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R Data Structures and Algorithms

You're reading from   R Data Structures and Algorithms Increase speed and performance of your applications with effi cient data structures and algorithms

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Product type Paperback
Published in Nov 2016
Publisher Packt
ISBN-13 9781786465153
Length 276 pages
Edition 1st Edition
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Authors (2):
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Achyutuni Sri Krishna Rao Achyutuni Sri Krishna Rao
Author Profile Icon Achyutuni Sri Krishna Rao
Achyutuni Sri Krishna Rao
PKS Prakash PKS Prakash
Author Profile Icon PKS Prakash
PKS Prakash
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Toc

Linear indexing


Indexing is defined as the process of associating a key with data location. The basic field of a data index includes a search key and a pointer. The search key is set of attributes that is used to look up records from a file and the pointer stores the address of the data stored in memory. The index file consists of records, also known as index entries, of the form shown in Figure. 7.1:

Figure 7.1: Example of index entries

Indexing helps in organizing a large dataset. A database has the following generic properties:

  • The records are in a structured tabular format

  • Records are searched using single or a combination of keys

  • Aggregation queries such as sum, min, max, and average are used to summarize the dataset

Indexing in databases is used to enforce a uniqueness into records, which helps in speedy access of data. A database can have several filesystems associated with it by using indexing. This is shown in Figure 7.2 using a store database example. The store database consists of...

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