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import sys
sys.path.append("modules/preprocess")
from preprocessor.SerialPreprocessor import SerialConfig, SerialPreprocessor
from const import MACHINE_READING_COMPREHENSION, MULTI_REF_SEP
from preprocessor.prompt_funcs import const_prompt_func_wrapper
from preprocessor.knowledge_funcs import extract_dialogue_knowledge_wrapper
from preprocessor.label_funs import (
extract_turn_utterance,
)
if __name__ == "__main__":
TASK = MACHINE_READING_COMPREHENSION
input_data_path = sys.argv[1]
output_data_path = sys.argv[2]
serial_proc = SerialPreprocessor(
SerialConfig(
input_data_path,
output_data_path,
TASK,
logger_name=TASK,
task_bos_token=f"[{TASK}]",
prompt_func=const_prompt_func_wrapper(
"Answer the question based on the given document and dialogue context."
),
knowledge_func=extract_dialogue_knowledge_wrapper(": ", " | ", ", "),
label_func=extract_turn_utterance,
roles_in_history=[["USER"]],
roles_to_build_example=[["SYSTEM"]],
multi_ref_sep=MULTI_REF_SEP,
)
)
serial_proc.launch()
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