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path: root/polymatrix/expression/mixins/divisionexprmixin.py
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import abc
import dataclasses

from polymatrix.expression.init.initpolymatrix import init_poly_matrix
from polymatrix.expression.mixins.expressionbasemixin import ExpressionBaseMixin
from polymatrix.expression.polymatrix import PolyMatrix
from polymatrix.expression.expressionstate import ExpressionState


class DivisionExprMixin(ExpressionBaseMixin):
    @property
    @abc.abstractmethod
    def left(self) -> ExpressionBaseMixin:
        ...

    @property
    @abc.abstractmethod
    def right(self) -> ExpressionBaseMixin:
        ...

    # # overwrites abstract method of `ExpressionBaseMixin`
    # @property
    # def shape(self) -> tuple[int, int]:
    #     return self.left.shape

    # overwrites abstract method of `ExpressionBaseMixin`
    def _apply(
        self, 
        state: ExpressionState,
    ) -> tuple[ExpressionState, PolyMatrix]:

        if self in state.cached_polymatrix:
            return state, state.cached_polymatrix[self]

        state, left = self.left.apply(state=state)
        state, right = self.right.apply(state=state)

        assert right.shape == (1, 1)

        terms = {}

        division_variable = state.n_param
        state = state.register(n_param=1)

        for row in range(left.shape[0]):
            for col in range(left.shape[1]):

                try:
                    underlying_terms = left.get_poly(row, col)
                except KeyError:
                    continue

                def gen_monomial_terms():
                    for monomial, value in underlying_terms.items():
                        yield monomial + (division_variable,), value

                terms[row, col] = dict(gen_monomial_terms())

        def gen_auxillary_terms():
            for monomial, value in right.get_poly(0, 0).items():
                yield monomial + (division_variable,), value

        auxillary_terms = dict(gen_auxillary_terms())

        if tuple() not in auxillary_terms:
            auxillary_terms[tuple()] = 0

        auxillary_terms[tuple()] -= 1

        poly_matrix = init_poly_matrix(
            terms=terms,
            shape=left.shape,
        )

        state = dataclasses.replace(
            state, 
            auxillary_equations=state.auxillary_equations | {division_variable: auxillary_terms},
            cached_polymatrix=state.cached_polymatrix | {self: poly_matrix},
        )

        return state, poly_matrix