import pandas as pd

daily = pd.read_parquet("hf://datasets/Lightcap/multi-domain-cloudflare-observability/data/http_daily.parquet")
daily["day"] = pd.to_datetime(daily["date"]).dt.date

top_2025_days = (
    daily[daily["date"].str.startswith("2025")]
    .groupby(["zone_name", "day"], as_index=False)["requests"]
    .sum()
    .sort_values("requests", ascending=False)
)

print(top_2025_days.head())