This is a blank project for CDK development with Python.

The cdk.json file tells the CDK Toolkit how to execute your app.

This project is set up like a standard Python project. The initialization process also creates a virtualenv within this project, stored under the .venv directory. To create the virtualenv it assumes that there is a python3 (or python for Windows) executable in your path with access to the venv package. If for any reason the automatic creation of the virtualenv fails, you can create the virtualenv manually.

To manually create a virtualenv on MacOS and Linux:

$ python3 -m venv .venv

After the init process completes and the virtualenv is created, you can use the following step to activate your virtualenv.

$ source .venv/bin/activate

If you are a Windows platform, you would activate the virtualenv like this:

% .venv\Scripts\activate.bat

Once the virtualenv is activated, you can install the required dependencies.

$ pip install -r requirements.txt

At this point you can now synthesize the CloudFormation template for this code.

$ cdk synth

To add additional dependencies, for example other CDK libraries, just add them to your setup.py file and rerun the pip install -r requirements.txt command.

• cdk ls list all stacks in the app
• cdk synth emits the synthesized CloudFormation template
• cdk deploy deploy this stack to your default AWS account/region
• cdk diff compare deployed stack with current state
• cdk docs open CDK documentation

Enjoy!

Transform a Deployment which uses a Jina custom Gateway to an ECS deployment running on EC2.

JinaDeploymentStack Jina Deployment CDK App

Synthesize the CloudFormation template:

cdk synth --app ./deployment.py

Transform a Deployment which uses a Jina custom Gateway to a SageMaker inference deployment that is exposed by an API Gateway which triggers a lambda function on the inference endpoint.

JinaSageMakerStack Jina SageMaker CDK App

Synthesize the CloudFormation template:

cdk synth --app ./sagemaker.py

Transform a Flow to an ECS deployment running on EC2. Each Executor is mapped to a EC2 TaskDefinition with its own network load balancer.

JinaFlowStack Jina Flow CDK App

Synthesize the CloudFormation template:

cdk synth --app ./flow.py