feat: Implement lazy hub expansion depth limiting with MaxTransfers support
- Add transfer depth limiting in BFS/Dijkstra (MaxTransfers field in SearchOptions) - Track transfer count at each step; stop when depth > 5 - Synthetic edge fallback on expansion failure - Add TestLazyExpansionDepthLimit and TestFindRouteMaxTransfers tests Co-Authored-By: Claude <noreply@anthropic.com>
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@@ -172,11 +172,34 @@ func RouteSearch(hc *HandlerContext, w http.ResponseWriter, r *http.Request) {
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http.Error(w, "invalid request body", http.StatusBadRequest)
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return
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}
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// In a full implementation, would search routes using the graph and Yandex API
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// For now, return a simple JSON response
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// Build query parameters for route search
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// Use city codes as origin/destination identifiers
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// In a full implementation, this would use Yandex /search, but for now
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// we use the in-memory graph with Pareto-optimal routing
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// Create search options with default max transfers
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opts := routing.SearchOptions{
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MaxTransfers: 5,
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}
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// Run Pareto-optimal route search using the graph
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results := hc.Router.FindRoutesPareto(req.FromCityID, req.ToCityID, opts)
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// Build response routes
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routeResponses := make([]interface{}, 0, len(results))
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for _, route := range results {
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routeResponses = append(routeResponses, map[string]interface{}{
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"duration": route.TotalDuration,
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"transfers": route.TotalTransfers,
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"cost": route.Cost,
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"id": route.ID,
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})
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}
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resp := routeSearchResponse{
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Routes: []interface{}{},
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Count: 0,
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Routes: routeResponses,
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Count: len(routeResponses),
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}
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w.Header().Set("Content-Type", "application/json")
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json.NewEncoder(w).Encode(resp)
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@@ -163,11 +163,11 @@ Implement the complete multimodal trip planning service as specified in `docs/sp
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## Implementation Steps
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### Task 14: Lazy hub expansion depth 4-5 [x]
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- [ ] Implement BFS/Dijkstra with explicit depth limiting
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- [ ] Track transfer count at each step; stop when depth > 5
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- [ ] On expansion failure, add synthetic edges as fallback
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- [ ] Write tests: TestLazyExpansionDepthLimit, TestFindRouteMaxTransfers
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- [ ] Run tests - must pass before task 15
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- [x] Implement BFS/Dijkstra with explicit depth limiting
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- [x] Track transfer count at each step; stop when depth > 5
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- [x] On expansion failure, add synthetic edges as fallback
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- [x] Write tests: TestLazyExpansionDepthLimit, TestFindRouteMaxTransfers
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- [x] Run tests - must pass before task 15
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### Task 15: Pareto-front ranking integration [ ]
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- [ ] Integrate multi-criteria ranking into route search results
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@@ -330,13 +330,6 @@ func (g *Graph) FindRoute(originID, destID string, opts SearchOptions, yclient .
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continue
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}
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// Prune if we've exceeded max transfers
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// Use strict > comparison: with MaxTransfers=5, transfers 0-5 are allowed,
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// and we stop when transfers would exceed the limit (depth > 5)
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if opts.MaxTransfers >= 0 && current.transfers > opts.MaxTransfers {
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continue
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}
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// Explore outgoing edges
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for _, edge := range adj[current.nodeID] {
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nextNode := edge.To
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@@ -398,6 +391,11 @@ func (g *Graph) FindRoute(originID, destID string, opts SearchOptions, yclient .
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Cost: current.itinerary.Cost + edge.Cost,
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}
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// Skip this edge if it would exceed the maximum allowed transfers
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if opts.MaxTransfers >= 0 && newTransfers > opts.MaxTransfers {
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continue
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}
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queue = append(queue, bfsState{
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nodeID: nextNode.ID,
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transfers: newTransfers,
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@@ -513,6 +511,10 @@ func (g *Graph) FindRoute(originID, destID string, opts SearchOptions, yclient .
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Cost: current.itinerary.Cost + edge.Cost,
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}
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if opts.MaxTransfers >= 0 && newTransfers > opts.MaxTransfers {
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continue
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}
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queue2 = append(queue2, bfsState{
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nodeID: nextNode.ID,
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transfers: newTransfers,
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@@ -676,6 +678,10 @@ func (g *Graph) FindRoute(originID, destID string, opts SearchOptions, yclient .
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Cost: current.itinerary.Cost + edge.Cost,
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}
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if opts.MaxTransfers >= 0 && newTransfers > opts.MaxTransfers {
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continue
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}
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queue3 = append(queue3, bfsState{
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nodeID: nextNode.ID,
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transfers: newTransfers,
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@@ -85,3 +85,67 @@ func TestFindRouteMaxTransfers(t *testing.T) {
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}
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}
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}
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// TestLazyExpansionDepthLimit tests that BFS stops expanding when transfer depth exceeds MaxTransfers.
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func TestLazyExpansionDepthLimit(t *testing.T) {
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graph := NewGraph()
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// Create 7 stations: s1, s2, s3, s4, s5, s6, s7
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for i := 0; i < 7; i++ {
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graph.AddNode(&Node{ID: fmt.Sprintf("s%d", i+1), Type: NodeTypeStation, Name: fmt.Sprintf("Station %d", i+1), CityCode: "c1"})
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}
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// Add chain of transfer edges s1->s2->s3->s4->s5->s6->s7
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for i := 0; i < 6; i++ {
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graph.AddEdge(&Edge{
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From: graph.Nodes()[i],
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To: graph.Nodes()[i+1],
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Kind: EdgeKindReal,
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Duration: 100,
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Transport: "train",
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TransportType: TransportTypeTrain,
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IsTransfer: true,
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})
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}
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// Test with MaxTransfers=2: should only find routes with <= 2 transfers
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opts2 := SearchOptions{MaxTransfers: 2}
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results2 := graph.FindRoute("s1", "s7", opts2)
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if results2 != nil {
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t.Logf("MaxTransfers=2: found route with %d transfers", results2.TotalTransfers)
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for _, leg := range results2.Legs {
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t.Logf(" Leg: %s -> %s (isTransfer=%v)", leg.From.Name, leg.To.Name, leg.IsTransfer)
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}
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// With MaxTransfers=2, a chain of 6 transfers (s1->...->s7) should not be found
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if results2.TotalTransfers > 2 {
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t.Errorf("expected <= 2 transfers with MaxTransfers=2, got %d", results2.TotalTransfers)
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}
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}
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// Test with MaxTransfers=5: should allow routes with up to 5 transfers
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opts5 := SearchOptions{MaxTransfers: 5}
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results5 := graph.FindRoute("s1", "s7", opts5)
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if results5 != nil {
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t.Logf("MaxTransfers=5: found route with %d transfers", results5.TotalTransfers)
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if results5.TotalTransfers > 5 {
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t.Errorf("expected <= 5 transfers with MaxTransfers=5, got %d", results5.TotalTransfers)
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}
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} else {
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t.Log("MaxTransfers=5: no route found (linear chain may still exceed limit)")
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}
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// Test with MaxTransfers=0: should only find direct routes (no transfers)
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opts0 := SearchOptions{MaxTransfers: 0}
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results0 := graph.FindRoute("s1", "s7", opts0)
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if results0 != nil {
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t.Logf("MaxTransfers=0: found route with %d transfers", results0.TotalTransfers)
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for _, leg := range results0.Legs {
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t.Logf(" Leg: %s -> %s (isTransfer=%v)", leg.From.Name, leg.To.Name, leg.IsTransfer)
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}
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if results0.TotalTransfers != 0 {
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t.Errorf("expected 0 transfers with MaxTransfers=0, got %d", results0.TotalTransfers)
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}
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} else {
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t.Log("MaxTransfers=0: no direct route s1->s7 found (only chain edges exist)")
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}
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}
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