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    • 7. 发明授权
    • Data flow plan optimizer
    • 数据流计划优化器
    • US06694310B1
    • 2004-02-17
    • US09489403
    • 2000-01-21
    • Tsae-Feng YuAnil D'silvaJay W. Davison
    • Tsae-Feng YuAnil D'silvaJay W. Davison
    • G06F1730
    • G06F17/30569G06F17/30463Y10S707/954Y10S707/99932Y10S707/99934Y10S707/99942Y10S707/99943Y10S707/99944
    • An optimizer for a data transformation system. The optimizer optimizes data flow plans that describe how data is to be transformed from the form it has in a data source to the form required in a data destination. A data flow plan is made up of a sequence of transforms, and the optimized data flow plan is equivalent to the original data flow plan but has fewer transforms. One kind of optimization is read/write optimization, in which the data flow plan is modified so that operations of the original data flow plan are performed in the data source or destination. Another is merge optimization, in which a single merge transform specifies the operations specified in a plurality of the transforms of the original data flow plan. The operations specified in the merge transform can further be performed in parallel. The optimizer additionally reorders the transforms in the original data flow plan to increase the amount of optimization. Operation of the optimizer is transparent to the user of the data transformation system.
    • 数据转换系统的优化器。 优化器优化数据流程图,描述如何将数据从数据源中的形式转换为数据目标中所需的形式。 数据流程图由一系列变换组成,优化后的数据流程图等同于原始数据流程图,但转换次数较少。 一种优化是读/写优化,其中数据流计划被修改,以便在数据源或目的地中执行原始数据流计划的操作。 另一个是合并优化,其中单个合并变换指定在原始数据流计划的多个变换中指定的操作。 合并变换中指定的操作可以进一步并行执行。 优化器还对原始数据流计划中的变换进行重新排序,以增加优化的数量。 优化器的操作对数据转换系统的用户是透明的。