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swarms/swarms/utils/hash.py

17 lines
362 B

import pandas as pd
import hashlib
def dataframe_to_hash(dataframe: pd.DataFrame) -> str:
return hashlib.sha256(
pd.util.hash_pandas_object(dataframe, index=True).values
).hexdigest()
def str_to_hash(text: str, hash_algorithm: str = "sha256") -> str:
m = hashlib.new(hash_algorithm)
m.update(text.encode())
return m.hexdigest()