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Website: Add blog post for 17.0.0 #537

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---
layout: post
title: "Apache Arrow 17.0.0 Release"
date: "2024-07-16 00:00:00"
author: pmc
categories: [release]
---
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The Apache Arrow team is pleased to announce the 17.0.0 release. This covers
over 3 months of development work and includes [**331 resolved issues**][1]
on [**529 distinct commits**][2] from [**92 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 16.0.0 release, Dane Pitkin has been invited to be committer.
No new members have joined the Project Management Committee (PMC).

Thanks for your contributions and participation in the project!

## Linux packages notes

- We dropped support for Debian GNU/Linux bullseye

## C Data Interface notes
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- `ArrowDeviceArrayStream` can now be imported and exported (GH-40078)

## Arrow Flight RPC notes
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- Flight SQL was formally stabilized (GH-39204).
- Flight SQL added a bulk ingestion command (GH-38255).
- The JDBC Flight SQL driver now accepts "catalog" as a connection parameter (GH-41947).
- "Stateless" prepared statements are now supported (GH-37220, GH-41262).
- Java added `FlightStatusCode.RESOURCE_EXHAUSTED` (GH-35888).
- C++ has some basic support for logging with OpenTelemetry (GH-39898).
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## Arrow Flight RPC notes
- Flight SQL was formally stabilized (GH-39204).
- Flight SQL added a bulk ingestion command (GH-38255).
- The JDBC Flight SQL driver now accepts "catalog" as a connection parameter (GH-41947).
- "Stateless" prepared statements are now supported (GH-37220, GH-41262).
- Java added `FlightStatusCode.RESOURCE_EXHAUSTED` (GH-35888).
- C++ has some basic support for logging with OpenTelemetry (GH-39898).
## Arrow Flight RPC notes
**The experimental UCX backend will be removed in 18.0.0.**
- Flight SQL was formally stabilized (GH-39204).
- Flight SQL added a bulk ingestion command (GH-38255).
- The JDBC Flight SQL driver now accepts "catalog" as a connection parameter (GH-41947).
- "Stateless" prepared statements are now supported (GH-37220, GH-41262).
- Java added `FlightStatusCode.RESOURCE_EXHAUSTED` (GH-35888).
- C++ has some basic support for logging with OpenTelemetry (GH-39898).


## C++ notes
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- Half-float values can now be parsed and formatted correctly (GH-41089).
- Record batches can now be converted to row-major tensors, not only column-major (GH-40866).
- The CSV writer is now able to write large string arrays that are larger than
2 GiB (GH-40270).
- A possible invalid memory access in `BooleanArray.true_count()` has been fixed (GH-41016).
- A new method `FlattenRecursively` allows recursive nesting of list and
fixed-size list arrays (GH-41055).
- The scratch space in some `Scalar` subclasses is now immutable. This is required
for proper concurrent access to `Scalar` instances (GH-40069).
- Calling the `bit_width` or `byte_width` method of an extension type now defers
to the underlying storage type (GH-41353).
- Fixed a bug where `MapArray::FromArrays` would behave incorrectly if the given
offsets array has a non-zero offset (GH-40750).
- `MapArray::FromArrays` now accepts an optional null bitmap argument
(GH-41684).
- The `ARROW_NO_DEPRECATED_API` macro was unused and has been removed (GH-41343).

### Acero

- The left anti join filter no longer crashes when the filter rows are empty (GH-41121).
- A race condition was fixed in the asof join (GH-41149).
- A potential stack overflow has been fixed (GH-41334, GH-41738).
- A potential crash on very large data has been fixed (GH-41813).
- Asof join and sort merge join now support single threaded mode (GH-41190).

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### Compute

- List views and maps are now supported by the `if_else`, `case_when` and
`coalesce` functions (GH-41418).
- List views are now supported by the functions `list_slice` (GH-42065),
`list_parent_indices` (GH-42235), `take` and `filter` (GH-42116).
- `list_flatten` can now be recursive based on new optional argument
(GH-41183, GH-41055)
- The `take` and `filter` functions have been made significantly faster on fixed-width
types, including fixed-size lists of fixed-width types (GH-39798).

### Dataset

- Repeated scanning of an encrypted Parquet dataset now works correctly (GH-41431).

### Filesystems

- Standard filesystem implementations are now tracked in a global registry which
also allows loading third-party filesystem implementations, for example from
runtime-loaded DLLs (GH-40342,
- Directory metadata operations on Azure filesystems are now more aligned with
the common expectations for filesystems (GH-41034).
- `CopyFile` is now supported for Azure filesystems with hierarchical namespace
enabled (GH-41095).
- Azure credentials can now be loaded explicitly from the environment (GH-39345),
or using the Azure CLI (GH-39344).
- A potential deadlock was fixed when closing an S3 output stream (GH-41862).

### GPU

- Non-CPU data can now be pretty-printed (GH-41664).
- Non-CPU data with offsets, such as list and binary data, can now be properly
sent over IPC (GH-42198).

### IPC

- Flatbuffers serialization is now more deterministic (GH-40361).

### Parquet

- A crash was fixed when reading an invalid Parquet file where columns claim to
be of different lengths (GH-41317).
- Definition and repetition levels are now more strictly checked, avoiding later
crashes when reading an invalid Parquet file (GH-41321).
- A crash was fixed when reading an invalid encrypted Parquet file (GH-43070).
- Fixed a bug where `DeltaLengthByteArrayEncoder::EstimatedDataEncodedSize` could
return an invalid estimate in some situations (GH-41545).
- Delimiting records is now faster for columns with nested repeating (GH-41361).

### Substrait

- Support for more Arrow data types was added: some temporal types, half floats,
large string and large binary (GH-40695).

## C# notes
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- The performance of building Decimal arrays using SqlDecimal values was improved for .NET 7+ (GH-41349)
- Scalar arrays now implement `ICollection<T?>` (GH-38692)
- Concatenating arrays with a non-zero offset with ArrowArrayConcatenator was fixed (GH-41164)
- Concatenating union arrays with ArrowArrayConcatenator was fixed (GH-41198)
- Accessing values of decimal arrays with a non-zero offset was fixed (GH-41199)

## Go Notes
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### Bug Fixes

#### Arrow

- Prevent exposure of invalid Go pointers in CGO code ([GH-43062](https://github.com/apache/arrow/issues/43062))
- Fix memory leak for 0-length C array imports ([GH=41534](https://github.com/apache/arrow/issues/41534))
- Ensure statement handle is updated so stateless prepared statements work properly ([GH-41427](https://github.com/apache/arrow/issues/41427))

#### Parquet

- Fix memory leak in BufferedPageWriter ([GH-41697](https://github.com/apache/arrow/issues/41697))
- Fix performance regression in PooledBufferWriter ([GH-41541](https://github.com/apache/arrow/issues/41541))

### Enhancements

#### Arrow

- Arrow Schemas and Records can now be created from Protobuf messages ([GH-40494](https://github.com/apache/arrow/issues/40494))

#### Parquet

- Performance improvement for BitWriter VlqInt ([GH-41160](https://github.com/apache/arrow/pull/41160))

## Java notes
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**Some changes are coming up in the next version, Arrow 18. Java 8 support will be removed. The version of the flight-core artifact with shaded gRPC will no longer be distributed.**

- Basic support for ListView (GH-41287) and StringView (GH-40339) has been added. These types should still be considered experimental.

## JavaScript notes
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- General maintenance. Clean up packaging ([GH-39722](https://github.com/apache/arrow/issues/39722)), update dependencies ([GH-41905](https://github.com/apache/arrow/issues/41905)).

## Python notes
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- Added support for Numpy 2.0 (GH-42170, GH-41924).
- Added support for Emscripten via Pyodide (GH-41910).
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## R notes
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* R functions that users write that use functions that Arrow supports in dataset queries now can be used in queries too. Previously, only functions that used arithmetic operators worked. For example, `time_hours <- function(mins) mins / 60` worked, but `time_hours_rounded <- function(mins) round(mins / 60)` did not; now both work. These are automatic translations rather than true user-defined functions (UDFs); for UDFs, see `register_scalar_function()`. [GH-41223](https://github.com/apache/arrow/issues/41223)
* `mutate()` expressions can now include aggregations, such as `x - mean(x)`. [GH-41350](https://github.com/apache/arrow/pull/41350)
* `summarize()` supports more complex expressions, and correctly handles cases where column names are reused in expressions. [GH-41323](https://github.com/apache/arrow/issues/41323)
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* The `na_matches` argument to the `dplyr::*_join()` functions is now supported. This argument controls whether `NA` values are considered equal when joining. [GH-41223](https://github.com/apache/arrow/issues/41358)
* R metadata, stored in the Arrow schema to support round-tripping data between R and Arrow/Parquet, is now serialized and deserialized more strictly. This makes it safer to load data from files from unknown sources into R data.frames. [GH-41223](https://github.com/apache/arrow/issues/41969)

For more on what’s in the 17.0.0 R package, see the [R changelog][4].

## Ruby and C GLib notes
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### Ruby

- Improved `Arrow::Table#to_s` format
- This is a breaking change

### C GLib

- Added support for Microsoft Visual C++
- Added `gadataset_dataset_to_record_batch_reader()`

## Rust notes

The Rust projects have moved to separate repositories outside the
main Arrow monorepo. For notes on the latest release of the Rust
implementation, see the latest [Arrow Rust changelog][5].

[1]: https://github.com/apache/arrow/milestone/62?closed=1
[2]: {{ site.baseurl }}/release/17.0.0.html#contributors
[3]: {{ site.baseurl }}/release/17.0.0.html#changelog
[4]: {{ site.baseurl }}/docs/r/news/
[5]: https://github.com/apache/arrow-rs/tags