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pandasDuckDBpolars

import pandas as pd
df = pd.read_parquet("merged/demo_merged_pixel_extraction.parquet")
df.head()
print([c for c in df.columns if c.startswith("band_")][:10])

import duckdb
con = duckdb.connect()
con.execute("SELECT * FROM 'merged/demo_merged_pixel_extraction.parquet' LIMIT 5").df()

import polars as pl
df = pl.read_parquet("merged/demo_merged_pixel_extraction.parquet")
df.head(5)