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Immutable data structures are the answer.
That's why ImmutableJS, for example, sticks to a more object-based style of interacting with immutable data.
I need immutable data ?
With Observables and Immutable data, it gets nicer and interesting.
Immutable data nodes are regular data nodes which only support the get operation.
It is important to note that the builder was designed to work on immutable data structures.
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Looking ahead at the syllabus, the next few weeks will involve reasoning about functions and immutable objects, core data structures in Scala and utilising functional techniques such as pattern matching.
Ideally, most algorithms would then work solely with the immutable interface of a data type, thereby guaranteeing via the type system that no inplace mutation will occur.
Apache Spark has an RDD (Resilient Distributed Dataset) an immutable distributed collection of data, partitioned across nodes in a cluster that can be operated in parallel.
By placing all the information about services or complex manufacturing and assembly processes on a private, permissioned blockchain, the idea is that a company can create an "immutable" audit trail of data.
Firstly, genomic data are immutable; other than a relatively small number of somatic mutations, an individual's DNA sequence does not markedly change over time.
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