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Exploring Alternatives to REST for Accessing Public Data Sets

  Рет қаралды 129

Rohan Alexander

Rohan Alexander

Күн бұрын

Chiara Alcantara, Franklin Ramirez, Helena Xu, University of Waterloo
17 November 2023
"Exploring Alternatives to REST for Accessing Public Data Sets"
In the past decade, governments, non-profits, and other civic institutions have increasingly been sharing data on a wide range of topics, supporting various sectors of society from private enterprise to academic research. However, using this data in a programmatic and reproducible fashion is hampered by the myriad nature of the APIs provided to access it. In this talk, we explore one potential alternative to the predominant REST paradigm: storing tabular data in the open Parquet file format on publicly accessible endpoints. By using this standardized file format and a simple backing infrastructure, new tools based on Apache Arrow, such as DuckDB and Polars, can be used to build reusable front ends and other cost-effective solutions. We present a case study based on Statistics Canada’s library of public data sets, showcasing how such a system can simplify initial selection and filtering through common SQL queries.
Chiara, Franklin, and Helena are second-year computer science students at the University of Waterloo who are interested in applying new software and data engineering tooling to increase the accessibility of public data sets.

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