db-benchmark
reproducible benchmark of database-like ops (by oscardssmith)
dataframe-api
RFC document, tooling and other content related to the dataframe API standard (by data-apis)
| db-benchmark | dataframe-api | |
|---|---|---|
| 1 | 2 | |
| 1 | 95 | |
| - | - | |
| 0.0 | 8.6 | |
| over 2 years ago | about 1 month ago | |
| R | Python | |
| Mozilla Public License 2.0 | MIT License |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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.
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.
db-benchmark
Posts with mentions or reviews of db-benchmark.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-12-16.
-
Polars: Lightning-fast DataFrame library for Rust and Python
Can you make a PR to https://github.com/oscardssmith/db-benchmark? I don't know DuckDB, so I don't know what the change would be.
dataframe-api
Posts with mentions or reviews of dataframe-api.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-05-15.
-
Introducing seaborn-polars, a package allowing to use Polars DataFrames and LazyFrames with Seaborn
Yes, with the upcoming dataframe api protocol the implementation and API will be separated for libraries that adopt that protocol.
- Polars: Lightning-fast DataFrame library for Rust and Python
What are some alternatives?
When comparing db-benchmark and dataframe-api you can also consider the following projects:
dataiter - Python classes for data manipulation
minimal-pandas-api-for-polars - pip install minimal-pandas-api-for-polars
vaex - Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML, visualization and exploration of big tabular data at a billion rows per second 🚀
polars - Dataframes powered by a multithreaded, vectorized query engine, written in Rust
Datamancer - A dataframe library with a dplyr like API