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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" | |
| ) | |