Jupyter pyspark : no module named pyspark

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no module named pyspark dbutils

Google is literally littered with solutions to this problem, but unfortunately even after trying out all the possibilities, am unable to get it working, so please bear with me and see if something strikes you.

OS: MAC

Spark : 1.6.3 (2.10)

Jupyter Notebook : 4.4.0

Python : 2.7

Scala : 2.12.1

I was able to successfully install and run Jupyter notebook. Next, i tried configuring it to work with Spark, for which i installed spark interpreter using Apache Toree. Now when i try running any RDD operation in notebook, following error is thrown

Error from python worker:
  /usr/bin/python: No module named pyspark
PYTHONPATH was:
  /private/tmp/hadoop-xxxx/nm-local-dir/usercache/xxxx/filecache/33/spark-assembly-1.6.3-hadoop2.2.0.jar

Things already tried: 1. Set PYTHONPATH in .bash_profile 2. Am able to import 'pyspark' in python-cli on local 3. Have tried updating interpreter kernel.json to following

{
  "language": "python",
  "display_name": "Apache Toree - PySpark",
  "env": {
    "__TOREE_SPARK_OPTS__": "",
    "SPARK_HOME": "/Users/xxxx/Desktop/utils/spark",
    "__TOREE_OPTS__": "",
    "DEFAULT_INTERPRETER": "PySpark",
    "PYTHONPATH": "/Users/xxxx/Desktop/utils/spark/python:/Users/xxxx/Desktop/utils/spark/python/lib/py4j-0.9-src.zip:/Users/xxxx/Desktop/utils/spark/python/lib/pyspark.zip:/Users/xxxx/Desktop/utils/spark/bin",
  "PYSPARK_SUBMIT_ARGS": "--master local --conf spark.serializer=org.apache.spark.serializer.KryoSerializer",
    "PYTHON_EXEC": "python"
  },
  "argv": [
    "/usr/local/share/jupyter/kernels/apache_toree_pyspark/bin/run.sh",
    "--profile",
    "{connection_file}"
  ]
}
  1. Have even updated interpreter run.sh to explicitly load py4j-0.9-src.zip and pyspark.zip files. When the opening the PySpark notebook, and creating of SparkContext, I can see the spark-assembly, py4j and pyspark packages being uploaded from local, but still when an action is invoked, somehow pyspark is not found.

Use findspark lib to bypass all environment setting up process. Here is the link for more information. https://github.com/minrk/findspark

Use it as below.

import findspark
findspark.init('/path_to_spark/spark-x.x.x-bin-hadoopx.x')
from pyspark.sql import SparkSession

No module name pyspark error, recent call last) <ipython-input-1-c6e1bed850ab> in <module>() ----> 1 from pyspark You don't have pyspark installed in a place available to the python line 1, in <module> ImportError: No module named 'pyspark'. If you see the No module name 'pyspark' ImportError you need to install that library. Jupyter pyspark : no module named pyspark. Ask Question Asked 2 years, 10 months ago. Active 10 months ago. Viewed 12k times 4. 2. Google is literally littered with

Just you need to add:

import os

os.environ['PYSPARK_SUBMIT_ARGS'] = 'pyspark-shell'

After that, you can work with Pyspark normally.

No module named pyspark · Issue #787 · jupyterhub/jupyterhub , /usr/local/bin/python2.7: No module named pyspark Please feel free to open a new issue at the jupyter/help repo or reopen this issue. Thanks  Solved: While trying to run the sample code provided in the Jupyter Python Spark Notebook, I get an error "no module named pyspark.sql" :

I tried the following command in Windows to link pyspark on jupyter.

On *nix, use export instead of set

Type below code in CMD/Command Prompt

set PYSPARK_DRIVER_PYTHON=ipython
set PYSPARK_DRIVER_PYTHON_OPTS=notebook
pyspark

Run Pyspark within Jupyter notebool?, “Start Jupyter using following commands: export SPARK_HOME=”/usr/spark2.0.1​/" “ModuleNotFoundError: No module named 'pyspark'”. No module named pyspark #787. Closed hani1814 opened this issue Sep 28, Please feel free to open a new issue at the jupyter/help repo or reopen this issue. Thanks!

Solved: No module named pyspark.sql in Jupyter, Solved: While trying to run the sample code provided in the Jupyter Python Spark Notebook, I get an error "no module named pyspark.sql" : @arnaudbouffard Thanks, it looks like I should load that in all pyspark sessions. Ideally all scripts run in straight Python, however currently the intention is for all work to occur in the new Jupyter notebooks for each chapter, for example ch02/Agile_Tools.ipynb.

  1. Create a virtualenv and install pyspark
  2. Then setup kernal

     python -m ipykernel install --user --name your_venv_name --display-name "display_name_in_kernal_list"
    
  3. start notebook

  4. Change kernel using dropdown

        Kernel >> Change Kernel >> list of kernels
    

How to setup Apache Spark(PySpark) on Jupyter/IPython Notebook?, The findspark Python module, which can be installed by running python -m pip install findspark either in Windows command prompt or Git bash if  Teams. Q&A for Work. Stack Overflow for Teams is a private, secure spot for you and your coworkers to find and share information.

How to Install and Run PySpark in Jupyter Notebook on Windows , ModuleNotFoundError: No module named 'pyspark'. Here is my environments in the .bashrc: export JAVA_HOME=/usr/lib/jvm/java-8-oracle  When I write PySpark code, I use Jupyter notebook to test my code before submitting a job on the cluster. In this post, I will show you how to install and run PySpark locally in Jupyter Notebook on Windows. I’ve tested this guide on a dozen Windows 7 and 10 PCs in different languages.

Anaconda3 is installed, jupyter notebook errors out No module , Your first Python program on Spark. Let's check if PySpark is properly installed without using Jupyter Notebook first. You may need to restart your  Dismiss Join GitHub today. GitHub is home to over 40 million developers working together to host and review code, manage projects, and build software together.

Get Started with PySpark and Jupyter Notebook in 3 Minutes, Hi, I am able to access ipython notebook but when I am trying to import pyspark, it says no module named pyspark. What changes do I have to  pyspark.sql.SparkSession Main entry point for DataFrame and SQL functionality. pyspark.sql.DataFrame A distributed collection of data grouped into named columns. pyspark.sql.Column A column expression in a DataFrame. pyspark.sql.Row A row of data in a DataFrame. pyspark.sql.GroupedData Aggregation methods, returned by DataFrame.groupBy().

Comments
  • This isn't using Jupyter, only ipython
  • When you execute this commands, it will open jupyter notebook in browser. As far as my understanding jupyter notebook is using ipython in background. If I am wrong then please correct me because i have already used this command
  • In my experience, (at least the first and third line here) will stay in the terminal and give you an ipython prompt for Pyspark
  • Yes you are right, actually second line where i have mentioned notebook that leads to jupyter notebook on browser.
  • Got it... Anyways, the Apache Toree install sets this up as well
  • Setting PYSPARK_DRIVER_PYTHON to ipython or jupyter is a really bad practice, which can create serious problems downstream (e.g. when trying spark-submit).