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Website: Add blog post for 19.0.0 #580
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Link to arrow-rs changelog
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--- | ||
layout: post | ||
title: "Apache Arrow 19.0.0 Release" | ||
date: "2025-01-16 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 19.0.0 release. This release | ||
covers over 2 months of development work and includes [**202 resolved | ||
issues**][1] on [**330 distinct commits**][2] from [**67 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]. | ||
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## Community | ||
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Since the 18.1.0 release, Adam Reeve and Laurent Goujon have been invited to | ||
become committers. Gang Wu has been invited to join the Project Management | ||
Committee (PMC). | ||
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Thanks for your contributions and participation in the project! | ||
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## Release Highlights | ||
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A [bug](https://github.com/apache/arrow/issues/45283) has been identified in the | ||
19.0.0 versions of the C++ and Python libraries which prevents reading Parquet | ||
files written by Arrow Rust v53.0.0 or higher. The files written by Arrow Rust | ||
are correct and the bug was in the patch adding support for Parquet's new | ||
[SizeStatistics](https://github.com/apache/parquet-format/pull/197) feature to | ||
Arrow C++ and Python. See [#45293](https://github.com/apache/arrow/issues/45283) | ||
for more details including a potential workaround. | ||
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As a result, we plan to create a 19.0.1 release to include a fix for this which | ||
should be available in next few weeks. | ||
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## Columnar Format | ||
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We've added a new experimental specification for representing statistics on | ||
Arrow Arrays as Arrow Arrays. This is useful for preserving and exchanging | ||
statistics between systems such as when converting Parquet data to Arrow. See | ||
[the statistics schema | ||
documentation](https://arrow.apache.org/docs/format/StatisticsSchema.html) for | ||
details. | ||
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We've expanded the Arrow C Device Data Interface to include an experimental | ||
Async Device Stream Interface. While the existing Arrow C Device Data Interface | ||
is a pull-oriented API, the Async interface provides a push-oriented design for | ||
other workflows. See the | ||
[documentation](https://arrow.apache.org/docs/format/CDeviceDataInterface.html#async-device-stream-interface) | ||
for more information. It currently has implementations in the C++ and Go | ||
libraries. | ||
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## Arrow Flight RPC Notes | ||
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The precision of a Timestamp (used for timeouts) is now nanoseconds on all | ||
platforms; previously it was platform-dependent. This may be a breaking change | ||
depending on your use case. | ||
([#44679](https://github.com/apache/arrow/issues/44679)) | ||
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The Python bindings now support various new fields that were added to | ||
FlightEndpoint/FlightInfo (like `expiration_time`). | ||
([#36954](https://github.com/apache/arrow/issues/36954)) | ||
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## C++ Notes | ||
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### Compute | ||
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- It is now possible to cast from a struct type to another struct type with | ||
additional columns, provided the additional columns are nullable | ||
([#44555)](https://github.com/apache/arrow/issues/44555). | ||
- The compute function `expm1` has been added to compute `exp(x) - 1` with better | ||
accuracy when the input value is close to 0 | ||
([#44903](https://github.com/apache/arrow/issues/44903)). | ||
- Hyperbolic trigonometric functions and their reciprocals have also been added. | ||
([#44952](https://github.com/apache/arrow/issues/44952)). | ||
- The new Decimal32 and Decimal64 types have been further supported by allowing | ||
casting between numeric, string, and other decimal types | ||
([#43956](https://github.com/apache/arrow/issues/43956)). | ||
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### Acero | ||
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- Added AVX2 support for decoding row tables in the Swiss join specialization of | ||
hash joins, enabling up to 40% performance improvement for build-heavy | ||
workloads. ([#43693](https://github.com/apache/arrow/issues/43693)) | ||
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### Filesystems | ||
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- The S3 filesystem has gained support for server-side encryption with customer | ||
provided keys, aka SSE-C. | ||
([#43535](https://github.com/apache/arrow/issues/43535)) | ||
- The S3 filesystem also gained an option to disable the SIGPIPE signals that | ||
may be emitted on some network events. | ||
([#44695](https://github.com/apache/arrow/issues/44695)) | ||
- The Azure filesystem now supports SAS token authentication. | ||
([#44308](https://github.com/apache/arrow/issues/44308)). | ||
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### Flight RPC | ||
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- The precision of a Timestamp (used for timeouts) is now nanoseconds on all | ||
platforms; previously it was platform-dependent. This may be a breaking change | ||
depending on your use case. | ||
([#44679](https://github.com/apache/arrow/issues/44679)) | ||
- The Python bindings now support various new fields that were added to | ||
FlightEndpoint/FlightInfo (like `expiration_time`). | ||
([#36954](https://github.com/apache/arrow/issues/36954)) | ||
- The UCX backend has been deprecated and is scheduled for removal. | ||
([#45079](https://github.com/apache/arrow/issues/45079)) | ||
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### Parquet | ||
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- The initial footer read size can now be configured to reduce the number of | ||
potential round-trips on hi-latency filesystems such as S3. | ||
([#45015](https://github.com/apache/arrow/issues/45015)) | ||
- The new `SizeStatistics` format feature has been implemented, though it is | ||
disabled by default when writing. | ||
([#40592](https://github.com/apache/arrow/issues/40592)) | ||
- We've added a new method to the ParquetFileReader class, | ||
[GetReadRanges](https://arrow.apache.org/docs/cpp/api/formats.html#_CPPv4N7parquet17ParquetFileReader13GetReadRangesERKNSt6vectorIiEERKNSt6vectorIiEE7int64_t7int64_t), | ||
which can calculate the byte ranges necessary to read a given set of columns and | ||
row groups. This may be useful to pre-buffer file data via caching mechanisms. | ||
([#45092](https://github.com/apache/arrow/issues/45092)) | ||
- We've added `arrow::Result`-returning variants for | ||
`parquet::arrow::OpenFile()` and | ||
`parquet::arrow::FileReader::GetRecordBatchReader()`. | ||
([#44784](https://github.com/apache/arrow/issues/44784), | ||
[#44808](https://github.com/apache/arrow/issues/44808)) | ||
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## C# Notes | ||
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- The `PrimitiveArrayBuilder` constructor has been made public to allow writing | ||
custom builders. ([#23995](https://github.com/apache/arrow/issues/23995)) | ||
- Improved the performance of looking up schema fields by name. | ||
([#44575](https://github.com/apache/arrow/issues/44575)) | ||
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## Java, Go, and Rust Notes | ||
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The Java, Go, and Rust Go projects have moved to separate repositories outside | ||
the main Arrow [monorepo](https://github.com/apache/arrow). | ||
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- For notes on the latest release of the [Java | ||
implementation](https://github.com/apache/arrow-java), see the latest [Arrow | ||
Java changelog][7]. | ||
- For notes on the latest release of the [Rust | ||
implementation](https://github.com/apache/arrow-rs) see the latest [Arrow Rust | ||
changelog][5]. | ||
- For notes on the latest release of the [Go | ||
implementation](https://github.com/apache/arrow-go), see the latest [Arrow Go | ||
changelog][6]. | ||
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## Linux Packaging Notes | ||
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- Debian: Fixed keyring format to support newer libapt (e.g., used by | ||
Trixie). ([#45118](https://github.com/apache/arrow/issues/45118)) | ||
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## Python Notes | ||
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New features: | ||
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- The upcoming pandas 3.0 [string | ||
dtype](https://pandas.pydata.org/pdeps/0014-string-dtype.html) is now | ||
supported by PyArrow's `to_pandas` routine. In the future, when using pandas >=3.0, | ||
the new pandas behavior will be enabled by default. You can opt into | ||
the new behavior under pandas >=2.3 by setting `pd.options.future.infer_string | ||
= True`. This may be considered a breaking change. | ||
([#43683](https://github.com/apache/arrow/issues/43683)) | ||
- Support for 32-bit and 64-bit decimal types was added. | ||
([#44713](https://github.com/apache/arrow/issues/44713)) | ||
- Arrow PyCapsule stream objects are supported in `write_dataset`. | ||
([#43410](https://github.com/apache/arrow/issues/43410)) | ||
- New Flight features have been exposed. | ||
([#36954](https://github.com/apache/arrow/issues/36954)) | ||
- Bindings for `JsonExtensionType` and `JsonArray` were added. | ||
([#44066](https://github.com/apache/arrow/issues/44066)) | ||
- Hyperbolic trigonometry functions added to the Arrow C++ compute kernels are | ||
also available in PyArrow. | ||
([#44952](https://github.com/apache/arrow/issues/44952)) | ||
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Other improvements: | ||
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- `strings_to_categorical` keyword in `to_pandas` can now be used for string | ||
view type. ([#45175](https://github.com/apache/arrow/issues/45175)) | ||
- `from_buffers` is updated to work with `StringView`. | ||
([#44651](https://github.com/apache/arrow/issues/44651)) | ||
- Version suffixes are also set for Arrow Python C++ (`libarrow_python*`) | ||
libraries. ([#44614](https://github.com/apache/arrow/issues/44614)) | ||
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## Ruby and C GLib Notes | ||
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### Ruby | ||
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- Added basic support for JRuby with an implementation based on Arrow Java | ||
([#44346](https://github.com/apache/arrow/pull/44346)). The plan is to release | ||
this as a gem once it covers a base set of features. See | ||
[#45324](https://github.com/apache/arrow/issues/45324) for more information. | ||
- Added support for 32bit and 64bit decimal, binary view, and string view. See | ||
[issues | ||
listed](https://github.com/apache/arrow/issues?q=is%3Aclosed%20milestone%3A19.0.0%20label%3A%22Component%3A%20GLib%22) | ||
in the 19.0.0 milestone for more details. | ||
- Fixed a bug that empty struct list can't be built. | ||
([#44742](https://github.com/apache/arrow/issues/44742)) | ||
- Fixed a bug that `record_batch[:column].size` raises an exception. | ||
([#45119](https://github.com/apache/arrow/issues/45119)) | ||
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### C GLib | ||
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- Added support for 32bit and 64bit decimal, binary view, and string view. See | ||
[issues listed in the 19.0.0 | ||
milestone](https://github.com/apache/arrow/issues?q=is%3Aclosed%20milestone%3A19.0.0%20label%3A%22Component%3A%20GLib%22) | ||
for more details. | ||
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[1]: https://github.com/apache/arrow/milestone/66?closed=1 | ||
[2]: {{ site.baseurl }}/release/19.0.0.html#contributors | ||
[3]: {{ site.baseurl }}/release/19.0.0.html#changelog | ||
[4]: {{ site.baseurl }}/docs/r/news/ | ||
[5]: https://github.com/apache/arrow-rs/tags | ||
[6]: https://github.com/apache/arrow-go/tags | ||
[7]: https://github.com/apache/arrow-java/tags | ||
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FYI @etseidl
THanks @amoeba for calliing attention to this issue