Apache SeaTunnel 2026 年 6 月提交盘点：控制面能力上探，Connector 生态继续外扩

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Hi Community，今年 Apache SeaTunnel 6 月份月报准时来啦！总体上来看，6 月整个月 Apache SeaTunnel 共合入 125 个 PR，明显高于 5 月的 87 个。整体上看，6 月不是单纯的“修修补补”，而是沿着三条主线同步推进：

  • 控制面与引擎抽象继续上探：多表同步的表级故障隔离、StateStore 抽象、任务繁忙度监控、非终态作业状态上报，说明 Zeta 正从“能跑作业”走向“更可治理、更易恢复、更易观察”。
  • Connector-V2 持续扩展边界：BigQuery Sink、MQTT Source、Salesforce Source、Vitess CDC、Google Cloud Bigtable 等新连接器/新能力陆续落地，生态覆盖面继续扩大。
  • 文件与 SQL 处理链路增强：文件格式 schema evolution、Calcite SQL transform plugin、Base64 SQL functions 等特性，显示 SeaTunnel 正在补齐“复杂数据加工层”能力，而不只是做简单同步。

1. 当月总体画像

1.1 四大维度统计

  • 功能特性：18
  • 性能优化：0
  • Bug 修复：40
  • 架构改进：67

相比 5 月，6 月最明显的变化是：架构改进类 PR 激增。这意味着社区不只是上线新 connector，而是在系统性补齐文档、稳定性、抽象层和工程治理。

1.2 模块分布

  • seatunnel-connectors-v2：35
  • docs：27
  • seatunnel-engine：22
  • seatunnel-connectors-v2/connector-cdc：14
  • seatunnel-e2e：12
  • seatunnel-api：3
  • .github/ci：2
  • other：10

这里有一个值得注意的信号：docs 在 6 月出现了高占比，说明社区开始把越来越多“隐性知识”沉淀为显式文档，例如 Zeta 状态存储与恢复、CDC 生产 cookbook、REST API 生命周期说明等。这类工作不直接提升吞吐，但直接提升 SeaTunnel 的可用性与可维护性。

2. 贡献者排行榜

RankGitHub 用户名合入 PR 数主要贡献内容分类（计数）
1DanielLeens27功能特性×1; 性能优化×0; Bug 修复×5; 架构改进×21
2zhangshenghang26功能特性×1; 性能优化×0; Bug 修复×11; 架构改进×14
3nzw921rx19功能特性×2; 性能优化×0; Bug 修复×6; 架构改进×11
4davidzollo7功能特性×0; 性能优化×0; Bug 修复×2; 架构改进×5
5dybyte4功能特性×3; 性能优化×0; Bug 修复×0; 架构改进×1
6yzeng16184功能特性×1; 性能优化×0; Bug 修复×1; 架构改进×2
7QuakeWang4功能特性×0; 性能优化×0; Bug 修复×4; 架构改进×0
8JeremyXin4功能特性×0; 性能优化×0; Bug 修复×2; 架构改进×2
9DanielCarter-stack4功能特性×0; 性能优化×0; Bug 修复×1; 架构改进×3
10yuluo-yx2功能特性×0; 性能优化×0; Bug 修复×2; 架构改进×0
11ricky21292功能特性×1; 性能优化×0; Bug 修复×1; 架构改进×0
12MyeoungDev2功能特性×2; 性能优化×0; Bug 修复×0; 架构改进×0
13ss6662功能特性×1; 性能优化×0; Bug 修复×0; 架构改进×1
14CosmosNi1功能特性×0; 性能优化×0; Bug 修复×0; 架构改进×1
15LeonYoah1功能特性×0; 性能优化×0; Bug 修复×1; 架构改进×0
16Marx-Carvalho1功能特性×0; 性能优化×0; Bug 修复×0; 架构改进×1
17hawk98211功能特性×0; 性能优化×0; Bug 修复×1; 架构改进×0
1877amyfly1功能特性×0; 性能优化×0; Bug 修复×1; 架构改进×0
19JAEKWANG971功能特性×1; 性能优化×0; Bug 修复×0; 架构改进×0
20NixonWahome1功能特性×1; 性能优化×0; Bug 修复×0; 架构改进×0
21GabrielBBaldez1功能特性×1; 性能优化×0; Bug 修复×0; 架构改进×0
22niumy07011功能特性×0; 性能优化×0; Bug 修复×0; 架构改进×1
23150371435791功能特性×0; 性能优化×0; Bug 修复×0; 架构改进×1
24CloverDew1功能特性×0; 性能优化×0; Bug 修复×1; 架构改进×0
25xxzuo1功能特性×0; 性能优化×0; Bug 修复×0; 架构改进×1
26Muktha94911功能特性×1; 性能优化×0; Bug 修复×0; 架构改进×0
27programmerloverun1功能特性×1; 性能优化×0; Bug 修复×0; 架构改进×0
28zooo-code1功能特性×0; 性能优化×0; Bug 修复×1; 架构改进×0
29zhiliang-wu1功能特性×1; 性能优化×0; Bug 修复×0; 架构改进×0
30doyong3651功能特性×0; 性能优化×0; Bug 修复×0; 架构改进×1
31loupipalien1功能特性×0; 性能优化×0; Bug 修复×0; 架构改进×1

3. 关键变化一览

如果把 6 月所有 PR 放到一张技术地图里，大致可以分为四组：

3.1 多表同步进入“可降级、可隔离、可治理”阶段

  • #10600 支持 table-level fault isolation，意味着多表同步不再只能“全成或全挂”。
  • 这类能力很关键，因为 SeaTunnel 的多表同步已经从“单一链路优化”走向“批量任务治理”。

3.2 文件与 SQL 处理能力明显增强

  • #10744 为 file connector 增加 schema evolution 支持（ADD/DROP/RENAME/UPDATE column）。
  • #11062 引入 Calcite SQL transform plugin，并开放 UDF SPI。
  • #11114 增加 Base64 SQL functions，说明 SQL transform 已经不只是“做投影/过滤”，而是逐步成为通用数据加工层。

3.3 Zeta 正在摆脱对 Hazelcast IMap 的强耦合

  • #10812 通过 StateStore 抽象解耦 Hazelcast IMap，这是典型的架构级演进。
  • 这一动作对未来的状态后端切换、混合存储、TTL/Iterable/Counter 等能力抽象都非常关键。

3.4 Connector 生态继续扩大，但重心从“数量”转向“可用性”

  • 新增：BigQuery Sink、MQTT Source、Salesforce Source、Vitess CDC、Bigtable Source/Sink。
  • 同时伴随大量修复：Paimon、CDC、JdbcHiveIT、UI NaN 显示、E2E 稳定性、JDK8 兼容等。

4. 关键技术变更深度分析

本节挑选 5 项最能代表 Apache SeaTunnel 项目 6 月技术方向的变更，分别从背景、实现原理、影响范围三个角度做分析。

4.1 #10600 表级故障隔离：多表同步从“全局失败”转向“局部可控”

PR 规模：23 files changed, 1648 insertions(+), 144 deletions(-)。

背景与痛点：

  • 多表同步是 SeaTunnel 的核心使用场景之一，但此前如果单张表在 sink 阶段失败，往往会把整个作业拖死。
  • 在生产环境里，这会形成典型的“长尾问题”：99 张表正常，1 张表异常，却要整体重跑，成本极高。

核心设计：新增 MultiTableCommonOptions 与 MultiTableFailurePolicy 等抽象，把“多表失败策略”显式配置化。

关键代码片段：

diff --git a/seatunnel-api/src/main/java/org/apache/seatunnel/api/options/MultiTableCommonOptions.java b/seatunnel-api/src/main/java/org/apache/seatunnel/api/options/MultiTableCommonOptions.java
new file mode 100644
@@ -0,0 +1,46 @@
+public class MultiTableCommonOptions {
+
+    @Experimental
+    public static final Option<MultiTableFailurePolicy> MULTI_TABLE_FAILURE_POLICY =
+            Options.key("multi_table.failure_policy")
+                    .enumType(MultiTableFailurePolicy.class)

实现原理：

  • 通过把“失败策略”从隐式逻辑提升为显式 option，作业可以按表做容错决策。
  • 这意味着运行时不再只有“失败即终止”一种分支，而是可能出现“记录失败表、继续推进其它表”的策略。

影响范围：

  • 对 connector：多表 sink / writer 需要感知失败策略与失败表元信息。
  • 对引擎：任务协调层需要保留失败上下文并在 job 生命周期中传播。
  • 对用户：这是一个面向生产治理的强增强，尤其适合大批量 schema 相近的多表同步任务。

4.2 #10744 文件 connector 支持 schema evolution：文件链路首次具备结构变更感知

PR 规模：4 files changed, 168 insertions(+), 2 deletions(-)。

背景与痛点：

  • 传统文件 sink 对 schema 变化的容忍度很低，尤其在 CDC 场景下，一旦源端 DDL 变化，文件写入很容易失败或者写出不可读文件。
  • SeaTunnel 把文件 connector 纳入 schema evolution 范式，意味着文件链路不再只是“静态落盘”。

关键代码片段：

diff --git a/seatunnel-connectors-v2/connector-file/connector-file-base/src/main/java/org/apache/seatunnel/connectors/seatunnel/file/config/FileBaseSinkOptions.java b/seatunnel-connectors-v2/connector-file/connector-file-base/src/main/java/org/apache/seatunnel/connectors/seatunnel/file/config/FileBaseSinkOptions.java
@@ -336,4 +336,14 @@ public class FileBaseSinkOptions extends FileBaseOptions {
+    public static final Option<Boolean> SCHEMA_EVOLUTION_ENABLED =
+            Options.key("schema_evolution_enabled")
+                    .booleanType()
+                    .defaultValue(false)
+                    .withDescription(
+                            "Whether to enable schema evolution for the file sink. "
+                                    + "When true, ALTER TABLE events (ADD/DROP/RENAME/UPDATE column) "
+                                    + "from CDC sources are applied to the sink schema at runtime. "
+                                    + "Files are rotated at each schema change boundary. Default: false.");

实现原理：

  • 新增 schema_evolution_enabled 开关，把 ALTER TABLE 事件显式引入 file sink 的运行时处理逻辑。
  • 采用“schema 变更边界触发文件轮转”的策略，避免同一文件中出现多套不兼容 schema。

影响范围：

  • 对 CDC to file 场景价值最高，例如 MySQL-CDC -> Parquet/ORC。
  • 对下游消费系统更友好，因为文件天然以 schema 变更边界切分。

4.3 #11062 Calcite SQL Transform Plugin：SeaTunnel 的 SQL 加工能力进入插件化阶段

PR 规模：40 files changed, 8257 insertions(+), 1 deletion(-)，是 6 月最重的一批功能开发之一。

背景与痛点：

  • SeaTunnel 过去的 transform 更偏向固定功能算子，而复杂计算、内置函数扩展、自定义 UDF 能力相对分散。
  • 引入 Calcite SQL transform plugin，本质上是在 SeaTunnel 内部补上一层更通用的“声明式计算面”。

关键代码片段：

diff --git a/seatunnel-api/src/main/java/org/apache/seatunnel/api/transform/CalciteUdf.java b/seatunnel-api/src/main/java/org/apache/seatunnel/api/transform/CalciteUdf.java
new file mode 100644
@@ -0,0 +1,54 @@
+/**
+ * SPI for Calcite SQL transform UDFs. Implementations must provide a <b>public static</b> {@code
+ * eval} method whose signature determines the SQL function's input/output types.
+ *
+ * <p>The {@code eval} method <b>must be static</b> because Calcite's code generation calls it
+ * directly without creating an instance.

实现原理：

  • 新增 CalciteUdf SPI，明确了 UDF 的发现机制与静态 eval 约束。
  • 补齐文档、E2E 与多组示例配置，说明这不是“API 雏形”，而是可以实际落地的 transform 子系统。

影响范围：

  • 对用户：可以用统一 SQL 方式表达更复杂的转换逻辑。
  • 对生态：插件化 UDF 为后续函数库扩展、企业自定义函数沉淀提供了标准入口。

4.4 #10812 StateStore 抽象：Zeta 去 Hazelcast 耦合的关键一步

PR 规模：28 files changed, 2071 insertions(+), 92 deletions(-)。

背景与痛点：

  • 当引擎状态强绑定到 Hazelcast IMap 时，后续要切换/扩展状态后端会非常困难。
  • 这类问题在系统做大后会变成架构债：测试难、替换难、局部优化也受限。

关键代码片段：

diff --git a/seatunnel-engine/seatunnel-engine-server/src/main/java/org/apache/seatunnel/engine/server/common/statestore/ExpiringStateStore.java b/seatunnel-engine/seatunnel-engine-server/src/main/java/org/apache/seatunnel/engine/server/common/statestore/ExpiringStateStore.java
new file mode 100644
@@ -0,0 +1,43 @@
+/**
+ * Storage capability for TTL-based writes.
+ *
+ * <p>This is intended only for implementations where TTL-based storage is a natural fit, such as
+ * Hazelcast-backed stores.
+ */
+public interface ExpiringStateStore<K, V> extends StateStore<K, V> {

实现原理：

  • 将状态能力拆分为 StateStore、ExpiringStateStore、IterableStateStore 等接口族，而不是直接把 Hazelcast 语义泄漏到所有上层逻辑。
  • 这意味着上层代码面向“能力接口”编程，而底层可替换为不同状态实现。

影响范围：

  • 对引擎架构极其重要，是后续做混合状态存储、独立状态服务或更细粒度 TTL/计数器能力的前提。

4.5 #10485 BigQuery Sink Connector：云数仓生态继续补齐

PR 规模：40 files changed, 3169 insertions(+), 1 deletion(-)。

背景与痛点：

  • GCP 用户过去若想把 SeaTunnel 纳入云数仓链路，BigQuery sink 是非常关键的一环。
  • 这个 PR 不只是“接了一个新 connector”，而是补齐了对应配置、序列化、异常码、文档与插件映射。

关键代码片段：

diff --git a/seatunnel-connectors-v2/connector-bigquery/src/main/java/org/apache/seatunnel/connectors/bigquery/option/BigQuerySinkOptions.java b/seatunnel-connectors-v2/connector-bigquery/src/main/java/org/apache/seatunnel/connectors/bigquery/option/BigQuerySinkOptions.java
new file mode 100644
@@ -0,0 +1,83 @@
+public class BigQuerySinkOptions {
+
+    public static final String IDENTIFIER = "BigQuery";
+
+    public static final Option<String> PROJECT_ID =
+            Options.key("project_id")
+                    .stringType()
+                    .noDefaultValue()

影响范围：

  • SeaTunnel 与 GCP 数据生态的衔接进一步增强。
  • 对多云/跨云数据集成平台是典型利好。

5. 性能与稳定性数据如何验证

6 月的大部分关键变更并不是单纯“吞吐提升型”优化，而是治理能力、抽象能力、兼容性、恢复能力的增强。因此性能对比不宜只看 rows/s，而应该按变更类型设计观测口径：

  • 表级故障隔离（#10600）：
    • 验证指标：多表作业在单表失败时的成功表保留率、失败表记录完整性、整体重跑成本。
  • 文件 schema evolution（#10744）：
    • 验证指标：DDL 变更后作业是否持续运行、文件切分边界是否正确、下游读取是否可持续。
  • Calcite SQL plugin（#11062）：
    • 验证指标：复杂 SQL transform 的表达能力、UDF 可发现性、端到端执行成功率。
  • StateStore 抽象（#10812）：
    • 验证指标：恢复链路是否稳定、不同状态能力接口的兼容覆盖率、引擎行为是否回归。

换句话说，6 月更适合用 可靠性测试、恢复测试、配置兼容性测试、E2E 覆盖率 来评价，而不是仅看吞吐数字。

6. 版本演进趋势与技术方向

从 6 月的合入内容看，SeaTunnel 的技术路线越来越清晰：

6.1 从“连接器框架”走向“数据集成平台”

  • 新 connector 仍在持续增加，但更值得注意的是：文件 schema evolution、SQL transform plugin、表级故障隔离、StateStore 抽象，这些都已经超出“单个 connector 功能”的范畴。

6.2 Zeta 正在补齐平台级治理能力

  • 非终态作业状态上报、任务繁忙度监控、状态存储抽象、恢复与 cookbook 文档完善，说明 Zeta 正从“执行引擎”向“可治理执行平台”演进。

6.3 文档和 cookbook 不再是边缘工作

  • 6 月 docs 占比很高，不是因为“写了很多说明书”，而是社区开始系统沉淀复杂主题：状态存储、CDC 生产实践、REST API 生命周期等。
  • 这会直接降低企业落地门槛，提高 SeaTunnel 的可采纳性。

附录：2026 年 6 月全部合入 PR 清单（125 条）

合入日期PR标题提交者分类模块
2026-06-0110960[Fix][Connector-V2] Fix parquet read failure when column name contains Avro-illegal charactersyuluo-yxBug 修复seatunnel-connectors-v2
2026-06-0110485[Feature][Connector] Add BigQuery Sink Connectordybyte功能特性seatunnel-connectors-v2
2026-06-0110600[Feature][Core] Support table-level fault isolation for multi-table synchronizationyzeng1618功能特性seatunnel-engine
2026-06-0210989[Improve][e2e] Improve the stability of redis e2e testing e2enzw921rx架构改进seatunnel-e2e
2026-06-0210744[Feature][Connector-File] Add schema evolution support (ADD/DROP/RENAME/UPDATE column) for all file formatsricky2129功能特性seatunnel-engine
2026-06-0310998[Fix][Connector-V2] Adapt JdbcHiveIT to JdbcCatalogUtils getTables signatureyzeng1618Bug 修复seatunnel-connectors-v2
2026-06-0310991[Fix][Connector-V2] Fix Paimon branch save mode DDLQuakeWangBug 修复seatunnel-connectors-v2
2026-06-0411003[Fix][Connector-V2] Fix Paimon option rule declarationsQuakeWangBug 修复seatunnel-connectors-v2
2026-06-0410977[STIP-28][Feature][Zeta] Enhance OptionRule to support rich declarative validation beyond presence checksnzw921rx架构改进seatunnel-engine
2026-06-0410996[Improve][Connector-V2][Jdbc] Support Oracle append values insert modezhangshenghang架构改进seatunnel-connectors-v2
2026-06-0410994[Fix][Engine] Fix JDK 8 NoSuchMethodError in StainTracePayload#appenddavidzolloBug 修复seatunnel-engine
2026-06-0511006[Improve][Docs] Fix Kafka connector documentation errorsCosmosNi架构改进docs
2026-06-0511014Add new collaborator because of yzeng has become a committerdavidzollo架构改进other
2026-06-0511004[Fix][Connector-V2][CDC-MySQL] Honor int_type_narrowing option on MyS…ricky2129Bug 修复seatunnel-connectors-v2/connector-cdc
2026-06-0510843[Bug] [Postgres-CDC] Fix snapshot table schema lookupLeonYoahBug 修复seatunnel-connectors-v2/connector-cdc
2026-06-0510133[Feature][Zeta] Report non-terminal job statesdybyte功能特性seatunnel-engine
2026-06-0510555[Improve][Checkpoint] Add Javadoc for CheckpointCoordinator lifecycleMarx-Carvalho架构改进seatunnel-engine
2026-06-0711010[Improve][API] Add Map condition validators for configuration option …nzw921rx架构改进seatunnel-api
2026-06-0711018[Docs] Add connector FAQ writing guidelinesdavidzollo架构改进docs
2026-06-0710981docs: add Zeta state storage and recovery guide (P0-1)DanielLeens架构改进seatunnel-engine
2026-06-0710982docs: add CDC production cookbook for full and incremental synchronization (P0-2)DanielLeens架构改进seatunnel-connectors-v2/connector-cdc
2026-06-0710983docs: add REST API job lifecycle cookbookDanielLeens架构改进docs
2026-06-0811019[Fix][E2E][Jdbc] Fix IRIS e2e container startup failure by upgrading image and adding wait strategyhawk9821Bug 修复seatunnel-e2e
2026-06-0810965[Bug] [UI] Fix NaN display in job detail Overview table when tablePaths does not match metrics keys77amyflyBug 修复seatunnel-engine
2026-06-0810935[Feature][Connector-V2] Add MQTT source connectorJAEKWANG97功能特性seatunnel-connectors-v2
2026-06-0810980[Docs] add FAQ sections to connector pages (EN + zh-CN)davidzollo架构改进docs
2026-06-0910950[Improve][Connector-V2] Enhance JDBC chunk splitter loggingzhangshenghang架构改进seatunnel-connectors-v2
2026-06-0911022[Improve][API] Allow exclusive/bundled options to coexist with optional value constraintsnzw921rx架构改进seatunnel-api
2026-06-0910938[Feature][Connector] Add Salesforce Source ConnectorNixonWahome功能特性seatunnel-connectors-v2
2026-06-1011009[Fix][Connector-V2] Respect Paimon alter table ignore flagQuakeWangBug 修复seatunnel-connectors-v2
2026-06-1011024[Improve][Zeta] Add logical state store observability metricsJeremyXin架构改进seatunnel-engine
2026-06-1011001[Improve][Transform-v2] fix transform-v2 UT flaky testnzw921rx架构改进other
2026-06-1111053[Feature][Connector-V2][MongoDB-CDC] Support latest-offset startup mode without initial snapshotGabrielBBaldez功能特性seatunnel-connectors-v2/connector-cdc
2026-06-1110984docs: add guide for submitting jobs to a remote Zeta cluster (Docker/K8s/EKS)DanielLeens架构改进seatunnel-engine
2026-06-1110572[Feature][Core] Support monitoring the busyness level of Zeta engine taskszhangshenghang功能特性seatunnel-engine
2026-06-1110869[Improve][connector-elasticsearch] Improved elasticsearch source enumerator splits allocation algorithm for subtasksJeremyXin架构改进seatunnel-connectors-v2
2026-06-1110378[Fix][Connector-file] Fix the new schema cannot be fetched when the parquet file is readJeremyXinBug 修复seatunnel-connectors-v2
2026-06-1111063[Fix][Docs] Fix zh user page linkzhangshenghangBug 修复docs
2026-06-1110760[Fix][Transform-V2] Avoid eager zeta udf open and fix null table contextdavidzolloBug 修复seatunnel-engine
2026-06-1111064[Docs] Fix Http source code fenceDanielCarter-stack架构改进docs
2026-06-1211068[Fix][Connector-V2] Fix Cassandra null timestamp conversionzhangshenghangBug 修复seatunnel-connectors-v2
2026-06-1211066[Docs] Fix zeta engine jar storage typosDanielCarter-stack架构改进seatunnel-engine
2026-06-1211070[Docs] localize zh transform titles and summariesDanielLeens架构改进docs
2026-06-1211048[Feature][API] Add EXTENSION operator for pluggable validation in ConditionOperatornzw921rx功能特性seatunnel-engine
2026-06-1211073[Chore]Restore SeaTunnelEngineLocalExampleniumy0701架构改进other
2026-06-1211033[Docs]Repair document links15037143579架构改进seatunnel-engine
2026-06-1311056[Fix][Connector-V2] Ignore BOM in file source readersyuluo-yxBug 修复seatunnel-connectors-v2
2026-06-1311000[Improve][Engine] fix engine UT flaky testnzw921rx架构改进seatunnel-engine
2026-06-1311035[Docs] Clarify REST API defaults and add connector troubleshooting cookbooksDanielLeens架构改进docs
2026-06-1310951[Fix][Connector-v2][CDC] Fix job hang caused by checkpoint failure during schema evolution under multi-parallelism on Flink1.13CloverDewBug 修复seatunnel-connectors-v2/connector-cdc
2026-06-1311078[Fix][Connector-V2] Support SFTP keyfile optionzhangshenghangBug 修复seatunnel-connectors-v2
2026-06-1310985[Docs] add multi-table transform capability boundary guideDanielLeens架构改进docs
2026-06-1310949[Fix][E2E] Stabilize engine failover test and rebalance connector shardsDanielLeensBug 修复seatunnel-engine
2026-06-1310691[Docs][Core] Add Javadoc to TaskExecutionService inner classesxxzuo架构改进seatunnel-engine
2026-06-1311054[Test][SqlServer-CDC] Add multi-table e2e testcasedavidzollo架构改进seatunnel-connectors-v2/connector-cdc
2026-06-1510505[Feature][Connector-V2] Add recursive_file_scan option for file connectorsMyeoungDev功能特性seatunnel-connectors-v2
2026-06-1611071[Fix][Zeta] Fix checkpoint barrier trigger test racezhangshenghangBug 修复seatunnel-engine
2026-06-1611102[Fix][E2E] Stabilize multiple flaky testsnzw921rxBug 修复seatunnel-engine
2026-06-1611105[Fix][Docs] Remove duplicate connector FAQ sidebar entryDanielCarter-stackBug 修复docs
2026-06-1711111[Docs] Fix Typesense sink common options linkDanielCarter-stack架构改进docs
2026-06-1811118[Docs] Fix RocketMQ transform linkszhangshenghang架构改进docs
2026-06-1811119[Docs] Fix Kafka source example textzhangshenghang架构改进docs
2026-06-1811098[Fix][Connector-V2] Fix HTTP cursor pagination no-progress loopzhangshenghangBug 修复seatunnel-connectors-v2
2026-06-1811110[Fix][Connector-V2] Fix Oracle CDC schema cache matchingzhangshenghangBug 修复seatunnel-connectors-v2/connector-cdc
2026-06-1811108[Feature][Connector-V2][CDC] Add include/exclude filtering for schema change event types #11044ss666功能特性seatunnel-connectors-v2/connector-cdc
2026-06-1811067[Fix][Connector-V2] Fix Parquet INT96 mixed-case field matchingzhangshenghangBug 修复seatunnel-connectors-v2
2026-06-1911106[Improve][Connector-V2] Migrate jdbc validation to declarative OptionRulenzw921rx架构改进seatunnel-connectors-v2
2026-06-1911109[Improve][Core] Support transform and value constraint option rules in CLIyzeng1618架构改进other
2026-06-1911132[Fix][Connector-V2] Fix Paimon stream source state restoreQuakeWangBug 修复seatunnel-connectors-v2
2026-06-1910670[Feature][Connector-V2] Support Pulsar sink multi-table writesMuktha9491功能特性seatunnel-connectors-v2
2026-06-1911130[Docs] Add zh DynamicCompile Scala examplezhangshenghang架构改进docs
2026-06-1911124[Docs] Polish architecture overview diagrams for current docsDanielLeens架构改进docs
2026-06-1911114[Feature][Transform-V2] Add Base64 SQL functionsMyeoungDev功能特性seatunnel-e2e
2026-06-2010849[Feature][Connector-V2] Add Google Cloud Bigtable Source and Sink con…programmerloverun功能特性seatunnel-connectors-v2
2026-06-2010863[Improve][Transform-V2] Improve embedding model invocation reliabilityyzeng1618架构改进other
2026-06-2011062[Feature][Transform-V2] Add Calcite SQL transform pluginnzw921rx功能特性seatunnel-e2e
2026-06-2011138[Test][E2E] Stabilize Db2 container readiness for JDBC ITDanielLeens架构改进seatunnel-e2e
2026-06-2011148[Docs] Fix IMap persistence grammarzhangshenghang架构改进docs
2026-06-2011147[Docs] Fix default engine grammarzhangshenghang架构改进docs
2026-06-2011145[Docs] Fix Pulsar source fetching typozhangshenghang架构改进docs
2026-06-2011146[Docs] Polish Pulsar sink routing mode docszhangshenghang架构改进docs
2026-06-2011135[Docs] Fix zh JVM tuning guide linkzhangshenghang架构改进docs
2026-06-2011143[Test][E2E] Wait for SFTP continuous job exit after cancelDanielLeens架构改进seatunnel-e2e
2026-06-2111104[Improve][Zeta] Add ReportMetricsOperation observability exportsdybyte架构改进seatunnel-engine
2026-06-2111149[Docs] Update CNCF landscape license linkzhangshenghang架构改进docs
2026-06-2111058[Docs] Add first-job entry and getting started recipesdavidzollo架构改进docs
2026-06-2110812[Feature][Zeta] Decouple Hazelcast IMap via StateStore Abstractiondybyte功能特性seatunnel-engine
2026-06-2211127[Fix][API] Add missing OptionRule validation for CatalogFactory creation pathnzw921rxBug 修复seatunnel-connectors-v2
2026-06-2211154[Test][E2E] Stabilize schema evolution add-column assertionsDanielLeens架构改进seatunnel-e2e
2026-06-2211164[Docs] Fix Chinese engine architecture page renderingzhangshenghang架构改进docs
2026-06-2211075[Fix][seatunnel-translation-base] Remove connector-specific test dependencies from translation baseJeremyXinBug 修复other
2026-06-2211152[Docs] Improve new user onboarding flowDanielLeens架构改进docs
2026-06-2211129[Fix][Connector-V2] Support MongoDB CDC SRV URIzhangshenghangBug 修复seatunnel-connectors-v2/connector-cdc
2026-06-2210811[Fix][Connector-V2][MySQL-CDC] Fix BinlogOffset.compareTo ignoring restartSkipRows when GTID sets are equalzooo-codeBug 修复seatunnel-connectors-v2/connector-cdc
2026-06-2211117[Fix][Transform-V2] Align Scala compiler with Spark Scala versionzhangshenghangBug 修复other
2026-06-2311160[Fix][Connector-V2] Add missing MULTI_TABLE_SINK_REPLICA option to PulsarSinkFactorynzw921rxBug 修复seatunnel-connectors-v2
2026-06-2311177[CI][Core] Inject GitHub token for website build workflowDanielLeens架构改进.github/ci
2026-06-2311131[Feature][Connector-V2] Maxcompute Source Round-Robin Split Assignmentzhiliang-wu功能特性seatunnel-connectors-v2
2026-06-2311175[Fix][Doc] Fix connector doc dead linknzw921rxBug 修复other
2026-06-2511165[Fix][API] Fix backward compatibility issue in CatalogFactory optionRule validationnzw921rxBug 修复seatunnel-connectors-v2
2026-06-2511168[Fix][Connector-V2] Add Pulsar multi-table sink replica optionDanielLeensBug 修复seatunnel-connectors-v2
2026-06-2711192[Fix][CI] Use workflow token for backend website buildzhangshenghangBug 修复.github/ci
2026-06-2711199Add heye1005 in ASF collaboratorsDanielLeens架构改进other
2026-06-2711197[Docs] Fix inconsistent transform documentationzhangshenghang架构改进docs
2026-06-2711196[Fix][Connector-V2] Fix Hudi null struct field conversionzhangshenghangBug 修复seatunnel-connectors-v2
2026-06-2711195[Improve][Connector-V2][Redis] Align OptionRule with docs and dedupe config validationss666架构改进seatunnel-connectors-v2
2026-06-2711122[Improve][Connector-V2] Migrate Elasticsearch validation to declarative OptionRulenzw921rx架构改进seatunnel-connectors-v2
2026-06-2711158[Improve][Connector-V2] Migrate RocketMQ Source validation to declarative OptionRulenzw921rx架构改进seatunnel-connectors-v2
2026-06-2711095[Improve][Transform-V2] Migrate transforms validation to declarative OptionRulenzw921rx架构改进other
2026-06-2710802[Docs][Connector-V2] STIP-23 Phase 3: Add timer flush feature flag to all sink connector docsnzw921rx架构改进seatunnel-connectors-v2
2026-06-2811059[Feature][Connector-V2] Add Vitess CDC source connectorDanielLeens功能特性seatunnel-connectors-v2/connector-cdc
2026-06-2811204[Test][E2E] Stabilize MySQL CDC schema change waitsDanielLeens架构改进seatunnel-connectors-v2/connector-cdc
2026-06-2811194[Test][E2E] Stabilize Flink MySQL schema evolution assertionsDanielLeens架构改进seatunnel-e2e
2026-06-2911183[Docs] Fix Jira API token guide linkDanielLeens架构改进docs
2026-06-2910724[SEATUNNEL-10685] prevent timestamp_ntz from being saved as timestamp_ltzdoyong365架构改进seatunnel-connectors-v2
2026-06-299996[Improve][Transform-V2][Embedding]Enhance multimodal embeddingsloupipalien架构改进seatunnel-e2e
2026-06-2911213[Test][E2E] Retry SQL Server XA setup until login is readyDanielLeens架构改进seatunnel-e2e
2026-06-2911210[Test][E2E] Reduce Databend CDC parallelism for CI stabilityDanielLeens架构改进seatunnel-connectors-v2/connector-cdc
2026-06-2911205[Test][E2E] Stabilize Kafka exactly-once record readsDanielLeens架构改进seatunnel-e2e
2026-06-2911190[Fix][Connector-V2] Avoid Xugu pooled connection isValid checksDanielLeensBug 修复seatunnel-connectors-v2
2026-06-2911121[Fix][API] Fix validateSingleChoice and extension exceptions bypassing error aggregationnzw921rxBug 修复seatunnel-api
2026-06-3011180[Fix][Connector-V2] Clean up stale SFTP pooled sessionsDanielLeensBug 修复seatunnel-connectors-v2
2026-06-3011217[Docs] Fix connector documentation linkszhangshenghang架构改进docs
2026-06-3011200[Test][E2E] Stabilize JDBC schema change assertionsDanielLeens架构改进seatunnel-e2e
2026-06-3011202[Fix][E2E] Wait for Postgres CDC WAL stream readinessDanielLeensBug 修复seatunnel-connectors-v2/connector-cdc
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