lambda-packs | Precompiled packages for AWS Lambda | Cloud Functions library
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QUESTION
START RequestId: 3d5691d9-ad79-4eed-a26c-5bc3f1a23a99 Version: $LATEST Unable to import module 'lambda_function': No module named 'pandas'
END RequestId: 3d5691d9-ad79-4eed-a26c-5bc3f1a23a99
I'm using Windows 7 64-bit as the host OS.
What I want to doI simply want to use pandas in AWS-Lambda environment. Just like I use it in windows environment, I am looking for a simple solution for Lambda.
What I have tried so far- Installed Xubuntu on a virtual box.
- Create a virtual environment called
myvenv
in Xubuntu on virtual-box. - Then I installed pandas3.6 in
myvenv
. - Thereafter, I copied the folder contents in
myvenv
at location'/usr/local/lib/python3.6/site-packages/'
to my host OS. - In the host OS (windows 7), I created a folder called
packs
, pasted the contents ofmyvenv
. - created a
lambda_function.py
script inpacks
in host OS (windows 7) - I then zipped the folder
packs
using 7zip software and upload it aszip
inLambda
- In Lambda, the lambda function handler name is,
lambda_handler()
. The code snippet looks like,
import pandas as pd
...
ANSWER
Answered 2019-Sep-08 at 14:54I was able to import the pandas library successfully using a Lambda layer and an Amazon linux
Cloud 9 instance. There are the commands I executed in the Cloud 9 instance and the Lambda function's output. I had to change the code slightly since it was failing with an import error and string value error.
Alternatively, these commands can also be executed in an EC2 instance. If it's not possible to use the SAM CLI(which uses docker) or just plain docker on windows we'll need to use an Amazon Linux
instance to build everything since that's what AWS Lambda uses currently. I don't believe using an ubuntu instance will work here.
Commands:
QUESTION
I'm using Python 2.7 (for various reasons) on AWS Lambda, and I need to use the PIL/Pillow library for image processing. I'm using a ZIP file to get code into my Lambda function.
One of the items in this zip is a folder with the PIL library in it. I've tried several different methods of getting the library in there, including using pip install pillow -t .
, and using pre-compiled PIL libraries from here and here.
Using the first pre-compiled source, I get the error:
no module named PIL
If I rename the subdirectory from PIL to pillow, I get the same error but with pillow.
Using the second pre-compiled source and the pip method, I get the error:
Could not import the Python Imaging Library (PIL) required to load image files
Here's my import statement and the line that the error is occurring on:
...ANSWER
Answered 2018-May-07 at 04:16I solved this by using a Docker solution, as outlined in this post.
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Install lambda-packs
You can use lambda-packs like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.
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