Update DuckDB queries and parquet file loading #24

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lfoppiano wants to merge 3 commits intomainfrom

feature/luca/update-duckdb

Commits on Feb 12, 2026

fix: load the parquet files recursively and use the query of duckdb to select the crawl and the subset, as was done in the Java Tour
lfoppiano
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chore(docs): update documentation with instruction on how to download the crawl data with and without the AWS CLI
lfoppiano
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fix: parametrize the crawl name
lfoppiano
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