Stephen David-Williams
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Process JSON data using Spark in Databricks

Mar 19, 20233 min read

Preface One of the most popular file formats for flat files in data engineering is the JSON (JavaScript Object Notation) format. A typical JSON file...

Process JSON data using Spark in Databricks

Orchestrate Databricks notebooks with Azure Data Factory

Mar 12, 20233 min read

When orchestrating the workflow management of multiple Databricks notebooks, there are two tools provided to us by Azure: Azure Data...

Orchestrate Databricks notebooks with Azure Data Factory

Incremental ingestion with Databricks’ Autoloader via File notifications

Mar 12, 20236 min read

What is Autoloader? Autoloader (aka Auto Loader) is a mechanism in Databricks that ingests data from a data lake. The power of autoloader is that...

Incremental ingestion with Databricks’ Autoloader via File notifications

Writing Data Quality Tests in Databricks using Pytest

Mar 10, 20237 min read

Disclaimer: This post assumes you have a fundamental knowledge of PySpark (the Python API for using Spark), but if you’re comfortable with the Pytest...

Writing Data Quality Tests in Databricks using Pytest

Mount Blob containers into Databricks via DBFS

Mar 7, 20235 min read

Preface DBFS is the primary mechanism that Databricks uses to access data from external locations such as Amazon S3 buckets, Azure Blob containers,...

Mount Blob containers into Databricks via DBFS

Integrate your Databricks notebooks with Git via Databricks Repos

Mar 6, 20232 min read

You can version control your Databricks notebooks by using Databricks Repos. Say goodbye to manually moving old notebooks you no longer use into a...

Integrate your Databricks notebooks with Git via Databricks Repos