Executing the automated ML model deployment
Reviewing the pipeline execution is done through the CodePipeline console (https://console.aws.amazon.com/codesuite/codepipeline/home), and then by clicking on the abalone-cicd-pipeline name. Once the pipeline dashboard opens, the first thing you will immediately see (as shown in Figure 5.3) is that the Source stage has succeeded.
Figure 5.3 – Succeeded Source stage
Once the Source stage succeeds, the pipeline automatically moves onto the Build stage to essentially execute the continuous integration phase of the CI/CD process. Figure 5.4 shows the four stage actions that cover continuous integration.
Figure 5.4 – Continuous integration phase of the pipeline
From Figure 5.4, there are a few items to take note of. Firstly, note the Pipeline execution ID. This ID is used to track the lineage of the ML model's release, as it is embedded into each the name of the various SageMaker...
