feat: Allow more group_by agg expressions in the new streaming engine

crates/polars-mem-engine/src/planner/lp.rs

@@ -25,7 +25,11 @@ fn partitionable_gb(
         // complex expressions in the group_by itself are also not partitionable
         // in this case anything more than col("foo")
         for key in keys {
-            if (expr_arena).iter(key.node()).count() > 1 {
+            if (expr_arena).iter(key.node()).count() > 1
+                || has_aexpr(key.node(), expr_arena, |ae| {
+                    matches!(ae, AExpr::Literal(LiteralValue::Series(_)))
+                })
+            {
                 return false;
             }
         }

crates/polars-stream/src/physical_plan/lower_expr.rs

@@ -19,9 +19,9 @@ use slotmap::SlotMap;
 
 use super::{PhysNode, PhysNodeKey, PhysNodeKind, PhysStream};
 
-type IRNodeKey = Node;
+type ExprNodeKey = Node;
 
-fn unique_column_name() -> PlSmallStr {
+pub fn unique_column_name() -> PlSmallStr {
     static COUNTER: AtomicU64 = AtomicU64::new(0);
     let idx = COUNTER.fetch_add(1, Ordering::Relaxed);
     format_pl_smallstr!("__POLARS_STMP_{idx}")
@@ -48,7 +48,7 @@ struct LowerExprContext<'a> {
 }
 
 pub(crate) fn is_elementwise_rec_cached(
-    expr_key: IRNodeKey,
+    expr_key: ExprNodeKey,
     arena: &Arena<AExpr>,
     cache: &mut ExprCache,
 ) -> bool {
@@ -97,10 +97,10 @@ pub(crate) fn is_elementwise_rec_cached(
 }
 
 #[recursive::recursive]
-fn is_input_independent_rec(
-    expr_key: IRNodeKey,
+pub fn is_input_independent_rec(
+    expr_key: ExprNodeKey,
     arena: &Arena<AExpr>,
-    cache: &mut PlHashMap<IRNodeKey, bool>,
+    cache: &mut PlHashMap<ExprNodeKey, bool>,
 ) -> bool {
     if let Some(ret) = cache.get(&expr_key) {
         return *ret;
@@ -207,7 +207,15 @@ fn is_input_independent_rec(
     ret
 }
 
-fn is_input_independent(expr_key: IRNodeKey, ctx: &mut LowerExprContext) -> bool {
+pub fn is_input_independent(
+    expr_key: ExprNodeKey,
+    expr_arena: &Arena<AExpr>,
+    cache: &mut ExprCache,
+) -> bool {
+    is_input_independent_rec(expr_key, expr_arena, &mut cache.is_input_independent)
+}
+
+fn is_input_independent_ctx(expr_key: ExprNodeKey, ctx: &mut LowerExprContext) -> bool {
     is_input_independent_rec(
         expr_key,
         ctx.expr_arena,
@@ -359,7 +367,7 @@ fn lower_exprs_with_ctx(
 ) -> PolarsResult<(PhysStream, Vec<Node>)> {
     // We have to catch this case separately, in case all the input independent expressions are elementwise.
     // TODO: we shouldn't always do this when recursing, e.g. pl.col.a.sum() + 1 will still hit this in the recursion.
-    if exprs.iter().all(|e| is_input_independent(*e, ctx)) {
+    if exprs.iter().all(|e| is_input_independent_ctx(*e, ctx)) {
         let expr_irs = exprs
             .iter()
             .map(|e| ExprIR::new(*e, OutputName::Alias(unique_column_name())))
@@ -384,7 +392,7 @@ fn lower_exprs_with_ctx(
 
     for expr in exprs.iter().copied() {
         if is_elementwise_rec_cached(expr, ctx.expr_arena, ctx.cache) {
-            if !is_input_independent(expr, ctx) {
+            if !is_input_independent_ctx(expr, ctx) {
                 input_streams.insert(input);
             }
             transformed_exprs.push(expr);
@@ -679,7 +687,10 @@ fn build_select_stream_with_ctx(
     exprs: &[ExprIR],
     ctx: &mut LowerExprContext,
 ) -> PolarsResult<PhysStream> {
-    if exprs.iter().all(|e| is_input_independent(e.node(), ctx)) {
+    if exprs
+        .iter()
+        .all(|e| is_input_independent_ctx(e.node(), ctx))
+    {
         return Ok(PhysStream::first(build_input_independent_node_with_ctx(
             exprs, ctx,
         )?));
@@ -696,8 +707,7 @@ fn build_select_stream_with_ctx(
 
     if let Some(columns) = all_simple_columns {
         let input_schema = ctx.phys_sm[input.node].output_schema.clone();
-        if !cfg!(debug_assertions)
-            && input_schema.len() == columns.len()
+        if input_schema.len() == columns.len()
             && input_schema.iter_names().zip(&columns).all(|(l, r)| l == r)
         {
             // Input node already has the correct schema, just pass through.