datafusion_optimizer::optimize_projections

Struct OptimizeProjections

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pub struct OptimizeProjections {}
Expand description

Optimizer rule to prune unnecessary columns from intermediate schemas inside the LogicalPlan. This rule:

  • Removes unnecessary columns that do not appear at the output and/or are not used during any computation step.
  • Adds projections to decrease table column size before operators that benefit from a smaller memory footprint at its input.
  • Removes unnecessary LogicalPlan::Projections from the LogicalPlan.

OptimizeProjections is an optimizer rule that identifies and eliminates columns from a logical plan that are not used by downstream operations. This can improve query performance and reduce unnecessary data processing.

The rule analyzes the input logical plan, determines the necessary column indices, and then removes any unnecessary columns. It also removes any unnecessary projections from the plan tree.

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impl Debug for OptimizeProjections

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fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more
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impl Default for OptimizeProjections

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fn default() -> OptimizeProjections

Returns the “default value” for a type. Read more
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impl OptimizerRule for OptimizeProjections

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fn name(&self) -> &str

A human readable name for this optimizer rule
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fn apply_order(&self) -> Option<ApplyOrder>

How should the rule be applied by the optimizer? See comments on ApplyOrder for details. Read more
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fn supports_rewrite(&self) -> bool

Does this rule support rewriting owned plans (rather than by reference)?
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fn rewrite( &self, plan: LogicalPlan, config: &dyn OptimizerConfig, ) -> Result<Transformed<LogicalPlan>>

Try to rewrite plan to an optimized form, returning Transformed::yes if the plan was rewritten and Transformed::no if it was not. Read more
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fn try_optimize( &self, _plan: &LogicalPlan, _config: &dyn OptimizerConfig, ) -> Result<Option<LogicalPlan>>

👎Deprecated since 40.0.0: please implement supports_rewrite and rewrite instead
Try and rewrite plan to an optimized form, returning None if the plan cannot be optimized by this rule. Read more

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impl<T> Any for T
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fn type_id(&self) -> TypeId

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where T: ?Sized,

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fn borrow(&self) -> &T

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impl<T> BorrowMut<T> for T
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fn borrow_mut(&mut self) -> &mut T

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impl<T> From<T> for T

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fn from(t: T) -> T

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fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

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impl<T> IntoEither for T

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fn into_either(self, into_left: bool) -> Either<Self, Self>

Converts self into a Left variant of Either<Self, Self> if into_left is true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more
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fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
where F: FnOnce(&Self) -> bool,

Converts self into a Left variant of Either<Self, Self> if into_left(&self) returns true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more
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impl<T, U> TryFrom<U> for T
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type Error = Infallible

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fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

Performs the conversion.
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impl<T, U> TryInto<U> for T
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type Error = <U as TryFrom<T>>::Error

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