Top 5 C++ Analytic Projects
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There's ksqldb (open source, built with java) and materialize (there's standalone edition), both need to use Kafka/RedPanda, also Clickhouse (open source, with materialize view with specific engine, but need to buffer the inserts using proxy like KittenHouse or buffering library like ch-timed-buffer), is there any other alternative to those 3 (that similarly doesn't do full scan to do aggregation)?
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perspective
A data visualization and analytics component, especially well-suited for large and/or streaming datasets.
Try this project I work on, https://perspective.finos.org/ . It comes with a Python library (that runs the exact same engine/code as in the wasm version), and even a JupyterLab plugin. You can run the engine fully in-python, in-Javascript (via wasm), or replicated between the two.
Standalone Python virtual server example https://github.com/finos/perspective/tree/master/examples/to...
JupyterLab demo on Binder https://mybinder.org/v2/gh/finos/perspective/master?urlpath=...
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Scout APM
Scout APM: A developer's best friend. Try free for 14-days. Scout APM uses tracing logic that ties bottlenecks to source code so you know the exact line of code causing performance issues and can get back to building a great product faster.
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https://github.com/duckdb/duckdb/pull/1569
In general, I also think that SQL is still abstracting a lot of the complexity you would have to handle in an imperative language. These holistic moving averages are actually a great example of why I love SQL! I just learn the WINDOW functions syntax once and it works for many queries.
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Check out more blog posts on how to securely process data with MC² Project. We would love your contributions ✋ and support ⭐! Please check out the Github repo to see how you can contribute. No contribution is too small.
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Project mention: Extremely-Fast Interactive Big Data Analytics | reddit.com/r/CKsTechNews | 2021-03-27
C++ Analytics related posts
- Fast Moving Holistic Aggregates
- How to speed up ClickHouse queries using materialized columns
- To what extent do you use SQL in your job?
- How to speed up ClickHouse queries using materialized columns
- What is this “technology” called?
- Perspective 1.0.0, an open source BI tool built on WebAssembly
- How to organize my emails into one cohesive and query-able archive? Several mailboxes and 40GBs of emails. 15 years of records. Any advice appreciated.
Index
What are some of the best open-source Analytic projects in C++? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | ClickHouse | 20,659 |
| 2 | perspective | 3,944 |
| 3 | duckdb | 3,905 |
| 4 | mc2 | 196 |
| 5 | nebula | 72 |
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