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| <div class="col-lg-8"> |
| <br /><br /> |
| <h2>What is Iceberg?</h2> |
| <br /> |
| |
| <p> |
| Iceberg is a high-performance format for huge analytic tables. Iceberg |
| brings the reliability and simplicity of SQL tables to big data, while |
| making it possible for engines like Spark, Trino, Flink, Presto, Hive |
| and Impala to safely work with the same tables, at the same time. |
| </p> |
| <div class="button-box"> |
| <ul class="list-inline intro-social-buttons"> |
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| <hr class="section-heading-spacer" /> |
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| <h2 class="section-heading">Expressive SQL</h2> |
| <p> |
| Iceberg supports flexible SQL commands to merge new data, update |
| existing rows, and perform targeted deletes. Iceberg can eagerly |
| rewrite data files for read performance, or it can use delete deltas |
| for faster updates. |
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| <div id="termynal-expressive-sql" |
| data-termynal="" |
| data-ty-startdelay="2000" |
| data-ty-typedelay="20" |
| data-ty-linedelay="500" |
| style="width: 445px; min-height: 338.5px"> |
| |
| <span data-ty="input" data-ty-prompt="sql>">MERGE INTO prod.nyc.taxis pt |
| </span> |
| <span data-ty="input" data-ty-prompt="">USING (SELECT * FROM staging.nyc.taxis) st |
| </span> |
| <span data-ty="input" data-ty-prompt="">ON pt.id = st.id |
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| <span data-ty="input" data-ty-prompt="">WHEN NOT MATCHED THEN INSERT *; |
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| <span data-ty="">Done!</span> |
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| <h2 class="section-heading">Full Schema Evolution</h2> |
| <p> |
| Schema evolution just works. Adding a column won't bring back |
| "zombie" data. Columns can be renamed and reordered. Best of all, |
| schema changes never require rewriting your table. |
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| style="width: 445px; min-height: 484.5px"> |
| |
| <span data-ty="input" data-ty-prompt="sql>">ALTER TABLE taxis |
| </span> |
| <span data-ty="input" data-ty-prompt="">ALTER COLUMN trip_distance |
| </span> |
| <span data-ty="input" data-ty-prompt="" data-ty-delay="2500">TYPE double; |
| </span> |
| <span data-ty="">Done!</span> |
| |
| <span data-ty="input" data-ty-prompt="sql>">ALTER TABLE taxis |
| </span> |
| <span data-ty="input" data-ty-prompt="">ALTER COLUMN trip_distance |
| </span> |
| <span data-ty="input" data-ty-prompt="">AFTER fare; |
| </span> |
| <span data-ty="">Done!</span> |
| |
| <span data-ty="input" data-ty-prompt="sql>">ALTER TABLE taxis |
| </span> |
| <span data-ty="input" data-ty-prompt="">RENAME COLUMN trip_distance |
| </span> |
| <span data-ty="input" data-ty-prompt="">TO distance; |
| </span> |
| <span data-ty="">Done!</span> |
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| <h2 class="section-heading">Hidden Partitioning</h2> |
| <p> |
| Iceberg handles the tedious and error-prone task of producing |
| partition values for rows in a table and skips unnecessary |
| partitions and files automatically. No extra filters are needed for |
| fast queries, and table layout can be updated as data or queries |
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| speed="0.5" |
| style="width: 430px; height: 400px" |
| loop="" |
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| <div class="content-section-b"> |
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| <h2 class="section-heading">Time Travel and Rollback</h2> |
| <p> |
| Time-travel enables reproducible queries that use exactly the same |
| table snapshot, or lets users easily examine changes. Version |
| rollback allows users to quickly correct problems by resetting |
| tables to a good state. |
| </p> |
| |
| <ul class="list-inline intro-social-buttons"> |
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| <a href="./docs/latest/spark-queries/#time-travel" class="btn btn-default btn-lg"> |
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| <div class="termynal-container"> |
| <div id="termynal-time-travel" |
| data-termynal="" |
| data-ty-startdelay="6000" |
| data-ty-typedelay="20" |
| data-ty-linedelay="500" |
| style="width: 445px; min-height: 391.9px"> |
| |
| <span data-ty="input" data-ty-prompt="sql>">SELECT count(*) FROM nyc.taxis |
| </span> |
| <span data-ty="">2,853,020</span> |
| |
| <span data-ty="input" data-ty-prompt="sql>">SELECT count(*) FROM nyc.taxis FOR VERSION AS OF 2188465307835585443 |
| </span> |
| <span data-ty="">2,798,371</span> |
| <span data-ty="input" data-ty-prompt="sql>">SELECT count(*) FROM nyc.taxis FOR TIMESTAMP AS OF TIMESTAMP '2022-01-01 00:00:00.000000 Z' |
| </span> |
| <span data-ty="">2,798,371</span> |
| |
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| <hr class="section-heading-spacer" /> |
| <div class="clearfix"></div> |
| <h2 class="section-heading">Data Compaction</h2> |
| <p> |
| Data compaction is supported out-of-the-box and you can choose from |
| different rewrite strategies such as bin-packing or sorting to |
| optimize file layout and size. |
| </p> |
| </div> |
| <div class="col-lg-5 col-lg"> |
| <div id="termynal-data-compaction" |
| data-termynal="" |
| data-ty-startdelay="8000" |
| data-ty-typedelay="20" |
| data-ty-linedelay="500" |
| style="width: 445px; min-height: 192.7px"> |
| |
| <span data-ty="input" data-ty-prompt="sql>">CALL system.rewrite_data_files("nyc.taxis"); |
| </span> |
| |
| </div> |
| </div> |
| </div> |
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| </div> |
| </section> |
| |
| <script |
| src="assets/javascript/termynal.js" |
| data-termynal-container="#termynal|#termynal-data-compaction|#termynal-expressive-sql|#termynal-time-travel"> |
| </script> |
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