Re:650GB of Data (Delta Lake on S3). Polars vs. DuckDB vs. D...
by pu_pe on Friday November 14, 2025 @02:14AM
(#45924633)
In places I have worked at that used Databricks, I feel they chose it for the same reasons big orgs use Microsoft: it comes out of a box and has a big company behind it. Technical benchmarks or even cost considerations would be a distant second.
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Re:650GB of Data (Delta Lake on S3). Polars vs. DuckDB vs. D...
by data_marsupial on Friday November 14, 2025 @06:09AM
(#45925767)
There are real advantages from having a managed data platform compared to managing everything yourself, especially if you have a large number of data teams that need to collaborate.
Re:650GB of Data (Delta Lake on S3). Polars vs. DuckDB vs. D...
by hobs on Friday November 14, 2025 @07:08AM
(#45926028)
Yep, and Databricks will have you churning and changing everything on your stack every 18 months (if you want to keep up to date at all) - its not what I would choose as a data partner unless I was just picking what all the other kids at lunch were.
Re:650GB of Data (Delta Lake on S3). Polars vs. DuckDB vs. D...
by rmnclmnt on Friday November 14, 2025 @08:12AM
(#45926399)
Until the product manager ask for the bill… then all of a sudden things get reconsidered
Re:650GB of Data (Delta Lake on S3). Polars vs. DuckDB vs. D...
by patwolf on Friday November 14, 2025 @08:52AM
(#45926691)
I worked at a company that dumped Databricks once the first bill came. I guess it was an order of magnitude more expensive than what they expected. It was less expensive to rebuild the pipeline from scratch with a different product.
Re:650GB of Data (Delta Lake on S3). Polars vs. DuckDB vs. D...
by jellyfishbeaver on Sunday November 16, 2025 @10:04AM
(#45945614)
Are there really any other managed Spark/full data platform providers that come close to the level of ergonomics and maturity of Databricks? I agree some of their features are half-baked and you can turn on some dangerous cash faucets if you don't have a very diligent administrator, but I have not come across anything that our developers (fresh grads up to seasoned Spark veterans) liked as much as Databricks.