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modify the extract representation to support various types of inputs #24

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modify the extract representation to support various types of inputs #24

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14 changes: 11 additions & 3 deletions neurox/data/extraction/transformers_extractor.py
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Original file line number Diff line number Diff line change
Expand Up @@ -272,11 +272,19 @@ def extract_representations(
print("Reading input corpus")

def corpus_generator(input_corpus_path):
with open(input_corpus_path, "r") as fp:
for line in fp:
yield line.strip()
if not isinstance(input_corpus_path, list) and os.path.exists(input_corpus_path):
with open(input_corpus_path, "r") as fp:
for line in fp:
yield line.strip()
return
else:
if isinstance(input_corpus_path,str):
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@fdalvi fdalvi Jun 7, 2022

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when is this condition used? do we expect the user to pass a single "sentence" as the input corpus?

input_corpus_path = [input_corpus_path]
for item in input_corpus_path:
yield item.strip()
return


print("Preparing output file")
writer = ActivationsWriter.get_writer(
output_file,
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