Sigma Workbook: A Spreadsheet for Cloud Data Warehouses

04/06/2022
by   James Gale, et al.
0

Cloud data warehouses (CDWs) bring large-scale data and compute power closer to users in enterprises. However, existing tools for analyzing data in CDWs are either limited in ad-hoc transformations or difficult to use for business users. Here we introduce Sigma Workbook, a new interactive system that enables business users to easily perform visual analysis of data in CDWs at scale. For this, Sigma Workbook provides an accessible spreadsheet-like interface for analysis through direct manipulation. Sigma Workbook dynamically constructs matching SQL queries from user interactions, building on the versatility and expressivity of SQL. Constructed queries are directly executed on CDWs, leveraging the superior characteristics of the new generation CDWs, including scalability. We demonstrate Sigma Workbook through 3 real-life use cases – cohort analysis, sessionization, and data augmentation – and underline Workbook's ease of use, scalability, and expressivity.

READ FULL TEXT
research
12/01/2020

Sigma Worksheet: Interactive Construction of OLAP Queries

A new generation of cloud data warehouses has changed the landscape of i...
research
08/24/2023

Lightweight Materialization for Fast Dashboards Over Joins

Dashboards are vital in modern business intelligence tools, providing no...
research
07/09/2022

Serving Hybrid-Cloud SQL Interactive Queries at Twitter

The demand for data analytics has been consistently increasing in the pa...
research
07/06/2020

Characterizing BigBench queries, Hive, and Spark in multi-cloud environments

BigBench is the new standard (TPCx-BB) for benchmarking and testing Big ...
research
11/15/2018

Model-based Approximate Query Processing

Interactive visualizations are arguably the most important tool to explo...
research
10/19/2020

ColloQL: Robust Cross-Domain Text-to-SQL Over Search Queries

Translating natural language utterances to executable queries is a helpf...
research
01/07/2020

Monte Carlo Tree Search for Generating Interactive Data Analysis Interfaces

Interactive tools like user interfaces help democratize data access for ...

Please sign up or login with your details

Forgot password? Click here to reset