topic Re: How do you use cloud fetch? in Data Engineering

How do you use cloud fetch?

aldrich_ang — Wed, 15 Dec 2021 16:22:15 GMT

We're trying to pull a big amount of data using databricks sql and seem to have a bottleneck on network throughput when fetching the data.

I see there's a new feature called cloud fetch and this seems to be the perfect solution for our issue. But I don't see any documentation on how to use this feature.

Re: How do you use cloud fetch?

Hubert-Dudek — Wed, 15 Dec 2021 16:37:01 GMT

Clud fetch is architecture inside ODBC driver. To use it you need just latest ODBC driver https://databricks.com/blog/2021/08/11/how-we-achieved-high-bandwidth-connectivity-with-bi-tools.html

Big amount in sql what exactly is big? Maybe some partitioning, multi cluster and some load in chunks could help.

Re: How do you use cloud fetch?

aldrich_ang — Wed, 15 Dec 2021 17:12:36 GMT

Is there any way we confirm it's using cloud fetch?

I'm not sure what's the exact size, but it's up to 100s of GB of data across multiple queries.

Looking at the metrics from the VM that's executing the query, the max throughput is 60MBps

It doesn't seem to match the throughput seen in the document. It's closer to the Baseline with single threaded. I'm using 2.6.19 ODBC driver

Here's sample execution details for one query

Re: How do you use cloud fetch?

-werners- — Thu, 16 Dec 2021 08:13:25 GMT

Trying to get an idea of what you are trying:

so you query directly on a database of +100GB or is it parquet/delta source?

Also, where is the result fetched to? File download, BI tool, ...?