9.py

feed_batch = [
    {
        "id": idx, 
        "fields": {
            "id": idx,
            "numeric": row["attribute(numeric)"], 
            "categorical": row["attribute(categorical)"]
        }
    } for idx, row in features.iterrows()
]
status = app.feed_batch(feed_batch)