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docs: Move existing documentation into new Contributor Guide and add Getting Started section #334
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<!--- | ||
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 | ||
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http://www.apache.org/licenses/LICENSE-2.0 | ||
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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. | ||
--> | ||
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# Contributing to Apache DataFusion Comet | ||
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We welcome contributions to Comet in many areas, and encourage new contributors to get involved. | ||
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Here are some areas where you can help: | ||
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- Testing Comet with existing Spark jobs and reporting issues for any bugs or performance issues | ||
- Contributing code to support Spark expressions, operators, and data types that are not currently supported | ||
- Reviewing pull requests and helping to test new features for correctness and performance | ||
- Improving documentation | ||
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## Finding issues to work on | ||
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We maintain a list of good first issues in GitHub [here](https://github.com/apache/datafusion-comet/issues?q=is%3Aopen+is%3Aissue+label%3A%22good+first+issue%22). | ||
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The list of currently supported Spark expressions can be found at | ||
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## Reporting issues | ||
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We use [GitHub issues](https://github.com/apache/datafusion-comet/issues) for bug reports and feature requests. | ||
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## Asking for Help | ||
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The Comet project uses the same Slack and Discord channels as the main Apache DataFusion project. See details at | ||
[Apache DataFusion Communications]. There are dedicated Comet channels in both Slack and Discord. | ||
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## Regular public meetings | ||
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The Comet contributors hold regular video calls where new and current contributors are welcome to ask questions and | ||
coordinate on issues that they are working on. | ||
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See the [Apache DataFusion Comet community meeting] Google document for more information. | ||
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[Apache DataFusion Communications]: https://datafusion.apache.org/contributor-guide/communication.html | ||
[Apache DataFusion Comet community meeting]: https://docs.google.com/document/d/1NBpkIAuU7O9h8Br5CbFksDhX-L9TyO9wmGLPMe0Plc8/edit?usp=sharing |
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# Comet Debugging Guide | ||
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This HOWTO describes how to debug JVM code and Native code concurrently. The guide assumes you have: | ||
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1. Intellij as the Java IDE | ||
2. CLion as the Native IDE. For Rust code, the CLion Rust language plugin is required. Note that the | ||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. I feel that we can move to RustRover instead of CLion. It is specified for Rust development. We can update this later. |
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Intellij Rust plugin is not sufficient. | ||
Intellij Rust plugin is not sufficient. | ||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. Formatting changes are from running |
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3. CLion/LLDB as the native debugger. CLion ships with a bundled LLDB and the Rust community has | ||
its own packaging of LLDB (`lldb-rust`). Both provide a better display of Rust symbols than plain | ||
LLDB or the LLDB that is bundled with XCode. We will use the LLDB packaged with CLion for this guide. | ||
its own packaging of LLDB (`lldb-rust`). Both provide a better display of Rust symbols than plain | ||
LLDB or the LLDB that is bundled with XCode. We will use the LLDB packaged with CLion for this guide. | ||
4. We will use a Comet _unit_ test as the canonical use case. | ||
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_Caveat: The steps here have only been tested with JDK 11_ on Mac (M1) | ||
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1. Add a Debug Configuration for the unit test | ||
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1. In the Debug Configuration for that unit test add `-Xint` as a JVM parameter. This option is | ||
undocumented *magic*. Without this, the LLDB debugger hits a EXC_BAD_ACCESS (or EXC_BAD_INSTRUCTION) from | ||
which one cannot recover. | ||
undocumented _magic_. Without this, the LLDB debugger hits a EXC_BAD_ACCESS (or EXC_BAD_INSTRUCTION) from | ||
which one cannot recover. | ||
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1. Add a println to the unit test to print the PID of the JVM process. (jps can also be used but this is less error prone if you have multiple jvm processes running) | ||
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```JDK8 | ||
println("Waiting for Debugger: PID - ", ManagementFactory.getRuntimeMXBean().getName()) | ||
``` | ||
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This will print something like : `PID@your_machine_name`. | ||
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1. Add a println to the unit test to print the PID of the JVM process. (jps can also be used but this is less error prone if you have multiple jvm processes running) | ||
``` JDK8 | ||
println("Waiting for Debugger: PID - ", ManagementFactory.getRuntimeMXBean().getName()) | ||
``` | ||
This will print something like : `PID@your_machine_name`. | ||
For JDK9 and newer | ||
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For JDK9 and newer | ||
```JDK9 | ||
println("Waiting for Debugger: PID - ", ProcessHandle.current.pid) | ||
``` | ||
```JDK9 | ||
println("Waiting for Debugger: PID - ", ProcessHandle.current.pid) | ||
``` | ||
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==> Note the PID | ||
==> Note the PID | ||
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1. Debug-run the test in Intellij and wait for the breakpoint to be hit | ||
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https://stackoverflow.com/questions/5393403/can-a-java-application-detect-that-a-debugger-is-attached#:~:text=No.,to%20let%20your%20app%20continue.&text=I%20know%20that%20those%20are,meant%20with%20my%20first%20phrase). | ||
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# Verbose debug | ||
By default, Comet outputs the exception details specific for Comet. | ||
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By default, Comet outputs the exception details specific for Comet. | ||
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```scala | ||
scala> spark.sql("my_failing_query").show(false) | ||
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``` | ||
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There is a verbose exception option by leveraging DataFusion [backtraces](https://arrow.apache.org/datafusion/user-guide/example-usage.html#enable-backtraces) | ||
This option allows to append native DataFusion stacktrace to the original error message. | ||
This option allows to append native DataFusion stacktrace to the original error message. | ||
To enable this option with Comet it is needed to include `backtrace` feature in [Cargo.toml](https://github.com/apache/arrow-datafusion-comet/blob/main/core/Cargo.toml) for DataFusion dependencies | ||
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``` | ||
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``` | ||
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Get the expanded exception details | ||
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```scala | ||
scala> spark.sql("my_failing_query").show(false) | ||
24/03/05 17:00:49 ERROR Executor: Exception in task 0.0 in stage 0.0 (TID 0) | ||
org.apache.comet.CometNativeException: Internal error: MIN/MAX is not expected to receive scalars of incompatible types (Date32("NULL"), Int32(15901)) | ||
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backtrace: | ||
backtrace: | ||
0: std::backtrace::Backtrace::create | ||
1: datafusion_physical_expr::aggregate::min_max::min | ||
2: <datafusion_physical_expr::aggregate::min_max::MinAccumulator as datafusion_expr::accumulator::Accumulator>::update_batch | ||
2: <datafusion_physical_expr::aggregate::min_max::MinAccumulator as datafusion_expr::accumulator::Accumulator>::update_batch | ||
3: <futures_util::stream::stream::fuse::Fuse<S> as futures_core::stream::Stream>::poll_next | ||
4: comet::execution::jni_api::Java_org_apache_comet_Native_executePlan::{{closure}} | ||
5: _Java_org_apache_comet_Native_executePlan | ||
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(reduced) | ||
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``` | ||
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Note: | ||
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- The backtrace coverage in DataFusion is still improving. So there is a chance the error still not covered, if so feel free to file a [ticket](https://github.com/apache/arrow-datafusion/issues) | ||
- The backtrace evaluation comes with performance cost and intended mostly for debugging purposes |
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Is this sentence not finished?
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Thanks. I have removed this.