Web Development, Cloud Infrastructure, System AdministrationFlask application with Postgres containerized across multiple cloudsFlask app with a Postgres database containerized across multiple clouds Background We are building out an application that has a decoupled…
Cloud Infrastructure, Data Science, System AdministrationDatabricks security model architectureOverview Let’s say we have a brand new Databricks resource that we have just created from Azure. It comes as an empty shell ready for use…
Cloud Infrastructure, Data Science, System AdministrationDatabricks and Azure DevOps CICD Pipeline for DBFSDevOps CICD Pipeline for Databricks This is in reference to this Git repo https://dev.azure.com/mortimer-xyz/mortie23/_git/dbfs-cicd-pieline…
Cloud Infrastructure, Data ScienceModel scoring API as a Docker containerUse Docker to host a Python FastAPI service In my preview blog post (Model scoring API) I went through the technical basics of a model…
System Administration, Cloud Infrastructure, Data EngineeringInstalling Prefect Server on AzureReading Firstly I came across the following docs on how to install prefect server Prefect Server 101 Deploying to GCP Deploying to a Single…
Cloud Infrastructure, Data Science, System Administration, RRStudio with SSL proxyWhat are we doing We have a server hosting RStudio, and we want encrypt the traffic too and from the RStudio service. We also do not want to…
Cloud Infrastructure, Web DevelopmentSetting up a cloud webserver for hosting a static siteWhy would I want to do this? Since there are many easier (options) for hosting a static website (of which I recommend and also use Github…
