apache/uniffle erreicht einen Gesundheitsindex von 78 von 100 und liegt damit im Bereich Gut. Am stärksten schneidet es bei Engineering Quality (87/100) ab, am schwächsten bei Security (54/100). Zuletzt vor 5 Tagen aktualisiert. 5 Mitwirkende tragen den Großteil der jüngsten Arbeit.
78
gesamt / 100
Gut
Software-Gesundheitsindex
Metriken werden auf einer Skala von 1–100 in gewichtete Kategorien gruppiert. Der Gesamtwert beginnt als ihr Mittel; sobald öffentliche Evidenz die Richtlinie für Hochrisikojurisdiktionen auslöst, wird die Bewertung angepasst und erhält die Obergrenze 49 (Gefährdet). AI Readiness liegt außerhalb.
78
Exzellent85-100Vorbildlich; erfüllt im Wesentlichen alle geprüften Kriterien
Gut70-84Gesund; geringfügige Lücken
Mittel50-69Akzeptabel mit deutlichen Lücken; Überprüfung empfohlen
Gefährdet30-49Erhebliche Schwächen; eine Übernahme erfordert Vorsicht
Kritisch1-29Schwerwiegende Probleme (aufgegeben, nur ein Maintainer, keine Hygiene)
Bewertungsprofil
Jede Achse ist eine Kategorie. Die Form zählt mehr als der Durchschnitt — ein gesundes Projekt füllt die gesamte Fläche, während ein Profil aus Spitzen und Kratern bedeutet, dass Stärke in einer Dimension Risiken in einer anderen verdeckt.
Dieses Repository wird von einer Organisation getragen — geteilte, rechenschaftspflichtige Trägerschaft, die jeden einzelnen Maintainer überdauern kann.
Direkte Abhängigkeiten ohne bekannte Advisories — 13 betroffen: org.apache.hadoop:hadoop-common 2.8.5 (critical 9.8), com.fasterxml.jackson.core:jackson-core 2.10.0 (high 7.5), com.fasterxml.jackson.core:jackson-databind 2.10.0 (high 8.1), +10 weitere
0/25
Indirekte Abhängigkeiten ohne bekannte Advisories — transitive Menge in diesem Bereich nicht von Entwicklungs- und Test-Abhängigkeiten trennbar
12/40
Keine offenen Advisories — 13 Paket(e) mit Advisory seit über 90 Tagen unbehandelt; ältestes vor 2.672 Tagen veröffentlicht
Verwendete Eingangsdaten
source
osv
advisories
78
affected_packages
19
assessed_packages
190
unassessed_packages
125
affected_by_severity
critical 1, high 10, moderate 5, low 1, unknown 2
direct_affected_packages
13
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Indirekte Abhängigkeiten ohne bekannte Advisories. Die verbleibenden Gewichte wurden renormalisiert. 190 aufgelöste Abhängigkeiten wurden mit OSV abgeglichen. 125 konnten nicht bewertet werden — keine aufgelöste Version, ein nicht unterstütztes Ökosystem oder außerhalb der ausgewiesenen Paketliste. Dieses Repository veröffentlicht kein Paket, das der Index auflöst; bewertet wurde daher der Abhängigkeitsgraph des Repositorys. Dieser Graph vermischt Entwicklungs- und Test-Pins mit ausgelieferten Abhängigkeiten, daher werden nur die deklarierten Laufzeit-Abhängigkeiten bewertet; transitive Befunde werden als Kontext ausgewiesen und fließen nicht in die Bewertung ein. Erreichbarkeit wird nicht analysiert.
Wie gut ist das Repository dafür ausgestattet, mit KI-Coding-Agenten entwickelt und gepflegt zu werden? Ein unabhängiges, experimentelles Badge — Gewicht 0,0, es wird eigenständig ausgewiesen und verändert den Gesamt-Gesundheitswert nicht.
Could not fetch maven package 'org.apache.uniffle:cli' from its registry
Could not fetch maven package 'org.apache.uniffle:rss-proto' from its registry
Could not fetch maven package 'org.apache.uniffle:rss-client' from its registry
Could not fetch maven package 'org.apache.uniffle:rss-common' from its registry
Could not fetch maven package 'org.apache.uniffle:shuffle-server' from its registry
Could not fetch maven package 'org.apache.uniffle:shuffle-storage' from its registry
Could not fetch maven package 'org.apache.uniffle:dashboard' from its registry
Could not fetch maven package 'org.apache.uniffle:rss-client-tez' from its registry
Could not fetch maven package 'org.apache.uniffle:rss-client-mr' from its registry
Could not fetch maven package 'org.apache.uniffle:rss-kubernetes' from its registry
Could not fetch maven package 'org.apache.uniffle:hadoop2.8-shim' from its registry
Could not fetch maven package 'org.apache.uniffle:hadoop3.2-shim' from its registry
Could not fetch maven package 'org.apache.uniffle:rss-client-spark-common' from its registry
Could not fetch maven package 'org.apache.uniffle:rss-client-spark2' from its registry
Could not fetch maven package 'org.apache.uniffle:rss-client-spark3' from its registry
Could not fetch maven package 'org.apache.uniffle:rss-client-spark4' from its registry
Weitere Details
Stern- und Fork-Verlauf 451 ★ / 170 ⇿
451Sterne
170Forks
9Releases
Wann jeder Stern und Fork hinzugefügt wurde, von GitHub erfasst und nach Tagen gruppiert. Das kumulierte Wachstum steht direkt über den täglichen Zugängen, aus denen es besteht, sodass beide gegeneinander lesbar sind: stetiger organischer Zuwachs sieht ganz anders aus als ein abrupter, kurzlebiger Ausschlag. Wo dieser Unterschied messbar ist, wird er als Wachstumsauthentizität ausgewiesen.
Major 0Minor 5Patch 2
Jeder Punkt umfasst 4 Tage.
OpenSSF Scorecard 6.3 / 10
6.3Gesamtwert
Unabhängige, werkzeugneutrale Sicherheitsbewertung durch das quelloffene OpenSSF Scorecard. Jede Prüfung honoriert eine Sicherheits-Praxis, nicht das Werkzeug eines bestimmten Anbieters. Prüfungen, die Scorecard nicht ermitteln konnte, sind mit k. A. markiert und vom Sicherheitswert ausgeschlossen (nie als null gezählt).Scorecard v5.5.0 · 2026-07-21 20:19 UTC
Vollständig aufgelöster Abhängigkeitssatz aus dem GitHub-Abhängigkeitsgraphen: 144 direkte und 171 indirekte (transitive) Pakete. Die transitive Hülle ist vollständig, wenn das Repository eine Lockfile eincheckt.
Dieses Repository veröffentlicht kein vom Index auflösbares Paket, daher wurde sein eigener Abhängigkeitsgraph bewertet – 190 Pakete, darunter auch Entwicklungs- und Test-Pins, die nie ausgeliefert werden: 19 tragen bekannte Advisories, davon 13 direkte. 125 konnten nicht bewertet werden – keine aufgelöste Version, ein nicht unterstütztes Ökosystem, oder außerhalb der ausgewiesenen Paketliste.
Paket
Version
Beziehung
Schweregrad
Advisories
Behoben in
org.apache.hadoop:hadoop-common
2.8.5
direkt
kritisch
5
3.4.0
com.fasterxml.jackson.core:jackson-core
2.10.0
direkt
hoch
3
3.1.0
com.fasterxml.jackson.core:jackson-databind
2.10.0
direkt
hoch
10
3.1.4
com.google.protobuf:protobuf-java
3.25.1
direkt
hoch
1
4.28.2
io.grpc:grpc-netty-shaded
1.64.0
direkt
hoch
1
4.2.4.Final
org.apache.hadoop:hadoop-yarn-server-common
2.8.5
direkt
hoch
1
3.3.2
org.eclipse.jetty:jetty-server
9.3.24.v20180605
direkt
hoch
9
12.0.9
org.lz4:lz4-java
1.8.1
direkt
hoch
1
1.10.1
org.xerial.snappy:snappy-java
1.1.8.4
direkt
hoch
4
1.1.10.4
golang.org/x/net
0.7.0
indirekt
hoch
23
12.0.2
golang.org/x/oauth2
0.0.0-20211104180415-d3ed0bb246c8
indirekt
hoch
2
0.27.0
com.google.guava:guava
21.0
direkt
mittel
3
32.0.0-android
org.apache.commons:commons-lang3
3.10
direkt
mittel
1
3.18.0
org.apache.httpcomponents:httpclient
4.5.3
direkt
mittel
1
5.0.3
junit:junit
4.11
indirekt
mittel
1
4.13.1
org.bouncycastle:bcprov-jdk15on
1.60
indirekt
mittel
6
2.3.1
org.apache.logging.log4j:log4j-core
2.23.0
direkt
niedrig
4
2.25.4
golang.org/x/sys
0.5.0
indirekt
unbekannt
1
0.44.0
golang.org/x/text
0.7.0
indirekt
unbekannt
1
0.39.0
Ein Advisory bedeutet, dass die im Abhängigkeitsgraphen erfasste Version in den betroffenen Bereich eines Advisories fällt. Erreichbarkeit wird nicht analysiert, und der Graph enthält Entwicklungs- und Test-Pins — ein Fund kann das Werkzeug betreffen und nicht die ausgelieferte Software.
JSON-Rohbericht maschinenlesbar
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},
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},
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}
],
"recent_commits": [
{
"oid": "1bbfd791fc6b5ffdc0f48897f04b62fd94d52f22",
"body": "### What changes were proposed in this pull request?\n\nremove shuffle write status on unregister\n\n### Why are the changes needed?\n\nclean unused shuffleWriteStatus like `org.apache.uniffle.shuffle.manager.ShuffleManagerGrpcService#shuffleStatus`\n\n### Does this PR introduce _any_ user-facing change?\n\nNo.\n\n### How was this patch tested?\n\nminor fix",
"is_bot": false,
"headline": "fix(spark): remove shuffle write status on unregister (#2766)",
"author_name": "Zhen Wang",
"author_login": "wForget",
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"oid": "392573e7327a6595d770c0b5bd9029a5353d19c0",
"body": "…I failure (#2765)\n\n### What changes were proposed in this pull request?\n\nto fix the CI failure of #2758\n\n### Why are the changes needed?\n\nFix: #2758 CI failure\n\n### Does this PR introduce _any_ user-facing change?\n\nNo.\n\n### How was this patch tested?\n\nexisting test cases",
"is_bot": false,
"headline": "[#2758] fix(rpc): followup to fix the ShuffleServerOnRandomPortTest C…",
"author_name": "Junfan Zhang",
"author_login": "zuston",
"committed_at": "2026-07-16T06:18:49Z",
"body_truncated": false,
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},
{
"oid": "755e05f36af5413733ca89374ddbd1e1c92549c4",
"body": "…te (#2759)\n\n### What changes were proposed in this pull request?\n\n1. simplify the `serverInterface`\n2. simplify server port fallback to improve success rate\n3. use the port=0 to make the built-in port binding mechanism valid\n\n### Why are the changes needed?\n\nto fix #2758 \n\n### Does this PR introduce _any_ user-facing change?\n\nNo.\n\n### How was this patch tested?\n\nTests",
"is_bot": false,
"headline": "[#2758] fix(rpc): simplify server port fallback to improve success ra…",
"author_name": "Junfan Zhang",
"author_login": "zuston",
"committed_at": "2026-07-14T07:49:01Z",
"body_truncated": false,
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"oid": "d31ff12eda6e782d38c20118532f4e86d8d9ff78",
"body": "…prevent potential data loss (#2764)\n\n### What changes were proposed in this pull request?\n\nChange the no-argument `WriteBufferManager.clear()` method used by the Gluten shuffle writer to call `clear(1.0)` instead of `clear(bufferSpillRatio)`.\n\n### Why are the changes needed?\n\nA spill ratio of `1.0`\n[…]\nific error was observed because we use the default `spillRatio` of `1.0`. This issue was identified while reviewing the relevant code. The existing unit tests already cover the `clear(1.0)` code path.",
"is_bot": false,
"headline": "[#2763] fix(spark)(gluten): use a 1.0 spill ratio for final clear to …",
"author_name": "Zhen Wang",
"author_login": "wForget",
"committed_at": "2026-07-14T07:48:17Z",
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"oid": "018ac289687079defee1c0631bb9c3ad96c0f58c",
"body": "### What changes were proposed in this pull request?\n\nRemove unnecessary synchronized for getRemoteShuffleHandleInfo methods\n\n### Why are the changes needed?\n\ncloses #2761\n\n### Does this PR introduce _any_ user-facing change?\n\nNo.\n\n### How was this patch tested?\n\nExisting tests",
"is_bot": false,
"headline": "[#2761] fix(spark): remove unnecessary synchronized (#2762)",
"author_name": "Zhen Wang",
"author_login": "wForget",
"committed_at": "2026-07-08T08:01:14Z",
"body_truncated": false,
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"oid": "9df64d29cb1ab373d09aee9eec56eeabef3fb27f",
"body": "…t (#2756)",
"is_bot": false,
"headline": "[#2755] fix(ci): upgrade dorny/paths-filter to match apache allow lis…",
"author_name": "Junfan Zhang",
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"oid": "8cd77470a5028120fbb9532d95eca24bcb930861",
"body": "### What changes were proposed in this pull request?\n\nfix NPE by better handling removed blocks\n\n### Why are the changes needed?\n\n`getFailedBlockIds()` returned a live key set from a concurrent map. After one thread got a failed block id, another thread could clear that block’s failed state after th\n[…]\neturned null, and the resend logic later accessed it, causing a `NullPointerException.`\n\nfix #2753\n\n### Does this PR introduce _any_ user-facing change?\n\nNo.\n\n### How was this patch tested?\n\nUnit test",
"is_bot": false,
"headline": "[#2753] fix(spark): ignore removed failed blocks (#2754)",
"author_name": "Junfan Zhang",
"author_login": "zuston",
"committed_at": "2026-06-29T03:25:56Z",
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"oid": "7f08785521f13722029f56e4857e6b7acdf517f6",
"body": "### What changes were proposed in this pull request?\n\nAdd a `spark4.1` Maven profile that reuses the existing `client-spark/spark4` module to compile and run against **Spark 4.1.1**.\n\n#### API shims\n\nSpark 4.1 introduced two binary-incompatible additions to APIs called from this module:\n\n- `org.apac\n[…]\nExecute -Pspark4.1` step gated on java-version 17. Latest run on this branch ([26386496434](https://github.com/apache/uniffle/actions/runs/26386496434)) is **all-green** across the full 45-job matrix.",
"is_bot": false,
"headline": "[#2750] feat(spark): Support Spark 4.1 (#2751)",
"author_name": "YangJie",
"author_login": "LuciferYang",
"committed_at": "2026-05-27T07:44:34Z",
"body_truncated": true,
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},
{
"oid": "c81ef85a9e2f313bcc4baf3fb901e490e8e5e90b",
"body": "Spark 4 switched the UI servlet API from javax.servlet (Jetty 9) to\njakarta.servlet (Jetty 11+). WebUIPage.render must override its parent\nsignature exactly, so the same .scala file cannot serve both.\n\nRoute extension through a ServletCompat type alias backed by two\nversion-specific source roots (sc\n[…]\nn steps,\n IDE re-import on profile switch, and ~/.m2 hygiene.\n\nVerified: extension compiles cleanly under spark3 / spark3.0 / spark3.2 /\nspark3.2.0 / spark3.3 / spark3.4 / spark3.5 / spark4 profiles.",
"is_bot": false,
"headline": "[#1805] feat(spark): Support Spark 4 in client-spark/extension (#2749)",
"author_name": "YangJie",
"author_login": "LuciferYang",
"committed_at": "2026-05-17T03:41:56Z",
"body_truncated": true,
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{
"oid": "c18774dd7e60312ed5066487c390f3dd6c149396",
"body": "* [#1805] feat(spark): Support Spark 4.0.2\n\nAdd Spark 4.0.2 support with the following changes:\n\n- New client-spark/spark4 and client-spark/spark4-shaded modules\n- New integration-test/spark4 module\n- spark4 Maven profile with Scala 2.13, Java 17, Hadoop 3.4.1\n- CI workflow entries for unit and inte\n[…]\nnd add a private constructor to prevent instantiation. Drop the duplicated isSpark2/3/4 assertions from testSpark4Version since testSparkVersion already covers them through SparkVersionUtils directly.",
"is_bot": false,
"headline": "[#1805] feat(spark): Support Spark 4.0.2 (#2748)",
"author_name": "YangJie",
"author_login": "LuciferYang",
"committed_at": "2026-05-12T02:05:04Z",
"body_truncated": true,
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{
"oid": "6acfd53d69b70625f595014ec1e6b0f1a52d9073",
"body": "…heck failure (#2746)\n\n### What changes were proposed in this pull request?\n\nWhen segment is skipped, we should increment the segmentIndex; otherwise, it may lead to data corruption.\n\n### Why are the changes needed?\n\nfix bug\n\n### Does this PR introduce _any_ user-facing change?\n\nNo.\n\n### How was this patch tested?\n\nadded test case",
"is_bot": false,
"headline": "fix(spark): Increment segmentIndex when skipping segment due to crc c…",
"author_name": "Zhen Wang",
"author_login": "wForget",
"committed_at": "2026-04-07T02:59:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "eb692006e592442a2364273bd162ae241a79d094",
"body": "… shuffle buffer (#2744)\n\n### What changes were proposed in this pull request?\nTrigger flush when there are too many blocks in shuffle buffer.\n\n### Why are the changes needed?\nFix: #2739\nPrevent memory overflow\n\n### Does this PR introduce any user-facing change?\nset rss.server.buffer.blockCount.capacity\n\n### How was this patch tested?\nUT",
"is_bot": false,
"headline": "[#2739] feat(server): Trigger flush when there are too many blocks in…",
"author_name": "xianjingfeng",
"author_login": "xianjingfeng",
"committed_at": "2026-04-02T03:45:08Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ae417e63228dc46157c35c660fc5598650f6a618",
"body": "…pression (#2745)\n\n### What changes were proposed in this pull request?\n\nfix the PR #2735 \n\n### Why are the changes needed?\n\nfix potential hang\n\n### Does this PR introduce _any_ user-facing change?\n\nNo.\n\n### How was this patch tested?\n\nUnit tests",
"is_bot": false,
"headline": "fix(spark): potential hang with skipped segments on overlapping decom…",
"author_name": "Junfan Zhang",
"author_login": "zuston",
"committed_at": "2026-03-27T09:39:55Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b80940d6eb0bc2de362834c3c3b50842c124b203",
"body": "…mit result (#2742)\n\n### What changes were proposed in this pull request?\nReplace Roaring64NavigableMap with AtomicLong for checking commit result\n\n### Why are the changes needed?\nFix: #2740\nTo save memory.\n\n### Does this PR introduce any user-facing change?\nNo.\n\n### How was this patch tested?\nCI",
"is_bot": false,
"headline": "[#2740] improvement(server) Just check block count while checking com…",
"author_name": "xianjingfeng",
"author_login": "xianjingfeng",
"committed_at": "2026-03-25T02:34:48Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b98b488198da3c130fa86be6e8e9f09407f4f84b",
"body": "…nd avg block size (#2741)\n\n### What changes were proposed in this pull request?\nAdd metrics to track shuffle data block count and avg block size.\n\n### Why are the changes needed?\nFix: #2738\nWe need to identify and stop the application that generate large amounts of blocks when heap memory is insufficient.\n\n### Does this PR introduce any user-facing change?\nNo.\n\n### How was this patch tested?\nCI and manual testing",
"is_bot": false,
"headline": "[#2738] feat(server): add metrics to track shuffle data block count a…",
"author_name": "xianjingfeng",
"author_login": "xianjingfeng",
"committed_at": "2026-03-19T08:56:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2f0b954ae4d5683b74c107514791d88b2cf1f181",
"body": "…tting to avoid deadlock in decompression worker (#2737)\n\n### What changes were proposed in this pull request?\n\nRelease segmentPermits first to avoid deadlock\n\n### Why are the changes needed?\n\n#2601 caused ShuffleReadClientImplTest to hang, see https://github.com/apache/uniffle/actions/runs/22700481\n[…]\nadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624)\n\tat java.lang.Thread.run(Thread.java:750)\n```\n\n### Does this PR introduce _any_ user-facing change?\n\nNo.\n\n### How was this patch tested?\n\nNeedn't",
"is_bot": false,
"headline": "[#2601][FOLLOWUP] fix(spark): Release segmentPermits before buffer ge…",
"author_name": "Zhen Wang",
"author_login": "wForget",
"committed_at": "2026-03-05T11:32:32Z",
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"oid": "2963220f20ff0dd1dd13e057b598da31276be73b",
"body": "### What changes were proposed in this pull request?\n\nCorrect shuffle read time metrics\n\n### Why are the changes needed?\n\nThe metrics for shuffle read time are mismatched.\n\n### Does this PR introduce _any_ user-facing change?\n\nNo.\n\n### How was this patch tested?\n\nNeedn't",
"is_bot": false,
"headline": "fix(spark): Correct shuffle read time metrics in spark UI tab (#2736)",
"author_name": "Zhen Wang",
"author_login": "wForget",
"committed_at": "2026-03-05T11:25:20Z",
"body_truncated": false,
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{
"oid": "b324cc33c1457cc55eda981c577d2d5888177ed2",
"body": "…o control memory usage (#2735)\n\n### What changes were proposed in this pull request?\n\nIntroduce option of max segments decompression to control memory usage\n\n### Why are the changes needed?\n\nTo address issue #2716, this PR introduces an option to set the maximum number of concurrent decompression s\n[…]\nrall memory usage. Setting this value to 1 restricts decompression to a single segment at a time. \n\n### Does this PR introduce _any_ user-facing change?\n\nYes\n\n### How was this patch tested?\n\nUnit test",
"is_bot": false,
"headline": "[#2716] feat(spark): Introduce option of max segments decompression t…",
"author_name": "Junfan Zhang",
"author_login": "zuston",
"committed_at": "2026-03-02T06:52:14Z",
"body_truncated": true,
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{
"oid": "4637321402dd09616e66065b600b97319dbeb144",
"body": "…emove unnecessary `deallocate` method (#2731)\n\n### What changes were proposed in this pull request?\n\n+ move `CompositeFileRegion` class to uniffle package\n+ do nothing in deallocate method\n\n### Why are the changes needed?\n\nSince we have already overridden the `release()/release(int decrement)` meth\n[…]\nlocate()` method. And after this, we no longer need to place it in the `io.netty.util` package.\n\ncloses #2730\n\n### Does this PR introduce _any_ user-facing change?\n\nNo.\n\n### How was this patch tested?",
"is_bot": false,
"headline": "[#2730] improvement(common): Use built-in `CompositeFileRegion` and r…",
"author_name": "Zhen Wang",
"author_login": "wForget",
"committed_at": "2026-03-02T02:54:24Z",
"body_truncated": true,
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{
"oid": "5986591c96d9e7f628e4cfbf6c7e342841af5706",
"body": "…y` (#2734)\n\n### What changes were proposed in this pull request?\n\nCalculate total value for ShuffleReadTimesSummary.\n\n### Why are the changes needed?\n\nFix the total shuffle read time to zero in uniffle UI.\n\nCloses #2733\n\n### Does this PR introduce _any_ user-facing change?\n\nNo.\n\n### How was this patch tested?\n\nAfter:\n<img width=\"1865\" height=\"131\" alt=\"image\" src=\"https://github.com/user-attachments/assets/1ca5ee6c-24cc-45b8-b580-8d760273574a\" />",
"is_bot": false,
"headline": "[#2733] fix(spark): Calculate total value for `ShuffleReadTimesSummar…",
"author_name": "Zhen Wang",
"author_login": "wForget",
"committed_at": "2026-02-28T01:45:18Z",
"body_truncated": false,
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{
"oid": "9c0c27dead125a50f4140b342c470e0ed13ec8f6",
"body": "…mode and fix stale assignment missing callback that caused timeout (#2729)\n\n### What changes were proposed in this pull request?\n\n1. Fallback to random server when no servers are available in load-balance mode\n2. Fix stale assignment missing callback in data pusher that caused the writer to hang un\n[…]\n?\n\nfix the #2725 . Finally tracked down and fixed this tricky bug after a thorough investigation.\n\n### Does this PR introduce _any_ user-facing change?\n\nNo.\n\n### How was this patch tested?\n\nUnit tests",
"is_bot": false,
"headline": "[#2725] fix(spark)(partition-split): Add fallback under load-balance …",
"author_name": "Junfan Zhang",
"author_login": "zuston",
"committed_at": "2026-02-12T07:33:26Z",
"body_truncated": true,
"is_coding_agent": false
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{
"oid": "2731cf2df0de5c8322acbfbc2d81a35d1b7517cb",
"body": "…ffle writer logic (#2727)\n\n### What changes were proposed in this pull request?\n\nIntroduce `ReassignExecutor` to clarify shuffle writer logic\n\n### Why are the changes needed?\n\nfor #2724\n\n### Does this PR introduce _any_ user-facing change?\n\nNo.\n\n### How was this patch tested?\n\nExisting tests",
"is_bot": false,
"headline": "[#2724] refactor(spark): Introduce `ReassignExecutor` to simplify shu…",
"author_name": "Junfan Zhang",
"author_login": "zuston",
"committed_at": "2026-02-12T02:10:33Z",
"body_truncated": false,
"is_coding_agent": false
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{
"oid": "bdea9e675a5395d9d7c79935fa2610318b6f5b69",
"body": "### What changes were proposed in this pull request?\n\nRemove logs of successful heartbeat\n\n### Why are the changes needed?\n\nsimplify logs in spark driver side\n\n### Does this PR introduce _any_ user-facing change?\n\nNo.\n\n### How was this patch tested?\n\nNeedn't",
"is_bot": false,
"headline": "chore(spark): Remove logs of successful heartbeat (#2728)",
"author_name": "Junfan Zhang",
"author_login": "zuston",
"committed_at": "2026-02-12T02:09:38Z",
"body_truncated": false,
"is_coding_agent": false
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{
"oid": "eb53a1a7bb63dc0c7f1814e9772c1bb1e242d164",
"body": "…count checking for stale assignment (#2726)\n\n### What changes were proposed in this pull request?\n\n1. Introduce option for stale assignment fast-switch. After having this, we could better to inspect some bugs if this mechanism is caused\n2. Ignore retry count checking for stale assignment to fix the multi server switch \n\n### Why are the changes needed?\n\nfor #2725 \n\n### Does this PR introduce _any_ user-facing change?\n\nNo.\n\n### How was this patch tested?\n\nExisting tests",
"is_bot": false,
"headline": "[#2725] feat(spark): Introduce optional fast-switch and ignore retry-…",
"author_name": "Junfan Zhang",
"author_login": "zuston",
"committed_at": "2026-02-10T11:37:13Z",
"body_truncated": false,
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{
"oid": "1f809ed263cb96dffded0988848977689c058d04",
"body": "…off for Gluten (#2720)\n\n### What changes were proposed in this pull request?\n\n- This change introduces `CompositeByteBuf` in `WriterBuffer` to provide a zero-copy data view, which is especially beneficial in Gluten scenarios where compression is disabled and handled by the Gluten side. \n- In additi\n[…]\nf` in codec, this could be finished in the next PRs.\n\n### Why are the changes needed?\n\nfor #2718 \n\n### Does this PR introduce _any_ user-facing change?\n\nNo.\n\n### How was this patch tested?\n\nUnit tests",
"is_bot": false,
"headline": "[#2718] feat(spark): Eliminate copy in WriterBuffer when compression …",
"author_name": "Junfan Zhang",
"author_login": "zuston",
"committed_at": "2026-01-30T08:46:43Z",
"body_truncated": true,
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{
"oid": "69b1b45bf4e6e03f4cfe3117416a80460f50537c",
"body": "…ping compression mechanism (#2715)\n\n### What changes were proposed in this pull request?\n\nRespect compression type when activating overlapping compression mechanism\n\n### Why are the changes needed?\n\n#2714 . Unify the overlapping compression checking logic into one place and also respect the compression type when activating this mechanism. \n\n### Does this PR introduce _any_ user-facing change?\n\nNo.\n\n### How was this patch tested?\n\nExisting tests are enough.",
"is_bot": false,
"headline": "[#2714] feat(spark): Respect compression type when activating overlap…",
"author_name": "Junfan Zhang",
"author_login": "zuston",
"committed_at": "2026-01-29T02:31:06Z",
"body_truncated": false,
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{
"oid": "82ed9f8426ac12f7d3fdd3dacd55d9be00071c04",
"body": "…717)\n\n### What changes were proposed in this pull request?\n\nAdd more decompression stats to log\n1. peek memory used to dig when OOM happens\n2. decompression throughput \n\n### Why are the changes needed?\n\nto fix #2716 \n\n### Does this PR introduce _any_ user-facing change?\n\nNo.\n\n### How was this patch tested?\n\nExisting tests are enough\n\n---------\n\nCo-authored-by: Junfan Zhang <zhangjunfan@qiyi.com>",
"is_bot": false,
"headline": "[#2716] feat(client): More overlapping decompression stats to log (#2…",
"author_name": "Junfan Zhang",
"author_login": "zuston",
"committed_at": "2026-01-28T07:14:52Z",
"body_truncated": false,
"is_coding_agent": false
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{
"oid": "4290cfe79142878638dde41beb9c7e1602f758c9",
"body": "### What changes were proposed in this pull request?\n\nUpdate spark related performance guide in doc\n\n### Why are the changes needed?\n\nTo show the latest spark performance guide in doc\n\n### Does this PR introduce _any_ user-facing change?\n\nNo.\n\n### How was this patch tested?\n\nNeedn't\n\n---\nCo-authored-by: zhangjunfan <zhangjunfan@qiyi.com>",
"is_bot": false,
"headline": "feat(doc): Update spark related performance guide in doc (#2713)",
"author_name": "Junfan Zhang",
"author_login": "zuston",
"committed_at": "2026-01-21T07:31:48Z",
"body_truncated": false,
"is_coding_agent": false
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{
"oid": "3525bab94eef75d1a9002fafb1579534b9d6307d",
"body": "…alization (#2712)\n\n### What changes were proposed in this pull request?\n\nFix race condition on deferred compressed block initialization\n\n### Why are the changes needed?\n\nfix #2711 \n\n### Does this PR introduce _any_ user-facing change?\n\nNo.\n\n### How was this patch tested?\n\nExisting unit tests\n\n---------\n\nCo-authored-by: zhangjunfan <zhangjunfan@qiyi.com>",
"is_bot": false,
"headline": "[#2711] fix(spark): Race condition on deferred compressed block initi…",
"author_name": "Junfan Zhang",
"author_login": "zuston",
"committed_at": "2026-01-15T02:49:00Z",
"body_truncated": false,
"is_coding_agent": false
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{
"oid": "f43f66fd4b88033689d06d5192e4a612046ef31c",
"body": "…Size` (#2708)\n\n### What changes were proposed in this pull request?\n\n1. Wrap calcTopNShuffleDataSize in error handling\n2. Use `scheduleWithFixedDelay` instand of `scheduleAtFixedRate`\n\n### Why are the changes needed?\n\nFix: #2707 \n\n### Does this PR introduce _any_ user-facing change?\n\nNo.\n\n### How was this patch tested?\n\nCI",
"is_bot": false,
"headline": "[#2707] fix(server): Catch up on any failures in `calcTopNShuffleData…",
"author_name": "xianjingfeng",
"author_login": "xianjingfeng",
"committed_at": "2026-01-13T06:17:26Z",
"body_truncated": false,
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{
"oid": "2d5fc0a2b8ffb0bece50cff76a864bc3a992660d",
"body": "### What changes were proposed in this pull request?\n\n+ Add cleaner ShuffleReadTimesSummary/ShuffleWriteTimesSummary entities\n+ Make ShuffleType as an enumeration\n\n### Why are the changes needed?\n\nfor #2709 \n\nFix serialization error when enabled `spark.history.store.hybridStore.enabled`\n\n### Does th\n[…]\nintroduce _any_ user-facing change?\n\nNo.\n\n### How was this patch tested?\n\nSuccessfully tested in internal spark history server environment.\n\n---------\n\nCo-authored-by: Junfan Zhang <zuston@apache.org>",
"is_bot": false,
"headline": "[#2709] fix(spark): Fix serialization error in Spark History UI (#2710)",
"author_name": "Zhen Wang",
"author_login": "wForget",
"committed_at": "2026-01-13T06:15:23Z",
"body_truncated": true,
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{
"oid": "13651156383ca0c29ab984d75c825c5a8c9145db",
"body": "…` to avoid global locking (#2706)\n\n### What changes were proposed in this pull request?\n\nAdd read-write lock for MutableShuffleHandleInfo to avoid global locking\n\n### Why are the changes needed?\n\nTo fix a critical and potentially bug, particularly during the startup of large tasks in Spark jobs, although #2667 only partially addresses the issue.\n\ncloses #2705\n\n### Does this PR introduce _any_ user-facing change?\n\nNo.\n\n### How was this patch tested?\n\nNeedn't",
"is_bot": false,
"headline": "[#2705] fix(spark): Use read-write lock for `MutableShuffleHandleInfo…",
"author_name": "Zhen Wang",
"author_login": "wForget",
"committed_at": "2026-01-08T11:20:03Z",
"body_truncated": false,
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{
"oid": "cf29d36f9bdf6ab45cf2e9b2ee914122aa149ee2",
"body": "…lt (#2703)\n\n### What changes were proposed in this pull request?\nUse ack val to check the block send result.\n\n### Why are the changes needed?\nFor better performance.\nFix: #2674\n\n### Does this PR introduce any user-facing change?\nNo.\n\n### How was this patch tested?\nCI",
"is_bot": false,
"headline": "[#2674] improvement(client): use ack val to check the block send resu…",
"author_name": "xianjingfeng",
"author_login": "xianjingfeng",
"committed_at": "2025-12-29T08:23:46Z",
"body_truncated": false,
"is_coding_agent": false
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{
"oid": "7867d59b1b15d1021cb15528db89e64e42508d3b",
"body": "### What changes were proposed in this pull request?\nRelease the memory of duplicate blocks.\n\n### Why are the changes needed?\nThe used_buffer_size is incorrect when duplicate blocks occur.\nFix: #2701\n\n### Does this PR introduce any user-facing change?\nNo.\n\n### How was this patch tested?\nUT",
"is_bot": false,
"headline": "[#2701] fix(server): release the memory of duplicate blocks (#2702)",
"author_name": "xianjingfeng",
"author_login": "xianjingfeng",
"committed_at": "2025-12-24T02:36:58Z",
"body_truncated": false,
"is_coding_agent": false
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{
"oid": "a2c2d056ce8fd49af025eaa48785b94d21515557",
"body": "…leWriteTaskStats (#2698)\n\n### What changes were proposed in this pull request?\n\nInvolve related writer stats info into ShuffleWriteTaskStats for further integrity validation block checksum implementation\n\n### Why are the changes needed?\n\nfor #2697\n\n### Does this PR introduce _any_ user-facing change?\n\nNo.\n\n### How was this patch tested?\n\nExisting unit tests\n\n---------\n\nCo-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>",
"is_bot": false,
"headline": "[#2697] refactor(spark): Involve related writer stats info into Shuff…",
"author_name": "Junfan Zhang",
"author_login": "zuston",
"committed_at": "2025-12-18T03:40:46Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "74203516a37acc34c72e7e0fb830cd882faa74d7",
"body": "…is empty or null (#2696)\n\n### What changes were proposed in this pull request?\n\nPrefetch should be finished once shuffle result is empty or null\n\n### Why are the changes needed?\n\nfix #2686 \n\n### Does this PR introduce _any_ user-facing change?\n\nNo.\n\n### How was this patch tested?\n\nUnit tests",
"is_bot": false,
"headline": "[#2686] fix(client): Prefetch should be finished once shuffle result …",
"author_name": "Junfan Zhang",
"author_login": "zuston",
"committed_at": "2025-12-16T07:28:15Z",
"body_truncated": false,
"is_coding_agent": false
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{
"oid": "c7e23b6b72b573f1a5019a41c1ca16a36cc3932a",
"body": "### What changes were proposed in this pull request?\n\nCorrection of grammar.\n\n### Why are the changes needed?\n\nSo that the grammar will be correct.\n\n### Does this PR introduce _any_ user-facing change?\n\nNo.\n\n### How was this patch tested?\n\nN/A",
"is_bot": false,
"headline": "chore: Fix grammar in RssException message (#2695)",
"author_name": "Mark Wadham",
"author_login": "m4rkw",
"committed_at": "2025-12-10T02:48:30Z",
"body_truncated": false,
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{
"oid": "741ecba1a1157f6e2527469282f624748c9d8769",
"body": "… status code (#2694)\n\n### What changes were proposed in this pull request?\n\nThis PR introduces the `HARD_SPLIT_FROM_SERVER` response status code\n\n### Why are the changes needed?\n\nthe subtask for the #2691\n\n### Does this PR introduce _any_ user-facing change?\n\nNo.\n\n### How was this patch tested?\n\nNo need",
"is_bot": false,
"headline": "[#2691] feat(client): Introduce the `HARD_SPLIT_FROM_SERVER` response…",
"author_name": "Junfan Zhang",
"author_login": "zuston",
"committed_at": "2025-12-09T09:04:36Z",
"body_truncated": false,
"is_coding_agent": false
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{
"oid": "4c2fd4e103b765535a685316e9cc17fcaae942f4",
"body": "### What changes were proposed in this pull request?\n1. upgrade lz to the latest version of org.lz4:lz4-java \n2. replace `fastestInstance` to `safeInstance`\n \n### Why are the changes needed?\nTo address [CVE-202512183](https://sites.google.com/sonatype.com/vulnerabilities/cve-2025-12183)\n\n### Does this PR introduce _any_ user-facing change?\nNo.\n\n### How was this patch tested?\nExisting tests.",
"is_bot": false,
"headline": "chore: Update lz4 to address CVE-2025-12183 (#2693)",
"author_name": "advancedxy",
"author_login": "advancedxy",
"committed_at": "2025-12-05T12:33:14Z",
"body_truncated": false,
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{
"oid": "61e47b30fe1e86598125684fdf515bd239305655",
"body": "### What changes were proposed in this pull request?\n\nAdded null checks to prevent NullPointerException in PartitionedShuffleBlockIdManager.getFinishedBlockIds():\n\nAdd null check for partitionToBlockId when shuffleId doesn't exist\nAdd null check for bitmap before calling or() method\n\n### Why are the\n[…]\nl for a specific partition\nThese defensive checks prevent the exception and gracefully handle edge cases.\n\n### Does this PR introduce _any_ user-facing change?\n\nNo.\n\n### How was this patch tested?\n\nUT",
"is_bot": false,
"headline": "[#2672] fix(server): NPE in PartitionedShuffleBlockIdManager (#2690)",
"author_name": "KCH",
"author_login": "CPkch",
"committed_at": "2025-12-03T02:13:23Z",
"body_truncated": true,
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{
"oid": "5bbe25e6cb643beaa9efe409f0e3a37ca5d86109",
"body": "…timization in checkSentBlockCount (#2692)\n\n### What changes were proposed in this pull request?\n\nAdd unit tests to verify the `Roaring64NavigableMap` optimization introduced in PR #2687 for filtering duplicate blockIds from multiple replicas in `RssShuffleWriter#checkSentBlockCount`.\n\n### Why are t\n[…]\nf consecutive blockIds\n\nTest results:\n- Spark3 `RssShuffleWriterTest`: 9 tests passed (including 2 new tests)\n- Spark2 `RssShuffleWriterTest`: 5 tests passed (including 2 new tests)\n\nRelated PR: #2687",
"is_bot": false,
"headline": "[#2675] test(spark)(followup): Add tests for Roaring64NavigableMap op…",
"author_name": "zhan7236",
"author_login": "zhan7236",
"committed_at": "2025-12-02T09:39:24Z",
"body_truncated": true,
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{
"oid": "8cb662524f7e215391dfb77edfefb0ade8faa745",
"body": "…er (#2688)\n\n### What changes were proposed in this pull request?\n\nThis PR disables the `dataPusher` initialization for Spark driver in cluster mode, as it's only needed for executors to push shuffle data.\n\n### Why are the changes needed?\n\nThe `dataPusher` is used to push shuffle data to shuffle ser\n[…]\n**RssShuffleManager.java (Spark 3)**: Added null check for `dataPusher.setRssAppId()` calls\n3. **RssShuffleManager.java (Spark 2)**: Added null check for `dataPusher.setRssAppId()` calls\n\nCloses #1603",
"is_bot": false,
"headline": "[#1603] feat(spark): Disable dataPusher initialization for Spark Driv…",
"author_name": "zhan7236",
"author_login": "zhan7236",
"committed_at": "2025-12-01T02:34:28Z",
"body_truncated": true,
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{
"oid": "b53c535c538b1f93b2516b1abf8b6ef92c784b5d",
"body": "…oaring64NavigableMap (#2687)\n\n### What changes were proposed in this pull request?\n\nReplace `HashSet<Long>` with `Roaring64NavigableMap` in `RssShuffleWriter#checkSentBlockCount` method for both Spark2 and Spark3 clients. This optimization uses a compressed bitmap data structure to filter duplicate\n[…]\nk3` profiles\n- All existing unit tests pass:\n - `RssShuffleWriterTest` for Spark3: 7 tests passed\n - `RssShuffleWriterTest` for Spark2: 3 tests passed\n- Code style verified with `mvn spotless:check`",
"is_bot": false,
"headline": "[#2675] improvement(spark): Optimize `checkSentBlockCount` by using R…",
"author_name": "zhan7236",
"author_login": "zhan7236",
"committed_at": "2025-12-01T02:32:44Z",
"body_truncated": true,
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{
"oid": "fa80c346e9eafc69ef7d752cee029e06913e8ad5",
"body": "…2685)\n\n### What changes were proposed in this pull request?\n\nThis PR introduces an additional `isEnd` flag to indicate whether the end of the in-memory data has been reached.\nFor simplicity, this flag does not guarantee precise end-of-data detection; the client should still rely on its existing log\n[…]\nlient to repeatedly read the same tail of the sequence, resulting in an infinite loop.\n\n\n### Does this PR introduce _any_ user-facing change?\n\nNo.\n\n### How was this patch tested?\n\nexisting unit tests.",
"is_bot": false,
"headline": "[#2684] fix: Infinite memory data reading due to duplicate blockId (#…",
"author_name": "Junfan Zhang",
"author_login": "zuston",
"committed_at": "2025-12-01T02:29:08Z",
"body_truncated": true,
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{
"oid": "43bfd2012b624b3eb91f473582073784cdcf4072",
"body": "…ion (#2680)\n\n### What changes were proposed in this pull request?\n\nThis PR is to fix the potential data mismatch when encountering the duplicate blockIds when the overlapping decompression is enabled.\n\nIn the one batch remote fetching, if partial blocks should be filtered out due to duplicating or \n[…]\neded?\n\nfix the data mismatch cases, that is found by the uniffle integrity validation mechanism.\n\n### Does this PR introduce _any_ user-facing change?\n\nNo.\n\n### How was this patch tested?\n\nUnit tests.",
"is_bot": false,
"headline": "[#2679] fix(spark): Potential data mismatch on overlapping decompress…",
"author_name": "Junfan Zhang",
"author_login": "zuston",
"committed_at": "2025-11-24T02:20:40Z",
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"oid": "b6848f86c2107fe3a5d2428e4eed1debb88f00f0",
"body": "…ty validation for Gluten (#2683)\n\n### What changes were proposed in this pull request?\n\nMake `shuffleWriteTaskStats` visible about integrity validation for Gluten\n\n### Why are the changes needed?\n\ntracked in #2682 \n\n### Does this PR introduce _any_ user-facing change?\n\nNo.\n\n### How was this patch tested?\n\nNeedn't",
"is_bot": false,
"headline": "[#2682] feat(spark): Make shuffleWriteTaskStats visible about integri…",
"author_name": "Junfan Zhang",
"author_login": "zuston",
"committed_at": "2025-11-21T08:00:30Z",
"body_truncated": false,
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{
"oid": "d6df94ca8ed313ec63986273a744fa3574e78b98",
"body": "…t on integrity validation (#2681)\n\n### What changes were proposed in this pull request?\n\nThis PR is to fix the incorrect aggregated expected record numbers when the partition split is activate. \n\n### Why are the changes needed?\n\nIf the partition split is activate and the server management is enable\n[…]\n for the integrity validation, the records check will fail due to the unmerged partition stats. \n\n### Does this PR introduce _any_ user-facing change?\n\nNo.\n\n### How was this patch tested?\n\nUnit tests.",
"is_bot": false,
"headline": "[#2673] feat(spark)(part-2): Merge partition stats for partition spli…",
"author_name": "Junfan Zhang",
"author_login": "zuston",
"committed_at": "2025-11-21T03:37:16Z",
"body_truncated": true,
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{
"oid": "afe1b9a52d69abc28c8e693620c5170e101dbf88",
"body": "…on noise (#2677)\n\n### What changes were proposed in this pull request?\n\nMove the reassign info logs to DEBUG to cut down on noise\n\n### Why are the changes needed?\n\nto reduce nosiy logs\n\n### Does this PR introduce _any_ user-facing change?\n\nNo.\n\n### How was this patch tested?\n\nNeedn't",
"is_bot": false,
"headline": "improvement(spark): Move the reassign info logs to DEBUG to cut down …",
"author_name": "Junfan Zhang",
"author_login": "zuston",
"committed_at": "2025-11-19T04:04:27Z",
"body_truncated": false,
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{
"oid": "de55bd90eecab19301c688a105f85a9b7873774a",
"body": "…ition stats on shuffle servers (#2669)\n\n### What changes were proposed in this pull request?\n\nThis is the part-1 PR only with uniffle client changes of making the partition stats stored in the shuffle-server side to make the integrity validation mechanism more stable. BTW, the shuffle-servers side \n[…]\n the blockID store did.\n\n### Does this PR introduce _any_ user-facing change?\n\n`spark.rss.client.integrityValidation.serverManagementEnabled=false`\n\n### How was this patch tested?\n\nInternal job tests.",
"is_bot": false,
"headline": "[#2673] feat(spark)(part-1): Add client-side support for storing part…",
"author_name": "Junfan Zhang",
"author_login": "zuston",
"committed_at": "2025-11-14T06:06:33Z",
"body_truncated": true,
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{
"oid": "b40c5091dc1d11d39df24047613468be1b17dde3",
"body": "…k handle it haven't bee updated (#2667)\n\n### What changes were proposed in this pull request?\n\nReconstruct the shuffle handle information from static spark handle if it hasn’t been updated. This means the latest shuffle handle data will no longer need to be transmitted through the RPC layer, reduci\n[…]\nanged, this behavior provides a natural point for optimization.\n\n### Does this PR introduce _any_ user-facing change?\n\nNo.\n\n### How was this patch tested?\n\nExisting tests could cover this PR's change.",
"is_bot": false,
"headline": "[#2665] feat(spark): Reconstruct the shuffle handle from initial spar…",
"author_name": "Junfan Zhang",
"author_login": "zuston",
"committed_at": "2025-11-13T12:23:19Z",
"body_truncated": true,
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{
"oid": "d6c5988208f071d7f2e226c3c45b8f623c49ff71",
"body": "### What changes were proposed in this pull request?\n\nShow the shuffle failure reason into the spark UI\n\n### Why are the changes needed?\n\nfollowup issue #2508 to be more easier to find out the root cause of shuffle failure\n\n### Does this PR introduce _any_ user-facing change?\n\nNo.\n\n### How was this patch tested?\n\nInternal job tests",
"is_bot": false,
"headline": "feat(spark): Show shuffle failures into spark UI (#2668)",
"author_name": "Junfan Zhang",
"author_login": "zuston",
"committed_at": "2025-11-13T09:01:22Z",
"body_truncated": false,
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{
"oid": "f736c730262855bb97ee6fc2f3f5a6a461ae164c",
"body": "…ecompression is enabled (#2650)\n\n### What changes were proposed in this pull request?\n\nCorrect fetched bytes metric when overlapping decompression is enabled\n\n### Why are the changes needed?\n\nIn the current codebase, the shuffle read bytes will be as the uncompressed byte size, that is inconsistent with the writer side statistics.\n\n### Does this PR introduce _any_ user-facing change?\n\nNo.\n\n### How was this patch tested?\n\nInternal job tests.",
"is_bot": false,
"headline": "[#2648] fix(spark): Incorrect fetched bytes metric when overlapping d…",
"author_name": "Junfan Zhang",
"author_login": "zuston",
"committed_at": "2025-11-11T01:52:41Z",
"body_truncated": false,
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{
"oid": "a37936f2bc34f6c38082ea85559ea70ebfdc0f26",
"body": "### What changes were proposed in this pull request?\n\n1. Add compression for task write stats\n2. Optional blocks number check mechanism (disabled by default)\n\n### Why are the changes needed?\n\nTo reduce the task write stats size\n\n### Does this PR introduce _any_ user-facing change?\n\n`spark.rss.client.integrityValidation.blockNumberCheckEnabled=false`\n\n### How was this patch tested?\n\nUnit tests.",
"is_bot": false,
"headline": "[#2652] feat(spark): Add compression for task write stats (#2666)",
"author_name": "Junfan Zhang",
"author_login": "zuston",
"committed_at": "2025-11-07T05:56:36Z",
"body_truncated": false,
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{
"oid": "1f371e854314a92aaa115dedcfbb0e2194617f7b",
"body": "### What changes were proposed in this pull request?\n\nMake integrity validation disabled by default\n\n### Why are the changes needed?\n\nthis feature is still in experimental\n\n### Does this PR introduce _any_ user-facing change?\n\nNo.\n\n### How was this patch tested?\n\nNeedn't",
"is_bot": false,
"headline": "feat(spark): Make integrity validation disabled by default (#2664)",
"author_name": "Junfan Zhang",
"author_login": "zuston",
"committed_at": "2025-11-06T03:39:40Z",
"body_truncated": false,
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{
"oid": "17d2b257e3094d3d4d285d1ff0e584e51ecefae2",
"body": "…ompressing data (#2651)\n\n### What changes were proposed in this pull request?\n\nThis PR is to introduce the timeout mechanism when getting the overlapping decompression data.\n\n### Why are the changes needed?\n\nIf not having this PR, the blocking wait have the potential risk to forever hang of the tas\n[…]\nintroduce _any_ user-facing change?\n\n`rss.client.read.overlappingDecompressionFetchSecondsThreshold=-1`, this mechanism will be disabled by default.\n\n### How was this patch tested?\n\nInternal job tests",
"is_bot": false,
"headline": "[#2649] feat(spark): Introduce timeout mechanism when getting the dec…",
"author_name": "Junfan Zhang",
"author_login": "zuston",
"committed_at": "2025-11-04T09:11:52Z",
"body_truncated": true,
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{
"oid": "6e24451231d5f56c797429a6fd83dd2e0b39ce72",
"body": "### What changes were proposed in this pull request?\n\nenhance the spark client logs\n\n### Why are the changes needed?\n\nThis PR aims to simplify and enhance the Spark client logs.\n\n### Does this PR introduce _any_ user-facing change?\n\nNo.\n\n### How was this patch tested?\n\nNeedn't",
"is_bot": false,
"headline": "refactor: Enhance spark client logs (#2662)",
"author_name": "Junfan Zhang",
"author_login": "zuston",
"committed_at": "2025-11-03T12:14:04Z",
"body_truncated": false,
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{
"oid": "d9815c06fea0f98a4afe2135869a7dc443c0fc93",
"body": "…is (#2657)\n\n### What changes were proposed in this pull request?\n\nThis PR is to add the detailed integrity validation failure analysis to hopefully get the concrate upstream task attempt id for the further dig.\n\n### Why are the changes needed?\n\nthe followup for the #2653 \n\n### Does this PR introduce _any_ user-facing change?\n\n`spark.rss.client.integrityValidation.failureAnalysisEnabled=false`\n\n### How was this patch tested?\n\nUnit tests.",
"is_bot": false,
"headline": "[#2652] feat(spark): Add detailed integrity validation failure analys…",
"author_name": "Junfan Zhang",
"author_login": "zuston",
"committed_at": "2025-11-03T02:06:25Z",
"body_truncated": false,
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{
"oid": "bef547d44650738256adac05162b2a3efacb8c74",
"body": "… worker (#2661)\n\n### What changes were proposed in this pull request?\n\nfix npe on adding data into overlapping decompression worker\n\n### Why are the changes needed?\n\nfix #2654 \n\n### Does this PR introduce _any_ user-facing change?\n\nNo.\n\n### How was this patch tested?\n\ninternal job tests",
"is_bot": false,
"headline": "[#2654] fix(spark): NPE on adding data into overlapping decompression…",
"author_name": "Junfan Zhang",
"author_login": "zuston",
"committed_at": "2025-11-03T01:51:29Z",
"body_truncated": false,
"is_coding_agent": false
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{
"oid": "8124152504ee823fbfdde7646cf812290f51c8de",
"body": "…660)\n\n### What changes were proposed in this pull request?\n\nSimplify client output logs for writer/reader\n\n### Why are the changes needed?\n\nToo much unncessary logs are so mess\n\n### Does this PR introduce _any_ user-facing change?\n\nNo.\n\n### How was this patch tested?\n\nNeedn't",
"is_bot": false,
"headline": "improvement(spark): Simplify client output logs for writer/reader (#2…",
"author_name": "Junfan Zhang",
"author_login": "zuston",
"committed_at": "2025-11-03T01:51:11Z",
"body_truncated": false,
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{
"oid": "8bfe1d33c08bcfb8739339d379961584995bd15c",
"body": null,
"is_bot": false,
"headline": "chore: fix typo in `applicationpage.js` (#2656)",
"author_name": "Ruilei Ma",
"author_login": "merrily01",
"committed_at": "2025-10-29T11:24:57Z",
"body_truncated": false,
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{
"oid": "6aef84634d7abfed1f65a4e8c37cfa95b3fd7591",
"body": "…re data consistency (#2653)\n\n### What changes were proposed in this pull request?\n\nThis PR ensures end-to-end data consistency by verifying the record counts of each partition.\nIn this initial step, ShuffleWriteTaskStats is introduced to store record counts for validation.\nIn the next phase, this m\n[…]\n# Why are the changes needed?\n\nfor the #2652\n\n### Does this PR introduce _any_ user-facing change?\n\n`spark.rss.client.integrityValidation.enabled=false` . \n\n### How was this patch tested?\n\nUnit tests.",
"is_bot": false,
"headline": "[#2652] feat(spark): Introduce partition records number check to ensu…",
"author_name": "Junfan Zhang",
"author_login": "zuston",
"committed_at": "2025-10-29T03:34:19Z",
"body_truncated": true,
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{
"oid": "5671a05b113a09065ebd5fb51bc4d492353b9283",
"body": "…sion is enabled (#2647)\n\n### What changes were proposed in this pull request?\n\nThis PR is to fix the decompression time is always 0 when overlapping decompression is enabled\n\n### Why are the changes needed?\n\nWhen the overlapping decompression is enabled, the decompression time is always zero.\n\n<img\n[…]\nrc=\"https://github.com/user-attachments/assets/098a95ff-6a75-4a50-80bb-b7cbef1f5d25\" />\n\n\n### Does this PR introduce _any_ user-facing change?\n\nNo.\n\n### How was this patch tested?\n\nInternal job tests.",
"is_bot": false,
"headline": "fix(spark): decompression time is always 0 when overlapping decompres…",
"author_name": "Junfan Zhang",
"author_login": "zuston",
"committed_at": "2025-10-22T07:36:04Z",
"body_truncated": true,
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{
"oid": "5edf952826aebbbbfaade287e1c39171394d6c43",
"body": "…kInfo (#2638)\n\n### What changes were proposed in this pull request?\nFix `IllegalReferenceCountException` about ShuffleBlockInfo\n\n### Why are the changes needed?\nfor https://github.com/apache/uniffle/issues/2517\n\n### Does this PR introduce any user-facing change?\nNo.\n\n### How was this patch tested?\ncurrent UT",
"is_bot": false,
"headline": "[#2517] fix(client): IllegalReferenceCountException about ShuffleBloc…",
"author_name": "Neo Chien",
"author_login": "cchung100m",
"committed_at": "2025-10-20T09:49:52Z",
"body_truncated": false,
"is_coding_agent": false
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{
"oid": "42c5d9f79b3fc90b9bdd0a9058c0954dbc9d5510",
"body": "### What changes were proposed in this pull request?\n\nInvolve shuffle failure into the event logs\n\n### Why are the changes needed?\n\nfor #2644\n\n### Does this PR introduce _any_ user-facing change?\n\nNo.\n\n### How was this patch tested?\n\nInternal job tests",
"is_bot": false,
"headline": "[#2644] feat(spark): Involve shuffle failure into the event logs (#2645)",
"author_name": "Junfan Zhang",
"author_login": "zuston",
"committed_at": "2025-10-20T09:49:28Z",
"body_truncated": false,
"is_coding_agent": false
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{
"oid": "11881ab92706bb8cf3a2bad556ed5e545ac890cb",
"body": "…641)\n\n### What changes were proposed in this pull request?\n\nThis PR is to Involve background prefetch time in spark UI\n\n### Why are the changes needed?\n\nfor #2640 \n\n### Does this PR introduce _any_ user-facing change?\n\nNo.\n\n### How was this patch tested?\n\nInternal job test",
"is_bot": false,
"headline": "[#2640] feat(spark): Involve background prefetch time in spark UI (#2…",
"author_name": "Junfan Zhang",
"author_login": "zuston",
"committed_at": "2025-10-15T01:37:57Z",
"body_truncated": false,
"is_coding_agent": false
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{
"oid": "895291322752741603966d55295f01b26b8379ea",
"body": null,
"is_bot": false,
"headline": "chore: Add the space for ComposedClientReadHandler log (#2643)",
"author_name": "Junfan Zhang",
"author_login": "zuston",
"committed_at": "2025-10-15T01:37:21Z",
"body_truncated": false,
"is_coding_agent": false
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{
"oid": "1642c4dce78c8337a10b208a8389a090a906998b",
"body": "…n spark UI (#2639)\n\n### What changes were proposed in this pull request?\n\nTo show the background overlapping decompress time in Spark UI\n\n### Why are the changes needed?\n\nMore easiler to observe the performance improvement ratio\n\n### Does this PR introduce _any_ user-facing change?\n\nNo.\n\n### How was this patch tested?\n\nInternal job tests.",
"is_bot": false,
"headline": "[#2494] feat(spark): Involve background overlapping decompress time i…",
"author_name": "Junfan Zhang",
"author_login": "zuston",
"committed_at": "2025-10-14T05:48:07Z",
"body_truncated": false,
"is_coding_agent": false
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{
"oid": "4805d1335aae06fa699ee3c2f17d94f599f3cb2c",
"body": "…PC cost when partition reassign is enabled (#2637)\n\n### What changes were proposed in this pull request?\n\nThis PR is to introduce the cache mechanism to cache the read shuffle handle info to reduce the RPC cost and driver the GC pressure when the partition reassign is enabled\n\n### Why are the chang\n[…]\nhuffle info getting for the reader side. \n\n### Does this PR introduce _any_ user-facing change?\n\nYes.\n\n`rss.client.read.shuffleHandleCacheEnabled=false`\n\n### How was this patch tested?\n\nExisting tests",
"is_bot": false,
"headline": "[#2636] feat(spark): Cache shuffle handle info for reader to reduce R…",
"author_name": "Junfan Zhang",
"author_login": "zuston",
"committed_at": "2025-09-30T06:22:27Z",
"body_truncated": true,
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{
"oid": "872926122a67d6dc8da8fb5a9286d6dd0b86bf95",
"body": "…osition and limit (#2634)\n\n### What changes were proposed in this pull request?\n\nRefactor the uncompression buffer to reset by the explicit position=0 and limit=len\n\n### Why are the changes needed?\n\nThis may be related with the bug #2630 \n\n### Does this PR introduce _any_ user-facing change?\n\nNo.\n\n### How was this patch tested?\n\nExisting tests",
"is_bot": false,
"headline": "improvement(spark): Always reset decompression buffer with explicit p…",
"author_name": "Junfan Zhang",
"author_login": "zuston",
"committed_at": "2025-09-30T02:17:39Z",
"body_truncated": false,
"is_coding_agent": false
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{
"oid": "1d162dcf65b247d298fb35d1b64e1c392f40f285",
"body": "…port retry (#2632)\n\n### What changes were proposed in this pull request?\n\nSolve the problem of data loss caused by Spark task retries and Block metadata Report retries.\n\n### Why are the changes needed?\n\nFix: #2631 \n\n### Does this PR introduce _any_ user-facing change?\n\nNo.\n\n### How was this patch tested?\n\nExist UT.",
"is_bot": false,
"headline": "[#2631] fix(server): Potential data loss due to the shuffle result re…",
"author_name": "yl09099",
"author_login": "yl09099",
"committed_at": "2025-09-26T09:34:32Z",
"body_truncated": false,
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{
"oid": "770eab1245d3df79d41b11f985aa387a17a6104b",
"body": "…ion (#2633)\n\n### What changes were proposed in this pull request?\n\n1. Add more statistics about overlapping decompression to measure speedup ratio\n\n### Why are the changes needed?\n\n#2494 \n\n### Does this PR introduce _any_ user-facing change?\n\nNo.\n\n### How was this patch tested?\n\nNeen't",
"is_bot": false,
"headline": "[#2494] feat(spark): Add more statistics about overlapping decompress…",
"author_name": "Junfan Zhang",
"author_login": "zuston",
"committed_at": "2025-09-26T09:34:06Z",
"body_truncated": false,
"is_coding_agent": false
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{
"oid": "1bd7468863d1c75424c9b31f77ba9b8166933afd",
"body": "… to driver (#2629)\n\n### What changes were proposed in this pull request?\n\nSkip failure when reporting shuffle write metrics to driver\n\n### Why are the changes needed?\n\nfollowup the PR for the #2592 \n\n### Does this PR introduce _any_ user-facing change?\n\nNo.\n\n### How was this patch tested?\n\nNeedn't\n\nCo-authored-by: Junfan Zhang <zhangjunfan@qiyi.com>",
"is_bot": false,
"headline": "[#2592] fix(spark): Skip failure when reporting shuffle write metrics…",
"author_name": "Junfan Zhang",
"author_login": "zuston",
"committed_at": "2025-09-25T02:30:40Z",
"body_truncated": false,
"is_coding_agent": false
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{
"oid": "96e96f8e5c2ae2c38d73313beee6b4c9cb26cbcc",
"body": "…agerClient (#2627)\n\n### What changes were proposed in this pull request?\n\nRespect `rss.client.rpc.maxAttempts` in ShuffleManagerClient\n\n### Why are the changes needed?\n\n#2626 \n\n### Does this PR introduce _any_ user-facing change?\n\nNo.\n\n### How was this patch tested?\n\nNeen't\n\nCo-authored-by: Junfan Zhang <zhangjunfan@qiyi.com>",
"is_bot": false,
"headline": "[#2626] feat(spark): Respect rss.client.rpc.maxAttempts in ShuffleMan…",
"author_name": "Junfan Zhang",
"author_login": "zuston",
"committed_at": "2025-09-25T02:30:13Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3ccd91f1bcc85cc791ab1017ba199d38679118cd",
"body": "…h for getLocalShuffleDataV3 (#2617)\n\n### What changes were proposed in this pull request?\nAdd test case for Incorrect header length for getLocalShuffleDataV3\n\n### Why are the changes needed?\nfor https://github.com/apache/uniffle/issues/2614\n\n### Does this PR introduce any user-facing change?\nNo.\n\n### How was this patch tested?\nUT",
"is_bot": false,
"headline": "[#2614] improvement(client): Add test case for Incorrect header lengt…",
"author_name": "Neo Chien",
"author_login": "cchung100m",
"committed_at": "2025-09-22T09:02:42Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6ad3aa0f34c7d58ad3bf04697d9c738b0ec4df71",
"body": "### What changes were proposed in this pull request?\n\nFix the invalid reassign status show in spark UI tab\n\n### Why are the changes needed?\n\nIn the original design, the reassign info event is sent in the final stop method. However, because the post operation runs asynchronously, the listener may not receive the event before the JVM shuts down, so the event is effectively dropped.\n\n### Does this PR introduce _any_ user-facing change?\n\nNo.\n\n### How was this patch tested?\n\nInternal spark job test",
"is_bot": false,
"headline": "[#2618] fix(spark): Invalid reassign status show in spark UI tab (#2620)",
"author_name": "Junfan Zhang",
"author_login": "zuston",
"committed_at": "2025-09-22T08:56:36Z",
"body_truncated": false,
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{
"oid": "abca5814f3c9ed6a3e5604ec102cfb37cf784133",
"body": "…ionSplitAssignment (#2623)\n\n### What changes were proposed in this pull request?\n\nMake shuffleServerInfo comparable for `updatePartitionSplitAssignment`\n\n### Why are the changes needed?\n\nfix 2622\n\n### Does this PR introduce _any_ user-facing change?\n\nNo.\n\n### How was this patch tested?\n\nUnit tests",
"is_bot": false,
"headline": "[#2622] fix(spark): Make shuffleServerInfo comparable on updatePartit…",
"author_name": "Junfan Zhang",
"author_login": "zuston",
"committed_at": "2025-09-19T07:52:05Z",
"body_truncated": false,
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{
"oid": "9338529baec1086a46220c9b6090623d009c441d",
"body": "### What changes were proposed in this pull request?\n\nFix the NPE in `ShuffleReadTimes.merge`\n\n### Why are the changes needed?\n\nfix #2619\n\n### Does this PR introduce _any_ user-facing change?\n\nNo.\n\n### How was this patch tested?\n\nNeen't",
"is_bot": false,
"headline": "[#2619] fix(spark): NPE in ShuffleReadTimes.merge (#2621)",
"author_name": "Junfan Zhang",
"author_login": "zuston",
"committed_at": "2025-09-19T06:17:35Z",
"body_truncated": false,
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{
"oid": "ad66fe9d55c2afd69df08d3f93f44d2ef6880fa1",
"body": "This reverts commit 10aa39dccb6d3b3d9ee681ee335d5af4b00934aa.",
"is_bot": false,
"headline": "Revert \"Remove protected branch (#2615)\" (#2624)",
"author_name": "Junfan Zhang",
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"headline": "fix: Remove incubator to correct uniffle svn url (#2625)",
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"headline": "Remove protected branch (#2615)",
"author_name": "roryqi",
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"oid": "1a46e2d0ce3775826654271e9a86e1287ea0a338",
"body": "…rk (#2600)\n\n### What changes were proposed in this pull request?\n\nFix bug: Incorrect shuffle read metric for Spark\n\n### Why are the changes needed?\nfor https://github.com/apache/uniffle/issues/2599\n\n### Does this PR introduce any user-facing change?\nNo.\n\n### How was this patch tested?\nUT",
"is_bot": false,
"headline": "[#2599] fix(spark): Fix bug the incorrect shuffle read metric for spa…",
"author_name": "Neo Chien",
"author_login": "cchung100m",
"committed_at": "2025-09-16T06:07:01Z",
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"oid": "04964f30e367e5d698f2965c287474ded0f0b71b",
"body": "### What changes were proposed in this pull request?\n\nIntroduce a configuration `mapreduce.rss.client.combiner.enable` to control whether the map-stage combiner runs in Uniffle MapReduce client. \nDefault value is `false` to prevent job instability caused by large send-buffer GC storm.\n\n### Why are \n[…]\n minutes.\n\nThese logs demonstrate that disabling the map-stage combiner avoids severe GC overhead and job stalls, validating the safety switch.\n\n---------\n\nCo-authored-by: Lobo2008 <842315999@qq.coom>",
"is_bot": false,
"headline": "[#2606] feat(mr): Add safety switch for map-stage combiner (#2607)",
"author_name": "l.zonghai",
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"body": "…uten can invoke it to trigger reassign ASSP (#2610)\n\n### What changes were proposed in this pull request?\n\nThis PR is exposing the `checkDataIfAnyFailure` method with protected modifier, so that the Gluten can invoke this to trigger reassign mechanism as soon as possible.\n\n### Why are the changes needed?\n\nfor #2609 \n\n### Does this PR introduce _any_ user-facing change?\n\nNo.\n\n### How was this patch tested?\n\nNeen't",
"is_bot": false,
"headline": "[#2609] feat(spark): Expose `checkDataIfAnyFailure` method so that Gl…",
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"body": "…taV3 (#2605)\n\n### What changes were proposed in this pull request?\n\nFix missing task_id propagation in getLocalShuffleDataV3\n\n### Why are the changes needed?\n\nTask_id is invalid \n\n### Does this PR introduce _any_ user-facing change?\n\nNo.\n\n### How was this patch tested?\n\nInternal tests.",
"is_bot": false,
"headline": "[#2591] fix(client): Missing task_id propagation in getLocalShuffleDa…",
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"body": "…3 (#2604)\n\n### What changes were proposed in this pull request?\n\nFix incorrect header length for getLocalShuffleDataV3\n\n### Why are the changes needed?\n\nThis will make getLocalShuffleDataV3 invalid\n\n### Does this PR introduce _any_ user-facing change?\n\nNo.\n\n### How was this patch tested?\n\nTested in our internal jobs.",
"is_bot": false,
"headline": "[#2591] fix(client): Incorrect header length for getLocalShuffleDataV…",
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"body": "…d plan (#2603)\n\n### What changes were proposed in this pull request?\n\nThis PR introduces a mechanism to report localfile read plan, and the changes only are scoped in the client side. More changes should be added in the shuffle server in the future.\n\n### Why are the changes needed?\n\nFor normal part\n[…]\n thereby benefit from read-ahead optimization.\n\n### Does this PR introduce _any_ user-facing change?\n\nYes. And this feature will be disabled by default\n\n### How was this patch tested?\n\nExisting tests.",
"is_bot": false,
"headline": "[#2591] feat(client): Introduce the mechanism to report localfile rea…",
"author_name": "Junfan Zhang",
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"body": "…read (#2602)\n\n### What changes were proposed in this pull request?\n\nThis PR is to introduce the overlapping decompression for the shuffle reading for the better shuffle speed.\n\n### Why are the changes needed?\n\nfor #2601\n\nWhen applying the https://github.com/apache/uniffle/pull/2598 into the benchma\n[…]\nge\" src=\"https://github.com/user-attachments/assets/707598fb-0850-4d38-8453-f34f852fc6af\" />\n\n\n### Does this PR introduce _any_ user-facing change?\n\nYes\n\n### How was this patch tested?\n\n1. Unit tests.",
"is_bot": false,
"headline": "[#2601] feat(spark): Introduce overlapping decompression for shuffle …",
"author_name": "Junfan Zhang",
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"body": "### What changes were proposed in this pull request?\n\nAdd statistic of shuffle read times to find the bottleneck for shuffle reading\n\n### Why are the changes needed?\n\nfor #2569\n\n### Does this PR introduce _any_ user-facing change?\n\nNo.\n\n### How was this patch tested?\n\nTests in cluster",
"is_bot": false,
"headline": "[#2569] feat(spark): Add statistic of shuffle read times (#2598)",
"author_name": "Junfan Zhang",
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"body": "…s to driver (#2593)\n\n### What changes were proposed in this pull request?\n\nIgnore failure when reporting shuffle read metrics to driver\n\n### Why are the changes needed?\n\nfix #2592 \n\n### Does this PR introduce _any_ user-facing change?\n\nNo.\n\n### How was this patch tested?\n\nNeedn't",
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"headline": "[#2592] fix(spark): Ignore failure when reporting shuffle read metric…",
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"body": "…egative (#2589)\n\n### What changes were proposed in this pull request?\nFix java.lang.IndexOutOfBoundsException: len is negative\n\n### Why are the changes needed?\nfor https://github.com/apache/uniffle/issues/2575\n\n### Does this PR introduce any user-facing change?\nNo.\n\n### How was this patch tested?\nUT",
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"headline": "[#2575] fix(spark): Fix java.lang.IndexOutOfBoundsException: len is n…",
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"body": "### What changes were proposed in this pull request?\n\n1. Enable overlapping compression by default\n2. Add doc for this feature\n\n### Why are the changes needed?\n\nfor #2494 \n\n### Does this PR introduce _any_ user-facing change?\n\nYes.\n\n### How was this patch tested?\n\nNeedn't",
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"body": "…it with LOAD_BALANCE mode without reassign (#2587)\n\n### What changes were proposed in this pull request?\n\nThis PR is to support writer switching servers on partition split with LOAD_BALANCE mode without reassign. \n\n### Why are the changes needed?\n\nfix #2586 \n\n### Does this PR introduce _any_ user-facing change?\n\nNo.\n\n### How was this patch tested?\n\nUnit tests",
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"headline": "[#2586] fix(spark): Support writer switching servers on partition spl…",
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"body": "…cas for reader (#2584)\n\n### What changes were proposed in this pull request?\n\nOnly enable taskIds filter mechanism on AQE skew hit and multi replicas. Previously, when multi shuffle servers are assigned for reader to read, it will enable this mechanism, that will hurt the shuffle-servers performanc\n[…]\ntition reassign (partition split) is enabled.\n\n### Why are the changes needed?\n\nTo fix #2583 \n\n### Does this PR introduce _any_ user-facing change?\n\nNo.\n\n### How was this patch tested?\n\nExisting tests",
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"headline": "[#2583] fix(spark): Enable taskIds filter only on AQE and multi repli…",
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"body": "…HandleInfo` to reduce RPC memory overhead (#2578)\n\n### What changes were proposed in this pull request?\n\nThis PR uses a space-efficient protobuf data structure to store the partitions-to-servers mapping, thereby reducing the RPC cost.\n\n### Why are the changes needed?\n\nThis is the part of PR for the\n[…]\nfor RPC transfers, which could significantly increase the frequency of driver garbage collection.\n\n### Does this PR introduce _any_ user-facing change?\n\nNo\n\n### How was this patch tested?\n\nUnit tests.",
"is_bot": false,
"headline": "[#2568] feat(spark): Use space-efficient protobuf for `MutableShuffle…",
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"body": "### What changes were proposed in this pull request?\nAdd some docs for LAB\n\n### Why are the changes needed?\nFix: #2527\n\n### Does this PR introduce any user-facing change?\nNo.\n\n### How was this patch tested?\nCI",
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"body": "…ion (#2580)\n\n### What changes were proposed in this pull request?\n\nThis PR fixes the partition length calculation for overlapping compression. Previously, when overlapping compression was enabled, the partition length was recorded as the uncompressed length, which broke the default Spark semantics.\n[…]\nct semantic of partition length for overlapping compression, this will effect the AQE rules.\n\n### Does this PR introduce _any_ user-facing change?\n\nNo.\n\n### How was this patch tested?\n\nExisting tests.",
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"body": "…ate` to align with method semantics (#2582)\n\n### What changes were proposed in this pull request?\n\nUse `SparkContext.getActive` instead of `getOrCreate` to better align with the intended semantics for external invocation.\n\n### Why are the changes needed?\n\nFix #2581\n\n### Does this PR introduce _any_ user-facing change?\n\nNo.\n\n### How was this patch tested?\n\nAdded unit test",
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"body": "…oncurrent hashmap (#2577)\n\n### What changes were proposed in this pull request?\n\nCache the java9+ var to eliminate lock when creating concurrent hashmap\n\n### Why are the changes needed?\n\nfix #2576 .\n\n`Enums.getIfPresent` will always using the global lock, this is unnecessary and hurt the performance\n\n### Does this PR introduce _any_ user-facing change?\n\nNo.\n\n### How was this patch tested?\n\nExisting tests.",
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"body": "### What changes were proposed in this pull request?\n\nUsing the thread safe way to add shuffle-servers to emlinate race condition\n\n### Why are the changes needed?\n\nfix #2571\n\n### Does this PR introduce _any_ user-facing change?\n\nNo.\n\n### How was this patch tested?\n\nNeedn't",
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{
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},
{
"name": "org.projectlombok:lombok",
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},
{
"name": "org.apache.uniffle:rss-server-common",
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},
{
"name": "org.projectlombok:lombok",
"manifest": "dashboard/pom.xml",
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},
{
"name": "org.apache.uniffle:rss-common",
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},
{
"name": "io.grpc:grpc-netty-shaded",
"manifest": "internal-client/pom.xml",
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},
{
"name": "javax.activation:activation",
"manifest": "pom.xml",
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},
{
"name": "com.google.errorprone:error_prone_annotations",
"manifest": "pom.xml",
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"version_constraint": null
},
{
"name": "com.github.spotbugs:spotbugs-annotations",
"manifest": "pom.xml",
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"version_constraint": null
},
{
"name": "org.slf4j:slf4j-api",
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},
{
"name": "org.apache.logging.log4j:log4j-slf4j-impl",
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},
{
"name": "org.apache.logging.log4j:log4j-api",
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},
{
"name": "org.apache.logging.log4j:log4j-core",
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"version_constraint": null
},
{
"name": "com.google.protobuf:protobuf-java-util",
"manifest": "pom.xml",
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"version_constraint": "${protobuf.version}"
},
{
"name": "io.grpc:grpc-netty-shaded",
"manifest": "pom.xml",
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"version_constraint": "${grpc.version}"
},
{
"name": "io.grpc:grpc-protobuf",
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},
{
"name": "io.grpc:grpc-stub",
"manifest": "pom.xml",
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},
{
"name": "com.google.code.gson:gson",
"manifest": "pom.xml",
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"version_constraint": "${gson.version}"
},
{
"name": "io.netty:netty-all",
"manifest": "pom.xml",
"ecosystem": "maven",
"version_constraint": "${netty.version}"
},
{
"name": "com.google.guava:guava",
"manifest": "pom.xml",
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"version_constraint": "${guava.version}"
},
{
"name": "io.dropwizard.metrics:metrics-core",
"manifest": "pom.xml",
"ecosystem": "maven",
"version_constraint": "${metrics.version}"
},
{
"name": "javax.annotation:javax.annotation-api",
"manifest": "pom.xml",
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},
{
"name": "org.apache.uniffle:rss-proto",
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},
{
"name": "org.apache.uniffle:rss-common",
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},
{
"name": "org.apache.uniffle:rss-internal-client",
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},
{
"name": "org.apache.uniffle:rss-client",
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},
{
"name": "org.apache.uniffle:rss-server-common",
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},
{
"name": "org.apache.uniffle:shuffle-server",
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},
{
"name": "org.apache.uniffle:cli",
"manifest": "pom.xml",
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},
{
"name": "org.apache.uniffle:coordinator",
"manifest": "pom.xml",
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},
{
"name": "org.apache.uniffle:shuffle-storage",
"manifest": "pom.xml",
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},
{
"name": "commons-logging:commons-logging",
"manifest": "pom.xml",
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},
{
"name": "org.apache.commons:commons-lang3",
"manifest": "pom.xml",
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},
{
"name": "org.apache.commons:commons-collections4",
"manifest": "pom.xml",
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},
{
"name": "commons-codec:commons-codec",
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},
{
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},
{
"name": "org.apache.uniffle:client-mr",
"manifest": "pom.xml",
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},
{
"name": "org.apache.hadoop:hadoop-common",
"manifest": "pom.xml",
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},
{
"name": "org.apache.hadoop:hadoop-client",
"manifest": "pom.xml",
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},
{
"name": "org.apache.httpcomponents:httpclient",
"manifest": "pom.xml",
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},
{
"name": "com.fasterxml.jackson.core:jackson-core",
"manifest": "pom.xml",
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"version_constraint": "${fasterxml.jackson.version}"
},
{
"name": "com.fasterxml.jackson.core:jackson-databind",
"manifest": "pom.xml",
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"version_constraint": "${fasterxml.jackson.version}"
},
{
"name": "com.google.errorprone:error_prone_annotations",
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},
{
"name": "io.prometheus:simpleclient",
"manifest": "pom.xml",
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},
{
"name": "io.prometheus:simpleclient_hotspot",
"manifest": "pom.xml",
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},
{
"name": "io.prometheus:simpleclient_httpserver",
"manifest": "pom.xml",
"ecosystem": "maven",
"version_constraint": "${prometheus.simpleclient.version}"
},
{
"name": "io.prometheus:simpleclient_jetty",
"manifest": "pom.xml",
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"version_constraint": "${prometheus.simpleclient.version}"
},
{
"name": "io.prometheus:simpleclient_servlet",
"manifest": "pom.xml",
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"version_constraint": "${prometheus.simpleclient.version}"
},
{
"name": "io.prometheus:simpleclient_pushgateway",
"manifest": "pom.xml",
"ecosystem": "maven",
"version_constraint": "${prometheus.simpleclient.version}"
},
{
"name": "org.roaringbitmap:RoaringBitmap",
"manifest": "pom.xml",
"ecosystem": "maven",
"version_constraint": "${roaring.bitmap.version}"
},
{
"name": "info.picocli:picocli",
"manifest": "pom.xml",
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},
{
"name": "org.lz4:lz4-java",
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},
{
"name": "org.mockito:mockito-core",
"manifest": "pom.xml",
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},
{
"name": "com.github.luben:zstd-jni",
"manifest": "pom.xml",
"ecosystem": "maven",
"version_constraint": "${zstd-jni.version}"
},
{
"name": "org.xerial.snappy:snappy-java",
"manifest": "pom.xml",
"ecosystem": "maven",
"version_constraint": "${snappy-java.version}"
},
{
"name": "commons-cli:commons-cli",
"manifest": "pom.xml",
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"version_constraint": "1.5.0"
},
{
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"manifest": "pom.xml",
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"version_constraint": "${jetty.version}"
},
{
"name": "org.eclipse.jetty:jetty-proxy",
"manifest": "pom.xml",
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},
{
"name": "org.eclipse.jetty:jetty-server",
"manifest": "pom.xml",
"ecosystem": "maven",
"version_constraint": "${jetty.version}"
},
{
"name": "org.eclipse.jetty:jetty-util",
"manifest": "pom.xml",
"ecosystem": "maven",
"version_constraint": "${jetty.version}"
},
{
"name": "org.apache.hbase.thirdparty:hbase-shaded-jersey",
"manifest": "pom.xml",
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"version_constraint": "${hbase.thirdparty.version}"
},
{
"name": "org.yaml:snakeyaml",
"manifest": "pom.xml",
"ecosystem": "maven",
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},
{
"name": "org.slf4j:slf4j-api",
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},
{
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{
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},
{
"name": "org.apache.logging.log4j:log4j-api",
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{
"name": "org.apache.logging.log4j:log4j-core",
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},
{
"name": "com.esotericsoftware:kryo-shaded",
"manifest": "pom.xml",
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"version_constraint": "${kryo.version}"
},
{
"name": "com.puppycrawl.tools:checkstyle",
"manifest": "pom.xml",
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"version_constraint": "${checkstyle.version}"
},
{
"name": "com.github.spotbugs:spotbugs",
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},
{
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{
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{
"name": "org.apache.spark:spark-sql_${scala.binary.version}",
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{
"name": "org.apache.uniffle:rss-client-spark-common",
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},
{
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{
"name": "org.apache.uniffle:rss-client-spark-common",
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},
{
"name": "io.netty:netty-all",
"manifest": "pom.xml",
"ecosystem": "maven",
"version_constraint": "${netty.version}"
},
{
"name": "org.apache.uniffle:rss-client-spark2",
"manifest": "pom.xml",
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},
{
"name": "org.apache.spark:spark-core_${scala.binary.version}",
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},
{
"name": "org.apache.spark:spark-sql_${scala.binary.version}",
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},
{
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},
{
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},
{
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},
{
"name": "org.apache.uniffle:rss-client-spark3",
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},
{
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},
{
"name": "org.apache.spark:spark-sql_${scala.binary.version}",
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{
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},
{
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{
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{
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},
{
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},
{
"name": "org.apache.spark:spark-sql_${scala.binary.version}",
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{
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{
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{
"name": "org.apache.uniffle:rss-client-spark-common",
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},
{
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},
{
"name": "org.apache.spark:spark-core_${scala.binary.version}",
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},
{
"name": "org.apache.spark:spark-sql_${scala.binary.version}",
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{
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{
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{
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{
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{
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{
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{
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{
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{
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},
{
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{
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{
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{
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{
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{
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{
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},
{
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},
{
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},
{
"name": "org.apache.spark:spark-core_${scala.binary.version}",
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},
{
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{
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{
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},
{
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{
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},
{
"name": "org.apache.spark:spark-core_${scala.binary.version}",
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{
"name": "org.apache.spark:spark-sql_${scala.binary.version}",
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{
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{
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{
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{
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{
"name": "org.apache.spark:spark-core_${scala.binary.version}",
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{
"name": "org.apache.spark:spark-sql_${scala.binary.version}",
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{
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{
"name": "org.apache.uniffle:rss-client-spark-ui",
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{
"name": "org.apache.uniffle:rss-client-spark-common",
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{
"name": "org.apache.uniffle:rss-client-spark3",
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},
{
"name": "org.apache.spark:spark-core_${scala.binary.version}",
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},
{
"name": "org.apache.spark:spark-sql_${scala.binary.version}",
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},
{
"name": "org.apache.uniffle:rss-client-spark-common",
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"unassessed_packages": 125,
"affected_by_severity": "critical 1, high 10, moderate 5, low 1, unknown 2",
"direct_affected_packages": 13
},
"components": [
{
"key": "direct_dependencies_free_of_known_advisories",
"name": "Direct dependencies free of known advisories",
"detail": "13 affected: org.apache.hadoop:hadoop-common 2.8.5 (critical 9.8), com.fasterxml.jackson.core:jackson-core 2.10.0 (high 7.5), com.fasterxml.jackson.core:jackson-databind 2.10.0 (high 8.1), +10 more",
"points": 2.5,
"status": "partial",
"details": [
{
"code": "advisories_affected",
"params": {
"count": 13,
"packages": "org.apache.hadoop:hadoop-common 2.8.5 (critical 9.8), com.fasterxml.jackson.core:jackson-core 2.10.0 (high 7.5), com.fasterxml.jackson.core:jackson-databind 2.10.0 (high 8.1)"
}
},
{
"code": "advisories_affected_more",
"params": {
"count": 10
}
}
],
"max_points": 35
},
{
"key": "indirect_dependencies_free_of_known_advisories",
"name": "Indirect dependencies free of known advisories",
"detail": "transitive set not separable from development and test dependencies in this scope",
"points": 0,
"status": "excluded",
"details": [
{
"code": "advisories_scope_not_separable",
"params": {}
}
],
"max_points": 25
},
{
"key": "no_advisories_left_outstanding",
"name": "No advisories left outstanding",
"detail": "13 advisory-carrying package(s) unaddressed past 90 days; oldest published 2672 days ago",
"points": 12,
"status": "partial",
"details": [
{
"code": "advisories_stale",
"params": {
"days": 90,
"count": 13,
"oldest": 2672
}
}
],
"max_points": 40
}
]
},
{
"key": "malicious_dependencies",
"band": "excellent",
"name": "Malicious dependencies",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"source": "osv",
"meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
"packages": [],
"red_flag": false,
"assessed_packages": 190,
"malicious_packages": 0,
"direct_malicious_packages": 0,
"withdrawn_malicious_packages": 0,
"installable_malicious_packages": 0
},
"components": [
{
"key": "no_dependency_reported_as_a_malicious_package",
"name": "No dependency reported as a malicious package",
"detail": "no dependency is reported as a malicious package",
"points": 100,
"status": "met",
"details": [
{
"code": "no_malicious_dependencies",
"params": {}
}
],
"max_points": 100
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "excellent",
"name": "High-Risk Jurisdiction Exposure",
"note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
"value": 100,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": false,
"exposures": [],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
],
"review_only_matches": 0,
"assessed_self_published_locations": 6
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
{
"code": "jurisdiction_no_match",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "moderate",
"name": "AI Readiness",
"value": 69,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "at_risk",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 0.99,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "no CLAUDE.md / AGENTS.md / editor rules",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_instructions",
"params": {}
}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "legible_commit_history",
"name": "Legible commit history",
"detail": "99 of 100 human commits state their intent (structured subject or explanatory body)",
"points": 40,
"status": "met",
"details": [
{
"code": "legible_history",
"params": {
"legible": 99,
"sampled": 100
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "good",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 75,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"go.sum"
],
"has_dockerfile": true,
"typed_language": true,
"bootstrap_files": [
"deploy/kubernetes/operator/Makefile"
],
"has_devcontainer": false,
"has_linter_config": true,
"typecheck_configs": [
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],
"agent_commit_share": 0.01,
"toolchain_manifests": [
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"client-mr/core/pom.xml",
"client-mr/hadoop2.8/pom.xml",
"client-mr/hadoop3.2/pom.xml",
"client-spark/common/pom.xml",
"client-spark/extension/pom.xml",
"client-spark/spark2-shaded/pom.xml",
"client-spark/spark2/pom.xml",
"client-spark/spark3-shaded/pom.xml",
"client-spark/spark3/pom.xml",
"client-spark/spark4-shaded/pom.xml",
"client-spark/spark4/pom.xml",
"client-tez/pom.xml",
"client/pom.xml",
"common/pom.xml",
"coordinator/pom.xml",
"dashboard/pom.xml",
"deploy/kubernetes/operator/go.mod",
"deploy/kubernetes/pom.xml",
"integration-test/common/pom.xml",
"integration-test/mr/pom.xml",
"integration-test/spark-common/pom.xml",
"integration-test/spark2/pom.xml",
"integration-test/spark3/pom.xml",
"integration-test/spark4/pom.xml",
"integration-test/tez/pom.xml",
"internal-client/pom.xml",
"pom.xml",
"proto/pom.xml",
"server-common/pom.xml",
"server/pom.xml",
"storage/pom.xml",
"tools/client-simulation-yarn/pom.xml"
],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": "deploy/kubernetes/operator/Makefile",
"points": 18,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "deploy/kubernetes/operator/Makefile"
}
}
],
"max_points": 18
},
{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 22,
"status": "met",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": ".eslintrc.js",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": ".eslintrc.js"
}
}
],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": "dashboard/src/main/webapp/jsconfig.json",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "dashboard/src/main/webapp/jsconfig.json"
}
}
],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "Dockerfile, lockfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Dockerfile, lockfile"
}
}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "1 of the last 100 commits agent-authored or agent-credited",
"points": 2,
"status": "partial",
"details": [
{
"code": "agent_authored_commits",
"params": {
"count": 1,
"sampled": 100
}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "no automated dependency updates observed",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_dependency_automation",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 1",
"points": 1,
"status": "partial",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "excellent",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"primary_language": "Java",
"largest_source_bytes": 75572,
"source_files_sampled": 1117,
"oversized_source_files": 3
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Java (statically typed)",
"points": 45,
"status": "met",
"details": [
{
"code": "statically_typed_language",
"params": {
"language": "Java"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "3/1117 source files over 60KB",
"points": 54.9,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 1117,
"oversized": 3
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "good",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 80,
"inputs": {
"example_dirs": [
"examples",
"samples"
],
"has_mcp_signal": false,
"api_schema_files": [
"proto/src/main/proto/Rss.proto"
]
},
"components": [
{
"key": "api_schema_openapi_graphql_proto",
"name": "API schema (OpenAPI/GraphQL/proto)",
"detail": "proto/src/main/proto/Rss.proto",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "proto/src/main/proto/Rss.proto"
}
}
],
"max_points": 40
},
{
"key": "mcp_server",
"name": "MCP server",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "runnable_examples",
"name": "Runnable examples",
"detail": "examples, samples",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "examples, samples"
}
}
],
"max_points": 40
}
]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
}
],
"metrics_version": "1.13.0"
},
"warnings": [
"Could not fetch maven package 'org.apache.uniffle:cli' from its registry",
"Could not fetch maven package 'org.apache.uniffle:rss-proto' from its registry",
"Could not fetch maven package 'org.apache.uniffle:rss-client' from its registry",
"Could not fetch maven package 'org.apache.uniffle:rss-common' from its registry",
"Could not fetch maven package 'org.apache.uniffle:shuffle-server' from its registry",
"Could not fetch maven package 'org.apache.uniffle:shuffle-storage' from its registry",
"Could not fetch maven package 'org.apache.uniffle:dashboard' from its registry",
"Could not fetch maven package 'org.apache.uniffle:rss-client-tez' from its registry",
"Could not fetch maven package 'org.apache.uniffle:rss-client-mr' from its registry",
"Could not fetch maven package 'org.apache.uniffle:rss-kubernetes' from its registry",
"Could not fetch maven package 'org.apache.uniffle:hadoop2.8-shim' from its registry",
"Could not fetch maven package 'org.apache.uniffle:hadoop3.2-shim' from its registry",
"Could not fetch maven package 'org.apache.uniffle:rss-client-spark-common' from its registry",
"Could not fetch maven package 'org.apache.uniffle:rss-client-spark2' from its registry",
"Could not fetch maven package 'org.apache.uniffle:rss-client-spark3' from its registry",
"Could not fetch maven package 'org.apache.uniffle:rss-client-spark4' from its registry"
],
"report_type": "repository",
"generated_at": "2026-07-21T20:20:19.713585Z",
"schema_version": "0.23.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/a/apache/uniffle.svg",
"full_name": "apache/uniffle",
"license_state": "standard",
"license_spdx": "Apache-2.0"
}
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