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Convert Pandas Series to cuDF Series #76

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merged 2 commits into from
Aug 13, 2024
Merged

Convert Pandas Series to cuDF Series #76

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c69d1ac
check for pd series
sarahyurick Aug 13, 2024
1aa2854
add pytest
sarahyurick Aug 13, 2024
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3 changes: 3 additions & 0 deletions crossfit/op/tokenize.py
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Original file line number Diff line number Diff line change
Expand Up @@ -17,6 +17,7 @@

import cudf
import cupy as cp
import pandas as pd
import torch
from cudf.core.subword_tokenizer import SubwordTokenizer, _cast_to_appropriate_type
from cudf.utils.hash_vocab_utils import hash_vocab
Expand Down Expand Up @@ -61,6 +62,8 @@ def tokenize_strings(self, sentences, max_length=None):
self.padding_side = tokenizer.padding_side
self.pad_token_id = tokenizer.pad_token_id

if isinstance(sentences, pd.Series):
sentences = cudf.from_pandas(sentences)
if isinstance(sentences, cudf.Series):
sentences = sentences.to_arrow().to_pylist()

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