[PDF] Schema Inference for Massive JSON Datasets - OpenProceedings.org
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Mar 21, 2017 · In this paper we deal with the problem of inferring a schema from massive JSON datasets. Our main goal in this work is to infer structural ...
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We aim at devising, studying and implementing a schema inference algorithm for large data sets represented by means of JSON [3], one of the most used data ...
Apr 2, 2020 · Schema inference, therefore, becomes a crucial operation enabling the formulation of meaningful queries and the adoption of well-known schema- ...
Recent years have seen the widespread use of JSON as a data format to represent massive data collections. JSON data collections are usually schemaless.
This paper identifies a JSON type language which is simple and, at the same time, expressive enough to capture irregularities and to give complete ...
May 21, 2024 · This lightning-fast JSON schema inference engine can generate schemas from gigabytes of JSON data in mere seconds.
[PDF] Parametric Schema Inference for Massive JSON Datasets - ARPI
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In this paper we deal with the problem of inferring a schema from massive JSON datasets. Our main goal in this work is to infer structural properties of JSON ...
Jan 5, 2019 · In this paper, we deal with the problem of inferring a schema from massive JSON datasets. We first identify a JSON type language which is simple and, at the ...
Our schemas are represented in JSON following a simple rule: every type T is mapped to a record R which contains: a mandatory field labelled "__Kind" ...
Oct 22, 2024 · In this paper we sketch a typing algorithm for JSON datasets. Our approach can be used to infer a succinct type from scratch for a collection of ...