Hi azure_learner,
Thanks for reaching out to Microsoft Q&A.
I have given below the list afaik... i would suggest you explore and add more points if reqd.
- Complex Data Transformations: ADF's data flow capabilities may not support all complex custom logic required for specific data transformation scenarios. If your reporting needs involve intricate data manipulations, you might need to implement custom solutions outside of ADF.
- Limited Real-Time Processing: ADF is primarily designed for batch processing rather than real-time data streaming. If your reporting requires immediate data updates, this could be a significant limitation.
- Concurrency and Parallelism: ADF has limitations regarding concurrency and parallelism, which can affect performance when handling multiple data flows or large datasets simultaneously.
- Debugging: Debugging data flows in ADF can be challenging. Although ADF generates code, identifying and resolving issues may require extensive logging and monitoring, complicating troubleshooting efforts.
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