Evaluation.summarize:v3
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import weave
from weave.object.obj import Object
from weave.trace.table import Table
from weave.flow.util import transpose
from weave.flow.scorer import get_scorer_attributes
from weave.flow.scorer import auto_summarize
from weave.trace.op import op
class EvaluationResults(Object):
rows: Table
@weave.op()
@op
async def summarize(self, eval_table: EvaluationResults) -> dict:
eval_table_rows = list(eval_table.rows)
cols = transpose(eval_table_rows)
summary = {}
for name, vals in cols.items():
if name == "scores":
if scorers := self.scorers:
for scorer in scorers:
scorer_attributes = get_scorer_attributes(scorer)
scorer_name = scorer_attributes.scorer_name
summarize_fn = scorer_attributes.summarize_fn