ImportError: No module named numpy

Question

Befor I post this issue, we have already readed all the same issue's solutions that we can find.

Our cluster is installed with cdh6.2, after install we use HUE to use the cluster. Job is submited via Hue.

When spark code need to import numpy, got error below:

Traceback (most recent call last): File "/var/yarn/nm/usercache/admin/appcache/application_1557739482535_0001/container_1557739482535_0001_01_000001/test.py", line 79, in <module> from pyspark.ml.linalg import Vectors File "/var/yarn/nm/usercache/admin/appcache/application_1557739482535_0001/container_1557739482535_0001_01_000001/python/lib/pyspark.zip/pyspark/ml/__init__.py", line 22, in <module> File "/var/yarn/nm/usercache/admin/appcache/application_1557739482535_0001/container_1557739482535_0001_01_000001/python/lib/pyspark.zip/pyspark/ml/base.py", line 24, in <module> File "/var/yarn/nm/usercache/admin/appcache/application_1557739482535_0001/container_1557739482535_0001_01_000001/python/lib/pyspark.zip/pyspark/ml/param/__init__.py", line 26, in <module> ImportError: No module named numpy

We followed office guied to install anaconda parcel, And setup the Spark Service Advanced Configuration Snippet (Safety Valve) for spark-conf/spark-env.sh

export PYSPARK_PYTHON=/opt/cloudera/parcels/Anaconda/bin/python export PYSPARK_DRIVER_PYTHON=/opt/cloudera/parcels/Anaconda/bin/python

Setup the Spark Client Advanced Configuration Snippet (Safety Valve) for spark-conf/spark-defaults.conf

spark.yarn.appMasterEnv.PYSPARK_PYTHON=/opt/cloudera/parcels/Anaconda/bin/python spark.yarn.appMasterEnv.PYSPARK_DRIVER_PYTHON=/opt/cloudera/parcels/Anaconda/bin/python

Also, setup the YARN (MR2 Included) Service Environment Advanced Configuration Snippet (Safety Valve)

PYSPARK_PYTHON=/opt/cloudera/parcels/Anaconda/bin/python PYSPARK_DRIVER_PYTHON=/opt/cloudera/parcels/Anaconda/bin/python

But non of these can help to solve the import issue.

Thanks for any help.

kernel8liang · Accepted Answer

find solution here https://stackoverflow.com/questions/46857090/adding-pyspark-python-path-in-oozie.

_Umesh · Answer

Please check if numpy is actually installed on all of the nodemanagers, if not, install it using below command (for python2.x) :

pip install numpy

If already installed, let us know the following:

1) Can you execute the same command outside of hue i.e. using Spark2-submit ? Mention the full command here.

2) What spark command you use in Hue?

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