Stata Programming Release 9 by STATA

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Each replica gets stored on a different node in a cluster. So if the replication factor is 3, even if one or two nodes fail, the cluster is still available. Data is modeled in Cassandra using a hierarchy of keyspace, table, row, and column. A keyspace is conceptually similar to a database or schema in an RDBMS. It is a logical collection of tables. It represents a namespace. It is designed for controlling data replication for a set of tables. A table, also known as a column family, is conceptually similar to a table in an RDBMS.

The key difference is that a class can inherit from only one class, but it can inherit from any number of traits. An example of a trait is shown next. area Tuples A tuple is a container for storing two or more elements of different types. It is immutable; it cannot be modified after it has been created. It has a lightweight syntax, as shown next. val twoElements = ("10", true) val threeElements = ("10", "harry", true) 27 Chapter 2 ■ Programming in Scala A tuple is useful in situations where you want to group non-related elements.

They enable declarative programming. With an easy-to-use interface, they eliminate the need to manually iterate or loop through all the elements. Scala has a rich collections library that includes collections of many different types. In addition, all the collections expose the same interface. As a result, once you become familiar with one Scala collection, you can easily use other collection types. 28 Chapter 2 ■ Programming in Scala Scala collections can be broadly grouped into three categories: sequences, sets, and maps.

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