# Copyright 2025 - Oumi
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
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from typing import Callable

from oumi.core.configs import TrainingParams
from oumi.core.registry import REGISTRY



[docs]
def build_reward_functions(config: TrainingParams) -> list[Callable]:
    """Builds the metrics function."""
    result: list[Callable] = []
    if config.reward_functions is not None:
        # Import to ensure GRPO reward functions are added to REGISTRY.
        import oumi.datasets.grpo.rewards as grpo_rewards  # noqa: F401

        function_names = [name for name in config.reward_functions if name]
        for name in function_names:
            reward_function = REGISTRY.get_reward_function(name)
            if not reward_function:
                raise KeyError(
                    f"reward_function `{name}` was not found in the registry."
                )
            result.append(reward_function)

    return result