codekingpro/portable-devtools
114k
1"""Evaluation Helpers."""2 3from typing import TYPE_CHECKING, Any4 5if TYPE_CHECKING:6 from langsmith.evaluation._arunner import (7 aevaluate,8 aevaluate_existing,9 )10 from langsmith.evaluation._runner import (11 evaluate,12 evaluate_comparative,13 evaluate_existing,14 )15 from langsmith.evaluation.evaluator import (16 EvaluationResult,17 EvaluationResults,18 RunEvaluator,19 run_evaluator,20 )21 22 23def __getattr__(24 name: str,25) -> Any:26 """.. deprecated:: 0.5.0.27 28 Importing from langsmith.evaluation is deprecated. Use client.evaluate() instead.29 """30 if name == "evaluate":31 from langsmith.evaluation._runner import evaluate32 33 return evaluate34 elif name == "evaluate_existing":35 from langsmith.evaluation._runner import evaluate_existing36 37 return evaluate_existing38 elif name == "aevaluate":39 from langsmith.evaluation._arunner import aevaluate40 41 return aevaluate42 elif name == "aevaluate_existing":43 from langsmith.evaluation._arunner import aevaluate_existing44 45 return aevaluate_existing46 elif name == "evaluate_comparative":47 from langsmith.evaluation._runner import evaluate_comparative48 49 return evaluate_comparative50 elif name == "EvaluationResult":51 from langsmith.evaluation.evaluator import EvaluationResult52 53 return EvaluationResult54 elif name == "EvaluationResults":55 from langsmith.evaluation.evaluator import EvaluationResults56 57 return EvaluationResults58 elif name == "RunEvaluator":59 from langsmith.evaluation.evaluator import RunEvaluator60 61 return RunEvaluator62 elif name == "run_evaluator":63 from langsmith.evaluation.evaluator import run_evaluator64 65 return run_evaluator66 elif name == "StringEvaluator":67 from langsmith.evaluation.string_evaluator import StringEvaluator68 69 return StringEvaluator70 71 raise AttributeError(f"module {__name__} has no attribute {name}")72 73 74__all__ = [75 "run_evaluator",76 "EvaluationResult",77 "EvaluationResults",78 "RunEvaluator",79 "StringEvaluator",80 "aevaluate",81 "aevaluate_existing",82 "evaluate",83 "evaluate_existing",84 "evaluate_comparative",85]86 87 88def __dir__() -> list[str]:89 return __all__90 