java/project1/analysis/MovieAnalyzer.java

package com.crawler.analysis;

import com.crawler.model.Movie;

import java.util.*;
import java.util.stream.Collectors;

public class MovieAnalyzer {
    // 统计电影评分分布
    public static Map<Double, Integer> analyzeRatingDistribution(List<Movie> movieList) {
        Map<Double, Integer> ratingMap = new TreeMap<>();

        for (Movie movie : movieList) {
            if (movie != null) {
                double rating = movie.getRating();
                ratingMap.put(rating, ratingMap.getOrDefault(rating, 0) + 1);
            }
        }

        return ratingMap;
    }

    // 统计电影年份分布
    public static Map<String, Integer> analyzeYearDistribution(List<Movie> movieList) {
        Map<String, Integer> yearMap = new TreeMap<>();

        for (Movie movie : movieList) {
            if (movie != null && movie.getYear() != null) {
                String year = movie.getYear();
                yearMap.put(year, yearMap.getOrDefault(year, 0) + 1);
            }
        }

        return yearMap;
    }

    // 统计电影类型分布
    public static Map<String, Integer> analyzeGenreDistribution(List<Movie> movieList) {
        Map<String, Integer> genreMap = new HashMap<>();

        for (Movie movie : movieList) {
            if (movie != null && movie.getGenre() != null) {
                String genre = movie.getGenre();
                genreMap.put(genre, genreMap.getOrDefault(genre, 0) + 1);
            }
        }

        return genreMap;
    }

    // 统计电影国家/地区分布
    public static Map<String, Integer> analyzeCountryDistribution(List<Movie> movieList) {
        Map<String, Integer> countryMap = new HashMap<>();

        for (Movie movie : movieList) {
            if (movie != null && movie.getCountry() != null) {
                String country = movie.getCountry();
                countryMap.put(country, countryMap.getOrDefault(country, 0) + 1);
            }
        }

        return countryMap;
    }

    // 分析导演作品数量排行
    public static Map<String, Integer> analyzeDirectorWorks(List<Movie> movieList) {
        Map<String, Integer> directorMap = new HashMap<>();

        for (Movie movie : movieList) {
            if (movie != null && movie.getDirector() != null) {
                String director = movie.getDirector();
                directorMap.put(director, directorMap.getOrDefault(director, 0) + 1);
            }
        }

        // 按作品数量排序
        return directorMap.entrySet().stream()
                .sorted(Map.Entry.<String, Integer>comparingByValue().reversed())
                .collect(Collectors.toMap(
                        Map.Entry::getKey,
                        Map.Entry::getValue,
                        (e1, e2) -> e1,
                        LinkedHashMap::new
                ));
    }

    // 计算平均评分
    public static double calculateAverageRating(List<Movie> movieList) {
        return movieList.stream()
                .filter(Objects::nonNull)
                .mapToDouble(Movie::getRating)
                .average()
                .orElse(0.0);
    }

    // 计算评分与年份的相关性（简单计算）
    public static Map<String, Double> analyzeYearRatingCorrelation(List<Movie> movieList) {
        Map<String, List<Double>> yearRatingsMap = new TreeMap<>();

        for (Movie movie : movieList) {
            if (movie != null && movie.getYear() != null) {
                String year = movie.getYear();
                double rating = movie.getRating();
                yearRatingsMap.computeIfAbsent(year, k -> new ArrayList<>()).add(rating);
            }
        }

        // 计算每年的平均评分
        Map<String, Double> yearAverageRatingMap = new TreeMap<>();
        for (Map.Entry<String, List<Double>> entry : yearRatingsMap.entrySet()) {
            String year = entry.getKey();
            List<Double> ratings = entry.getValue();
            double average = ratings.stream().mapToDouble(Double::doubleValue).average().orElse(0.0);
            yearAverageRatingMap.put(year, average);
        }

        return yearAverageRatingMap;
    }
}