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Tpch Alternatives
Similar projects and alternatives to tpch
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Pandas
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
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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.
tpch reviews and mentions
- pandas 2.0 is coming out soon
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Pandas 2.0 Released
I did run the benchmarks on TPC-H: https://github.com/pola-rs/tpch/pull/36
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Pandas v2.0 Released
Polars author here. I have run the TPC-H benchmark against polars and pandas 2.0 backed by arrow types.
https://github.com/pola-rs/tpch/pull/36
Pandas having arrow as backend is great and will make interop with the arrow community (and polars) much better.
However, if you need performance, polars remains orders of magnitudes faster on whole queries, changing to the arrow memory format does not change that.
- Polars vs Pandas
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From NumPy to Arrow: How Pandas 2.0 is Changing Data Processing for the Better
/u/ritchie46 maintains a repo using the more realistic TPC-H benchmarks. He just merged a PR with the pandas-back-by-arrow numbers (https://github.com/pola-rs/tpch/pull/36) and still, `polars` is miles ahead in terms of performance.
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A note from our sponsor - SaaSHub
www.saashub.com | 3 May 2024
Stats
pola-rs/tpch is an open source project licensed under MIT License which is an OSI approved license.
The primary programming language of tpch is C.
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