def visitSearchSpaceProduct(
self, prod: SearchSpaceProduct, path: str, counter=None
):
search_spaces = [
accept(space, self, self.get_unique_name(make_indexed_name(name, index)))
for name, index, space in prod.get_indexed_spaces()
]
return search_spaces
def visitSearchSpaceProduct(
self, prod: SearchSpaceProduct, path: str, counter=None, useCounter=True
):
search_spaces = (
accept(space, self, self.get_unique_name(make_indexed_name(name, index)))
for name, index, space in prod.get_indexed_spaces()
)
return "[" + ",".join(search_spaces) + "]"
def visitSearchSpaceProduct(self, op:SearchSpaceProduct)->SearchSpaceGridInternalType:
sub_spaces = op.get_indexed_spaces()
param_grids:List[List[SearchSpaceGrid]] = [nest_all_HPparams(make_indexed_name(name, index), self.fixupDegenerateSearchSpaces(accept(space,self))) for name,index,space in sub_spaces]
param_grids_product:Iterable[Iterable[SearchSpaceGrid]] = itertools.product(*param_grids)
chained_grids:List[SearchSpaceGrid] = [
dict(ChainMap(*gridline)) for gridline in param_grids_product]
return chained_grids
def visitPlannedPipeline(self, op: "PlannedPipeline") -> SearchSpace:
spaces: List[Tuple[str, SearchSpace]] = [(s.name(), accept(s, self))
for s in op.steps()]
return SearchSpaceProduct(spaces)