viirya commented on code in PR #305:
URL: https://github.com/apache/arrow-site/pull/305#discussion_r1103880274
##########
_posts/2023-01-26-rust-32.0.0.md:
##########
@@ -0,0 +1,193 @@
+---
+layout: post
+title: "January 2023 Rust Apache Arrow Highlights"
+date: "2023-01-26 00:00:00 +0000"
+author: pmc
+categories: [release]
+---
+<!--
+{% comment %}
+Licensed to the Apache Software Foundation (ASF) under one or more
+contributor license agreements. See the NOTICE file distributed with
+this work for additional information regarding copyright ownership.
+The ASF licenses this file to you under the Apache License, Version 2.0
+(the "License"); you may not use this file except in compliance with
+the License. You may obtain a copy of the License at
+
+http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+{% endcomment %}
+-->
+
+# Introduction
+
+With the recent release of [32.0.0](https://crates.io/crates/arrow/32.0.0) of
the Rust implementation of [Apache Arrow](https://arrow.apache.org/), it seemed
timely to highlight some of the communities work since the [last
update](https://arrow.apache.org/blog/2022/06/16/rust-16.0.0/).
+
+The most recent list of detailed changes can always be found in the
[CHANGELOG](https://github.com/apache/arrow-rs/blob/master/CHANGELOG.md), with
the full historical list available
[here](https://github.com/apache/arrow-rs/blob/master/CHANGELOG-old.md).
+
+# Arrow
+
+[arrow](https://crates.io/crates/arrow) and
[arrow-flight](https://crates.io/crates/arrow-flight) are native Rust
implementations of Apache Arrow. Apache Arrow defines a language-independent
columnar memory format for flat and hierarchical data, organized for efficient
analytic operations on modern hardware like CPUs and GPUs. The Arrow memory
format also supports zero-copy reads for lightning-fast data access without
serialization overhead.
+
+The [Rust language](https://www.rust-lang.org/) offers best in class
performance, memory safety, and the developer productivity of a modern
programming language. These features make Rust an excellent choice for building
modern high performance analytical systems. When combined, Rust and the Apache
Arrow Ecosystem are a compelling toolkit for building the next generation of
systems.
+
+The [repository](https://github.com/apache/arrow-rs) recently passed 1400
stars on github, and the community has been focused on performance and feature
completeness.
+
+
+**Major Highlights**
+
+* **New CSV and JSON Readers**: The CSV and JSON readers have been revamped.
Their performance has more than doubled, and they now support push-driven
parsing facilitating async streaming decode from object storage.
+* **Faster Build Times and Reduced Codegen**: The `arrow` crate has been split
into multiple smaller crates, and large kernels have been moved behind optional
feature flags. These changes allow downstream projects to choose a smaller
dependency footprint and build times, if desired.
+* **Support for Copy-On-Write**: Arrow arrays now support copy-on-write, via
the
[`into_builder`](https://docs.rs/arrow/32.0.0/arrow/array/struct.ArrayData.html#method.into_builder)
methods
+* **Comparable Row Format**: [Much faster multi-column Sorting and
Grouping](https://arrow.apache.org/blog/2022/11/07/multi-column-sorts-in-arrow-rust-part-1/)
is now possible with the the new spillable, comparable
[row-format](https://docs.rs/arrow-row/32.0.0/arrow_row/index.html)
Review Comment:
```suggestion
* **Comparable Row Format**: [Much faster multi-column Sorting and
Grouping](https://arrow.apache.org/blog/2022/11/07/multi-column-sorts-in-arrow-rust-part-1/)
is now possible with the the new spillable, comparable
[row-format](https://docs.rs/arrow-row/32.0.0/arrow_row/index.html)
```
--
This is an automated message from the Apache Git Service.
To respond to the message, please log on to GitHub and use the
URL above to go to the specific comment.
To unsubscribe, e-mail: [email protected]
For queries about this service, please contact Infrastructure at:
[email protected]