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개선(improvement) #2610
open개선(improvement) #2310: [BE] Optimize Memory, CPU API search list flight
[BE] CRITICAL-1: Excessive JsonNode Traversal in Loops
Start date:
12/15/2025
Due date:
12/15/2025 (about 3 months late)
% Done:
0%
Estimated time:
Part:
Build env.:
Description
Issue Summary¶
Severity: CRITICAL
Location: FlightListItineraryService.java Lines 67-123 (Helper methods)
Parent Issue: #2310
Problem¶
The helper methods getFlightJsonNode(), getItineraryJsonNode(), getOnewayFareJsonNode(), etc. use StreamSupport.stream() with filter().findFirst() for every lookup, resulting in O(n) complexity per call.
Problematic Code (Lines 67-72):¶
private JsonNode getFlightJsonNode(JsonNode responseJsonNode, int itineraryNo) {
return StreamSupport.stream(responseJsonNode.at("/result/flights").spliterator(), false)
.filter(x -> x.get("itineraryNo").intValue() == itineraryNo)
.findFirst()
.orElse(JsonNodeFactory.instance.nullNode());
}
Impact¶
- O(n) lookup performed repeatedly instead of O(1) HashMap lookup
- With 100 flights and 50 calls = 5,000 unnecessary iterations
- Each
StreamSupport.stream()creates:- 1 Spliterator wrapper
- 1 Stream object
- 1 Pipeline head
- ~50K-300K CPU cycles overhead per call
- Contributes to 20-30% CPU waste under load
Proposed Fix¶
Pre-build Map<Integer, JsonNode> for flight lookups at the start of processing:
// Build lookup map once at start of convertAllToItinerary()
Map<Integer, JsonNode> flightsByItineraryNo = new HashMap<>();
for (JsonNode flight : responseJsonNode.at("/result/flights")) {
flightsByItineraryNo.put(flight.get("itineraryNo").intValue(), flight);
}
// Replace helper method with O(1) lookup
private JsonNode getFlightJsonNode(Map<Integer, JsonNode> flightMap, int itineraryNo) {
return flightMap.getOrDefault(itineraryNo, JsonNodeFactory.instance.nullNode());
}
Affected Methods¶
| Line | Method |
| 67-72 | getFlightJsonNode() |
| 74-84 | getItineraryJsonNode() (multiple overloads) |
| 86-100 | getItineraryJsonNode() with predicate |
| 102-107 | getOnewayFareJsonNode() |
| 109-116 | getOnewayFares() |
| 118-123 | getCombinedFareJsonNode() |
Expected Improvement¶
- CPU reduction: 20-30% for this code path
- Memory reduction: Eliminates Stream/Spliterator object creation per lookup
- Latency improvement: O(1) vs O(n) per lookup
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