In this blog post I’m going to show you how you can create an Azure Function that will interact with the Power BI REST API. I choose PowerShell as the programming language because in my opinion it was a bit easier to authenticate with the Power BI service. For the development environment, I’m using Visual […]
Tag: azure
How to Deploy Azure Logic Apps with ARM and Azure Devops
It’s easy to duplicate an Azure Logic App in a resource group, but unfortunately you cannot duplicate a Logic App between environments (you might try to copy paste the JSON though). So unless you want to hand craft every Logic App yourself on each of your environments, you need a way to automatically deploy your […]
Logic Apps and Source Control (with PowerShell)
At a data warehouse project I’m using a couple of Logic Apps to do some lightweight data movements. For example: reading a SharePoint list and dumping the contents into a SQL Server table. Or reading CSV files from a OneDrive directory and putting them in Blob storage. Some of those things can be done in […]
Error – Reference to external ‘master.dacpac’ could not be resolved when deploying dacpac in Azure Devops
I have a database project in Visual Studio. Inside the database, I use a couple of system views to fetch some metadata about tables. To make the project build successfully, you need to add a reference to the master database in the project. I created a build pipeline in Azure Devops, which builds the Visual […]
Book Review – Pro Serverless Data Handling with Microsoft Azure
Yet another book review! I just finished the book Pro Serverless Data Handling with Microsoft Azure: Architecting ETL and Data-Driven Applications in the Cloud (what a title :), written by German MVPs (and metalheads) Benjamin Kettner and Frank Geisler. The book handles the topic of “serverless” computing in the Microsoft Data Platform, where serverless is […]
Azure Data Factory and the Exact Online REST API – Getting around the 10 Minute Limit
This is the final blog post of this series on how to extract data from the Exact Online REST API with Azure Data Factory. I’ve you followed along with the previous posts, you’ve seen how you can request new refresh/access tokens from the API, how you can extract data from an endpoint for multiple divisions […]
Azure Data Factory and the Exact Online REST API – Dealing with Pagination
Some endpoints don’t have that much data, both others certainly will, for example financial transactions. The REST API limits the number of records it returns, and for most endpoints this is 60 records. After the first 60 records, you get a link at the bottom of the response that points to the next 60 records. […]
Azure Data Factory and the Exact Online REST API – Retrieving Data from an Endpoint
Finally we’ve come to the core of this blog post series: extracting data from a REST API endpoint. Just to recap, you need the following: an access token that is currently valid. See this blog post. a list of divisions. See the previous blog post. As an example, we’re going to read from the Projects […]
Azure Data Factory and the Exact Online REST API – Retrieving the Divisions
In many ERP software you have the concept of “companies” or “divisions”, a way of logically dividing resources and assets. For example, if you have a company and a sister-company, you can create two divisions to keep everything separate. When you read data from an Exact Online API endpoint, you need to specify for which […]
Azure Data Factory and the Exact Online REST API – Getting a new access token from ADF
Before we create pipelines to fetch data from the REST API, we need to create a helper pipeline that will fetch a new access token. This pipeline has the following format: Get the last known refresh token from the database (or whatever storage you use). You need to have manually retrieved the first pair of […]