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#!/usr/bin/env python3
import os
import json
import sys
import re
import pandas as pd
def main(params):
activation_id = os.environ.get('__OW_ACTIVATION_ID')
sentences = params["__ow_body"][0]["processed_data"]
sentiments = params["__ow_body"][1]["sentiments"]
# Combine sentences and sentiments into a list of dictionaries
data = [{"Sentence": sentence, "Sentiment": sentiment} for sentence, sentiment in zip(sentences, sentiments)]
# Create a DataFrame from the list of dictionaries
df = pd.DataFrame(data)
# Convert DataFrame to a formatted string with cleaned formatting
report = df.to_string(index=False)
report = re.sub(r'\n +', '\n', report)
report = report.strip()
print(json.dumps({ "activation_id": str(activation_id),
"report" : report
}))
return({"activation_id": str(activation_id),
"report":report
})
if __name__ == "__main__":
main(params)