![]() The entire Infrastructure with over a thousand machines is managed by a complex software stack. Scalability: To provide consumers with true Scalability and consistent Performance, Google BigQuery leverages Massively Parallel Computing and a Highly Scalable Secure Storage Engine.Some of the key features of Google BigQuery are as follows: BigQuery ML enables users to develop and train various Machine Learning Models by using built-in SQL capabilities to query data from the desired database. It further provides support for Machine Learning operations by allowing users to take advantage of BigQuery ML functionality. ![]() It also makes use of different data models that gives users the ability to store dynamic data. Google utilizes its existing Cloud architecture to successfully manage a serverless design. Google BigQuery is Serverless and built to be highly scalable. In addition, it houses a comprehensive SQL layer that supports fast processing for a diverse range of analytical queries and has strong integration support with numerous Google applications and services such as Google Sheets, Google Drive, etc. Google BigQuery is a robust and fully managed Data Warehousing Service from Google, based on a Massively Parallel Processing Architecture that allows users to query enormous amounts of data in real-time. Introduction to Google BigQuery Image Source Basic hands-on experience with Google Cloud Console.Read along to learn more about the process of data migration from JSON to BigQuery! Prerequisites You will also learn about the steps involved in migrating data from JSON to BigQuery in the simplest manner. Upon a complete walkthrough of this article, you will gain a decent understanding of Google BigQuery along with the salient features that it offers. Steps to Load Data from JSON to BigQueryĪs JavaScript has influenced software trends over the last decade, JSON continues to get more attention than any other data exchange format which is the reason most of the data stored today by companies are often in JSON format and you might often need to migrate data from JSON to BigQuery.Required Permissions to Load Data from JSON to BigQuery.
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