32 lines
1.0 KiB
Python
32 lines
1.0 KiB
Python
# Copyright (c) Alibaba, Inc. and its affiliates.
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from typing import Union
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from evalscope.config import TaskConfig
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from evalscope.utils.io_utils import yaml_to_dict
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class BackendManager:
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def __init__(self, config: Union[str, dict, TaskConfig], **kwargs):
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"""
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BackendManager is the base class for the evaluation backend manager.
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It provides the basic configuration parsing, command generation, task submission, and result fetching.
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config: str or dict, the configuration of the evaluation backend.
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could be a string of the path to the configuration file (yaml), or a dictionary.
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"""
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if isinstance(config, str):
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self.config_d = yaml_to_dict(config)
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elif isinstance(config, TaskConfig):
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self.config_d = config.eval_config
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else:
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self.config_d = config
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self.kwargs = kwargs
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def run(self, *args, **kwargs):
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"""
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Run the evaluation backend.
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"""
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raise NotImplementedError
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