Is it me or is this just a piece of feces application? This is the last time I try this application in Linux - never had any problems in Windows - it always started in minutes not hours! I did a complete uninstall and went thru and deleted everything left behind, including the kernel module - which I reinstalled each time. This is my 5th attempt in trying to start VBox.

“DuckDB has been able to kind of strip all that away by being an in-process database, and that means that you basically can marshal data in and out of your application, or your data frames, with the minimum of data movements,” he says.Hour 7 or 8, I don’t exactly remember when I started. For the most part, that's not what should drive people to use one of these systems versus the other,” Tigani says.Īdded to that, the server machinery and infrastructure around these systems can “be really quite crufty,” he adds. Snowflake, Redshift, BigQuery, and Synapse are all probably within a factor of two in performance right now. There will be a convergence around the performance of all these systems. “At some point, there are no magic beans left.

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The scale-out approach led to the boom in cloud-based analytics systems like Snowflake, BigQuery, Synapse and Redshift. The important thing about DuckDB is that it's a scale-up system, contrary to the received wisdom of the last 15 years of analytics, embodied in the first generation of so called big data systems based on the Hadoop Distributed File System.

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