ibis
nodejs-polars
Our great sponsors
| ibis | nodejs-polars | |
|---|---|---|
| 23 | 2 | |
| 4,074 | 310 | |
| 7.9% | 11.6% | |
| 10.0 | 8.4 | |
| 7 days ago | 4 days ago | |
| Python | TypeScript | |
| Apache License 2.0 | MIT License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
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
nodejs-polars
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Using Deno with Jupyter Notebook to build a data dashboard
Polars: A blazingly fast DataFrame library written in Rust for data manipulation and analysis
- Goodbye, Node.js Buffer
What are some alternatives?
snowflake-connector-python - Snowflake Connector for Python
arquero - Query processing and transformation of array-backed data tables.
PySpark-Boilerplate - A boilerplate for writing PySpark Jobs
falcon - Brushing and linking for big data
Apache Impala - Apache Impala
proposal-async-iterator-helpers - Methods for working with async iterators in ECMAScript
pangres - SQL upsert using pandas DataFrames for PostgreSQL, SQlite and MySQL with extra features
proposal-array-from-async - Draft specification for a proposed Array.fromAsync method in JavaScript.
sqlite_scanner - DuckDB extension to read and write to SQLite databases
proposal-arraybuffer-base64 - TC39 proposal for Uint8Array<->base64/hex
katacoda
parquet-wasm - Rust-based WebAssembly bindings to read and write Apache Parquet data