def _build_where_clauses(self, all_features, entity):
"""Traverses all identity features and creates a Compare for
each one, based on some heuristics
Args:
all_features (dict[Entity.id -> dict[str -> BaseFeature]]):
Dict containing a dict for each entity. Each nested dict
has features as values with their ids as keys.
entity (Entity): Entity to calculate features for.
"""
identities = [
f for _, f in all_features[entity.id].items()
if isinstance(f, IdentityFeature)
]
for feat in identities:
# Get interesting_values from the EntitySet that was passed, which
# is assumed to be the most recent version of the EntitySet.
# Features can contain a stale EntitySet reference without
# interesting_values
if entity[feat.variable.id].interesting_values is None:
continue
for val in entity[feat.variable.id].interesting_values:
self.where_clauses[entity.id].add(Equals(feat, val))
def _build_where_clauses(self, all_features, entity):
"""Traverses all identity features and creates a Compare for
each one, based on some heuristics
Args:
all_features (dict[Entity.id -> dict[str -> BaseFeature]]):
Dict containing a dict for each entity. Each nested dict
has features as values with their ids as keys.
entity (Entity): Entity to calculate features for.
"""
identities = [
f for _, f in all_features[entity.id].items()
if isinstance(f, IdentityFeature)
]
for feat in identities:
if feat.variable.interesting_values is None:
continue
for val in feat.variable.interesting_values:
self.where_clauses[entity.id].add(Equals(feat, val))