An introduction to Ibis

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In this video, we'll learn how to query ClickHouse with Ibis, an open-source Python data frame library that works with multiple data systems.
We'll load one of the example datasets before writing queries against it using Ibis' Pythonic API. We'll also learn how to query the sample datasets in the ClickHouse playground.
#ibis #clickhouse
Ibis - ibis-project.org/

Опубликовано:

15 сен 2024

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Комментарии : 8

@markus-sagen Месяц назад

Great video! Very informative and to the point

@andrey_m0s Месяц назад

Ibis. Could you compare the purpose of this library with duckdb, pandas, chdb etc.

@ClickHouseDB Месяц назад

It could sit on top of any of those and allow you to switch out the underlying data source (if you wanted to do that). I quite like its API and how it lets you compose parts of your query together. But as I showed a few minutes in, the queries it comes up with can be a bit complicated. [Mark]

@AbhishekVaid Месяц назад

Such a useless video. The author is just talking and talking without caring to explain what's happening. Looks like a typical employee, who just wants to prove to their manager that since I posted the video, my job is done for the week !

@ClickHouseDB Месяц назад

Hey Abishek - I thought I did explain what it was doing at this point in the video - ru-vid.com/video/%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE-9RRP0kc1rh8.html Effectively, Ibis is converting the API calls to SQL, executing the SQL query against ClickHouse, and then converting the results back into a DataFrame. [Mark]

@markus-sagen Месяц назад

Did you watch a different video?