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https://github.com/ModernRelay/omnigraph.git
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Merge pull request #16 from ModernRelay/tin-epoch
Fix join alignment for traversal-introduced bindings
This commit is contained in:
commit
063be3ddc7
4 changed files with 1032 additions and 139 deletions
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@ -1,4 +1,4 @@
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use std::collections::HashSet;
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use std::collections::{HashMap, HashSet, VecDeque};
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use crate::catalog::Catalog;
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use crate::error::Result;
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@ -147,158 +147,214 @@ fn lower_clauses(
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}
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}
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// Lower bindings into NodeScan ops
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// ── Determine which bindings are "deferred" ─────────────────────────
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//
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// When multiple bindings in the same match clause are connected by
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// traversals, only the first-declared binding needs a NodeScan; the
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// rest will be introduced by Expand operations. Making them all
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// NodeScans triggers expensive cross-joins followed by cycle-closing
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// filters.
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//
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// Algorithm: build an undirected graph of variables connected by
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// traversals, then walk connected components in binding declaration
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// order. The first binding in each component becomes the root (gets
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// a NodeScan); all other bindings in the same component are deferred
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// — their inline filters become post-Expand Filter ops.
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let binding_set: HashSet<&str> = bindings.iter().map(|b| b.variable.as_str()).collect();
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// Build undirected traversal adjacency (variable → neighbours).
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// Exclude the anonymous wildcard "_" so it cannot falsely bridge
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// otherwise-independent components.
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let mut adj: HashMap<&str, Vec<&str>> = HashMap::new();
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for t in &traversals {
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let src = t.src.as_str();
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let dst = t.dst.as_str();
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if src != "_" && dst != "_" {
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adj.entry(src).or_default().push(dst);
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adj.entry(dst).or_default().push(src);
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}
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}
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// Walk components to find deferred binding variables
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let mut deferred_set: HashSet<String> = HashSet::new();
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let mut component_visited: HashSet<&str> = HashSet::new();
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for binding in &bindings {
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if component_visited.contains(binding.variable.as_str()) {
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continue;
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}
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// BFS from this binding through the traversal graph
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let mut queue = VecDeque::new();
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queue.push_back(binding.variable.as_str());
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let mut component_bindings: Vec<&str> = Vec::new();
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while let Some(var) = queue.pop_front() {
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if !component_visited.insert(var) {
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continue;
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}
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if binding_set.contains(var) {
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component_bindings.push(var);
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}
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if let Some(neighbours) = adj.get(var) {
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for &n in neighbours {
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if !component_visited.contains(n) {
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queue.push_back(n);
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}
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}
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}
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}
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// First binding in the component is the root; defer the rest.
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for var in component_bindings.into_iter().skip(1) {
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deferred_set.insert(var.to_string());
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}
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}
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// Build deferred filters map for variables introduced by traversals
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let mut deferred_filters: HashMap<String, Vec<IRFilter>> = HashMap::new();
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// Lower bindings into NodeScan ops (skip deferred ones)
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for binding in &bindings {
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let node_type = catalog
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.node_types
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.get(&binding.type_name)
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.expect("binding type was validated during typecheck");
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// Collect inline filters from prop matches
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let mut scan_filters = Vec::new();
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for pm in &binding.prop_matches {
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let prop = node_type
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.properties
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.get(&pm.prop_name)
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.expect("binding property was validated during typecheck");
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let op = if prop.list {
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CompOp::Contains
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} else {
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CompOp::Eq
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};
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match &pm.value {
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MatchValue::Literal(lit) => {
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scan_filters.push(IRFilter {
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left: IRExpr::PropAccess {
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variable: binding.variable.clone(),
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property: pm.prop_name.clone(),
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},
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op,
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right: IRExpr::Literal(lit.clone()),
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});
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}
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MatchValue::Now => {
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scan_filters.push(IRFilter {
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left: IRExpr::PropAccess {
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variable: binding.variable.clone(),
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property: pm.prop_name.clone(),
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},
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op,
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right: IRExpr::Param(NOW_PARAM_NAME.to_string()),
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});
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}
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MatchValue::Variable(v) => {
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let right = if param_names.contains(v) {
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IRExpr::Param(v.clone())
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} else {
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IRExpr::Variable(v.clone())
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};
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scan_filters.push(IRFilter {
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left: IRExpr::PropAccess {
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variable: binding.variable.clone(),
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property: pm.prop_name.clone(),
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},
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op,
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right,
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});
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}
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let binding_filters = build_binding_filters(binding, node_type, param_names);
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if deferred_set.contains(&binding.variable) {
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// Save filters for emission after the Expand that introduces
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// this variable.
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if !binding_filters.is_empty() {
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deferred_filters.insert(binding.variable.clone(), binding_filters);
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}
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continue;
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}
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pipeline.push(IROp::NodeScan {
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variable: binding.variable.clone(),
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type_name: binding.type_name.clone(),
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filters: scan_filters,
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filters: binding_filters,
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});
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bound_vars.insert(binding.variable.clone());
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}
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// Lower traversals into Expand ops
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// Handle "cycle closing" — if both src and dst are already bound, use a filter
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for traversal in &traversals {
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let edge = catalog
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.lookup_edge_by_name(&traversal.edge_name)
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.ok_or_else(|| {
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crate::error::NanoError::Plan(format!(
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"lowering traversal referenced missing edge '{}' after typecheck",
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traversal.edge_name
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))
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})?;
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// Determine direction from type context
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let direction = type_ctx
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.traversals
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.iter()
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.find(|rt| {
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rt.src == traversal.src && rt.dst == traversal.dst && rt.edge_type == edge.name
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})
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.map(|rt| rt.direction)
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.unwrap_or(Direction::Out);
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let dst_type = match direction {
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Direction::Out => edge.to_type.clone(),
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Direction::In => edge.from_type.clone(),
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};
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if bound_vars.contains(&traversal.src) && bound_vars.contains(&traversal.dst) {
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// Cycle closing: emit expand to a temp var, then filter temp.id = dst.id
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let temp_var = format!("__temp_{}", traversal.dst);
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pipeline.push(IROp::Expand {
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src_var: traversal.src.clone(),
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dst_var: temp_var.clone(),
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edge_type: edge.name.clone(),
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direction,
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dst_type,
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min_hops: traversal.min_hops,
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max_hops: traversal.max_hops,
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});
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pipeline.push(IROp::Filter(IRFilter {
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left: IRExpr::PropAccess {
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variable: temp_var,
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property: "id".to_string(),
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},
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op: CompOp::Eq,
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right: IRExpr::PropAccess {
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variable: traversal.dst.clone(),
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property: "id".to_string(),
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},
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}));
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} else if !bound_vars.contains(&traversal.src) && bound_vars.contains(&traversal.dst) {
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// Reverse expand: dst is bound, src is not.
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// Swap direction and expand from dst to discover src.
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let reverse_dir = match direction {
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Direction::Out => Direction::In,
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Direction::In => Direction::Out,
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};
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let src_type = match direction {
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Direction::Out => edge.from_type.clone(),
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Direction::In => edge.to_type.clone(),
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};
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pipeline.push(IROp::Expand {
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src_var: traversal.dst.clone(),
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dst_var: traversal.src.clone(),
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edge_type: edge.name.clone(),
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direction: reverse_dir,
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dst_type: src_type,
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min_hops: traversal.min_hops,
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max_hops: traversal.max_hops,
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});
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if traversal.src != "_" {
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bound_vars.insert(traversal.src.clone());
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// Lower traversals into Expand ops.
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//
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// Traversals are processed iteratively rather than in a single pass
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// because deferred bindings mean a traversal's source might not be
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// bound until a prior traversal introduces it. Each pass processes
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// every traversal that has at least one bound endpoint; this repeats
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// until all traversals are consumed.
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let mut remaining: Vec<&Traversal> = traversals.to_vec();
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while !remaining.is_empty() {
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let mut next_remaining = Vec::new();
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for traversal in &remaining {
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let src_bound = bound_vars.contains(&traversal.src);
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let dst_bound = bound_vars.contains(&traversal.dst);
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if !src_bound && !dst_bound {
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next_remaining.push(*traversal);
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continue;
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}
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} else {
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pipeline.push(IROp::Expand {
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src_var: traversal.src.clone(),
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dst_var: traversal.dst.clone(),
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edge_type: edge.name.clone(),
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direction,
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dst_type,
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min_hops: traversal.min_hops,
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max_hops: traversal.max_hops,
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});
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if traversal.dst != "_" {
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bound_vars.insert(traversal.dst.clone());
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let edge = catalog
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.lookup_edge_by_name(&traversal.edge_name)
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.ok_or_else(|| {
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crate::error::NanoError::Plan(format!(
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"lowering traversal referenced missing edge '{}' after typecheck",
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traversal.edge_name
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))
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})?;
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let direction = type_ctx
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.traversals
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.iter()
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.find(|rt| {
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rt.src == traversal.src
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&& rt.dst == traversal.dst
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&& rt.edge_type == edge.name
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})
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.map(|rt| rt.direction)
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.unwrap_or(Direction::Out);
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let dst_type = match direction {
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Direction::Out => edge.to_type.clone(),
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Direction::In => edge.from_type.clone(),
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};
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if src_bound && dst_bound {
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// Cycle closing: expand to a temp var, then filter temp.id = dst.id
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let temp_var = format!("__temp_{}", traversal.dst);
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pipeline.push(IROp::Expand {
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src_var: traversal.src.clone(),
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dst_var: temp_var.clone(),
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edge_type: edge.name.clone(),
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direction,
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dst_type,
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min_hops: traversal.min_hops,
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max_hops: traversal.max_hops,
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dst_filters: vec![],
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});
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pipeline.push(IROp::Filter(IRFilter {
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left: IRExpr::PropAccess {
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variable: temp_var,
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property: "id".to_string(),
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},
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op: CompOp::Eq,
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right: IRExpr::PropAccess {
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variable: traversal.dst.clone(),
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property: "id".to_string(),
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},
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}));
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} else if !src_bound && dst_bound {
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// Reverse expand: dst is bound, src is not.
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let reverse_dir = match direction {
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Direction::Out => Direction::In,
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Direction::In => Direction::Out,
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};
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let src_type = match direction {
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Direction::Out => edge.from_type.clone(),
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Direction::In => edge.to_type.clone(),
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};
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let introduced_filters =
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deferred_filters.remove(&traversal.src).unwrap_or_default();
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pipeline.push(IROp::Expand {
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src_var: traversal.dst.clone(),
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dst_var: traversal.src.clone(),
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edge_type: edge.name.clone(),
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direction: reverse_dir,
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dst_type: src_type,
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min_hops: traversal.min_hops,
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max_hops: traversal.max_hops,
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dst_filters: introduced_filters,
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});
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if traversal.src != "_" {
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bound_vars.insert(traversal.src.clone());
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}
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} else {
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// Normal expand: src is bound, dst is not.
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let introduced_filters =
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deferred_filters.remove(&traversal.dst).unwrap_or_default();
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pipeline.push(IROp::Expand {
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src_var: traversal.src.clone(),
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dst_var: traversal.dst.clone(),
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edge_type: edge.name.clone(),
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direction,
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dst_type,
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min_hops: traversal.min_hops,
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max_hops: traversal.max_hops,
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dst_filters: introduced_filters,
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});
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if traversal.dst != "_" {
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bound_vars.insert(traversal.dst.clone());
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}
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}
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}
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if next_remaining.len() == remaining.len() {
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break;
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}
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remaining = next_remaining;
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}
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// Lower explicit filters
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@ -335,6 +391,46 @@ fn lower_clauses(
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Ok(())
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}
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/// Build IR filters from a binding's inline property matches.
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fn build_binding_filters(
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binding: &Binding,
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node_type: &crate::catalog::NodeType,
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param_names: &HashSet<String>,
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) -> Vec<IRFilter> {
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let mut filters = Vec::new();
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for pm in &binding.prop_matches {
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let prop = node_type
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.properties
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.get(&pm.prop_name)
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.expect("binding property was validated during typecheck");
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let op = if prop.list {
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CompOp::Contains
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} else {
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CompOp::Eq
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};
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let right = match &pm.value {
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MatchValue::Literal(lit) => IRExpr::Literal(lit.clone()),
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MatchValue::Now => IRExpr::Param(NOW_PARAM_NAME.to_string()),
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MatchValue::Variable(v) => {
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if param_names.contains(v) {
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IRExpr::Param(v.clone())
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} else {
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IRExpr::Variable(v.clone())
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}
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}
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};
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filters.push(IRFilter {
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left: IRExpr::PropAccess {
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variable: binding.variable.clone(),
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property: pm.prop_name.clone(),
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},
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op,
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right,
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});
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}
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filters
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}
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fn find_outer_var(clauses: &[Clause], outer_bound: &HashSet<String>) -> Option<String> {
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for clause in clauses {
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match clause {
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|
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@ -692,4 +788,452 @@ query q($name: String, $age: I32, $friend: String) {
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matches!(&ir.ops[1], MutationOpIR::Insert { type_name, .. } if type_name == "Knows")
|
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);
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}
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/// Destination binding is deferred: NodeScan + Expand + Filter (no cross-join).
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#[test]
|
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fn test_lower_traversal_with_destination_binding() {
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let catalog = setup();
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let qf = parse_query(
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r#"
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query q() {
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match {
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$p: Person
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$p worksAt $c
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$c: Company { name: "Acme" }
|
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}
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return { $p.name, $c.name }
|
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}
|
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"#,
|
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)
|
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.unwrap();
|
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let tc = typecheck_query(&catalog, &qf.queries[0]).unwrap();
|
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let ir = lower_query(&catalog, &qf.queries[0], &tc).unwrap();
|
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|
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// Should be: NodeScan($p) → Expand($p→$c, dst_filters=[name=="Acme"])
|
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// NOT: NodeScan($p) → NodeScan($c) → cross-join → cycle-close
|
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assert_eq!(ir.pipeline.len(), 2);
|
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assert!(matches!(&ir.pipeline[0], IROp::NodeScan { variable, .. } if variable == "p"));
|
||||
assert!(matches!(
|
||||
&ir.pipeline[1],
|
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IROp::Expand { src_var, dst_var, dst_filters, .. }
|
||||
if src_var == "p" && dst_var == "c" && dst_filters.len() == 1
|
||||
));
|
||||
}
|
||||
|
||||
/// Multi-hop chain: all intermediate and final bindings are deferred.
|
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#[test]
|
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fn test_lower_chain_defers_all_intermediate_bindings() {
|
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let catalog = setup();
|
||||
let qf = parse_query(
|
||||
r#"
|
||||
query q() {
|
||||
match {
|
||||
$p: Person { name: "Alice" }
|
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$p knows $f
|
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$f: Person { name: "Bob" }
|
||||
$f worksAt $c
|
||||
$c: Company { name: "Acme" }
|
||||
}
|
||||
return { $c.name }
|
||||
}
|
||||
"#,
|
||||
)
|
||||
.unwrap();
|
||||
let tc = typecheck_query(&catalog, &qf.queries[0]).unwrap();
|
||||
let ir = lower_query(&catalog, &qf.queries[0], &tc).unwrap();
|
||||
|
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// Should be: NodeScan($p,[name=Alice]) → Expand($p→$f, [name==Bob])
|
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// → Expand($f→$c, [name==Acme])
|
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assert_eq!(ir.pipeline.len(), 3);
|
||||
assert!(matches!(&ir.pipeline[0], IROp::NodeScan { variable, .. } if variable == "p"));
|
||||
assert!(matches!(
|
||||
&ir.pipeline[1],
|
||||
IROp::Expand { src_var, dst_var, dst_filters, .. }
|
||||
if src_var == "p" && dst_var == "f" && dst_filters.len() == 1
|
||||
));
|
||||
assert!(matches!(
|
||||
&ir.pipeline[2],
|
||||
IROp::Expand { src_var, dst_var, dst_filters, .. }
|
||||
if src_var == "f" && dst_var == "c" && dst_filters.len() == 1
|
||||
));
|
||||
}
|
||||
|
||||
/// Reverse traversal: source binding is deferred when destination is the root.
|
||||
#[test]
|
||||
fn test_lower_reverse_traversal_defers_source_binding() {
|
||||
let catalog = setup();
|
||||
let qf = parse_query(
|
||||
r#"
|
||||
query q() {
|
||||
match {
|
||||
$c: Company { name: "Acme" }
|
||||
$p worksAt $c
|
||||
$p: Person { name: "Alice" }
|
||||
}
|
||||
return { $p.name }
|
||||
}
|
||||
"#,
|
||||
)
|
||||
.unwrap();
|
||||
let tc = typecheck_query(&catalog, &qf.queries[0]).unwrap();
|
||||
let ir = lower_query(&catalog, &qf.queries[0], &tc).unwrap();
|
||||
|
||||
// $c is root (first declared). $p is deferred (connected via traversal).
|
||||
// Traversal $p worksAt $c: $c is bound, $p is not → reverse expand.
|
||||
// Pipeline: NodeScan($c,[name=Acme]) → Expand($c→$p, In, [name==Alice])
|
||||
assert_eq!(ir.pipeline.len(), 2);
|
||||
assert!(matches!(&ir.pipeline[0], IROp::NodeScan { variable, .. } if variable == "c"));
|
||||
assert!(matches!(
|
||||
&ir.pipeline[1],
|
||||
IROp::Expand { src_var, dst_var, dst_filters, .. }
|
||||
if src_var == "c" && dst_var == "p" && dst_filters.len() == 1
|
||||
));
|
||||
}
|
||||
|
||||
/// Independent bindings (no traversal) still cross-join.
|
||||
#[test]
|
||||
fn test_lower_independent_bindings_still_cross_join() {
|
||||
let catalog = setup();
|
||||
let qf = parse_query(
|
||||
r#"
|
||||
query q() {
|
||||
match {
|
||||
$p: Person
|
||||
$c: Company
|
||||
}
|
||||
return { $p.name, $c.name }
|
||||
}
|
||||
"#,
|
||||
)
|
||||
.unwrap();
|
||||
let tc = typecheck_query(&catalog, &qf.queries[0]).unwrap();
|
||||
let ir = lower_query(&catalog, &qf.queries[0], &tc).unwrap();
|
||||
|
||||
// No traversal connecting them → both get NodeScans (cross-join at runtime)
|
||||
assert_eq!(ir.pipeline.len(), 2);
|
||||
assert!(matches!(&ir.pipeline[0], IROp::NodeScan { variable, .. } if variable == "p"));
|
||||
assert!(matches!(&ir.pipeline[1], IROp::NodeScan { variable, .. } if variable == "c"));
|
||||
}
|
||||
|
||||
/// Destination binding without filters: no NodeScan, no post-expand filter.
|
||||
#[test]
|
||||
fn test_lower_destination_binding_without_filters() {
|
||||
let catalog = setup();
|
||||
let qf = parse_query(
|
||||
r#"
|
||||
query q() {
|
||||
match {
|
||||
$p: Person
|
||||
$p worksAt $c
|
||||
$c: Company
|
||||
}
|
||||
return { $p.name, $c.name }
|
||||
}
|
||||
"#,
|
||||
)
|
||||
.unwrap();
|
||||
let tc = typecheck_query(&catalog, &qf.queries[0]).unwrap();
|
||||
let ir = lower_query(&catalog, &qf.queries[0], &tc).unwrap();
|
||||
|
||||
// $c binding is deferred (no filters) → just NodeScan + Expand
|
||||
assert_eq!(ir.pipeline.len(), 2);
|
||||
assert!(matches!(&ir.pipeline[0], IROp::NodeScan { variable, .. } if variable == "p"));
|
||||
assert!(matches!(
|
||||
&ir.pipeline[1],
|
||||
IROp::Expand { src_var, dst_var, .. }
|
||||
if src_var == "p" && dst_var == "c"
|
||||
));
|
||||
}
|
||||
|
||||
/// Traversals declared in non-topological order are reordered automatically.
|
||||
#[test]
|
||||
fn test_lower_out_of_order_traversals() {
|
||||
let catalog = setup();
|
||||
let qf = parse_query(
|
||||
r#"
|
||||
query q() {
|
||||
match {
|
||||
$p: Person
|
||||
$f worksAt $c
|
||||
$p knows $f
|
||||
$f: Person
|
||||
$c: Company { name: "Acme" }
|
||||
}
|
||||
return { $c.name }
|
||||
}
|
||||
"#,
|
||||
)
|
||||
.unwrap();
|
||||
let tc = typecheck_query(&catalog, &qf.queries[0]).unwrap();
|
||||
let ir = lower_query(&catalog, &qf.queries[0], &tc).unwrap();
|
||||
|
||||
// Even though "$f worksAt $c" is declared before "$p knows $f",
|
||||
// the iterative lowering processes "$p knows $f" first (because $p
|
||||
// is bound) and then "$f worksAt $c" (once $f is bound).
|
||||
assert_eq!(ir.pipeline.len(), 3);
|
||||
assert!(matches!(&ir.pipeline[0], IROp::NodeScan { variable, .. } if variable == "p"));
|
||||
// First expand: $p → $f (knows)
|
||||
assert!(matches!(
|
||||
&ir.pipeline[1],
|
||||
IROp::Expand { src_var, dst_var, .. }
|
||||
if src_var == "p" && dst_var == "f"
|
||||
));
|
||||
// Second expand: $f → $c (worksAt), with filter from $c binding
|
||||
assert!(matches!(
|
||||
&ir.pipeline[2],
|
||||
IROp::Expand { src_var, dst_var, dst_filters, .. }
|
||||
if src_var == "f" && dst_var == "c" && dst_filters.len() == 1
|
||||
));
|
||||
}
|
||||
|
||||
/// Wildcard $_ must not bridge unrelated components in the adjacency graph.
|
||||
#[test]
|
||||
fn test_lower_wildcard_does_not_bridge_components() {
|
||||
let catalog = setup();
|
||||
let qf = parse_query(
|
||||
r#"
|
||||
query q() {
|
||||
match {
|
||||
$p: Person
|
||||
$p knows $_
|
||||
$c: Company
|
||||
}
|
||||
return { $p.name, $c.name }
|
||||
}
|
||||
"#,
|
||||
)
|
||||
.unwrap();
|
||||
let tc = typecheck_query(&catalog, &qf.queries[0]).unwrap();
|
||||
let ir = lower_query(&catalog, &qf.queries[0], &tc).unwrap();
|
||||
|
||||
// $p and $c are in separate components (connected only through $_).
|
||||
// Both must get their own NodeScan — $c must NOT be deferred.
|
||||
// Bindings are emitted first, then traversals.
|
||||
assert_eq!(ir.pipeline.len(), 3);
|
||||
assert!(matches!(&ir.pipeline[0], IROp::NodeScan { variable, .. } if variable == "p"));
|
||||
assert!(matches!(&ir.pipeline[1], IROp::NodeScan { variable, .. } if variable == "c"));
|
||||
// The expand for $p knows $_ (wildcard destination)
|
||||
assert!(matches!(
|
||||
&ir.pipeline[2],
|
||||
IROp::Expand { src_var, dst_var, .. }
|
||||
if src_var == "p" && dst_var == "_"
|
||||
));
|
||||
}
|
||||
|
||||
/// Fan-out: one root fans to two deferred destinations via different edges.
|
||||
#[test]
|
||||
fn test_lower_fan_out_topology() {
|
||||
let catalog = setup();
|
||||
let qf = parse_query(
|
||||
r#"
|
||||
query q() {
|
||||
match {
|
||||
$p: Person { name: "Alice" }
|
||||
$p knows $f
|
||||
$f: Person { name: "Bob" }
|
||||
$p worksAt $c
|
||||
$c: Company { name: "Acme" }
|
||||
}
|
||||
return { $f.name, $c.name }
|
||||
}
|
||||
"#,
|
||||
)
|
||||
.unwrap();
|
||||
let tc = typecheck_query(&catalog, &qf.queries[0]).unwrap();
|
||||
let ir = lower_query(&catalog, &qf.queries[0], &tc).unwrap();
|
||||
|
||||
// Root: $p. Deferred: $f, $c (both reachable from $p).
|
||||
assert_eq!(ir.pipeline.len(), 3);
|
||||
assert!(matches!(&ir.pipeline[0], IROp::NodeScan { variable, .. } if variable == "p"));
|
||||
assert!(matches!(
|
||||
&ir.pipeline[1],
|
||||
IROp::Expand { src_var, dst_var, dst_filters, .. }
|
||||
if src_var == "p" && dst_var == "f" && dst_filters.len() == 1
|
||||
));
|
||||
assert!(matches!(
|
||||
&ir.pipeline[2],
|
||||
IROp::Expand { src_var, dst_var, dst_filters, .. }
|
||||
if src_var == "p" && dst_var == "c" && dst_filters.len() == 1
|
||||
));
|
||||
}
|
||||
|
||||
/// Fan-in: two sources converge on one destination; second source is
|
||||
/// introduced via reverse expand from the shared destination.
|
||||
#[test]
|
||||
fn test_lower_fan_in_topology() {
|
||||
let catalog = setup();
|
||||
let qf = parse_query(
|
||||
r#"
|
||||
query q() {
|
||||
match {
|
||||
$a: Person { name: "Alice" }
|
||||
$a knows $c
|
||||
$b: Person { name: "Bob" }
|
||||
$b knows $c
|
||||
$c: Person
|
||||
}
|
||||
return { $a.name, $b.name, $c.name }
|
||||
}
|
||||
"#,
|
||||
)
|
||||
.unwrap();
|
||||
let tc = typecheck_query(&catalog, &qf.queries[0]).unwrap();
|
||||
let ir = lower_query(&catalog, &qf.queries[0], &tc).unwrap();
|
||||
|
||||
// Root: $a (first in component {a,b,c}). Deferred: $b, $c.
|
||||
// $a knows $c: expand(a→c). $b knows $c: reverse expand(c→b).
|
||||
assert_eq!(ir.pipeline.len(), 3);
|
||||
assert!(matches!(&ir.pipeline[0], IROp::NodeScan { variable, .. } if variable == "a"));
|
||||
assert!(matches!(
|
||||
&ir.pipeline[1],
|
||||
IROp::Expand { src_var, dst_var, dst_filters, .. }
|
||||
if src_var == "a" && dst_var == "c" && dst_filters.is_empty()
|
||||
));
|
||||
assert!(matches!(
|
||||
&ir.pipeline[2],
|
||||
IROp::Expand { src_var, dst_var, dst_filters, .. }
|
||||
if src_var == "c" && dst_var == "b" && dst_filters.len() == 1
|
||||
));
|
||||
}
|
||||
|
||||
/// Genuine graph cycle: deferred binding is introduced by first traversal,
|
||||
/// second traversal triggers cycle-closing.
|
||||
#[test]
|
||||
fn test_lower_cycle_with_deferred_binding() {
|
||||
let catalog = setup();
|
||||
let qf = parse_query(
|
||||
r#"
|
||||
query q() {
|
||||
match {
|
||||
$a: Person
|
||||
$a knows $b
|
||||
$b: Person { name: "Bob" }
|
||||
$b knows $a
|
||||
}
|
||||
return { $a.name }
|
||||
}
|
||||
"#,
|
||||
)
|
||||
.unwrap();
|
||||
let tc = typecheck_query(&catalog, &qf.queries[0]).unwrap();
|
||||
let ir = lower_query(&catalog, &qf.queries[0], &tc).unwrap();
|
||||
|
||||
// $b is deferred, introduced by first expand.
|
||||
// Second traversal ($b knows $a) is genuine cycle-closing.
|
||||
assert_eq!(ir.pipeline.len(), 4);
|
||||
assert!(matches!(&ir.pipeline[0], IROp::NodeScan { variable, .. } if variable == "a"));
|
||||
assert!(matches!(
|
||||
&ir.pipeline[1],
|
||||
IROp::Expand { src_var, dst_var, dst_filters, .. }
|
||||
if src_var == "a" && dst_var == "b" && dst_filters.len() == 1
|
||||
));
|
||||
// Cycle-closing expand to __temp_a
|
||||
assert!(matches!(
|
||||
&ir.pipeline[2],
|
||||
IROp::Expand { src_var, dst_var, dst_filters, .. }
|
||||
if src_var == "b" && dst_var.starts_with("__temp_") && dst_filters.is_empty()
|
||||
));
|
||||
// Cycle-closing filter: __temp_a.id == a.id
|
||||
assert!(matches!(&ir.pipeline[3], IROp::Filter(_)));
|
||||
}
|
||||
|
||||
/// Multiple filters on a single deferred binding.
|
||||
#[test]
|
||||
fn test_lower_multiple_filters_on_deferred_binding() {
|
||||
let catalog = setup();
|
||||
let qf = parse_query(
|
||||
r#"
|
||||
query q() {
|
||||
match {
|
||||
$p: Person
|
||||
$p knows $f
|
||||
$f: Person { name: "Bob", age: 25 }
|
||||
}
|
||||
return { $f.name }
|
||||
}
|
||||
"#,
|
||||
)
|
||||
.unwrap();
|
||||
let tc = typecheck_query(&catalog, &qf.queries[0]).unwrap();
|
||||
let ir = lower_query(&catalog, &qf.queries[0], &tc).unwrap();
|
||||
|
||||
// Two prop_matches → two dst_filters on the Expand.
|
||||
assert_eq!(ir.pipeline.len(), 2);
|
||||
assert!(matches!(
|
||||
&ir.pipeline[1],
|
||||
IROp::Expand { dst_filters, .. }
|
||||
if dst_filters.len() == 2
|
||||
));
|
||||
}
|
||||
|
||||
/// Parameter in a deferred binding filter (unit test level).
|
||||
#[test]
|
||||
fn test_lower_param_filter_on_deferred_binding() {
|
||||
let catalog = setup();
|
||||
let qf = parse_query(
|
||||
r#"
|
||||
query q($company: String) {
|
||||
match {
|
||||
$p: Person
|
||||
$p worksAt $c
|
||||
$c: Company { name: $company }
|
||||
}
|
||||
return { $p.name }
|
||||
}
|
||||
"#,
|
||||
)
|
||||
.unwrap();
|
||||
let tc = typecheck_query(&catalog, &qf.queries[0]).unwrap();
|
||||
let ir = lower_query(&catalog, &qf.queries[0], &tc).unwrap();
|
||||
|
||||
assert_eq!(ir.pipeline.len(), 2);
|
||||
assert!(matches!(
|
||||
&ir.pipeline[1],
|
||||
IROp::Expand { dst_filters, .. }
|
||||
if dst_filters.len() == 1
|
||||
));
|
||||
// The filter's right-hand side should be a Param, not a Literal
|
||||
if let IROp::Expand { dst_filters, .. } = &ir.pipeline[1] {
|
||||
assert!(matches!(&dst_filters[0].right, IRExpr::Param(name) if name == "company"));
|
||||
}
|
||||
}
|
||||
|
||||
/// Negation with inner binding: inner binding is NOT deferred because
|
||||
/// bound_vars (from outer scope) is not in binding_set for the inner call.
|
||||
/// This documents current behavior — the inner pipeline uses a NodeScan +
|
||||
/// cycle-closing, which is correct but less efficient than deferral.
|
||||
#[test]
|
||||
fn test_lower_negation_with_inner_binding() {
|
||||
let catalog = setup();
|
||||
let qf = parse_query(
|
||||
r#"
|
||||
query q() {
|
||||
match {
|
||||
$p: Person
|
||||
not {
|
||||
$p worksAt $c
|
||||
$c: Company { name: "Acme" }
|
||||
}
|
||||
}
|
||||
return { $p.name }
|
||||
}
|
||||
"#,
|
||||
)
|
||||
.unwrap();
|
||||
let tc = typecheck_query(&catalog, &qf.queries[0]).unwrap();
|
||||
let ir = lower_query(&catalog, &qf.queries[0], &tc).unwrap();
|
||||
|
||||
// Outer: NodeScan($p) + AntiJoin
|
||||
assert_eq!(ir.pipeline.len(), 2);
|
||||
assert!(matches!(&ir.pipeline[0], IROp::NodeScan { variable, .. } if variable == "p"));
|
||||
let IROp::AntiJoin { inner, .. } = &ir.pipeline[1] else {
|
||||
panic!("expected AntiJoin");
|
||||
};
|
||||
// Inner pipeline: $c is NOT deferred (it's the only binding in the
|
||||
// inner scope), so it gets a NodeScan + cycle-closing (3 ops).
|
||||
assert_eq!(inner.len(), 3);
|
||||
assert!(matches!(&inner[0], IROp::NodeScan { variable, .. } if variable == "c"));
|
||||
assert!(matches!(&inner[1], IROp::Expand { .. }));
|
||||
assert!(matches!(&inner[2], IROp::Filter(_)));
|
||||
}
|
||||
}
|
||||
|
|
|
|||
|
|
@ -70,6 +70,10 @@ pub enum IROp {
|
|||
dst_type: String,
|
||||
min_hops: u32,
|
||||
max_hops: Option<u32>,
|
||||
/// Filters from a deferred destination binding, pushed into the
|
||||
/// Expand so the executor can apply them during hydration (Lance
|
||||
/// SQL pushdown) rather than as a separate post-expand pass.
|
||||
dst_filters: Vec<IRFilter>,
|
||||
},
|
||||
Filter(IRFilter),
|
||||
AntiJoin {
|
||||
|
|
|
|||
|
|
@ -645,6 +645,7 @@ fn execute_pipeline<'a>(
|
|||
dst_type,
|
||||
min_hops,
|
||||
max_hops,
|
||||
dst_filters,
|
||||
} => {
|
||||
let gi = graph_index.ok_or_else(|| {
|
||||
OmniError::manifest("graph index required for traversal".to_string())
|
||||
|
|
@ -652,7 +653,7 @@ fn execute_pipeline<'a>(
|
|||
if let Some(batch) = wide.as_mut() {
|
||||
execute_expand(
|
||||
batch, gi, snapshot, catalog, src_var, dst_var, edge_type, *direction,
|
||||
dst_type, *min_hops, *max_hops,
|
||||
dst_type, *min_hops, *max_hops, dst_filters, params,
|
||||
)
|
||||
.await?;
|
||||
}
|
||||
|
|
@ -683,6 +684,8 @@ async fn execute_expand(
|
|||
dst_type: &str,
|
||||
min_hops: u32,
|
||||
max_hops: Option<u32>,
|
||||
dst_filters: &[IRFilter],
|
||||
params: &ParamMap,
|
||||
) -> Result<()> {
|
||||
let src_id_col_name = format!("{}.id", src_var);
|
||||
let src_ids = wide
|
||||
|
|
@ -766,8 +769,15 @@ async fn execute_expand(
|
|||
}
|
||||
}
|
||||
|
||||
// Hydrate destination nodes from the snapshot
|
||||
let dst_batch = hydrate_nodes(snapshot, catalog, dst_type, &dst_id_list).await?;
|
||||
// Split dst_filters: SQL-pushable go to Lance, the rest applied post-hconcat
|
||||
let pushdown_sql = build_lance_filter(dst_filters, params);
|
||||
let non_pushable: Vec<&IRFilter> = dst_filters
|
||||
.iter()
|
||||
.filter(|f| ir_filter_to_sql(f, params).is_none())
|
||||
.collect();
|
||||
|
||||
// Hydrate destination nodes from the snapshot (with pushed-down filters)
|
||||
let dst_batch = hydrate_nodes(snapshot, catalog, dst_type, &dst_id_list, pushdown_sql.as_deref()).await?;
|
||||
|
||||
// Build a mapping from dst_id to row index in dst_batch
|
||||
let dst_batch_id_col = dst_batch
|
||||
|
|
@ -796,15 +806,26 @@ async fn execute_expand(
|
|||
let dst_prefixed = prefix_batch(&dst_batch, dst_var)?;
|
||||
let aligned_dst = take_batch(&dst_prefixed, &dst_take)?;
|
||||
*wide = hconcat_batches(&expanded_wide, &aligned_dst)?;
|
||||
|
||||
// Apply any non-pushable destination filters (e.g. list-contains) in memory
|
||||
for f in &non_pushable {
|
||||
apply_filter(wide, f, params)?;
|
||||
}
|
||||
|
||||
Ok(())
|
||||
}
|
||||
|
||||
/// Load full node rows for a set of IDs from a snapshot.
|
||||
///
|
||||
/// When `extra_filter_sql` is provided (from deferred destination-binding
|
||||
/// filters), it is ANDed with the `id IN (...)` clause so that Lance can
|
||||
/// skip non-matching rows at the storage level.
|
||||
async fn hydrate_nodes(
|
||||
snapshot: &Snapshot,
|
||||
catalog: &Catalog,
|
||||
type_name: &str,
|
||||
ids: &[String],
|
||||
extra_filter_sql: Option<&str>,
|
||||
) -> Result<RecordBatch> {
|
||||
let node_type = catalog
|
||||
.node_types
|
||||
|
|
@ -823,7 +844,10 @@ async fn hydrate_nodes(
|
|||
.iter()
|
||||
.map(|id| format!("'{}'", id.replace('\'', "''")))
|
||||
.collect();
|
||||
let filter_sql = format!("id IN ({})", escaped.join(", "));
|
||||
let mut filter_sql = format!("id IN ({})", escaped.join(", "));
|
||||
if let Some(extra) = extra_filter_sql {
|
||||
filter_sql = format!("({}) AND ({})", filter_sql, extra);
|
||||
}
|
||||
let has_blobs = !node_type.blob_properties.is_empty();
|
||||
let non_blob_cols: Vec<&str> = node_type
|
||||
.arrow_schema
|
||||
|
|
@ -877,6 +901,7 @@ fn try_bulk_anti_join_mask(
|
|||
src_var,
|
||||
edge_type,
|
||||
direction,
|
||||
dst_filters,
|
||||
..
|
||||
} = &inner_pipeline[0]
|
||||
else {
|
||||
|
|
@ -885,6 +910,11 @@ fn try_bulk_anti_join_mask(
|
|||
if src_var != outer_var {
|
||||
return None;
|
||||
}
|
||||
// Bulk CSR check only tests neighbor existence, not destination
|
||||
// properties. Fall back to the slow path when dst_filters are present.
|
||||
if !dst_filters.is_empty() {
|
||||
return None;
|
||||
}
|
||||
let gi = graph_index?;
|
||||
let edge_def = catalog.edge_types.get(edge_type.as_str())?;
|
||||
|
||||
|
|
|
|||
|
|
@ -396,3 +396,318 @@ query insert_no_name($age: I32) {
|
|||
|
||||
assert!(result.is_err(), "insert without @key property should fail");
|
||||
}
|
||||
|
||||
// ─── Join alignment: traversal + destination binding ───────────────────────
|
||||
|
||||
/// Traversal with destination binding filter constrains the source.
|
||||
/// Regression: previously over-returned because the lowering created a
|
||||
/// cross-join followed by cycle-closing instead of Expand + post-filter.
|
||||
#[tokio::test]
|
||||
async fn traversal_destination_binding_constrains_source() {
|
||||
let dir = tempfile::tempdir().unwrap();
|
||||
let mut db = init_and_load(&dir).await;
|
||||
|
||||
// Only Alice works at Acme. The binding on $c must constrain $p.
|
||||
let queries = r#"
|
||||
query at_acme() {
|
||||
match {
|
||||
$p: Person
|
||||
$p worksAt $c
|
||||
$c: Company { name: "Acme" }
|
||||
}
|
||||
return { $p.name }
|
||||
}
|
||||
"#;
|
||||
let result = query_main(&mut db, queries, "at_acme", &ParamMap::new())
|
||||
.await
|
||||
.unwrap();
|
||||
|
||||
let batch = result.concat_batches().unwrap();
|
||||
let names = batch
|
||||
.column(0)
|
||||
.as_any()
|
||||
.downcast_ref::<StringArray>()
|
||||
.unwrap();
|
||||
assert_eq!(names.len(), 1);
|
||||
assert_eq!(names.value(0), "Alice");
|
||||
}
|
||||
|
||||
/// Multi-variable projection: columns from source and destination must be
|
||||
/// row-aligned. Previously this could fail with "all columns must have
|
||||
/// the same length" when variables had different cardinalities.
|
||||
#[tokio::test]
|
||||
async fn traversal_multi_variable_projection_aligned() {
|
||||
let dir = tempfile::tempdir().unwrap();
|
||||
let mut db = init_and_load(&dir).await;
|
||||
|
||||
let queries = r#"
|
||||
query employee_companies() {
|
||||
match {
|
||||
$p: Person
|
||||
$p worksAt $c
|
||||
$c: Company
|
||||
}
|
||||
return { $p.name, $c.name }
|
||||
}
|
||||
"#;
|
||||
let result = query_main(&mut db, queries, "employee_companies", &ParamMap::new())
|
||||
.await
|
||||
.unwrap();
|
||||
|
||||
let batch = result.concat_batches().unwrap();
|
||||
// Alice→Acme, Bob→Globex
|
||||
assert_eq!(batch.num_rows(), 2);
|
||||
let person_names = batch
|
||||
.column(0)
|
||||
.as_any()
|
||||
.downcast_ref::<StringArray>()
|
||||
.unwrap();
|
||||
let company_names = batch
|
||||
.column(1)
|
||||
.as_any()
|
||||
.downcast_ref::<StringArray>()
|
||||
.unwrap();
|
||||
|
||||
let mut pairs: Vec<(&str, &str)> = (0..batch.num_rows())
|
||||
.map(|i| (person_names.value(i), company_names.value(i)))
|
||||
.collect();
|
||||
pairs.sort();
|
||||
assert_eq!(pairs, vec![("Alice", "Acme"), ("Bob", "Globex")]);
|
||||
}
|
||||
|
||||
/// Multi-hop projection: all three variables must be row-aligned.
|
||||
#[tokio::test]
|
||||
async fn multi_hop_projection_aligned() {
|
||||
let dir = tempfile::tempdir().unwrap();
|
||||
let mut db = init_and_load(&dir).await;
|
||||
|
||||
// Alice knows Bob, Bob knows Diana.
|
||||
// Alice→Bob→Diana is the only 2-hop path.
|
||||
let queries = r#"
|
||||
query fof_chain($name: String) {
|
||||
match {
|
||||
$p: Person { name: $name }
|
||||
$p knows $mid
|
||||
$mid knows $fof
|
||||
}
|
||||
return { $p.name, $mid.name, $fof.name }
|
||||
}
|
||||
"#;
|
||||
let result = query_main(
|
||||
&mut db,
|
||||
queries,
|
||||
"fof_chain",
|
||||
¶ms(&[("$name", "Alice")]),
|
||||
)
|
||||
.await
|
||||
.unwrap();
|
||||
|
||||
let batch = result.concat_batches().unwrap();
|
||||
assert_eq!(batch.num_rows(), 1);
|
||||
let col0 = batch.column(0).as_any().downcast_ref::<StringArray>().unwrap();
|
||||
let col1 = batch.column(1).as_any().downcast_ref::<StringArray>().unwrap();
|
||||
let col2 = batch.column(2).as_any().downcast_ref::<StringArray>().unwrap();
|
||||
assert_eq!(col0.value(0), "Alice");
|
||||
assert_eq!(col1.value(0), "Bob");
|
||||
assert_eq!(col2.value(0), "Diana");
|
||||
}
|
||||
|
||||
/// Multi-hop with destination binding filters at each hop.
|
||||
#[tokio::test]
|
||||
async fn multi_hop_with_intermediate_binding_filters() {
|
||||
let dir = tempfile::tempdir().unwrap();
|
||||
let mut db = init_and_load(&dir).await;
|
||||
|
||||
// Alice knows Bob and Charlie.
|
||||
// Bob knows Diana. Charlie knows nobody.
|
||||
// Filter $mid to only "Bob" → only Alice→Bob→Diana survives.
|
||||
let queries = r#"
|
||||
query fof_via($name: String, $mid_name: String) {
|
||||
match {
|
||||
$p: Person { name: $name }
|
||||
$p knows $mid
|
||||
$mid: Person { name: $mid_name }
|
||||
$mid knows $fof
|
||||
}
|
||||
return { $fof.name }
|
||||
}
|
||||
"#;
|
||||
let result = query_main(
|
||||
&mut db,
|
||||
queries,
|
||||
"fof_via",
|
||||
¶ms(&[("$name", "Alice"), ("$mid_name", "Bob")]),
|
||||
)
|
||||
.await
|
||||
.unwrap();
|
||||
|
||||
let batch = result.concat_batches().unwrap();
|
||||
let names = batch
|
||||
.column(0)
|
||||
.as_any()
|
||||
.downcast_ref::<StringArray>()
|
||||
.unwrap();
|
||||
assert_eq!(names.len(), 1);
|
||||
assert_eq!(names.value(0), "Diana");
|
||||
}
|
||||
|
||||
/// Destination binding with filter + multi-variable return: the classic
|
||||
/// "join across a traversal" scenario that triggers the bug.
|
||||
#[tokio::test]
|
||||
async fn traversal_destination_filter_with_multi_return() {
|
||||
let dir = tempfile::tempdir().unwrap();
|
||||
let mut db = init_and_load(&dir).await;
|
||||
|
||||
let queries = r#"
|
||||
query at_acme_named() {
|
||||
match {
|
||||
$p: Person
|
||||
$p worksAt $c
|
||||
$c: Company { name: "Acme" }
|
||||
}
|
||||
return { $p.name, $c.name }
|
||||
}
|
||||
"#;
|
||||
let result = query_main(&mut db, queries, "at_acme_named", &ParamMap::new())
|
||||
.await
|
||||
.unwrap();
|
||||
|
||||
let batch = result.concat_batches().unwrap();
|
||||
assert_eq!(batch.num_rows(), 1);
|
||||
let person = batch.column(0).as_any().downcast_ref::<StringArray>().unwrap();
|
||||
let company = batch.column(1).as_any().downcast_ref::<StringArray>().unwrap();
|
||||
assert_eq!(person.value(0), "Alice");
|
||||
assert_eq!(company.value(0), "Acme");
|
||||
}
|
||||
|
||||
/// Parameterized destination filter exercises param resolution through the
|
||||
/// Lance SQL pushdown path (params are resolved to literals in ir_expr_to_sql).
|
||||
#[tokio::test]
|
||||
async fn traversal_destination_filter_pushdown_with_param() {
|
||||
let dir = tempfile::tempdir().unwrap();
|
||||
let mut db = init_and_load(&dir).await;
|
||||
|
||||
let queries = r#"
|
||||
query at_company($company: String) {
|
||||
match {
|
||||
$p: Person
|
||||
$p worksAt $c
|
||||
$c: Company { name: $company }
|
||||
}
|
||||
return { $p.name, $c.name }
|
||||
}
|
||||
"#;
|
||||
let result = query_main(
|
||||
&mut db,
|
||||
queries,
|
||||
"at_company",
|
||||
¶ms(&[("$company", "Globex")]),
|
||||
)
|
||||
.await
|
||||
.unwrap();
|
||||
|
||||
let batch = result.concat_batches().unwrap();
|
||||
assert_eq!(batch.num_rows(), 1);
|
||||
let person = batch.column(0).as_any().downcast_ref::<StringArray>().unwrap();
|
||||
let company = batch.column(1).as_any().downcast_ref::<StringArray>().unwrap();
|
||||
assert_eq!(person.value(0), "Bob");
|
||||
assert_eq!(company.value(0), "Globex");
|
||||
}
|
||||
|
||||
/// Fan-out: one source expanded to two different destination types.
|
||||
/// Each (friend, company) pair should be a cross-product per source row.
|
||||
#[tokio::test]
|
||||
async fn fan_out_two_destinations() {
|
||||
let dir = tempfile::tempdir().unwrap();
|
||||
let mut db = init_and_load(&dir).await;
|
||||
|
||||
let queries = r#"
|
||||
query fan_out($name: String) {
|
||||
match {
|
||||
$p: Person { name: $name }
|
||||
$p knows $f
|
||||
$p worksAt $c
|
||||
}
|
||||
return { $f.name, $c.name }
|
||||
}
|
||||
"#;
|
||||
// Alice knows Bob and Charlie, works at Acme.
|
||||
// Each friend paired with her company → 2 rows.
|
||||
let result = query_main(
|
||||
&mut db,
|
||||
queries,
|
||||
"fan_out",
|
||||
¶ms(&[("$name", "Alice")]),
|
||||
)
|
||||
.await
|
||||
.unwrap();
|
||||
|
||||
let batch = result.concat_batches().unwrap();
|
||||
assert_eq!(batch.num_rows(), 2);
|
||||
let friends = batch.column(0).as_any().downcast_ref::<StringArray>().unwrap();
|
||||
let companies = batch.column(1).as_any().downcast_ref::<StringArray>().unwrap();
|
||||
|
||||
let mut pairs: Vec<(&str, &str)> = (0..batch.num_rows())
|
||||
.map(|i| (friends.value(i), companies.value(i)))
|
||||
.collect();
|
||||
pairs.sort();
|
||||
assert_eq!(pairs, vec![("Bob", "Acme"), ("Charlie", "Acme")]);
|
||||
}
|
||||
|
||||
/// Deferred destination filter that matches nothing → empty result.
|
||||
#[tokio::test]
|
||||
async fn traversal_destination_filter_no_match() {
|
||||
let dir = tempfile::tempdir().unwrap();
|
||||
let mut db = init_and_load(&dir).await;
|
||||
|
||||
let queries = r#"
|
||||
query at_phantom() {
|
||||
match {
|
||||
$p: Person
|
||||
$p worksAt $c
|
||||
$c: Company { name: "NonExistent" }
|
||||
}
|
||||
return { $p.name }
|
||||
}
|
||||
"#;
|
||||
let result = query_main(&mut db, queries, "at_phantom", &ParamMap::new())
|
||||
.await
|
||||
.unwrap();
|
||||
|
||||
assert_eq!(result.num_rows(), 0);
|
||||
}
|
||||
|
||||
/// Negation with inner destination binding filter.
|
||||
/// "People who do NOT work at Acme" — uses binding syntax inside negation.
|
||||
#[tokio::test]
|
||||
async fn negation_with_inner_destination_binding() {
|
||||
let dir = tempfile::tempdir().unwrap();
|
||||
let mut db = init_and_load(&dir).await;
|
||||
|
||||
let queries = r#"
|
||||
query not_at_acme_binding() {
|
||||
match {
|
||||
$p: Person
|
||||
not {
|
||||
$p worksAt $c
|
||||
$c: Company { name: "Acme" }
|
||||
}
|
||||
}
|
||||
return { $p.name }
|
||||
}
|
||||
"#;
|
||||
// Alice→Acme. Everyone else should be returned.
|
||||
let result = query_main(&mut db, queries, "not_at_acme_binding", &ParamMap::new())
|
||||
.await
|
||||
.unwrap();
|
||||
|
||||
let batch = result.concat_batches().unwrap();
|
||||
let names = batch
|
||||
.column(0)
|
||||
.as_any()
|
||||
.downcast_ref::<StringArray>()
|
||||
.unwrap();
|
||||
let mut names_vec: Vec<&str> = (0..names.len()).map(|i| names.value(i)).collect();
|
||||
names_vec.sort();
|
||||
assert_eq!(names_vec, vec!["Bob", "Charlie", "Diana"]);
|
||||
}
|
||||
|
|
|
|||
Loading…
Add table
Add a link
Reference in a new issue