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z!bjSfF>Kvd{jzbDu0lDjkd`)0@@x)^(vQnZJz)-Wobxv=gYn68$!8XP$~GMnJhMleRBKyfCt`!-Q#yBwqpG2#_d zd@8-E>$l(noah~c+UQz)EH~lo2Y91;BNC!i&n87-#* zW%1CQqOdl<8e3#@izTatNTmpY75U2JS{b^>LNmcdpqOSk>TrzaRW?={ZB#;81n8M@1+t-^f!V_t0H->=n4xMBjkB zS&qDVGl&{G*sP#P;!sr2kSNb(U5@X?g!0bz!Bm1^={r;9Q>9&s6h|h-j0{auGfbwv z_}uAs5G zAI3~$Ibn;#;xJ44rGVvArEh0uTD>N&A8Jv(j9cu}*@#=i(-A`Ww$g-l?@- zUj%B*-zTn`Hh|l@tb!;aK$QurfpzBRA9MGPqnbxG=?3q5YSi=`>N5R27++JB@Y z&zTD%HolP8>8tt2!Xher4cqZ+N%yH15iAiSN#NV{IRi&Z(@d}eAo`3Uy*OUP_+6Gw zzY6md>lfD4BO?h0<)YAZ7(x028yJy%G;;cGv&y8eh>(re};V<0G1rNdA{OMRAL zlB&60z3)j+){hW{+}gvC(2( zS + + + +Apache Iceberg provides a universal table format that serves as a foundation for modern data +lakehouse +platforms. With Iceberg, users store their tables with the benefit of being able to access +and modify their data from a number of different query engines. +[Apache Spark](https://spark.apache.org) is the engine most closely associated with Iceberg. The +[Iceberg Java repository](https://github.com/apache/iceberg), effectively the reference +implementation of the Iceberg spec, ships Spark as its most mature integration. It is also the +engine most teams rely on for table maintenance like compaction and snapshot expiration. +In addition to Java, the Iceberg community maintains a number +of other Iceberg implementations like [C++](https://github.com/apache/iceberg-cpp), +[Go](https://github.com/apache/iceberg-go), and [Rust](https://github.com/apache/iceberg-rust). +These other implementations benefit not only from the Iceberg specification, but also the lessons +learned and design decisions of the Java project's community. Furthermore, the Java repository's extensive +test suites include over 10,000 correctness tests driven by Spark. + +While Spark remains a powerful and robust engine, a number of projects exist to accelerate its +JVM-backed execution. One such solution is +[Apache DataFusion Comet](https://datafusion.apache.org/comet/), which was donated by Apple in 2024 +as a subproject of the [Apache DataFusion](https://datafusion.apache.org) query engine. Comet's +native execution engine runs CPU-bound jobs faster and IO-bound jobs with +fewer resources, giving users control over how they want to optimize their Spark jobs. + +## Accelerating Spark Queries with Comet + +Comet builds upon several related Apache projects including DataFusion (for its efficient operator +implementations like joins and aggregations), [Arrow-rs](https://github.com/apache/arrow-rs) +(for its standardized in-memory format and robust Parquet reader), and, somewhat surprisingly, +both the Java and the Rust implementations of Iceberg. To accelerate Spark queries, Comet +intercepts execution +at the physical plan level. After Spark has parsed, planned, and optimized a user's query, +Comet's JVM code runs as one final optimizer rule to convert Spark plan nodes to Comet plan nodes. +These Comet plan nodes have a superpower: they execute in DataFusion's Rust engine over columnar Arrow +data. + +

![Comet converts a Spark physical plan into an equivalent DataFusion physical plan](../../assets/images/2026-07-10-comet-plan-translation.png)
Comet converts a Spark physical plan into an equivalent DataFusion physical plan.
+ +So how does Comet use *both* Iceberg libraries to accelerate Spark queries over Iceberg tables? +As previously mentioned, Iceberg provides robust integrations with Spark, enabling users to query +their Iceberg tables regardless of the Spark API they are using (*e.g.*, SQL, Scala, or PySpark). +Iceberg relies on Spark's +[`Data Source v2`](https://spark.apache.org/docs/4.2.0-preview4/sql-data-sources-v2.html) API to +integrate with query planning, a process that +Apache Iceberg PMC member Russell Spitzer recently described in a talk titled +["An Extremely Technical Overview of How Apache Iceberg Planning Actually Works"](https://www.youtube.com/watch?v=kJaD0WuQ1Bg). +The short version of the talk is that given a query reading an Iceberg table, the Java +library inspects table metadata (*e.g.*, +version history, schema, statistics, file layout) to construct `FileScanTask` objects that describe the +low-level operations (*e.g.*, file paths and byte ranges) needed to +read Iceberg tables and provide data for downstream query operators. + +Comet still relies on Iceberg Java for this planning. Acceleration is possible because Iceberg Rust +has its own `FileScanTask`, so Comet uses it as the common abstraction between the two libraries: it +takes the `FileScanTask` objects that Iceberg Java produced and hands them to Iceberg Rust, which +reads the described files into the in-memory Arrow batches that feed the rest of the plan. + +
![Comet translates Iceberg Java's FileScanTask objects into Iceberg Rust's FileScanTask objects](../../assets/images/2026-07-10-comet-task-translation.png)
Comet translates Iceberg Java's FileScanTask objects into Iceberg Rust's FileScanTask objects.
+ +To measure Comet's impact on real workloads, the AWS Data on EKS team benchmarked Comet against +Spark alone on the TPC-DS 3 TB workload over Iceberg tables. Comet completed the suite roughly +40% faster (2,803.80s versus 4,665.47s) and accelerated 102 of the 103 TPC-DS queries, with only +a single query regressing. See the +[full benchmark writeup](https://awslabs.github.io/data-on-eks/docs/benchmarks/spark-datafusion-comet-benchmark) +for the complete methodology and per-query results. + +
![TPC-DS 3 TB on Iceberg: Spark with Comet completes in 2803.8s versus 4665.47s for Spark with Iceberg](../../assets/images/2026-07-10-comet-tpcds.png){ width="500" }
TPC-DS 3 TB (Iceberg) on AWS EKS: Spark with Comet completes the suite ~40% faster.
+ +Comet does not yet accelerate all Iceberg table reads. For example, Comet currently falls back to +Iceberg Java any time it encounters a table in format +[version 3](https://iceberg.apache.org/spec/#version-3-extended-types-and-capabilities) or newer. +This fallback behavior can be due to gaps in Comet or gaps in the underlying Iceberg Rust library. +However, Comet makes it easier to build new Iceberg Rust features and close those gaps. + +## Accelerating Iceberg Rust Development with Comet + +While the specification remains the reference for Iceberg developers, the lessons learned and +edge cases encountered by the Iceberg Java implementation provide an excellent corpus for other +implementers. Comet turns that corpus into a development tool for Iceberg Rust. + +The idea is to decouple execution from planning. Iceberg Java and Spark handle planning and produce +a trusted result, so they serve as an oracle. Comet and Iceberg Rust handle native execution, so +they become the system under test. Running them side by side is a form of differential testing: a +query that Comet executes natively should return exactly what Spark returns on its own, and any +difference points to a gap in Iceberg Rust or in Comet's translation between the two libraries. + +Comet's fallback behavior is what makes this practical. By default, Comet falls back to Iceberg Java +whenever it encounters a feature that Iceberg Rust cannot yet handle. Relaxing a fallback forces the +native path and exposes exactly where it breaks, which turns the process into ordinary test-driven +development against Iceberg Java's suite of over 10,000 Spark tests. A developer relaxes a fallback, +runs the tests that exercise the feature, inspects what the Java planner produces, and implements +whatever Iceberg Rust is missing to match it. + +The first iterations are noisy. Early on, a single test run could produce hundreds of failures. +Rather than triage them by hand, contributors have used AI assistants to read the relevant Iceberg +Java code and group the failures by root cause, then tackle whichever gap accounts for the +most. A wall of red becomes a prioritized backlog. + +This model is already producing results, with Comet contributors submitting [over 40 pull +requests](https://github.com/search?q=repo%3Aapache%2Ficeberg-rust+is%3Apr+author%3Ambutrovich+author%3Aparthchandra+author%3Ahsiang-c&type=pullrequests) +to Iceberg Rust spanning bug fixes, new features, and performance optimizations. For example, Comet has recently begun adding [preliminary Iceberg V3 +support](https://github.com/apache/datafusion-comet/pull/4887), reading deletion vectors against +an in-progress Iceberg Rust branch, with its fixes now being peeled off into standalone Iceberg +Rust contributions. Similarly, [adding Iceberg 1.11 support to +Comet](https://github.com/apache/datafusion-comet/pull/4840) surfaced two bugs in Iceberg Rust that +were [quickly](https://github.com/apache/iceberg-rust/pull/2781) +[fixed](https://github.com/apache/iceberg-rust/pull/2783). + +The comparison cuts both ways. Iceberg Java is usually the oracle, but sometimes Iceberg Rust's +behavior is the reference for the correct result. For example, Comet helped validate the fix for +[a bug in Iceberg Java's manifest delete file size after a rewrite table +action](https://github.com/apache/iceberg/pull/15470), confirming the corrected behavior against +Iceberg Rust. + +This workflow is becoming part of how both projects test. Comet's CI runs Iceberg Java's Spark +tests on every Comet pull request, so the shared corpus continuously guards the native path against +regressions. When a Comet contributor fixes a bug or adds a feature on an Iceberg Rust branch, they +typically open a Comet draft pull request that points at that branch and demonstrates previously +failing Iceberg Java tests passing end to end. The same setup is used informally to validate Iceberg +Rust release candidates. Comet is not a formal CI check for Iceberg Rust, but its developers are +encouraged to run their changes through Comet when validating a new feature. + +On its own, an open table format is little more than data at rest. Paired with an open source query +engine like DataFusion, it becomes the foundation of an open data platform. The work described here +is a small but growing example of what that looks like in practice: two communities building on +each other's strengths to make Iceberg faster to query and quicker to evolve. We are thrilled by the +deepening collaboration between the Iceberg and DataFusion communities, and we encourage anyone +interested to find a way to get involved. + +## Getting Involved + +Both Comet and Iceberg Rust welcome contributions. Comet tracks work through +GitHub [issues](https://github.com/apache/datafusion-comet/issues) and discussion happens through the +[Apache DataFusion communication channels](https://datafusion.apache.org/contributor-guide/communication.html), +while Iceberg Rust uses GitHub [issues](https://github.com/apache/iceberg-rust/issues) and the +[Apache Iceberg community channels](https://iceberg.apache.org/community/). + +There are several ways to get involved: + +- Give Comet a try to accelerate your Spark queries over Iceberg tables: see the + [Comet user guide](https://datafusion.apache.org/comet/user-guide/index.html) to get started, + point it at your existing workloads, and report any issues you encounter. +- Help close the gaps that cause Comet to fall back to Iceberg Java by contributing features to + [Iceberg Rust](https://github.com/apache/iceberg-rust). +- Review the contributor guides for + [Comet](https://datafusion.apache.org/comet/contributor-guide/index.html) and + [Iceberg Rust](https://github.com/apache/iceberg-rust/blob/main/CONTRIBUTING.md). +- Look for good first issues in + [Comet](https://github.com/apache/datafusion-comet/issues) and + [Iceberg Rust](https://github.com/apache/iceberg-rust/issues). + +For more information, visit the [Comet](https://github.com/apache/datafusion-comet) and +[Iceberg Rust](https://github.com/apache/iceberg-rust) repositories. \ No newline at end of file From 1c0d4c8cd1a558268f1aaa7004d365ca63b88de7 Mon Sep 17 00:00:00 2001 From: Matt Butrovich Date: Sat, 11 Jul 2026 07:23:25 -0400 Subject: [PATCH 02/13] add new figures and supporting text --- ...-rust-development-with-datafusion-comet.md | 42 +++++++++++++------ 1 file changed, 29 insertions(+), 13 deletions(-) diff --git a/site/docs/blog/posts/2026-07-10-accelerating-iceberg-rust-development-with-datafusion-comet.md b/site/docs/blog/posts/2026-07-10-accelerating-iceberg-rust-development-with-datafusion-comet.md index bb1e1ba33c93..f87c32d535e7 100644 --- a/site/docs/blog/posts/2026-07-10-accelerating-iceberg-rust-development-with-datafusion-comet.md +++ b/site/docs/blog/posts/2026-07-10-accelerating-iceberg-rust-development-with-datafusion-comet.md @@ -40,14 +40,17 @@ of other Iceberg implementations like [C++](https://github.com/apache/iceberg-cp [Go](https://github.com/apache/iceberg-go), and [Rust](https://github.com/apache/iceberg-rust). These other implementations benefit not only from the Iceberg specification, but also the lessons learned and design decisions of the Java project's community. Furthermore, the Java repository's extensive -test suites include over 10,000 correctness tests driven by Spark. +test suites include nearly 10,000 correctness tests driven by Spark (as of Iceberg 1.11 with +Spark 4.1). While Spark remains a powerful and robust engine, a number of projects exist to accelerate its JVM-backed execution. One such solution is [Apache DataFusion Comet](https://datafusion.apache.org/comet/), which was donated by Apple in 2024 as a subproject of the [Apache DataFusion](https://datafusion.apache.org) query engine. Comet's native execution engine runs CPU-bound jobs faster and IO-bound jobs with -fewer resources, giving users control over how they want to optimize their Spark jobs. +fewer resources, giving users control over how they want to optimize their Spark jobs. As we will +see, Comet does more than speed up queries: the same design that makes it fast also makes it a tool +for accelerating Iceberg Rust's development. ## Accelerating Spark Queries with Comet @@ -61,7 +64,7 @@ Comet's JVM code runs as one final optimizer rule to convert Spark plan nodes to These Comet plan nodes have a superpower: they execute in DataFusion's Rust engine over columnar Arrow data. -
![Comet converts a Spark physical plan into an equivalent DataFusion physical plan](../../assets/images/2026-07-10-comet-plan-translation.png)
Comet converts a Spark physical plan into an equivalent DataFusion physical plan.
+
![Comet converts a Spark physical plan into an equivalent DataFusion physical plan](../../assets/images/2026-07-10-comet-plan-translation.png){ width="750" }
Comet converts a Spark physical plan into an equivalent DataFusion physical plan.
So how does Comet use *both* Iceberg libraries to accelerate Spark queries over Iceberg tables? As previously mentioned, Iceberg provides robust integrations with Spark, enabling users to query @@ -82,7 +85,7 @@ has its own `FileScanTask`, so Comet uses it as the common abstraction between t takes the `FileScanTask` objects that Iceberg Java produced and hands them to Iceberg Rust, which reads the described files into the in-memory Arrow batches that feed the rest of the plan. -
![Comet translates Iceberg Java's FileScanTask objects into Iceberg Rust's FileScanTask objects](../../assets/images/2026-07-10-comet-task-translation.png)
Comet translates Iceberg Java's FileScanTask objects into Iceberg Rust's FileScanTask objects.
+
![Comet translates Iceberg Java's FileScanTask objects into Iceberg Rust's FileScanTask objects](../../assets/images/2026-07-10-comet-task-translation.png){ width="750" }
Comet translates Iceberg Java's FileScanTask objects into Iceberg Rust's FileScanTask objects.
To measure Comet's impact on real workloads, the AWS Data on EKS team benchmarked Comet against Spark alone on the TPC-DS 3 TB workload over Iceberg tables. Comet completed the suite roughly @@ -93,17 +96,26 @@ for the complete methodology and per-query results.
![TPC-DS 3 TB on Iceberg: Spark with Comet completes in 2803.8s versus 4665.47s for Spark with Iceberg](../../assets/images/2026-07-10-comet-tpcds.png){ width="500" }
TPC-DS 3 TB (Iceberg) on AWS EKS: Spark with Comet completes the suite ~40% faster.
+Raw speed only matters if the answers are correct. Comet prioritizes correctness and compatibility +with the libraries it accelerates. In addition to its own exhaustive test suites, Comet goes +further by running Iceberg Java's Spark test suites with Comet enabled as regression tests, so the +native path is continuously checked against the same corpus that guards the reference +implementation. + Comet does not yet accelerate all Iceberg table reads. For example, Comet currently falls back to Iceberg Java any time it encounters a table in format [version 3](https://iceberg.apache.org/spec/#version-3-extended-types-and-capabilities) or newer. This fallback behavior can be due to gaps in Comet or gaps in the underlying Iceberg Rust library. -However, Comet makes it easier to build new Iceberg Rust features and close those gaps. +A consequence is that when Comet runs Iceberg Java's Spark suites, many tests silently take the +Iceberg Java path rather than exercising Comet's native execution, so not every passing test +reflects an accelerated read. That same graceful fallback, however, is precisely what turns these +suites into a test-driven development tool for both Comet and Iceberg Rust. ## Accelerating Iceberg Rust Development with Comet While the specification remains the reference for Iceberg developers, the lessons learned and edge cases encountered by the Iceberg Java implementation provide an excellent corpus for other -implementers. Comet turns that corpus into a development tool for Iceberg Rust. +implementers. Comet turns that body of knowledge into a development tool for Iceberg Rust. The idea is to decouple execution from planning. Iceberg Java and Spark handle planning and produce a trusted result, so they serve as an oracle. Comet and Iceberg Rust handle native execution, so @@ -111,16 +123,21 @@ they become the system under test. Running them side by side is a form of differ query that Comet executes natively should return exactly what Spark returns on its own, and any difference points to a gap in Iceberg Rust or in Comet's translation between the two libraries. +
![Differential testing: shared Iceberg Java planning feeds both Spark's JVM execution and Comet's native execution, and their results are compared](../../assets/images/2026-07-10-comet-differential-testing.png){ width="750" }
Planning is held constant while execution varies: Spark's JVM path is the trusted oracle, Comet's native path (via Iceberg Rust) is the system under test, and any difference in results flags a gap.
+ Comet's fallback behavior is what makes this practical. By default, Comet falls back to Iceberg Java whenever it encounters a feature that Iceberg Rust cannot yet handle. Relaxing a fallback forces the native path and exposes exactly where it breaks, which turns the process into ordinary test-driven -development against Iceberg Java's suite of over 10,000 Spark tests. A developer relaxes a fallback, -runs the tests that exercise the feature, inspects what the Java planner produces, and implements -whatever Iceberg Rust is missing to match it. +development against Iceberg Java's suite of nearly 10,000 Spark tests. A developer relaxes a fallback, +runs the tests that exercise the feature, inspects what the Java planner produces, implements +whatever Iceberg Rust is missing to match it, wires up any new plan-conversion logic Comet needs, and +re-runs the suite to confirm the native path now passes. + +
![The development loop: relax a Comet fallback, run Iceberg Java's tests, characterize the failures, implement the fix in Iceberg Rust, wire up plan conversion in Comet, and re-run to confirm](../../assets/images/2026-07-10-comet-tdd-loop.png){ width="500" }
Relaxing a fallback turns Iceberg Java's Spark tests into a test-driven development loop for both Iceberg Rust and Comet.
The first iterations are noisy. Early on, a single test run could produce hundreds of failures. Rather than triage them by hand, contributors have used AI assistants to read the relevant Iceberg -Java code and group the failures by root cause, then tackle whichever gap accounts for the +Java code and characterize the failures by root cause, then tackle whichever gap accounts for the most. A wall of red becomes a prioritized backlog. This model is already producing results, with Comet contributors submitting [over 40 pull @@ -139,9 +156,8 @@ behavior is the reference for the correct result. For example, Comet helped vali action](https://github.com/apache/iceberg/pull/15470), confirming the corrected behavior against Iceberg Rust. -This workflow is becoming part of how both projects test. Comet's CI runs Iceberg Java's Spark -tests on every Comet pull request, so the shared corpus continuously guards the native path against -regressions. When a Comet contributor fixes a bug or adds a feature on an Iceberg Rust branch, they +The same test suites that guard Comet's correctness also drive Iceberg Rust development. When a +Comet contributor fixes a bug or adds a feature on an Iceberg Rust branch, they typically open a Comet draft pull request that points at that branch and demonstrates previously failing Iceberg Java tests passing end to end. The same setup is used informally to validate Iceberg Rust release candidates. Comet is not a formal CI check for Iceberg Rust, but its developers are From 80f9efa30a02259e791eb05ea5783c664626dbd4 Mon Sep 17 00:00:00 2001 From: Matt Butrovich Date: Sat, 11 Jul 2026 07:23:57 -0400 Subject: [PATCH 03/13] add new figures and supporting text --- .../2026-07-10-comet-differential-testing.png | Bin 0 -> 113842 bytes .../images/2026-07-10-comet-tdd-loop.png | Bin 0 -> 41132 bytes 2 files changed, 0 insertions(+), 0 deletions(-) create mode 100644 site/docs/assets/images/2026-07-10-comet-differential-testing.png create mode 100644 site/docs/assets/images/2026-07-10-comet-tdd-loop.png diff --git a/site/docs/assets/images/2026-07-10-comet-differential-testing.png b/site/docs/assets/images/2026-07-10-comet-differential-testing.png new file mode 100644 index 0000000000000000000000000000000000000000..8f3404128afff64cddf47b66a66bda49366e471f GIT binary patch literal 113842 zcmaI7bzGF)^9GE82#7RDNT?v40wM^~t*|spJajGyOQ%71BQ3FX2)M*j2C;NV!&1`h 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z_ZO`Cp_ojLaXnu;w5`#_R7CMb2TvffnRb6#k#}pu>k+PbC1ef)MZWE zjheZdIx5v`r-Ejg(H)P@gk#oULdTe8+5&&kpV67+D(X6=<%kEy`AyrWWefSzG@JAN zVQnYz;}MTY$)OcFWxUJ@9c=s%ew}Vf^cMFmKX&Sk zi@7kZR28)9mJNlY!H`M9Xg}FSYhKdpf9kwt7ltXs5>emkLX7J|wri2Rby1OZuPEC3 z>y|&sG>&Vj$oTcf5_)u~^Mu#X2K^Ce>QxINkoNkj#I;*Bs&GriE+=Fj{A7jB|5SR> z>h5*4ZCdmi-%Yv+M4)meey3uY<*#cVtd6>LDLE<^19V;yfLVZqa1;6A;biPwJ#%?O zxXJq6CP<05N=Da0;ck^K7BtE1xb zO?pH{W`wJezTJ2&L?--Ohzv{B=;K=|;vM+Mm65E(>Q}~bMA_Amb4g$^+Qa0fa<+_z O`#_a66iXD$L;nYj=yAFL literal 0 HcmV?d00001 From 68b2a42419bfce380df43acd50e3406ba6bae29e Mon Sep 17 00:00:00 2001 From: Matt Butrovich Date: Sat, 11 Jul 2026 07:28:01 -0400 Subject: [PATCH 04/13] clean up wording --- ...ing-iceberg-rust-development-with-datafusion-comet.md | 9 ++++----- 1 file changed, 4 insertions(+), 5 deletions(-) diff --git a/site/docs/blog/posts/2026-07-10-accelerating-iceberg-rust-development-with-datafusion-comet.md b/site/docs/blog/posts/2026-07-10-accelerating-iceberg-rust-development-with-datafusion-comet.md index f87c32d535e7..d44718f598ce 100644 --- a/site/docs/blog/posts/2026-07-10-accelerating-iceberg-rust-development-with-datafusion-comet.md +++ b/site/docs/blog/posts/2026-07-10-accelerating-iceberg-rust-development-with-datafusion-comet.md @@ -32,7 +32,7 @@ lakehouse platforms. With Iceberg, users store their tables with the benefit of being able to access and modify their data from a number of different query engines. [Apache Spark](https://spark.apache.org) is the engine most closely associated with Iceberg. The -[Iceberg Java repository](https://github.com/apache/iceberg), effectively the reference +[Iceberg Java repository](https://github.com/apache/iceberg), the *de facto* reference implementation of the Iceberg spec, ships Spark as its most mature integration. It is also the engine most teams rely on for table maintenance like compaction and snapshot expiration. In addition to Java, the Iceberg community maintains a number @@ -75,10 +75,9 @@ integrate with query planning, a process that Apache Iceberg PMC member Russell Spitzer recently described in a talk titled ["An Extremely Technical Overview of How Apache Iceberg Planning Actually Works"](https://www.youtube.com/watch?v=kJaD0WuQ1Bg). The short version of the talk is that given a query reading an Iceberg table, the Java -library inspects table metadata (*e.g.*, -version history, schema, statistics, file layout) to construct `FileScanTask` objects that describe the -low-level operations (*e.g.*, file paths and byte ranges) needed to -read Iceberg tables and provide data for downstream query operators. +library inspects table metadata (*e.g.*, version history, schema, statistics, file layout) to +construct `FileScanTask` objects. These objects describe the low-level operations (*e.g.*, file paths +and byte ranges) needed to read the table and feed data to downstream query operators. Comet still relies on Iceberg Java for this planning. Acceleration is possible because Iceberg Rust has its own `FileScanTask`, so Comet uses it as the common abstraction between the two libraries: it From 11333215daf7b842c98db9a03ee88bd3d05c291c Mon Sep 17 00:00:00 2001 From: Matt Butrovich Date: Sat, 11 Jul 2026 07:58:12 -0400 Subject: [PATCH 05/13] checkpoint --- ...-rust-development-with-datafusion-comet.md | 65 ++++++++++++------- 1 file changed, 41 insertions(+), 24 deletions(-) diff --git a/site/docs/blog/posts/2026-07-10-accelerating-iceberg-rust-development-with-datafusion-comet.md b/site/docs/blog/posts/2026-07-10-accelerating-iceberg-rust-development-with-datafusion-comet.md index d44718f598ce..cccf953bf4a5 100644 --- a/site/docs/blog/posts/2026-07-10-accelerating-iceberg-rust-development-with-datafusion-comet.md +++ b/site/docs/blog/posts/2026-07-10-accelerating-iceberg-rust-development-with-datafusion-comet.md @@ -33,15 +33,17 @@ platforms. With Iceberg, users store their tables with the benefit of being able and modify their data from a number of different query engines. [Apache Spark](https://spark.apache.org) is the engine most closely associated with Iceberg. The [Iceberg Java repository](https://github.com/apache/iceberg), the *de facto* reference -implementation of the Iceberg spec, ships Spark as its most mature integration. It is also the +implementation of the Iceberg specification, ships Spark as its most mature integration. It is also the engine most teams rely on for table maintenance like compaction and snapshot expiration. In addition to Java, the Iceberg community maintains a number of other Iceberg implementations like [C++](https://github.com/apache/iceberg-cpp), [Go](https://github.com/apache/iceberg-go), and [Rust](https://github.com/apache/iceberg-rust). These other implementations benefit not only from the Iceberg specification, but also the lessons -learned and design decisions of the Java project's community. Furthermore, the Java repository's extensive -test suites include nearly 10,000 correctness tests driven by Spark (as of Iceberg 1.11 with -Spark 4.1). +learned and design decisions of the Java project's community. The Java repository's extensive +test suites, for instance, include nearly 10,000 correctness tests driven by Spark (as of Iceberg +1.11 with Spark 4.1). Each implementation maintains its own test suite and can look to Iceberg Java +as a reference for both correct behavior and test coverage. None of them, however, can run Java's +tests directly against their own code. While Spark remains a powerful and robust engine, a number of projects exist to accelerate its JVM-backed execution. One such solution is @@ -102,21 +104,25 @@ native path is continuously checked against the same corpus that guards the refe implementation. Comet does not yet accelerate all Iceberg table reads. For example, Comet currently falls back to -Iceberg Java any time it encounters a table in format -[version 3](https://iceberg.apache.org/spec/#version-3-extended-types-and-capabilities) or newer. +Iceberg Java any time it encounters a table using [table format version +3](https://iceberg.apache.org/spec/#version-3-extended-types-and-capabilities) or newer. This fallback behavior can be due to gaps in Comet or gaps in the underlying Iceberg Rust library. A consequence is that when Comet runs Iceberg Java's Spark suites, many tests silently take the Iceberg Java path rather than exercising Comet's native execution, so not every passing test -reflects an accelerated read. That same graceful fallback, however, is precisely what turns these -suites into a test-driven development tool for both Comet and Iceberg Rust. +reflects an accelerated read. That same graceful fallback, however, is also what makes these +suites useful for improving Iceberg Rust itself. ## Accelerating Iceberg Rust Development with Comet While the specification remains the reference for Iceberg developers, the lessons learned and -edge cases encountered by the Iceberg Java implementation provide an excellent corpus for other -implementers. Comet turns that body of knowledge into a development tool for Iceberg Rust. - -The idea is to decouple execution from planning. Iceberg Java and Spark handle planning and produce +edge cases encountered by the Java implementation provide an excellent corpus for other +implementers. Historically, a non-Java implementation could only study that corpus and reimplement +equivalent tests by hand. Comet changes that: it lets Iceberg Rust execute directly against Iceberg +Java's Spark test suites. To our knowledge, no other Iceberg implementation (*e.g.*, C++ or Go) has +any comparable way to be tested against the Java corpus. + +Comet accelerates queries by keeping Iceberg Java's planning and swapping in native execution. +Accelerating development reuses that same split. Iceberg Java and Spark handle planning and produce a trusted result, so they serve as an oracle. Comet and Iceberg Rust handle native execution, so they become the system under test. Running them side by side is a form of differential testing: a query that Comet executes natively should return exactly what Spark returns on its own, and any @@ -135,19 +141,29 @@ re-runs the suite to confirm the native path now passes.
![The development loop: relax a Comet fallback, run Iceberg Java's tests, characterize the failures, implement the fix in Iceberg Rust, wire up plan conversion in Comet, and re-run to confirm](../../assets/images/2026-07-10-comet-tdd-loop.png){ width="500" }
Relaxing a fallback turns Iceberg Java's Spark tests into a test-driven development loop for both Iceberg Rust and Comet.
The first iterations are noisy. Early on, a single test run could produce hundreds of failures. -Rather than triage them by hand, contributors have used AI assistants to read the relevant Iceberg -Java code and characterize the failures by root cause, then tackle whichever gap accounts for the -most. A wall of red becomes a prioritized backlog. +Contributors still reason about the underlying code themselves. Where AI assistants help is in +digesting the sheer volume of test output and characterizing the failures by root cause, so +contributors can tackle whichever gap accounts for the most. A wall of red becomes a prioritized +backlog. This model is already producing results, with Comet contributors submitting [over 40 pull requests](https://github.com/search?q=repo%3Aapache%2Ficeberg-rust+is%3Apr+author%3Ambutrovich+author%3Aparthchandra+author%3Ahsiang-c&type=pullrequests) -to Iceberg Rust spanning bug fixes, new features, and performance optimizations. For example, Comet has recently begun adding [preliminary Iceberg V3 -support](https://github.com/apache/datafusion-comet/pull/4887), reading deletion vectors against -an in-progress Iceberg Rust branch, with its fixes now being peeled off into standalone Iceberg +to Iceberg Rust spanning bug fixes, new features, and performance optimizations. For example, Comet has recently begun adding [preliminary support for table format version +3](https://github.com/apache/datafusion-comet/pull/4887), reading deletion vectors against +an in-progress Iceberg Rust branch. Its fixes are now being peeled off into standalone Iceberg Rust contributions. Similarly, [adding Iceberg 1.11 support to Comet](https://github.com/apache/datafusion-comet/pull/4840) surfaced two bugs in Iceberg Rust that -were [quickly](https://github.com/apache/iceberg-rust/pull/2781) -[fixed](https://github.com/apache/iceberg-rust/pull/2783). +Comet contributors [quickly](https://github.com/apache/iceberg-rust/pull/2781) +[fixed](https://github.com/apache/iceberg-rust/pull/2783). Future contributions could follow the +same model to close the rest of the table format version 3 gap in Iceberg Rust: new data types +(variant, geometry, and geography), row lineage, default column values, and table encryption. + +Crucially, none of these contributions are Comet-specific. They land upstream in Iceberg Rust and +close feature gaps with Iceberg Java, so every system built on the library benefits, not just +Comet. For the developers building Iceberg Rust, the payoff is direct: instead of mirroring Iceberg +Java's tests by hand, they get a stream of real, production-hardened behaviors to implement and +verify against, so the library matures faster and ships with more confidence. Comet is simply the +workload that surfaces the gaps; the fixes belong to the whole community. The comparison cuts both ways. Iceberg Java is usually the oracle, but sometimes Iceberg Rust's behavior is the reference for the correct result. For example, Comet helped validate the fix for @@ -155,7 +171,7 @@ behavior is the reference for the correct result. For example, Comet helped vali action](https://github.com/apache/iceberg/pull/15470), confirming the corrected behavior against Iceberg Rust. -The same test suites that guard Comet's correctness also drive Iceberg Rust development. When a +This workflow is becoming part of how both projects test. When a Comet contributor fixes a bug or adds a feature on an Iceberg Rust branch, they typically open a Comet draft pull request that points at that branch and demonstrates previously failing Iceberg Java tests passing end to end. The same setup is used informally to validate Iceberg @@ -165,9 +181,10 @@ encouraged to run their changes through Comet when validating a new feature. On its own, an open table format is little more than data at rest. Paired with an open source query engine like DataFusion, it becomes the foundation of an open data platform. The work described here is a small but growing example of what that looks like in practice: two communities building on -each other's strengths to make Iceberg faster to query and quicker to evolve. We are thrilled by the -deepening collaboration between the Iceberg and DataFusion communities, and we encourage anyone -interested to find a way to get involved. +each other's strengths to accelerate Iceberg on both fronts. Users who query Iceberg get faster +results, and the developers who build it get a faster path to shipping and validating new features. +We are thrilled by the deepening collaboration between the Iceberg and DataFusion communities, and we +encourage anyone interested to find a way to get involved. ## Getting Involved From 48d9b5c9639fc992456c8e42204645119f6594db Mon Sep 17 00:00:00 2001 From: Matt Butrovich Date: Sat, 11 Jul 2026 08:03:07 -0400 Subject: [PATCH 06/13] clean up some passive voice --- ...-rust-development-with-datafusion-comet.md | 19 ++++++++++--------- 1 file changed, 10 insertions(+), 9 deletions(-) diff --git a/site/docs/blog/posts/2026-07-10-accelerating-iceberg-rust-development-with-datafusion-comet.md b/site/docs/blog/posts/2026-07-10-accelerating-iceberg-rust-development-with-datafusion-comet.md index cccf953bf4a5..475072fae4fe 100644 --- a/site/docs/blog/posts/2026-07-10-accelerating-iceberg-rust-development-with-datafusion-comet.md +++ b/site/docs/blog/posts/2026-07-10-accelerating-iceberg-rust-development-with-datafusion-comet.md @@ -47,7 +47,7 @@ tests directly against their own code. While Spark remains a powerful and robust engine, a number of projects exist to accelerate its JVM-backed execution. One such solution is -[Apache DataFusion Comet](https://datafusion.apache.org/comet/), which was donated by Apple in 2024 +[Apache DataFusion Comet](https://datafusion.apache.org/comet/), which Apple donated in 2024 as a subproject of the [Apache DataFusion](https://datafusion.apache.org) query engine. Comet's native execution engine runs CPU-bound jobs faster and IO-bound jobs with fewer resources, giving users control over how they want to optimize their Spark jobs. As we will @@ -99,8 +99,8 @@ for the complete methodology and per-query results. Raw speed only matters if the answers are correct. Comet prioritizes correctness and compatibility with the libraries it accelerates. In addition to its own exhaustive test suites, Comet goes -further by running Iceberg Java's Spark test suites with Comet enabled as regression tests, so the -native path is continuously checked against the same corpus that guards the reference +further by running Iceberg Java's Spark test suites with Comet enabled as regression tests, +continuously checking the native path against the same corpus that guards the reference implementation. Comet does not yet accelerate all Iceberg table reads. For example, Comet currently falls back to @@ -119,7 +119,7 @@ edge cases encountered by the Java implementation provide an excellent corpus fo implementers. Historically, a non-Java implementation could only study that corpus and reimplement equivalent tests by hand. Comet changes that: it lets Iceberg Rust execute directly against Iceberg Java's Spark test suites. To our knowledge, no other Iceberg implementation (*e.g.*, C++ or Go) has -any comparable way to be tested against the Java corpus. +any comparable way to test itself against the Java corpus. Comet accelerates queries by keeping Iceberg Java's planning and swapping in native execution. Accelerating development reuses that same split. Iceberg Java and Spark handle planning and produce @@ -150,8 +150,8 @@ This model is already producing results, with Comet contributors submitting [ove requests](https://github.com/search?q=repo%3Aapache%2Ficeberg-rust+is%3Apr+author%3Ambutrovich+author%3Aparthchandra+author%3Ahsiang-c&type=pullrequests) to Iceberg Rust spanning bug fixes, new features, and performance optimizations. For example, Comet has recently begun adding [preliminary support for table format version 3](https://github.com/apache/datafusion-comet/pull/4887), reading deletion vectors against -an in-progress Iceberg Rust branch. Its fixes are now being peeled off into standalone Iceberg -Rust contributions. Similarly, [adding Iceberg 1.11 support to +an in-progress Iceberg Rust branch. Contributors are now peeling those fixes off into standalone +Iceberg Rust contributions. Similarly, [adding Iceberg 1.11 support to Comet](https://github.com/apache/datafusion-comet/pull/4840) surfaced two bugs in Iceberg Rust that Comet contributors [quickly](https://github.com/apache/iceberg-rust/pull/2781) [fixed](https://github.com/apache/iceberg-rust/pull/2783). Future contributions could follow the @@ -174,9 +174,10 @@ Iceberg Rust. This workflow is becoming part of how both projects test. When a Comet contributor fixes a bug or adds a feature on an Iceberg Rust branch, they typically open a Comet draft pull request that points at that branch and demonstrates previously -failing Iceberg Java tests passing end to end. The same setup is used informally to validate Iceberg -Rust release candidates. Comet is not a formal CI check for Iceberg Rust, but its developers are -encouraged to run their changes through Comet when validating a new feature. +failing Iceberg Java tests passing end to end. The same setup also serves as an informal way to +validate Iceberg Rust release candidates. Comet is not a formal CI check for Iceberg Rust, but the +Iceberg Rust community encourages developers to run their changes through Comet when validating a +new feature. On its own, an open table format is little more than data at rest. Paired with an open source query engine like DataFusion, it becomes the foundation of an open data platform. The work described here From ce34a8777c671bba200be84577598b7203da5743 Mon Sep 17 00:00:00 2001 From: Matt Butrovich Date: Sat, 11 Jul 2026 08:38:16 -0400 Subject: [PATCH 07/13] update affiliation --- site/docs/blog/.authors.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/site/docs/blog/.authors.yml b/site/docs/blog/.authors.yml index 398b84feb9ae..4264d0682134 100644 --- a/site/docs/blog/.authors.yml +++ b/site/docs/blog/.authors.yml @@ -20,5 +20,5 @@ authors: avatar: assets/images/iceberg-logo-icon.png mbutrovich: name: Matt Butrovich - description: Apache Iceberg Contributor, Apache DataFusion PMC Member, Apple + description: Apache Iceberg Contributor, Apache DataFusion PMC Member avatar: https://github.com/mbutrovich.png From bdee0f60e4a5b07d4cd9d6fc74b54fb609e18ebb Mon Sep 17 00:00:00 2001 From: Matt Butrovich Date: Sat, 11 Jul 2026 11:19:53 -0400 Subject: [PATCH 08/13] reword awkward paragraph --- ...g-iceberg-rust-development-with-datafusion-comet.md | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/site/docs/blog/posts/2026-07-10-accelerating-iceberg-rust-development-with-datafusion-comet.md b/site/docs/blog/posts/2026-07-10-accelerating-iceberg-rust-development-with-datafusion-comet.md index 475072fae4fe..ffdb6c543686 100644 --- a/site/docs/blog/posts/2026-07-10-accelerating-iceberg-rust-development-with-datafusion-comet.md +++ b/site/docs/blog/posts/2026-07-10-accelerating-iceberg-rust-development-with-datafusion-comet.md @@ -140,11 +140,11 @@ re-runs the suite to confirm the native path now passes.
![The development loop: relax a Comet fallback, run Iceberg Java's tests, characterize the failures, implement the fix in Iceberg Rust, wire up plan conversion in Comet, and re-run to confirm](../../assets/images/2026-07-10-comet-tdd-loop.png){ width="500" }
Relaxing a fallback turns Iceberg Java's Spark tests into a test-driven development loop for both Iceberg Rust and Comet.
-The first iterations are noisy. Early on, a single test run could produce hundreds of failures. -Contributors still reason about the underlying code themselves. Where AI assistants help is in -digesting the sheer volume of test output and characterizing the failures by root cause, so -contributors can tackle whichever gap accounts for the most. A wall of red becomes a prioritized -backlog. +The first iterations are noisy. Early on, a single test run could produce hundreds of failures +buried in enormous logs. To make that tractable, contributors have leaned on AI assistants to digest +the volume of test output and characterize the failures by root cause, so they can tackle whichever +gap accounts for the most. The humans still reason about the underlying code themselves; the AI just +turns a wall of red into a prioritized backlog. This model is already producing results, with Comet contributors submitting [over 40 pull requests](https://github.com/search?q=repo%3Aapache%2Ficeberg-rust+is%3Apr+author%3Ambutrovich+author%3Aparthchandra+author%3Ahsiang-c&type=pullrequests) From a16bbb2196bb78194388977735431154bac621ae Mon Sep 17 00:00:00 2001 From: Matt Butrovich Date: Mon, 13 Jul 2026 10:35:00 -0400 Subject: [PATCH 09/13] address PR feedback, update date and file paths to reflect --- ...2026-07-13-comet-differential-testing.png} | Bin ... => 2026-07-13-comet-plan-translation.png} | Bin ... => 2026-07-13-comet-task-translation.png} | Bin ...loop.png => 2026-07-13-comet-tdd-loop.png} | Bin ...t-tpcds.png => 2026-07-13-comet-tpcds.png} | Bin ...rust-development-with-datafusion-comet.md} | 36 ++++++++++-------- 6 files changed, 20 insertions(+), 16 deletions(-) rename site/docs/assets/images/{2026-07-10-comet-differential-testing.png => 2026-07-13-comet-differential-testing.png} (100%) rename site/docs/assets/images/{2026-07-10-comet-plan-translation.png => 2026-07-13-comet-plan-translation.png} (100%) rename site/docs/assets/images/{2026-07-10-comet-task-translation.png => 2026-07-13-comet-task-translation.png} (100%) rename site/docs/assets/images/{2026-07-10-comet-tdd-loop.png => 2026-07-13-comet-tdd-loop.png} (100%) rename site/docs/assets/images/{2026-07-10-comet-tpcds.png => 2026-07-13-comet-tpcds.png} (100%) rename site/docs/blog/posts/{2026-07-10-accelerating-iceberg-rust-development-with-datafusion-comet.md => 2026-07-13-accelerating-iceberg-rust-development-with-datafusion-comet.md} (91%) diff --git a/site/docs/assets/images/2026-07-10-comet-differential-testing.png b/site/docs/assets/images/2026-07-13-comet-differential-testing.png similarity index 100% rename from site/docs/assets/images/2026-07-10-comet-differential-testing.png rename to site/docs/assets/images/2026-07-13-comet-differential-testing.png diff --git a/site/docs/assets/images/2026-07-10-comet-plan-translation.png b/site/docs/assets/images/2026-07-13-comet-plan-translation.png similarity index 100% rename from site/docs/assets/images/2026-07-10-comet-plan-translation.png rename to site/docs/assets/images/2026-07-13-comet-plan-translation.png diff --git a/site/docs/assets/images/2026-07-10-comet-task-translation.png b/site/docs/assets/images/2026-07-13-comet-task-translation.png similarity index 100% rename from site/docs/assets/images/2026-07-10-comet-task-translation.png rename to site/docs/assets/images/2026-07-13-comet-task-translation.png diff --git a/site/docs/assets/images/2026-07-10-comet-tdd-loop.png b/site/docs/assets/images/2026-07-13-comet-tdd-loop.png similarity index 100% rename from site/docs/assets/images/2026-07-10-comet-tdd-loop.png rename to site/docs/assets/images/2026-07-13-comet-tdd-loop.png diff --git a/site/docs/assets/images/2026-07-10-comet-tpcds.png b/site/docs/assets/images/2026-07-13-comet-tpcds.png similarity index 100% rename from site/docs/assets/images/2026-07-10-comet-tpcds.png rename to site/docs/assets/images/2026-07-13-comet-tpcds.png diff --git a/site/docs/blog/posts/2026-07-10-accelerating-iceberg-rust-development-with-datafusion-comet.md b/site/docs/blog/posts/2026-07-13-accelerating-iceberg-rust-development-with-datafusion-comet.md similarity index 91% rename from site/docs/blog/posts/2026-07-10-accelerating-iceberg-rust-development-with-datafusion-comet.md rename to site/docs/blog/posts/2026-07-13-accelerating-iceberg-rust-development-with-datafusion-comet.md index ffdb6c543686..0b948a71d554 100644 --- a/site/docs/blog/posts/2026-07-10-accelerating-iceberg-rust-development-with-datafusion-comet.md +++ b/site/docs/blog/posts/2026-07-13-accelerating-iceberg-rust-development-with-datafusion-comet.md @@ -1,5 +1,5 @@ --- -date: 2026-07-10 +date: 2026-07-13 title: Accelerating Apache Spark Queries (and Iceberg Rust Development) with Apache DataFusion Comet slug: accelerating-iceberg-rust-development-with-datafusion-comet # this is the blog url authors: @@ -31,13 +31,15 @@ Apache Iceberg provides a universal table format that serves as a foundation for lakehouse platforms. With Iceberg, users store their tables with the benefit of being able to access and modify their data from a number of different query engines. -[Apache Spark](https://spark.apache.org) is the engine most closely associated with Iceberg. The +The [Iceberg Java repository](https://github.com/apache/iceberg), the *de facto* reference -implementation of the Iceberg specification, ships Spark as its most mature integration. It is also the -engine most teams rely on for table maintenance like compaction and snapshot expiration. +implementation of the Iceberg specification, ships a mature [Apache Spark](https://spark.apache.org) +integration. Beyond queries, teams also use Spark for table maintenance like compaction and +snapshot expiration. In addition to Java, the Iceberg community maintains a number of other Iceberg implementations like [C++](https://github.com/apache/iceberg-cpp), -[Go](https://github.com/apache/iceberg-go), and [Rust](https://github.com/apache/iceberg-rust). +[Go](https://github.com/apache/iceberg-go), [Python](https://github.com/apache/iceberg-python), and +[Rust](https://github.com/apache/iceberg-rust). These other implementations benefit not only from the Iceberg specification, but also the lessons learned and design decisions of the Java project's community. The Java repository's extensive test suites, for instance, include nearly 10,000 correctness tests driven by Spark (as of Iceberg @@ -49,8 +51,8 @@ While Spark remains a powerful and robust engine, a number of projects exist to JVM-backed execution. One such solution is [Apache DataFusion Comet](https://datafusion.apache.org/comet/), which Apple donated in 2024 as a subproject of the [Apache DataFusion](https://datafusion.apache.org) query engine. Comet's -native execution engine runs CPU-bound jobs faster and IO-bound jobs with -fewer resources, giving users control over how they want to optimize their Spark jobs. As we will +native execution engine is built with the goal of running CPU-bound jobs faster and IO-bound jobs +with fewer resources, giving users control over how they optimize their Spark jobs. As we will see, Comet does more than speed up queries: the same design that makes it fast also makes it a tool for accelerating Iceberg Rust's development. @@ -58,15 +60,15 @@ for accelerating Iceberg Rust's development. Comet builds upon several related Apache projects including DataFusion (for its efficient operator implementations like joins and aggregations), [Arrow-rs](https://github.com/apache/arrow-rs) -(for its standardized in-memory format and robust Parquet reader), and, somewhat surprisingly, -both the Java and the Rust implementations of Iceberg. To accelerate Spark queries, Comet +(for its standardized in-memory format and robust Parquet reader), and both the Java and Rust +implementations of Iceberg. To accelerate Spark queries, Comet intercepts execution at the physical plan level. After Spark has parsed, planned, and optimized a user's query, Comet's JVM code runs as one final optimizer rule to convert Spark plan nodes to Comet plan nodes. These Comet plan nodes have a superpower: they execute in DataFusion's Rust engine over columnar Arrow data. -
![Comet converts a Spark physical plan into an equivalent DataFusion physical plan](../../assets/images/2026-07-10-comet-plan-translation.png){ width="750" }
Comet converts a Spark physical plan into an equivalent DataFusion physical plan.
+
![Comet converts a Spark physical plan into an equivalent DataFusion physical plan](../../assets/images/2026-07-13-comet-plan-translation.png){ width="750" }
Comet converts a Spark physical plan into an equivalent DataFusion physical plan.
So how does Comet use *both* Iceberg libraries to accelerate Spark queries over Iceberg tables? As previously mentioned, Iceberg provides robust integrations with Spark, enabling users to query @@ -86,7 +88,7 @@ has its own `FileScanTask`, so Comet uses it as the common abstraction between t takes the `FileScanTask` objects that Iceberg Java produced and hands them to Iceberg Rust, which reads the described files into the in-memory Arrow batches that feed the rest of the plan. -
![Comet translates Iceberg Java's FileScanTask objects into Iceberg Rust's FileScanTask objects](../../assets/images/2026-07-10-comet-task-translation.png){ width="750" }
Comet translates Iceberg Java's FileScanTask objects into Iceberg Rust's FileScanTask objects.
+
![Comet translates Iceberg Java's FileScanTask objects into Iceberg Rust's FileScanTask objects](../../assets/images/2026-07-13-comet-task-translation.png){ width="750" }
Comet translates Iceberg Java's FileScanTask objects into Iceberg Rust's FileScanTask objects.
To measure Comet's impact on real workloads, the AWS Data on EKS team benchmarked Comet against Spark alone on the TPC-DS 3 TB workload over Iceberg tables. Comet completed the suite roughly @@ -95,7 +97,7 @@ a single query regressing. See the [full benchmark writeup](https://awslabs.github.io/data-on-eks/docs/benchmarks/spark-datafusion-comet-benchmark) for the complete methodology and per-query results. -
![TPC-DS 3 TB on Iceberg: Spark with Comet completes in 2803.8s versus 4665.47s for Spark with Iceberg](../../assets/images/2026-07-10-comet-tpcds.png){ width="500" }
TPC-DS 3 TB (Iceberg) on AWS EKS: Spark with Comet completes the suite ~40% faster.
+
![TPC-DS 3 TB on Iceberg: Spark with Comet completes in 2803.8s versus 4665.47s for Spark with Iceberg](../../assets/images/2026-07-13-comet-tpcds.png){ width="500" }
TPC-DS 3 TB (Iceberg) on AWS EKS: Spark with Comet completes the suite ~40% faster.
Raw speed only matters if the answers are correct. Comet prioritizes correctness and compatibility with the libraries it accelerates. In addition to its own exhaustive test suites, Comet goes @@ -103,7 +105,8 @@ further by running Iceberg Java's Spark test suites with Comet enabled as regres continuously checking the native path against the same corpus that guards the reference implementation. -Comet does not yet accelerate all Iceberg table reads. For example, Comet currently falls back to +Comet uses Iceberg Rust to accelerate reads but does not yet accelerate writes, which still go +through Iceberg Java. Even among table reads, it does not accelerate all of them. For example, Comet currently falls back to Iceberg Java any time it encounters a table using [table format version 3](https://iceberg.apache.org/spec/#version-3-extended-types-and-capabilities) or newer. This fallback behavior can be due to gaps in Comet or gaps in the underlying Iceberg Rust library. @@ -128,7 +131,7 @@ they become the system under test. Running them side by side is a form of differ query that Comet executes natively should return exactly what Spark returns on its own, and any difference points to a gap in Iceberg Rust or in Comet's translation between the two libraries. -
![Differential testing: shared Iceberg Java planning feeds both Spark's JVM execution and Comet's native execution, and their results are compared](../../assets/images/2026-07-10-comet-differential-testing.png){ width="750" }
Planning is held constant while execution varies: Spark's JVM path is the trusted oracle, Comet's native path (via Iceberg Rust) is the system under test, and any difference in results flags a gap.
+
![Differential testing: shared Iceberg Java planning feeds both Spark's JVM execution and Comet's native execution, and their results are compared](../../assets/images/2026-07-13-comet-differential-testing.png){ width="750" }
Planning is held constant while execution varies: Spark's JVM path is the trusted oracle, Comet's native path (via Iceberg Rust) is the system under test, and any difference in results flags a gap.
Comet's fallback behavior is what makes this practical. By default, Comet falls back to Iceberg Java whenever it encounters a feature that Iceberg Rust cannot yet handle. Relaxing a fallback forces the @@ -138,7 +141,7 @@ runs the tests that exercise the feature, inspects what the Java planner produce whatever Iceberg Rust is missing to match it, wires up any new plan-conversion logic Comet needs, and re-runs the suite to confirm the native path now passes. -
![The development loop: relax a Comet fallback, run Iceberg Java's tests, characterize the failures, implement the fix in Iceberg Rust, wire up plan conversion in Comet, and re-run to confirm](../../assets/images/2026-07-10-comet-tdd-loop.png){ width="500" }
Relaxing a fallback turns Iceberg Java's Spark tests into a test-driven development loop for both Iceberg Rust and Comet.
+
![The development loop: relax a Comet fallback, run Iceberg Java's tests, characterize the failures, implement the fix in Iceberg Rust, wire up plan conversion in Comet, and re-run to confirm](../../assets/images/2026-07-13-comet-tdd-loop.png){ width="500" }
Relaxing a fallback turns Iceberg Java's Spark tests into a test-driven development loop for both Iceberg Rust and Comet.
The first iterations are noisy. Early on, a single test run could produce hundreds of failures buried in enormous logs. To make that tractable, contributors have leaned on AI assistants to digest @@ -156,7 +159,8 @@ Comet](https://github.com/apache/datafusion-comet/pull/4840) surfaced two bugs i Comet contributors [quickly](https://github.com/apache/iceberg-rust/pull/2781) [fixed](https://github.com/apache/iceberg-rust/pull/2783). Future contributions could follow the same model to close the rest of the table format version 3 gap in Iceberg Rust: new data types -(variant, geometry, and geography), row lineage, default column values, and table encryption. +(variant, geometry, and geography), row lineage, default column values, and table encryption. The +write path is an opportunity too, since the same approach could bootstrap native write support next. Crucially, none of these contributions are Comet-specific. They land upstream in Iceberg Rust and close feature gaps with Iceberg Java, so every system built on the library benefits, not just From 7377786fc3786350f5461b4973fc9f9ad908f2a3 Mon Sep 17 00:00:00 2001 From: Matt Butrovich Date: Mon, 13 Jul 2026 10:58:30 -0400 Subject: [PATCH 10/13] move the more tag so the index shows a preview --- ...lerating-iceberg-rust-development-with-datafusion-comet.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/site/docs/blog/posts/2026-07-13-accelerating-iceberg-rust-development-with-datafusion-comet.md b/site/docs/blog/posts/2026-07-13-accelerating-iceberg-rust-development-with-datafusion-comet.md index 0b948a71d554..4e11d3f1834d 100644 --- a/site/docs/blog/posts/2026-07-13-accelerating-iceberg-rust-development-with-datafusion-comet.md +++ b/site/docs/blog/posts/2026-07-13-accelerating-iceberg-rust-development-with-datafusion-comet.md @@ -25,8 +25,6 @@ categories: - limitations under the License. --> - - Apache Iceberg provides a universal table format that serves as a foundation for modern data lakehouse platforms. With Iceberg, users store their tables with the benefit of being able to access @@ -47,6 +45,8 @@ test suites, for instance, include nearly 10,000 correctness tests driven by Spa as a reference for both correct behavior and test coverage. None of them, however, can run Java's tests directly against their own code. + + While Spark remains a powerful and robust engine, a number of projects exist to accelerate its JVM-backed execution. One such solution is [Apache DataFusion Comet](https://datafusion.apache.org/comet/), which Apple donated in 2024 From 80fdf1b023eab87842eddd392afc9a6c0917f53f Mon Sep 17 00:00:00 2001 From: Matt Butrovich Date: Mon, 13 Jul 2026 11:14:02 -0400 Subject: [PATCH 11/13] small reword --- ...celerating-iceberg-rust-development-with-datafusion-comet.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/site/docs/blog/posts/2026-07-13-accelerating-iceberg-rust-development-with-datafusion-comet.md b/site/docs/blog/posts/2026-07-13-accelerating-iceberg-rust-development-with-datafusion-comet.md index 4e11d3f1834d..568960cf4795 100644 --- a/site/docs/blog/posts/2026-07-13-accelerating-iceberg-rust-development-with-datafusion-comet.md +++ b/site/docs/blog/posts/2026-07-13-accelerating-iceberg-rust-development-with-datafusion-comet.md @@ -32,7 +32,7 @@ and modify their data from a number of different query engines. The [Iceberg Java repository](https://github.com/apache/iceberg), the *de facto* reference implementation of the Iceberg specification, ships a mature [Apache Spark](https://spark.apache.org) -integration. Beyond queries, teams also use Spark for table maintenance like compaction and +integration. Beyond querying their data, teams also use Spark for table maintenance like compaction and snapshot expiration. In addition to Java, the Iceberg community maintains a number of other Iceberg implementations like [C++](https://github.com/apache/iceberg-cpp), From 068908ef5d7168fcdd754fdebd8f5a5b2e2dcc8a Mon Sep 17 00:00:00 2001 From: Matt Butrovich Date: Mon, 13 Jul 2026 15:40:07 -0400 Subject: [PATCH 12/13] add intro paragraph, address PR feedback --- ...-rust-development-with-datafusion-comet.md | 32 +++++++++++++------ 1 file changed, 22 insertions(+), 10 deletions(-) diff --git a/site/docs/blog/posts/2026-07-13-accelerating-iceberg-rust-development-with-datafusion-comet.md b/site/docs/blog/posts/2026-07-13-accelerating-iceberg-rust-development-with-datafusion-comet.md index 568960cf4795..4da1d289c16f 100644 --- a/site/docs/blog/posts/2026-07-13-accelerating-iceberg-rust-development-with-datafusion-comet.md +++ b/site/docs/blog/posts/2026-07-13-accelerating-iceberg-rust-development-with-datafusion-comet.md @@ -25,6 +25,22 @@ categories: - limitations under the License. --> +Apache Iceberg's ecosystem spans multiple query engines and language implementations that work +together to give users a consistent experience across the data lakehouse. This post explores one +integration within that ecosystem, [Iceberg Rust](https://github.com/apache/iceberg-rust) and +[Apache DataFusion Comet](https://datafusion.apache.org/comet/), and the two benefits their +relationship brings. +Comet accelerates Apache Spark's reads over Iceberg tables by running them natively through Iceberg +Rust. That same integration turns Iceberg Java's nearly 10,000 Spark tests into a differential-testing +harness whose benefits run both ways: Iceberg Rust gets exercised against a broad corpus of +real-world scenarios, and the comparison has even caught bugs in Iceberg Java. The resulting fixes +land upstream and benefit every project built on these libraries, not just Comet, as the Iceberg and +DataFusion communities build on each other's strengths. + + + +## Background + Apache Iceberg provides a universal table format that serves as a foundation for modern data lakehouse platforms. With Iceberg, users store their tables with the benefit of being able to access @@ -45,16 +61,12 @@ test suites, for instance, include nearly 10,000 correctness tests driven by Spa as a reference for both correct behavior and test coverage. None of them, however, can run Java's tests directly against their own code. - - -While Spark remains a powerful and robust engine, a number of projects exist to accelerate its -JVM-backed execution. One such solution is -[Apache DataFusion Comet](https://datafusion.apache.org/comet/), which Apple donated in 2024 -as a subproject of the [Apache DataFusion](https://datafusion.apache.org) query engine. Comet's -native execution engine is built with the goal of running CPU-bound jobs faster and IO-bound jobs -with fewer resources, giving users control over how they optimize their Spark jobs. As we will -see, Comet does more than speed up queries: the same design that makes it fast also makes it a tool -for accelerating Iceberg Rust's development. +While Spark remains widely used for working with Iceberg, a number of projects exist to accelerate +its JVM-backed execution. One such solution is Comet, which Apple donated in 2024 as a subproject of +the [Apache DataFusion](https://datafusion.apache.org) query engine. Comet's native execution engine +aims to run CPU-bound jobs faster and IO-bound jobs with fewer resources. As we will see, it does +more than speed up queries: the same design that makes it fast also makes it a tool for accelerating +Iceberg Rust's development. ## Accelerating Spark Queries with Comet From dbbe5d61671c9f91ba4b4fa7aaf24fbd90f102e9 Mon Sep 17 00:00:00 2001 From: Matt Butrovich Date: Tue, 14 Jul 2026 09:41:54 -0400 Subject: [PATCH 13/13] update data source v2 link, update date --- ... => 2026-07-14-comet-differential-testing.png} | Bin ....png => 2026-07-14-comet-plan-translation.png} | Bin ....png => 2026-07-14-comet-task-translation.png} | Bin ...tdd-loop.png => 2026-07-14-comet-tdd-loop.png} | Bin ...comet-tpcds.png => 2026-07-14-comet-tpcds.png} | Bin ...erg-rust-development-with-datafusion-comet.md} | 14 +++++++------- 6 files changed, 7 insertions(+), 7 deletions(-) rename site/docs/assets/images/{2026-07-13-comet-differential-testing.png => 2026-07-14-comet-differential-testing.png} (100%) rename site/docs/assets/images/{2026-07-13-comet-plan-translation.png => 2026-07-14-comet-plan-translation.png} (100%) rename site/docs/assets/images/{2026-07-13-comet-task-translation.png => 2026-07-14-comet-task-translation.png} (100%) rename site/docs/assets/images/{2026-07-13-comet-tdd-loop.png => 2026-07-14-comet-tdd-loop.png} (100%) rename site/docs/assets/images/{2026-07-13-comet-tpcds.png => 2026-07-14-comet-tpcds.png} (100%) rename site/docs/blog/posts/{2026-07-13-accelerating-iceberg-rust-development-with-datafusion-comet.md => 2026-07-14-accelerating-iceberg-rust-development-with-datafusion-comet.md} (97%) diff --git a/site/docs/assets/images/2026-07-13-comet-differential-testing.png b/site/docs/assets/images/2026-07-14-comet-differential-testing.png similarity index 100% rename from site/docs/assets/images/2026-07-13-comet-differential-testing.png rename to site/docs/assets/images/2026-07-14-comet-differential-testing.png diff --git a/site/docs/assets/images/2026-07-13-comet-plan-translation.png b/site/docs/assets/images/2026-07-14-comet-plan-translation.png similarity index 100% rename from site/docs/assets/images/2026-07-13-comet-plan-translation.png rename to site/docs/assets/images/2026-07-14-comet-plan-translation.png diff --git a/site/docs/assets/images/2026-07-13-comet-task-translation.png b/site/docs/assets/images/2026-07-14-comet-task-translation.png similarity index 100% rename from site/docs/assets/images/2026-07-13-comet-task-translation.png rename to site/docs/assets/images/2026-07-14-comet-task-translation.png diff --git a/site/docs/assets/images/2026-07-13-comet-tdd-loop.png b/site/docs/assets/images/2026-07-14-comet-tdd-loop.png similarity index 100% rename from site/docs/assets/images/2026-07-13-comet-tdd-loop.png rename to site/docs/assets/images/2026-07-14-comet-tdd-loop.png diff --git a/site/docs/assets/images/2026-07-13-comet-tpcds.png b/site/docs/assets/images/2026-07-14-comet-tpcds.png similarity index 100% rename from site/docs/assets/images/2026-07-13-comet-tpcds.png rename to site/docs/assets/images/2026-07-14-comet-tpcds.png diff --git a/site/docs/blog/posts/2026-07-13-accelerating-iceberg-rust-development-with-datafusion-comet.md b/site/docs/blog/posts/2026-07-14-accelerating-iceberg-rust-development-with-datafusion-comet.md similarity index 97% rename from site/docs/blog/posts/2026-07-13-accelerating-iceberg-rust-development-with-datafusion-comet.md rename to site/docs/blog/posts/2026-07-14-accelerating-iceberg-rust-development-with-datafusion-comet.md index 4da1d289c16f..c6305a52c9f8 100644 --- a/site/docs/blog/posts/2026-07-13-accelerating-iceberg-rust-development-with-datafusion-comet.md +++ b/site/docs/blog/posts/2026-07-14-accelerating-iceberg-rust-development-with-datafusion-comet.md @@ -1,5 +1,5 @@ --- -date: 2026-07-13 +date: 2026-07-14 title: Accelerating Apache Spark Queries (and Iceberg Rust Development) with Apache DataFusion Comet slug: accelerating-iceberg-rust-development-with-datafusion-comet # this is the blog url authors: @@ -80,13 +80,13 @@ Comet's JVM code runs as one final optimizer rule to convert Spark plan nodes to These Comet plan nodes have a superpower: they execute in DataFusion's Rust engine over columnar Arrow data. -
![Comet converts a Spark physical plan into an equivalent DataFusion physical plan](../../assets/images/2026-07-13-comet-plan-translation.png){ width="750" }
Comet converts a Spark physical plan into an equivalent DataFusion physical plan.
+
![Comet converts a Spark physical plan into an equivalent DataFusion physical plan](../../assets/images/2026-07-14-comet-plan-translation.png){ width="750" }
Comet converts a Spark physical plan into an equivalent DataFusion physical plan.
So how does Comet use *both* Iceberg libraries to accelerate Spark queries over Iceberg tables? As previously mentioned, Iceberg provides robust integrations with Spark, enabling users to query their Iceberg tables regardless of the Spark API they are using (*e.g.*, SQL, Scala, or PySpark). Iceberg relies on Spark's -[`Data Source v2`](https://spark.apache.org/docs/4.2.0-preview4/sql-data-sources-v2.html) API to +[`Data Source v2`](https://spark.apache.org/docs/latest/api/java/org/apache/spark/sql/connector/read/package-summary.html) API to integrate with query planning, a process that Apache Iceberg PMC member Russell Spitzer recently described in a talk titled ["An Extremely Technical Overview of How Apache Iceberg Planning Actually Works"](https://www.youtube.com/watch?v=kJaD0WuQ1Bg). @@ -100,7 +100,7 @@ has its own `FileScanTask`, so Comet uses it as the common abstraction between t takes the `FileScanTask` objects that Iceberg Java produced and hands them to Iceberg Rust, which reads the described files into the in-memory Arrow batches that feed the rest of the plan. -
![Comet translates Iceberg Java's FileScanTask objects into Iceberg Rust's FileScanTask objects](../../assets/images/2026-07-13-comet-task-translation.png){ width="750" }
Comet translates Iceberg Java's FileScanTask objects into Iceberg Rust's FileScanTask objects.
+
![Comet translates Iceberg Java's FileScanTask objects into Iceberg Rust's FileScanTask objects](../../assets/images/2026-07-14-comet-task-translation.png){ width="750" }
Comet translates Iceberg Java's FileScanTask objects into Iceberg Rust's FileScanTask objects.
To measure Comet's impact on real workloads, the AWS Data on EKS team benchmarked Comet against Spark alone on the TPC-DS 3 TB workload over Iceberg tables. Comet completed the suite roughly @@ -109,7 +109,7 @@ a single query regressing. See the [full benchmark writeup](https://awslabs.github.io/data-on-eks/docs/benchmarks/spark-datafusion-comet-benchmark) for the complete methodology and per-query results. -
![TPC-DS 3 TB on Iceberg: Spark with Comet completes in 2803.8s versus 4665.47s for Spark with Iceberg](../../assets/images/2026-07-13-comet-tpcds.png){ width="500" }
TPC-DS 3 TB (Iceberg) on AWS EKS: Spark with Comet completes the suite ~40% faster.
+
![TPC-DS 3 TB on Iceberg: Spark with Comet completes in 2803.8s versus 4665.47s for Spark with Iceberg](../../assets/images/2026-07-14-comet-tpcds.png){ width="500" }
TPC-DS 3 TB (Iceberg) on AWS EKS: Spark with Comet completes the suite ~40% faster.
Raw speed only matters if the answers are correct. Comet prioritizes correctness and compatibility with the libraries it accelerates. In addition to its own exhaustive test suites, Comet goes @@ -143,7 +143,7 @@ they become the system under test. Running them side by side is a form of differ query that Comet executes natively should return exactly what Spark returns on its own, and any difference points to a gap in Iceberg Rust or in Comet's translation between the two libraries. -
![Differential testing: shared Iceberg Java planning feeds both Spark's JVM execution and Comet's native execution, and their results are compared](../../assets/images/2026-07-13-comet-differential-testing.png){ width="750" }
Planning is held constant while execution varies: Spark's JVM path is the trusted oracle, Comet's native path (via Iceberg Rust) is the system under test, and any difference in results flags a gap.
+
![Differential testing: shared Iceberg Java planning feeds both Spark's JVM execution and Comet's native execution, and their results are compared](../../assets/images/2026-07-14-comet-differential-testing.png){ width="750" }
Planning is held constant while execution varies: Spark's JVM path is the trusted oracle, Comet's native path (via Iceberg Rust) is the system under test, and any difference in results flags a gap.
Comet's fallback behavior is what makes this practical. By default, Comet falls back to Iceberg Java whenever it encounters a feature that Iceberg Rust cannot yet handle. Relaxing a fallback forces the @@ -153,7 +153,7 @@ runs the tests that exercise the feature, inspects what the Java planner produce whatever Iceberg Rust is missing to match it, wires up any new plan-conversion logic Comet needs, and re-runs the suite to confirm the native path now passes. -
![The development loop: relax a Comet fallback, run Iceberg Java's tests, characterize the failures, implement the fix in Iceberg Rust, wire up plan conversion in Comet, and re-run to confirm](../../assets/images/2026-07-13-comet-tdd-loop.png){ width="500" }
Relaxing a fallback turns Iceberg Java's Spark tests into a test-driven development loop for both Iceberg Rust and Comet.
+
![The development loop: relax a Comet fallback, run Iceberg Java's tests, characterize the failures, implement the fix in Iceberg Rust, wire up plan conversion in Comet, and re-run to confirm](../../assets/images/2026-07-14-comet-tdd-loop.png){ width="500" }
Relaxing a fallback turns Iceberg Java's Spark tests into a test-driven development loop for both Iceberg Rust and Comet.
The first iterations are noisy. Early on, a single test run could produce hundreds of failures buried in enormous logs. To make that tractable, contributors have leaned on AI assistants to digest