datafusion_expr

Struct WindowUDF

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pub struct WindowUDF { /* private fields */ }
Expand description

Logical representation of a user-defined window function (UDWF) A UDWF is different from a UDF in that it is stateful across batches.

See the documentation on PartitionEvaluator for more details

  1. For simple use cases, use create_udwf (examples in simple_udwf.rs).

  2. For advanced use cases, use WindowUDFImpl which provides full API access (examples in advanced_udwf.rs).

§API Note

This is a separate struct from WindowUDFImpl to maintain backwards compatibility with the older API.

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impl WindowUDF

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pub fn new_from_impl<F>(fun: F) -> WindowUDF
where F: WindowUDFImpl + 'static,

Create a new WindowUDF from a [WindowUDFImpl] trait object

Note this is the same as using the From impl (WindowUDF::from)

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pub fn inner(&self) -> &Arc<dyn WindowUDFImpl>

Return the underlying WindowUDFImpl trait object for this function

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pub fn with_aliases( self, aliases: impl IntoIterator<Item = &'static str>, ) -> Self

Adds additional names that can be used to invoke this function, in addition to name

If you implement WindowUDFImpl directly you should return aliases directly.

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pub fn call(&self, args: Vec<Expr>) -> Expr

creates a Expr that calls the window function with default values for order_by, partition_by, window_frame.

See ExprFunctionExt for details on setting these values.

This utility allows using a user defined window function without requiring access to the registry, such as with the DataFrame API.

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pub fn name(&self) -> &str

Returns this function’s name

See WindowUDFImpl::name for more details.

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pub fn aliases(&self) -> &[String]

Returns the aliases for this function.

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pub fn signature(&self) -> &Signature

Returns this function’s signature (what input types are accepted)

See WindowUDFImpl::signature for more details.

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pub fn simplify(&self) -> Option<WindowFunctionSimplification>

Do the function rewrite

See WindowUDFImpl::simplify for more details.

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pub fn expressions( &self, expr_args: ExpressionArgs<'_>, ) -> Vec<Arc<dyn PhysicalExpr>>

Expressions that are passed to the PartitionEvaluator.

See WindowUDFImpl::expressions for more details.

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pub fn partition_evaluator_factory( &self, partition_evaluator_args: PartitionEvaluatorArgs<'_>, ) -> Result<Box<dyn PartitionEvaluator>>

Return a PartitionEvaluator for evaluating this window function

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pub fn field(&self, field_args: WindowUDFFieldArgs<'_>) -> Result<Field>

Returns the field of the final result of evaluating this window function.

See WindowUDFImpl::field for more details.

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pub fn sort_options(&self) -> Option<SortOptions>

Returns custom result ordering introduced by this window function which is used to update ordering equivalences.

See WindowUDFImpl::sort_options for more details.

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pub fn coerce_types(&self, arg_types: &[DataType]) -> Result<Vec<DataType>>

See WindowUDFImpl::coerce_types for more details.

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pub fn reverse_expr(&self) -> ReversedUDWF

Returns the reversed user-defined window function when the order of evaluation is reversed.

See WindowUDFImpl::reverse_expr for more details.

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pub fn documentation(&self) -> Option<&Documentation>

Returns the documentation for this Window UDF.

Documentation can be accessed programmatically as well as generating publicly facing documentation.

Trait Implementations§

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impl Clone for WindowUDF

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fn clone(&self) -> WindowUDF

Returns a copy of the value. Read more
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fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Debug for WindowUDF

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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 Display for WindowUDF

Defines how the WindowUDF is shown to users

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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<F> From<F> for WindowUDF
where F: WindowUDFImpl + Send + Sync + 'static,

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fn from(fun: F) -> Self

Converts to this type from the input type.
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impl Hash for WindowUDF

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fn hash<H: Hasher>(&self, state: &mut H)

Feeds this value into the given Hasher. Read more
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fn hash_slice<H>(data: &[Self], state: &mut H)
where H: Hasher, Self: Sized,

Feeds a slice of this type into the given Hasher. Read more
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impl PartialEq for WindowUDF

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fn eq(&self, other: &Self) -> bool

Tests for self and other values to be equal, and is used by ==.
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fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.
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impl PartialOrd for WindowUDF

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fn partial_cmp(&self, other: &WindowUDF) -> Option<Ordering>

This method returns an ordering between self and other values if one exists. Read more
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fn lt(&self, other: &Rhs) -> bool

Tests less than (for self and other) and is used by the < operator. Read more
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fn le(&self, other: &Rhs) -> bool

Tests less than or equal to (for self and other) and is used by the <= operator. Read more
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fn gt(&self, other: &Rhs) -> bool

Tests greater than (for self and other) and is used by the > operator. Read more
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fn ge(&self, other: &Rhs) -> bool

Tests greater than or equal to (for self and other) and is used by the >= operator. Read more
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impl Eq for WindowUDF

Auto Trait Implementations§

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impl<T> Any for T
where T: 'static + ?Sized,

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fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more
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impl<T> Borrow<T> for T
where T: ?Sized,

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fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more
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impl<T> BorrowMut<T> for T
where T: ?Sized,

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fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more
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impl<T> CloneToUninit for T
where T: Clone,

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unsafe fn clone_to_uninit(&self, dst: *mut T)

🔬This is a nightly-only experimental API. (clone_to_uninit)
Performs copy-assignment from self to dst. Read more
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impl<Q, K> Equivalent<K> for Q
where Q: Eq + ?Sized, K: Borrow<Q> + ?Sized,

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fn equivalent(&self, key: &K) -> bool

Checks if this value is equivalent to the given key. Read more
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impl<Q, K> Equivalent<K> for Q
where Q: Eq + ?Sized, K: Borrow<Q> + ?Sized,

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fn equivalent(&self, key: &K) -> bool

Checks if this value is equivalent to the given key. Read more
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impl<Q, K> Equivalent<K> for Q
where Q: Eq + ?Sized, K: Borrow<Q> + ?Sized,

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fn equivalent(&self, key: &K) -> bool

Compare self to key and return true if they are equal.
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impl<T> From<T> for T

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fn from(t: T) -> T

Returns the argument unchanged.

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impl<T, U> Into<U> for T
where U: From<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> ToOwned for T
where T: Clone,

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type Owned = T

The resulting type after obtaining ownership.
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fn to_owned(&self) -> T

Creates owned data from borrowed data, usually by cloning. Read more
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fn clone_into(&self, target: &mut T)

Uses borrowed data to replace owned data, usually by cloning. Read more
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impl<T> ToString for T
where T: Display + ?Sized,

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default fn to_string(&self) -> String

Converts the given value to a String. Read more
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impl<T, U> TryFrom<U> for T
where U: Into<T>,

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type Error = Infallible

The type returned in the event of a conversion error.
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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
where U: TryFrom<T>,

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type Error = <U as TryFrom<T>>::Error

The type returned in the event of a conversion error.
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fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.