๐ŸŒ
Plain English
python.plainenglish.io โ€บ package-aws-lambda-layers-for-python-44bee8b4da10
Package AWS Lambda Layers for Python ๐Ÿ | by Dmit | Python in Plain English
September 3, 2023 - Lambda Layers are deployed as ZIP archives and can be attached to your function versions or published to the Layer registry, making them easy to manage and update. They also help reduce the size of your deployment package, improve the speed ...
Discussions

OpenAI AWS Lambda Layer (Open Source)
For anyone looking to deploy scalable and cost-efficient micro services using AWS Lambda for your OpenAI project, check out my repo: You can also use Lambda concurrency to implement rate-limiting required by OpenAI! More on community.openai.com
๐ŸŒ community.openai.com
0
5
April 17, 2023
Best way to build a python lambda layer?
I would do it in the AWS lambdaci/lambda docker image. While very similar to the Amazon Linux distros, the Lambda runtimes are somewhat different, and the docker images are the Lambda runtimes. I ran into trouble once building a crypto library as you suggest...wouldn't work when I loaded it into the Lambda layer, but once I did the docker image, no issue at all. https://hub.docker.com/r/lambci/lambda/ More on reddit.com
๐ŸŒ r/aws
3
1
January 4, 2021
How do I import a Python lambda layer? - Stack Overflow
I have a file with this as the contents. def print_hello_world(): print ('Hello World') It's zipped up in a folder with a __init__.py file. I add this as the layer and set the correct runtime... More on stackoverflow.com
๐ŸŒ stackoverflow.com
Open Source Lambda Layers Repository
Naah, I wouldn't have that level of trust in get libraries published outside of PyPi. You can easily change part of the code, and for each call, get the environment variables and send the information in a request. More on reddit.com
๐ŸŒ r/aws
19
9
August 14, 2024
๐ŸŒ
GeeksforGeeks
geeksforgeeks.org โ€บ how-to-install-python-packages-for-aws-lambda-layers
How to Install Python Packages for AWS Lambda Layers? | GeeksforGeeks
July 23, 2025 - AWS Lambda Layer is a zip file archive that contains the required additional code (libraries, dependencies, or custom runtimes) or data to run your AWS Lambda function. AWS Lambda function can then pull this required content in form of lambda layers.
๐ŸŒ
DEV Community
dev.to โ€บ mmascioni โ€บ using-external-python-packages-with-aws-lambda-layers-526o
Using external Python packages with AWS Lambda layers - DEV Community
December 6, 2020 - Lambda layers are .zip files containing libraries (and a custom runtime if you need) your function requires. For Python lambda layers, AWS requires libraries to be placed in either the python or python/lib/python-3.x/site-packages folders.
๐ŸŒ
DEV Community
dev.to โ€บ fadygrab โ€บ how-to-make-an-aws-lambda-custom-layer-for-python-3h6g
How to make an AWS Lambda custom layer for python - DEV Community
March 25, 2023 - AWS recommends the use of Cloud9 to do that as your custom layer must be compatible with Amazon Linux to function correctly on your lambda. But I find WSL satisfactory in MOST cases) For the demo, I'll just be following the example listed in the docs as it's very clear but I'll remove the clutter and share my own experience ๐Ÿ˜‰. 1- I'll make one directory to group everything I need for this task as follows: my-lambda |_ venv-python3.9 |_ python |_ lambda-layer.zip
๐ŸŒ
OpenAI Developer Community
community.openai.com โ€บ api
OpenAI AWS Lambda Layer (Open Source) - API - OpenAI Developer Community
April 17, 2023 - For anyone looking to deploy scalable and cost-efficient micro services using AWS Lambda for your OpenAI project, check out my repo: You can also use Lambda concurrency to implement rate-limiting required by OpenAI!
Find elsewhere
๐ŸŒ
LobeHub
lobehub.com โ€บ home โ€บ skills โ€บ senior iot
Senior IoT | Skills Marketplace
4 weeks ago - Cloud Layer ยท Platform: AWS IoT Core ยท Database: InfluxDB for time-series data ยท Processing: Lambda functions for alerts ยท Dashboard: Grafana for visualization ยท Mobile: React Native app with push notifications ยท Features ยท Real-time monitoring ยท Automated irrigation scheduling ยท
๐ŸŒ
Medium
medium.com โ€บ brlink โ€บ how-to-create-a-python-layer-in-aws-lambda-287235215b79
How to Create a Python Layer in Aws Lambda | by Rafael Campana | BRLink | Medium
December 2, 2021 - If you want a deep discussion about ... this library has other dependencies and could be a good sample. ... Navigate to Lambda > Layers and create a layer....
๐ŸŒ
Reddit
reddit.com โ€บ r/aws โ€บ best way to build a python lambda layer?
r/aws on Reddit: Best way to build a python lambda layer?
January 4, 2021 -

There are lots of different articles online describing ways to build dependency layers for python lambda functions. Is the definitive way to build a lambda layer with packages that will work to do the following:

  1. spin up a (linux) EC2

  2. build a virtualenv and source it

  3. pip install the packages you want

  4. download the /pythonx.x/ directory and zip it

  5. upload it as a lambda layer

This seems to be the most common recommendation, but I wanted to know what the actual best practice is for doing this. Thanks,

๐ŸŒ
Plain English
plainenglish.io โ€บ blog โ€บ create-your-own-python-layer-on-aws-lambda-environment-2e5160b66f17
Create your own Python Layer in AWS Lambda Environment
April 9, 2021 - Install Python libraries on a specific folder and properly zip it. Set this zip file on a layer format. Import your custom Layer from any lambda function.
๐ŸŒ
Modal
modal.com
Modal: High-performance AI infrastructure
Bullish on @modal - Great Docs ... / just Python ... @modal continues to be magical... 10 minutes of effort and the `joblib`-based parallelism I use to test on my local machine can trivially scale out on the cloud. Makes life so easy! ... This tool is awesome. So empowering to have your infra needs met with just a couple decorators. Good people, too! ... Recently built an app on Lambda and just started ...
๐ŸŒ
RandomWits
randomwits.com โ€บ blog โ€บ lambda-layer
Creating Python AWS lambda layer with Docker
February 21, 2022 - This will create lambda layer for python runtime 3.7. However you can also use docker image : public.ecr.aws/sam/build-python3.9 for 3.9.
๐ŸŒ
DEV Community
dev.to โ€บ matthewvielkind โ€บ creating-python-aws-lambda-layers-with-docker-4376
Creating Python AWS Lambda Layers with Docker - DEV Community
May 25, 2020 - All the contents of the python directory are included in the zip archive called flask-layer.zip. Now the layer can be uploaded to AWS using the AWS CLI. You need to provide a few parameters in this step: layer-name is the name your want to give your layer ... aws lambda publish-layer-version \ --layer-name "flask-layer" \ --description "Lambda Layer for Flask 1.1.1" \ --zip-file "fileb://flask-layer.zip" \ --compatible-runtimes "python3.8"
๐ŸŒ
Towards Data Science
towardsdatascience.com โ€บ home โ€บ latest โ€บ how to install python packages for aws lambda layer
How to Install Python Packages for AWS Lambda Layer | Towards Data Science
January 20, 2025 - Currently, you either have to zip up your Lambda function and Linux compatible dependencies, or upload your dependencies as a Lambda Layers. If youโ€™ve played around with Google Cloud Functions and Azure Function before then you would know that it can be as easy as to writing a wish list in the requirements.txt. To add extra complexities, some of the Python packages need to compile C or C++ extensions (packages such as Numpy and Pandas).
๐ŸŒ
Wahl Network
wahlnetwork.com โ€บ home โ€บ how to create aws lambda layers for python
How to Create AWS Lambda Layers for Python - Wahl Network
November 23, 2022 - The PYTHONUSERBASE environmental variable is cleared when the console session closes. This maintains a clean working environment. I later decide to use the requests package. Rather than update my layer, I leverage the work over at Klayers. Run the function update command an additional time while including both layers. The command is not additive โ€“ all desired layers must be declared. aws lambda update-function-configuration ` --function-name gitlab-dashboard ` --layers arn:aws:lambda:us-west-2:123456789012:layer:influxdb-client-python:1 arn:aws:lambda:us-west-2:770693421928:layer:Klayers-python38-requests:8
๐ŸŒ
DZone
dzone.com โ€บ software design and architecture โ€บ cloud architecture โ€บ why use aws lambda layers? advantages and considerations
Why Use AWS Lambda Layers? Advantages and Considerations
January 28, 2025 - Advantage: Developers can test shared libraries or modules locally, package them in a layer, and use them consistently in all Lambda functions. Layers can be shared within teams or across AWS accounts, facilitating collaboration. Example: A common utility module (e.g., custom logging or data transformation functions) can be developed once and used by all functions. Advantage: Layers simplify the inclusion of Python packages with native or compiled dependencies.
๐ŸŒ
Medium
medium.com โ€บ analytics-vidhya โ€บ aws-adding-python-libraries-to-lambda-layers-8c4eaf8fed80
AWS: Adding Python Libraries to Lambda Layers
May 12, 2021 - AWS Lambda Layers: Just package the dependencies into a ZIP file and upload it to AWS. Also, once a layer is defined, all its underlying dependencies can be used by any number of Lambda functions.
๐ŸŒ
Mamezou
developer.mamezou-tech.com โ€บ en โ€บ blogs โ€บ 2024 โ€บ 10 โ€บ 25 โ€บ publish_python_lambda_layer_aws_batch
Creating AWS Lambda Python Layers with CodeBuild + ECR + AWS Batch | Mamezou Developer Portal
October 25, 2024 - Additionally, if you have an environment where Python can be used normally, you can directly use only the layer creation shell to create the layer. You can check the details of how to use the layer creation shell with the following command: ... # see https://hub.docker.com/r/amazon/aws-lambda-python/ ARG BASE_IMAGE_TAG=latest FROM amazon/aws-lambda-python:${BASE_IMAGE_TAG?} COPY ./PublishPythonLambdaLayer.sh .