Interface SupportsProjectionPushDown
ScanTableSource.
Given the following SQL:
CREATE TABLE t (i INT, r ROW < d DOUBLE, b BOOLEAN>, s STRING);
SELECT s, r.d FROM t;
In the above example, r.d and s are required fields. Other fields can be
skipped in a projection. Compared to table's schema, fields are reordered.
By default, if this interface is not implemented, a projection is applied in a subsequent operation after the source.
For efficiency, a source can push a projection further down in order to be close to the actual
data generation. A projection is only selecting fields that are used by a query (possibly in a
different field order). It does not contain any computation. A projection can either be performed
on the fields of the top-level row only or consider nested fields as well (see supportsNestedProjection()).
- See Also:
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Method Summary
Modifier and TypeMethodDescriptionvoidapplyProjection(int[][] projectedFields, DataType producedDataType) Provides the field index paths that should be used for a projection.booleanReturns whether this source supports nested projection.
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Method Details
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supportsNestedProjection
boolean supportsNestedProjection()Returns whether this source supports nested projection. -
applyProjection
Provides the field index paths that should be used for a projection. The indices are 0-based and support fields within (possibly nested) structures if this is enabled viasupportsNestedProjection().In the example mentioned in
SupportsProjectionPushDown, this method would receive:[[2], [1]]which is equivalent to[["s"], ["r"]]ifsupportsNestedProjection()returns false.[[2], [1, 0]]which is equivalent to[["s"], ["r", "d"]]]ifsupportsNestedProjection()returns true.
Note: Use the passed data type instead of
ResolvedSchema.toPhysicalRowDataType()for describing the final output data type when creatingTypeInformation.- Parameters:
projectedFields- field index paths of all fields that must be present in the physically produced dataproducedDataType- the final output type of the source, with the projection applied
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