實作文字分析應用程式
你正在開發一個文字分析應用程式,需要計算文件中各單字的出現頻率。你必須實作一個在單字查找上具最佳時間複雜度的解決方案。
本練習屬於課程
Java 程式碼最佳化
練習說明
- 當單字已存在於頻率對應表時,先取得該單字的
currentCount。 - 將其加 1,並以更新後的值回寫到頻率對應表。
- 如果該單字先前不在頻率對應表中,將它加入。
動手互動練習
試著完成這個範例程式碼,體驗一下這個練習。
public class Main {
public static void main(String[] args) {
TextAnalyzer analyzer = new TextAnalyzer();
List words = Arrays.asList(
"Java", "is", "a", "programming", "language",
"Java", "is", "widely", "used", "for", "building", "applications",
"Many", "programmers", "use", "Java", "for", "web", "development", "and", "Android", "apps"
);
Map wordFrequency = analyzer.buildWordFrequencyMap(words);
System.out.println("Word frequency analysis:");
for (Map.Entry entry : wordFrequency.entrySet()) {
System.out.println(entry.getKey() + ": " + entry.getValue() + " occurrences");
}
}
}
class TextAnalyzer {
public Map buildWordFrequencyMap(List words) {
Map frequencyMap = new HashMap();
for (String word : words) {
if (word.isEmpty()) {
continue;
}
word = word.toLowerCase();
if (frequencyMap.containsKey(word)) {
// Retrieve the frequency of the word
int currentCount = ____.get(____);
// Increment the frequency of the word
frequencyMap.put(____, currentCount + 1);
} else {
// If the frequency map does not have the word, add it.
____.____(word, 1);
}
}
return frequencyMap;
}
}