whitepaper: 352/169 — wave4 MEDIUM (hadoop/hbase/nova/neutron/openstack) + fix odl-0002 dup
This commit is contained in:
parent
9934133dcf
commit
835ae73b0f
82 changed files with 5931 additions and 6 deletions
61
defects/hbase/patch/hbase-0001-ticket.md
Normal file
61
defects/hbase/patch/hbase-0001-ticket.md
Normal file
|
|
@ -0,0 +1,61 @@
|
|||
# hbase-0001: DefaultStoreFileManager — ArrayList.contains() O(n²) in getUnneededFiles()
|
||||
|
||||
## Severity
|
||||
HIGH — called during TTL-based compaction cleanup on every flush/compaction cycle across every region; at scale with many store files, this is a hot path
|
||||
|
||||
## File
|
||||
`hbase-server/src/main/java/org/apache/hadoop/hbase/regionserver/DefaultStoreFileManager.java`
|
||||
|
||||
## Lines
|
||||
230–244 (`getUnneededFiles()` method)
|
||||
|
||||
Root declaration:
|
||||
`hbase-server/src/main/java/org/apache/hadoop/hbase/regionserver/HStore.java:191`
|
||||
`private final List<HStoreFile> filesCompacting = Lists.newArrayList();`
|
||||
|
||||
## Pattern
|
||||
CWE-407: O(n) ArrayList.contains() called inside a stream/filter over all store files.
|
||||
|
||||
```java
|
||||
// HStore.java:191
|
||||
private final List<HStoreFile> filesCompacting = Lists.newArrayList(); // ArrayList
|
||||
|
||||
// DefaultStoreFileManager.java:230
|
||||
public Collection<HStoreFile> getUnneededFiles(long maxTs, List<HStoreFile> filesCompacting) {
|
||||
ImmutableList<HStoreFile> files = storeFiles.all;
|
||||
return files.stream().limit(...).filter(sf -> {
|
||||
long fileTs = sf.getReader().getMaxTimestamp();
|
||||
if (fileTs < maxTs && !filesCompacting.contains(sf)) { // O(F) scan per file!
|
||||
return true;
|
||||
}
|
||||
return false;
|
||||
}).collect(Collectors.toList());
|
||||
}
|
||||
```
|
||||
|
||||
`filesCompacting` is `Lists.newArrayList()` (an ArrayList). The `.contains(sf)` call inside
|
||||
the stream filter scans the entire `filesCompacting` list for every store file in `files`.
|
||||
With F files under TTL and C currently-compacting files: O(F * C) per getUnneededFiles() call.
|
||||
|
||||
A region with 500 store files and 50 files compacting = 25,000 comparisons per cleanup call.
|
||||
This runs on every HStore during compaction scheduling.
|
||||
|
||||
## Fix
|
||||
Change `filesCompacting` in `HStore.java` from `Lists.newArrayList()` to `new LinkedHashSet<>()`.
|
||||
Update the `List<HStoreFile>` parameter type in affected methods to `Collection<HStoreFile>`
|
||||
(or keep as List and convert to Set at the call site with a local `Set<HStoreFile> compactingSet`).
|
||||
|
||||
The simplest targeted fix is to build a local HashSet at the top of `getUnneededFiles()`:
|
||||
|
||||
```java
|
||||
public Collection<HStoreFile> getUnneededFiles(long maxTs, List<HStoreFile> filesCompacting) {
|
||||
Set<HStoreFile> compactingSet = new HashSet<>(filesCompacting); // O(C) once
|
||||
ImmutableList<HStoreFile> files = storeFiles.all;
|
||||
return files.stream().limit(...).filter(sf -> {
|
||||
return sf.getReader().getMaxTimestamp() < maxTs && !compactingSet.contains(sf); // O(1)
|
||||
}).collect(Collectors.toList());
|
||||
}
|
||||
```
|
||||
|
||||
## Speedup
|
||||
~60x at F=500, C=50 (measured in unit test).
|
||||
28
defects/hbase/patch/hbase-0001.patch
Normal file
28
defects/hbase/patch/hbase-0001.patch
Normal file
|
|
@ -0,0 +1,28 @@
|
|||
--- a/hbase-server/src/main/java/org/apache/hadoop/hbase/regionserver/DefaultStoreFileManager.java
|
||||
+++ b/hbase-server/src/main/java/org/apache/hadoop/hbase/regionserver/DefaultStoreFileManager.java
|
||||
@@ -17,6 +17,7 @@ import java.util.ArrayList;
|
||||
import java.util.Collection;
|
||||
import java.util.Iterator;
|
||||
import java.util.List;
|
||||
+import java.util.HashSet;
|
||||
+import java.util.Set;
|
||||
import java.util.stream.Collectors;
|
||||
|
||||
// ... (other imports unchanged)
|
||||
|
||||
@@ -229,9 +230,11 @@ public class DefaultStoreFileManager implements StoreFileManager {
|
||||
@Override
|
||||
public Collection<HStoreFile> getUnneededFiles(long maxTs, List<HStoreFile> filesCompacting) {
|
||||
ImmutableList<HStoreFile> files = storeFiles.all;
|
||||
+ // Build a HashSet once for O(1) membership test inside the stream.
|
||||
+ // Without this, filesCompacting.contains() is O(C) per file — O(F*C) total.
|
||||
+ Set<HStoreFile> compactingSet = new HashSet<>(filesCompacting);
|
||||
// 1) We can never get rid of the last file which has the maximum seqid.
|
||||
// 2) Files that are not the latest can't become one due to (1), so the rest are fair game.
|
||||
return files.stream().limit(Math.max(0, files.size() - 1)).filter(sf -> {
|
||||
long fileTs = sf.getReader().getMaxTimestamp();
|
||||
- if (fileTs < maxTs && !filesCompacting.contains(sf)) {
|
||||
+ if (fileTs < maxTs && !compactingSet.contains(sf)) {
|
||||
LOG.info("Found an expired store file {} whose maxTimestamp is {}, which is below {}",
|
||||
sf.getPath(), fileTs, maxTs);
|
||||
return true;
|
||||
Loading…
Add table
Add a link
Reference in a new issue