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Prosto is a data processing toolkit radically changing how data is processed by heavily relying on functions and operations with functions - an alternative to map-reduce and join-groupby

21 mentions on Hacker News by 2 people: 1 story, 20 comments · first 2020-07-31 · latest 2023-03-08

Mentions per year 21 mentions · busiest year 2021 (9)
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  1. …and I hope that additional features and additional information will make it really popular. [0] https://github.com/asavinov/prosto Prosto is a data processing toolkit radically changing how data is processed by heavily relying on functions…
    comment by asavinov · 2023-03-08 · in Show HN: Plato – Airtable for your SQL database
  2. …Join Considered Harmful https://www.researchgate.net/publication/301764816_Joins_vs_... [2] https://github.com/asavinov/prosto data processing toolkit radically changing how data is processed by heavily relying on functions and operations…
    comment by asavinov · 2022-06-30 · in Show HN: PRQL 0.2 – a better SQL
  3. …simpler and more intuitive. This approach was implemented in the Prosto data processing toolkit: https://github.com/asavinov/prosto
    comment by asavinov · 2022-04-01 · in Excel 2.0 – Is there a better visual data model than a grid of cells?
  4. …logic of set processing. A similar approach is implemented in the Prosto data processing toolkit: https://github.com/asavinov/prosto Although Prosto is viewed as an alternative to Map-Reduce by relying on functions , it also supports…
    comment by asavinov · 2022-01-26 · in Show HN: SPyQL – SQL with Python in the middle
  5. …this model in the Prosto data processing toolkit which is an alternative to map-reduce and SQL: https://github.com/asavinov/prosto It defines data transformations as operations with columns in multiple tables. Since we use mathematical…
    comment by asavinov · 2021-11-13 · in Show HN: Tablum.io – No-Code Self-Service BI/Data Analytics Tool
  6. …Prosto data processing toolkit which also relies on column operations defined via Python functions: https://github.com/asavinov/prosto However, Prosto allows for data processing via column operations in many tables (implemented as pandas…
    comment by asavinov · 2021-11-10 · in Show HN: Hamilton, a Microframework for Creating Dataframes
  7. …sets) which is implemented in Prosto data processing toolkit [0] and (new) Column-SQL [1]. [0] https://github.com/asavinov/prosto Prosto is a data processing toolkit - an alternative to map-reduce and join-groupby [1]…
    comment by asavinov · 2021-07-10 · in Against SQL
  8. …data processing toolkit [0] and Column-SQL[1] is a syntactic way to define its operations. [0] https://github.com/asavinov/prosto Prosto is a data processing toolkit - an alternative to map-reduce and join-groupby [1]…
    comment by asavinov · 2021-07-10 · in Against SQL
  9. ▲ 6
    Show HN: Functions matter – an alternative to SQL and map-reduce data processing
    story by asavinov · 2021-05-10 · 2 comments
  10. …processing data using functions https://www.researchgate.net/publication/337336089_Concept-o... [3] https://github.com/asavinov/prosto Prosto is a data processing toolkit radically changing how data is processed by heavily relying on…
    comment by asavinov · 2021-04-30 · in Category theory is a universal modeling language
  11. …arXiv:1911.07225 [cs.DB], 2019 https://www.researchgate.net/publication/337336089_Concept-o... [2] https://github.com/asavinov/prosto Prosto Data Processing Toolkit: No join-groupby, No map-reduce [3] https://en.wikipedia.org/wiki/Universal…
    comment by asavinov · 2021-04-10 · in NoSQL Data Modeling Techniques (2012)
  12. …libraries which however rely on a different data processing conception (alternative to map-reduce): https://github.com/asavinov/prosto - Functions matter! No join-groupby, No map-reduce. https://github.com/asavinov/lambdo - Feature…
    comment by asavinov · 2021-01-22 · in Why isn't differential dataflow more popular?
  13. …as opposed to traditional approaches based on only set operations. A new implementation is here: https://github.com/asavinov/prosto - Functions matter! No join-groupby, No map-reduce. Yet, currently incremental evaluation is implemented…
    comment by asavinov · 2021-01-22 · in Why isn't differential dataflow more popular?
  14. …at last! (Currently, it is not actively developed and the focus is moved to a similar project - https://github.com/asavinov/prosto - also aimed at data preprocessing and feature engineering)
    comment by asavinov · 2020-12-23 · in Show HN: Feature Processing in Go
  15. …in SQL. An alternative to SQL, join-groupby, and map-reduce is developed in the Prosto library: - https://github.com/prostodata/prosto Functions matter! No join-groupby, No map-reduce. It is a layer over pandas and its main distinguishing…
    comment by prostodata · 2020-10-24 · in Show HN: Csql – Python lib for composeable SQL queries
  16. …//prosto.readthedocs.io/en/latest/text/why.html [2] Functions matter! No join-groupby, No map-reduce. https://github.com/prostodata/prosto
    comment by prostodata · 2020-10-10 · in A Short Story About SQL’s Biggest Rival
  17. …functions are first class elements of the model. One version of it is implemented in this project: https://github.com/prostodata/prosto - Functions matter! No join-groupby, No map-reduce
    comment by prostodata · 2020-10-09 · in A Short Story About SQL’s Biggest Rival
  18. …and is an alternative to purely set-oriented approaches like map-reduce or join-groupby (sql): https://github.com/prostodata/prosto - Functions matter!
    comment by prostodata · 2020-10-05 · in Principles of Data Oriented Programming
  19. …feature selection and generic transformations. Examples: https://github.com/blue-yonder/tsfresh or https://github.com/prostodata/prosto Which approach will win is not clear.
    comment by prostodata · 2020-09-21 · in Sktime: A Unified Python Toolbox for Machine Learning with Time Series
  20. …functions and function operations [1]. Here you can find an implementation of this approach: https://github.com/prostodata/prosto Prosto is a data processing toolkit radically changing how data is processed by using both sets and functions…
    comment by prostodata · 2020-08-11 · in We Can Do Better Than SQL
  21. …One way to process data without joins and groupy in multiple tables is to use Prosto toolkit: https://github.com/prostodata/prosto It is an alternative to SQL, MapReduce and other classical approaches by radically changing how data is…
    comment by prostodata · 2020-07-31 · in Launch HN: BaseDash (YC S20) – Edit your database with the ease of a spreadsheet