Learn how to use pipelines and activities in Azure Data Factory and Azure Synapse Analytics to create data-driven workflows for data movement and processing scenarios.

Sep 25, 2024 · Learn how to copy data from file system to supported sink data stores, or from supported source data stores to file system, using an Azure Data Factory or Azure Synapse Analytics pipelines.

Mar 27, 2025 · There are two types of activities that you can use in an Azure Data Factory or Synapse pipeline. Data movement activities to move data between supported source and sink data stores. Data transformation activities to transform data using compute services such as Azure HDInsight and Azure Batch.

Apr 18, 2022 · Handling metadata or reference data with the Get Metadata activity or the Lookup activity. You can do web calls with the Web and Webhook activities. You can validate other pipelines with the Validation activity.

May 5, 2019 · Azure Data Factory can execute custom activities as Batch Service Jobs. These jobs can run from an .exe (and associated dependencies) in a storage account which are copied across prior to execution. There is a limitation on the files in the storage account that can be used: Total size of resourceFiles cannot be more than 32768 characters.

May 22, 2021 · Activities in Azure Data Factory can be broadly categorized as: 1- Data Movement Activities. 2- Data Transformation Activities. 3- Control Activities. DATA MOVEMENT ACTIVITIES : 1- Copy...

Dec 30, 2020 · In this article, we will show how to control the dependencies between the activities and the pipeline runs in the Azure Data Factory. As mentioned previously, the default behavior of the pipeline activities is that it will not be executed unless the …

Azure Data Factory enables seamless data integration and transformation for building scalable cloud-based workflows.

Azure Data Factory supports built-in activities such as Copy Activity and HDInsight Activity to be used in pipelines to move and process data. You can also create a custom .NET activity with your own transformation/processing logic and use the activity in a pipeline.

Mar 5, 2023 · Windows Azure Data Factory (ADF) is an integral part of Microsoft's cloud-based data integration and processing platform. As a .NET remote developer, working with ADF can provide you with the ability to create sophisticated workflows for integrating and processing data from multiple sources.