[GLUTEN-6887][VL] Daily Update Velox Version (2026_03_24)

[GlutenPerfBot]

Upstream Velox's New Commits:

a6b99fc9e by Masha Basmanova, fix: Handle non-decimal HUGEINT types in Variant::toString and toJson (16893)
1e19ac67f by Avinash Raj, fix(build): Register /usr/local/lib64 with ldconfig after gflags install on CentOS 9 (16817)
49cbdb1d5 by Christian Zentgraf, fix(build): Use correct namespace for HiveCommitMessage (16884)
cf9ee6b0a by Masha Basmanova, feat: Add toPrestoTypeSql() for Presto SQL type formatting (16876)
9357ee458 by Henry Edwin Dikeman, refactor(hive): Extract JSON field name constants in HiveDataSink (16863)
92917548a by Han Yan, Back out D96046667: "refactor: Remove VectorSerde::kind() method, use static serializer names" (16860)
49fc9e092 by Jiaqi Zhang, Add fileformat runtime stats (16862)
3f00bb12d by Alex Zhavnerchik, fix(hive): allow FileIndexReader for Flux (16850)
06efd699b by Kevin Wilfong, feat: Add templated return type to CardinalityFunction (16849)
47aa762ed by Masha Basmanova, docs: Add coding style rule against generic *Utils/*Helpers naming (16858)
666cbef90 by Zac Wen, fix(hive): Simplify UnionResultIterator::hasNext() logic (16851)
9886ef8f6 by Zhichen Xu, fix(rpc): Remove gmock dependency from RPCNodeTest to fix OSS GCC-14 build (16848)
b7fdad2c5 by Kent Yao, feat(sparksql): Support RESPECT NULLS for Spark collect_set aggregate function (16416)
66e644edf by Rui Mo, feat: Add TIME_MICRO_UTC type (16468)
3cd19c594 by Xiaoxuan Meng, feat: Add simdFill utility to SimdUtil (16845)
d8f5c77e9 by Masha Basmanova, feat(joins): Add counting semi-join and anti-join (16841)
512aa153f by Abhinav Mukherjee, feat: Add vector_sum aggregate function using Simple API (16498)
9a54e15bb by Simon Eves, feat(cudf): GPU Decimal (Part 1 of 3) (16612)
922d64ce5 by Zac Wen, feat(hive): Add UnionResultIterator for multi-split index lookup (16812)
abed025a6 by Kk Pulla, feat(operator): Add MarkSorted Python bindings (16654)
230b50c42 by Kk Pulla, perf(operator): Add MarkSorted performance optimizations (16653)
27be0f31b by Krishna Pai, fix(build): Run single exchange fuzzer instance to avoid OOM (16846)
e3f194b4c by Masha Basmanova, feat: Add valueToString to TimestampWithTimeZoneType (16840)
59585ffe0 by Krishna Pai, build: Optimize fuzzer compile with higher parallelism, shared build, and targeted targets (16797)
99656e94f by Amit Dutta, fix: Copy pattern string in LikeGeneric to prevent use-after-free crash (16830)
c674e4aa9 by Ke Wang, misc: Remove unused footer estimated size constant (16822)
3bd5486c7 by Zhichen Xu, feat(rpc): Add RPC function stubs for sidecar discovery [5/8] (OSS) (16793)
0e190e17f by Krishna Pai, fix: Back out Avoid redundant outputBuffer clearing (16829)
455daccc2 by Han Yan, refactor: Remove VectorSerde::kind() method, use static serializer names (16710)
33d609bfe by Manikanta Loya, fix(dwrf): Fix dangling StringView keys in FlatMapColumnWriter (16800)
0ab919d30 by Jimmy Lu, fix: Validate buffer index in Arrow Utf8View import (16808)
4cdf5a279 by Deepak Majeti, feat(cudf): Run tests in CI (15700)
16c2a8ad8 by lingbin, fix: Remove redundant checks in BufferInputStream (16780)
58863985a by Ping Liu, feat(parquet): Support read TIME_MILLIS parquet type (16217)
48cb6b10e by Masha Basmanova, fix: Fix map_from_entries on empty array with UNKNOWN element type (16815)
8448c71f0 by Masha Basmanova, fix: SignatureBinder::tryBindVariablesWithCoercion failure on integer variables (16814)
cfa5bff99 by Zhichen Xu, feat(rpc): Add unit tests and reference implementation for RPC framework [4/8] (OSS) (16792)
495bc9157 by Simon Eves, feat(cudf): Add CUDF concat(VARCHAR) for TPC-DS (16729)
c8ff3e8dc by Ping Liu, docs: Add blog post of processing unicode with SIMD (16764)
82cffb9d9 by Xiao Du, fix: Add per-iteration seed logging to MemoryArbitrationFuzzer (16810)
e0169a0b2 by Zac Wen, refactor(hive): Add pluggable index reader support (16803)
522d04499 by Patrick Sullivan, Make remote function execution async (16598)
550e5e3fb by Krishna Pai, Remove VELOX_ENABLE_BACKWARD_COMPATIBILITY from Writer::close() (16801)
36a7e35ca by Pedro Eugenio Rocha Pedreira, test: Add PrintTo for test param structs to improve gtest output (16796)
4e4b841ed by rexan, fix: Allow scientific when casting from decimal to string (14910)
965ada28c by Jimmy Lu, fix(parquet): Potential out of bound access reading bad data (16799)
daa26a157 by Han Yan, Refactor KeyEncoderTest: extract test loop boilerplate (16766)
0b7f909ba by Jialiang Tan, feat(spill): Add row_number_spill_file_create_config for RowNumber operator (16802)
30bc96568 by Zhichen Xu, feat(rpc): Add RPCOperator, RPCState, RPCRateLimiter, and RPCPlanNodeTranslator [3/8] (OSS) (16787)
c696df4b2 by Ping Liu, perf: Optimize cappedLengthUnicode and cappedByteLengthUnicode with SIMD (16428)
4a479841a by Pedro Eugenio Rocha Pedreira, test: Add ArraySplitIntoChunksTest.cpp back to CMake (16788)
0bed498ba by Kevin Wilfong, misc: Add option to UnnestNode to enable/disable splitting of output (16762)
18fe4451e by Pratik Pugalia, build: Add additional_context and dry_run inputs to Claude workflow_dispatch (16798)
8e248e232 by Xiao Du, fix: Disable MarkDistinct spill (16790)
0322c97a3 by Zhichen Xu, feat(rpc): Add RPCNode plan node to core/PlanNode.h [2/8] (OSS) (16727)
bf972e6a7 by Rui Mo, build: Undefined symbols `registerArraySplitIntoChunksFunctions` (16781)
e2e5f11af by Jimmy Lu, fix: Validate deserialized sizes before vector::resize to prevent process crash (16763)
cf2322827 by Xiaoxuan Meng, feat: Add native preload support to DirectBufferedInput and CachedBufferedInput (16768)
a3770113e by Allen Shen, feat: Add array_split_into_chunks function (16584)
5864de104 by lifulong, fix: Fix cast sum(decimal(18,4)) to float precision miss (16588)
4609a36cb by Ping Liu, test: Add stats based parquet file filter test (16709)
c935428e7 by Rui Mo, misc: Prepare for time type extension (16662)
48320d536 by lingbin, refactor: Clean up AllocationTest includes and remove leftover debug log (16720)
64a2fd39f by Christian Zentgraf, feat(ci): Move gh action installs to the dependency image (16667)
98f803492 by Shakyan Kushwaha, docs: Update coverage.rst for localtimestamp and current_time (16565)
77212fb04 by Simon Eves, feat(prestosql): Add ceil(DECIMAL) PrestoSQL function (16253)
0c6a01f51 by Shruti Shivakumar, feat(cudf): Update cudf and related dependency pins to 2026-03-12 (16752)
63efbb0a5 by Ping Liu, docs: Add comments to PositionalDeleteFileReader (16746)
18b4f71d3 by Xiao Du, feat: Add MarkDistinct Fuzzer (16600)
ec4af5027 by Han Yan, Add name() accessor to VectorSerde classes (16772)
9b35b9638 by Pratik Pugalia, Fix pre-commit lint issues in website files (16773)
8fe74b331 by lingbin, fix: Fix redundant prefix increment before assignment in StreamArena (16717)
810b19d6d by Abhinav Mukherjee, Re-add dot_product UDF with test fix (16740)
bef4c3772 by Ali LeClerc, docs: update veloxcon banner on velox-lib.io (16754)
74f127c20 by Krishna Pai, build: Optimize CI with test splitting and 32-core runner (16691)
e7dd656c9 by Ping Liu, feat: Collect Iceberg stats (16062)

velox_branch: https://github.com/IBM/velox/commits/dft-2026_03_24

Related issue: #6887

[zhouyuan]

The rebase requires changes introduced by below two patches:
facebookincubator/velox#16416 - changed the signature for collect_set()
facebookincubator/velox#14910 - changed the semantic behavior for cast decimal
facebookincubator/velox#16841 - changed the api for hashtable build

Cc: @yaooqinn @boneanxs

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