I'm trying to use AWS explorer in PyCharm to download and edit an existing lambda function on my AWS account, but I'm unable to find out how to do that. I've read through all the documentation available on the wiki as well as followed a bunch of tutorials on deploying new lambda functions, but I can't find out how to edit and download existing functions. I can download the AWS lambda using the console, but I'm not sure how to get this to be editable in my PyCharm project, but this also seems like a workaround anyway. Is there a way to do this within the AWS Explorer tool?
No, currently (Oct 2019) you can't download a Lambda Function's source and edit it locally. If you know the name of the S3 object where the code is stored, you could pull that file down adn make changes, re-zip it, re-upload it back to S3, force the Lambda to cold-start (change the memory slider) and it will pick up the new code. but this is extremely brittle.
Have you tried cloud9, I find it the best way to work on lambdas, especially if you are working as a team. but the problem with cloud9 is also it seems it's not actively being developed and you have lots of manual work to update SAM and dev tools in there. Anyhow I still recommend cloud9.
Related
The problem
I'm approaching AWS, and the first test project will be a website, but i'm struggling on how to approach the resource and the tools to accomplish this.
AWS documentation is not really beginner-friendly, so to me it is like to being punched in the face at the first boxe training session.
First attempt
I've installed bot AWS and SAM cli tools, so what I would expect is to be able to create an empty stack at first and adding the resource one by one as the specifications are given/outlined, but instead what I see is that i need to give a template to the tool to create the new stack, but that means I need to know how to write it beforehand and therefore the template specifications for each resource type.
Second attempt
This lead me to create the stack and the related resources from the online console to get the final stack template, but then I need to test every new resource or any updated resource locally, so I have to copy the template from the online console to my machine and run the cli tools with this, but obviously it is not the desired development flow.
What I expected
Coming from a standard/classical web development I would expect to be able to create the project locally, test the related resources locally, version it, and delegate the deployment to the pipeline.
So what?
All this made me understand that "probably" I'm missing somenthing on how to use the aws cli tools and how the development for an aws-hosted application is meant to be done.
I'm not seeking for a guide on specific resource types like every single tutorial I've found online, but something on a higher level on how to handle a project development on aws, best practices and stuffs like that, I can then dig deeper on any resource later when needed.
AWS's Cloud Development Kit ticks the boxes on your specific criteria.
Caveat: the CDK has a learning curve in line with its power and flexibility. There are much easier ways to deploy a web app on AWS, like the higher-level AWS Amplify framework, with abstractions tailored to front-end devs who want to minimise the mental energy spent on the underlying infrastructure.
Each of the squillion AWS and 3rd Party deploy tools is great for somebody. Nevertheless, looking at your explicit requirements in "What I expected", we can get close to the CDK as an objective answer:
Coming from a standard/classical web development
So you know JS/Python. With the CDK, you code infrastructure as functions and classes, rather than 500 lines of YAML as with SAM. The CDK's reference implementation is in Typescript. JS/Python are also supported. There are step-by-step AWS online workshops for these and the other supported languages.
create the project locally
Most of your work will be done locally in your language of choice, with a cdk deploy CLI command to
bundle the deployment artefacts and send them up to the cloud.
test the related resources locally
The CDK has built-in testing and assertion support.
version it
"Deterministic deploy" is a CDK design goal. Commit your code and the generated deployment artefacts so you have change control over your infrastructure.
delegate the deployment to the pipeline
The CDK has good pipeline support: i.e. a push to the remote main branch can kick off a deploy.
AWS SAM is actually a good option if you are just trying to get your feet wet with AWS. SAM is an open-source wrapper around the aws-cli, which allows you to create aws resources like Lambda in say ~10 lines of code vs ~100 lines if you were to use the aws-cli directly. Yes, you'll need to learn SAM specific things like SAMtemplate and SAM-cli but it is pretty straightforward using this doc.
Once you get the hang of it, it would be easier to start looking under the hood of what/how SAM is doing things and get into the weeds with aws-cli if you wanted. Which will then allow you to build out custom solutions (using aws-cli) for your complex use cases that SAM may not support. Caveat: SAM is still pretty new and has open issues that could be a blocker for advanced features/complex use cases.
As inline code editing is not enabled for the Go code on AWS Lambda, I am trying to create a Google Chrome Extention to be able to edit the Go code by referring to the text or zip code on the S3 bucket. It would be nice if I could also deploy the updated Go code on the Lambda.
I think I will have to perform the following steps from the extension-
Get the Go code from the S3 bucket or Github
Update it
Create a zip file from the updated code
Upload the zip file to the S3 bucket or Github
Deploy the updated zip file on the Lambda
I have no idea if it is a good approach or if there is any other approach possible for this. I would appreciate it if anyone can suggest to me a better approach or tell me if what I am thinking is feasible or not.
I like the idea, but unfortunately I am not sure if that is a good idea.
Let me explain:
All the languages that AWS Lambda supports which allow inline editing are more or less interpreted languages: Javascript, Python etc.
The AWS runtime for those languages reads plain text files and compiles/runs them.
Since you deploy plain text files and the runtime takes care of running them, the AWS Lambda console allows you to edit those files.
Go on the other hand, as well as supported languages like Swift or Java, need to be deployed as a "binary" (I use air quotes because Java JAR is strictly seen not a binary but byte code which is then interpreted by the JVM ..) to AWS.
The AWS Lambda runtime for those languages expects a binary and not plain text. That is why you can not edit the code of Lambdas using those runtimes in the AWS console.
So even if you would open that ZIP, you would not find editable code.
Of course you could put the binary and the plain text code in that ZIP and then when you open that ZIP through your Chrome extension, you could show the plain text code to the user.
But then there is the matter of compiling the code into a binary that the AWS Lambda Go runtime can actually run.
So you Chrome extension would need to bundle a Go compiler. Not sure if that is possible. But I am sure it would not be trivial.
I created a lambda using the web gui, using Go 1.x. Now I want to edit the code but I don't know how. I downloaded the vscode extension but it only displays the lambda, doesn't give me any options for editing.
What am I doing wrong? How can I edit the code, and ideally run it locally and debug it?
All the tutorials cover how to create a function locally and then deploy it, but for another use case, I need to do it the other way around - there's already a deployed lambda and I need to edit it and write tests for it.
I have aws-cli, sam and docker functional.
From Working with AWS Lambda Functions - AWS Toolkit for VS Code:
The AWS Toolkit for Visual Studio Code provides support for AWS Lambda functions. Using the Toolkit for VS Code, you can author code for Lambda functions that are part of serverless applications. In addition, you can invoke Lambda functions either locally or on AWS.
So, looks like you can only edit Lambda components that are part of a SAM app.
I'm writing AWS lambda's in the browser and want to improve my version control process from the present setup, which is to copy paste the lambda code into a text file and manually commit to a repository.
Is there a better (and preferably straight-forward) way of using AWS lambda with version control (in my case git/github)?
There is an example in this git repository provided by AWS.
It is a bit too big to retype it here.
You can try this to get your code sync with GitHub
https://npm.io/package/aws-lambda-sync
I have been trying to look at the code that is deployed in an aws lambda.
There is an existing go function that is running in the go lambda.
However, I am not able to. AWS docs says we can look at the code through the visual config view, where is this view? This is the screen that I see, where is the view to see the code?
Please help.
Or is it because we are using a go server, only the executable which is a binary is running in the lambda and hence we are not able to see the code?
Code inline is supported only for interpreted languages (js for example) and not compiled languages.
Beside below lamda limitation, It seems console lamda editor does not support go.
However the documentation suggest to use code star.
You can also get started with AWS Lambda Go support through AWS
CodeStar. AWS CodeStar lets you quickly launch development projects
that include a sample application, source control and release
automation. With this announcement, AWS CodeStar introduced new
project templates for Go running on AWS Lambda. Select one of the
CodeStar Go project templates to get started. CodeStar makes it easy
to begin editing your Go project code in AWS Cloud9, an online IDE,
with just a few clicks.
announcing-go-support-for-aws-lambda
Q: How do I create an AWS Lambda function using the Lambda console?
If you are using Node.js or Python, you can author the code for your
function using code editor in the AWS Lambda console which lets you
author and test your functions, and view the results of function
executions in a robust, IDE-like environment
lambda-faqs
Deployment package size
50 MB (zipped, for direct upload)
250 MB (unzipped, including layers)
3 MB (console editor)
lambda limits
lambda-go-how-to-create-deployment-package
Based on the code size the AWS code editor will display the code. Since the size of the code/package is large AWS Code editor can't display the same.
But you can download the package from AWS Lambda function using export.
Kindly follow the below steps:
Go to the lambda
Select the lambda
Click on Actions
Select Export function
You will get few options. Select Download deployment package.