What I want to achieve
To scrape an website using AWS Lambda and save the data on S3.
The issues I’m having
When I execute Lambda, the following error message appears.
{ "errorMessage": "Unable to import module ‘lambda_function’: cannot
import name ‘DEFAULT_CIPHERS’ from ‘urllib3.util.ssl_’
(/opt/python/urllib3/util/ssl_.py)", "errorType":
"Runtime.ImportModuleError", "requestId":
"fb66bea9-cbad-4bd3-bd4d-6125454e21be", "stackTrace": [] }
Code
The minimum Lambda code is as follows.
import requests
import boto3
def lambda_handler(event, context):
s3 = boto3.client('s3')
upload_res = s3.put_object(Bucket='horserace-dx', Key='/raw/a.html', Body='testtext')
return event
An layer was added to the Lambda. Files were save in python
folder using the commands below , frozen in a zip file, then uploaded to AWS Lambda as a layer.
!pip install requests -t ./python --no-user
!pip install pandas -t ./python --no-user
!pip install beautifulsoup4 -t ./python --no-user
- The bucket
horserace-dx
exists - The folder
raw
exists - The role of the Lambda is properly set. It can read from and write to S3
- The runtime of the Lambda is Python 3.9. The python version of the local computer is 3.9.13.
What I did so far
I google "cannot import name ‘DEFAULT_CIPHERS’ from ‘urllib3.util.ssl_’" and found some suggestions. I made the layer with the following code and tried again in vain.
!pip install requests -t ./python --no-user
!pip install pandas -t ./python --no-user
!pip install beautifulsoup4 -t ./python --no-user
!pip install urllib3==1.26.15 -t ./python --no-user
So what should I do to achieve what I want to achieve? Any suggestions would be greatly appreciated.
2
Answers
Execute the following commands.
pip install requests==2.25.0 -t ./python --no-user pip install beautifulsoup4 -t ./python --no-user pip install pytz -t ./python --no-user
On PyPI, download the following whl files from the pages of numpy and pandas
Unzip the files and move the contents to the
python
folder.Zip the
python
folder and upload it to AWS Lambda Layer.Set the layer to the Lambda.
Then the code runs without errors.
You are encountering this issue because you’re using botocore which does not support urllib3 2.0 yet.
Since you’re deploying to AWS Lambda, you’ll need to explicitly pin to
urllib3<2
in your project to ensure urllib3 2.0 isn’t brought into your environment.(Source)
Follow this guide for how to deploy Python Lambda functions with .zip file archives.
If you cannot get it to work via the .zip file, consider deploying via a container image instead by following this guide.