spam block v2

4 files changed, 6446 insertions, 62 deletions

diff --git a/src/main/kotlin/cc/woverflow/chatting/Chatting.kt b/src/main/kotlin/cc/woverflow/chatting/Chatting.kt
index d012ab3..ce18f13 100644
--- a/src/main/kotlin/cc/woverflow/chatting/Chatting.kt
+++ b/src/main/kotlin/cc/woverflow/chatting/Chatting.kt
@@ -2,6 +2,7 @@ package cc.woverflow.chatting
 
 import cc.woverflow.chatting.chat.ChatSearchingManager
 import cc.woverflow.chatting.chat.ChatShortcuts
+import cc.woverflow.chatting.chat.ChatSpamBlock
 import cc.woverflow.chatting.chat.ChatTabs
 import cc.woverflow.chatting.config.ChattingConfig
 import cc.woverflow.chatting.hook.GuiNewChatHook
@@ -13,6 +14,10 @@ import cc.woverflow.chatting.utils.screenshot
 import cc.woverflow.onecore.utils.*
 import gg.essential.universal.UDesktop
 import gg.essential.universal.UResolution
+import java.awt.image.BufferedImage
+import java.io.File
+import java.text.SimpleDateFormat
+import java.util.*
 import net.minecraft.client.Minecraft
 import net.minecraft.client.gui.*
 import net.minecraft.client.renderer.GlStateManager
@@ -36,6 +41,7 @@ import java.io.File
 import java.text.SimpleDateFormat
 import java.util.*
 
+import skytils.skytilsmod.core.Config
 
 @Mod(
     modid = Chatting.ID,
@@ -72,13 +78,10 @@ object Chatting {
     @Mod.EventHandler
     fun onInitialization(event: FMLInitializationEvent) {
         ChattingConfig.preload()
-        command("chatting") {
-            main {
-                ChattingConfig.openScreen()
-            }
-        }
+        command("chatting") { main { ChattingConfig.openScreen() } }
         ClientRegistry.registerKeyBinding(keybind)
         EVENT_BUS.register(this)
+        EVENT_BUS.register(ChatSpamBlock)
         ChatTabs.initialize()
         ChatShortcuts.initialize()
     }
@@ -95,20 +98,42 @@ object Chatting {
     fun onForgeLoad(event: FMLLoadCompleteEvent) {
         if (ChattingConfig.informForAlternatives) {
             if (isHychat) {
-                sendBrandedNotification(NAME, "Hychat can be removed at it is replaced by Chatting. Click here for more information.", action = {
-                    UDesktop.browseURL("https://github.com/MicrocontrollersDev/Alternatives/blob/main/Hychat.md")
-                })
+                sendBrandedNotification(
+                    NAME,
+                    "Hychat can be removed at it is replaced by Chatting. Click here for more information.",
+                    action = {
+                        UDesktop.browseURL(
+                            "https://github.com/MicrocontrollersDev/Alternatives/blob/main/Hychat.md"
+                        )
+                    }
+                )
             }
             if (isSkytils) {
-                try {
-                    skytilsCompat(Class.forName("gg.skytils.skytilsmod.core.Config"))
-                } catch (e: Exception) {
-                    e.printStackTrace()
-                    try {
-                        skytilsCompat(Class.forName("skytils.skytilsmod.core.Config"))
-                    } catch (e: Exception) {
-                        e.printStackTrace()
-                    }
+                if (Config.chatTabs) {
+                    sendBrandedNotification(
+                        NAME,
+                        "Skytils' chat tabs can be disabled as it is replace by Chatting.\nClick here to automatically do this.",
+                        6F,
+                        action = {
+                            Config.chatTabs = false
+                            ChattingConfig.chatTabs = true
+                            ChattingConfig.hypixelOnlyChatTabs = true
+                            Config.markDirty()
+                            Config.writeData()
+                        }
+                    )
+                }
+                if (Config.copyChat) {
+                    sendBrandedNotification(
+                        NAME,
+                        "Skytils' copy chat messages can be disabled as it is replace by Chatting.\nClick here to automatically do this.",
+                        6F,
+                        action = {
+                            Config.copyChat = false
+                            Config.markDirty()
+                            Config.writeData()
+                        }
+                    )
                 }
             }
         }
@@ -142,7 +167,12 @@ object Chatting {
 
     @SubscribeEvent
     fun onTickEvent(event: TickEvent.ClientTickEvent) {
-        if (event.phase == TickEvent.Phase.START && Minecraft.getMinecraft().theWorld != null && Minecraft.getMinecraft().thePlayer != null && (Minecraft.getMinecraft().currentScreen == null || Minecraft.getMinecraft().currentScreen is GuiChat)) {
+        if (event.phase == TickEvent.Phase.START &&
+                Minecraft.getMinecraft().theWorld != null &&
+                Minecraft.getMinecraft().thePlayer != null &&
+                (Minecraft.getMinecraft().currentScreen == null ||
+                    Minecraft.getMinecraft().currentScreen is GuiChat)
+        ) {
             if (doTheThing) {
                 screenshotChat()
                 doTheThing = false
@@ -154,8 +184,13 @@ object Chatting {
         var height = if (opened) ChattingConfig.focusedHeight else ChattingConfig.unfocusedHeight
         height = (height * Minecraft.getMinecraft().gameSettings.chatScale).toInt()
         val chatY = ModCompatHooks.yOffset + ModCompatHooks.chatPosition
-        if (height + chatY + 27 > (UResolution.scaledHeight / Minecraft.getMinecraft().gameSettings.chatScale).toInt() - 27 - chatY) {
-            height = (UResolution.scaledHeight / Minecraft.getMinecraft().gameSettings.chatScale).toInt() - 27 - chatY
+        if (height + chatY + 27 >
+                (UResolution.scaledHeight / Minecraft.getMinecraft().gameSettings.chatScale)
+                    .toInt() - 27 - chatY
+        ) {
+            height =
+                (UResolution.scaledHeight / Minecraft.getMinecraft().gameSettings.chatScale)
+                    .toInt() - 27 - chatY
         }
         return height
     }
@@ -164,7 +199,17 @@ object Chatting {
         val hud = Minecraft.getMinecraft().ingameGUI
         val chat = hud.chatGUI
         val i = MathHelper.floor_float(chat.chatWidth / chat.chatScale)
-        return screenshot(GuiUtilRenderComponents.splitText(line.chatComponent, i, Minecraft.getMinecraft().fontRendererObj, false, false).map { it.formattedText }.reversed())
+        return screenshot(
+            GuiUtilRenderComponents.splitText(
+                    line.chatComponent,
+                    i,
+                    Minecraft.getMinecraft().fontRendererObj,
+                    false,
+                    false
+                )
+                .map { it.formattedText }
+                .reversed()
+        )
     }
 
     private fun screenshotChat() {
@@ -175,14 +220,23 @@ object Chatting {
         val hud = Minecraft.getMinecraft().ingameGUI
         val chat = hud.chatGUI
         val chatLines = ArrayList<String>()
-        ChatSearchingManager.filterMessages((chat as GuiNewChatHook).prevText, (chat as GuiNewChatAccessor).drawnChatLines)?.let { drawnLines ->
-            val chatHeight = if (ChattingConfig.customChatHeight) getChatHeight(true) / 9 else GuiNewChat.calculateChatboxHeight(Minecraft.getMinecraft().gameSettings.chatHeightFocused / 9)
-            for (i in scrollPos until drawnLines.size.coerceAtMost(scrollPos + chatHeight)) {
-                chatLines.add(drawnLines[i].chatComponent.formattedText)
-            }
+        ChatSearchingManager.filterMessages(
+                (chat as GuiNewChatHook).prevText,
+                (chat as GuiNewChatAccessor).drawnChatLines
+            )
+            ?.let { drawnLines ->
+                val chatHeight =
+                    if (ChattingConfig.customChatHeight) getChatHeight(true) / 9
+                    else
+                        GuiNewChat.calculateChatboxHeight(
+                            Minecraft.getMinecraft().gameSettings.chatHeightFocused / 9
+                        )
+                for (i in scrollPos until drawnLines.size.coerceAtMost(scrollPos + chatHeight)) {
+                    chatLines.add(drawnLines[i].chatComponent.formattedText)
+                }
 
-            screenshot(chatLines)?.copyToClipboard()
-        }
+                screenshot(chatLines)?.copyToClipboard()
+            }
     }
 
     private fun screenshot(messages: List<String>): BufferedImage? {
@@ -191,30 +245,47 @@ object Chatting {
             return null
         }
         if (!OpenGlHelper.isFramebufferEnabled()) {
-            sendBrandedNotification("Chatting", "Screenshot failed, please disable “Fast Render” in OptiFine’s “Performance” tab.")
+            sendBrandedNotification(
+                "Chatting",
+                "Screenshot failed, please disable “Fast Render” in OptiFine’s “Performance” tab."
+            )
             return null
         }
 
         val fr: FontRenderer = ModCompatHooks.fontRenderer
         val width = messages.maxOf { fr.getStringWidth(it) } + 4
         val fb: Framebuffer = createBindFramebuffer(width * 2, (messages.size * 9) * 2)
-        val file = File(Minecraft.getMinecraft().mcDataDir, "screenshots/chat/" + fileFormatter.format(Date()))
+        val file =
+            File(
+                Minecraft.getMinecraft().mcDataDir,
+                "screenshots/chat/" + fileFormatter.format(Date())
+            )
 
         GlStateManager.scale(2f, 2f, 1f)
         val scale = Minecraft.getMinecraft().gameSettings.chatScale
         GlStateManager.scale(scale, scale, 1f)
         for (i in messages.indices) {
-            ModCompatHooks.redirectDrawString(messages[i], 0f, (messages.size - 1 - i) * 9f, 0xffffff)
+            ModCompatHooks.redirectDrawString(
+                messages[i],
+                0f,
+                (messages.size - 1 - i) * 9f,
+                0xffffff
+            )
         }
 
         val image = fb.screenshot(file)
         Minecraft.getMinecraft().entityRenderer.setupOverlayRendering()
         Minecraft.getMinecraft().framebuffer.bindFramebuffer(true)
-        sendBrandedNotification("Chatting", "Chat screenshotted successfully." + (if (ChattingConfig.copyMode != 1) "\nClick to open." else ""), action = {
+        sendBrandedNotification(
+            "Chatting",
+            "Chat screenshotted successfully." +
+                (if (ChattingConfig.copyMode != 1) "\nClick to open." else ""),
+            action = {
                 if (!UDesktop.open(file)) {
                     sendBrandedNotification("Chatting", "Could not browse!")
                 }
-            })
+            }
+        )
         return image
     }
 }
diff --git a/src/main/kotlin/cc/woverflow/chatting/chat/ChatSpamBlock.kt b/src/main/kotlin/cc/woverflow/chatting/chat/ChatSpamBlock.kt
new file mode 100644
index 0000000..91ea6b5
--- /dev/null
+++ b/src/main/kotlin/cc/woverflow/chatting/chat/ChatSpamBlock.kt
@@ -0,0 +1,124 @@
+package cc.woverflow.chatting.chat
+
+import cc.woverflow.chatting.config.ChattingConfig
+import com.google.gson.JsonObject
+import com.google.gson.JsonParser
+import java.text.Normalizer
+import net.minecraft.util.ChatComponentText
+import net.minecraft.util.EnumChatFormatting
+import net.minecraftforge.client.event.ClientChatReceivedEvent
+import net.minecraftforge.fml.common.eventhandler.SubscribeEvent
+
+object ChatSpamBlock {
+    /*
+    Made by @KTibow
+    Based off of Unspam (also by @KTibow)
+    Algorithm based off of https://paulgraham.com/spam.html
+    */
+    private val PLAYER_MESSAGE = Regex("^(\\[VIP\\+?\\] |\\[MVP\\+?\\+?\\] |)(\\w{2,16}): (.*)$")
+
+    @SubscribeEvent
+    fun onChat(event: ClientChatReceivedEvent) {
+        val message = event.message.unformattedText.replace(Regex("\u00A7."), "")
+        if (!PLAYER_MESSAGE.matches(message)) return
+
+        val (rank, player, content) = PLAYER_MESSAGE.matchEntire(message)!!.destructured
+
+        if (ChattingConfig.spamThreshold != 100) {
+            val tokens = tokenize(content)
+            val spamProb = findSpamProbability(tokens)
+            if (spamProb * 100 > ChattingConfig.spamThreshold) {
+                if (ChattingConfig.hideSpam) {
+                    event.isCanceled = true
+                } else {
+                    var newMessage =
+                        EnumChatFormatting.DARK_GRAY.toString() +
+                            EnumChatFormatting.STRIKETHROUGH.toString()
+                    if (!ChattingConfig.customChatFormatting) {
+                        newMessage += rank
+                    }
+                    newMessage += "$player${EnumChatFormatting.DARK_GRAY.toString()}: $content"
+                    event.message = ChatComponentText(newMessage)
+                }
+                return
+            }
+        }
+        if (ChattingConfig.customChatFormatting) {
+            val coloredPlayer = findRankColor(rank) + player + EnumChatFormatting.RESET.toString()
+            event.message = ChatComponentText("$coloredPlayer: $content")
+        }
+    }
+
+    private fun tokenize(message: String): MutableList<String> {
+        val strippedMessage =
+            Normalizer.normalize(message, Normalizer.Form.NFKC)
+                .replace(Regex("[^\\w\\s/]"), " ")
+                .lowercase()
+                .trim()
+        val tokens = strippedMessage.split(Regex("\\s+")).toMutableList()
+        if (tokens.size <= 2) {
+            tokens.add("TINY_LENGTH")
+        } else if (tokens.size <= 4) {
+            tokens.add("SMALL_LENGTH")
+        } else if (tokens.size <= 7) {
+            tokens.add("MEDIUM_LENGTH")
+        } else {
+            tokens.add("LONG_LENGTH")
+        }
+        if (message.replace(Regex("[\\w\\s]"), "").length > 2) {
+            tokens.add("SPECIAL_CHARS")
+        } else if (message.replace(Regex("[\\w\\s]"), "").length > 0) {
+            tokens.add("SPECIAL_CHAR")
+        } else {
+            tokens.add("LOW_SPECIAL_CHARS")
+        }
+        if (message.replace(Regex("[^A-Z]"), "").length >= message.length / 4) {
+            tokens.add("HIGH_CAPS")
+        } else {
+            tokens.add("LOW_CAPS")
+        }
+        return tokens
+    }
+
+    private fun findSpamProbability(tokens: MutableList<String>): Double {
+        val tokenProbs = mutableMapOf<String, Double>()
+        for (token in tokens) {
+            if (!spamInfoJson.has(token)) continue
+            val spamInToken = spamInfoJson.get(token).asJsonObject.get("spam").asDouble
+            val fineInToken = spamInfoJson.get(token).asJsonObject.get("fine").asDouble
+            tokenProbs[token] =
+                ((spamInToken / messageCountsJson.get("spam").asInt) /
+                    (fineInToken / messageCountsJson.get("fine").asInt +
+                        spamInToken / messageCountsJson.get("spam").asInt))
+        }
+        val spamProbs = tokenProbs.values.toMutableList()
+        val fineProbs = tokenProbs.values.map { 1 - it }.toMutableList()
+        val spamProbability = spamProbs.reduce { a, b -> a * b }
+        val fineProbability = fineProbs.reduce { a, b -> a * b }
+        return spamProbability / (spamProbability + fineProbability)
+    }
+
+    private fun findRankColor(rank: String): String {
+        println(rank)
+        return when (rank) {
+            "[VIP] ",
+            "[VIP+] " -> EnumChatFormatting.GREEN.toString()
+            "[MVP] ",
+            "[MVP+] " -> EnumChatFormatting.AQUA.toString()
+            "[MVP++] " -> EnumChatFormatting.GOLD.toString()
+            else -> EnumChatFormatting.GRAY.toString()
+        }
+    }
+
+    private fun getResourceAsText(path: String): String? =
+        object {}.javaClass.getResource(path)?.readText()
+    private val spamInfoJson: JsonObject
+    private val messageCountsJson: JsonObject
+
+    init {
+        // Load the file spamInfo.json from resources/
+        val spamInfo = getResourceAsText("/spamInfo.json")
+        spamInfoJson = JsonParser().parse(spamInfo).asJsonObject
+        messageCountsJson = JsonParser().parse(" { \"fine\": 668, \"spam\": 230 }").asJsonObject
+    }
+}
diff --git a/src/main/kotlin/cc/woverflow/chatting/config/ChattingConfig.kt b/src/main/kotlin/cc/woverflow/chatting/config/ChattingConfig.kt
index 1a936c9..3041af8 100644
--- a/src/main/kotlin/cc/woverflow/chatting/config/ChattingConfig.kt
+++ b/src/main/kotlin/cc/woverflow/chatting/config/ChattingConfig.kt
@@ -17,7 +17,11 @@ import java.awt.Color
 import java.io.File
 
 object ChattingConfig :
-    Vigilant(File(Chatting.modDir, "${Chatting.ID}.toml"), Chatting.NAME, sortingBehavior = ConfigSorting) {
+    Vigilant(
+        File(Chatting.modDir, "${Chatting.ID}.toml"),
+        Chatting.NAME,
+        sortingBehavior = ConfigSorting
+    ) {
 
     @Property(
         type = PropertyType.SELECTOR,
@@ -73,7 +77,8 @@ object ChattingConfig :
     @Property(
         type = PropertyType.SWITCH,
         name = "Inform for Alternatives",
-        description = "Inform the user if a mod they are using can be replaced by a feature in Chatting.",
+        description =
+            "Inform the user if a mod they are using can be replaced by a feature in Chatting.",
         category = "General"
     )
     var informForAlternatives = true
@@ -98,6 +103,40 @@ object ChattingConfig :
      */
 
     @Property(
+        type = PropertyType.SLIDER,
+        min = 80,
+        max = 100,
+        name = "Spam Blocker Threshold",
+        description =
+            "If Chatting detects a public chat message that seems like spam, and the probability is higher than this, it will hide it.\n" +
+                "Made for Hypixel Skyblock. Set to 100% to disable. 95% is a reasonable threshold to use it at.\n" +
+                "Note that this is not and never will be 100% accurate; however, it's pretty much guaranteed to block most spam.",
+        category = "Player Chats"
+    )
+    var spamThreshold = 100
+
+    @Property(
+        type = PropertyType.SWITCH,
+        name = "Custom Chat Formatting",
+        description =
+            "Reformat all Skyblock chat messages. Example:\n" +
+                "§a[VIP] Person§f: Message\n§7Person2: Message\n" +
+                "§eBecomes:\n" +
+                "§aPerson§f: Message\n§7Person2§f: Message",
+        category = "Player Chats"
+    )
+    var customChatFormatting = false
+
+    @Property(
+        type = PropertyType.SWITCH,
+        name = "Hide Spam",
+        description =
+            "When Chatting detects spam (if it's enabled), hide it instead of just graying it out.",
+        category = "Player Chats"
+    )
+    var hideSpam = false
+
+    @Property(
         type = PropertyType.SWITCH,
         name = "Custom Chat Height",
         description = "Allows you to change the height of chat to heights greater than before.",
@@ -143,7 +182,10 @@ object ChattingConfig :
     var chatSearch = true
 
     @Property(
-        type = PropertyType.SWITCH, name = "Chat Tabs", description = "Add chat tabs.", category = "Tabs"
+        type = PropertyType.SWITCH,
+        name = "Chat Tabs",
+        description = "Add chat tabs.",
+        category = "Tabs"
     )
     var chatTabs = true
         get() {
@@ -164,7 +206,10 @@ object ChattingConfig :
     var hypixelOnlyChatTabs = true
 
     @Property(
-        type = PropertyType.SWITCH, name = "Chat Shortcuts", description = "Add chat shortcuts.", category = "Shortcuts"
+        type = PropertyType.SWITCH,
+        name = "Chat Shortcuts",
+        description = "Add chat shortcuts.",
+        category = "Shortcuts"
     )
     var chatShortcuts = false
         get() {
@@ -198,26 +243,27 @@ object ChattingConfig :
             chatTabs = funny
             ChatTabs.initialize()
             if (!funny) {
-                val dummy = ChatTab(
-                    true,
-                    "ALL",
-                    false,
-                    false,
-                    null,
-                    null,
-                    null,
-                    null,
-                    null,
-                    null,
-                    null,
-                    null,
-                    null,
-                    null,
-                    TabButton.color,
-                    TabButton.hoveredColor,
-                    TabButton.selectedColor,
-                    ""
-                )
+                val dummy =
+                    ChatTab(
+                        true,
+                        "ALL",
+                        false,
+                        false,
+                        null,
+                        null,
+                        null,
+                        null,
+                        null,
+                        null,
+                        null,
+                        null,
+                        null,
+                        null,
+                        TabButton.color,
+                        TabButton.hoveredColor,
+                        TabButton.selectedColor,
+                        ""
+                    )
                 dummy.initialize()
                 ChatTabs.currentTab = dummy
             } else {
@@ -228,16 +274,13 @@ object ChattingConfig :
             chatShortcuts = funny
             ChatShortcuts.initialize()
         }
-        //addDependency("showTimestampHover", "showTimestamp")
+        // addDependency("showTimestampHover", "showTimestamp")
     }
 
     private object ConfigSorting : SortingBehavior() {
         override fun getCategoryComparator(): Comparator<in Category> = Comparator { o1, o2 ->
             if (o1.name == "General") return@Comparator -1
-            if (o2.name == "General") return@Comparator 1
-            else compareValuesBy(o1, o2) {
-                it.name
-            }
+            if (o2.name == "General") return@Comparator 1 else compareValuesBy(o1, o2) { it.name }
         }
     }
 }
diff --git a/src/main/resources/spamInfo.json b/src/main/resources/spamInfo.json
new file mode 100644
index 0000000..8f5d44d
--- /dev/null
+++ b/src/main/resources/spamInfo.json
@@ -0,0 +1,6146 @@
+{
+  "0": {
+    "fine": 1.6680000000000001,
+    "spam": 0.23
+  },
+  "1": {
+    "fine": 5.668,
+    "spam": 14.23
+  },
+  "2": {
+    "fine": 9.668,
+    "spam": 3.23
+  },
+  "3": {
+    "fine": 4.668,
+    "spam": 9.23
+  },
+  "4": {
+    "fine": 0.668,
+    "spam": 7.23
+  },
+  "5": {
+    "fine": 3.668,
+    "spam": 14.23
+  },
+  "6": {
+    "fine": 3.668,
+    "spam": 2.23
+  },
+  "7": {
+    "fine": 4.668,
+    "spam": 5.23
+  },
+  "8": {
+    "fine": 0.668,
+    "spam": 1.23
+  },
+  "9": {
+    "fine": 2.668,
+    "spam": 1.23
+  },
+  "10": {
+    "fine": 1.6680000000000001,
+    "spam": 2.23
+  },
+  "11": {
+    "fine": 1.6680000000000001,
+    "spam": 0.23
+  },
+  "12": {
+    "fine": 0.668,
+    "spam": 2.23
+  },
+  "15": {
+    "fine": 0.668,
+    "spam": 2.23
+  },
+  "16": {
+    "fine": 1.6680000000000001,
+    "spam": 0.23
+  },
+  "18": {
+    "fine": 0.668,
+    "spam": 1.23
+  },
+  "20": {
+    "fine": 3.668,
+    "spam": 0.23
+  },
+  "25": {
+    "fine": 0.668,
+    "spam": 1.23
+  },
+  "29": {
+    "fine": 1.6680000000000001,
+    "spam": 0.23
+  },
+  "30": {
+    "fine": 1.6680000000000001,
+    "spam": 0.23
+  },
+  "32": {
+    "fine": 1.6680000000000001,
+    "spam": 0.23
+  },
+  "36": {
+    "fine": 1.6680000000000001,
+    "spam": 0.23
+  },
+  "50": {
+    "fine": 0.668,
+    "spam": 1.23
+  },
+  "85": {
+    "fine": 0.668,
+    "spam": 1.23
+  },
+  "92": {
+    "fine": 0.668,
+    "spam": 1.23
+  },
+  "99": {
+    "fine": 0.668,
+    "spam": 1.23
+  },
+  "100": {
+    "fine": 2.668,
+    "spam": 1.23
+  },
+  "108": {
+    "fine": 1.6680000000000001,
+    "spam": 0.23
+  },
+  "123": {
+    "fine": 0.668,
+    "spam": 1.23
+  },
+  "280": {
+    "fine": 1.6680000000000001,
+    "spam": 0.23
+  },
+  "345": {
+    "fine": 0.668,
+    "spam": 1.23
+  },
+  "350": {
+    "fine": 1.6680000000000001,
+    "spam": 0.23
+  },
+  "374": {
+    "fine": 1.6680000000000001,
+    "spam": 0.23
+  },
+  "500": {
+    "fine": 0.668,
+    "spam": 3.23
+  },
+  "553": {
+    "fine": 1.6680000000000001,
+    "spam": 0.23
+  },
+  "4078": {
+    "fine": 1.6680000000000001,
+    "spam": 0.23
+  },
+  "8945": {
+    "fine": 0.668,
+    "spam": 1.23
+  },
+  "34598": {
+    "fine": 0.668,
+    "spam": 1.23
+  },
+  "172000": {
+    "fine": 0.668,
+    "spam": 1.23
+  },
+  "1999999": {
+    "fine": 0.668,
+    "spam": 1.23
+  },
+  "84758934": {
+    "fine": 0.668,
+    "spam": 1.23
+  },
+  "then": {
+    "fine": 3.668,
+    "spam": 1.23
+  },
+  "report": {
+    "fine": 2.668,
+    "spam": 0.23
+  },
+  "in": {
+    "fine": 19.668,
+    "spam": 16.23
+  },
+  "the": {
+    "fine": 49.668,
+    "spam": 9.23
+  },
+  "skyblockz": {
+    "fine": 1.6680000000000001,
+    "spam": 0.23
+  },
+  "discord": {
+    "fine": 1.6680000000000001,
+    "spam": 2.23
+  },
+  "MEDIUM_LENGTH": {
+    "fine": 137.668,
+    "spam": 66.23
+  },
+  "LOW_SPECIAL_CHARS": {
+    "fine": 531.668,
+    "spam": 57.230000000000004
+  },
+  "LOW_CAPS": {
+    "fine": 645.668,
+    "spam": 175.23000000000002
+  },
+  "money": {
+    "fine": 7.668,
+    "spam": 9.23
+  },
+  "at": {
+    "fine": 10.668,
+    "spam": 19.23
+  },
+  "least": {
+    "fine": 0.668,
+    "spam": 1.23
+  },
+  "50m": {
+    "fine": 0.668,
+    "spam": 3.23
+  },
+  "SMALL_LENGTH": {
+    "fine": 153.668,
+    "spam": 18.23
+  },
+  "SPECIAL_CHAR": {
+    "fine": 116.668,
+    "spam": 77.23
+  },
+  "im": {
+    "fine": 16.668,
+    "spam": 6.23
+  },
+  "on": {
+    "fine": 11.668,
+    "spam": 46.230000000000004
+  },
+  "ironman": {
+    "fine": 1.6680000000000001,
+    "spam": 0.23
+  },
+  "just": {
+    "fine": 18.668,
+    "spam": 6.23
+  },
+  "check": {
+    "fine": 3.668,
+    "spam": 1.23
+  },
+  "ah": {
+    "fine": 5.668,
+    "spam": 45.230000000000004
+  },
+  "": {
+    "fine": 10.668,
+    "spam": 0.23
+  },
+  "TINY_LENGTH": {
+    "fine": 301.668,
+    "spam": 1.23
+  },
+  "no": {
+    "fine": 16.668,
+    "spam": 11.23
+  },
+  "comprende": {
+    "fine": 1.6680000000000001,
+    "spam": 0.23
+  },
+  "let": {
+    "fine": 4.668,
+    "spam": 0.23
+  },
+  "me": {
+    "fine": 19.668,
+    "spam": 64.23
+  },
+  "recipe": {
+    "fine": 2.668,
+    "spam": 0.23
+  },
+  "anyone": {
+    "fine": 9.668,
+    "spam": 12.23
+  },
+  "selling": {
+    "fine": 2.668,
+    "spam": 41.230000000000004
+  },
+  "a": {
+    "fine": 35.668,
+    "spam": 28.23
+  },
+  "god": {
+    "fine": 2.668,
+    "spam": 1.23
+  },
+  "pot": {
+    "fine": 0.668,
+    "spam": 1.23
+  },
+  "sorry": {
+    "fine": 3.668,
+    "spam": 0.23
+  },
+  "bro": {
+    "fine": 4.668,
+    "spam": 0.23
+  },
+  "nonist": {
+    "fine": 1.6680000000000001,
+    "spam": 0.23
+  },
+  "i": {
+    "fine": 76.668,
+    "spam": 25.23
+  },
+  "added": {
+    "fine": 2.668,
+    "spam": 0.23
+  },
+  "some": {
+    "fine": 6.668,
+    "spam": 3.23
+  },
+  "more": {
+    "fine": 7.668,
+    "spam": 1.23
+  },
+  "debug": {
+    "fine": 2.668,
+    "spam": 0.23
+  },
+  "get": {
+    "fine": 17.668,
+    "spam": 15.23
+  },
+  "new": {
+    "fine": 5.668,
+    "spam": 2.23
+  },
+  "pick": {
+    "fine": 3.668,
+    "spam": 0.23
+  },
+  "how": {
+    "fine": 16.668,
+    "spam": 2.23
+  },
+  "much": {
+    "fine": 8.668,
+    "spam": 1.23
+  },
+  "aight": {
+    "fine": 2.668,
+    "spam": 0.23
+  },
+  "neu": {
+    "fine": 2.668,
+    "spam": 0.23
+  },
+  "has": {
+    "fine": 4.668,
+    "spam": 1.23
+  },
+  "tons": {
+    "fine": 1.6680000000000001,
+    "spam": 2.23
+  },
+  "of": {
+    "fine": 18.668,
+    "spam": 16.23
+  },
+  "qol": {
+    "fine": 1.6680000000000001,
+    "spam": 0.23
+  },
+  "features": {
+    "fine": 1.6680000000000001,
+    "spam": 0.23
+  },
+  "and": {
+    "fine": 22.668,
+    "spam": 21.23
+  },
+  "my": {
+    "fine": 20.668,
+    "spam": 55.230000000000004
+  },
+  "raider": {
+    "fine": 2.668,
+    "spam": 0.23
+  },
+  "axe": {
+    "fine": 3.668,
+    "spam": 1.23
+  },
+  "k": {
+    "fine": 4.668,
+    "spam": 1.23
+  },
+  "when": {
+    "fine": 3.668,
+    "spam": 0.23
+  },
+  "tried": {
+    "fine": 1.6680000000000001,
+    "spam": 0.23
+  },
+  "to": {
+    "fine": 40.668,
+    "spam": 22.23
+  },
+  "apply": {
+    "fine": 1.6680000000000001,
+    "spam": 1.23
+  },
+  "it": {
+    "fine": 33.668,
+    "spam": 7.23
+  },
+  "HIGH_CAPS": {
+    "fine": 23.668,
+    "spam": 55.230000000000004
+  },
+  "minon": {
+    "fine": 1.6680000000000001,
+    "spam": 0.23
+  },
+  "underpriced": {
+    "fine": 0.668,
+    "spam": 1.23
+  },
+  "lowest": {
+    "fine": 0.668,
+    "spam": 1.23
+  },
+  "bin": {
+    "fine": 0.668,
+    "spam": 3.23
+  },
+  "gemstone": {
+    "fine": 0.668,
+    "spam": 1.23
+  },
+  "container": {
+    "fine": 0.668,
+    "spam": 1.23
+  },
+  "/": {
+    "fine": 2.668,
+    "spam": 6.23
+  },
+  "1guana": {
+    "fine": 0.668,
+    "spam": 1.23
+  },
+  "easy": {
+    "fine": 0.668,
+    "spam": 3.23
+  },
+  "flip": {
+    "fine": 3.668,
+    "spam": 10.23
+  },
+  "LONG_LENGTH": {
+    "fine": 77.668,
+    "spam": 145.23000000000002
+  },
+  "SPECIAL_CHARS": {
+    "fine": 21.668,
+    "spam": 96.23
+  },
+  "cheap": {
+    "fine": 0.668,
+    "spam": 11.23
+  },
+  "bal": {
+    "fine": 1.6680000000000001,
+    "spam": 1.23
+  },
+  "pet": {
+    "fine": 2.668,
+    "spam": 1.23
+  },
+  "its": {
+    "fine": 11.668,
+    "spam": 1.23
+  },
+  "high": {
+    "fine": 1.6680000000000001,
+    "spam": 3.23
+  },
+  "level": {
+    "fine": 0.668,
+    "spam": 5.23
+  },
+  "too": {
+    "fine": 6.668,
+    "spam": 1.23
+  },
+  "do": {
+    "fine": 23.668,
+    "spam": 5.23
+  },
+  "you": {
+    "fine": 47.668,
+    "spam": 14.23
+  },
+  "support": {
+    "fine": 0.668,
+    "spam": 2.23
+  },
+  "lgtbq": {
+    "fine": 0.668,
+    "spam": 1.23
+  },
+  "vote": {
+    "fine": 0.668,
+    "spam": 5.23
+  },
+  "_____________": {
+    "fine": 0.668,
+    "spam": 1.23
+  },
+  "freshest": {
+    "fine": 0.668,
+    "spam": 1.23
+  },
+  "cuts": {
+    "fine": 0.668,
+    "spam": 1.23
+  },
+  "island": {
+    "fine": 3.668,
+    "spam": 8.23
+  },
+  "/visit": {
+    "fine": 2.668,
+    "spam": 27.23
+  },
+  "benedeqn": {
+    "fine": 0.668,
+    "spam": 1.23
+  },
+  "buying": {
+    "fine": 1.6680000000000001,
+    "spam": 21.23
+  },
+  "sorrow": {
+    "fine": 0.668,
+    "spam": 1.23
+  },
+  "leggings": {
+    "fine": 0.668,
+    "spam": 3.23
+  },
+  "for": {
+    "fine": 22.668,
+    "spam": 48.230000000000004
+  },
+  "m": {
+    "fine": 6.668,
+    "spam": 3.23
+  },
+  "/p": {
+    "fine": 0.668,
+    "spam": 32.230000000000004
+  },
+  "smithmonger": {
+    "fine": 1.6680000000000001,
+    "spam": 0.23
+  },
+  "nobody": {
+    "fine": 1.6680000000000001,
+    "spam": 0.23
+  },
+  "ive": {
+    "fine": 1.6680000000000001,
+    "spam": 0.23
+  },
+  "been": {
+    "fine": 2.668,
+    "spam": 0.23
+  },
+  "looking": {
+    "fine": 1.6680000000000001,
+    "spam": 0.23
+  },
+  "exotic": {
+    "fine": 1.6680000000000001,
+    "spam": 0.23
+  },
+  "squid": {
+    "fine": 1.6680000000000001,
+    "spam": 0.23
+  },
+  "leather": {
+    "fine": 1.6680000000000001,
+    "spam": 0.23
+  },
+  "books": {
+    "fine": 2.668,
+    "spam": 2.23
+  },
+  "not": {
+    "fine": 13.668,
+    "spam": 2.23