great-ai/examples/complex/main_batch.py

23 lines
565 B
Python
Executable file

#!/usr/bin/env python3
import json
from random import shuffle
from devtools import debug
from great_ai import process_batch
from predict_domain import predict_domain
if __name__ == "__main__":
with open(".cache/data-1/s2-corpus-323.json") as f:
raw = json.load(f)
shuffle(raw)
data = {f'{r["title"]} {r["abstract"]}': r["domain"] for r in raw[:10]}
results = process_batch(predict_domain, data.keys())
for predicted, actual in zip(results, data.values()):
print(", ".join(actual))
debug(predicted)
print()