AlenkaF commented on code in PR #464:
URL: https://github.com/apache/arrow-site/pull/464#discussion_r1448708687
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_posts/2024-01-10-15.0.0-release.md:
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+---
+layout: post
+title: "Apache Arrow 15.0.0 Release"
+date: "2024-01-10 00:00:00"
+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 %}
+-->
+
+
+The Apache Arrow team is pleased to announce the 15.0.0 release. This covers
+over 3 months of development work and includes [**XXX resolved issues**][1]
+from [**YYY distinct contributors**][2]. See the [Install
Page](https://arrow.apache.org/install/)
+to learn how to get the libraries for your platform.
+
+The release notes below are not exhaustive and only expose selected highlights
+of the release. Many other bugfixes and improvements have been made: we refer
+you to the [complete changelog][3].
+
+## Community
+
+Since the 14.0.0 release, Curt Hagenlocher, Xuwei Fu, James Duong and Felipe
Oliveira Carvalho
+have been invited to be committers.
+Jonathan Keane and Raúl Cumplido have joined the Project Management Committee
(PMC).
+
+As per our tradition of rotating the PMC chair once a year
+Andy Grove was elected as the new PMC chair and VP.
+
+Thanks for your contributions and participation in the project!
+
+## Columnar Format Notes
+
+## C Data Interface notes
+
+## Arrow Flight RPC notes
+
+## C++ notes
+
+### Compute layer
+
+### Datasets
+
+### Gandiva
+
+### Parquet
+
+### Substrait
+
+### Miscellaneous
+
+## C# notes
+
+## Go Notes
+
+### Bug Fixes
+
+### Enhancements
+
+## Java notes
+
+## JavaScript notes
+
+## Python notes
Review Comment:
```suggestion
## Python notes
Compatibility notes:
* Legacy `ParquetDataset` custom implementation has been removed and only
the new dataset API is now in use
[GH-31303](https://github.com/apache/arrow/issues/31303).
New features:
* PyArrow version 14.0.0 included a new specification for Arrow PyCapsules
and related dunder methods
[GH-35531](https://github.com/apache/arrow/pull/37797) and now a public
`RecordBatchReader` constructor from stream object implementing the PyCapsule
Protocol has been added
[GH-[39217](https://github.com/apache/arrow/issues/39217)](https://github.com/apache/arrow/issues/39217)
together with some additional documentation
[GH-[39196](https://github.com/apache/arrow/issues/39196)](https://github.com/apache/arrow/issues/39196).
* DLPack protocol support (producer) was added to the Arrow C++ and is
exposed in Python through `__dlpack__` and `__dlpack_device__` dunder methods
[GH-33984](https://github.com/apache/arrow/issues/33984).
* Python now exposes enabling CRC checksum for read and write operations in
Paquet [GH-37242](https://github.com/apache/arrow/issues/37242). CRC checksum
are optional and can detect data corruption.
* `CacheOptions` are now configurable from Python as part of the
`pyarrow.dataset.ParquetFragmentScanOptions`
[GH-36441](https://github.com/apache/arrow/issues/36441).
* Parquet metadata to indicate sort order of the data are now exposed in
`RowGroupMetaData` [GH-35331](https://github.com/apache/arrow/issues/35331).
Other improvements:
* Append parameter from `FileOutputStream` is exposed for the `OSFile` class
[GH-38857](https://github.com/apache/arrow/issues/38857).
* File size can be passed to `make_fragment` in the pyarrow datasets
(`pyarrow.dataset.FileFormat`and `pyarrow.dataset.ParquetFileFormat`)
[GH-37857](https://github.com/apache/arrow/issues/37857).
* Support for mask parameter is added to `FixedSizeListArray.from_arrays`
[GH-34316](https://github.com/apache/arrow/issues/34316)
* `to/from_struct_array` are added to the `pyarrow.Table` class
[GH-33500](https://github.com/apache/arrow/issues/33500).
* GIL is released in `.nbytes` which is improving performance when
calculating the data size
[GH-39096](https://github.com/apache/arrow/issues/39096).
* Usage of pandas internals `DatetimeTZBlock` has been removed
[GH-38341](https://github.com/apache/arrow/issues/38341).
* `DataType` instance can be passed to `MapType.from_arrays` constructor
[GH-39515](https://github.com/apache/arrow/issues/39515).
Relevant bug fixes:
* `S3FileSystem` equals `None` segfault has been fixed
[GH-38535](https://github.com/apache/arrow/issues/38535).
* No-op kernel is added for `dictionary_encode(dictionary)`
[GH-34890](https://github.com/apache/arrow/issues/34890).
* PrettyPrint for Timestamp type now adds "Z" at the end of the print string
when tz is defined in order to add minimum information about the values being
stored in UTC [GH-30117](https://github.com/apache/arrow/issues/30117).
```
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