This is an automated email from the ASF dual-hosted git repository.

jarvis pushed a commit to branch 2.3.8-release
in repository https://gitbox.apache.org/repos/asf/seatunnel.git

commit d7c2f433347177b3d889e588ef5e9df80721a658
Author: jarvis <jar...@apache.org>
AuthorDate: Tue Oct 8 19:54:00 2024 +0800

    [Release][2.3.8][release-note] Add release-note
---
 release-note.md | 378 +++++++++++++++++++++++++-------------------------------
 1 file changed, 170 insertions(+), 208 deletions(-)

diff --git a/release-note.md b/release-note.md
index 6147093eee..8dfdaca62d 100644
--- a/release-note.md
+++ b/release-note.md
@@ -1,236 +1,198 @@
-# next-release
+# 2.3.8 Release Note
+
 
 ## Bug fix
 
 ### Core
-- [Core] [API] Fixed generic class loss for lists (#4421)
-- [Core] [API] Fix parse nested row data type key changed upper (#4459)
-- [Starter][Flink]Support transform-v2 for flink #3396
-- [Flink] Support flink 1.14.x #3963
-- [Core][Translation][Spark] Fix SeaTunnelRowConvertor fail to convert when 
schema contains row type (#5170)
 
-### Transformer
-- [Spark] Support transform-v2 for spark (#3409)
-- [ALL]Add FieldMapper Transform #3781
-- [All]Add JsonPath Transform #5633
+- [Hotfix][Core] Fix concurrency exceptions when MultiTableSink#PrepareCommit 
(#7686)
+- [hotfix][zeta] conf property is null, print log bug fix (#7487)
+- [Fix][Seatunnel-core]Fix syntax error in the execution script on Windows 
(#7423)
+
 ### Connectors
-- [Elasticsearch] Support https protocol & compatible with opensearch
-- [Hbase] Add hbase sink connector #4049
-- [Clickhouse] Fix clickhouse old version compatibility #5326
-- [Easysearch] Support INFINI Easysearch #5933
-- [Web3j] add Web3j source connector #6598
-### Formats
-- [Canal]Support read canal format message #3950
-- [Debezium]Support debezium canal format message #3981
+- [Fix][Connecotr-V2] Fix paimon dynamic bucket tale in primary key is not 
first (#7728)
+- [Fix][Connector-V2] Fix iceberg throw java: package sun.security.krb5 does 
not exist when use jdk 11 (#7734)
+- [Fix][Connector-V2] Release resources when task is closed for iceberg 
sinkwriter (#7729)
+- [Fix][Connector-V2] Release resources even the task is crashed for paimon 
sink (#7726)
+- [Fix][Connector-V2] Fix paimon e2e error (#7721)
+- [Fix][Connector-V2] Fix known directory create and delete ignore issues 
(#7700)
+- [Fix][Connector-V2] Fixed iceberg sink can not handle uppercase fields 
(#7660)
+- [Hotfix][CDC] Fix ddl duplicate execution error when config 
multi_table_sink_replica (#7634)
+- [Fix][Connector-V2] Fix some throwable error not be caught (#7657)
+- [Fix][Connector-V2] Fix jdbc test case failed (#7690)
+- [Fix][Connector-v2] Throw Exception in sql query for JdbcCatalog in table or 
db exists query (#7651)
+- [Fix][JDBC] Fix starrocks jdbc dialect catalog conflict with starrocks 
connector (#7578)
+- [bugfix] fix oracle query table length (#7627)
+- [Hotfix] Fix iceberg missing column comment when savemode create table 
(#7608)
+- [Hotfix][Seatunnel-common] Fix the CommonError msg for paimon sink (#7591)
+- [Hotfix][Connector-v2] Fix the ClassCastException for connector-mongodb 
(#7586)
+- [Hotfix][Connector-v2] Fix the NullPointerException for jdbc oracle which 
used the table_list (#7544)
+- [Bug][e2e][jdbc-gbase] The gbase driver address certificate expired (#7531)
+- [Hotfix][Connector-V2] Fixed lost data precision for decimal data types 
(#7527)
+- [Fix][Connector-V2] Fix jdbc query sql can not get table path (#7484)
+- [Hotfix][Connector-V2] Fix null not inserted in es (#7493)
+- [Fixbug] doris custom sql work (#7464)
+- [Fix] Fix oracle sample data from column error (#7340)
+- [Hotifx][Jdbc] Fix MySQL unsupport 'ZEROFILL' column type (#7407)
+- [Hotfix][CDC] Fix package name spelling mistake (#7415)
+- [Hotfix][Zeta] Fix hazelcast client should overwrite cluster address by 
system env (#7790)
 
-### Connector-V2
+### Zeta(ST-Engine)
+- [Core][Zeta] If Zeta not a TCP discovery, it cannot find other members 
(#7757)
+- [Fix][Zeta] Fix resource isolation not working on multi node (#7471)
 
-- [Json-format] [Canal-Json] Fix json deserialize NPE (#4195)
-- [Connector-V2] [Jdbc] Field aliases are not supported in the query of jdbc 
source. (#4210)
-- [Connector-V2] [Jdbc] Fix connection failure caused by connection timeout. 
(#4322)
-- [Connector-V2] [Jdbc] Set default value to false of JdbcOption: 
generate_sink_sql (#4471)
-- [Connector-V2] [JDBC] Fix TiDBCatalog without open (#4718)
-- [Connector-V2] [Jdbc] Fix XA DataSource crash(Oracle/Dameng/SqlServer) 
(#4866)
-- [Connector-V2] [Pulsar] Fix the bug that can't consume messages all the 
time. (#4125)
-- [Connector-V2] [Eleasticsearch] Document description error (#4390)
-- [Connector-V2] [Eleasticsearch] Source deserializer error and inappropriate 
(#4233)
-- [Connector-V2] [Kafka] Fix KafkaProducer resources have never been released. 
(#4302)
-- [Connector-V2] [Kafka] Fix the permission problem caused by client.id. 
(#4246)
-- [Connector-V2] [Kafka] Fix KafkaConsumerThread exit caused by commit offset 
error. (#4379)
-- [Connector-V2] [Mongodb] Mongodb support cdc sink. (#4833)
-- [Connector-V2] [kafka] Fix the problem that the partition information can 
not be obtained when kafka is restored (#4764)
-- [Connector-V2] [SFTP] Fix incorrect exception handling logic (#4720)
-- [Connector-V2] [File] Fix read temp file (#4876)
-- [Connector-V2] [CDC Base] Solving the ConcurrentModificationException caused 
by snapshotState being modified concurrently. (#4877)
-- [Connector-V2] [Doris] update last checkpoint id when doing snapshot (#4881)
-- [Connector-v2] [kafka] Fix the short interval of pull data settings and 
revise the format (#4875)
-- [Connector-v2] [RabbitMQ] Fix reduplicate ack msg bug and code style (#4842)
-- [Connector-V2] [Jdbc] Fix the error of extracting primary key column in sink 
(#4815)
-- [Connector-V2] [Jdbc] Fix reconnect throw close statement exception (#4801)
-- [Connector-V2] [Jdbc] Fix sqlserver system table case sensitivity (#4806)
-- [Connector-v2] [File] Fix configuration file format and error comments 
(#4762)
-- [Connector-v2] [Jdbc] Fix oracle sql table identifier (#4754)
-- [Connector-v2] [Clickhouse] fix get clickhouse local table name with closing 
bracket from distributed table engineFull (#4710)
-- [Connector-v2] [CDC] Fix jdbc connection leak for mysql (#5037)
-- [Connector-v2] [File] Fix WriteStrategy parallel writing thread unsafe issue 
#5546
-- [Connector-v2] [File] Inject FileSystem to OrcWriteStrategy
-- [Connector-v2] [File] Support assign encoding for file source/sink (#5973)
-- [Connector-v2] [Mongodb] Support to convert to double from numeric type that 
mongodb saved it as numeric internally (#6997)
-- [Connector-v2] [Redis] Using scan replace keys operation command,support 
batchWrite in single mode(#7030,#7085)
-- [Connector-V2] [Clickhouse] Add a new optional configuration 
`clickhouse.config` to the source connector of ClickHouse (#7143)
-- [Connector-V2] [Redis] Redis scan command supports versions 3, 4, 5, 6, 7 
(#7666)
+### Transformer
+- [Bug][Transforms-V2] Fix LLM transform can not parse boolean value type 
(#7620)
 
-### Zeta(ST-Engine)
+### CI
+- [Fix][CI] Fix CI loss document check when raise PR (#7749)
+- [Hotfix][ci] Fix github ci License header error (#7738)
+- [Fix][CI] Add doc sync to fix ci error (#7720)
+- [hotfix] fix FixSlotResourceTest unstable issue (#7577)
+- [Fix][e2e] remote loading driver ignores the certificate to avoid 
certificate address expiration (#7547)
+- [Fix] Fix document build error (#7546)
+- [Fix][doc] fix dead link (#7508)
+- [Fix] update paimon.apache.org deadlink (#7504)
+- [Hotfix][Metrics] fix sporadic multi-metrics ci (#7468)
+- [Fix] Fix dead link on seatunnel connectors list url (#7453)
+- [FIX][E2E]Modify the OceanBase test case to the latest imageChange image 
(#7452)
 
-- [Zeta] Fix LogicalDagGeneratorTest testcase (#4401)
-- [Zeta] Fix MultipleTableJobConfigParser parse only one transform (#4412)
-- [Zeta] Fix missing common plugin jars (#4448)
-- [Zeta] Fix handleCheckpointError be called while checkpoint already complete 
(#4442)
-- [Zeta] Fix job error message is not right bug (#4463)
-- [Zeta] Fix finding TaskGroup deployment node bug (#4449)
-- [Zeta] Fix the bug of conf (#4488)
-- [Zeta] Fix Connector load logic from zeta (#4510)
-- [Zeta] Fix conflict dependency of hadoop-hdfs (#4509)
-- [Zeta] Fix TaskExecutionService synchronized lock will not release (#4886)
-- [Zeta] Fix TaskExecutionService will return not active ExecutionContext 
(#4869)
-- [Zeta] Fix deploy operation timeout but task already finished bug (#4867)
-- [Zeta] Fix restoreComplete Future can't be completed when cancel task (#4863)
-- [Zeta] Fix IMap operation timeout bug (#4859)
-- [Zeta] fix pipeline state not right bug (#4823)
-- [Zeta] Fix the incorrect setting of transform parallelism (#4814)
-- [Zeta] Fix master active bug (#4855)
-- [Zeta] Fix completePendingCheckpoint concurrent action (#4854)
-- [Zeta] Fix engine runtime error (#4850)
-- [Zeta] Fix TaskGroupContext always hold classloader so classloader can't 
recycle (#4849)
-- [Zeta] Fix task `notifyTaskStatusToMaster` failed when job not running or 
failed before run (#4847)
-- [Zeta] Fix cpu load problem (#4828)
-- [zeta] Fix the deadlock issue with JDBC driver loading (#4878)
-- [zeta] dynamically replace the value of the variable at runtime (#4950)
-- [Zeta] Add from_unixtime function (#5462)
-- [zeta] Fix CDC task restore throw NPE (#5507)
-- [Zeta] Fix a checkpoint storage document with OSS (#7507)
-
-### E2E
-
-- [E2E] [Kafka] Fix kafka e2e testcase (#4520)
-- [Container Version] Fix risk of unreproducible test cases #4591
-- [E2e] [Mysql-cdc] Removing the excess MySqlIncrementalSourceIT e2e reduces 
the CI time (#4738)
-- [E2E] [Common] Update test container version of seatunnel engine (#5323)
-- [E2E] [Jdbc] Fix not remove docker image after test finish on jdbc suite 
(#5586)
 
 ## Improve
 
-- [Improve][Connector-V2][Jdbc-Source] Support for Decimal types as splict 
keys (#4634)
-
 ### Core
-
-- [Core] [Spark] Push transform operation from Spark Driver to Executors 
(#4503)
-- [Core] [Starter] Optimize code structure & remove redundant code (#4525)
-- [Core] [Translation] [Flink] Optimize code structure & remove redundant code 
(#4527)
-- [Core] [Starter] Add check of sink and source config to avoid null pointer 
exception. (#4734)
-- [Core] [Flink] Remove useless stage type related codes. (#5650)
-
-### Formats
-
-- [Json] Remove assert key word. (#5919)
-- [Formats] Replace CommonErrorCodeDeprecated.JSON_OPERATION_FAILED. (#5948)
-- [Formats] Refactor exception catch for `ignoreParseErrors`. (#6065)
+- [Improve][Spark] Convert array type to exact type (#7758)
+- [Improve][Zeta] Split the classloader of task group (#7580)
+- [Improve][Core] Config variables update doc and add test case (#7709)
+- [Improve][Zeta] Add log for tryTriggerPendingCheckpoint because the wrong 
time of server (#7717)
+- [Improve][EventService] improve event code and extract event code to 
EventService (#7153)
+- [Chore] Code specification adjustments (#7572)
+- [Chore] Update zeta example log4j2.properties (#7563)
+- [Improve] Update docker doc and build tag (#7486)
+- [Improve][Zeta] Handle user privacy when submitting a task print config logs 
(#7247)
+- [Improve][API] Add IGNORE savemode type (#7443)
+- [Improve][API] Move catalog open to SaveModeHandler (#7439)
+- [Improve] Skip downloading transitive dependency when install plugins (#7374)
+- [Improve] Flink support embedding transform (#7592)
 
 ### Connector-V2
-
-- [Connector-V2] [CDC] Improve startup.mode/stop.mode options (#4360)
-- [Connector-V2] [CDC] Optimize jdbc fetch-size options (#4352)
-- [Connector-V2] [CDC] Fix chunk start/end parameter type error (#4777)
-- [Connector-V2] [SQLServer] Fix sqlserver catalog (#4441)
-- [Connector-V2] [StarRocks] Improve StarRocks Serialize Error Message (#4458)
-- [Connector-V2] [Jdbc] add the log for sql and update some style (#4475)
-- [Connector-V2] [Jdbc] Fix the table name is not automatically obtained when 
multiple tables (#4514)
-- [Connector-V2] [S3 & Kafka] Delete unavailable S3 & Kafka Catalogs (#4477)
-- [Connector-V2] [Pulsar] Support Canal Format
-- [Connector-V2] [CDC base] Implement Sample-based Sharding Strategy with 
Configurable Sampling Rate (#4856)
-- [Connector-V2] [SelectDB] Add a jobId to the selectDB label to distinguish 
between tasks (#4864)
-- [Connector-V2] [Doris] Add a jobId to the doris label to distinguish between 
tasks (#4839) (#4853)
-- [Connector-v2] [Mongodb]Refactor mongodb connector (#4620)
-- [Connector-v2] [Jdbc] Populate primary key when jdbc sink is created using 
CatalogTable (#4755)
-- [Connector-v2] [Neo4j] Supports neo4j sink batch write mode (#4835)
-- [Transform-V2] Optimize SQL Transform package and Fix Spark type conversion 
bug of transform (#4490)
-- [Connector-V2] [Common] Remove assert key word (#5915)
-- [Connector-V2] Replace CommonErrorCodeDeprecated.JSON_OPERATION_FAILED. 
(#5978)
+- [Improve][Connector-v2] Remove useless code and add changelog doc for paimon 
sink (#7748)
+- [Improve][Connector-V2] Optimize sqlserver package structure (#7715)
+- [Improve][Connector-V2] Optimize milvus code (#7691)
+- [Improve][Redis]Redis scan command supports versions 5, 6, 7 (#7666)
+- [Improve][Connector-V2] Support read archive compress file (#7633)
+- [Improve][Jdbc] Jdbc truncate table should check table not database (#7654)
+- [Improve] [Connector-V2] Optimize milvus-connector config code (#7658)
+- [Improve][Connector-V2] Time supports default value (#7639)
+- [Improve][Iceberg] Add savemode create table primaryKey testcase (#7641)
+- [Improve][Kafka] kafka source refactored some reader read logic (#6408)
+- [Improve][Connector-V2][MongoDB] A BsonInt32 will be convert to a long type 
(#7567)
+- [Improve][Connector-v2] Improve the exception msg in case-sensitive case for 
paimon sink (#7549)
+- [Improve][Connector-v2] Support mysql 8.1/8.2/8.3 for jdbc (#7530)
+- [Improve][Connector-v2] Release resource in closeStatements even exception 
occurred in executeBatch (#7533)
+- [Improve][Connector-V2] Remove hard code iceberg table format version (#7500)
+- [Improve][Connector-V2] Fake supports column configuration (#7503)
+- [Improve][Connector-V2] update vectorType (#7446)
+- [Improve] Improve some connectors prepare check error message (#7465)
+- [Improve] Refactor S3FileCatalog and it's factory (#7457)
+- [Improve] Added OSSFileCatalog and it's factory (#7458)
+- [Improve][Connector-V2] Reuse connection in StarRocksCatalog (#7342)
+- [Improve][Connector-V2] Remove system table limit (#7391)
+- [Improve][Connector-V2]Support multi-table sink feature for email (#7368)
+- [Improve] Update pull request template and github action guide (#7376)
+- [Improve][Connector-V2] Close all ResultSet after used (#7389)
+- [Improvement] add starrocks jdbc dialect (#7294)
+
+### Transform
+- [Improve][Transform] Improve inner sql query for map field type (#7718)
+- [Improve][Transform] Support errorHandleWay on jsonpath transform (#7524)
+- [Improve][Transform-v2] Refactor a transformRow from FilterFieldTransform 
(#7598)
+- [Improve][Transform] Add LLM model provider microsoft #7778
 
 ### CI
+- [Improve][CI] Move paimon into single task (#7719)
+- [Improve][Test][Connector-V2][MongoDB] Add few test cases for 
BsonToRowDataConverters (#7579)
+- [Improve][Test] Remove useless code of S3Utils. (#7515)
+- [Improve][E2E] update doris image to official version #7773
 
-- [CI] Fix error repository name in ci config files (#4795)
-- [CI][E2E][Zeta] Increase Zeta checkpoint timeout to avoid 
connector-file-sftp-e2e failed frequently (#5339)
-
-### Zeta(ST-Engine)
-
-- [Zeta] Support run the server through daemon mode (#4161)
-- [Zeta] Change ClassLoader To Improve the SDK compatibility of the client 
(#4447)
-- [Zeta] Client Support Async Submit Job (#4456)
-- [Zeta] Add more detailed log output. (#4446)
-- [Zeta] Improve seatunnel-cluster.sh (#4435)
-- [Zeta] Reduce CPU Cost When Task Not Ready (#4479)
-- [Zeta] Add parser log (#4485)
-- [Zeta] Remove redundant code (#4489)
-- [Zeta] Remove redundancy code in validateSQL (#4506)
-- [Zeta] Improve JobMetrics fetch performance (#4467)
-- [Zeta] Reduce the operation count of imap_running_job_metrics (#4861)
-- [Zeta] Speed up listAllJob function (#4852)
-- [Zeta] async execute checkpoint trigger and other block method (#4846)
-- [Zeta] Reduce the number of IMAPs used by checkpointIdCounter (#4832)
-- [Zeta] Cancel pipeline add retry to avoid cancel failed. (#4792)
-- [Zeta] Improve Zeta operation max count and ignore NPE (#4787)
-- [Zeta] Remove serialize(deserialize) cost when use shuffle action (#4722)
-- [zeta] Checkpoint exception status messages exclude state data (#5547)
-- [Zeta] Remove assert key words (#5947)
 
 ## Feature
 
 ### Core
-
-- [Core] [API] Support convert strings as List<T> option (#4362)
-- [Core] [API] Add copy method to Catalog codes (#4414)
-- [Core] [API] Add options check before create source and sink and transform 
in FactoryUtil (#4424)
-- [Core] [Shade] Add guava shade module (#4358)
-- [Core] [Spark] Support SeaTunnel Time Type (#5188)
-- [Core] [Flink] Support Decimal Type with configurable precision and scale 
(#5419)
-- [Core] [API] Support hocon style declare row type in generic type (#6187)
+- [Feature][Flink] Support multiple tables read and write (#7713)
+- [Feature][Zeta][Core] Support output log file of job (#7712)
+- [Feature][REST-API] Add threaddump rest api (#7615)
+- [Feature][rest-api] Add whether master node identifier (#7603)
+- [Feature][Core] shell batch cancel task (#7612)
+- [Feature] Support config variable substitution with default value (#7562)
+- [Feature][zeta]Support exposing monitoring metrics by prometheus exporter 
protocol (#7564)
+- [Feature][Zeta] add rest api to update node  tags (#7542)
+- [Feature][Zeta] Optimized llm doc && add DOUBAO LLM (#7584)
+- [Feature][Zeta] Support slf4j mdc tracing job id output into logs (#7491)
+- [Feature][Core] Added rest-api for batch start and stop (#7522)
+- [Feature][Core] Add event notify for all connector (#7501)
+- [Feature] add dockerfile (#7346)
+- [Feature][Zeta] Added other metrics info of multi-table (#7338)
+- [Feature][Spark] Support multiple tables read and write (#7283)
 
 ### Connector-V2
-
-- [Connector-V2] [CDC] [SQLServer] Support multi-table read (#4377)
-- [Connector-V2] [Kafka] Kafka source supports data deserialization failure 
skipping (#4364)
-- [Connector-V2] [Jdbc] [TiDB] Add TiDB catalog (#4438)
-- [Connector-V2] [File] Add file excel sink and source (#4164)
-- [Connector-V2] [FILE-OBS] Add Huawei Cloud OBS connector (#4577)
-- [Connector-v2] [Snowflake] Add Snowflake Source&Sink connector (#4470)
-- [Connector-V2] [Pular] support read format for pulsar (#4111)
-- [Connector-V2] [Paimon] Introduce paimon connector (#4178)
-- [Connector V2] [Cassandra] Expose configurable options in Cassandra (#3681)
-- [Connector V2] [Jdbc] Supports GEOMETRY data type for PostgreSQL (#4673)
-- [Connector V2] [Jdbc] Supports Kingbase database (#4803)
-- [Transform-V2] Add UDF SPI and an example implement for SQL Transform plugin 
(#4392)
-- [Transform-V2] Support copy field list (#4404)
-- [Transform-V2] Add support CatalogTable for FieldMapperTransform (#4423)
-- [Transform-V2] Add CatalogTable support for ReplaceTransform (#4411)
-- [Transform-V2] Add Catalog support for FilterRowKindTransform (#4420)
-- [Transform-V2] Add support CatalogTable for FilterFieldTransform (#4422)
-- [Transform-V2] Add catalog support for SQL Transform plugin (#4819)
-- [Connector-V2] [Assert] Support check the precision and scale of Decimal 
type (#6110)
-- [Connector-V2] [Assert] Support field type assert and field value equality 
assert for full data types (#6275)
-- [Connector-V2] [Iceberg] Support iceberg sink #6198
-- [Connector-V2] [FILE-OBS] Add Huawei Cloud OBS connector #4578
-- [Connector-V2] [ElasticsSource] Source support multiSource (#6730)
-
-### Zeta(ST-Engine)
-
-- [Zeta] Support for mixing Factory and Plugin SPI (#4359)
-- [Zeta] Add get running job info by jobId rest api (#4140)
-- [Zeta] Add REST API To Get System Monitoring Information (#4315)
-- [Transform V2 & Zeta] Make SplitTransform Support CatalogTable And 
CatalogTable Evolution (#4396)
-- [Zeta] Move driver into lib directory and change operation count (#4845)
-- [Zeta] Add Metaspace size default value to config file (#4848)
-- [Zeta] Reduce the frequency of fetching data from imap (#4851)
-- [Zeta] Add OSS support for Imap storage to cluster-mode type (#4683)
-- [Zeta] Improve local mode startup request ports (#4660)
+- [Feature][Connector-V2] Assert support multi-table check (#7687)
+- [Feature][Connector-Paimon] Support dynamic bucket splitting improves Paimon 
writing efficiency (#7335)
+- [Feature][Connector-v2] Support streaming read for paimon (#7681)
+- [Feature][Connector-V2] Optimize hudi sink (#7662)
+- [Feature][Connector-V2] jdbc saphana source tablepath support view and  
synonym (#7670)
+- [Feature][Connector-V2] Ftp file sink suport multiple table and save mode 
(#7665)
+- [Feature] Support tidb cdc connector source #7199 (#7477)
+- [Feature][kafka] Add arg  poll.timeout  for interval poll messages (#7606)
+- [Feature][Connector-V2][Hbase] implement hbase catalog (#7516)
+- [Feature][Elastic search] Support multi-table source feature (#7502)
+- [Feature][CONNECTORS-V2-Paimon] Paimon Sink supported truncate table (#7560)
+- [Feature][Connector-V2] Support Qdrant sink and source connector (#7299)
+- [Feature][Connector-V2] Support multi-table sink feature for HBase (#7169)
+- [Feature][Connector-V2] Support typesense connector (#7450)
+- [Feature][Rabbitmq] Allow configuration of queue durability and deletion 
policy (#7365)
+- [Feature][Connector-V2] Add `decimal_type_narrowing` option in jdbc (#7461)
+- [Feature][connector-v2]Add Kafka Protobuf Data Parsing Support (#7361)
+- [Feature][Connector-V2][Tablestore] Support Source connector for Tablestore 
#7448  (#7467)
+- [Feature][Connector-V2] Support opengauss-cdc (#7433)
+- [Feature][Connector-V2] Suport choose the start page in http paging (#7180)
+- [Feature][Connector-V2][OceanBase] Support vector types on OceanBase (#7375)
+- [Feature][Connector-V2] Fake Source support produce vector data (#7401)
+- [Feature][Connector-V2][Iceberg] Support Iceberg Kerberos (#7246)
+- [Feature][Connector-V2] SqlServer support user-defined type (#7706)
+- [Feature][Connector-V2] sftp file sink suport multiple table and save mode 
(#7668)
+
+### Transform
+- [Feature][Transforms-V2] LLM transforms Support custom field name (#7640)
+- [Feature][Transforms-V2] LLM transforms Support KimiAI (#7630)
+- [Future][Transforms-V2] llm trans support field projection (#7621)
+- [Feature][Transform] Add embedding transform (#7534)
 
 ## Docs 
 
-- [Docs] Optimizes part of the Doris and SelectDB connector documentation 
(#4365)
-- [Docs] Fix docs code style (#4368)
-- [Docs] Update jdbc doc and kafka doc (#4380)
-- [Docs] Fix max_retries default value is 0. (#4383)
-- [Docs] Fix markdown syntax (#4426)
-- [Docs] Fix Kafka Doc Error Config Key "kafka." (#4427)
-- [Docs] Add Transform to Quick Start v2 (#4436)
-- [Docs] Fix Dockerfile and seatunnel-flink.yaml in Set Up with Kubernetes 
(#4788)
-- [Docs] Fix Mysql sink format doc (#4800)
-- [Docs] Add the generate sink sql parameter for the jdbc sink document (#4797)
-- [Docs] Add the generate sink sql parameter And example (#4769)
-- [Docs] Redshift add defaultRowFetchSize (#4616)
-- [Docs] Refactor connector-v2 docs using unified format Mysql (#4590)
-- [Docs] Add Value types in Java to Schema features (#5087)
-- [Docs] Replace username by user in the options of FtpFile (#5421)
-- [Docs] Add how to configure logging related parameters of SeaTunnel-E2E Test 
(#5589)
-- [Docs] Remove redundant double quotation mark from an example code (#5845)
-- [Docs] Add Hive JDBC reference value (#5882)
+- [Docs] Spark use doc update (#7722)
+- [Docs] Improve startrocks sink doc (#7744)
+- [Docs] Add logging into sidebars.js (#7742)
+- [Docs] Add tuning guide for doris sink in streaming mode (#7732)
+- [Docs] update Dynamic-compile document (#7730)
+- [Docs] Improve engine deployment doc for skip deploy client (#7723)
+- [Docs] Add some connector icons (#7710)
+- [Docs] Fixed hive sink doc (#7696)
+- [Docs] Refactor job env config document (#7631)
+- [Docs] Add doc for mysql-cdc schema evolution (#7626)
+- [Docs] Additional rest api documentation. (#7645)
+- [Docs] Add a usage method for a keyword in sql-config (#7594)
+- [Docs] add docker cluster guide (#7532)
+- [Docs] Add remind for job config file suffix (#7625)
+- [Docs] Fixed telemetry doc (#7623)
+- [Docs] Fix document symbol escape error (#7611)
+- [Docs] resource isolation add update node tags link (#7607)
+- [Docs] Update PostgreSQL-CDC.md (#7601)
+- [Docs] Improve quick start and build from source code (#7548)
+- [Docs] Update jar download link and formats sidebar (#7569)
+- [Docs]add kafka doc (#7553)
+- [Docs] Remove a `fs.oss.credentials.provider` option (#7507)
+- [Docs] Update the doc structure (#7425)
+- [Docs] Update the guide and add example (#7388)
+- [ASF] Add new collaborator (#7399)
+- [Docs] Improve startrocks source doc #7777

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