Optimize out unnecessary joins when querying archetypes (#3377)

What the title says; see the commits for details, it's pretty trivial.

Going from a ~62ms space view build time to ~40ms in the OPF example, so
pretty nice gains overall.

OPF, before:
![image
(17)](https://github.com/rerun-io/rerun/assets/2910679/700fe397-7fa2-4f4c-b661-07b9dfb30937)

OPF, after:

![image](https://github.com/rerun-io/rerun/assets/2910679/4b4ae9db-ee6b-4318-a0ed-ea25e08facdd)


* Fixes #3107

crates/re_log_types/src/data_cell.rs

@@ -103,7 +103,7 @@ pub type DataCellResult<T> = ::std::result::Result<T, DataCellError>;
 /// # assert_eq!(points, cell.to_native().as_slice());
 /// ```
 ///
-#[derive(Debug, Clone, PartialEq)]
+#[derive(Debug, Clone)]
 pub struct DataCell {
     /// While the arrow data is already refcounted, the contents of the `DataCell` still have to
     /// be wrapped in an `Arc` to work around performance issues in `arrow2`.
@@ -112,6 +112,20 @@ pub struct DataCell {
     pub inner: Arc<DataCellInner>,
 }
 
+impl PartialEq for DataCell {
+    fn eq(&self, rhs: &Self) -> bool {
+        let Self { inner: lhs_inner } = self;
+        let Self { inner: rhs_inner } = rhs;
+
+        // NOTE: Compare the inner pointers first, and only if they don't match actually do a full
+        // contents comparison.
+        // Arc normally handles this automatically if T implements `Eq`, but in our case
+        // `DataCellInner` cannot implement `Eq`.
+        // Still, the optimization is valid, and so here we are.
+        Arc::as_ptr(lhs_inner) == Arc::as_ptr(rhs_inner) || self.inner == rhs.inner
+    }
+}
+
 /// The actual contents of a [`DataCell`].
 ///
 /// Despite the fact that the arrow data is already refcounted, this has to live separately, behind

crates/re_query/src/archetype_view.rs

@@ -322,24 +322,54 @@ impl<A: Archetype> ArchetypeView<A> {
         let component = self.components.get(&C::name());
 
         if let Some(component) = component {
-            let primary_instance_key_iter = self.iter_instance_keys();
+            // NOTE(1): Autogenerated instance keys are interned behind datacells.
+            // If two or more rows in the store share the same keys, then they will share
+            // also the same cells.
+            // Therefore we can compare those cells, and early out if they match.
+            //
+            // NOTE(2): Comparing cells that point to the same backing storage is a simple pointer
+            // comparison; no data comparison involved.
+            // If the cells are not interned, this will fall back to a more costly data comparison:
+            // - If the data is the same, the cost of the comparison will be won back by having a
+            //   faster iterator.
+            // - If the data isn't the same, the cost of the comparison will be dwarfed by the cost
+            //   of the join anyway.
+            if self.required_comp().instance_keys == component.instance_keys {
+                // NOTE: A component instance cannot be optional in itself, and if we're on this
+                // path then we know for a fact that both batches can be intersected 1-to-1.
+                // Therefore there cannot be any null values, therefore we can go through the fast
+                // deserialization path.
+                let component_value_iter = {
+                    re_tracing::profile_scope!("try_from_arrow", C::name());
+                    C::try_from_arrow(component.values.as_arrow_ref())?
+                        .into_iter()
+                        .map(Some)
+                };
 
-            let mut component_instance_key_iter = component.instance_keys().into_iter();
+                return Ok(itertools::Either::Left(itertools::Either::Left(
+                    component_value_iter,
+                )));
+            }
 
             let component_value_iter = {
                 re_tracing::profile_scope!("try_from_arrow_opt", C::name());
                 C::try_from_arrow_opt(component.values.as_arrow_ref())?.into_iter()
             };
 
+            let primary_instance_key_iter = self.iter_instance_keys();
+            let mut component_instance_key_iter = component.instance_keys().into_iter();
+
             let next_component_instance_key = component_instance_key_iter.next();
 
-            Ok(itertools::Either::Left(ComponentJoinedIterator {
-                primary_instance_key_iter,
-                component_instance_key_iter,
-                component_value_iter,
-                next_component_instance_key,
-                splatted_component_value: None,
-            }))
+            Ok(itertools::Either::Left(itertools::Either::Right(
+                ComponentJoinedIterator {
+                    primary_instance_key_iter,
+                    component_instance_key_iter,
+                    component_value_iter,
+                    next_component_instance_key,
+                    splatted_component_value: None,
+                },
+            )))
         } else {
             let primary = self.required_comp();
             let nulls = (0..primary.len()).map(|_| None);