feat(hydroflow_plus): add operators necessary for Paxos / PBFT

hydroflow_plus/src/ir.rs

@@ -183,6 +183,7 @@ pub enum HfPlusNode {
 
     Union(Box<HfPlusNode>, Box<HfPlusNode>),
     CrossProduct(Box<HfPlusNode>, Box<HfPlusNode>),
+    CrossSingleton(Box<HfPlusNode>, Box<HfPlusNode>),
     Join(Box<HfPlusNode>, Box<HfPlusNode>),
     Difference(Box<HfPlusNode>, Box<HfPlusNode>),
     AntiJoin(Box<HfPlusNode>, Box<HfPlusNode>),
@@ -203,6 +204,8 @@ pub enum HfPlusNode {
         f: DebugExpr,
         input: Box<HfPlusNode>,
     },
+
+    DeferTick(Box<HfPlusNode>),
     Enumerate(Box<HfPlusNode>),
     Inspect {
         f: DebugExpr,
@@ -211,6 +214,7 @@ pub enum HfPlusNode {
 
     Unique(Box<HfPlusNode>),
 
+    Sort(Box<HfPlusNode>),
     Fold {
         init: DebugExpr,
         acc: DebugExpr,
@@ -298,6 +302,10 @@ impl HfPlusNode {
                 Box::new(transform(*left, seen_tees)),
                 Box::new(transform(*right, seen_tees)),
             ),
+            HfPlusNode::CrossSingleton(left, right) => HfPlusNode::CrossSingleton(
+                Box::new(transform(*left, seen_tees)),
+                Box::new(transform(*right, seen_tees)),
+            ),
             HfPlusNode::Join(left, right) => HfPlusNode::Join(
                 Box::new(transform(*left, seen_tees)),
                 Box::new(transform(*right, seen_tees)),
@@ -327,6 +335,10 @@ impl HfPlusNode {
                 f,
                 input: Box::new(transform(*input, seen_tees)),
             },
+            HfPlusNode::Sort(input) => HfPlusNode::Sort(Box::new(transform(*input, seen_tees))),
+            HfPlusNode::DeferTick(input) => {
+                HfPlusNode::DeferTick(Box::new(transform(*input, seen_tees)))
+            }
             HfPlusNode::Enumerate(input) => {
                 HfPlusNode::Enumerate(Box::new(transform(*input, seen_tees)))
             }
@@ -527,11 +539,44 @@ impl HfPlusNode {
                 (union_ident, left_location_id)
             }
 
+            HfPlusNode::CrossSingleton(left, right) => {
+                let (left_ident, left_location_id) =
+                    left.emit(graph_builders, built_tees, next_stmt_id);
+                let (right_ident, right_location_id) =
+                    right.emit(graph_builders, built_tees, next_stmt_id);
+
+                assert_eq!(
+                    left_location_id, right_location_id,
+                    "cross_singleton inputs must be in the same location"
+                );
+
+                let union_id = *next_stmt_id;
+                *next_stmt_id += 1;
+
+                let cross_ident =
+                    syn::Ident::new(&format!("stream_{}", union_id), Span::call_site());
+
+                let builder = graph_builders.entry(left_location_id).or_default();
+                builder.add_statement(parse_quote! {
+                    #cross_ident = cross_singleton();
+                });
+
+                builder.add_statement(parse_quote! {
+                    #left_ident -> [input]#cross_ident;
+                });
+
+                builder.add_statement(parse_quote! {
+                    #right_ident -> [single]#cross_ident;
+                });
+
+                (cross_ident, left_location_id)
+            }
+
             HfPlusNode::CrossProduct(..) | HfPlusNode::Join(..) => {
                 let operator: syn::Ident = if matches!(self, HfPlusNode::CrossProduct(..)) {
-                    parse_quote!(cross_join)
+                    parse_quote!(cross_join_multiset)
                 } else {
-                    parse_quote!(join)
+                    parse_quote!(join_multiset)
                 };
 
                 let (HfPlusNode::CrossProduct(left, right) | HfPlusNode::Join(left, right)) = self
@@ -605,9 +650,9 @@ impl HfPlusNode {
 
             HfPlusNode::Difference(..) | HfPlusNode::AntiJoin(..) => {
                 let operator: syn::Ident = if matches!(self, HfPlusNode::Difference(..)) {
-                    parse_quote!(difference)
+                    parse_quote!(difference_multiset)
                 } else {
-                    parse_quote!(anti_join)
+                    parse_quote!(anti_join_multiset)
                 };
 
                 let (HfPlusNode::Difference(left, right) | HfPlusNode::AntiJoin(left, right)) =
@@ -732,6 +777,41 @@ impl HfPlusNode {
                 (filter_map_ident, input_location_id)
             }
 
+            HfPlusNode::Sort(input) => {
+                let (input_ident, input_location_id) =
+                    input.emit(graph_builders, built_tees, next_stmt_id);
+
+                let sort_id = *next_stmt_id;
+                *next_stmt_id += 1;
+
+                let sort_ident = syn::Ident::new(&format!("stream_{}", sort_id), Span::call_site());
+
+                let builder = graph_builders.entry(input_location_id).or_default();
+                builder.add_statement(parse_quote! {
+                    #sort_ident = #input_ident -> sort();
+                });
+
+                (sort_ident, input_location_id)
+            }
+
+            HfPlusNode::DeferTick(input) => {
+                let (input_ident, input_location_id) =
+                    input.emit(graph_builders, built_tees, next_stmt_id);
+
+                let defer_tick_id = *next_stmt_id;
+                *next_stmt_id += 1;
+
+                let defer_tick_ident =
+                    syn::Ident::new(&format!("stream_{}", defer_tick_id), Span::call_site());
+
+                let builder = graph_builders.entry(input_location_id).or_default();
+                builder.add_statement(parse_quote! {
+                    #defer_tick_ident = #input_ident -> defer_tick_lazy();
+                });
+
+                (defer_tick_ident, input_location_id)
+            }
+
             HfPlusNode::Enumerate(input) => {
                 let (input_ident, input_location_id) =
                     input.emit(graph_builders, built_tees, next_stmt_id);

hydroflow_plus/src/stream.rs

@@ -153,6 +153,35 @@ impl<'a, T, W, N: Location + Clone> Stream<'a, T, W, N> {
         )
     }
 
+    pub fn cross_singleton<O>(self, other: Stream<'a, O, Windowed, N>) -> Stream<'a, (T, O), W, N>
+    where
+        O: Clone,
+    {
+        if self.node.id() != other.node.id() {
+            panic!("cross_singleton must be called on streams on the same node");
+        }
+
+        Stream::new(
+            self.node,
+            self.ir_leaves,
+            HfPlusNode::CrossSingleton(
+                Box::new(self.ir_node.into_inner()),
+                Box::new(other.ir_node.into_inner()),
+            ),
+        )
+    }
+
+    /// Allow this stream through if the other stream has elements, otherwise the output is empty.
+    pub fn continue_if<U>(self, signal: Stream<'a, U, Windowed, N>) -> Stream<'a, T, W, N> {
+        self.cross_singleton(signal.map(q!(|_u| ())))
+            .map(q!(|(d, _signal)| d))
+    }
+
+    /// Allow this stream through if the other stream is empty, otherwise the output is empty.
+    pub fn continue_unless<U>(self, other: Stream<'a, U, Windowed, N>) -> Stream<'a, T, W, N> {
+        self.continue_if(other.count().filter(q!(|c| *c == 0)))
+    }
+
     // TODO(shadaj): should allow for differing windows, using strongest one
     pub fn cross_product<O>(self, other: Stream<'a, O, W, N>) -> Stream<'a, (T, O), W, N>
     where
@@ -252,6 +281,17 @@ impl<'a, T, N: Location + Clone> Stream<'a, T, Windowed, N> {
         )
     }
 
+    pub fn sort(self) -> Stream<'a, T, Windowed, N>
+    where
+        T: Ord,
+    {
+        Stream::new(
+            self.node,
+            self.ir_leaves,
+            HfPlusNode::Sort(Box::new(self.ir_node.into_inner())),
+        )
+    }
+
     pub fn count(self) -> Stream<'a, usize, Windowed, N> {
         self.fold(q!(|| 0usize), q!(|count, _| *count += 1))
     }
@@ -264,6 +304,14 @@ impl<'a, T, N: Location + Clone> Stream<'a, T, Windowed, N> {
         )
     }
 
+    pub fn defer_tick(self) -> Stream<'a, T, Windowed, N> {
+        Stream::new(
+            self.node,
+            self.ir_leaves,
+            HfPlusNode::DeferTick(Box::new(self.ir_node.into_inner())),
+        )
+    }
+
     pub fn unique(self) -> Stream<'a, T, Windowed, N>
     where
         T: Eq + Hash,

hydroflow_plus_test/src/cluster/snapshots/hydroflow_plus_test__cluster__compute_pi__tests__compute_pi_ir@surface_graph_1.snap

@@ -7,7 +7,7 @@ expression: ir.surface_syntax_string()
 3v1 = map ({ use hydroflow_plus :: __staged :: stream :: * ; | (_ , b) | b });
 4v1 = reduce :: < 'static > ({ use crate :: __staged :: cluster :: compute_pi :: * ; | (inside , total) , (inside_batch , total_batch) | { * inside += inside_batch ; * total += total_batch ; } });
 5v1 = source_interval ({ use crate :: __staged :: cluster :: compute_pi :: * ; Duration :: from_secs (1) });
-6v1 = cross_join :: < 'tick , 'tick > ();
+6v1 = cross_join_multiset :: < 'tick , 'tick > ();
 7v1 = map ({ use hydroflow_plus :: __staged :: stream :: * ; | (a , _) | a });
 8v1 = for_each ({ use crate :: __staged :: cluster :: compute_pi :: * ; | (inside , total) | { println ! ("pi: {} ({} trials)" , 4.0 * inside as f64 / total as f64 , total) ; } });
 
@@ -18,4 +18,3 @@ expression: ir.surface_syntax_string()
 5v1 -> 6v1;
 6v1 -> 7v1;
 7v1 -> 8v1;
-

hydroflow_plus_test/src/local/snapshots/hydroflow_plus_test__local__chat_app__tests__chat_app_no_replay@graphvis_dot.snap

@@ -8,7 +8,7 @@ digraph {
     n1v1 [label="(n1v1) source_stream(users_stream)", shape=invhouse, fillcolor="#88aaff"]
     n2v1 [label="(n2v1) source_stream(messages)", shape=invhouse, fillcolor="#88aaff"]
     n3v1 [label="(n3v1) map({\l    use crate::__staged::local::chat_app::*;\l    |s| s.to_uppercase()\l})\l", shape=invhouse, fillcolor="#88aaff"]
-    n4v1 [label="(n4v1) cross_join::<'static, 'tick>()", shape=invhouse, fillcolor="#88aaff"]
+    n4v1 [label="(n4v1) cross_join_multiset::<'static, 'tick>()", shape=invhouse, fillcolor="#88aaff"]
     n5v1 [label="(n5v1) for_each({\l    use crate::__staged::local::chat_app::*;\l    let output = output;\l    |t| {\l        output.send(t).unwrap();\l    }\l})\l", shape=house, fillcolor="#ffff88"]
     n2v1 -> n3v1
     n1v1 -> n4v1 [label="0"]
@@ -41,4 +41,3 @@ digraph {
         }
     }
 }
-

hydroflow_plus_test/src/local/snapshots/hydroflow_plus_test__local__chat_app__tests__chat_app_no_replay@graphvis_mermaid.snap

@@ -11,7 +11,7 @@ linkStyle default stroke:#aaa
 1v1[\"(1v1) <code>source_stream(users_stream)</code>"/]:::pullClass
 2v1[\"(2v1) <code>source_stream(messages)</code>"/]:::pullClass
 3v1[\"<div style=text-align:center>(3v1)</div> <code>map({<br>    use crate::__staged::local::chat_app::*;<br>    |s| s.to_uppercase()<br>})</code>"/]:::pullClass
-4v1[\"(4v1) <code>cross_join::&lt;'static, 'tick&gt;()</code>"/]:::pullClass
+4v1[\"(4v1) <code>cross_join_multiset::&lt;'static, 'tick&gt;()</code>"/]:::pullClass
 5v1[/"<div style=text-align:center>(5v1)</div> <code>for_each({<br>    use crate::__staged::local::chat_app::*;<br>    let output = output;<br>    |t| {<br>        output.send(t).unwrap();<br>    }<br>})</code>"\]:::pushClass
 2v1-->3v1
 1v1-->|0|4v1
@@ -36,4 +36,3 @@ subgraph sg_1v1 ["sg_1v1 stratum 0"]
         4v1
     end
 end
-

hydroflow_plus_test/src/local/snapshots/hydroflow_plus_test__local__chat_app__tests__chat_app_replay@graphvis_dot.snap

@@ -8,7 +8,7 @@ digraph {
     n1v1 [label="(n1v1) source_stream(users_stream)", shape=invhouse, fillcolor="#88aaff"]
     n2v1 [label="(n2v1) source_stream(messages)", shape=invhouse, fillcolor="#88aaff"]
     n3v1 [label="(n3v1) map({\l    use crate::__staged::local::chat_app::*;\l    |s| s.to_uppercase()\l})\l", shape=invhouse, fillcolor="#88aaff"]
-    n4v1 [label="(n4v1) cross_join::<'static, 'static>()", shape=invhouse, fillcolor="#88aaff"]
+    n4v1 [label="(n4v1) cross_join_multiset::<'static, 'static>()", shape=invhouse, fillcolor="#88aaff"]
     n5v1 [label="(n5v1) multiset_delta()", shape=invhouse, fillcolor="#88aaff"]
     n6v1 [label="(n6v1) for_each({\l    use crate::__staged::local::chat_app::*;\l    let output = output;\l    |t| {\l        output.send(t).unwrap();\l    }\l})\l", shape=house, fillcolor="#ffff88"]
     n2v1 -> n3v1
@@ -48,4 +48,3 @@ digraph {
         }
     }
 }
-

hydroflow_plus_test/src/local/snapshots/hydroflow_plus_test__local__chat_app__tests__chat_app_replay@graphvis_mermaid.snap

@@ -11,7 +11,7 @@ linkStyle default stroke:#aaa
 1v1[\"(1v1) <code>source_stream(users_stream)</code>"/]:::pullClass
 2v1[\"(2v1) <code>source_stream(messages)</code>"/]:::pullClass
 3v1[\"<div style=text-align:center>(3v1)</div> <code>map({<br>    use crate::__staged::local::chat_app::*;<br>    |s| s.to_uppercase()<br>})</code>"/]:::pullClass
-4v1[\"(4v1) <code>cross_join::&lt;'static, 'static&gt;()</code>"/]:::pullClass
+4v1[\"(4v1) <code>cross_join_multiset::&lt;'static, 'static&gt;()</code>"/]:::pullClass
 5v1[\"(5v1) <code>multiset_delta()</code>"/]:::pullClass
 6v1[/"<div style=text-align:center>(6v1)</div> <code>for_each({<br>    use crate::__staged::local::chat_app::*;<br>    let output = output;<br>    |t| {<br>        output.send(t).unwrap();<br>    }<br>})</code>"\]:::pushClass
 2v1-->3v1
@@ -42,4 +42,3 @@ subgraph sg_1v1 ["sg_1v1 stratum 0"]
         5v1
     end
 end
-

hydroflow_plus_test/src/local/snapshots/hydroflow_plus_test__local__graph_reachability__tests__reachability@graphvis_dot.snap

@@ -10,7 +10,7 @@ digraph {
     n3v1 [label="(n3v1) tee()", shape=house, fillcolor="#ffff88"]
     n4v1 [label="(n4v1) map({\l    use crate::__staged::local::graph_reachability::*;\l    |r| (r, ())\l})\l", shape=house, fillcolor="#ffff88"]
     n5v1 [label="(n5v1) source_stream(edges)", shape=invhouse, fillcolor="#88aaff"]
-    n6v1 [label="(n6v1) join::<'tick, 'tick>()", shape=invhouse, fillcolor="#88aaff"]
+    n6v1 [label="(n6v1) join_multiset::<'tick, 'tick>()", shape=invhouse, fillcolor="#88aaff"]
     n7v1 [label="(n7v1) map({\l    use crate::__staged::local::graph_reachability::*;\l    |(_from, (_, to))| to\l})\l", shape=invhouse, fillcolor="#88aaff"]
     n8v1 [label="(n8v1) unique::<'tick>()", shape=house, fillcolor="#ffff88"]
     n9v1 [label="(n9v1) for_each({\l    use crate::__staged::local::graph_reachability::*;\l    let reached_out = reached_out;\l    |v| {\l        reached_out.send(v).unwrap();\l    }\l})\l", shape=house, fillcolor="#ffff88"]
@@ -73,4 +73,3 @@ digraph {
         }
     }
 }
-

hydroflow_plus_test/src/local/snapshots/hydroflow_plus_test__local__graph_reachability__tests__reachability@graphvis_mermaid.snap

@@ -13,7 +13,7 @@ linkStyle default stroke:#aaa
 3v1[/"(3v1) <code>tee()</code>"\]:::pushClass
 4v1[/"<div style=text-align:center>(4v1)</div> <code>map({<br>    use crate::__staged::local::graph_reachability::*;<br>    |r| (r, ())<br>})</code>"\]:::pushClass
 5v1[\"(5v1) <code>source_stream(edges)</code>"/]:::pullClass
-6v1[\"(6v1) <code>join::&lt;'tick, 'tick&gt;()</code>"/]:::pullClass
+6v1[\"(6v1) <code>join_multiset::&lt;'tick, 'tick&gt;()</code>"/]:::pullClass
 7v1[\"<div style=text-align:center>(7v1)</div> <code>map({<br>    use crate::__staged::local::graph_reachability::*;<br>    |(_from, (_, to))| to<br>})</code>"/]:::pullClass
 8v1[/"(8v1) <code>unique::&lt;'tick&gt;()</code>"\]:::pushClass
 9v1[/"<div style=text-align:center>(9v1)</div> <code>for_each({<br>    use crate::__staged::local::graph_reachability::*;<br>    let reached_out = reached_out;<br>    |v| {<br>        reached_out.send(v).unwrap();<br>    }<br>})</code>"\]:::pushClass
@@ -64,4 +64,3 @@ subgraph sg_1v1 ["sg_1v1 stratum 0"]
         8v1
     end
 end
-

hydroflow_plus_test/src/local/snapshots/hydroflow_plus_test__local__negation__tests__anti_join_static_static@graphvis_dot.snap

@@ -9,7 +9,7 @@ digraph {
     n2v1 [label="(n2v1) map({\l    use crate::__staged::local::negation::*;\l    |v| (v, v)\l})\l", shape=invhouse, fillcolor="#88aaff"]
     n3v1 [label="(n3v1) persist::<'static>()", shape=invhouse, fillcolor="#88aaff"]
     n4v1 [label="(n4v1) source_iter({\l    use crate::__staged::local::negation::*;\l    3..6\l})\l", shape=invhouse, fillcolor="#88aaff"]
-    n5v1 [label="(n5v1) anti_join::<'tick, 'static>()", shape=invhouse, fillcolor="#88aaff"]
+    n5v1 [label="(n5v1) anti_join_multiset::<'tick, 'static>()", shape=invhouse, fillcolor="#88aaff"]
     n6v1 [label="(n6v1) for_each({\l    use crate::__staged::local::negation::*;\l    let output = output;\l    |v: (u32, u32)| {\l        output.send(v.0).unwrap();\l    }\l})\l", shape=house, fillcolor="#ffff88"]
     n7v1 [label="(n7v1) handoff", shape=parallelogram, fillcolor="#ddddff"]
     n1v1 -> n2v1
@@ -55,4 +55,3 @@ digraph {
         }
     }
 }
-

hydroflow_plus_test/src/local/snapshots/hydroflow_plus_test__local__negation__tests__anti_join_static_static@graphvis_mermaid.snap

@@ -12,7 +12,7 @@ linkStyle default stroke:#aaa
 2v1[\"<div style=text-align:center>(2v1)</div> <code>map({<br>    use crate::__staged::local::negation::*;<br>    |v| (v, v)<br>})</code>"/]:::pullClass
 3v1[\"(3v1) <code>persist::&lt;'static&gt;()</code>"/]:::pullClass
 4v1[\"<div style=text-align:center>(4v1)</div> <code>source_iter({<br>    use crate::__staged::local::negation::*;<br>    3..6<br>})</code>"/]:::pullClass
-5v1[\"(5v1) <code>anti_join::&lt;'tick, 'static&gt;()</code>"/]:::pullClass
+5v1[\"(5v1) <code>anti_join_multiset::&lt;'tick, 'static&gt;()</code>"/]:::pullClass
 6v1[/"<div style=text-align:center>(6v1)</div> <code>for_each({<br>    use crate::__staged::local::negation::*;<br>    let output = output;<br>    |v: (u32, u32)| {<br>        output.send(v.0).unwrap();<br>    }<br>})</code>"\]:::pushClass
 7v1["(7v1) <code>handoff</code>"]:::otherClass
 1v1-->2v1
@@ -46,4 +46,3 @@ subgraph sg_2v1 ["sg_2v1 stratum 1"]
         5v1
     end
 end
-

hydroflow_plus_test/src/local/snapshots/hydroflow_plus_test__local__negation__tests__anti_join_static_tick@graphvis_dot.snap

@@ -9,7 +9,7 @@ digraph {
     n2v1 [label="(n2v1) map({\l    use crate::__staged::local::negation::*;\l    |v| (v, v)\l})\l", shape=invhouse, fillcolor="#88aaff"]
     n3v1 [label="(n3v1) persist::<'static>()", shape=invhouse, fillcolor="#88aaff"]
     n4v1 [label="(n4v1) source_iter({\l    use crate::__staged::local::negation::*;\l    3..6\l})\l", shape=invhouse, fillcolor="#88aaff"]
-    n5v1 [label="(n5v1) anti_join::<'tick, 'tick>()", shape=invhouse, fillcolor="#88aaff"]
+    n5v1 [label="(n5v1) anti_join_multiset::<'tick, 'tick>()", shape=invhouse, fillcolor="#88aaff"]
     n6v1 [label="(n6v1) for_each({\l    use crate::__staged::local::negation::*;\l    let output = output;\l    |v: (u32, u32)| {\l        output.send(v.0).unwrap();\l    }\l})\l", shape=house, fillcolor="#ffff88"]
     n7v1 [label="(n7v1) handoff", shape=parallelogram, fillcolor="#ddddff"]
     n1v1 -> n2v1
@@ -55,4 +55,3 @@ digraph {
         }
     }
 }
-

hydroflow_plus_test/src/local/snapshots/hydroflow_plus_test__local__negation__tests__anti_join_static_tick@graphvis_mermaid.snap

@@ -12,7 +12,7 @@ linkStyle default stroke:#aaa
 2v1[\"<div style=text-align:center>(2v1)</div> <code>map({<br>    use crate::__staged::local::negation::*;<br>    |v| (v, v)<br>})</code>"/]:::pullClass
 3v1[\"(3v1) <code>persist::&lt;'static&gt;()</code>"/]:::pullClass
 4v1[\"<div style=text-align:center>(4v1)</div> <code>source_iter({<br>    use crate::__staged::local::negation::*;<br>    3..6<br>})</code>"/]:::pullClass
-5v1[\"(5v1) <code>anti_join::&lt;'tick, 'tick&gt;()</code>"/]:::pullClass
+5v1[\"(5v1) <code>anti_join_multiset::&lt;'tick, 'tick&gt;()</code>"/]:::pullClass
 6v1[/"<div style=text-align:center>(6v1)</div> <code>for_each({<br>    use crate::__staged::local::negation::*;<br>    let output = output;<br>    |v: (u32, u32)| {<br>        output.send(v.0).unwrap();<br>    }<br>})</code>"\]:::pushClass
 7v1["(7v1) <code>handoff</code>"]:::otherClass
 1v1-->2v1
@@ -46,4 +46,3 @@ subgraph sg_2v1 ["sg_2v1 stratum 1"]
         5v1
     end
 end
-

hydroflow_plus_test/src/local/snapshots/hydroflow_plus_test__local__negation__tests__anti_join_tick_static@graphvis_dot.snap

@@ -8,7 +8,7 @@ digraph {
     n1v1 [label="(n1v1) source_iter({\l    use crate::__staged::local::negation::*;\l    0..5\l})\l", shape=invhouse, fillcolor="#88aaff"]
     n2v1 [label="(n2v1) map({\l    use crate::__staged::local::negation::*;\l    |v| (v, v)\l})\l", shape=invhouse, fillcolor="#88aaff"]
     n3v1 [label="(n3v1) source_iter({\l    use crate::__staged::local::negation::*;\l    3..6\l})\l", shape=invhouse, fillcolor="#88aaff"]
-    n4v1 [label="(n4v1) anti_join::<'tick, 'static>()", shape=invhouse, fillcolor="#88aaff"]
+    n4v1 [label="(n4v1) anti_join_multiset::<'tick, 'static>()", shape=invhouse, fillcolor="#88aaff"]
     n5v1 [label="(n5v1) for_each({\l    use crate::__staged::local::negation::*;\l    let output = output;\l    |v: (u32, u32)| {\l        output.send(v.0).unwrap();\l    }\l})\l", shape=house, fillcolor="#ffff88"]
     n6v1 [label="(n6v1) handoff", shape=parallelogram, fillcolor="#ddddff"]
     n1v1 -> n2v1
@@ -48,4 +48,3 @@ digraph {
         }
     }
 }
-