Spark + Gradio Demo Space
This Hugging Face Space demonstrates running a local PySpark session inside a Gradio web app. Users can enter text or upload data, and Spark will process it on the fly.
Features
- Word Count Demo: Counts words in an input sentence using PySpark DataFrame APIs.
- Spark Session: Leverages a local
SparkSession for fast, in-memory DataFrame operations.
- Gradio UI: Simple, interactive interface for text input and results display.
- Extensible: Swap out the
count_words function for any Spark-powered ETL, ML pipeline, or DataFrame operation.
Files
app.py — Main Gradio application that initializes Spark, defines the demo function, and launches the UI.requirements.txt — Python dependencies:
