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Posted to commits@arrow.apache.org by GitBox <gi...@apache.org> on 2021/04/11 17:29:22 UTC
[GitHub] [arrow-site] andygrove opened a new pull request #100: Ballista donation announcement
andygrove opened a new pull request #100:
URL: https://github.com/apache/arrow-site/pull/100
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[GitHub] [arrow-site] alamb commented on a change in pull request #100: ARROW-12260: [Website] Ballista donation announcement
Posted by GitBox <gi...@apache.org>.
alamb commented on a change in pull request #100:
URL: https://github.com/apache/arrow-site/pull/100#discussion_r611816426
##########
File path: _posts/2021-04-12-ballista-donation.md
##########
@@ -0,0 +1,66 @@
+---
+layout: post
+title: "Ballista: A Distributed Scheduler for Apache Arrow"
+description: "We are excited to announce that Ballista has been donated to the Apache Arrow project. Ballista is a distributed scheduler for the Rust implementation of Apache Arrow."
+date: "2021-04-12 00:00:00 -0600"
+author: agrove
+categories: [application]
+---
+<!--
+{% 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 %}
+-->
+
+We are excited to announce that [Ballista](https://github.com/apache/arrow/tree/master/rust/ballista) has been donated
+to the Apache Arrow project.
+
+Ballista is a distributed compute platform primarily implemented in Rust, and powered by Apache Arrow. It is built
+on an architecture that allows other programming languages (such as Python, C++, and Java) to be supported as
Review comment:
I wonder if we want to callout the use of DataFusion here (and in the list of foundational technologies) as part of a broader "marketing campaign" for DataFusion) ?
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[GitHub] [arrow-site] andygrove commented on a change in pull request #100: ARROW-12260: [Website] Ballista donation announcement
Posted by GitBox <gi...@apache.org>.
andygrove commented on a change in pull request #100:
URL: https://github.com/apache/arrow-site/pull/100#discussion_r611820776
##########
File path: _posts/2021-04-12-ballista-donation.md
##########
@@ -0,0 +1,66 @@
+---
+layout: post
+title: "Ballista: A Distributed Scheduler for Apache Arrow"
+description: "We are excited to announce that Ballista has been donated to the Apache Arrow project. Ballista is a distributed scheduler for the Rust implementation of Apache Arrow."
+date: "2021-04-12 00:00:00 -0600"
+author: agrove
+categories: [application]
+---
+<!--
+{% 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 %}
+-->
+
+We are excited to announce that [Ballista](https://github.com/apache/arrow/tree/master/rust/ballista) has been donated
+to the Apache Arrow project.
+
+Ballista is a distributed compute platform primarily implemented in Rust, and powered by Apache Arrow. It is built
+on an architecture that allows other programming languages (such as Python, C++, and Java) to be supported as
Review comment:
Excellent point! Feel free to push to this PR or I can add something this evening.
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[GitHub] [arrow-site] kou commented on pull request #100: ARROW-12260: [Website] Ballista donation announcement
Posted by GitBox <gi...@apache.org>.
kou commented on pull request #100:
URL: https://github.com/apache/arrow-site/pull/100#issuecomment-819258365
Could you use https://github.com/apache/arrow-site/blob/master/scripts/merge_pr.py to merge a pull request?
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[GitHub] [arrow-site] wesm commented on a change in pull request #100: ARROW-12260: [Website] Ballista donation announcement
Posted by GitBox <gi...@apache.org>.
wesm commented on a change in pull request #100:
URL: https://github.com/apache/arrow-site/pull/100#discussion_r611259754
##########
File path: _posts/2021-04-12-ballista-donation.md
##########
@@ -0,0 +1,75 @@
+---
+layout: post
+title: "Ballista: A Distributed Scheduler for Apache Arrow"
+description: "We are excited to announce that Ballista has been donated to the Apache Arrow project. Ballista is a distributed scheduler for the Rust implementation of Apache Arrow."
+date: "2021-04-12 00:00:00 -0600"
+author: agrove
+categories: [application]
+---
+<!--
+{% 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 %}
+-->
+
+We are excited to announce that [Ballista](https://github.com/apache/arrow/tree/master/rust/ballista) has been donated
+to the Apache Arrow project.
+
+Ballista is a distributed compute platform primarily implemented in Rust, and powered by Apache Arrow. It is built
+on an architecture that allows other programming languages (such as Python, C++, and Java) to be supported as
+first-class citizens without paying a penalty for serialization costs.
+
+The foundational technologies in Ballista are:
+
+- [Apache Arrow](https://arrow.apache.org/) memory model and compute kernels for efficient processing of data.
+- [Apache Arrow Flight Protocol](https://arrow.apache.org/blog/2019/10/13/introducing-arrow-flight/) for efficient
+ data transfer between processes.
+- [Google Protocol Buffers](https://developers.google.com/protocol-buffers) for serializing query plans.
+- [Docker](https://www.docker.com/) for packaging up executors along with user-defined code.
+
+Ballista can be deployed as a standalone cluster and also supports [Kubernetes](https://kubernetes.io/). In either
+case, the scheduler can be configured to use [etcd](https://etcd.io/) as a backing store to (eventually) provide
+redundancy in the case of a scheduler failing.
+
+## Status
+
+The Ballista project is at an early stage of development. However, it is capable of running complex analytics queries
+in a distributed cluster with reasonable performance.
+
+The following chart shows the current performance of Ballista for a number of TPC-H queries at scale factor 100. The
+current performance at this scale is similar to Apache Spark, and better in some cases. More work is now needed to
+make Ballista scale with larger data sets.
+
+![Ballista Performance](img/20210412ballistatpch.png)
+
+_Benchmarks were executed on a 24 core desktop with 64 GB RAM and NVMe drives. The 100 GB dataset was converted to
+Parquet and repartitioned with 8 partitions._
Review comment:
To be gracious, you might point out that these benchmarks haven't been peer reviewed and you look forward to working with the Spark community to create realistic and reproducible benchmarks, since the benchmarks are more about learning (so you can make the software better) rather than trying to show "which is better".
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[GitHub] [arrow-site] andygrove commented on pull request #100: ARROW-12260: [Website] Ballista donation announcement
Posted by GitBox <gi...@apache.org>.
andygrove commented on pull request #100:
URL: https://github.com/apache/arrow-site/pull/100#issuecomment-818340105
@alamb I added DataFusion to list of technologies
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[GitHub] [arrow-site] andygrove merged pull request #100: ARROW-12260: [Website] Ballista donation announcement
Posted by GitBox <gi...@apache.org>.
andygrove merged pull request #100:
URL: https://github.com/apache/arrow-site/pull/100
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[GitHub] [arrow-site] github-actions[bot] commented on pull request #100: Ballista donation announcement
Posted by GitBox <gi...@apache.org>.
github-actions[bot] commented on pull request #100:
URL: https://github.com/apache/arrow-site/pull/100#issuecomment-817342728
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Thanks for opening a pull request!
Could you open an issue for this pull request on JIRA?
https://issues.apache.org/jira/browse/ARROW
Then could you also rename pull request title in the following format?
ARROW-${JIRA_ID}: [${COMPONENT}] ${SUMMARY}
See also:
* [Other pull requests](https://github.com/apache/arrow-site/pulls/)
* [Contribution Guidelines - How to contribute patches](https://arrow.apache.org/docs/developers/contributing.html#how-to-contribute-patches)
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[GitHub] [arrow-site] andygrove commented on pull request #100: ARROW-12260: [Website] Ballista donation announcement
Posted by GitBox <gi...@apache.org>.
andygrove commented on pull request #100:
URL: https://github.com/apache/arrow-site/pull/100#issuecomment-817391106
I'm considering removing the benchmarks altogether at this point because the contributed code has a large performance regression compared to the 0.4.1 release (3x slower). The announcement will be a little light without this but I will see what I can do.
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[GitHub] [arrow-site] github-actions[bot] commented on pull request #100: ARROW-12260: [Website] Ballista donation announcement
Posted by GitBox <gi...@apache.org>.
github-actions[bot] commented on pull request #100:
URL: https://github.com/apache/arrow-site/pull/100#issuecomment-817344959
https://issues.apache.org/jira/browse/ARROW-12260
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[GitHub] [arrow-site] andygrove commented on pull request #100: Ballista donation announcement
Posted by GitBox <gi...@apache.org>.
andygrove commented on pull request #100:
URL: https://github.com/apache/arrow-site/pull/100#issuecomment-817344713
@alamb @jorgecarleitao @wesm fyi - here is a first pass at an announcement for the Ballista donation
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