A Journey to Data Architect ..

Connection ID Connection Type Host Port airflow_db mysql airflow-sqlproxy-service.default.svc.cluster.local 3306 beeline_default beeline localhost 10000 cassandra_default cassandra cassandra 9042 druid_broker_default druid druid-broker 8082 druid_ingest_default druid druid-overlord 8081 hiveserver2_default hiveserver2 localhost 10000 http_default http https://www.httpbin.org metastore_default hive_metastore localhost 9083 mongo_default mongo mongo 27017 mysql_default mysql mysql 1433 presto_default presto localhost 3400 redis_default redis redis 6379 sftp_default sftp localhost 22 vertica_default vertica localh

Availability,durability and scalability are design characteristics you need to consider when developing a cloud application.  Durability ensures that your data is protected and available. Snapshots are a viable way of backing your data. Durability is a measurement related to data protection. Autoscaling is a method for implementing scalable applications. Health checks and Managed Instance groups improve availability. Availability is a measurement of uptime

 Continuous integration/continuous delivery (CI/CD) pipelines automate the testing and delivery of code by monitoring a controlled software repository. When new software is checked in, the pipeline orchestrator will first run unit tests. If the tests are successful , a deployment package is built and saved to a Container Registry,which completes the steps for continuous integration.Continuous delivery deploys your images or artifacts to the operational environment you specify, such as App Engine or GKE. With Google Cloud, you can use Cloud Source Repositories as your Version Control repository. Unit testing and container artifacts can be produced through Cloud Build and automated through build triggers. Common places to save and manage your finalized images include Container Registry and Artifact Registry. Continuous Delivery can also be implemented through steps specified in Cloud Build and implementing build triggers to apply build operations when a new manifest is added to a monitor