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    <title>Dictionary-Encoding on cdelmonte.dev</title>
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      <title>From Dictionary Indices to Integers: Parquet Bit Unpacking Explained</title>
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      <pubDate>Wed, 10 Jun 2026 00:00:00 +0000</pubDate>
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      <description>Parquet rarely stores a column&amp;rsquo;s values directly. Dictionary encoding keeps the distinct values once and represents the column through small bit-packed integer indices. This explainer walks through dictionary encoding, how the indices are bit-packed, and the bit-unpacking step that reconstructs them into an int[] before every dictionary lookup.</description>
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