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data_cubes's Introduction

Purpose is to provide a framework for giving analyst or any application end-user understandable and natural way of presenting the multidimensional data. One of the main features is the logical model, which serves as abstraction over physical data to provide end-user layer.

Features:

  • OLAP and aggregated browsing (default backend is for relational databse - ROLAP)
  • multidimensional analysis
  • logical view of analysed data - how analysts look at data, how they think of data, not not how the data are physically implemented in the data stores
  • hierarchical dimensions (attributes that have hierarchical dependencies, such as category-subcategory or country-region)
  • localizable metadata and data
  • SQL query generator for multidimensional aggregation queries
  • OLAP server – HTTP server based on Flask Blueprint, can be easily integrated into your application.

OLAP数据粘合剂

data_cubes

pip freeze requirements.txt

参考文献

Working with Transactions and the DBAPI — SQLAlchemy 2.0 Documentation

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