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Posted to reviews@spark.apache.org by GitBox <gi...@apache.org> on 2020/07/31 13:04:59 UTC
[GitHub] [spark] HyukjinKwon opened a new pull request #29320: [WIP][SPARK-32507][DOCS][PYTHON] Add main package for PySpark documentation
HyukjinKwon opened a new pull request #29320:
URL: https://github.com/apache/spark/pull/29320
### What changes were proposed in this pull request?
This PR proposes to write the main page of PySpark documentation.
### Why are the changes needed?
For better usability and readability in PySpark documentation.
### Does this PR introduce _any_ user-facing change?
Yes, it creates a new main page as below:
### How was this patch tested?
Manually built the PySpark documentation.
```bash
cd python
make clean html
```
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[GitHub] [spark] BryanCutler commented on pull request #29320: [SPARK-32507][DOCS][PYTHON] Add main page for PySpark documentation
Posted by GitBox <gi...@apache.org>.
BryanCutler commented on pull request #29320:
URL: https://github.com/apache/spark/pull/29320#issuecomment-669310451
Looks great, I think it will be very helpful for PySpark to have it's own main page. Thanks @HyukjinKwon !
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Posted by GitBox <gi...@apache.org>.
SparkQA commented on pull request #29320:
URL: https://github.com/apache/spark/pull/29320#issuecomment-668484431
**[Test build #127046 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/127046/testReport)** for PR 29320 at commit [`dae09ec`](https://github.com/apache/spark/commit/dae09ec82ec11af4f8109576a2adf88bc71aca41).
* This patch passes all tests.
* This patch merges cleanly.
* This patch adds no public classes.
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[GitHub] [spark] HyukjinKwon commented on pull request #29320: [WIP][SPARK-32507][DOCS][PYTHON] Add main page for PySpark documentation
Posted by GitBox <gi...@apache.org>.
HyukjinKwon commented on pull request #29320:
URL: https://github.com/apache/spark/pull/29320#issuecomment-667772011
> What's docs/img/pyspark-components.pptx for?
It is for the image I used in the main page in case some people want to edit. There are other pptx files in `docs/img` as well for that purpose.
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**[Test build #126951 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/126951/testReport)** for PR 29320 at commit [`6d5f6ef`](https://github.com/apache/spark/commit/6d5f6ef069cb8e0fbb65616ca98f919cdd367fda).
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[GitHub] [spark] viirya commented on a change in pull request #29320: [WIP][SPARK-32507][DOCS][PYTHON] Add main page for PySpark documentation
Posted by GitBox <gi...@apache.org>.
viirya commented on a change in pull request #29320:
URL: https://github.com/apache/spark/pull/29320#discussion_r464194094
##########
File path: python/docs/source/index.rst
##########
@@ -21,8 +21,42 @@
PySpark Documentation
=====================
+PySpark is an interface for Apache Spark in Python. It not only allows you to write
+Spark applications using Python APIs, but also provides the PySpark shell for
+interactively analyzing your data in a distributed environment. PySpark supports most
+of Spark's features such as Spark SQL, DataFrmae, Streaming, MLlib
Review comment:
DataFrmae -> DataFrame
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[GitHub] [spark] HyukjinKwon commented on pull request #29320: [SPARK-32507][DOCS][PYTHON] Add main page for PySpark documentation
Posted by GitBox <gi...@apache.org>.
HyukjinKwon commented on pull request #29320:
URL: https://github.com/apache/spark/pull/29320#issuecomment-668934219
Thank you @viirya for approaching this. I am merging this to master.
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[GitHub] [spark] srowen commented on a change in pull request #29320: [WIP][SPARK-32507][DOCS][PYTHON] Add main page for PySpark documentation
Posted by GitBox <gi...@apache.org>.
srowen commented on a change in pull request #29320:
URL: https://github.com/apache/spark/pull/29320#discussion_r464008257
##########
File path: python/docs/source/index.rst
##########
@@ -21,8 +21,42 @@
PySpark Documentation
=====================
+PySpark is an interface for Apache Spark in Python language. It not only offers for you
Review comment:
in the Python language, or just "in Python"
##########
File path: python/docs/source/index.rst
##########
@@ -21,8 +21,42 @@
PySpark Documentation
=====================
+PySpark is an interface for Apache Spark in Python language. It not only offers for you
+to write an application in the Python APIs but also provides PySpark shell so you can
+interactively analyze your data in a distributed environment. PySpark supports most
+of Spark features such as Spark SQL, DataFrmae, Streaming, MLlib
+(Machine Learning) and Spark Core.
+
+.. image:: ../../../docs/img/pyspark-components.png
+ :alt: PySpark Compoenents
+
+**Spark SQL and DataFrame**
+
+Spark SQL is a Spark module for structured data processing. It provides
+a programming abstraction called DataFrame and can also act as distributed
+SQL query engine.
+
+**Streaming**
+
+Running on top of Spark, the streaming feature in Apache Spark enables powerful
+interactive and analytical applications across both streaming and historical data,
+while inheriting Spark’s ease of use and fault tolerance characteristics.
+
+**MLlib**
+
+Built on top of Spark, MLlib is a scalable machine learning library that provides
+a uniform set of high-level APIs that help users create and tune practical machine
+learning pipelines.
+
+**Spark Core**
+
+Spark Core is the underlying general execution engine for the Spark platform that all
+other functionality is built on top of. It provides an RDD (Resilient Disributed Data)
Review comment:
Data -> Dataset
##########
File path: python/docs/source/index.rst
##########
@@ -21,8 +21,42 @@
PySpark Documentation
=====================
+PySpark is an interface for Apache Spark in Python language. It not only offers for you
+to write an application in the Python APIs but also provides PySpark shell so you can
+interactively analyze your data in a distributed environment. PySpark supports most
+of Spark features such as Spark SQL, DataFrmae, Streaming, MLlib
Review comment:
most of Spark's features
##########
File path: python/docs/source/index.rst
##########
@@ -21,8 +21,42 @@
PySpark Documentation
=====================
+PySpark is an interface for Apache Spark in Python language. It not only offers for you
+to write an application in the Python APIs but also provides PySpark shell so you can
Review comment:
Maybe "It not only allows you to write Spark applications using Python APIs, but also provides the PySpark shell for interactively analyzing ..."
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* This patch merges cleanly.
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[GitHub] [spark] viirya commented on a change in pull request #29320: [WIP][SPARK-32507][DOCS][PYTHON] Add main page for PySpark documentation
Posted by GitBox <gi...@apache.org>.
viirya commented on a change in pull request #29320:
URL: https://github.com/apache/spark/pull/29320#discussion_r464195184
##########
File path: python/docs/source/index.rst
##########
@@ -21,8 +21,42 @@
PySpark Documentation
=====================
+PySpark is an interface for Apache Spark in Python. It not only allows you to write
+Spark applications using Python APIs, but also provides the PySpark shell for
+interactively analyzing your data in a distributed environment. PySpark supports most
+of Spark's features such as Spark SQL, DataFrmae, Streaming, MLlib
+(Machine Learning) and Spark Core.
+
+.. image:: ../../../docs/img/pyspark-components.png
+ :alt: PySpark Compoenents
+
+**Spark SQL and DataFrame**
+
+Spark SQL is a Spark module for structured data processing. It provides
+a programming abstraction called DataFrame and can also act as distributed
+SQL query engine.
+
+**Streaming**
+
+Running on top of Spark, the streaming feature in Apache Spark enables powerful
+interactive and analytical applications across both streaming and historical data,
+while inheriting Spark’s ease of use and fault tolerance characteristics.
+
+**MLlib**
+
+Built on top of Spark, MLlib is a scalable machine learning library that provides
+a uniform set of high-level APIs that help users create and tune practical machine
+learning pipelines.
+
+**Spark Core**
+
+Spark Core is the underlying general execution engine for the Spark platform that all
+other functionality is built on top of. It provides an RDD (Resilient Disributed Dataset)
Review comment:
Disributed -> Distributed
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**[Test build #126951 has started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/126951/testReport)** for PR 29320 at commit [`6d5f6ef`](https://github.com/apache/spark/commit/6d5f6ef069cb8e0fbb65616ca98f919cdd367fda).
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[GitHub] [spark] AmplabJenkins removed a comment on pull request #29320: [WIP][SPARK-32507][DOCS][PYTHON] Add main package for PySpark documentation
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AmplabJenkins removed a comment on pull request #29320:
URL: https://github.com/apache/spark/pull/29320#issuecomment-667112295
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