lale.search.schema2search_space module

class lale.search.schema2search_space.FreqsWrapper(base: Optional[Dict[str, Dict[str, int]]])[source]

Bases: object

lale.search.schema2search_space.asFreqs(part: Union[lale.search.schema2search_space.FreqsWrapper, Dict[str, int], None]) → Optional[Iterable[Tuple[Any, int]]][source]
lale.search.schema2search_space.freqs_wrapper_lookup(part: Union[lale.search.schema2search_space.FreqsWrapper, Dict[str, int], None], k: str) → Union[lale.search.schema2search_space.FreqsWrapper, Dict[str, int], None][source]
lale.search.schema2search_space.pgo_lookup(pgo: Optional[Dict[str, Dict[str, Dict[str, int]]]], name: str) → Optional[lale.search.schema2search_space.FreqsWrapper][source]
lale.search.schema2search_space.schemaObjToSearchSpaceHelper(longName: str, path: str, schema: Any, relevantFields: Optional[Set[str]], pgo_freqs: Union[lale.search.schema2search_space.FreqsWrapper, Dict[str, int], None] = None) → Dict[str, lale.search.search_space.SearchSpace][source]
lale.search.schema2search_space.schemaToSearchSpace(longName: str, name: str, schema: Any, pgo: Optional[Dict[str, Dict[str, Dict[str, int]]]] = None) → Optional[lale.search.search_space.SearchSpace][source]
lale.search.schema2search_space.schemaToSearchSpaceHelper(longName, schema: Any, relevantFields: Optional[Set[str]], pgo_freqs: Union[lale.search.schema2search_space.FreqsWrapper, Dict[str, int], None] = None) → Optional[lale.search.search_space.SearchSpace][source]
lale.search.schema2search_space.schemaToSearchSpaceHelper_(longName, path: str, schema: Any, relevantFields: Optional[Set[str]], pgo_freqs: Union[lale.search.schema2search_space.FreqsWrapper, Dict[str, int], None] = None) → Optional[lale.search.search_space.SearchSpace][source]
lale.search.schema2search_space.schemaToSimplifiedAndSearchSpace(longName: str, name: str, schema: Any, pgo: Optional[Dict[str, Dict[str, Dict[str, int]]]] = None) → Tuple[Any, Optional[lale.search.search_space.SearchSpace]][source]