h3xagnh3xagn
  • blog
  • about
  • x
  • reddit

Data Engineering

Data Engineering

Building an ETL pipeline from device to cloud (part 5)

We discuss the importance of proper data management upfront and the need to always be in control of data sharing. We send the appropriate data automatically to our vendor via an Azure Function App.

By Coenraad Pretorius, 4 yearsApril 30, 2022 ago
Data Engineering

Building an ETL pipeline from device to cloud (part 4)

We added a new uploader method to store data in Azure Blob storage and started to deal with leaky data pipelines by handling failed uploads.

By Coenraad Pretorius, 4 yearsApril 24, 2022 ago
Data Engineering

Building an ETL pipeline from device to cloud (part 3)

We refactored code for our web server and created a utils module. The utils module handles file saving and ETL methods as background tasks.

By Coenraad Pretorius, 4 yearsApril 17, 2022 ago
Data Engineering

Building an ETL pipeline from device to cloud (part 2)

In this part, I will rebuild the secure server from part 1 using FastAPI. This allows for multiple workers and running background tasks that we will be using in part 3.

By Coenraad Pretorius, 4 yearsApril 2, 2022 ago
Data Engineering

Building an ETL pipeline from device to cloud (part 1)

In this first part, we will be building a simple web server using the standard Python library. This is for initial testing and we will secure the web server to use HTTPS.

By Coenraad Pretorius, 4 yearsMarch 21, 2022 ago

Posts pagination

Previous 1 2 3

Recent Posts

  • Designing a modern industrial data stack – Part 2November 8, 2025
  • Designing a modern industrial data stack – Part 1June 5, 2025
  • Blazingly fast dashboards with InfluxDBMay 24, 2025
  • Optimising my clevrHome energy consumptionJune 24, 2024
  • Building a home energy monitoring dashboard for your clevrHomeJune 11, 2024

Categories

  • Data Engineering
  • Data Science
  • Energy Efficiency
  • Internet of Things

Don’t miss another post

We don’t spam! You can unsubscribe anytime.

Check your inbox or spam folder to confirm your subscription.

  • blog
  • about
  • x
  • reddit
Hestia | Developed by ThemeIsle