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Vaex Alternatives
Similar projects and alternatives to vaex
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polars
Dataframes powered by a multithreaded, vectorized query engine, written in Rust
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WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
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Ray
Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
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explorer
Series (one-dimensional) and dataframes (two-dimensional) for fast and elegant data exploration in Elixir
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ballista
Discontinued Distributed compute platform implemented in Rust, and powered by Apache Arrow.
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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minimal-pandas-api-for-polars
pip install minimal-pandas-api-for-polars
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rust-dataframe
Discontinued A Rust DataFrame implementation, built on Apache Arrow
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TypedTables.jl
Simple, fast, column-based storage for data analysis in Julia
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dataframe-api
RFC document, tooling and other content related to the dataframe API standard
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
vaex reviews and mentions
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preprocessing millions of records - how to speed up the processing
Try vaex, vaex, using lazy evaluation and parallel calculations, you should be fine.
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High performance (for the consumer) time series storage?
I'd recommend QuestDB. Worked with it multiple times for different algorithmic trading needs and it didn't disappoint. If you want to load data fast, I'd recommend this Python library.
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Python Pandas vs Dask for csv file reading
How about vaex?
- Polars: Lightning-fast DataFrame library for Rust and Python
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For stocks, what historical data do you store and how do you store it?
You might find vaex (https://github.com/vaexio/vaex) interesting if you work with HDF5.
- I wrote one of the fastest DataFrame libraries
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A Hybrid Apache Arrow/Numpy DataFrame with Vaex Version 4.0
My guess is that should be possible, feel free to hop onto https://github.com/vaexio/vaex/discussions !
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A note from our sponsor - InfluxDB
www.influxdata.com | 18 Apr 2024
Stats
vaexio/vaex is an open source project licensed under MIT License which is an OSI approved license.
The primary programming language of vaex is Python.