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### What changes were proposed in this pull request? This PR proposes to restructure User Guide in PySpark documentation for pandas APIs on Spark. **Before** ![Screen Shot 2021-06-08 at 8 47 41 PM](https://user-images.githubusercontent.com/6477701/121179493-cb85e280-c89a-11eb-8b93-552ebe7cd0a8.png) **After** ![Screen Shot 2021-06-08 at 8 46 58 PM](https://user-images.githubusercontent.com/6477701/121179419-b3ae5e80-c89a-11eb-82a0-6dabbf1de12d.png) Note that I mostly just moved the contents around except minor changes: - Removing some questions in FAQ that don't make sense in Apache Spark - Rename a subtitle "Working with pandas and PySpark" to "From/to pandas and PySpark DataFrames" For renaming Koalas to either pandas-on-Spark or pandas APIs on Spark, it will be done at SPARK-35591 ### Why are the changes needed? For better readability. ### Does this PR introduce _any_ user-facing change? Yes, it restructures the documentation as shown above. ### How was this patch tested? I manually built the docs and tested. Closes #32820 from HyukjinKwon/SPARK-35647. Authored-by: Hyukjin Kwon <gurwls223@apache.org> Signed-off-by: Hyukjin Kwon <gurwls223@apache.org>
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.. Licensed to the Apache Software Foundation (ASF) under one
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or more contributor license agreements. See the NOTICE file
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distributed with this work for additional information
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regarding copyright ownership. The ASF licenses this file
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to you under the Apache License, Version 2.0 (the
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"License"); you may not use this file except in compliance
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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,
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software distributed under the License is distributed on an
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"AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
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KIND, either express or implied. See the License for the
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specific language governing permissions and limitations
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under the License.
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==========
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User Guide
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==========
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There are basic guides shared with other languages in Programming Guides
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at `the Spark documentation <https://spark.apache.org/docs/latest/index.html#where-to-go-from-here>`_ as below:
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- `RDD Programming Guide <https://spark.apache.org/docs/latest/rdd-programming-guide.html>`_
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- `Spark SQL, DataFrames and Datasets Guide <https://spark.apache.org/docs/latest/sql-programming-guide.html>`_
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- `Structured Streaming Programming Guide <https://spark.apache.org/docs/latest/structured-streaming-programming-guide.html>`_
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- `Spark Streaming Programming Guide <https://spark.apache.org/docs/latest/streaming-programming-guide.html>`_
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- `Machine Learning Library (MLlib) Guide <https://spark.apache.org/docs/latest/ml-guide.html>`_
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PySpark specific user guide is as follows:
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.. toctree::
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:maxdepth: 2
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python_packaging
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sql/index
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pandas_on_spark/index
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