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### What changes were proposed in this pull request? This PR proposes to port Koalas documentation to PySpark documentation as its initial step. It ports almost as is except these differences: - Renamed import from `databricks.koalas` to `pyspark.pandas`. - Renamed `to_koalas` -> `to_pandas_on_spark` - Renamed `(Series|DataFrame).koalas` -> `(Series|DataFrame).pandas_on_spark` - Added a `ps_` prefix in the RST file names of Koalas documentation Other then that, - Excluded `python/docs/build/html` in linter - Fixed GA dependency installataion ### Why are the changes needed? To document pandas APIs on Spark. ### Does this PR introduce _any_ user-facing change? Yes, it adds new documentations. ### How was this patch tested? Manually built the docs and checked the output. Closes #32726 from HyukjinKwon/SPARK-35587. 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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API Reference
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=============
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This page lists an overview of all public PySpark modules, classes, functions and methods.
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.. toctree::
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:maxdepth: 2
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pyspark.sql
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pyspark.ss
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pyspark.ml
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pyspark.streaming
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pyspark.mllib
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pyspark
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pyspark.resource
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For pandas APIs on Spark:
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.. toctree::
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:maxdepth: 2
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ps_io
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ps_general_functions
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ps_series
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ps_frame
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ps_indexing
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ps_window
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ps_groupby
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ps_ml
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ps_extensions
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