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Trino

Brand: Trino Software Foundation

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Features

  • check_icon Query Parsing
  • check_icon Logical Planning
  • check_icon Join Reordering
  • check_icon Split Assignment
  • check_icon Task Scheduling
  • See all img

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Trino Features

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Query Parsing

Parses SQL statements into an abstract syntax tree, enabling structured interpretation before planning begins.

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Logical Planning

Builds logical execution plans from parsed queries, mapping SQL constructs into relational operations for execution.

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Join Reordering

Reorders join operations based on estimated query cost, minimizing intermediate data size and runtime.

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Split Assignment

Breaks large datasets into smaller splits and assigns them across worker nodes for parallel processing.

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Task Scheduling

Distributes query tasks across worker nodes, balancing load and optimizing throughput in distributed clusters.

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Pipeline Execution

Executes queries in pipelined stages, allowing concurrent operations on streamed data without waiting.

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Exchange Handling

Manages data exchange between workers during joins and aggregations, ensuring proper query data flow.

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Partial Aggregation

Performs intermediate aggregations at worker nodes, reducing data volume before global aggregation.

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Join Execution

Executes distributed join operations (hash join, broadcast join, repartition join) across cluster workers.

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Window Function Processing

Applies analytic functions like ranking, lag, lead, and moving averages over partitioned query data.

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Exchange Serialization

Serializes intermediate data streams between workers for transfer, maintaining distributed execution state.

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Trino Software Foundation Company Details

Brand Name Trino Software Foundation
Information The Trino Software Foundation is an independent, non-profit organization with the mission of supporting a community of passionate developers devoted to the advancement of the Trino (formerly Presto SQL) distributed SQL query engine for big data.
Founded Year 2019
Director/Founders Dain Sundstrom, David Phillips, Martin Traverso
Company Size 1-100 Employees