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import sys
sys.path.append("modules/preprocess")
from preprocessor.SerialPreprocessor import SerialConfig, SerialPreprocessor
from const import (
DIALOGUE_STATE_TRACKING,
)
from preprocessor.prompt_funcs import const_prompt_func_wrapper
from preprocessor.knowledge_funcs import None_knowledge, extract_turn_domains_wrapper
from preprocessor.label_funs import (
extract_belief_state_wrapper,
)
import os, shutil
if __name__ == "__main__":
TASK = DIALOGUE_STATE_TRACKING
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(
"Generate the dialogue state based on the given dialogue context."
),
knowledge_func=None_knowledge,
label_func=extract_belief_state_wrapper(", ", " | ", "; ", ": "),
roles_to_build_example=[["USER"]],
)
)
serial_proc.launch()
for split in ["train", "dev", "test"]:
if os.path.isfile(os.path.join(input_data_path, f"{split}_ontology.json")):
shutil.copyfile(
os.path.join(input_data_path, f"{split}_ontology.json"),
os.path.join(output_data_path, f"{split}_ontology.json"),
)
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