tidyquery
cloki-go-legacy


tidyquery | cloki-go-legacy | |
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2 | 2 | |
167 | 33 | |
- | - | |
0.0 | 1.4 | |
about 2 years ago | almost 3 years ago | |
R | Go | |
Apache License 2.0 | GNU Affero General Public License v3.0 |
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tidyquery
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Can "dplyr" code automatically be converted to SQL code?
tidyquery
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ClickHouse as an alternative to Elasticsearch for log storage and analysis
> SQL is a perfect language for analytics.
Slightly off topic, but I strongly agree with this statement and wonder why the languages used for a lot of data science work (R, Python) don't have such a strong focus on SQL.
It might just be my brain, but SQL makes so much logical sense as a query language and, with small variances, is used to directly query so many databases.
In R, why learn the data.tables (OK, speed) or dplyr paradigms, when SQL can be easily applied directly to dataframes? There are libraries to support this like sqldf[1], tidyquery[2] and duckdf[3] (author). And I'm sure the situation is similar in Python.
This is not a post against great libraries like data.table and dplyr, which I do use from time to time. It's more of a question about why SQL is not more popular as the query language de jour for data science.
[1] https://cran.r-project.org/web/packages/sqldf/index.html
[2] https://github.com/ianmcook/tidyquery
[3] https://github.com/phillc73/duckdf
cloki-go-legacy
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ClickHouse as an alternative to Elasticsearch for log storage and analysis
I just there was a foss loki-like solution built on ch - that was stable and used in production.
I know there's a few projects (see below) - but I'm not aware of anything mature..
https://github.com/QXIP/cloki-go
https://github.com/lmangani/cloki
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Elasticsearch is dead, long live Open Distro for Elasticsearch
There's also Cloki, which offers the same Loki APIs but stores data in ClickHouse. It looks interesting.
https://github.com/qxip/cloki-go
Disclaimer: I work on ClickHouse at Altinity.
What are some alternatives?
duckdf - 🦆 SQL for R dataframes, with ducks
opendistro-build - 🧰 Open Distro Build Scripts
tidylog - Tidylog provides feedback about dplyr and tidyr operations. It provides wrapper functions for the most common functions, such as filter, mutate, select, and group_by, and provides detailed output for joins.
clickhousedb_fdw - PostgreSQL's Foreign Data Wrapper For ClickHouse
tidyverse - Easily install and load packages from the tidyverse
ClickHouse - ClickHouse® is a real-time analytics database management system
janitor - simple tools for data cleaning in R
meilisearch-js-plugins - The search client to use Meilisearch with InstantSearch.
tidyquant - Bringing financial analysis to the tidyverse
ecto - A toolkit for data mapping and language integrated query.

