Data factory COPY activity to Azure synapse

sakuraime 2,321 Reputation points

I would like to use the following features to copy data from parquet to Synapse :


Question _1 : It does not support wilcard file ,what if I have multiple parquet files in a folder for a table ?? Now each copy activity can only have one parquet file

Quesion_2 : Using COPY , the command is auto generated in the following :

COPY INTO [dbo].[FACT_sales_from_df_parquet] ([Region] 1,[Country] 2,[Item_Type] 3,[Sales_Channel] 4,[Order_Priority] 5,[Order_Date] 6,[Order_ID] 7,[Ship_Date] 8,[Units_Sold] 9,[Unit_Price] 10,[Unit_Cost] 11,[Total_Revenue] 12,[Total_Cost] 13,[Total_Profit] 14) FROM 'https://****************' WITH (IDENTITY_INSERT='OFF',CREDENTIAL=(IDENTITY='Storage Account Key',SECRET='*'**),FILE_TYPE='PARQUET',COMPRESSION='Snappy') OPTION (LABEL='ADF Activity ID: 3e8b03ad-bd8c-4412-9276-eac79cd90441')

I believe Storage account key can't be used from Synapse to blob storage account , unless the blob storage account has no firewall restriction (allow all network).... unfortunately , most of the customer has their blob storage account enable firewall..... Any idea on how to fix it ?

Azure Data Factory
Azure Data Factory
An Azure service for ingesting, preparing, and transforming data at scale.
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  1. HimanshuSinha-msft 19,386 Reputation points Microsoft Employee

    Hello @sakuraime ,
    Thanks for the ask and using the Microsoft Q&A platform .
    Please enable the staging option and it should work .


    I am sharing my implementation below HTH .


    Please do let me know how it goes .
    Please do consider clicking on "Accept Answer" and "Up-vote" on the post that helps you, as it can be beneficial to other community members