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iterator.rs
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iterator.rs
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use std::sync::Arc;
use polars_core::error::PolarsResult;
use polars_utils::idx_vec::UnitVec;
use polars_utils::unitvec;
use visitor::{RewritingVisitor, TreeWalker};
use crate::prelude::*;
macro_rules! push_expr {
($current_expr:expr, $c:ident, $push:ident, $push_owned:ident, $iter:ident) => {{
use Expr::*;
match $current_expr {
Nth(_) | Column(_) | Literal(_) | Wildcard | Columns(_) | DtypeColumn(_)
| IndexColumn(_) | Len => {},
#[cfg(feature = "dtype-struct")]
Field(_) => {},
Alias(e, _) => $push($c, e),
BinaryExpr { left, op: _, right } => {
// reverse order so that left is popped first
$push($c, right);
$push($c, left);
},
Cast { expr, .. } => $push($c, expr),
Sort { expr, .. } => $push($c, expr),
Gather { expr, idx, .. } => {
$push($c, idx);
$push($c, expr);
},
Filter { input, by } => {
$push($c, by);
// latest, so that it is popped first
$push($c, input);
},
SortBy { expr, by, .. } => {
for e in by {
$push_owned($c, e)
}
// latest, so that it is popped first
$push($c, expr);
},
Agg(agg_e) => {
use AggExpr::*;
match agg_e {
Max { input, .. } => $push($c, input),
Min { input, .. } => $push($c, input),
Mean(e) => $push($c, e),
Median(e) => $push($c, e),
NUnique(e) => $push($c, e),
First(e) => $push($c, e),
Last(e) => $push($c, e),
Implode(e) => $push($c, e),
Count(e, _) => $push($c, e),
Quantile { expr, .. } => $push($c, expr),
Sum(e) => $push($c, e),
AggGroups(e) => $push($c, e),
Std(e, _) => $push($c, e),
Var(e, _) => $push($c, e),
#[cfg(feature = "bitwise")]
Bitwise(e, _) => $push($c, e),
}
},
Ternary {
truthy,
falsy,
predicate,
} => {
$push($c, predicate);
$push($c, falsy);
// latest, so that it is popped first
$push($c, truthy);
},
// we iterate in reverse order, so that the lhs is popped first and will be found
// as the root columns/ input columns by `_suffix` and `_keep_name` etc.
AnonymousFunction { input, .. } => input.$iter().rev().for_each(|e| $push_owned($c, e)),
Function { input, .. } => input.$iter().rev().for_each(|e| $push_owned($c, e)),
Explode(e) => $push($c, e),
Window {
function,
partition_by,
..
} => {
for e in partition_by.into_iter().rev() {
$push_owned($c, e)
}
// latest so that it is popped first
$push($c, function);
},
Slice {
input,
offset,
length,
} => {
$push($c, length);
$push($c, offset);
// latest, so that it is popped first
$push($c, input);
},
Exclude(e, _) => $push($c, e),
KeepName(e) => $push($c, e),
RenameAlias { expr, .. } => $push($c, expr),
SubPlan { .. } => {},
// pass
Selector(_) => {},
}
}};
}
pub struct ExprIter<'a> {
stack: UnitVec<&'a Expr>,
}
impl<'a> Iterator for ExprIter<'a> {
type Item = &'a Expr;
fn next(&mut self) -> Option<Self::Item> {
self.stack
.pop()
.inspect(|current_expr| current_expr.nodes(&mut self.stack))
}
}
pub struct ExprMapper<F> {
f: F,
}
impl<F: FnMut(Expr) -> PolarsResult<Expr>> RewritingVisitor for ExprMapper<F> {
type Node = Expr;
type Arena = ();
fn mutate(&mut self, node: Self::Node, _arena: &mut Self::Arena) -> PolarsResult<Self::Node> {
(self.f)(node)
}
}
impl Expr {
pub fn nodes<'a>(&'a self, container: &mut UnitVec<&'a Expr>) {
let push = |c: &mut UnitVec<&'a Expr>, e: &'a Expr| c.push(e);
push_expr!(self, container, push, push, iter);
}
pub fn nodes_owned(self, container: &mut UnitVec<Expr>) {
let push_arc = |c: &mut UnitVec<Expr>, e: Arc<Expr>| c.push(Arc::unwrap_or_clone(e));
let push_owned = |c: &mut UnitVec<Expr>, e: Expr| c.push(e);
push_expr!(self, container, push_arc, push_owned, into_iter);
}
pub fn map_expr<F: FnMut(Self) -> Self>(self, mut f: F) -> Self {
self.rewrite(&mut ExprMapper { f: |e| Ok(f(e)) }, &mut ())
.unwrap()
}
pub fn try_map_expr<F: FnMut(Self) -> PolarsResult<Self>>(self, f: F) -> PolarsResult<Self> {
self.rewrite(&mut ExprMapper { f }, &mut ())
}
}
impl<'a> IntoIterator for &'a Expr {
type Item = &'a Expr;
type IntoIter = ExprIter<'a>;
fn into_iter(self) -> Self::IntoIter {
let stack = unitvec!(self);
ExprIter { stack }
}
}
pub struct AExprIter<'a> {
stack: UnitVec<Node>,
arena: Option<&'a Arena<AExpr>>,
}
impl<'a> Iterator for AExprIter<'a> {
type Item = (Node, &'a AExpr);
fn next(&mut self) -> Option<Self::Item> {
self.stack.pop().map(|node| {
// take the arena because the bchk doesn't allow a mutable borrow to the field.
let arena = self.arena.unwrap();
let current_expr = arena.get(node);
current_expr.nodes(&mut self.stack);
self.arena = Some(arena);
(node, current_expr)
})
}
}
pub trait ArenaExprIter<'a> {
fn iter(&self, root: Node) -> AExprIter<'a>;
}
impl<'a> ArenaExprIter<'a> for &'a Arena<AExpr> {
fn iter(&self, root: Node) -> AExprIter<'a> {
let stack = unitvec![root];
AExprIter {
stack,
arena: Some(self),
}
}
}
pub struct AlpIter<'a> {
stack: UnitVec<Node>,
arena: &'a Arena<IR>,
}
pub trait ArenaLpIter<'a> {
fn iter(&self, root: Node) -> AlpIter<'a>;
}
impl<'a> ArenaLpIter<'a> for &'a Arena<IR> {
fn iter(&self, root: Node) -> AlpIter<'a> {
let stack = unitvec![root];
AlpIter { stack, arena: self }
}
}
impl<'a> Iterator for AlpIter<'a> {
type Item = (Node, &'a IR);
fn next(&mut self) -> Option<Self::Item> {
self.stack.pop().map(|node| {
let lp = self.arena.get(node);
lp.copy_inputs(&mut self.stack);
(node, lp)
})
}
}