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Deploy the microservices

Create a bucket and edit the name in main.py

Create the repo ECR

aws ecr create-repository --repository-name twich-analytica/classifier

Optional aws ecr get-login-password --region us-east-1 | docker login --username AWS --password-stdin <YOUR-AWS_ID>.dkr.ecr.us-east-1.amazonaws.com

Docker, build tag & push

docker build -t twich-analytica/classifier .

docker tag twich-analytica/classifier:latest <YOUR-AWS_ID>.dkr.ecr.us-east-1.amazonaws.com/twich-analytica/classifier:latest

docker push <YOUR-AWS_ID>.dkr.ecr.us-east-1.amazonaws.com/twich-analytica/classifier:latest

Create a Task definition

  • From the Amazon ECS left navigation menu, select Task Definitions.
  • Select Create new Task Definition.
  • On the Select launch type compatibility page, select the EC2 option then select Next step.
  • On the Configure task and container definitions page, do the following:
    • In the Task Definition Name field, enter classifier.
    • Scroll down to Container Definitions and select Add container.
    • In the Add container window:
      • Parameters that are not defined can be either left blank or with the default settings.
      • In the Container name field, enter classifier.
      • In the Image field, enter <YOUR-AWS_ID>.dkr.ecr..amazonaws.com/user:latest
      • In the Memory Limits field, verify Hard limit is selected and enter 512 as the value.
      • Scroll to ENVIRONMENT, CPU units = 256.
  • Select Add., You will return to the Configure task and container definitions page.
  • Scroll to the bottom of the page and select Create.