工作之余檢查寫(xiě)完的代碼之后,發(fā)現(xiàn)代碼有一些需要優(yōu)化,剛好使用JDK8推出的函數(shù)式編程優(yōu)化了代碼(Lambda+Function),在這里分享給大家。如有錯(cuò)誤,謝謝指出!
1. 需求:
從一個(gè)People集合中獲取userDefineFields集合中的對(duì)應(yīng)FieldType的Value
2. 基本代碼如下:
- JavaBean:People、UserDefineField
@Data
@NoArgsConstructor
@ToString
@AllArgsConstructor
public class UserDefineField {
private String fieldType;
private String vaule;
}
@Data
@NoArgsConstructor
@ToString
@AllArgsConstructor
public class People {
private List<UserDefineField> userDefineFields;
}
- Init Data
List<People> peoples = new ArrayList<>();
List<UserDefineField> userDefineFields1 = new ArrayList<>();
userDefineFields1.add(new UserDefineField("EN", "英語(yǔ)"));
userDefineFields1.add(new UserDefineField("CN", "中文"));
userDefineFields1.add(new UserDefineField("SC", "簡(jiǎn)體中文"));
userDefineFields1.add(new UserDefineField("TC", "繁體中文"));
List<UserDefineField> userDefineFields2 = new ArrayList<>();
userDefineFields2.add(new UserDefineField("JN", "日語(yǔ)"));
userDefineFields2.add(new UserDefineField("FC", "法語(yǔ)"));
People people1 = new People(userDefineFields1);
People people2 = new People(userDefineFields2);
peoples.add(people1);
peoples.add(people2);
首先我們先看一段未優(yōu)化的代碼:
// 獲取每個(gè)userDefineFields中的fieldType為EN、SC、FC的value
public class Test {
public static void main(String[] args) {
// init data ....
for (People people : peoples) {
String en = getValueForFieldType(people.getUserDefineFields(), "en");
String sc = getValueForFieldType(people.getUserDefineFields(), "sc");
String fc = getValueForFieldType(people.getUserDefineFields(), "fc");
System.out.println(en + "-" + sc + "-" + fc);
}
}
private String getValueForFieldType(List<UserDefineField> userDefineFields, String fieldType) {
String result = "";
if (!userDefineFields.isEmpty()) {
for (UserDefineField userDefineField : userDefineFields) {
if (Objects.equals(userDefineField.getFieldType(), fieldType)) {
result = userDefineField.getVaule();
break;
}
}
}
return result;
}
}
以上代碼的main函數(shù)中,獲取en、sc、fc每次都傳入了userDefineFields集合,如果在處理多的數(shù)據(jù)中有10多個(gè)或者更多,這樣寫(xiě)弊端就體現(xiàn)出來(lái)了,所以這里可以用到函數(shù)柯里化的思想。以上函數(shù)中傳入兩個(gè)參數(shù),但是有一個(gè)是不變的,恰巧柯里化的思想就是:是把接受多個(gè)參數(shù)的函數(shù)變換成接受一個(gè)單一參數(shù)(最初函數(shù)的第一個(gè)參數(shù))的函數(shù),并且返回接受余下的參數(shù)而且返回結(jié)果的新函數(shù)的技術(shù)。下面看優(yōu)化后的代碼:
// 獲取每個(gè)userDefineFields中的fieldType為EN、SC、FC的value
class Test {
public static void main(String[] args) {
// init data ....
for (People people : peoples) {
Function userDefineFieldFunc = filterUserDefineField(people.getUserDefineFields());
String en = userDefineFieldFunc.apply("en").toString();
String sc = userDefineFieldFunc.apply("sc").toString();
String fc = userDefineFieldFunc.apply("fc").toString();
System.out.println(en + "-" + sc + "-" + fc);
}
}
public static Function filterUserDefineField(List<UserDefineField> userDefineFields) {
return obj -> {
if (!userDefineFields.isEmpty()) {
if (userDefineFields.stream().filter(n -> Objects.equals(n.getFieldType(), obj)).count() > 0) {
return userDefineFields
.stream()
.filter(n -> Objects.equals(n.getFieldType(), obj))
.findFirst()
.get()
.getVaule();
}
}
return "";
};
}
}
3. 總結(jié)
經(jīng)過(guò)一番優(yōu)化之后,從字面看起來(lái)都舒服很多了,使用起來(lái)也方便,性能也得到了提高。本人以前在JavaScript中使用過(guò)柯里化去優(yōu)化函數(shù),現(xiàn)在使用JDK8的特性實(shí)現(xiàn),在學(xué)習(xí)這個(gè)之前可以先多了解了解Lambda語(yǔ)法,這樣閱讀起來(lái)跟容易理解。Lambda語(yǔ)法可以看下這里