diff --git a/binder/postBuild b/binder/postBuild index 42bb3514c5..83c91af757 100644 --- a/binder/postBuild +++ b/binder/postBuild @@ -21,4 +21,4 @@ # Jupyter notebook. VERSION=$(python -c "exec(open('python/pyspark/version.py').read()); print(__version__)") -pip install "pyspark[sql,ml,mllib]<=$VERSION" +pip install plotly "pyspark[sql,ml,mllib,pandas_on_spark]<=$VERSION" diff --git a/python/docs/source/conf.py b/python/docs/source/conf.py index 10b708c14f..5cf164d36a 100644 --- a/python/docs/source/conf.py +++ b/python/docs/source/conf.py @@ -75,7 +75,11 @@ numpydoc_show_class_members = False # These are defined here to allow link substitutions dynamically. rst_epilog = """ .. |binder| replace:: Live Notebook -.. _binder: https://mybinder.org/v2/gh/apache/spark/{0}?filepath=python%2Fdocs%2Fsource%2Fgetting_started%2Fquickstart.ipynb +.. _binder: https://mybinder.org/v2/gh/apache/spark/{0}?filepath=python%2Fdocs%2Fsource%2Fgetting_started%2Fquickstart_df.ipynb +.. |binder_df| replace:: Live Notebook: DataFrame +.. _binder_df: https://mybinder.org/v2/gh/apache/spark/{0}?filepath=python%2Fdocs%2Fsource%2Fgetting_started%2Fquickstart_df.ipynb +.. |binder_ps| replace:: Live Notebook: pandas API on Spark +.. _binder_ps: https://mybinder.org/v2/gh/apache/spark/{0}?filepath=python%2Fdocs%2Fsource%2Fgetting_started%2Fquickstart_ps.ipynb .. |examples| replace:: Examples .. _examples: https://github.com/apache/spark/tree/{0}/examples/src/main/python .. |downloading| replace:: Downloading diff --git a/python/docs/source/getting_started/index.rst b/python/docs/source/getting_started/index.rst index 595d6822ee..a216e3bbe3 100644 --- a/python/docs/source/getting_started/index.rst +++ b/python/docs/source/getting_started/index.rst @@ -25,12 +25,16 @@ There are more guides shared with other languages such as `Quick Start `_ in Programming Guides at `the Spark documentation `_. -.. TODO(SPARK-35588): Merge PySpark quickstart and 10 minutes to pandas API on Spark. +There are live notebooks where you can try PySpark out without any other step: + +* |binder_df|_ +* |binder_ps|_ + +The list below is the contents of this quickstart page: .. toctree:: :maxdepth: 2 install - quickstart - ps_10mins - + quickstart_df + quickstart_ps diff --git a/python/docs/source/getting_started/install.rst b/python/docs/source/getting_started/install.rst index df5431082b..077a833575 100644 --- a/python/docs/source/getting_started/install.rst +++ b/python/docs/source/getting_started/install.rst @@ -49,7 +49,7 @@ If you want to install extra dependencies for a specific component, you can inst # Spark SQL pip install pyspark[sql] # pandas API on Spark - pip install pyspark[pandas_on_spark] + pip install pyspark[pandas_on_spark] plotly # to plot your data, you can install plotly together. For PySpark with/without a specific Hadoop version, you can install it by using ``PYSPARK_HADOOP_VERSION`` environment variables as below: diff --git a/python/docs/source/getting_started/ps_10mins.ipynb b/python/docs/source/getting_started/ps_10mins.ipynb deleted file mode 100644 index d56a662fe3..0000000000 --- a/python/docs/source/getting_started/ps_10mins.ipynb +++ /dev/null @@ -1,14471 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# 10 minutes to pandas API on Spark\n", - "\n", - "This is a short introduction to pandas API on Spark, geared mainly for new users. This notebook shows you some key differences between pandas and pandas API on Spark. You can run this examples by yourself on a live notebook [here](https://mybinder.org/v2/gh/pyspark.pandas/master?filepath=docs%2Fsource%2Fgetting_started%2F10min.ipynb). For Databricks Runtime, you can import and run [the current .ipynb file](https://raw.githubusercontent.com/databricks/koalas/master/docs/source/getting_started/10min.ipynb) out of the box. Try it on [Databricks Community Edition](https://community.cloud.databricks.com/) for free.\n", - "\n", - "Customarily, we import pandas API on Spark as follows:" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "import pandas as pd\n", - "import numpy as np\n", - "import pyspark.pandas as ks\n", - "from pyspark.sql import SparkSession" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Object Creation\n", - "\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Creating a pandas-on-Spark Series by passing a list of values, letting pandas API on Spark create a default integer index:" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "s = ks.Series([1, 3, 5, np.nan, 6, 8])" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "0 1.0\n", - "1 3.0\n", - "2 5.0\n", - "3 NaN\n", - "4 6.0\n", - "5 8.0\n", - "dtype: float64" - ] - }, - "execution_count": 3, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "s" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Creating a pandas-on-Spark DataFrame by passing a dict of objects that can be converted to series-like." - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [], - "source": [ - "kdf = ks.DataFrame(\n", - " {'a': [1, 2, 3, 4, 5, 6],\n", - " 'b': [100, 200, 300, 400, 500, 600],\n", - " 'c': [\"one\", \"two\", \"three\", \"four\", \"five\", \"six\"]},\n", - " index=[10, 20, 30, 40, 50, 60])" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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" - ], - "text/plain": [ - " A B C D\n", - "0 -0.621429 1.515041 -1.735483 -1.235009\n", - "1 0.844961 -0.999771 0.108356 0.109456\n", - "2 1.343862 -1.257980 0.099766 -0.137677\n", - "3 3.001767 -0.208167 -1.059449 0.312599\n", - "4 -0.035864 0.312126 0.252281 0.627551\n", - "5 -1.200404 0.276134 -0.344308 -0.367934" - ] - }, - "execution_count": 17, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "kdf" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Having specific [dtypes](http://pandas.pydata.org/pandas-docs/stable/basics.html#basics-dtypes) . Types that are common to both Spark and pandas are currently supported." - ] - }, - { - "cell_type": "code", - "execution_count": 18, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "A float64\n", - "B float64\n", - "C float64\n", - "D float64\n", - "dtype: object" - ] - }, - "execution_count": 18, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "kdf.dtypes" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Viewing Data\n", - "\n", - "See the [API Reference](https://koalas.readthedocs.io/en/latest/reference/index.html)." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "See the top rows of the frame. The results may not be the same as pandas though: unlike pandas, the data in a Spark dataframe is not _ordered_, it has no intrinsic notion of index. When asked for the head of a dataframe, Spark will just take the requested number of rows from a partition. Do not rely on it to return specific rows, use `.loc` or `iloc` instead." - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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012345
A-0.6214290.8449611.3438623.001767-0.035864-1.200404
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ABCD
5-1.2004040.276134-0.344308-0.367934
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33.001767-0.208167-1.0594490.312599
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ABCD
21.343862-1.2579800.099766-0.137677
10.844961-0.9997710.1083560.109456
33.001767-0.208167-1.0594490.312599
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ABCDE
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2013-01-020.844961-0.9997710.1083560.1094561.0
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" - ], - "text/plain": [ - " A B C D E\n", - "2013-01-01 -0.621429 1.515041 -1.735483 -1.235009 1.0\n", - "2013-01-02 0.844961 -0.999771 0.108356 0.109456 1.0\n", - "2013-01-03 1.343862 -1.257980 0.099766 -0.137677 NaN\n", - "2013-01-04 3.001767 -0.208167 -1.059449 0.312599 NaN" - ] - }, - "execution_count": 30, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "kdf1" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "To drop any rows that have missing data." - ] - }, - { - "cell_type": "code", - "execution_count": 31, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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ABCDE
2013-01-01-0.6214291.515041-1.735483-1.2350091.0
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ABCDE
2013-01-01-0.6214291.515041-1.735483-1.2350091.0
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ABCD
0fooone0.392094-0.197885
1barone0.3972400.768301
2footwo-1.683135-0.210606
3barthree-1.776986-0.092022
4footwo-0.4993320.463287
5bartwo0.3869211.995358
6fooone-0.5147311.042816
7foothree0.1941861.745033
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CD
A
bar-0.9928252.671637
foo-2.1109182.842644
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" - ], - "text/plain": [ - " C D\n", - "A \n", - "bar -0.992825 2.671637\n", - "foo -2.110918 2.842644" - ] - }, - "execution_count": 40, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "kdf.groupby('A').sum()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Grouping by multiple columns forms a hierarchical index, and again we can apply the sum function." - ] - }, - { - "cell_type": "code", - "execution_count": 41, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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CD
AB
fooone-0.1226370.844931
two-2.1824670.252681
barthree-1.776986-0.092022
foothree0.1941861.745033
bartwo0.3869211.995358
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PySpark DataFrames are lazily evaluated. They are implemented on top of [RDD](https://spark.apache.org/docs/latest/rdd-programming-guide.html#overview)s. When Spark [transforms](https://spark.apache.org/docs/latest/rdd-programming-guide.html#transformations) data, it does not immediately compute the transformation but plans how to compute later. When [actions](https://spark.apache.org/docs/latest/rdd-programming-guide.html#actions) such as `collect()` are explicitly called, the computation starts.\n", - "This notebook shows the basic usages of the DataFrame, geared mainly for new users. You can run the latest version of these examples by yourself on a live notebook [here](https://mybinder.org/v2/gh/apache/spark/master?filepath=python%2Fdocs%2Fsource%2Fgetting_started%2Fquickstart.ipynb).\n", + "This notebook shows the basic usages of the DataFrame, geared mainly for new users. You can run the latest version of these examples by yourself in 'Live Notebook: DataFrame' at [the quickstart page](https://spark.apache.org/docs/latest/api/python/getting_started/index.html).\n", "\n", "There is also other useful information in Apache Spark documentation site, see the latest version of [Spark SQL and DataFrames](https://spark.apache.org/docs/latest/sql-programming-guide.html), [RDD Programming Guide](https://spark.apache.org/docs/latest/rdd-programming-guide.html), [Structured Streaming Programming Guide](https://spark.apache.org/docs/latest/structured-streaming-programming-guide.html), [Spark Streaming Programming Guide](https://spark.apache.org/docs/latest/streaming-programming-guide.html) and [Machine Learning Library (MLlib) Guide](https://spark.apache.org/docs/latest/ml-guide.html).\n", "\n", @@ -1167,7 +1167,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.7.8" + "version": "3.7.10" }, "name": "quickstart", "notebookId": 1927513300154480 diff --git a/python/docs/source/getting_started/quickstart_ps.ipynb b/python/docs/source/getting_started/quickstart_ps.ipynb new file mode 100644 index 0000000000..74d6724ef2 --- /dev/null +++ b/python/docs/source/getting_started/quickstart_ps.ipynb @@ -0,0 +1,14489 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Quickstart: Pandas API on Spark\n", + "\n", + "This is a short introduction to pandas API on Spark, geared mainly for new users. This notebook shows you some key differences between pandas and pandas API on Spark. You can run this examples by yourself in 'Live Notebook: pandas API on Spark' at [the quickstart page](https://spark.apache.org/docs/latest/api/python/getting_started/index.html).\n", + "\n", + "Customarily, we import pandas API on Spark as follows:" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd\n", + "import numpy as np\n", + "import pyspark.pandas as ps\n", + "from pyspark.sql import SparkSession" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Object Creation\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Creating a pandas-on-Spark Series by passing a list of values, letting pandas API on Spark create a default integer index:" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "s = ps.Series([1, 3, 5, np.nan, 6, 8])" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0 1.0\n", + "1 3.0\n", + "2 5.0\n", + "3 NaN\n", + "4 6.0\n", + "5 8.0\n", + "dtype: float64" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "s" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Creating a pandas-on-Spark DataFrame by passing a dict of objects that can be converted to series-like." + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "psdf = ps.DataFrame(\n", + " {'a': [1, 2, 3, 4, 5, 6],\n", + " 'b': [100, 200, 300, 400, 500, 600],\n", + " 'c': [\"one\", \"two\", \"three\", \"four\", \"five\", \"six\"]},\n", + " index=[10, 20, 30, 40, 50, 60])" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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ABCD
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ABCDE
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ABCD
0fooone1.039632-0.571950
1barone0.9720891.085353
2footwo-1.931621-2.579164
3barthree-0.654371-0.340704
4footwo-0.1570800.893736
5bartwo0.8827950.024978
6fooone-0.1493840.201667
7foothree-1.3551360.693883
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CD
A
bar1.2005130.769627
foo-2.553589-1.361828
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" + ], + "text/plain": [ + " C D\n", + "A \n", + "bar 1.200513 0.769627\n", + "foo -2.553589 -1.361828" + ] + }, + "execution_count": 40, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "psdf.groupby('A').sum()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Grouping by multiple columns forms a hierarchical index, and again we can apply the sum function." + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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CD
AB
fooone0.890248-0.370283
two-2.088701-1.685428
barthree-0.654371-0.340704
foothree-1.3551360.693883
bartwo0.8827950.024978
one0.9720891.085353
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" + ], + "text/plain": [ + " C D\n", + "A B \n", + "foo one 0.890248 -0.370283\n", + " two -2.088701 -1.685428\n", + "bar three -0.654371 -0.340704\n", + "foo three -1.355136 0.693883\n", + "bar two 0.882795 0.024978\n", + " one 0.972089 1.085353" + ] + }, + "execution_count": 41, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "psdf.groupby(['A', 'B']).sum()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Plotting" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "metadata": {}, + "outputs": [], + "source": [ + "pser = pd.Series(np.random.randn(1000),\n", + " index=pd.date_range('1/1/2000', periods=1000))" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "metadata": {}, + "outputs": [], + "source": [ + "psser = ps.Series(pser)" + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "metadata": {}, + "outputs": [], + "source": [ + "psser = psser.cummax()" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + " \n", + " " + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/vnd.plotly.v1+json": { + "config": { + "plotlyServerURL": "https://plot.ly" + }, + "data": [ + { + "hovertemplate": "variable=0
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" + ], + "text/plain": [ + " A B C D\n", + "0 -1.187097 -0.134645 0.377094 -0.627217\n", + "1 0.331741 0.166218 0.377094 -0.627217\n", + "2 0.331741 0.439450 0.377094 0.365970\n", + "3 0.621620 0.439450 1.190180 0.365970\n", + "4 0.621620 0.439450 1.190180 0.365970\n", + "5 2.169198 1.069183 1.395642 0.365970\n", + "6 2.755738 1.069183 1.395642 1.045868\n", + "7 2.755738 1.069183 1.395642 1.045868\n", + "8 2.755738 1.069183 1.395642 1.045868\n", + "9 2.755738 1.508732 1.395642 1.556933" + ] + }, + "execution_count": 52, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "psdf.to_spark_io('zoo.orc', format=\"orc\")\n", + "ps.read_spark_io('zoo.orc', format=\"orc\").head(10)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "See the [Input/Output](https://spark.apache.org/docs/latest/api/python/reference/pyspark.pandas/io.html) documentation for more details." + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.10" + } + }, + "nbformat": 4, + "nbformat_minor": 1 +}