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XiaoHongbo-Hope pushed a change to branch release-2.1
in repository https://gitbox.apache.org/repos/asf/paimon.git


    from 6bfd8418dc [core] Optimize tag reads during snapshot expiration (#9967)
     new b99f5b9955 [e2e] Strip any trailing Spark error log from spark-sql 
output before comparison (#9971)
     new 6bc31fa883 [eslib] Do not require build-time es-index options when 
reading persisted indexes (#9969)
     new 239321dd82 [format] Validate the avro block size before creating the 
writer (#9961)
     new e56ffee19c [flink] Fix GlobalFullCompactionSinkWrite re-reading 
snapshots on every checkpoint after a full compaction (#9959)
     new 8360a5614d [python] Support batch vector search with Ray (#9950)
     new 23f5644052 [python] Consolidate composite writer lifecycle and file 
output (#9948)
     new 7f236491ed [python] Reuse Parquet fragment metadata for single-file 
reads (#9881)
     new c5d59d0ff0 [core] Add adaptive BTree posting list encoding (#9981)
     new b4e2801e8e [python] Fix flaky Daft-on-Ray CI failures (#9975)
     new 6679a73de3 [python] Avoid redundant blob stream opens on index cache 
hits (#9974)
     new 6dbd235225 [python] Fix MAP and MULTISET type JSON serialization 
(#9682)
     new 306120334c [python] Reduce LeRobot DataLoader worker startup time 
(#9888)
     new 8ce380d29b [release] Align Spark 4.0 UT parent version with 2.1

The 13 revisions listed above as "new" are entirely new to this
repository and will be described in separate emails.  The revisions
listed as "add" were already present in the repository and have only
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Summary of changes:
 .github/workflows/ci-python.yml                    |   1 +
 docs/docs/pypaimon/multimodal-search.md            |  29 +-
 .../paimon/globalindex/btree/BTreeFileFooter.java  |  13 +-
 .../globalindex/btree/BTreeGlobalIndexer.java      |   3 +-
 .../globalindex/btree/BTreeIndexOptions.java       |   9 +
 .../paimon/globalindex/btree/BTreeIndexReader.java |  56 +++-
 .../paimon/globalindex/btree/BTreeIndexWriter.java |  56 +++-
 .../paimon/globalindex/btree/BTreePostingList.java | 307 +++++++++++++++++++
 .../apache/paimon/utils/RoaringNavigableMap64.java |  25 +-
 .../globalindex/btree/AbstractIndexReaderTest.java |   7 +-
 .../globalindex/btree/BTreeIndexOptionsTest.java   |   6 +
 .../globalindex/btree/BTreeIndexReaderTest.java    |  57 +++-
 .../globalindex/btree/BTreePostingListTest.java    | 232 ++++++++++++++
 .../paimon/utils/RoaringNavigableMap64Test.java    |  26 ++
 .../apache/paimon/tests/SparkE2eOutputTest.java    |  73 +++++
 .../java/org/apache/paimon/tests/SparkE2eTest.java |  36 ++-
 .../eslib/index/ESIndexGlobalIndexReader.java      |  28 +-
 .../paimon/eslib/index/ESIndexGlobalIndexer.java   |  44 ++-
 .../apache/paimon/eslib/index/ESIndexOptions.java  |  21 +-
 .../eslib/index/ESIndexVectorMetricTest.java       | 116 +++++++
 .../flink/sink/GlobalFullCompactionSinkWrite.java  |   2 +-
 .../sink/GlobalFullCompactionSinkWriteTest.java    | 147 +++++++++
 .../apache/paimon/format/avro/AvroFileFormat.java  |  23 +-
 .../paimon/format/avro/AvroFileFormatTest.java     |  29 +-
 .../pypaimon/multimodal/lerobot/dataset.py         |  19 ++
 paimon-python/pypaimon/multimodal/query.py         |  29 +-
 paimon-python/pypaimon/ray/batch_vector_search.py  | 116 +++++++
 paimon-python/pypaimon/ray/vector_search.py        |  25 +-
 .../pypaimon/read/reader/format_blob_reader.py     |  11 +-
 .../pypaimon/read/reader/format_pyarrow_reader.py  |   7 +
 paimon-python/pypaimon/schema/data_types.py        |   5 +-
 .../pypaimon/table/source/vector_search_read.py    |  29 +-
 paimon-python/pypaimon/tests/blob_test.py          | 253 +++++++++++++---
 .../pypaimon/tests/daft/daft_on_ray_e2e_test.py    |   2 +
 paimon-python/pypaimon/tests/data_types_test.py    |  59 ++++
 .../pypaimon/tests/multimodal_lerobot_test.py      |  77 +++++
 paimon-python/pypaimon/tests/native_plan_test.py   |  34 +++
 .../pypaimon/tests/parquet_metadata_cache_test.py  | 130 ++++++--
 .../pypaimon/tests/ray_batch_vector_search_test.py | 335 +++++++++++++++++++++
 .../pypaimon/tests/write/write_buffer_test.py      |  17 +-
 .../pypaimon/write/writer/composite_data_writer.py | 186 ++++++++++++
 .../pypaimon/write/writer/data_vector_writer.py    | 152 +---------
 paimon-python/pypaimon/write/writer/data_writer.py |  89 +++---
 .../write/writer/dedicated_format_writer.py        | 197 +-----------
 paimon-spark/paimon-spark-ut-4.0/pom.xml           |   2 +-
 .../paimon/spark/sql/DeletionVectorTest.scala      |   3 +-
 46 files changed, 2573 insertions(+), 550 deletions(-)
 create mode 100644 
paimon-common/src/main/java/org/apache/paimon/globalindex/btree/BTreePostingList.java
 create mode 100644 
paimon-common/src/test/java/org/apache/paimon/globalindex/btree/BTreePostingListTest.java
 create mode 100644 
paimon-e2e-tests/src/test/java/org/apache/paimon/tests/SparkE2eOutputTest.java
 create mode 100644 
paimon-flink/paimon-flink-common/src/test/java/org/apache/paimon/flink/sink/GlobalFullCompactionSinkWriteTest.java
 create mode 100644 paimon-python/pypaimon/ray/batch_vector_search.py
 create mode 100644 paimon-python/pypaimon/tests/ray_batch_vector_search_test.py
 create mode 100644 paimon-python/pypaimon/write/writer/composite_data_writer.py

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