Azure data factory || Incremental Load or Delta load from SQL to File Storage

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In this video you will understand how we can perform incremental of delta load from Azure SQL to File storage using watermark table.

If you are like me and love to learn, then this channel is for you. We can share a lots of learnings and ideas here........ Happy learning.

[gulchehraamirjonova]

Thank you so much
You can’t imagine how it was helpful

[mallikarjunap]

what a explanation madam.Its simply superb and amazing. Once again proved women has a lot of patience the way you have explained in this video. I am expecting more videos like that. Thanks once again

[sagar_patro]

Thanks for keeping the explanation so simple, it has given me a clear concept. Waiting for your new videos.

[vemarajulasya]

very informative. please upload more videos on loading the data. Im working on azure it is really helpful for me hope you will do more on azure data factory.

[alladamk]

Very clear explanation, thanks for the video

[kajalcraftandart]

wow so good infomation ❤️❤️❤️❤️keep it now ❤️❤️❤️❤️

[MonirHossain-qmhh]

excellent, need more incremental load video, from On-premises SQL server more than 1 table to load Azure SQL Database. please upload

[kishorkumar]

Thankyou for such a explained video on Incremental load. One question : Actually I have exhausted my 30 days azure trial and I don't have any subscription left to create any resources in Azure. Could you please advice if there any any other methods to get some credits for free in azure ??

[rahulpathak]

thats a good one but, I'm assuming how we will set the values for first run? lets say for first run?

[lucamel]

thanks for explaining a complex topic, but pls check the audio :(

[tapas]

Hi, good content for learning ADF pipeline. Can you please also share how did you enable on premise sql server set up in windows and mac system in order to show end to end . Thanks in advance.

[dileeprajnarayanthumula]

Hi Maam, the explanation is very good I would like to know if there is any possibe chance providing personal training on ADF?

[priyadarshinichandrasekara]

Hi... In this case, suppose we don't have any firstrow.newwatermarkvalue... what parameter should we pass to copy activity

[kollikr]

Do you have any recommended approach to deal with the deleted rows? In your example inserts and updates are handled well but I am also looking for a solution to find any hard deletes in the source table

[sabastineade]

Thanks for the great information but i have one question, can we not just implement the incremental load where the new data is being appended in the same file rather than creating a new file for the incremental records?

[lucaslira]

Thanks for the video, is it possible to just 1 file and adding the new records to it? So you don't have to create multiple files in the blob

[williamtenhoven]

Hi, it looks like this doesn't work with parquet. if I do the same in the pipeline expression builder in the copy data Sink and I press Validate ALL it says Syntax error : Opening brace has no closing brace. Thing there is a closing brace...

[vijay]

How do we write copy activity from Kusto (Azure Data Explorer) ? order_payload | where Last_modified_date >

[MoAnwar]

Can the watermark table and stored proc be created in either the destination DB or a separate DB than the source DB? We have a scenario where the source DB is locked down for making changes like these.

[priyab]

Hi, Thanks for this video. Could you please tell me how to sync/incremental load two azure databases dynamically that too using primary/incremental key as adding lastmodifieddate to existing tables is not feasible for us. Please correct me but this is for one table, how can we go for multiple tables. TIA