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import abc
import itertools
import dataclass_abc
from polymatrix.expression.mixins.polymatrixmixin import PolyMatrixMixin
from polymatrix.expression.mixins.expressionbasemixin import ExpressionBaseMixin
from polymatrix.expression.polymatrix import PolyMatrix
from polymatrix.expression.expressionstate import ExpressionState
class BlockDiagExprMixin(ExpressionBaseMixin):
@property
@abc.abstractmethod
def underlying(self) -> tuple[ExpressionBaseMixin, ...]:
...
# overwrites abstract method of `ExpressionBaseMixin`
def _apply(
self,
state: ExpressionState,
) -> tuple[ExpressionState, PolyMatrix]:
all_underlying = []
for expr in self.underlying:
state, polymat = expr.apply(state=state)
all_underlying.append(polymat)
# assert all(underlying.shape[0] == underlying.shape[1] for underlying in all_underlying)
@dataclass_abc.dataclass_abc(frozen=True)
class BlockDiagPolyMatrix(PolyMatrixMixin):
all_underlying: tuple[PolyMatrixMixin]
underlying_row_col_range: tuple[tuple[int, int], ...]
shape: tuple[int, int]
def get_poly(self, row: int, col: int) -> dict[tuple[int, ...], float]:
for polymat, ((row_start, col_start), (row_end, col_end)) in zip(self.all_underlying, self.underlying_row_col_range):
if row_start <= row < row_end:
if col_start <= col < col_end:
return polymat.get_poly(
row=row-row_start,
col=col-col_start,
)
else:
raise KeyError()
raise Exception(f'row {row} is out of bounds')
underlying_row_col_range = tuple(itertools.pairwise(
itertools.accumulate(
(expr.shape for expr in all_underlying),
lambda acc, v: tuple(v1+v2 for v1, v2 in zip(acc, v)),
initial=(0, 0))
))
shape = underlying_row_col_range[-1][1]
polymat = BlockDiagPolyMatrix(
all_underlying=all_underlying,
shape=shape,
underlying_row_col_range=underlying_row_col_range,
)
return state, polymat
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