I'm working on an open-source Java library that will allow one to compute certain quantities, such as Gini index, of an attribute that takes on a finite number of values. (Formally, it computes the Gini index of the discrete distribution associated with the attribute A
, but this is not relevant here.)
For example, one will be able to do the following
String[] namesArray = {"primary_school", "high_school", "university"};
Calculator<String> calc =new Calculator<String>(namesArray);
// p.getEducationLevel() returns `"primary_school"`, `"high_school"`, or `"university"`.
for (Person p : peopleCollection) {
calc.increment(p.getEducationLevel());
}
// e.g. the Gini index of the distribution
double currentStat = calc.getCurrentValue();
The idea is to allow users of the library to use their own type to refer to attribute values; in this case, I am using strings (eg "primary_school"
). But I might want to use integers or even my own type AttributeValue
.
I solve this by defining
public class Calculator<T> {
/* ... */
}
However, using generics causes some problems in the implementation: for example, if I want to maintain a collection of pairs of type (T, double)
, I have to do nasty type casts:
public class Calculator<T>
/* ... */
private Queue<StreamElement<T>> slidingWindow;
/* ... */
class StreamElement<T> {
private T label;
private double value;
StreamElement(T label, double value) {
this.label = label;
this.value = value;
}
public T getLabel() {
return label;
}
public double getValue() {
return value;
}
}
/* ... */
slidingWindow.add(new StreamElement<T>(label, value));
if (slidingWindow.size() > windowSize) {
StreamElement lastElement = slidingWindow.remove();
// XXX: Nasty type cast
decrement((T)lastElement.getLabel(), lastElement.getValue());
}
/* ... */
}
Here is the warning produced by javac
:
Calculator.java:163: warning: [unchecked] unchecked cast
decrement((T)lastElement.getLabel(), lastElement.getValue());
^
required: T
found: Object
where T is a type-variable:
T extends Object declared in class Calculator
1 warning
Update. If I do not do the type cast, I get
Calculator.java:163: error: no suitable method found for decrement(Object,double)
decrement(lastElement.getLabel(), lastElement.getValue());
^
method Calculator.decrement(T) is not applicable
(actual and formal argument lists differ in length)
method Calculator.decrement(T,double) is not applicable
(actual argument Object cannot be converted to T by method invocation conversion)
where T is a type-variable:
T extends Object declared in class Calculator
1 error
Questions:
Label
which user could extend to MyLabel
and then use MyLabel
for attribute values? This means that Calculator
would no longer be a generic type; in the implementation we'd have class StreamElement { Label label; /* ... */ }
class StreamElement { Label label; /* ... */ }
et cetera. I think you just made some mistake.
This is the correct implementation:
/* ... */
slidingWindow.add(new StreamElement<T>(label, value));
if (slidingWindow.size() > windowSize) {
// Don't forget the generic argument at StreamElement
StreamElement<T> lastElement = slidingWindow.remove();
decrement(lastElement.getLabel(), lastElement.getValue());
}
/* ... */
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