Effective Scala

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Technological development more often than not stays ahead of regulators. Each new technological advance or disruption carries risks for the stability of things and advantages for those who are at the forefront. A game of cat and mouse.

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These exceptions include ones that are thrown when resources are exhausted, binary options like OutOfMemoryError, and also JVM-level errors like NoSuchMethodError. Fatal exceptions should not be represented by Futures. These conditions are ones under which the JVM must exit.

This creates additional complexity for the programmer, and also a high degree of coupling: it’s difficult to divorce application logic from their use of the underlying resources. Threads provide a means of expressing concurrency: they give you independent, heap-sharing execution contexts that are scheduled by the operating system. However, thread creation is expensive in Java and is a resource that must be managed, typically with the use of pools.

Whatever the complexity, the following diagram contains the important distinctions for both immutable and mutable hierarchies. The collections library is large: in addition to an elaborate hierarchy — the root of which being Traversable[T] — there are immutable and mutable variants for most collections.

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Iterable[T] is any collection that may be iterated over, they provide an iterator method (and thus foreach ). Seq[T] s are collections that are ordered , Set[T] s are mathematical sets (unordered collections of unique items), and Map[T] s are associative arrays, also unordered.

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In these cases it's better to be explicit since it makes the cost model explicit, and side effects can be controlled more precisely. i.e., it computes a results and memoizes it. Use lazy fields for this purpose, but avoid using laziness when laziness is required by semantics.