+1

Dongjoon.

On 2026/09/01 22:08:01 Hyukjin Kwon wrote:
> Starting with my own +1.
> 
> PS: we have a discussion in the dev mailing list, and I am sync'ed with the
> original authors.
> 
> On Wed, 2 Sept 2026 at 07:07, Hyukjin Kwon <[email protected]> wrote:
> 
> > Please vote on releasing the following candidate as Apache Spark Connect
> > Rust
> > Client 4.2.0 RC2.
> >
> > This is the *first* release of the ground-up Rust rewrite of the Spark
> > Connect
> > Python client (published to PyPI as pyspark-client-rust): a drop-in
> > replacement
> > for pyspark-client <https://pypi.org/project/pyspark-client/>, backed by
> > a native Rust core instead of py4j/grpcio.
> >
> > The vote is open until Thursday, September 7, 2026, 5:00 PM PDT and passes
> > if a majority of +1 PMC votes are cast, with a minimum of
> > 3 +1 votes.
> >
> > [ ] +1 Release this package as Apache Spark Connect Rust Client 4.2.0
> > [ ] -1 Do not release this package because …
> >
> > TAG:
> > https://github.com/apache/spark-connect-rust/releases/tag/v4.2.0-rc2
> > (commit: ce1fa08)
> >
> > RELEASE FILES (wheels + sdist, built and attached by GitHub Actions):
> > https://github.com/apache/spark-connect-rust/releases/tag/v4.2.0-rc2
> >
> > DOCUMENTATION:
> > https://apache.github.io/spark-connect-rust/
> >
> > LIST OF ISSUES:
> > https://issues.apache.org/jira/projects/SPARK/versions/12357484
> > HOW TO TRY IT — PYTHON (pip)
> >
> > The release attaches abi3 wheels (Linux x86_64/aarch64, macOS universal2,
> > Windows x86_64; CPython 3.9+) plus a source distribution. Grab the wheel
> > for
> > your platform from the release page and install it directly, e.g.:
> >
> >   pip install 
> > https://github.com/apache/spark-connect-rust/releases/download/v4.2.0-rc2/pyspark_client_rust-4.2.0-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
> >
> > Then use it exactly like PySpark. See if your existing workloads work with
> > this.
> > HOW TO TEST IT — RUST (cargo)
> >
> > The Rust crates are intentionally NOT on crates.io for a release candidate
> > (crates.io is immutable; the crates are published there only when the
> > release is
> > finalized). Test against the tagged source instead:
> >
> >   # A) Pin a git dependency to the RC tag in your project's Cargo.toml:
> >   [dependencies]
> >   apache-spark-connect = { git = 
> > "https://github.com/apache/spark-connect-rust";, tag = "v4.2.0-rc2" }
> >
> >   # B) Or build and run the crates' own tests from the tag:
> >   git clone --branch v4.2.0-rc2 https://github.com/apache/spark-connect-rust
> >   cd spark-connect-rust
> >   cargo build --release
> >   cargo test
> >
> > HIGHLIGHTS
> >
> >    - *Drop-in PySpark Connect Python API*, verified against real PySpark
> >    4.2.0 two
> >    ways: the official PySpark test suite runs against this client, and a
> >    behavioral API-parity sweep compares the Python API surface (functions
> >    and
> >    DataFrame / Column / SparkSession / GroupedData / Window methods)
> >    call-by-call
> >    to PySpark.
> >    - Spark Connect Rust API *full* coverage, including *Rust UDF*s
> >    (docs: https://apache.github.io/spark-connect-rust/).
> >    - *Native Rust transport* via tonic; cloudpickle vendored to match
> >    upstream, so
> >    no grpcio/py4j at runtime. and *native type conversion.*
> >
> > WHY DOES THE VERSION START AT 4.2.0?
> >
> > Even though this is the first release of the rewrite, the version starts at
> > 4.2.0 to track the Apache Spark / PySpark version it targets. This (1)
> > removes
> > any ambiguity about which Spark version a given client is compatible with,
> > and
> > (2) lets PySpark users pip install pyspark-client-rust== exactly
> > as they would pyspark-client, keeping the same versioning across both.
> >
> > Thanks,
> > Hyukjin Kwon
> >
> 

---------------------------------------------------------------------
To unsubscribe e-mail: [email protected]

Reply via email to