python-bigquery-pandas
Google BigQuery connector for pandas (by googleapis)
ibis
the portable Python dataframe library (by ibis-project)
| python-bigquery-pandas | ibis | |
|---|---|---|
| 1 | 23 | |
| 422 | 4,271 | |
| 1.9% | 7.1% | |
| 8.1 | 10.0 | |
| 7 days ago | 5 days ago | |
| Python | Python | |
| BSD 3-clause "New" or "Revised" License | Apache 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.
python-bigquery-pandas
Posts with mentions or reviews of python-bigquery-pandas.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-03-01.
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We are the developers behind pandas, currently preparing for the 2.0 release :) AMA
I'm not sure if there is already support for all Arrow complex types in pandas 2.0, but we have some support of lists for sure, and I think structs too. For the bigquery part, I think you can ask this to the developers of this repo: https://github.com/googleapis/python-bigquery-pandas We basically wrap that library with the read_gbq() function. but there is not much big query specific in pandas other than that, so not much idea.
ibis
Posts with mentions or reviews of ibis.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2024-03-17.
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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