I just uploaded a .zip file to AWS Lambda with all needed packages. I ran all right in my Mac using virtual environment with python 3.8. The AWS Lambda function also has python 3.8. But when I run in AWS Lambda I get this error:
No module named 'numpy.core._multiarray_umath'
I have changed the actual numpy version (1.20.2) to other versions like 1.19.1 and 1.18.5 but the problem can't be fixed.
I am also using spacy 3.0.6 and fastapi 0.63.0.
When I encountered same issue, this steps worked for me:
1- Download required packages(you may need different versions):
- pandas-1.4.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
- python_dateutil-2.8.2-py2.py3-none-any.whl
- pytz-2022.1-py2.py3-none-any.whl
- numpy-1.21.5-cp38-cp38-manylinux_2_12_x86_64.manylinux2010_x86_64.whl
- If you need others ...
2- Create a project folder and unzip whl files to the folder.
3- Remove *dist-info folders.
4- Add your source code to folder(lambda_function.py)
5- Zip the folder and upload to Lambda as a source code zip file.
Also you can look these links may help you:
https://korniichuk.medium.com/lambda-with-pandas-fd81aa2ff25e https://github.com/numpy/numpy/issues/13465#issuecomment-545378314