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Copy file name to clipboardExpand all lines: articles/data-factory/whats-new.md
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ms.subservice: concepts
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ms.topic: overview
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ms.custom: references_regions
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ms.date: 01/21/2022
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ms.date: 09/27/2022
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---
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# What's new in Azure Data Factory
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- Deprecated functionality.
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- Plans for changes.
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This page is updated monthly, so revisit it regularly. For older months' updates refer to the [What's new archive](whats-new-archive.md).
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This page is updated monthly, so revisit it regularly. For older months' updates, refer to the [What's new archive](whats-new-archive.md).
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Check out our [What's New video archive](https://www.youtube.com/playlist?list=PLt4mCx89QIGS1rQlNt2-7iuHHAKSomVLv) for all of our monthly update videos.
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## August 2022
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### Data flow
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- Appfigures connector added as Source (Preview) [Doc](connector-appfigures.md)
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- Cast transformation added – visually convert data types [Doc](data-flow-cast.md)
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- New UI for inline datasets - categories added to easily find data sources [Doc](data-flow-source.md#inline-datasets)
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- Appfigures connector added as Source (Preview) [Learn more](connector-appfigures.md)
- New UI for inline datasets - categories added to easily find data sources [Learn more](data-flow-source.md#inline-datasets)
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### Data movement
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Service principal authentication type added for Azure Blob storage [Doc](connector-azure-blob-storage.md?tabs=data-factory#service-principal-authentication)
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Service principal authentication type added for Azure Blob storage [Learn more](connector-azure-blob-storage.md?tabs=data-factory#service-principal-authentication)
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### Developer productivity
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- Default activity time-out changed from 7 days to 12 hours [Blog](https://techcommunity.microsoft.com/t5/azure-data-factory-blog/azure-data-factory-changing-default-pipeline-activity-timeout/ba-p/3598729)
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- New data factory creation experience - 1 click to have your factory ready within seconds [Blog](https://techcommunity.microsoft.com/t5/azure-data-factory-blog/new-experience-for-creating-data-factory-within-seconds/ba-p/3561249)
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- Expression builder UI update – categorical tabs added for easier use [Blog](https://techcommunity.microsoft.com/t5/azure-data-factory-blog/coming-soon-to-adf-more-pipeline-expression-builder-ease-of-use/ba-p/3567196)
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- Default activity timeout changed from 7 days to 12 hours [Learn more](https://techcommunity.microsoft.com/t5/azure-data-factory-blog/azure-data-factory-changing-default-pipeline-activity-timeout/ba-p/3598729)
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- New data factory creation experience - one click to have your factory ready within seconds [Learn more](https://techcommunity.microsoft.com/t5/azure-data-factory-blog/new-experience-for-creating-data-factory-within-seconds/ba-p/3561249)
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- Expression builder UI update – categorical tabs added for easier use [Learn more](https://techcommunity.microsoft.com/t5/azure-data-factory-blog/coming-soon-to-adf-more-pipeline-expression-builder-ease-of-use/ba-p/3567196)
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### Continuous integration and continuous delivery (CI/CD)
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When CI/CD integrating ARM template, instead of turning off all triggers, it can exclude triggers that did not change in deployment [Blog](https://techcommunity.microsoft.com/t5/azure-data-factory-blog/ci-cd-improvements-related-to-pipeline-triggers-deployment/ba-p/3605064)
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When CI/CD integrating ARM template, instead of turning off all triggers, it can exclude triggers that didn't change in deployment [Learn more](https://techcommunity.microsoft.com/t5/azure-data-factory-blog/ci-cd-improvements-related-to-pipeline-triggers-deployment/ba-p/3605064)
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### Video summary
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### Data flow
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- Asana connector added as source. [Doc](connector-asana.md)
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-3 new data transformation functions now supported. [Blog](https://techcommunity.microsoft.com/t5/azure-data-factory-blog/3-new-data-transformation-functions-in-adf/ba-p/3582738)
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- collectUnique() - Create a new collection of unique values in an array.
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- substringIndex() - Extract the substring before n occurrences of a delimiter.
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- topN() - Return the top n results after sorting your data.
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- Refetch from source available in Refresh for data source change scenarios. [Doc](concepts-data-flow-debug-mode.md#data-preview)
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- User defined functions (GA) - Create reusable and customized expressions to avoid building complex logic over and over. [Doc](concepts-data-flow-udf.md)[Video](https://www.youtube.com/watch?v=ZFTVoe8eeOc&t=170s)
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- Easier configuration on data flow runtime - choose compute size among Small, Medium and Large to pre-configure all integration runtime settings. [Blog](https://techcommunity.microsoft.com/t5/azure-data-factory-blog/adf-makes-it-easy-to-select-azure-ir-size-for-data-flows/ba-p/3578033)
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-Three new data transformation functions now supported. [Learn more](https://techcommunity.microsoft.com/t5/azure-data-factory-blog/3-new-data-transformation-functions-in-adf/ba-p/3582738)
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-[collectUnique()](data-flow-expressions-usage.md#collectUnique) - Create a new collection of unique values in an array.
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-[substringIndex()](data-flow-expressions-usage.md#substringIndex) - Extract the substring before n occurrences of a delimiter.
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-[topN()](data-flow-expressions-usage.md#topN) - Return the top n results after sorting your data.
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- Refetch from source available in Refresh for data source change scenarios. [Learn more](concepts-data-flow-debug-mode.md#data-preview)
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- User defined functions (GA) - Create reusable and customized expressions to avoid building complex logic over and over. [Learn more](concepts-data-flow-udf.md)[Video](https://www.youtube.com/watch?v=ZFTVoe8eeOc&t=170s)
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- Easier configuration on data flow runtime - choose compute size among Small, Medium and Large to pre-configure all integration runtime settings. [Learn more](https://techcommunity.microsoft.com/t5/azure-data-factory-blog/adf-makes-it-easy-to-select-azure-ir-size-for-data-flows/ba-p/3578033)
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### Continuous integration and continuous delivery (CI/CD)
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Include Global parameters supported in ARM template. [Blog](https://techcommunity.microsoft.com/t5/azure-data-factory-blog/ci-cd-improvement-using-global-parameters-in-azure-data-factory/ba-p/3557265#M665)
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Include Global parameters supported in ARM template. [Learn more](https://techcommunity.microsoft.com/t5/azure-data-factory-blog/ci-cd-improvement-using-global-parameters-in-azure-data-factory/ba-p/3557265#M665)
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### Developer productivity
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Be a part of Azure Data Factory studio preview features - Experience the latest Azure Data Factory capabilities and be the first to share your feedback. [Blog](https://techcommunity.microsoft.com/t5/azure-data-factory-blog/introducing-the-azure-data-factory-studio-preview-experience/ba-p/3563880)
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Be a part of Azure Data Factory studio preview features - Experience the latest Azure Data Factory capabilities and be the first to share your feedback. [Learn more](https://techcommunity.microsoft.com/t5/azure-data-factory-blog/introducing-the-azure-data-factory-studio-preview-experience/ba-p/3563880)
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