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+ ---
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+ license: odc-by
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+ ---
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+
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+ # DuckDB datasets for (dump, id) querying on FineWeb 2
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+
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+ ## Download
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+
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+ All files:
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+
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+ ```shell
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+ huggingface-cli download BramVanroy/fineweb-2-duckdbs --local-dir duckdbs/fineweb-2/ --include *.duckdb --repo-type dataset
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+ ```
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+
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+ One file:
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+
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+ ```shell
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+ huggingface-cli download BramVanroy/fineweb-2-duckdbs fw2-deu_Latn.duckdb --local-dir duckdbs/fineweb-2/ --repo-type dataset
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+ ```
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+
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+
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+ ## Usage
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+
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+ ```python
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+ import re
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+ import duckdb
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+
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+ uuid_re = re.compile(r"<urn:uuid:([a-zA-Z0-9]{8}-?[a-zA-Z0-9]{4}-?[a-zA-Z0-9]{4}-?[a-zA-Z0-9]{4}-?[a-zA-Z0-9]{12})>")
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+ duckdb_path = "duckdbs/fineweb-2/fw2-deu_Latn.duckdb"
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+
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+ dump = "CC-MAIN-2013-20"
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+ uuid_urn = "<urn:uuid:4cd2db15-ae0c-482a-8688-d023d4b19f60>"
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+ # !! Important: extract the UUID from the URN
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+ uid = uuid_re.sub("\\1", uuid_urn).replace("-", "")
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+
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+ query = "SELECT EXISTS (SELECT 1 FROM dataset WHERE dump = ? AND id = ?)"
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+ exists = bool(con.execute(query, (dump, uuid)).fetchone()[0])
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+
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+ print(f"Does ID {uid} exist in {dump}? {exists}")
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+ ```