django-clickhouse
ibis
| django-clickhouse | ibis | |
|---|---|---|
| 1 | 23 | |
| 104 | 4,241 | |
| 0.0% | 6.5% | |
| 3.9 | 10.0 | |
| 4 months ago | 1 day ago | |
| Python | Python | |
| MIT License | Apache License 2.0 |
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django-clickhouse
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how do I store and process user interactions and footprint via DRF
Clickhouse would be a good open source alternative for analytics data. There's a django package for it here https://github.com/carrotquest/django-clickhouse
ibis
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Show HN: Hashquery, a Python library for defining reusable analysis
I really don't understand the appeal of dbt vs a proper programming language. The templating approach leads to massive spaghetti. I look forward to trying out something like Ibis [0]
0: https://ibis-project.org/
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This Week In Python
ibis – portable Python dataframe library
- Ibis: The portable Python dataframe library
- FLaNK Stack 26 February 2024
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Quarto
The main benefit is that you get a Python (or R, Julia or Rust) interpreter. So you can evaluate code. A good example of the value of this is the Ibis docs which use Quarto: https://ibis-project.org/
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Polars – A bird's eye view of Polars
Ive found polars quite intuitive, though for python, I lean more towards [ibis](https://ibis-project.org/). The interface is nearly identical, but ibis has the benefit if building sql queries before pulling any actual data (like dbplyr) — whereas polars requires the data to be in-memory (at least for rdb’s, though correct me if Im wrong)
this to me seems like a good argument for only using ibis, but Im happy to be convinced otherwise
- Ibis – Universal Interface for Data Wrangling
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Vanna.ai: Chat with your SQL database
Please add Ibis Birdbrain https://ibis-project.github.io/ibis-birdbrain/ to the list. Birdbrain is an AI-powered data bot, built on Ibis and Marvin, supporting more than 18 database backends.
See https://github.com/ibis-project/ibis and https://ibis-project.org for more details.
- Ibis
What are some alternatives?
openreplay - Session replay and analytics tool you can self-host. Ideal for reproducing issues, co-browsing with users and optimizing your product.
snowflake-connector-python - Snowflake Connector for Python
ClickHouse - ClickHouse® is a free analytics DBMS for big data
PySpark-Boilerplate - A boilerplate for writing PySpark Jobs
Druid - Apache Druid: a high performance real-time analytics database.
Apache Impala - Apache Impala
csv2clickhouse - Fast way to upload data from CSV files into ClickHouse. This script automates the process of creating database and tables in ClickHouse and uploading data from CSV files into those tables.
pangres - SQL upsert using pandas DataFrames for PostgreSQL, SQlite and MySQL with extra features
Django - The Web framework for perfectionists with deadlines.
sqlite_scanner - DuckDB extension to read and write to SQLite databases
Sentry - Developer-first error tracking and performance monitoring
katacoda