87 个 PR 迭代复盘|Apache SeaTunnel 5 月版本重点更新解读

社区小伙伴们,Apache SeaTunnel 5 月份月报姗姗来迟啦!

据社区统计,2026 年 5 月 apache/seatunnel 仓库累计合入 87 个 PR。本月核心迭代方向为持续完善 Connector-V2,补齐各类细节,做到生产环境可用;深耕 Zeta 引擎,优化高可用、故障恢复、监控和测试;同时强化 CI 安全与回归测试,保障主干分支迭代效率。

本月报内容包含:

  • 详细梳理当月合入 PR 的功能特性、性能优化、Bug 修复及架构改进(含全量清单)。
  • 深入分析关键技术变更的实现原理与影响范围(含 patch 级代码片段)。
  • 提供性能/稳定性对比的可复现实测口径(不虚构跑分)。
  • 总结版本演进趋势与技术发展方向。
  • 文章末尾列出 2026 年 5 月所有 PR 提交者(GitHub 用户名、贡献分类统计、贡献度排名)。

1. 当月总体画像

1.1 四大维度统计(87 PR)

从数据上来看,本月更像"把能力做实"的月份:大量修复集中在 HA/恢复/边界条件/资源与内存风险/可观测等生产痛点。

1.2 模块分布

  • seatunnel-connectors-v2:32
  • seatunnel-engine:21
  • seatunnel-connectors-v2/connector-cdc:8
  • seatunnel-e2e:6
  • docs:3
  • other:17

2. 当月功能特性与工程演进梳理

2.1 Connector-V2:HTTP Source 支持二进制下载(#10956)

这是本月最具"用户可感知"的连接器能力升级之一:把 HTTP Source 从"拉 JSON/text"扩展到"拉文件/二进制"。

从 PR patch 的变更摘要可直接验证(15 files changed, +758/-17):

  • 新增 format = "binary"
  • 新增 binary_chunk_size(默认 10MB)对大文件拆分;
  • 输出 schema 固定为 (data: bytes, relativePath: string, partIndex: long)
  • 限定 BATCH 模式;
  • 同步补齐 UT/E2E/文档(中英文)。

官方示例:

hocon 复制代码
env {
  parallelism = 1
  job.mode = "BATCH"
}

source {
  Http {
    url = "http://example.com/files/report.pdf"
    method = "GET"
    format = "binary"
    binary_chunk_size = 10485760
    schema = {
      fields {
        data = bytes
        relativePath = string
        partIndex = long
      }
    }
  }
}

sink {
  LocalFile {
    path = "/tmp/download"
    file_format = "binary"
  }
}

影响范围与升级建议:

  • 对存量任务:只要默认 format=text 不变,影响可控;但升级后建议用小流量验证下游 transform/sink 是否正确处理 bytes 类型字段。
  • 对大文件:binary_chunk_size 把单次处理的峰值内存从"文件大小级别"压缩到"chunk 级别",显著降低 OOM 风险(可用 RSS/GC 指标做量化验证)。

2.2 Engine/Zeta:dry-run 渐进式校验(#10763)

[Feature][Zeta] Implement proper dry-run mode with progressive validation layer0

工程价值:

  • 把配置错误从"运行时失败"前移到"提交前/启动前失败",降低生产回滚成本。
  • 为后续做更复杂的"渐进式校验层"(例如 connector 参数校验、schema 约束、权限/资源预检)提供框架基础。

2.3 生态能力试点与工具链

本月的特性提交还体现为"控制面/可观测/边缘采集/开发者生态"的补齐:

  • #10878:STIP-24 Phase 1 EdgeSocket ingress(边缘采集 MVP)
  • #10491:数据血缘与性能分析 trace
  • #10184:Python SDK Client(SeaTunnel REST API)
  • 多表与 schema 演进(RabbitMQ/Cassandra/SqlServer CDC/Postgres-CDC 等)

3. 性能优化与资源风险治理

该 PR 的价值更偏"可运行性/兼容性",但标题为 Improve+Upgrade,被归为"性能优化"类。

实现原理:

  • 升级 kudu-client 版本以减少与 Flink 1.15+ classpath 冲突风险;
  • 去除对 Kudu shaded Guava 的显式引用,避免依赖内部 shaded API 漂移导致的运行时问题。

可复现实测口径(建议):

  • 在 Flink 1.15+ 环境跑同一份 Kudu 作业,比较:
    • 作业启动成功率(是否卡住/是否出现 NoClassDefFoundError)
    • 启动耗时分位数(P50/P95)
    • 30 分钟稳定性(是否出现 slot allocation/release loop)

3.2 Kafka:默认缓存队列深度从 1024 降到 2 防 OOM(#10954)

标题明确写出:Reduce default reader_cache_queue_size from 1024 to 2 to prevent OOM

量化解读(可验证推导):

  • 队列深度上限减少 512 倍(1024 -> 2)。
  • 若单条缓存对象占用较大(例如包含反序列化后的 row),该默认值调整可显著降低峰值内存与 GC 压力。

建议对比指标:

  • RSS 峰值、GC 次数、Young/Old GC 耗时、OOM 发生率、吞吐变化(rows/s)。

4. Bug 修复与架构改进是 5 月主旋律

4.1 Zeta:master failover 导致 job 永久卡住(#10836)

标题信息已给出影响范围:affects BATCH / bounded source / job shutdown phase

此问题可能导致典型生产危害:

  • 作业进入"应结束"状态但无法完成 -> 资源泄漏、重复调度、数据落库不一致风险上升。

建议上线验证:

  • 模拟 master failover(或节点故障)后,观察:
    • job 是否能走完 shutdown phase 并终态一致
    • 状态清理是否存在竞态(可结合 #10687 等修复一起观察)

4.2 安全修复:日志 REST API 路径穿越(#10628)

[Fix][Zeta] Fix path traversal vulnerability in log file REST API endpoints

建议运维动作:

  • 升级后在网关/Ingress 层补充访问控制(仅授权用户可访问日志 API)。
  • 配合安全扫描验证路径穿越已被阻断(构造 ../ 请求)。

4.3 竞态/恢复链路治理(#10687 / #10842 / #10877 等)

这些修复共同指向 Zeta 在 5 月显著加强"故障后恢复链路"的健壮性,尤其是节点失败后的 state 清理竞态与 restore 过程信息复用。

5. 关键技术变更深度分析

5.1 HTTP 二进制下载(#10956):设计、语义与影响范围

核心点:

  • format=binary 将 HTTP 响应体作为 raw bytes;
  • binary_chunk_size 控制大文件拆分;
  • 输出 schema 固定化,便于下游 sink 实现明确的写入语义;
  • 限定 BATCH,避免与流式"持续下载"语义混淆。

对用户的直接价值:

  • HTTP 既能"拉接口数据",也能"拉文件",降低链路复杂度。

风险与建议:

  • chunk 拆分后,下游 sink 必须具备"按 relativePath+partIndex 拼接/写入"的语义;建议优先配合官方提供的 binary file sink 或具备 bytes 写入能力的 sink。

5.2 SQLite upsert 语法修正(#10880):为什么是 EXCLUDED

SQLite 的 upsert 语义要求在冲突更新时引用 EXCLUDED.<col> 而非 VALUES(<col>)。该 PR 把 SQL 拼接修正为:

diff 复制代码
- `col`=VALUES(`col`)
+ `col`=EXCLUDED.`col`

并新增单测做精确断言,降低回归风险。

5.3 Milvus 错误异常引用修复(#10975):排障成本的"非功能性"优化

单行 diff 却是高价值修复:

diff 复制代码
- loadStateResponse.getException()
+ queryResultsR.getException()

修复后错误信息更真实,避免排障路径走偏。

5.4 Zeta flaky test 修复(#10891):把时序依赖变为可控状态

patch 显示测试从"真实 submitJob + 等待队列"改为"mock server + mock JobHistoryService + 构造 pendingJobDAGInfo",减少非确定性因素,提升 CI 稳定性。

6. 性能/稳定性对比:统一可复现模板

5 月 PR 大量属于兼容性修复、稳定性治理、默认参数安全性调整,并不一定自带 benchmark/JMH 报告。为了让结论可验证,建议按变更类型选择指标:

  • 默认参数变更类:RSS 峰值、GC、OOM、吞吐变化。
  • chunk/切分策略类:峰值内存、端到端耗时、输出一致性(hash)。
  • 依赖升级兼容类:启动成功率、启动耗时分位数、长跑稳定性。

通用复现模板:

  1. 固定数据规模与并行度;
  2. 固定环境(CPU/内存/网络);
  3. 固定观测指标;
  4. 仅切换变更前/后版本;
  5. 保留原始日志与指标文件。

感谢所有贡献者

在五月的时光里,Apache SeaTunnel 项目能够蓬勃发展、功能日益强大,离不开每一位贡献代码的小伙伴。衷心感谢大家的辛勤付出与无私奉献,是你们用一行行代码,为项目注入了源源不断的活力!

以下为 5 月份贡献者名单:

Rank GitHub 用户名 合入 PR 数 主要贡献内容分类(计数)
1 nzw921rx 18 功能特性×2; 性能优化×1; Bug 修复×6; 架构改进×9
2 zhangshenghang 12 功能特性×0; 性能优化×0; Bug 修复×8; 架构改进×4
3 DanielLeens 8 功能特性×0; 性能优化×0; Bug 修复×1; 架构改进×7
4 CosmosNi 8 功能特性×1; 性能优化×0; Bug 修复×6; 架构改进×1
5 davidzollo 5 功能特性×1; 性能优化×1; Bug 修复×1; 架构改进×2
6 JeremyXin 4 功能特性×0; 性能优化×0; Bug 修复×0; 架构改进×4
7 CloverDew 3 功能特性×1; 性能优化×0; Bug 修复×2; 架构改进×0
8 zhiliang-wu 2 功能特性×1; 性能优化×0; Bug 修复×0; 架构改进×1
9 yzeng1618 2 功能特性×1; 性能优化×0; Bug 修复×1; 架构改进×0
10 QuakeWang 2 功能特性×0; 性能优化×0; Bug 修复×2; 架构改进×0
11 dybyte 2 功能特性×0; 性能优化×0; Bug 修复×2; 架构改进×0
12 zhangqs0205 1 功能特性×0; 性能优化×0; Bug 修复×1; 架构改进×0
13 yht0827 1 功能特性×0; 性能优化×0; Bug 修复×1; 架构改进×0
14 suhyeon729 1 功能特性×0; 性能优化×0; Bug 修复×0; 架构改进×1
15 siwen-yu 1 功能特性×0; 性能优化×0; Bug 修复×1; 架构改进×0
16 rucciva 1 功能特性×1; 性能优化×0; Bug 修复×0; 架构改进×0
17 ricky2129 1 功能特性×0; 性能优化×0; Bug 修复×1; 架构改进×0
18 puneetdixit200 1 功能特性×0; 性能优化×0; Bug 修复×1; 架构改进×0
19 NixonWahome 1 功能特性×1; 性能优化×0; Bug 修复×0; 架构改进×0
20 MyeoungDev 1 功能特性×0; 性能优化×0; Bug 修复×0; 架构改进×1
21 luciobvjr 1 功能特性×1; 性能优化×0; Bug 修复×0; 架构改进×0
22 lm-ylj 1 功能特性×0; 性能优化×0; Bug 修复×1; 架构改进×0
23 junjunclub 1 功能特性×1; 性能优化×0; Bug 修复×0; 架构改进×0
24 hyboll 1 功能特性×0; 性能优化×0; Bug 修复×1; 架构改进×0
25 HexMox 1 功能特性×0; 性能优化×0; Bug 修复×1; 架构改进×0
26 CriysHot 1 功能特性×0; 性能优化×0; Bug 修复×0; 架构改进×1
27 corgy-w 1 功能特性×0; 性能优化×0; Bug 修复×1; 架构改进×0
28 Chris79OG 1 功能特性×0; 性能优化×0; Bug 修复×0; 架构改进×1
29 chocoboxxf 1 功能特性×0; 性能优化×0; Bug 修复×1; 架构改进×0
30 chl-wxp 1 功能特性×0; 性能优化×0; Bug 修复×0; 架构改进×1
31 Anthippi 1 功能特性×1; 性能优化×0; Bug 修复×0; 架构改进×0
32 Adamyuanyuan 1 功能特性×0; 性能优化×0; Bug 修复×1; 架构改进×0

(排名规则:按当月合入 PR 数降序;贡献分类为本文四象限分类的计数汇总。)

附录:2026 年 5 月全部合入 PR 清单(87 条)

下表按合入日期排序,逐条列出当月所有 merged PR(含标题、提交者、分类、模块),可帮助读者快速定位:

合入日期 PR 标题 提交者 分类 模块
2026-05-02 10827 Bug Zeta Fix negative array size exception lm-ylj Bug 修复 seatunnel-engine
2026-05-03 10846 Chore Reduce dev branch required approving reviews to 1 DanielLeens 架构改进 other
2026-05-04 10763 FeatureZeta Implement proper dry-run mode with progressive validation layer0 junjunclub 功能特性 seatunnel-engine
2026-05-05 10733 ChoreCI Re-enable dead-link check job zhangshenghang 架构改进 seatunnel-engine
2026-05-05 10582 FixAPI Support vector index in table schema config parsing chocoboxxf Bug 修复 seatunnel-connectors-v2
2026-05-06 10824 BugfixZetaFix the problem of scientific notation when restApi obtains read and write rate chl-wxp 架构改进 seatunnel-engine
2026-05-06 10557 FeatureConnector-V2RabbitMQ Support multi-table read for RabbitMQ source (#10425) Anthippi 功能特性 seatunnel-connectors-v2
2026-05-06 10367 FixConnector-V2 Rename uniqueKeyFields to pkNames in dialect upsert APIs corgy-w Bug 修复 other
2026-05-06 10842 FixZeta Reuse job info during restore zhangshenghang Bug 修复 seatunnel-engine
2026-05-06 10712 ImproveTransform Replace Transform to support array-based replace_fields MyeoungDev 架构改进 seatunnel-e2e
2026-05-07 10682 Improve Docs Improve Redshift sink connector documentation davidzollo 架构改进 other
2026-05-07 10848 FixDoc Fix OpenAI API key documentation link zhangshenghang Bug 修复 other
2026-05-07 10845 BUGConnector-V2MaxCompute Fix Maxcompute source split stategy zhiliang-wu 架构改进 seatunnel-connectors-v2
2026-05-07 10836 FixZeta Job stuck permanently after master failover, unable to complete (affects BATCH / bounded source / job shutdown phase) nzw921rx Bug 修复 seatunnel-engine
2026-05-08 10566 ImproveMySQL-CDC Enhance diagnostics for missing binlog and GTID during restore zhangshenghang 架构改进 seatunnel-e2e
2026-05-08 10817 FixConnector-V2File Respect custom filename for binary sink zhangshenghang Bug 修复 seatunnel-connectors-v2
2026-05-08 10854 ImproveDocs Add minimum deployment config and clarify backup-count N definition in Zeta separated cluster guide nzw921rx 架构改进 other
2026-05-10 10841 FixZeta Avoid telemetry collector blocking before CoordinatorService is ready nzw921rx Bug 修复 seatunnel-engine
2026-05-11 10862 FixDocs Fix FAQ connector list links zhangshenghang Bug 修复 other
2026-05-11 10687 FixZeta Guard state cleanup races after node failure zhangshenghang Bug 修复 seatunnel-engine
2026-05-12 10875 Docs Fix contributor guide dead links DanielLeens 架构改进 other
2026-05-12 10864 FixDocs Add missing auth options to Chinese Elasticsearch sink docs and remove duplicate sections in English docs CosmosNi Bug 修复 other
2026-05-12 10857 FixConnector-V2 Fix Elasticsearch connector connection pool leak ... CosmosNi Bug 修复 seatunnel-connectors-v2
2026-05-12 10829 BugFixconnector-cdc-oracle Fix table or view doesn't exist in multitables CDB+PDB mode CriysHot 架构改进 seatunnel-connectors-v2
2026-05-12 10831 FeatureConnector-V2MaxCompute Support Schema Name and Passwordless Auth zhiliang-wu 功能特性 seatunnel-connectors-v2
2026-05-12 10866 Improveconnector-clickhouse Improved clickhouse source enumerator splits allocation algorithm for subtasks JeremyXin 架构改进 seatunnel-connectors-v2
2026-05-13 10604 FeatureCDC/JDBC Add option to disable sampling-based sharding nzw921rx 功能特性 seatunnel-connectors-v2
2026-05-13 10762 FixConnectors-v2 Require explicit primary keys for Iceberg upsert mode ricky2129 Bug 修复 seatunnel-connectors-v2
2026-05-13 10877 FixZeta Stabilize coordinator restore test zhangshenghang Bug 修复 seatunnel-engine
2026-05-13 10756 FixConnector-OBS Upgrade okio to 3.6.0 to fix NoSuchFieldError: Companion hyboll Bug 修复 seatunnel-connectors-v2
2026-05-13 10844 FeatureConnector-V2 Add optional Markdown RAG metadata for file source yzeng1618 功能特性 seatunnel-connectors-v2
2026-05-13 10628 FixZeta Fix path traversal vulnerability in log file REST API endpoints davidzollo Bug 修复 seatunnel-engine
2026-05-13 10861 ImproveConnector-V2JDBC Add string split strategy zhangshenghang 架构改进 seatunnel-connectors-v2
2026-05-13 10830 FixCore Fix enumerator re-registration synchronization zhangshenghang Bug 修复 seatunnel-engine
2026-05-14 10738 FixConnector-V2MySQL Preserve table comments, indexes, ENGINE, CHARSET, and COLLATE in auto-created tables zhangshenghang Bug 修复 seatunnel-e2e
2026-05-14 10865 ImproveZeta Refactor coordinator executor creation and fix failover lifecycle issues nzw921rx 架构改进 seatunnel-engine
2026-05-14 10884 FixZeta Fix IMap storage SPI registration lost during shade packaging nzw921rx Bug 修复 seatunnel-engine
2026-05-16 10892 DocsZeta Fix incorrect config key name in slot-allocation-strateg... suhyeon729 架构改进 other
2026-05-17 10390 FixTransform-V2JsonPath Fix date/time conversion error when mul... yht0827 Bug 修复 other
2026-05-17 10894 FixConnectors-v2 connector-typesense Not imported in seatunnel-dist nzw921rx Bug 修复 other
2026-05-17 10893 Bug Connector-V2 Fix Milvus sink collection_name target handling puneetdixit200 Bug 修复 seatunnel-connectors-v2
2026-05-17 10860 Improve Zeta Add observability metrics for engine state stores JeremyXin 架构改进 seatunnel-engine
2026-05-18 10898 fix typesense add missing import for MULTI_TABLE_SINK_REPLICA to pass... nzw921rx 架构改进 seatunnel-connectors-v2
2026-05-18 10901 Update collaborator chl-wxp to DanielLeens in .asf.yaml DanielLeens 架构改进 other
2026-05-20 10158 FixFlink Cache writer states during commit preparation to fix streaming mode lost data. Adamyuanyuan Bug 修复 other
2026-05-21 10868 Improveconnector-milvus Improved milvus source enumerator splits allocation algorithm for subtasks JeremyXin 架构改进 seatunnel-connectors-v2
2026-05-21 10783 ImproveCI Optimize changes job engine module calculation davidzollo 性能优化 other
2026-05-21 10716 ImproveDocs Update docker-compose cluster setup to use service name discovery DanielLeens 架构改进 other
2026-05-22 10673 ImproveZeta Improve health metrics retrieval and parsing with enhanced logging zhangshenghang 架构改进 seatunnel-engine
2026-05-22 10885 FixConnector-V2 Fix MessageContentPartitioner static state causing cross-job partition routing interference CosmosNi Bug 修复 seatunnel-connectors-v2
2026-05-22 10895 ImproveCI Add connector dist registration completeness check DanielLeens 架构改进 other
2026-05-23 10902 FixCore Fix SeaTunnel CLI reasoning replay for tool calls yzeng1618 Bug 修复 other
2026-05-23 10887 BuildDeps Support JDK23 lombok annotation processing DanielLeens 架构改进 other
2026-05-23 10936 Docs Fix dead issue link in connector common changelog DanielLeens 架构改进 other
2026-05-23 10648 Fix Connector-V2 Fix Flink schema evolution hang caused by XA transaction MDL deadlock with MySQL CDC CloverDew Bug 修复 seatunnel-e2e
2026-05-24 10940 Improvee2e Disable HTTP server in engine e2e tests to fix flaky test nzw921rx 架构改进 seatunnel-engine
2026-05-24 10941 FixTransform-V2 Prevent input row mutation in ReplaceTransform dybyte Bug 修复 other
2026-05-25 10937 Improvee2e Stabilize jdbc e2e assertions and waits nzw921rx 架构改进 seatunnel-e2e
2026-05-25 10896 FeatureConnector-V2Cassandra Add multi-table source support via... NixonWahome 功能特性 seatunnel-connectors-v2
2026-05-25 10947 ImproveCI Add CI changes step timeout of 20m nzw921rx 架构改进 other
2026-05-25 10948 FixE2E Fix flaky jdbc-connectors-it-ddl tests with timeout tuning and DM wait strategy nzw921rx Bug 修复 seatunnel-e2e
2026-05-26 10706 FixConnector-V2JDBC Detect Hive partition keys in metadata zhangqs0205 Bug 修复 seatunnel-connectors-v2
2026-05-26 10952 FixConnector-V2 Fix nested ROW type conversion crash in Paimon connector CosmosNi Bug 修复 seatunnel-connectors-v2
2026-05-26 10184 FeatureClient Python SDK Client for SeaTunnel REST API luciobvjr 功能特性 other
2026-05-26 10334 FeatureConnector-v2Postgres-CDC Allow replica identity other than full rucciva 功能特性 seatunnel-connectors-v2
2026-05-27 10954 FixKafka Reduce default reader_cache_queue_size from 1024 to 2 to prevent OOM nzw921rx Bug 修复 seatunnel-connectors-v2
2026-05-27 10878 FeatureZeta STIP-24 Phase 1: Support lightweight EdgeSocket ingress for edge collector MVP nzw921rx 功能特性 seatunnel-connectors-v2
2026-05-27 10934 FixConnector-V2JdbcDameng Fix Dameng auto-create-table fails when table has column comments siwen-yu Bug 修复 seatunnel-connectors-v2
2026-05-27 10922 Split unrelated client summary and Pulsar E2E follow-ups from PR 10491 davidzollo 架构改进 seatunnel-e2e
2026-05-27 10491 Feature Add stain trace for data lineage and performance analysis davidzollo 功能特性 seatunnel-engine
2026-05-27 10890 FeatureConnector-V2SqlServer CDC support sqlserver schema evolution CloverDew 功能特性 seatunnel-connectors-v2
2026-05-27 10888 FixConnector-V2 Fix Paimon nested row write QuakeWang Bug 修复 seatunnel-connectors-v2
2026-05-27 10859 FixCDC Avoid replaying completed snapshot splits after restore DanielLeens Bug 修复 seatunnel-connectors-v2
2026-05-28 10867 Improveconnector-starrocks Improved starrocks source enumerator splits allocation algorithm for subtasks JeremyXin 架构改进 seatunnel-connectors-v2
2026-05-28 10966 FixConnector-V2 Fix SMALLINT switch fall-through in Milvus source converter CosmosNi Bug 修复 seatunnel-connectors-v2
2026-05-28 10932 hotfix docs Add managed Kubernetes deployment notes Chris79OG 架构改进 other
2026-05-28 10946 Improvee2e Improve the stability of Kafka e2e testing nzw921rx 架构改进 seatunnel-e2e
2026-05-29 10970 FixConnector-V2SqlServer CDC Fix SQL Server CDC DDL history query LSN boundary causing schema events to be lost CloverDew Bug 修复 seatunnel-connectors-v2
2026-05-29 10454 Improveconnector-elasticsearch-v2 Add slicing support and e2e coverage for Elasticsearch source CosmosNi 架构改进 seatunnel-connectors-v2
2026-05-30 10974 ImproveConnector-V2 Upgrade kudu-client from 1.11.1 to 1.15.0 nzw921rx 性能优化 seatunnel-connectors-v2
2026-05-30 10972 Improvee2e Improve the stability of sftp e2e testing e2e nzw921rx 架构改进 seatunnel-e2e
2026-05-30 10971 Improvee2e Improve the stability of Kudu e2e testing e2e nzw921rx 架构改进 seatunnel-e2e
2026-05-30 10975 FixConnector-V2 Fix wrong exception reference in MilvusSourceReader query error handling CosmosNi Bug 修复 seatunnel-connectors-v2
2026-05-30 10956 FeatureConnector-V2 Add binary format support for HTTP source connector CosmosNi 功能特性 seatunnel-connectors-v2
2026-05-30 10880 FixSqliteDialect Update upsert SQL syntax and add unit tests for ... HexMox Bug 修复 seatunnel-connectors-v2
2026-05-30 10891 FixZeta Fix flaky pending job info test QuakeWang Bug 修复 seatunnel-engine
2026-05-30 10853 FixCI Pin azure/setup-helm to approved SHA dybyte Bug 修复 other
相关推荐
薛定猫AI1 小时前
【深度解析】ChatGPT vs Claude vs Gemini:2026年AI大模型选型全景对比
大数据·网络·人工智能
DolphinScheduler社区1 小时前
实战演示 | 基于 Apache DolphinScheduler 与 Apache SeaTunnel 实现 MySQL 到 Doris 离线定时增量同步
数据库·mysql·开源·apache·海豚调度·大数据工作流调度
bmjIjFNC81 小时前
Redis分布式锁进第九十一篇
数据库·redis·分布式
safium1 小时前
停车设备 OEM 供应商选型:从硬件到运营能力的综合考量
大数据·人工智能
terry6001 小时前
2026携号转网查询接口深度测评:技术指标、接入教程与服务商选型
大数据·人工智能·web安全·信息与通信·数据库架构
2601_960205881 小时前
2026年6月,中国品牌咨询行业正经历一场深刻的范式转移
大数据·人工智能·区块链
承渊政道1 小时前
【MySQL数据库学习】MySQL基本查询(下)
数据库·学习·mysql·leetcode·bash·数据库开发·数据库系统
摇滚侠1 小时前
Spring 零基础入门到进阶 基于注解的声明式事务 65-70
数据库·mysql·spring
≮傷£≯√1 小时前
动态创建combobox
数据库