Azure Data Factory - Copy multiple files from HTTP website dynamically to Data Lake using ADF

 Azure Data Factory - Copy multiple files from HTTP website dynamically to Data Lake using ADF

Here we are copying multiple files dynamically from HTTP website . We are using GitHub as source website to copy multiple files to Azure Data Lake Gen2

Previous video to copy single HTTP file: https://youtu.be/PNN5VPoP2zQ

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Azure Data Factory - Copy data from HTTP website (GitHub) to Azure Data lake using ADF

 Azure Data Factory - Copy data from HTTP website to Azure Data lake using ADF

Here we are copying a csv file from a HTTP website (GitHub) to Azure Data lake Storage using copy activity from ADF

Refer the below link for copying multiple files from a HTTP website dynamically to ADLS:  https://youtu.be/K5ND-pyD3yE

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Azure Data Factory - Incremental load or Delta load using a watermark Table

Here source is having incoming values with some date value, we are keeping a watermark table which keeps track of the data copied and this helps to incrementally load the data to the destination preventing copy of the old data.

Refer below to setup self hosted IR to use SQL from local Machine:

https://youtu.be/d9Xp2pnjYcI

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Azure Data Factory - Copy multiple files from AWS S3 to Azure Data Lake Storage using ADF pipeline

 Azure Data Factory - Copy multiple files from AWS S3 to Azure Data Lake Storage using ADF pipeline

Here we are getting all the files in a folder in Amazon S3. We are copying all files dynamically using Azure Data Factory

To prevent hard coded values in sensitive information, its recommended to use Azure Key  Vault. Refer the below video for reference to how to use Azure Key vault in ADF: 

https://youtu.be/2lPlReATWew

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Azure Data Factory - Delete specific folders and specific files using lookup file in ADF

 Azure Data Factory - Delete specific folders and specific files using lookup file in ADF

Here we are making a lookup file as reference which tells the specific files and folders to be deleted. We are using lookup , forEach and delete activity to execute this logic to delete the required files

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Azure Data Factory - Create Managed VNET Integration runtime and creating Managed Private Endpoint

Azure Data Factory - Create Managed VNET Integration runtime and creating Managed Private Endpoint

In this we are first creating Managed VNET Integration runtime and we are establishing a private endpoint connection with ADLS Gen2 and doing a copy activity using Managed VNET Integration Runtime

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Azure Data Factory - Copy specific range of cells in Excel along with sheets dynamically to CSV

 Azure Data Factory - Copy specific range of cells in Excel along with sheets dynamically

Here we are copying only specific range of cells from an Excel file , using this we can eliminate unwanted cells from an Excel while copying

Below is the video which tells about copying excel sheets dynamically in details

https://youtu.be/n5phQgvIaxY

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Azure Data Factory - Moving Files from Source to Destination in ADLS using copy and delete Activity

In Azure Data Factory - We do not have any move activity , we can take advantage of copy and delete activity to fulfill the requirement of moving.

In this video we are moving all the csv files from one folder to another

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Azure Data Factory - Copy multiple sheets in excel dynamically into multiple files/tables /SQL table

 Azure Data Factory - Copy multiple sheets in excel dynamically into multiple files/tables /SQL table

We are copying multiple sheets in Excel dynamically into multiple Files, which created each csv file for a sheet.

We are also copying these sheets into a SQL table and also multiple table based on the name of the sheet

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Azure Data Factory - Add additional column dynamically with Row count of files in Copy activity

 Add additional column dynamically with Row count of files in Copy activity

In this we are dynamically adding a column which tells us the row count that each file holds in the Azure Data Lake and we are copying them using Copy activity to SQL Database

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