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import gradio as gr
from pangea.services import Redact
import os
def redact_input(input: str, pangea_token: str):
redact = Redact(token=pangea_token)
return redact.redact(text=input).result.redacted_text
input_text = gr.components.Textbox(label="Enter your data here", value='My credit card number is 4242424242424242 with first and last name Mark Wittner and phone number 240-555-2323 \n City: New York \n State: NY \n Zip Code: 10036')
output_text1 = gr.components.Textbox(label="Redacted data")
def main(pangea_token, input_text):
if pangea_token == "defualt":
pangea_token = os.environ["PANGEA_REDACT_TOKEN"]
redacted_text = redact_input(input_text, pangea_token)
return redacted_text
pangea_token_input = gr.components.Textbox(label="Pangea Redact Token (Optional)", type="password", value="defualt", placeholder="pts_.....")
iface = gr.Interface(
fn=main,
inputs=[pangea_token_input, input_text],
outputs=[output_text1],
title="Data Redaction Playground",
description="Enter your your Pangea redact token (optional for custom settings), then put in your data and watch the magic happen 🪄.\n\n"
"Data redaction is powered by [Pangea's APIs](https://pangea.cloud/?utm_source=huggingface&utm_medium=redact-hash-demo) in this demo. "
"To learn more about how to get your API keys and tokens to run this, watch this short [walkthrough demo](https://www.youtube.com/watch?v=LNN5s_6G3Cc).\n\n"
"All of this in 3 lines of code:\n"
"```python\n"
"from pangea.services import Redact\n"
"redact = Redact(\"token=<PANGEA_REDACT_TOKEN>\")\n"
"def clean_data(data):\n"
" return redact.redact(text=data).result.redacted_text\n"
"```",
allow_flagging="never"
)
iface.launch(
favicon_path="./favicon-32x32.png"
)
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