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rollout_result_post_processor.py
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57 lines (41 loc) · 1.64 KB
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"""
Rollout result post-processing plugin for quality checks.
This module provides an abstract base class for post-processing rollout results
to guard response quality. Post-processors can validate results and raise
ResponseQualityError if quality checks fail.
"""
from abc import ABC, abstractmethod
from eval_protocol.models import EvaluationRow
class RolloutResultPostProcessor(ABC):
"""
Abstract base class for rollout result post-processing plugins.
Post-processors validate rollout results and can raise ResponseQualityError
if quality checks fail. This allows for customizable quality guards that
can be overridden by users.
"""
@abstractmethod
def process(self, result: EvaluationRow) -> None:
"""
Process and validate a rollout result.
This method should perform quality checks on the result. If quality
checks fail, it should raise ResponseQualityError with an appropriate
message.
Args:
result: The EvaluationRow result from the rollout
Raises:
ResponseQualityError: If quality checks fail
"""
pass
class NoOpRolloutResultPostProcessor(RolloutResultPostProcessor):
"""
Default no-op implementation of RolloutResultPostProcessor.
This implementation does not perform any quality checks and always passes.
Use this as a default when no post-processing is needed.
"""
def process(self, result: EvaluationRow) -> None:
"""
No-op implementation that does not perform any quality checks.
Args:
result: The EvaluationRow result from the rollout
"""
pass