update scoresaber me/user command to show raw per global

src/main/java/cc/fascinated/bat/common/MathUtils.java

@@ -24,4 +24,28 @@ public final class MathUtils {
                 ).format(number)
         );
     }
+
+    /**
+     * Clamps a value between a minimum and maximum.
+     *
+     * @param value The value to clamp.
+     * @param min The minimum value.
+     * @param max The maximum value.
+     * @return The clamped value.
+     */
+    public static double clamp(double value, double min, double max) {
+        return Math.max(min, Math.min(max, value));
+    }
+
+    /**
+     * Linearly interpolates between two values.
+     *
+     * @param a The first value.
+     * @param b The second value.
+     * @param t The interpolation value.
+     * @return The interpolated value.
+     */
+    public static double lerp(double a, double b, double t) {
+        return a + t * (b - a);
+    }
 }

src/main/java/cc/fascinated/bat/common/NumberFormatter.java

@@ -14,7 +14,7 @@ public class NumberFormatter {
      * The suffixes for the numbers
      */
     private static final String[] SUFFIXES = new String[] { "K", "M", "B", "T", "Q", "QT", "S", "SP", "O", "N", "D", "UD", "DD", "TD" };
-    private static final DecimalFormat FORMAT = new DecimalFormat("###.##");
+    private static final DecimalFormat FORMAT = new DecimalFormat("#,##0.##");
 
     /**
      * Format the provided double
@@ -47,8 +47,8 @@ public class NumberFormatter {
      * @param input the value to format
      * @return the formatted double, in the format of xx,xxx,xxx
      */
-    public static String formatCommas(double input) {
-        return String.format("%,.0f", input);
+    public static String simpleFormat(double input) {
+        return FORMAT.format(input);
     }
 
     /**

src/main/java/cc/fascinated/bat/common/beatsaber/leaderboard/Leaderboard.java

@@ -0,0 +1,22 @@
+package cc.fascinated.bat.common.beatsaber.leaderboard;
+
+import lombok.AllArgsConstructor;
+import lombok.Getter;
+
+@AllArgsConstructor @Getter
+public class Leaderboard {
+    /**
+     * The name of the leaderboard.
+     */
+    private final String name;
+
+    /**
+     * The version of the leaderboard.
+     */
+    private int curveVersion;
+
+    /**
+     * The curve of the leaderboard.
+     */
+    private final LeaderboardCurvePoint[] curve;
+}

src/main/java/cc/fascinated/bat/common/beatsaber/leaderboard/LeaderboardCurvePoint.java

@@ -0,0 +1,10 @@
+package cc.fascinated.bat.common.beatsaber.leaderboard;
+
+import lombok.AllArgsConstructor;
+import lombok.Getter;
+
+@Getter @AllArgsConstructor
+public class LeaderboardCurvePoint {
+    private final double a;
+    private final double b;
+}

src/main/java/cc/fascinated/bat/common/beatsaber/leaderboard/impl/ScoreSaberLeaderboard.java

@@ -0,0 +1,167 @@
+package cc.fascinated.bat.common.beatsaber.leaderboard.impl;
+
+import cc.fascinated.bat.common.MathUtils;
+import cc.fascinated.bat.common.beatsaber.leaderboard.Leaderboard;
+import cc.fascinated.bat.common.beatsaber.leaderboard.LeaderboardCurvePoint;
+import cc.fascinated.bat.model.token.beatsaber.scoresaber.ScoreSaberScoreToken;
+import lombok.extern.log4j.Log4j2;
+
+import java.util.ArrayList;
+import java.util.List;
+
+@Log4j2(topic = "ScoreSaber Leaderboard")
+public class ScoreSaberLeaderboard extends Leaderboard {
+    public static final ScoreSaberLeaderboard INSTANCE = new ScoreSaberLeaderboard();
+
+    /**
+     * The base multiplier for stars.
+     */
+    private final double starMultiplier = 42.11;
+
+    /**
+     * no idea, ngl
+     */
+    private final double weightCoefficient = 0.965;
+
+    public ScoreSaberLeaderboard() {
+        super("ScoreSaber", 1, new LeaderboardCurvePoint[] {
+                new LeaderboardCurvePoint(1.0, 5.367394282890631),
+                new LeaderboardCurvePoint(0.9995, 5.019543595874787),
+                new LeaderboardCurvePoint(0.999, 4.715470646416203),
+                new LeaderboardCurvePoint(0.99825, 4.325027383589547),
+                new LeaderboardCurvePoint(0.9975, 3.996793606763322),
+                new LeaderboardCurvePoint(0.99625, 3.5526145337555373),
+                new LeaderboardCurvePoint(0.995, 3.2022017597337955),
+                new LeaderboardCurvePoint(0.99375, 2.9190155639254955),
+                new LeaderboardCurvePoint(0.9925, 2.685667856592722),
+                new LeaderboardCurvePoint(0.99125, 2.4902905794106913),
+                new LeaderboardCurvePoint(0.99, 2.324506282149922),
+                new LeaderboardCurvePoint(0.9875, 2.058947159052738),
+                new LeaderboardCurvePoint(0.985, 1.8563887693647105),
+                new LeaderboardCurvePoint(0.9825, 1.697536248647543),
+                new LeaderboardCurvePoint(0.98, 1.5702410055532239),
+                new LeaderboardCurvePoint(0.9775, 1.4664726399289512),
+                new LeaderboardCurvePoint(0.975, 1.3807102743105126),
+                new LeaderboardCurvePoint(0.9725, 1.3090333065057616),
+                new LeaderboardCurvePoint(0.97, 1.2485807759957321),
+                new LeaderboardCurvePoint(0.965, 1.1552120359501035),
+                new LeaderboardCurvePoint(0.96, 1.0871883573850478),
+                new LeaderboardCurvePoint(0.955, 1.0388633331418984),
+                new LeaderboardCurvePoint(0.95, 1.0),
+                new LeaderboardCurvePoint(0.94, 0.9417362980580238),
+                new LeaderboardCurvePoint(0.93, 0.9039994071865736),
+                new LeaderboardCurvePoint(0.92, 0.8728710341448851),
+                new LeaderboardCurvePoint(0.91, 0.8488375988124467),
+                new LeaderboardCurvePoint(0.9, 0.825756123560842),
+                new LeaderboardCurvePoint(0.875, 0.7816934560296046),
+                new LeaderboardCurvePoint(0.85, 0.7462290664143185),
+                new LeaderboardCurvePoint(0.825, 0.7150465663454271),
+                new LeaderboardCurvePoint(0.8, 0.6872268862950283),
+                new LeaderboardCurvePoint(0.75, 0.6451808210101443),
+                new LeaderboardCurvePoint(0.7, 0.6125565959114954),
+                new LeaderboardCurvePoint(0.65, 0.5866010012767576),
+                new LeaderboardCurvePoint(0.6, 0.18223233667439062),
+                new LeaderboardCurvePoint(0.0, 0.0)
+        });
+    }
+
+    /**
+     * Gets the modifier for the given accuracy.
+     *
+     * @param accuracy The accuracy.
+     * @return The modifier.
+     */
+    public double getModifier(double accuracy) {
+        accuracy = MathUtils.clamp(accuracy, 0, 100) / 100;
+
+        LeaderboardCurvePoint prev = this.getCurve()[1];
+        for (LeaderboardCurvePoint point : this.getCurve()) {
+            if (point.getA() <= accuracy) {
+                double distance = (prev.getA() - accuracy) / (prev.getA() - point.getA());
+                return MathUtils.lerp(prev.getB(), point.getB(), distance);
+            }
+            prev = point;
+        }
+        return 0;
+    }
+
+    /**
+     * Gets the pp for the given accuracy and stars.
+     *
+     * @param accuracy The accuracy.
+     * @param stars The stars.
+     * @return The pp.
+     */
+    public double getPP(double accuracy, double stars) {
+        double pp = stars * this.starMultiplier;
+        double modifier = this.getModifier(accuracy);
+        return modifier * pp;
+    }
+
+    /**
+     * Gets the total pp for the given scores.
+     *
+     * @param scores The scores.
+     * @return The total pp.
+     */
+    private double getTotalPP(List<ScoreSaberScoreToken> scores, int startIdx) {
+        double totalPP = 0;
+        for (int i = 0; i < scores.size(); i++) {
+            totalPP += Math.pow(this.weightCoefficient, i + startIdx) * scores.get(i).getPp();
+        }
+        return totalPP;
+    }
+
+    /**
+     * Gets the pp at the given index for the given scores.
+     *
+     * @param bottomScores The scores.
+     * @param idx The index.
+     * @return The pp.
+     */
+    private double getRawPPAtIdx(List<ScoreSaberScoreToken> bottomScores, int idx, double expected) {
+        double oldBottomPP = this.getTotalPP(bottomScores, idx);
+        double newBottomPP = this.getTotalPP(bottomScores, idx + 1);
+
+        return (expected + oldBottomPP - newBottomPP) / Math.pow(this.weightCoefficient, idx);
+    }
+
+    /**
+     * Gets the raw pp per global pp for the given scores.
+     *
+     * @param scores The scores.
+     * @param expectedPP The expected pp.
+     * @return The raw pp per global pp.
+     */
+    public double getRawPerGlobalPP(List<ScoreSaberScoreToken> scores, double expectedPP) {
+        int left = 0;
+        int right = scores.size() - 1;
+        int boundaryIdx = -1;
+
+        // Sort by PP
+        scores.sort((a, b) -> Double.compare(b.getPp(), a.getPp()));
+
+        while (left <= right) {
+            int mid = (left + right) / 2;
+            double bottomPP = this.getTotalPP(scores.subList(mid, scores.size()), mid);
+
+            List<ScoreSaberScoreToken> bottomSlice = new ArrayList<>(scores.subList(mid, scores.size()));
+            bottomSlice.add(0, scores.get(mid));
+            double modifiedBottomPP = this.getTotalPP(bottomSlice, mid);
+            double diff = modifiedBottomPP - bottomPP;
+
+            if (diff > expectedPP) {
+                boundaryIdx = mid;
+                left = mid + 1;
+            } else {
+                right = mid - 1;
+            }
+        }
+
+        if (boundaryIdx == -1) {
+            return this.getRawPPAtIdx(scores, 0, expectedPP);
+        } else {
+            return this.getRawPPAtIdx(scores.subList(boundaryIdx + 1, scores.size()), boundaryIdx + 1, expectedPP);
+        }
+    }
+}

src/main/java/cc/fascinated/bat/features/base/commands/server/MemberCountCommand.java

@@ -1,6 +1,5 @@
 package cc.fascinated.bat.features.base.commands.server;
 
-import cc.fascinated.bat.Emojis;
 import cc.fascinated.bat.command.BatCommand;
 import cc.fascinated.bat.command.CommandInfo;
 import cc.fascinated.bat.common.EmbedUtils;
@@ -8,16 +7,12 @@ import cc.fascinated.bat.common.NumberFormatter;
 import cc.fascinated.bat.model.BatGuild;
 import cc.fascinated.bat.model.BatUser;
 import lombok.NonNull;
-import net.dv8tion.jda.api.OnlineStatus;
 import net.dv8tion.jda.api.entities.Guild;
 import net.dv8tion.jda.api.entities.Member;
 import net.dv8tion.jda.api.entities.channel.middleman.MessageChannel;
 import net.dv8tion.jda.api.interactions.commands.SlashCommandInteraction;
 import org.springframework.stereotype.Component;
 
-import java.util.HashMap;
-import java.util.Map;
-
 /**
  * @author Nick (okNick)
  */

src/main/java/cc/fascinated/bat/features/counter/command/RemoveSubCommand.java

@@ -70,7 +70,7 @@ public class RemoveSubCommand extends BatCommand {
                         """.formatted(
                         Emojis.CHECK_MARK_EMOJI,
                         textChannel.getAsMention(),
-                        NumberFormatter.formatCommas(counterChannel.getCurrentCount())
+                        NumberFormatter.simpleFormat(counterChannel.getCurrentCount())
                 ))
                 .build()).queue();
     }

src/main/java/cc/fascinated/bat/features/logging/listeners/RoleListener.java

@@ -2,7 +2,6 @@ package cc.fascinated.bat.features.logging.listeners;
 
 import cc.fascinated.bat.common.EmbedDescriptionBuilder;
 import cc.fascinated.bat.common.EmbedUtils;
-import cc.fascinated.bat.common.HexColorUtils;
 import cc.fascinated.bat.common.RoleUtils;
 import cc.fascinated.bat.event.EventListener;
 import cc.fascinated.bat.features.logging.LogFeature;

src/main/java/cc/fascinated/bat/features/scoresaber/NumberOneScoreFeedListener.java

@@ -45,7 +45,7 @@ public class NumberOneScoreFeedListener implements EventListener {
         log.info("A new #1 score has been set by {} on {} ({})!",
                 player.getName(),
                 leaderboard.getSongName(),
-                "%s⭐".formatted(NumberFormatter.formatCommas(leaderboard.getStars()))
+                "%s⭐".formatted(NumberFormatter.simpleFormat(leaderboard.getStars()))
         );
 
         for (Guild guild : DiscordService.JDA.getGuilds()) {

src/main/java/cc/fascinated/bat/features/scoresaber/ScoreSaberFeature.java

@@ -55,10 +55,10 @@ public class ScoreSaberFeature extends Feature {
         );
 
         String accuracy = leaderboardToken.getMaxScore() == 0 ? "N/A" :
-                String.format("%s%%", NumberFormatter.formatCommas(((double) scoreToken.getBaseScore() / leaderboardToken.getMaxScore()) * 100));
+                String.format("%s%%", NumberFormatter.simpleFormat(((double) scoreToken.getBaseScore() / leaderboardToken.getMaxScore()) * 100));
 
-        String rawPp = scoreToken.getPp() == 0 ? "Unranked" : NumberFormatter.formatCommas(scoreToken.getPp());
-        String rank = String.format("#%s", NumberFormatter.formatCommas(scoreToken.getRank()));
+        String rawPp = scoreToken.getPp() == 0 ? "Unranked" : NumberFormatter.simpleFormat(scoreToken.getPp());
+        String rank = String.format("#%s", NumberFormatter.simpleFormat(scoreToken.getRank()));
         String misses = String.format("%s", scoreToken.getMissedNotes());
         String badCuts = String.format("%s", scoreToken.getBadCuts());
         String maxCombo = String.format("%s %s",

src/main/java/cc/fascinated/bat/features/scoresaber/command/scoresaber/ScoreSaberCommand.java

@@ -3,24 +3,17 @@ package cc.fascinated.bat.features.scoresaber.command.scoresaber;
 import cc.fascinated.bat.command.BatCommand;
 import cc.fascinated.bat.command.Category;
 import cc.fascinated.bat.command.CommandInfo;
-import cc.fascinated.bat.common.Colors;
-import cc.fascinated.bat.common.DateUtils;
-import cc.fascinated.bat.common.EmbedUtils;
-import cc.fascinated.bat.common.NumberFormatter;
-import cc.fascinated.bat.exception.RateLimitException;
+import cc.fascinated.bat.common.*;
 import cc.fascinated.bat.features.scoresaber.profile.user.ScoreSaberProfile;
 import cc.fascinated.bat.model.BatUser;
 import cc.fascinated.bat.model.token.beatsaber.scoresaber.ScoreSaberAccountToken;
 import cc.fascinated.bat.service.ScoreSaberService;
 import lombok.NonNull;
-import net.dv8tion.jda.api.EmbedBuilder;
 import net.dv8tion.jda.api.interactions.commands.SlashCommandInteraction;
 import org.springframework.beans.factory.annotation.Autowired;
 import org.springframework.context.ApplicationContext;
 import org.springframework.stereotype.Component;
 
-import java.time.LocalDateTime;
-
 /**
  * @author Fascinated (fascinated7)
  */
@@ -42,19 +35,19 @@ public class ScoreSaberCommand extends BatCommand {
      *
      * @param user              The user to build the profile embed for
      * @param scoreSaberService The ScoreSaber service
-     * @param interaction       The interaction
+     * @param event             The interaction
      */
-    public static void sendProfileEmbed(boolean isSelf, BatUser user, ScoreSaberService scoreSaberService, SlashCommandInteraction interaction) {
+    public static void sendProfileEmbed(boolean isSelf, BatUser user, ScoreSaberService scoreSaberService, SlashCommandInteraction event) {
         ScoreSaberProfile profile = user.getScoreSaberProfile();
         if (profile.getAccountId() == null) {
             if (!isSelf) {
-                interaction.replyEmbeds(EmbedUtils.errorEmbed()
+                event.replyEmbeds(EmbedUtils.errorEmbed()
                                 .setDescription("%s does not have a linked ScoreSaber account".formatted(user.getDiscordUser().getAsMention()))
                                 .build())
                         .setEphemeral(true)
                         .queue();
             }
-            interaction.replyEmbeds(EmbedUtils.errorEmbed()
+            event.replyEmbeds(EmbedUtils.errorEmbed()
                             .setDescription("You do not have a linked ScoreSaber account")
                             .build())
                     .setEphemeral(true)
@@ -62,47 +55,89 @@ public class ScoreSaberCommand extends BatCommand {
             return;
         }
 
-        try {
-            long before = System.currentTimeMillis();
-            boolean cached = scoreSaberService.isCached(profile.getAccountId());
-            ScoreSaberAccountToken account = scoreSaberService.getAccount(profile.getAccountId());
-            if (account == null) {
-                if (!isSelf) {
-                    interaction.replyEmbeds(EmbedUtils.errorEmbed()
-                                    .setDescription("%s has an invalid ScoreSaber account linked, please ask them to re-link their account"
-                                            .formatted(user.getDiscordUser().getAsMention()))
-                                    .build())
-                            .setEphemeral(true)
-                            .queue();
-                }
-                interaction.replyEmbeds(EmbedUtils.errorEmbed()
-                                .setDescription("You have an invalid ScoreSaber account linked, please re-link your account")
+        long before = System.currentTimeMillis();
+        ScoreSaberAccountToken account = scoreSaberService.getAccount(profile.getAccountId());
+        if (account == null) {
+            if (!isSelf) {
+                event.replyEmbeds(EmbedUtils.errorEmbed()
+                                .setDescription("%s has an invalid ScoreSaber account linked, please ask them to re-link their account"
+                                        .formatted(user.getDiscordUser().getAsMention()))
                                 .build())
                         .setEphemeral(true)
                         .queue();
-                return;
             }
-
-            long fetchTime = System.currentTimeMillis() - before;
-            interaction.replyEmbeds(new EmbedBuilder()
-                    .setAuthor(account.getName() + "'s Profile", "https://scoresaber.com/u/%s".formatted(account.getId()),
-                            "https://cdn.scoresaber.com/avatars/%s.jpg".formatted(account.getId()))
-                    .addField("Name", account.getName(), true)
-                    .addField("Country", account.getCountry(), true)
-                    .addField("Rank", "#" + NumberFormatter.formatCommas(account.getRank()), true)
-                    .addField("Country Rank", "#" + NumberFormatter.formatCommas(account.getCountryRank()), true)
-                    .addField("PP", NumberFormatter.formatCommas(account.getPp()), true)
-                    .addField("Joined", "<t:%s>".formatted(DateUtils.getDateFromString(account.getFirstSeen()).toInstant().getEpochSecond()), true)
-                    .setTimestamp(LocalDateTime.now())
-                    .setFooter(!cached ? "Fetched in %sms".formatted(fetchTime) : "Cached", "https://flagcdn.com/h120/%s.png".formatted(account.getCountry().toLowerCase()))
-                    .setColor(Colors.DEFAULT)
-                    .build()).queue();
-        } catch (RateLimitException ex) {
-            interaction.replyEmbeds(EmbedUtils.errorEmbed()
-                            .setDescription("The ScoreSaber API is currently rate our limiting requests, please try again later")
+            event.replyEmbeds(EmbedUtils.errorEmbed()
+                            .setDescription("You have an invalid ScoreSaber account linked, please re-link your account")
                             .build())
                     .setEphemeral(true)
                     .queue();
+            return;
         }
+
+        if (profile.getAccountId() == null) {
+            if (!isSelf) {
+                event.replyEmbeds(EmbedUtils.errorEmbed()
+                                .setDescription("%s does not have a linked ScoreSaber account".formatted(user.getDiscordUser().getAsMention()))
+                                .build())
+                        .setEphemeral(true)
+                        .queue();
+            }
+            event.replyEmbeds(EmbedUtils.errorEmbed()
+                            .setDescription("You do not have a linked ScoreSaber account")
+                            .build())
+                    .setEphemeral(true)
+                    .queue();
+            return;
+        }
+
+        event.replyEmbeds(EmbedUtils.genericEmbed()
+                .setDescription("Loading profile for %s...".formatted(user.getDiscordUser().getAsMention()))
+                .build()).queue(message -> {
+            ScoreSaberService.RawPerGlobal rawPerGlobal = scoreSaberService.getRawPerGlobal(profile, (callback) -> {
+                int currentPage = callback.getCurrentPage();
+                int totalPages = callback.getTotalPages();
+                // Only update every 5 pages, but show the first page
+                if (currentPage % 5 != 0 && currentPage != 1) {
+                    return;
+                }
+                message.editOriginalEmbeds(EmbedUtils.genericEmbed()
+                        .setDescription("""
+                                    Loading profile for %s...
+                                    Page `%s`/`%s`
+                                    """.formatted(
+                                user.getDiscordUser().getAsMention(),
+                                currentPage,
+                                totalPages
+                        ))
+                        .build()).queue();
+            });
+
+            String name = account.getName();
+            String country = account.getCountry();
+            String rank = NumberFormatter.simpleFormat(account.getRank());
+            String countryRank = NumberFormatter.simpleFormat(account.getCountryRank());
+            String pp = NumberFormatter.simpleFormat(account.getPp());
+            String ppPerRawGlobal = NumberFormatter.simpleFormat(rawPerGlobal.getRawPerGlobal());
+            long joinedTimeInSeconds = DateUtils.getDateFromString(account.getFirstSeen()).toInstant().getEpochSecond();
+            String timeTaken = TimeUtils.format(System.currentTimeMillis() - before, TimeUtils.BatTimeFormat.FIT, true);
+
+            message.editOriginalEmbeds(EmbedUtils.successEmbed()
+                    .setDescription(new EmbedDescriptionBuilder("%s's ScoreSaber Account".formatted(user.getDiscordUser().getAsMention()))
+                            .appendLine("Name: `%s`".formatted(name), true)
+                            .appendLine("Country: `%s`".formatted(country), true)
+                            .appendLine("Rank: `#%s`".formatted(rank), true)
+                            .appendLine("Country Rank: `#%s`".formatted(countryRank), true)
+                            .appendLine("PP: `%spp`".formatted(pp), true)
+                            .appendLine("Raw PP Per Global: `%spp`".formatted(ppPerRawGlobal), true)
+                            .appendLine("Joined: <t:%s>".formatted(joinedTimeInSeconds), true)
+                            .build())
+                    .setThumbnail(account.getProfilePicture())
+                    .setFooter("Took %s (%s/%s cached pages)".formatted(
+                            timeTaken,
+                            rawPerGlobal.getCachedPages(),
+                            rawPerGlobal.getTotalPages()
+                    ), null)
+                    .build()).queue();
+        });
     }
 }

src/main/java/cc/fascinated/bat/service/ScoreSaberService.java

@@ -3,14 +3,14 @@ package cc.fascinated.bat.service;
 import cc.fascinated.bat.BatApplication;
 import cc.fascinated.bat.common.DateUtils;
 import cc.fascinated.bat.common.WebRequest;
+import cc.fascinated.bat.common.beatsaber.leaderboard.impl.ScoreSaberLeaderboard;
 import cc.fascinated.bat.event.EventListener;
 import cc.fascinated.bat.exception.BadRequestException;
 import cc.fascinated.bat.exception.ResourceNotFoundException;
 import cc.fascinated.bat.features.scoresaber.profile.user.ScoreSaberProfile;
 import cc.fascinated.bat.model.token.beatsaber.scoresaber.*;
 import com.google.gson.JsonObject;
-import lombok.NonNull;
-import lombok.SneakyThrows;
+import lombok.*;
 import lombok.extern.log4j.Log4j2;
 import net.jodah.expiringmap.ExpiringMap;
 import org.springframework.beans.factory.annotation.Autowired;
@@ -27,6 +27,7 @@ import java.util.Arrays;
 import java.util.List;
 import java.util.Map;
 import java.util.concurrent.TimeUnit;
+import java.util.function.Consumer;
 
 @Service
 @Log4j2(topic = "ScoreSaber Service")
@@ -43,6 +44,13 @@ public class ScoreSaberService extends TextWebSocketHandler {
             .expiration(5, TimeUnit.MINUTES)
             .build();
 
+    /**
+     * The cached score pages.
+     */
+    private final Map<String, CachedPage> cachedScorePages = ExpiringMap.builder()
+            .expiration(30, TimeUnit.MINUTES)
+            .build();
+
     @Autowired
     public ScoreSaberService() {
         connectWebSocket();
@@ -93,7 +101,15 @@ public class ScoreSaberService extends TextWebSocketHandler {
      * @param page    The page to get the scores from.
      * @return The scores.
      */
-    public ScoreSaberScoresPageToken getPageScores(ScoreSaberProfile profile, int page) {
+    public CachedPage getPageScores(ScoreSaberProfile profile, int page) {
+        String key = profile.getAccountId() + "." + page;
+        // Check if the page is cached, but don't cache the first page as it's the most likely to change.
+        if (cachedScorePages.containsKey(key) && page != 1) {
+            CachedPage cachedPage = cachedScorePages.get(key);
+            cachedPage.setCached(true);
+            return cachedPage;
+        }
+
         log.info("Fetching scores for account '{}' from page {}.", profile.getAccountId(), page);
         ScoreSaberScoresPageToken pageToken = WebRequest.getAsEntity(String.format(GET_PLAYER_SCORES_ENDPOINT, profile.getAccountId(), "recent", page), ScoreSaberScoresPageToken.class);
         if (pageToken == null) { // Check if the page doesn't exist.
@@ -103,7 +119,9 @@ public class ScoreSaberService extends TextWebSocketHandler {
         pageToken.setPlayerScores(Arrays.stream(pageToken.getPlayerScores())
                 .sorted((a, b) -> DateUtils.getDateFromString(b.getScore().getTimeSet()).compareTo(DateUtils.getDateFromString(a.getScore().getTimeSet())))
                 .toArray(ScoreSaberPlayerScoreToken[]::new));
-        return pageToken;
+        CachedPage cachedPage = new CachedPage(pageToken, false);
+        cachedScorePages.put(key, cachedPage);
+        return cachedPage;
     }
 
     /**
@@ -112,18 +130,39 @@ public class ScoreSaberService extends TextWebSocketHandler {
      * @param profile The profile.
      * @return The scores.
      */
-    public List<ScoreSaberScoresPageToken> getScores(ScoreSaberProfile profile) {
-        List<ScoreSaberScoresPageToken> scores = new ArrayList<>(List.of(getPageScores(profile, 1)));
-        ScoreSaberPageMetadataToken metadata = scores.get(0).getMetadata();
+    public List<CachedPage> getScores(ScoreSaberProfile profile, Consumer<CurrentPageCallback> currentPageCallback) {
+        List<CachedPage> scores = new ArrayList<>(List.of(getPageScores(profile, 1)));
+        ScoreSaberPageMetadataToken metadata = scores.get(0).getPage().getMetadata();
         int totalPages = (int) Math.ceil((double) metadata.getTotal() / metadata.getItemsPerPage());
         log.info("Fetching {} pages of scores for account '{}'.", totalPages, profile.getAccountId());
         for (int i = 2; i <= totalPages; i++) {
             scores.add(getPageScores(profile, i));
+            currentPageCallback.accept(new CurrentPageCallback(i, totalPages));
         }
-
         return scores;
     }
 
+    /**
+     * Gets the raw pp per global pp for the given account.
+     *
+     * @param account The account.
+     * @return The raw pp per global pp.
+     */
+    public RawPerGlobal getRawPerGlobal(ScoreSaberProfile account, Consumer<CurrentPageCallback> currentPageCallback) {
+        List<CachedPage> scores = getScores(account, currentPageCallback);
+        List<ScoreSaberScoreToken> playerScores = new ArrayList<>();
+        for (CachedPage score : scores) {
+            for (ScoreSaberPlayerScoreToken playerScore : score.getPage().getPlayerScores()) {
+                playerScores.add(playerScore.getScore());
+            }
+        }
+        return new RawPerGlobal(
+                ScoreSaberLeaderboard.INSTANCE.getRawPerGlobalPP(playerScores, 1),
+                (int) scores.stream().filter(CachedPage::isCached).count(),
+                scores.size()
+        );
+    }
+
     /**
      * Connects to the ScoreSaber WebSocket.
      */
@@ -169,4 +208,45 @@ public class ScoreSaberService extends TextWebSocketHandler {
             log.error("An error occurred while handling the message.", ex);
         }
     }
+
+    @AllArgsConstructor
+    @Getter
+    public static class CurrentPageCallback {
+        private int currentPage;
+        private int totalPages;
+    }
+
+    @AllArgsConstructor
+    @Getter
+    @Setter
+    public static class CachedPage {
+        /**
+         * The page of scores.
+         */
+        private ScoreSaberScoresPageToken page;
+
+        /**
+         * Whether the page is cached.
+         */
+        private boolean cached;
+    }
+
+    @AllArgsConstructor
+    @Getter
+    public static class RawPerGlobal {
+        /**
+         * The raw pp per global pp.
+         */
+        private double rawPerGlobal;
+
+        /**
+         * The amount of pages that were cached.
+         */
+        private int cachedPages;
+
+        /**
+         * The total amount of pages.
+         */
+        private int totalPages;
+    }
 }