26 lines
957 B
Python
26 lines
957 B
Python
import sys
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from typing import Dict, Iterator, List
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from evalscope.perf.arguments import Arguments
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from evalscope.perf.plugin.datasets.base import DatasetPluginBase
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from evalscope.perf.plugin.registry import register_dataset
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@register_dataset('line_by_line')
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class LineByLineDatasetPlugin(DatasetPluginBase):
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"""Read dataset and return prompt.
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"""
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def __init__(self, query_parameters: Arguments):
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super().__init__(query_parameters)
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def build_messages(self) -> Iterator[List[Dict]]:
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for item in self.dataset_line_by_line(self.query_parameters.dataset_path):
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prompt = item.strip()
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if len(prompt) > self.query_parameters.min_prompt_length and len(
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prompt) < self.query_parameters.max_prompt_length:
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if self.query_parameters.apply_chat_template:
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yield [{'role': 'user', 'content': prompt}]
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else:
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yield prompt
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