def from_dict(schema, raw):
ex_id = raw['exid']
kb = KB.from_dict(schema.attributes, raw['kb'])
agent = raw['agent']
role = raw['role']
prev_turns = raw['prev_turns']
prev_roles = raw['prev_roles']
target = raw['target']
candidates = raw['candidates']
scores = raw['results']
return EvalExample(ex_id, kb, agent, role, prev_turns, prev_roles,
target, candidates, scores)
def from_dict(schema, raw):
alphas = []
# compatibility with older data format
if schema is not None:
attributes = schema.attributes
else:
assert 'attributes' in raw
if 'attributes' in raw:
attributes = [Attribute.from_json(raw_attr) for raw_attr in raw['attributes']]
if 'alphas' in raw:
alphas = raw['alphas']
return Scenario(raw['uuid'], attributes, [KB.from_dict(attributes, kb) for kb in raw['kbs']], alphas)
def from_dict(cls, schema, raw):
scenario_attributes = None
if schema is not None:
scenario_attributes = schema.attributes
if 'attributes' in raw.keys():
scenario_attributes = [
Attribute.from_json(a) for a in raw['attributes']
]
if scenario_attributes is None:
raise ValueError(
"No scenario attributes found. "
"Either schema must not be None (and have valid attributes) or "
"scenario dict must have valid attributes field.")
kb_list = [KB.from_dict(scenario_attributes, kb) for kb in raw['kbs']]
return cls(raw['uuid'], scenario_attributes, kb_list)
