dataframe-api
RFC document, tooling and other content related to the dataframe API standard (by data-apis)
db-benchmark
reproducible benchmark of database-like ops (by oscardssmith)
| dataframe-api | db-benchmark | |
|---|---|---|
| 2 | 1 | |
| 95 | 1 | |
| - | - | |
| 8.6 | 0.0 | |
| about 1 month ago | over 2 years ago | |
| Python | R | |
| MIT License | Mozilla Public License 2.0 |
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.
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
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.
What are some alternatives?
When comparing dataframe-api and db-benchmark you can also consider the following projects:
minimal-pandas-api-for-polars - pip install minimal-pandas-api-for-polars
dataiter - Python classes for data manipulation
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
dtplyr - Data table backend for dplyr
dataframe-api vs minimal-pandas-api-for-polars
db-benchmark vs dataiter
dataframe-api vs dataiter
db-benchmark vs vaex
dataframe-api vs polars
db-benchmark vs polars
dataframe-api vs Datamancer
db-benchmark vs minimal-pandas-api-for-polars
dataframe-api vs dtplyr
db-benchmark vs dtplyr
dataframe-api vs vaex
db-benchmark vs Datamancer