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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

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Trino Features

  • icon_check Query Parsing Parses SQL statements into an abstract syntax tree, enabling structured interpretation before planning begins.
  • icon_check Logical Planning Builds logical execution plans from parsed queries, mapping SQL constructs into relational operations for execution.
  • icon_check Join Reordering Reorders join operations based on estimated query cost, minimizing intermediate data size and runtime.
  • icon_check Split Assignment Breaks large datasets into smaller splits and assigns them across worker nodes for parallel processing.
  • icon_check Task Scheduling Distributes query tasks across worker nodes, balancing load and optimizing throughput in distributed clusters.
  • icon_check Pipeline Execution Executes queries in pipelined stages, allowing concurrent operations on streamed data without waiting.
  • icon_check Exchange Handling Manages data exchange between workers during joins and aggregations, ensuring proper query data flow.
  • icon_check Partial Aggregation Performs intermediate aggregations at worker nodes, reducing data volume before global aggregation.
  • icon_check Join Execution Executes distributed join operations (hash join, broadcast join, repartition join) across cluster workers.
  • icon_check Window Function Processing Applies analytic functions like ranking, lag, lead, and moving averages over partitioned query data.
  • icon_check Exchange Serialization Serializes intermediate data streams between workers for transfer, maintaining distributed execution state.

Trino Specifications

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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

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