Added fixes after review. Changed example pattern application to thre…

…at detection domain

filterer/README.MD

@@ -1,6 +1,6 @@
 --- # this is so called 'Yaml Front Matter', read up on it here: http://jekyllrb.com/docs/frontmatter/
 layout: pattern
-title: Filterer Pattern
+title: Filterer
 folder: filterer
 permalink: /patterns/filterer/
 description: Design pattern that helps container-like objects to return filtered version of themselves.# short meta description that shows in Google search results
@@ -11,15 +11,173 @@ tags:
 ---
 
 ## Name / classification
-Filterer Pattern
+Filterer
 
 ## Intent
 The intent of this design pattern is to to introduce a functional interface that will add a functionality for container-like objects to easily return filtered versions of themselves.
 
 ## Explanation
-The container-like object needs to have a method that returns an instance of `Filterer`. This helper interface gives 
+Real world example
+
+> We are designing a threat(malware) detection system. We can have different types of threats and systems. We have a requirement that
+> system should be aware of threats that are present in it. In the design we have to take into consideration that new Threat types can be
+> added later. Also there is a requirement that a system can filter itself based on the threats that it possesses (system acts as container-like object for threats).
+>
+
+In plain words
+
+> We need to be able to filter different types of systems(container-like objects) based on properties of Threats that they contain.
+> Adding new properties for Threats should be easy (we still need the ability to filter by those new properties).
+
+**Programmatic Example**
+
+To model the threat detection example presented above we introduce `Threat` and `ThreatAwareSystem` interfaces.
+
+```java
+public interface Threat {
+  String name();
+  int id();
+  ThreatType type();
+}
+
+public interface ThreatAwareSystem {
+  String systemId();
+  List<? extends Threat> threats();
+  Filterer<? extends ThreatAwareSystem, ? extends Threat> filtered();
+
+}
+```
+Notice the `filtered` method that returns instance of `Filterer` interface which is defined as :
+```java
+@FunctionalInterface
+public interface Filterer<G, E> {
+  G by(Predicate<? super E> predicate);
+}
+```
+it is used to fulfill the requirement for system to be able to filter itself based on threat properties.
+The container-like object (`ThreatAwareSystem` in our case) needs to have a method that returns an instance of `Filterer`. This helper interface gives 
 ability to covariantly specify a lower bound of contravariant `Predicate` in the subinterfaces of interfaces representing the container-like objects.
 
+In our example we will be able to pass a predicate that takes `? extends Threat` object and return `?  extends ThreatAwareSystem`
+from `Filtered::by` method. A simple implementation of `ThreadAwareSystem` :
+```java
+public class SimpleThreatAwareSystem implements ThreatAwareSystem {
+
+  private final String systemId;
+  private final ImmutableList<Threat> issues;
+
+  public SimpleThreatAwareSystem(final String systemId, final List<Threat> issues) {
+    this.systemId = systemId;
+    this.issues = ImmutableList.copyOf(issues);
+  }
+
+  @Override
+  public String systemId() {
+    return systemId;
+  }
+
+  @Override
+  public List<? extends Threat> threats() {
+    return new ArrayList<>(issues);
+  }
+
+  @Override
+  public Filterer<? extends ThreatAwareSystem, ? extends Threat> filtered() {
+    return this::filteredGroup;
+  }
+
+  private ThreatAwareSystem filteredGroup(Predicate<? super Threat> predicate) {
+    return new SimpleThreatAwareSystem(this.systemId, filteredItems(predicate));
+  }
+
+  private List<Threat> filteredItems(Predicate<? super Threat> predicate) {
+    return this.issues.stream()
+            .filter(predicate)
+            .collect(Collectors.toList());
+  }
+}
+```
+the `filtered` method is overridden to filter the threats list by given predicate.
+
+Now if we introduce new subtype of `Thread` interface that adds probability with which given thread can appear :
+```java
+public interface ProbableThreat extends Threat {
+  double probability();
+}
+```
+we can also introduce a new interface that represents a system that is aware of threats with their probabilities :
+````java
+public interface ProbabilisticThreatAwareSystem extends ThreatAwareSystem {
+  @Override
+  List<? extends ProbableThreat> threats();
+
+  @Override
+  Filterer<? extends ProbabilisticThreatAwareSystem, ? extends ProbableThreat> filtered();
+}
+````
+Notice how we override the `filtered` method in `ProbabilisticThreatAwareSystem` and specify different return covariant type
+by specifing different generic types. Our interfaces are clean and not cluttered by default implementations. We
+we will be able to filter `ProbabilisticThreatAwareSystem` by `ProbableThreat` properties :
+```java
+public class SimpleProbabilisticThreatAwareSystem implements ProbabilisticThreatAwareSystem {
+
+  private final String systemId;
+  private final ImmutableList<ProbableThreat> threats;
+
+  public SimpleProbabilisticThreatAwareSystem(final String systemId, final List<ProbableThreat> threats) {
+    this.systemId = systemId;
+    this.threats = ImmutableList.copyOf(threats);
+  }
+
+  @Override
+  public String systemId() {
+    return systemId;
+  }
+
+  @Override
+  public List<? extends ProbableThreat> threats() {
+    return threats;
+  }
+
+  @Override
+  public Filterer<? extends ProbabilisticThreatAwareSystem, ? extends ProbableThreat> filtered() {
+    return this::filteredGroup;
+  }
+
+  private ProbabilisticThreatAwareSystem filteredGroup(final Predicate<? super ProbableThreat> predicate) {
+    return new SimpleProbabilisticThreatAwareSystem(this.systemId, filteredItems(predicate));
+  }
+
+  private List<ProbableThreat> filteredItems(final Predicate<? super ProbableThreat> predicate) {
+    return this.threats.stream()
+            .filter(predicate)
+            .collect(Collectors.toList());
+  }
+}
+```
+
+Now if we want filter `ThreatAwareSystem` by threat type we can do :
+```java
+Threat rootkit = new SimpleThreat(ThreatType.ROOTKIT, 1, "Simple-Rootkit");
+Threat trojan = new SimpleThreat(ThreatType.TROJAN, 2, "Simple-Trojan");
+List<Threat> threats = List.of(rootkit, trojan);
+
+ThreatAwareSystem threatAwareSystem = new SimpleThreatAwareSystem("System-1", threats);
+
+ThreatAwareSystem rootkitThreatAwareSystem = threatAwareSystem.filtered()
+           .by(threat -> threat.type() == ThreatType.ROOTKIT);
+```
+or if we want to filter `ProbabilisticThreatAwareSystem` :
+```java
+ProbableThreat malwareTroyan = new SimpleProbableThreat("Troyan-ArcBomb", 1, ThreatType.TROJAN, 0.99);
+ProbableThreat rootkit = new SimpleProbableThreat("Rootkit-System", 2, ThreatType.ROOTKIT, 0.8);
+List<ProbableThreat> probableThreats = List.of(malwareTroyan, rootkit);
+
+ProbabilisticThreatAwareSystem simpleProbabilisticThreatAwareSystem =new SimpleProbabilisticThreatAwareSystem("System-1", probableThreats);
+
+ProbabilisticThreatAwareSystem filtered = simpleProbabilisticThreatAwareSystem.filtered()
+           .by(probableThreat -> Double.compare(probableThreat.probability(), 0.99) == 0);
+```
 ## Class diagram
 ![Filterer](./etc/filterer.png "Filterer")
 
@@ -34,11 +192,11 @@ It enables you to easily extend filtering ability of container-like objects as b
 ## Known uses
 One of the uses is present on the blog presented in this link. It presents how to use `Filterer` pattern to create text issue anaylyzer with support for test cases used for unit testing.
 
-## Consequences (the good and the bad, add criticism here)
-Good :
+## Consequences
+Pros :
  * you can easily introduce new subtypes for container-like objects and subtypes for objects that are contained within them and still be able to filter easily be new properties of those new subtypes.
 
-Bad :
+Cons :
  * covariant return types mixed with generics can be sometimes tricky
 
 ## Credits