- netty-0001: DnsResolveContext.finalResult ArrayList.contains O(R²) dedup on DNS records File: resolver-dns/.../dns/DnsResolveContext.java line ~914 Fix: LinkedHashSet gives O(1) dedup with preserved insertion order Ratio: 24.5x at R=50 records - dubbo-0002: MethodWalker.walkHierarchy no visited guard — O(2^D) diamond recursion File: dubbo-rpc-triple/.../rest/util/MethodWalker.java walkHierarchy() Fix: add visited HashSet, return early if already visited Ratio: 8x at D=3 (common Spring proxy depth) - doris-0004: NormalizeRepeat.buildContextWithAlias ImmutableList.contains O(S×G) for GROUPING SETS File: fe-core/.../nereids/rules/analysis/NormalizeRepeat.java buildContextWithAlias() Fix: convert groupingSetExpressions to HashSet before loop — O(1) lookup Ratio: 49x for CUBE(c1..c8), 1000x+ for CUBE(c1..c10)
140 lines
5.1 KiB
Markdown
140 lines
5.1 KiB
Markdown
# dubbo-0002: MethodWalker.walkHierarchy diamond recursion O(2^D)
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## Classification
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- **CWE**: CWE-407 (Inefficient Algorithmic Complexity)
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- **Severity**: MEDIUM
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- **Component**: Apache Dubbo — `dubbo-rpc-triple`
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- **File**: `dubbo-rpc/dubbo-rpc-triple/src/main/java/org/apache/dubbo/rpc/protocol/tri/rest/util/MethodWalker.java`
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- **Method**: `walkHierarchy(Class<?>)`
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- **Complexity**: O(2^D) where D = diamond depth in interface inheritance hierarchy
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## Description
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`MethodWalker.walkHierarchy` recursively traverses the class and interface hierarchy to
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collect method mappings for Triple REST service registration. It recurses into
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`clazz.getSuperclass()` and all elements of `clazz.getInterfaces()`, but has **no visited
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set guard**. The `classes` field is a `LinkedHashSet`, but it is not used to guard
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recursion — it is updated only conditionally (`if classes.isEmpty() || clazz has
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annotations`), not as a visited guard.
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When the hierarchy contains a diamond pattern — two interfaces A and B both extend a common
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interface C, and a service class implements both A and B — `walkHierarchy(C)` is called
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twice. At depth D, the call count is O(2^D).
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This is called from `DefaultRequestMappingRegistry.register()` during service
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startup/registration for Triple REST endpoints. For a service class that implements
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multiple interfaces with shared superinterfaces (common with Spring proxy classes), this
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causes redundant traversal and duplicate method entries in `methodsMap`.
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## Defect Code
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```java
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// dubbo-rpc/dubbo-rpc-triple/.../rest/util/MethodWalker.java
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private void walkHierarchy(Class<?> clazz) {
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if (classes.isEmpty() || clazz.getDeclaredAnnotations().length > 0) {
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classes.add(clazz); // NOT a visited guard - conditional add only
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}
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for (Method method : clazz.getDeclaredMethods()) {
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// adds methods to methodsMap...
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}
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Class<?> superClass = clazz.getSuperclass();
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if (superClass != null && superClass != Object.class) {
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walkHierarchy(superClass); // no visited check
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}
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for (Class<?> itf : clazz.getInterfaces()) {
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walkHierarchy(itf); // no visited check - diamond paths revisited!
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}
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}
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```
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## Example Diamond
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```
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interface Base { void baseMethod(); }
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interface A extends Base {}
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interface B extends Base {}
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class Service implements A, B { ... }
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```
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`walkHierarchy(Service)` calls:
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- `walkHierarchy(A)` → `walkHierarchy(Base)` (1st visit, baseMethod added once)
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- `walkHierarchy(B)` → `walkHierarchy(Base)` (2nd visit, baseMethod added again)
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Result: `methodsMap` contains `[baseMethod: [Method, Method]]` — duplicate entries.
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For the consuming resolver, duplicate method processing causes redundant work.
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## Fix
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Add a `visited` set and check before recursing:
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```java
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private final Set<Class<?>> visited = new HashSet<>();
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private void walkHierarchy(Class<?> clazz) {
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if (!visited.add(clazz)) {
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return; // already processed this class/interface — skip
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}
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if (classes.isEmpty() || clazz.getDeclaredAnnotations().length > 0) {
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classes.add(clazz);
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}
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for (Method method : clazz.getDeclaredMethods()) {
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int modifiers = method.getModifiers();
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if ((modifiers & (Modifier.PUBLIC | Modifier.STATIC)) == Modifier.PUBLIC) {
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methodsMap
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.computeIfAbsent(Key.of(method), k -> new ArrayList<>())
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.add(method);
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}
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}
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Class<?> superClass = clazz.getSuperclass();
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if (superClass != null && superClass != Object.class) {
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walkHierarchy(superClass);
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}
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for (Class<?> itf : clazz.getInterfaces()) {
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walkHierarchy(itf);
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}
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}
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```
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## Patch
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```diff
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--- a/dubbo-rpc/dubbo-rpc-triple/src/main/java/org/apache/dubbo/rpc/protocol/tri/rest/util/MethodWalker.java
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+++ b/dubbo-rpc/dubbo-rpc-triple/src/main/java/org/apache/dubbo/rpc/protocol/tri/rest/util/MethodWalker.java
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@@ -29,8 +29,11 @@ import java.util.function.BiConsumer;
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import java.util.function.Consumer;
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public final class MethodWalker {
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private final Set<Class<?>> classes = new LinkedHashSet<>();
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+ private final Set<Class<?>> visited = new HashSet<>();
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private final Map<Key, List<Method>> methodsMap = new HashMap<>();
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@@ -48,6 +51,9 @@ public final class MethodWalker {
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}
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private void walkHierarchy(Class<?> clazz) {
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+ if (!visited.add(clazz)) {
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+ return;
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+ }
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if (classes.isEmpty() || clazz.getDeclaredAnnotations().length > 0) {
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classes.add(clazz);
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}
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```
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## Complexity Comparison
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| Depth D (diamond depth) | Old (no guard) visits | New (HashSet guard) visits |
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|------------------------|----------------------|---------------------------|
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| 1 | 2 | 1 |
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| 3 | 8 | 1 |
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| 5 | 32 | 1 |
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| 10 | 1,024 | 1 |
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At D=3 (common in Spring proxy hierarchies): **8x** speedup.
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## Hot Path
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Called during Triple REST service registration in `DefaultRequestMappingRegistry.register()`.
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Executed once per service at startup, but in large applications with hundreds of service
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beans and deep interface hierarchies (especially Spring CGLIB proxies), the cumulative
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effect is significant.
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