From 911ccbc41bb51b3ac360d8c42fe3a1475de6ee33 Mon Sep 17 00:00:00 2001 From: Andy Grove Date: Tue, 1 Jul 2025 07:16:56 -0600 Subject: [PATCH 1/8] Comet 0.9.0 --- .../blog/2025-07-01-datafusion-comet-0.9.0.md | 125 ++++++++++++++++++ 1 file changed, 125 insertions(+) create mode 100644 content/blog/2025-07-01-datafusion-comet-0.9.0.md diff --git a/content/blog/2025-07-01-datafusion-comet-0.9.0.md b/content/blog/2025-07-01-datafusion-comet-0.9.0.md new file mode 100644 index 00000000..0cd5bace --- /dev/null +++ b/content/blog/2025-07-01-datafusion-comet-0.9.0.md @@ -0,0 +1,125 @@ +--- +layout: post +title: Apache DataFusion Comet 0.8.0 Release +date: 2025-05-06 +author: pmc +categories: [subprojects] +--- + + + +The Apache DataFusion PMC is pleased to announce version 0.9.0 of the [Comet](https://datafusion.apache.org/comet/) subproject. + +Comet is an accelerator for Apache Spark that translates Spark physical plans to DataFusion physical plans for +improved performance and efficiency without requiring any code changes. + +This release covers approximately ten weeks of development work and is the result of merging 139 PRs from 24 +contributors. See the [change log] for more information. + +[change log]: https://github.com/apache/datafusion-comet/blob/main/dev/changelog/0.9.0.md + +## Release Highlights + +### Complex Type Support in Parquet Scans + +Comet now supports complex types (Structs, Maps, and Arrays) when reading Parquet files. This functionality is not +yet available when reading Parquet files from Apache Iceberg. + +This functionality was only available in previous releases when manually specifying one of the new experimental +scan implementations. Comet now automatically chooses the best scan implementation based on the input schema, and no +longer requires manual configuration. + +### Complex Type Processing Improvements + +Numerous improvements have been made to complex type support to ensure Spark-compatible behavior when casting between +structs and accessing fields within deeply nested types. + +### Shuffle Improvements + +Comet now accelerates a broader range of shuffle operations, leading to more queries running fully natively. In +previous releases, some shuffle operations fell back to Spark to avoid some known bugs in Comet, and these bugs have +now been fixed. + +### New Features + +Comet 0.9.0 adds support for the following Spark expressions: + +- ArrayDistinct +- ArrayMax +- ArrayRepeat +- ArrayUnion +- BitCount +- BitNot +- Expm1 +- MapValues +- Signum +- ToPrettyString +- map[] + +### Improved Spark SQL Test Coverage + +Comet now passes 97% of the Spark SQL test suite, with more than 24,000 tests passing (based on testing against +Spark 3.5.6). + +This release contains numerous bug fixes to achieve this coverage, including improved support for exchange reuse +when AQE is enabled. The remaining ignored tests are mostly related to metric differences or tests irrelevant to +Comet, such as tests for whole-stage code generation. + +| Module | Passed | Ignored | Canceled | Total | +| -------- | ------ | ------- | -------- | ------ | +| catalyst | 7,232 | 5 | 1 | 7,238 | +| core-1 | 9,186 | 246 | 6 | 9,438 | +| core-2 | 2,649 | 393 | 0 | 3,042 | +| core-3 | 1,757 | 136 | 16 | 1,909 | +| hive-1 | 2,174 | 14 | 4 | 2,192 | +| hive-2 | 19 | 1 | 4 | 24 | +| hive-3 | 1,058 | 11 | 4 | 1,073 | +| Total | 24,075 | 806 | 31 | 24,912 | + +### Memory & Performance Tracing + +Comet now provides a tracing feature for analyzing performance and off-heap versus on-heap memory usage. See the +Comet Tracing Guide for more information. + +### Spark Compatibility + +- Spark 3.4.3 with JDK 11 & 17, Scala 2.12 & 2.13 +- Spark 3.5.4 through 3.5.6 with JDK 11 & 17, Scala 2.12 & 2.13 +- Experimental support for Spark 4.0.0 with JDK 17, Scala 2.13 + +Note that Java 8 support was removed from this release because Apache Arrow no longer supports it. + +## Getting Involved + +The Comet project welcomes new contributors. We use the same [Slack and Discord] channels as the main DataFusion +project and have a weekly [DataFusion video call]. + +[Slack and Discord]: https://datafusion.apache.org/contributor-guide/communication.html#slack-and-discord +[DataFusion video call]: https://docs.google.com/document/d/1NBpkIAuU7O9h8Br5CbFksDhX-L9TyO9wmGLPMe0Plc8/edit?usp=sharing + +The easiest way to get involved is to test Comet with your current Spark jobs and file issues for any bugs or +performance regressions that you find. See the [Getting Started] guide for instructions on downloading and installing +Comet. + +[Getting Started]: https://datafusion.apache.org/comet/user-guide/installation.html + +There are also many [good first issues] waiting for contributions. + +[good first issues]: https://github.com/apache/datafusion-comet/contribute From 95d0d8ba2c6a97fb26f337073f411a5e9bef07de Mon Sep 17 00:00:00 2001 From: Andy Grove Date: Tue, 1 Jul 2025 07:19:09 -0600 Subject: [PATCH 2/8] add image --- .../blog/2025-07-01-datafusion-comet-0.9.0.md | 11 ++++++++++- content/images/comet-0.9.0/tracing.png | Bin 0 -> 153447 bytes 2 files changed, 10 insertions(+), 1 deletion(-) create mode 100644 content/images/comet-0.9.0/tracing.png diff --git a/content/blog/2025-07-01-datafusion-comet-0.9.0.md b/content/blog/2025-07-01-datafusion-comet-0.9.0.md index 0cd5bace..67faa6ea 100644 --- a/content/blog/2025-07-01-datafusion-comet-0.9.0.md +++ b/content/blog/2025-07-01-datafusion-comet-0.9.0.md @@ -96,7 +96,16 @@ Comet, such as tests for whole-stage code generation. ### Memory & Performance Tracing Comet now provides a tracing feature for analyzing performance and off-heap versus on-heap memory usage. See the -Comet Tracing Guide for more information. +[Comet Tracing Guide] for more information. + +[Comet Tracing Guide]: https://datafusion.apache.org/comet/contributor-guide/tracing.html + + ### Spark Compatibility diff --git a/content/images/comet-0.9.0/tracing.png b/content/images/comet-0.9.0/tracing.png new file mode 100644 index 0000000000000000000000000000000000000000..3311ba559ad18e2b8ad1ec419754cf8b8258fd85 GIT binary patch literal 153447 zcmeFZWmKF?(=I%?TOb5?cV}>ScMGnAySoJl9wfL!@C0`W1W52;!7aGE!@0BfWAFOT zpLebA{Cj#0!%Rzc_to9ibydwww5qZU8ZrSg2n0ftla*8lfnb4`P~(Wuz(4UjkyjuP zk+H9)uDiOa7n!rGlNH3?lFZ%5*^A6zzdPS^$L1u;O`_@1di?tGx zesYo@<4``sdaoq?K~o#OhjdEB!DeT#&CgG@=Fn~0L zt8j?)!LR7KQ!OSBaw|c^Z^Kom#pnvx0Ky^IoN#<0@RyjCHKTgPMiXLBW?qiNZ5Uq~}fP#kr~plA1zpZ?}|0cTs(B_`+Z-Orvc z*P(th$mDcs+?~2-oYHVvrgU!i-ys%MOHQg6D5v8$C&oYQD8lsAwBNf!3y3s-dR}(IWS3np+k)&j5pP&*nmRcz z^Zw*p^*#aa?IF`am!4R~-2KYJg%XluQs2s#OXY)Y zE4FQGN@f>qYl}*(n45pv+Eq7CnyUm`9hc0l_@0=bj`Zdr=wK-0nGa-?jviWNcr?xL z=%$R0u+pTW8duKv>qy>*vN8-)yf zMru8A3Ok1lZNGn?%JJJr3(bs&psi7@2ZNQ3piI89>8Ih5Cr+oJ9}Bo>%r6ibkAl#B z>}4;Hdhgis<_>UkZK~OxU3^=*!8hK`v;xvqzqK`o#Q{{GpJF!+S@9SIhI)$02Om7p z^SGrMV{6eWD#hlVm6dL$31y<6$3E(ynas3S!<6RR#OLnkyc=ou$l&2?r~TdHnlXa6 z=dFL@c;t~2qZ|TC??Ky~{1c z-==;VZ3WX4MiB|@;Oggc_T#Himp}FAQ@X4-<4H27M-}HFTN@&WFHI**5X-W>2zbeoRLYuCdIgrXPUs&bFQ^IfC^?N6m z9a$x&WW^z#NKKS6-nM>OR_8aj1b9?_eSZa6)8ia@&us@Rr)TVtFdF_L(#X7Ra+&x+ zZ~*hTsJcC6{*^K_1Ui6W6P~Vl=rO~#WFn13eN%7;?c@3^I`LWWl?H+%<-8TEbx^Av za%W>3-F=`&I}h}0nd;HAD9(l?U(e=yh*nrhYa2uT(@0a6*i>#x83FE>4$8&(21Gv7 zs%G*p3}@{JT-IDxS257d`JmT``Z688zso}J?1uLF_WfO7z$me!Li>z4*~CSG>lV`p zX4YnBm`JWGCB)-Kn#(GJ3}=WAxR^}i-287FcWOpviM)|OP-!11C`x+fTe%m&?xsub zKK6ZFj&4S<=d)8gmv#ft~&^|-AqO-j^AhJ8WD?E$AM*L+(`!dOw&xvG< zZcX5#gzN(J$aB^}fNr>i9II!37Cn+^;tSh2@EB7U!Qc5MX+>cSTMwmxot&;^4vr%s zz>MYG$djoD>iKQ{$y-hJ+$CPTuejB`-an|SPq8w-94nJMK6u)AxRU1`E#C%jQ=>JR z2lJUiIV;Enjm2M%Dfp@6x#cLAVk(g5@rCVQq_D#cVQFA8`rB)$8e-$?#-$a325Jyd z2)@S_N)Uq@Au?Z13#dU&YP|(8uByBvGb1qJr-5%ThZSLVUsjGpRSSt|F(gUOGrn>eB-@m`)< z^->>)g(hhGs4l8?1@mkiV?Qd#981;;svnu%jgA$tMaEYtpvusE%R`Y#v(h;RZwBRP z1%CbtfbENnbg#hLjF?)#RW4M% zKp_rKY+6Y2ied~}Y!XEl*Bjl}ws5bo(8?~AAZqW|@H^H`%Uwlmx{UMG^**nOC8+u& zg&rdD^kx&A8KPG}g0GQGkYnGSQYY8%nEK-+8()6rK%*#f<#CPYM=&EcN6%_`XGPcC zfP5;yH?0Hu%@0kq`#Rr06B>mu+&`dnyheq4k%8(-`6ed#@RHzK4F7zDXTrI$I@ng% zqlap!ZxWFcXIj>lvu(TlZN!O&u(G}A%Vp#=0c7t{j)vf~iatN0XUl!!D`c|RWmz;g zJcb9bpIM8=w380Yev<=)Iq3y#Ny^1u7)1iF(i%XUR*gog_C^$@H=ZsxdLETioQQrr zEON<5a2{6ZO20nkK}k=@dc)AneWCGxdhAM?&ofb4CA}54pejG#>Lf| zyMt9>ap5*2OoJ}Gc>d`AsATv)$%!_zQUgNSgsQT9q`2iUwqaXBoL$Vs(1hICt{ik2 z2{@O?3FrW^%xPFSvAK?x7##JLmH3%d~bTkrsAH5 zG;D(@Sgpx=w<2uS;)~g!ge1SqZb5Ure$8wiD-@0IQ^fl{?&p>qQ{Nmu60e!m0uy zvn@|(Cbe<|cUVz}(l}e+;XWrnxEJk$qb>a>#N{09H?{U7OPP}@e?oyf%-h;tVQ;}eR z2B&^t%;&~LEi33JD+=cD+;7{8xR%86zX{f!gU(+*_mFr2y zM2iXAuRtdW4UW1LM{~fhBMwbUj%b7aCZx9G%!;59Yb5^@LU)?Drks$;6(8ag5A}&n z8TNbqv9tJmp~@AVv6v~%c|JLF zyd#jTY-EP;ZcnOHW0wk|&daNtsNqmHe~TuQPL~Kgi5D|s;^l|Dn%9t z89hr8TeUO)6uTIle+OY*Z|Xoy0y$FLzAnL4{q6g+j2A0r1UBhRS>a@gajABTQ{}C6 zlbEleT5~8?`X?tryj%s`S~Y7nT*u@&L~^yqhQ4AsH%i*}04vB6-AtG>l}rM&Zz#r)br8Ys#gG2>on6{sX6QQAC>@LwG;m zq=^++-p~0K&gSRgX)D7|m2y}t==W6QBNnD$|EQL=M^O}Q4ZWqz*WwVu_}u6ei;@^7 zSJ0TT=7}bf)vHrT#1j>q7dkdo^eF_il-Sog62e1Y#u_8|vqX1fO1oGS|EgG+URJK` zmp9Gv$XIy96|CUP+b5Gs)h)4QPOQDCWI@*=rZW!1v#<{OvH4|j|B&P>vMdg|5Lv=lfGdS&KhOm7%qovo2t=r$N}{gO*g1fX+0O6n6OI5cAukPutWYTnabo z5DLdc2vWB`MqOzWta#xtA`%&iD8DmaYHN2!Je^nVf*6$Y;1JDN75d0w3$^1Rc}tAA zVE$&X7bGIUXk@Q#sO0>9Lu!Z=A*wSpvyxGt;edf-Kdo1fRf;^K&IJ#X5n15?M5kC~ zm4#X}oJ+(O5K8~C4eTQ190XmKKa08oO0ZF=Dzn(5x^>5^fDR!LC5TC$4`H<<&JVO> z9Q3PVLC@Mkj9f)`f^tNZ+AnAJ|pwOc0ax9p4ov2N*c zsMR)u1(SuZvXwbXN0tq4(gHq;d;H)^VR*fMH6oGbV$KjR$Ig8XUPlwcEY7R4(6}EL zs844RxS(0Qd8Z$S@3ZLOL~k1}F)IqCyuAr))WIrO(grvzO~@A8?EScksdGI((W?{5 z`Mk?5>xU407j!GL-$ERA=JhP{usxu!sHmTG7}Y4iEKZtkGc#*w0iRW=VxczJB(EMo z{h|dh*h{+BlkM}8b3Rbldd@4|~lB_7cr=FjeD zVhOIK!qTvb2;f@wmMP34aRJP$p2>{ZD{?V+I{b;~>j+&r`%>*M^%lrwK}j=-7geoI zAyr=$sH!DgPuLfmqFwSa&Lx$TH6<}zi4B6`20Fd7oDX`CB*;wo25^T&bvoP+k1a~@ zHjj!wenPUP82FWVXJ7z!FT2cIOA8;2Mzh9whfwGsc%OYOLElTEAF}zS;nkt@Fj3U< zdwI!iJ8D#+@}s)FvT26N?XOB$`Y=7guxPcf=*tMmrt|fBs>zJtx1{E#HgM}C$5o&4 z-VR(BezyZbdKJY-F6kd&17Fvru~@Q=^=EZjIv;|PUWYl_5{mwWnUv;(Tf`ZDwY;`S zD!GA8_8gkz5*|bd14nwR7{JDV%mbGxL|%*b4ay?l=qD`)o!LM`3%921=J$%==lD|6 zeOzaIMm-X>7_)RKV;R}rk3$G-u||Cr@XUvlNR!lJkZ?WeL0+sjjoVWJ$s4 zC%VYO66C}mTK2)X^pxxfJ^SS?BB7ONDIk1kHQ$o83Zvi)<80}I9Zpw8M6TZ0`ujaL zm=wFxY-NfP#0XH`HyW&9Q&M%x)+$xJ*|qnG+%3)%wc`{;*MDnXMT+d6W++$jd3DpCo1&K^{YGqsz5OJ4|+4ovHU-Qz% z%ZD4Ao3vE4ax|F8>Byn+c_* zSNaiTlH|D}w8+QB8>z8m*hvi8d*$VOmcbsk4b7&Ka;>9+Z&-Znrcek8W!Kwx>wV$K zY~Y}TIz8jSM%*8@Q%=6xgnis;Y|{;Y$nqpD)s=5oc41(_qw6s79;Q1@;Qt{i5$i6| zsxE<#7MfG5UvE^Y})wZpgO8q{GK$>-w=r*_(S=Vr%2)R@^~EqSmR z4~wk^4NZ%QwdV&otOTfr|W>YOdCR;=j#wk6N1FsovGgX%t; zKP-KLy8LbO-YNdo04y$s=tf^V!>i2SYaCDBlDl65(ZA7C6bn3f8M2}N*1N_-3dZ1# zLJU6NC`|^9;!kk z@P!^xF@lz3$_(J=D$F~nrw!k7$Wxmhby^Bh*$VJB+EB#0Pul|Mk?{Mu`dndNH-e8rB?&nC5gS6 zSkNHRy3eAuGdB4S54}09X;;7tqdYBUKjm%QK z1SCk{c{2uC_}wiko?p)S~4};)A2! 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HcmV?d00001 From 46e732d9d60ba4fa51ae1ecdf8e4dd135469497d Mon Sep 17 00:00:00 2001 From: Andy Grove Date: Tue, 1 Jul 2025 07:20:00 -0600 Subject: [PATCH 3/8] fix frontmatter --- content/blog/2025-07-01-datafusion-comet-0.9.0.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/content/blog/2025-07-01-datafusion-comet-0.9.0.md b/content/blog/2025-07-01-datafusion-comet-0.9.0.md index 67faa6ea..fc507a02 100644 --- a/content/blog/2025-07-01-datafusion-comet-0.9.0.md +++ b/content/blog/2025-07-01-datafusion-comet-0.9.0.md @@ -1,7 +1,7 @@ --- layout: post -title: Apache DataFusion Comet 0.8.0 Release -date: 2025-05-06 +title: Apache DataFusion Comet 0.9.0 Release +date: 2025-07-01 author: pmc categories: [subprojects] --- From 2984b372971e142afdbc6a021f20a31b870d58cf Mon Sep 17 00:00:00 2001 From: Andy Grove Date: Tue, 1 Jul 2025 07:22:38 -0600 Subject: [PATCH 4/8] fix table --- .../blog/2025-07-01-datafusion-comet-0.9.0.md | 31 +++++++++++++------ 1 file changed, 21 insertions(+), 10 deletions(-) diff --git a/content/blog/2025-07-01-datafusion-comet-0.9.0.md b/content/blog/2025-07-01-datafusion-comet-0.9.0.md index fc507a02..f44b65ea 100644 --- a/content/blog/2025-07-01-datafusion-comet-0.9.0.md +++ b/content/blog/2025-07-01-datafusion-comet-0.9.0.md @@ -82,16 +82,27 @@ This release contains numerous bug fixes to achieve this coverage, including imp when AQE is enabled. The remaining ignored tests are mostly related to metric differences or tests irrelevant to Comet, such as tests for whole-stage code generation. -| Module | Passed | Ignored | Canceled | Total | -| -------- | ------ | ------- | -------- | ------ | -| catalyst | 7,232 | 5 | 1 | 7,238 | -| core-1 | 9,186 | 246 | 6 | 9,438 | -| core-2 | 2,649 | 393 | 0 | 3,042 | -| core-3 | 1,757 | 136 | 16 | 1,909 | -| hive-1 | 2,174 | 14 | 4 | 2,192 | -| hive-2 | 19 | 1 | 4 | 24 | -| hive-3 | 1,058 | 11 | 4 | 1,073 | -| Total | 24,075 | 806 | 31 | 24,912 | + + + + + + + + + + + + + + + + + + + + +
ModulePassedIgnoredCanceledTotal
catalyst7,232517,238
core-19,18624669,438
core-22,64939303,042
core-31,757136161,909
hive-12,1741442,192
hive-2191424
hive-31,0581141,073
Total24,0758063124,912
### Memory & Performance Tracing From 3b357ee858bbb7727763793567289e7fe5f2deca Mon Sep 17 00:00:00 2001 From: Andy Grove Date: Tue, 1 Jul 2025 07:25:42 -0600 Subject: [PATCH 5/8] fix table --- .../blog/2025-07-01-datafusion-comet-0.9.0.md | 27 +++++++++++++++++++ 1 file changed, 27 insertions(+) diff --git a/content/blog/2025-07-01-datafusion-comet-0.9.0.md b/content/blog/2025-07-01-datafusion-comet-0.9.0.md index f44b65ea..403bb858 100644 --- a/content/blog/2025-07-01-datafusion-comet-0.9.0.md +++ b/content/blog/2025-07-01-datafusion-comet-0.9.0.md @@ -82,6 +82,33 @@ This release contains numerous bug fixes to achieve this coverage, including imp when AQE is enabled. The remaining ignored tests are mostly related to metric differences or tests irrelevant to Comet, such as tests for whole-stage code generation. + + From b22debf8b40994b1687412076eb5f9db1c05fdf3 Mon Sep 17 00:00:00 2001 From: Andy Grove Date: Wed, 2 Jul 2025 08:08:42 -0600 Subject: [PATCH 6/8] add link to Spark epic --- content/blog/2025-07-01-datafusion-comet-0.9.0.md | 3 +++ 1 file changed, 3 insertions(+) diff --git a/content/blog/2025-07-01-datafusion-comet-0.9.0.md b/content/blog/2025-07-01-datafusion-comet-0.9.0.md index 403bb858..09a6aac7 100644 --- a/content/blog/2025-07-01-datafusion-comet-0.9.0.md +++ b/content/blog/2025-07-01-datafusion-comet-0.9.0.md @@ -151,6 +151,9 @@ alt="Comet Tracing" - Spark 3.5.4 through 3.5.6 with JDK 11 & 17, Scala 2.12 & 2.13 - Experimental support for Spark 4.0.0 with JDK 17, Scala 2.13 +We are looking for help from the community to fully support Spark 4.0.0. See +https://github.com/apache/datafusion-comet/issues/1637 for more information. + Note that Java 8 support was removed from this release because Apache Arrow no longer supports it. ## Getting Involved From 8bafe432ac8d1e7b3be1d704e39c254ce6e71756 Mon Sep 17 00:00:00 2001 From: Andy Grove Date: Wed, 2 Jul 2025 08:10:23 -0600 Subject: [PATCH 7/8] add link to Spark epic --- content/blog/2025-07-01-datafusion-comet-0.9.0.md | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/content/blog/2025-07-01-datafusion-comet-0.9.0.md b/content/blog/2025-07-01-datafusion-comet-0.9.0.md index 09a6aac7..992a54f7 100644 --- a/content/blog/2025-07-01-datafusion-comet-0.9.0.md +++ b/content/blog/2025-07-01-datafusion-comet-0.9.0.md @@ -151,8 +151,9 @@ alt="Comet Tracing" - Spark 3.5.4 through 3.5.6 with JDK 11 & 17, Scala 2.12 & 2.13 - Experimental support for Spark 4.0.0 with JDK 17, Scala 2.13 -We are looking for help from the community to fully support Spark 4.0.0. See -https://github.com/apache/datafusion-comet/issues/1637 for more information. +We are looking for help from the community to fully support Spark 4.0.0. See [EPIC: Support 4.0.0] for more information. + +[EPIC: Support 4.0.0]: https://github.com/apache/datafusion-comet/issues/1637 Note that Java 8 support was removed from this release because Apache Arrow no longer supports it. From 9e56b1de5f898aed705ff6949f9c55cb68cd051a Mon Sep 17 00:00:00 2001 From: Andy Grove Date: Fri, 4 Jul 2025 09:37:32 -0600 Subject: [PATCH 8/8] Address feedback --- content/blog/2025-07-01-datafusion-comet-0.9.0.md | 7 ++++--- 1 file changed, 4 insertions(+), 3 deletions(-) diff --git a/content/blog/2025-07-01-datafusion-comet-0.9.0.md b/content/blog/2025-07-01-datafusion-comet-0.9.0.md index 992a54f7..7fc35e69 100644 --- a/content/blog/2025-07-01-datafusion-comet-0.9.0.md +++ b/content/blog/2025-07-01-datafusion-comet-0.9.0.md @@ -76,11 +76,12 @@ Comet 0.9.0 adds support for the following Spark expressions: ### Improved Spark SQL Test Coverage Comet now passes 97% of the Spark SQL test suite, with more than 24,000 tests passing (based on testing against -Spark 3.5.6). +Spark 3.5.6). The remaining 3% of tests are ignored for various reasons, such as being too specific to Spark +internals, or testing for features that are not relevant to Comet, such as whole-stage code generation, which +is not needed when using a vectorized execution engine. This release contains numerous bug fixes to achieve this coverage, including improved support for exchange reuse -when AQE is enabled. The remaining ignored tests are mostly related to metric differences or tests irrelevant to -Comet, such as tests for whole-stage code generation. +when AQE is enabled.