/Integer
+
+    """
+    name = 'integer'
+    handler = Dispatcher(
+        "IntegerHandler",
+        doc=("Handler for Q.integer.\n\n"
+        "Test that an expression belongs to the field of integer numbers.")
+    )
+
+
+class NonIntegerPredicate(Predicate):
+    """
+    Non-integer extended real predicate.
+    """
+    name = 'noninteger'
+    handler = Dispatcher(
+        "NonIntegerHandler",
+        doc=("Handler for Q.noninteger.\n\n"
+        "Test that an expression is a non-integer extended real number.")
+    )
+
+
+class RationalPredicate(Predicate):
+    """
+    Rational number predicate.
+
+    Explanation
+    ===========
+
+    ``Q.rational(x)`` is true iff ``x`` belongs to the set of
+    rational numbers.
+
+    Examples
+    ========
+
+    >>> from sympy import ask, Q, pi, S
+    >>> ask(Q.rational(0))
+    True
+    >>> ask(Q.rational(S(1)/2))
+    True
+    >>> ask(Q.rational(pi))
+    False
+
+    References
+    ==========
+
+    .. [1] https://en.wikipedia.org/wiki/Rational_number
+
+    """
+    name = 'rational'
+    handler = Dispatcher(
+        "RationalHandler",
+        doc=("Handler for Q.rational.\n\n"
+        "Test that an expression belongs to the field of rational numbers.")
+    )
+
+
+class IrrationalPredicate(Predicate):
+    """
+    Irrational number predicate.
+
+    Explanation
+    ===========
+
+    ``Q.irrational(x)`` is true iff ``x``  is any real number that
+    cannot be expressed as a ratio of integers.
+
+    Examples
+    ========
+
+    >>> from sympy import ask, Q, pi, S, I
+    >>> ask(Q.irrational(0))
+    False
+    >>> ask(Q.irrational(S(1)/2))
+    False
+    >>> ask(Q.irrational(pi))
+    True
+    >>> ask(Q.irrational(I))
+    False
+
+    References
+    ==========
+
+    .. [1] https://en.wikipedia.org/wiki/Irrational_number
+
+    """
+    name = 'irrational'
+    handler = Dispatcher(
+        "IrrationalHandler",
+        doc=("Handler for Q.irrational.\n\n"
+        "Test that an expression is irrational numbers.")
+    )
+
+
+class RealPredicate(Predicate):
+    r"""
+    Real number predicate.
+
+    Explanation
+    ===========
+
+    ``Q.real(x)`` is true iff ``x`` is a real number, i.e., it is in the
+    interval `(-\infty, \infty)`.  Note that, in particular the
+    infinities are not real. Use ``Q.extended_real`` if you want to
+    consider those as well.
+
+    A few important facts about reals:
+
+    - Every real number is positive, negative, or zero.  Furthermore,
+        because these sets are pairwise disjoint, each real number is
+        exactly one of those three.
+
+    - Every real number is also complex.
+
+    - Every real number is finite.
+
+    - Every real number is either rational or irrational.
+
+    - Every real number is either algebraic or transcendental.
+
+    - The facts ``Q.negative``, ``Q.zero``, ``Q.positive``,
+        ``Q.nonnegative``, ``Q.nonpositive``, ``Q.nonzero``,
+        ``Q.integer``, ``Q.rational``, and ``Q.irrational`` all imply
+        ``Q.real``, as do all facts that imply those facts.
+
+    - The facts ``Q.algebraic``, and ``Q.transcendental`` do not imply
+        ``Q.real``; they imply ``Q.complex``. An algebraic or
+        transcendental number may or may not be real.
+
+    - The "non" facts (i.e., ``Q.nonnegative``, ``Q.nonzero``,
+        ``Q.nonpositive`` and ``Q.noninteger``) are not equivalent to
+        not the fact, but rather, not the fact *and* ``Q.real``.
+        For example, ``Q.nonnegative`` means ``~Q.negative & Q.real``.
+        So for example, ``I`` is not nonnegative, nonzero, or
+        nonpositive.
+
+    Examples
+    ========
+
+    >>> from sympy import Q, ask, symbols
+    >>> x = symbols('x')
+    >>> ask(Q.real(x), Q.positive(x))
+    True
+    >>> ask(Q.real(0))
+    True
+
+    References
+    ==========
+
+    .. [1] https://en.wikipedia.org/wiki/Real_number
+
+    """
+    name = 'real'
+    handler = Dispatcher(
+        "RealHandler",
+        doc=("Handler for Q.real.\n\n"
+        "Test that an expression belongs to the field of real numbers.")
+    )
+
+
+class ExtendedRealPredicate(Predicate):
+    r"""
+    Extended real predicate.
+
+    Explanation
+    ===========
+
+    ``Q.extended_real(x)`` is true iff ``x`` is a real number or
+    `\{-\infty, \infty\}`.
+
+    See documentation of ``Q.real`` for more information about related
+    facts.
+
+    Examples
+    ========
+
+    >>> from sympy import ask, Q, oo, I
+    >>> ask(Q.extended_real(1))
+    True
+    >>> ask(Q.extended_real(I))
+    False
+    >>> ask(Q.extended_real(oo))
+    True
+
+    """
+    name = 'extended_real'
+    handler = Dispatcher(
+        "ExtendedRealHandler",
+        doc=("Handler for Q.extended_real.\n\n"
+        "Test that an expression belongs to the field of extended real\n"
+        "numbers, that is real numbers union {Infinity, -Infinity}.")
+    )
+
+
+class HermitianPredicate(Predicate):
+    """
+    Hermitian predicate.
+
+    Explanation
+    ===========
+
+    ``ask(Q.hermitian(x))`` is true iff ``x`` belongs to the set of
+    Hermitian operators.
+
+    References
+    ==========
+
+    .. [1] https://mathworld.wolfram.com/HermitianOperator.html
+
+    """
+    # TODO: Add examples
+    name = 'hermitian'
+    handler = Dispatcher(
+        "HermitianHandler",
+        doc=("Handler for Q.hermitian.\n\n"
+        "Test that an expression belongs to the field of Hermitian operators.")
+    )
+
+
+class ComplexPredicate(Predicate):
+    """
+    Complex number predicate.
+
+    Explanation
+    ===========
+
+    ``Q.complex(x)`` is true iff ``x`` belongs to the set of complex
+    numbers. Note that every complex number is finite.
+
+    Examples
+    ========
+
+    >>> from sympy import Q, Symbol, ask, I, oo
+    >>> x = Symbol('x')
+    >>> ask(Q.complex(0))
+    True
+    >>> ask(Q.complex(2 + 3*I))
+    True
+    >>> ask(Q.complex(oo))
+    False
+
+    References
+    ==========
+
+    .. [1] https://en.wikipedia.org/wiki/Complex_number
+
+    """
+    name = 'complex'
+    handler = Dispatcher(
+        "ComplexHandler",
+        doc=("Handler for Q.complex.\n\n"
+        "Test that an expression belongs to the field of complex numbers.")
+    )
+
+
+class ImaginaryPredicate(Predicate):
+    """
+    Imaginary number predicate.
+
+    Explanation
+    ===========
+
+    ``Q.imaginary(x)`` is true iff ``x`` can be written as a real
+    number multiplied by the imaginary unit ``I``. Please note that ``0``
+    is not considered to be an imaginary number.
+
+    Examples
+    ========
+
+    >>> from sympy import Q, ask, I
+    >>> ask(Q.imaginary(3*I))
+    True
+    >>> ask(Q.imaginary(2 + 3*I))
+    False
+    >>> ask(Q.imaginary(0))
+    False
+
+    References
+    ==========
+
+    .. [1] https://en.wikipedia.org/wiki/Imaginary_number
+
+    """
+    name = 'imaginary'
+    handler = Dispatcher(
+        "ImaginaryHandler",
+        doc=("Handler for Q.imaginary.\n\n"
+        "Test that an expression belongs to the field of imaginary numbers,\n"
+        "that is, numbers in the form x*I, where x is real.")
+    )
+
+
+class AntihermitianPredicate(Predicate):
+    """
+    Antihermitian predicate.
+
+    Explanation
+    ===========
+
+    ``Q.antihermitian(x)`` is true iff ``x`` belongs to the field of
+    antihermitian operators, i.e., operators in the form ``x*I``, where
+    ``x`` is Hermitian.
+
+    References
+    ==========
+
+    .. [1] https://mathworld.wolfram.com/HermitianOperator.html
+
+    """
+    # TODO: Add examples
+    name = 'antihermitian'
+    handler = Dispatcher(
+        "AntiHermitianHandler",
+        doc=("Handler for Q.antihermitian.\n\n"
+        "Test that an expression belongs to the field of anti-Hermitian\n"
+        "operators, that is, operators in the form x*I, where x is Hermitian.")
+    )
+
+
+class AlgebraicPredicate(Predicate):
+    r"""
+    Algebraic number predicate.
+
+    Explanation
+    ===========
+
+    ``Q.algebraic(x)`` is true iff ``x`` belongs to the set of
+    algebraic numbers. ``x`` is algebraic if there is some polynomial
+    in ``p(x)\in \mathbb\{Q\}[x]`` such that ``p(x) = 0``.
+
+    Examples
+    ========
+
+    >>> from sympy import ask, Q, sqrt, I, pi
+    >>> ask(Q.algebraic(sqrt(2)))
+    True
+    >>> ask(Q.algebraic(I))
+    True
+    >>> ask(Q.algebraic(pi))
+    False
+
+    References
+    ==========
+
+    .. [1] https://en.wikipedia.org/wiki/Algebraic_number
+
+    """
+    name = 'algebraic'
+    AlgebraicHandler = Dispatcher(
+        "AlgebraicHandler",
+        doc="""Handler for Q.algebraic key."""
+    )
+
+
+class TranscendentalPredicate(Predicate):
+    """
+    Transcedental number predicate.
+
+    Explanation
+    ===========
+
+    ``Q.transcendental(x)`` is true iff ``x`` belongs to the set of
+    transcendental numbers. A transcendental number is a real
+    or complex number that is not algebraic.
+
+    """
+    # TODO: Add examples
+    name = 'transcendental'
+    handler = Dispatcher(
+        "Transcendental",
+        doc="""Handler for Q.transcendental key."""
+    )