-
Notifications
You must be signed in to change notification settings - Fork 241
Commit
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
Merge pull request #9410 from NVIDIA/branch-23.10
[auto-merge] branch-23.10 to branch-23.12 [skip ci] [bot]
- Loading branch information
Showing
3 changed files
with
90 additions
and
11 deletions.
There are no files selected for viewing
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
|
@@ -5,6 +5,84 @@ nav_order: 15 | |
--- | ||
Below are archived releases for RAPIDS Accelerator for Apache Spark. | ||
|
||
## Release v23.08.1 | ||
### Hardware Requirements: | ||
|
||
The plugin is tested on the following architectures: | ||
|
||
GPU Models: NVIDIA P100, V100, T4, A10/A100, L4 and H100 GPUs | ||
|
||
### Software Requirements: | ||
|
||
OS: Ubuntu 20.04, Ubuntu 22.04, CentOS 7, or Rocky Linux 8 | ||
|
||
NVIDIA Driver*: R470+ | ||
|
||
Runtime: | ||
Scala 2.12 | ||
Python, Java Virtual Machine (JVM) compatible with your spark-version. | ||
|
||
* Check the Spark documentation for Python and Java version compatibility with your specific | ||
Spark version. For instance, visit `https://spark.apache.org/docs/3.4.1` for Spark 3.4.1. | ||
Please be aware that we do not currently support Spark builds with Scala 2.13. | ||
|
||
Supported Spark versions: | ||
Apache Spark 3.1.1, 3.1.2, 3.1.3 | ||
Apache Spark 3.2.0, 3.2.1, 3.2.2, 3.2.3, 3.2.4 | ||
Apache Spark 3.3.0, 3.3.1, 3.3.2 | ||
Apache Spark 3.4.0, 3.4.1 | ||
Apache Spark 3.5.0 | ||
|
||
Supported Databricks runtime versions for Azure and AWS: | ||
Databricks 10.4 ML LTS (GPU, Scala 2.12, Spark 3.2.1) | ||
Databricks 11.3 ML LTS (GPU, Scala 2.12, Spark 3.3.0) | ||
Databricks 12.2 ML LTS (GPU, Scala 2.12, Spark 3.3.2) | ||
|
||
Supported Dataproc versions: | ||
GCP Dataproc 2.0 | ||
GCP Dataproc 2.1 | ||
|
||
*Some hardware may have a minimum driver version greater than R470. Check the GPU spec sheet | ||
for your hardware's minimum driver version. | ||
|
||
*For Cloudera and EMR support, please refer to the | ||
[Distributions](https://docs.nvidia.com/spark-rapids/user-guide/latest/faq.html#which-distributions-are-supported) section of the FAQ. | ||
|
||
### Download v23.08.1 | ||
* Download the [RAPIDS | ||
Accelerator for Apache Spark 23.08.1 jar](https://repo1.maven.org/maven2/com/nvidia/rapids-4-spark_2.12/23.08.1/rapids-4-spark_2.12-23.08.1.jar) | ||
|
||
This package is built against CUDA 11.8. It is tested on V100, T4, A10, A100, L4 and H100 GPUs with | ||
CUDA 11.8 through CUDA 12.0. | ||
|
||
Note that v23.08.0 is deprecated. | ||
|
||
### Verify signature | ||
* Download the [RAPIDS Accelerator for Apache Spark 23.08.1 jar](https://repo1.maven.org/maven2/com/nvidia/rapids-4-spark_2.12/23.08.1/rapids-4-spark_2.12-23.08.1.jar) | ||
and [RAPIDS Accelerator for Apache Spark 23.08.1 jars.asc](https://repo1.maven.org/maven2/com/nvidia/rapids-4-spark_2.12/23.08.1/rapids-4-spark_2.12-23.08.1.jar.asc) | ||
* Download the [PUB_KEY](https://keys.openpgp.org/[email protected]). | ||
* Import the public key: `gpg --import PUB_KEY` | ||
* Verify the signature: `gpg --verify rapids-4-spark_2.12-23.08.1.jar.asc rapids-4-spark_2.12-23.08.1.jar` | ||
|
||
The output if signature verify: | ||
|
||
gpg: Good signature from "NVIDIA Spark (For the signature of spark-rapids release jars) <[email protected]>" | ||
|
||
### Release Notes | ||
New functionality and performance improvements for this release include: | ||
* Compatibility with Databricks AWS & Azure 12.2 ML LTS. | ||
* Enhanced stability and support for ORC and Parquet. | ||
* Reduction of out-of-memory (OOM) occurrences. | ||
* Corner case evaluation for data formats, operators and expressions | ||
* Qualification and Profiling tool: | ||
* Profiling tool now supports Azure Databricks and AWS Databricks. | ||
* Qualification tool can provide advice on unaccelerated operations. | ||
* Improve user experience through CLI design. | ||
* Qualification tool provides configuration and migration recommendations for Dataproc and EMR. | ||
|
||
For a detailed list of changes, please refer to the | ||
[CHANGELOG](https://github.com/NVIDIA/spark-rapids/blob/main/CHANGELOG.md). | ||
|
||
## Release v23.06.0 | ||
Hardware Requirements: | ||
|
||
|
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
|
@@ -18,7 +18,7 @@ cuDF jar, that is either preinstalled in the Spark classpath on all nodes or sub | |
that uses the RAPIDS Accelerator For Apache Spark. See the [getting-started | ||
guide](https://nvidia.github.io/spark-rapids/Getting-Started/) for more details. | ||
|
||
## Release v23.08.1 | ||
## Release v23.08.2 | ||
### Hardware Requirements: | ||
|
||
The plugin is tested on the following architectures: | ||
|
@@ -61,21 +61,21 @@ for your hardware's minimum driver version. | |
*For Cloudera and EMR support, please refer to the | ||
[Distributions](https://docs.nvidia.com/spark-rapids/user-guide/latest/faq.html#which-distributions-are-supported) section of the FAQ. | ||
|
||
### Download v23.08.1 | ||
### Download v23.08.2 | ||
* Download the [RAPIDS | ||
Accelerator for Apache Spark 23.08.1 jar](https://repo1.maven.org/maven2/com/nvidia/rapids-4-spark_2.12/23.08.1/rapids-4-spark_2.12-23.08.1.jar) | ||
Accelerator for Apache Spark 23.08.2 jar](https://repo1.maven.org/maven2/com/nvidia/rapids-4-spark_2.12/23.08.2/rapids-4-spark_2.12-23.08.2.jar) | ||
|
||
This package is built against CUDA 11.8. It is tested on V100, T4, A10, A100, L4 and H100 GPUs with | ||
CUDA 11.8 through CUDA 12.0. | ||
|
||
Note that v23.08.0 is deprecated. | ||
|
||
### Verify signature | ||
* Download the [RAPIDS Accelerator for Apache Spark 23.08.1 jar](https://repo1.maven.org/maven2/com/nvidia/rapids-4-spark_2.12/23.08.1/rapids-4-spark_2.12-23.08.1.jar) | ||
and [RAPIDS Accelerator for Apache Spark 23.08.1 jars.asc](https://repo1.maven.org/maven2/com/nvidia/rapids-4-spark_2.12/23.08.1/rapids-4-spark_2.12-23.08.1.jar.asc) | ||
* Download the [RAPIDS Accelerator for Apache Spark 23.08.2 jar](https://repo1.maven.org/maven2/com/nvidia/rapids-4-spark_2.12/23.08.2/rapids-4-spark_2.12-23.08.2.jar) | ||
and [RAPIDS Accelerator for Apache Spark 23.08.2 jars.asc](https://repo1.maven.org/maven2/com/nvidia/rapids-4-spark_2.12/23.08.2/rapids-4-spark_2.12-23.08.2.jar.asc) | ||
* Download the [PUB_KEY](https://keys.openpgp.org/[email protected]). | ||
* Import the public key: `gpg --import PUB_KEY` | ||
* Verify the signature: `gpg --verify rapids-4-spark_2.12-23.08.1.jar.asc rapids-4-spark_2.12-23.08.1.jar` | ||
* Verify the signature: `gpg --verify rapids-4-spark_2.12-23.08.2.jar.asc rapids-4-spark_2.12-23.08.2.jar` | ||
|
||
The output if signature verify: | ||
|
||
|
@@ -92,7 +92,8 @@ New functionality and performance improvements for this release include: | |
* Qualification tool can provide advice on unaccelerated operations. | ||
* Improve user experience through CLI design. | ||
* Qualification tool provides configuration and migration recommendations for Dataproc and EMR. | ||
|
||
* Fixes Databricks build issues from the previous 23.08 release. | ||
|
||
For a detailed list of changes, please refer to the | ||
[CHANGELOG](https://github.com/NVIDIA/spark-rapids/blob/main/CHANGELOG.md). | ||
|
||
|